DESCARTES_ORGANOGENESIS_CARDIAC_MUSCLE_LINEAGES	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_CARDIAC_MUSCLE_LINEAGES	2900092N22Rik	3425401B19Rik	4930512H18Rik	4932435O22Rik	5430431A17Rik	6030498E09Rik	A530058N18Rik	A930029G22Rik	Acacb	Acta2	Actc1	Actn2	Adprhl1	Adssl1	Ak1	Aldoa	Alpk2	Alpk3	Ankrd1	Apobec2	Asb2	Atcayos	Atp1a1	Atp1b1	Atp2a2	Atp5b	Atp5g3	Atp5k	BC002189	Bex3	Bmp10	Bmp2	Bves	C130080G10Rik	C630028M04Rik	Cacna1c	Cacna1d	Cacnb2	Casq1	Cd101	Chchd10	Cited1	Cmya5	Cnn1	Coro6	Cox5a	Cox6a2	Cox6c	Cpne5	Crip1	Crip2	Cryab	Csrp1	Csrp2	Csrp3	Ctcflos	Ctnna3	Cyc1	Dcaf12l1	Des	Dmd	Dstn	Dusp27	Eno3	Entrep1	Epn3	Fabp3	Fbxl22	Fbxo32	Fbxo40	Fhl2	Fsd2	Gata4	Gata5	Gata6os	Gm10118	Gm10635	Gm10848	Gm12514	Gm12866	Gm14769	Gm15283	Gm18066	Gm27211	Gm3636	Gm4335	Gm8281	Got1	Gpx3	Grhl1	Gyg	Hand1	Hcfc1r1	Hcn4	Hdac1-ps	Hectd2os	Hexim2	Hspb1	Hspb2	Hspb7	Idh3a	Ifitm10	Irx4	Jph2	Kcng2	Klhl30	Lbh	Ldb3	Ldha	Lmntd1	Lmod1	Lmod2	Lpar3	Lrrc10	Lrrfip1	Lsmem1	Mdh1	Mhrt	Mical2	Mif	Mir133a-1hg	Mlip	Mov10l1	Mybpc3	Mybphl	Myh6	Myh7	Myh7b	Myl2	Myl3	Myl4	Myl7	Myl9	Myo18b	Myocd	Myom1	Ndrg2	Ndufc1	Nexn	Nkx2-5	Nppa	Nppb	Obscn	Oprk1	Pakap	Palld	Pdlim5	Pgam2	Pkp2	Pln	Plppr5	Pnkd	Popdc2	Popdc3	Ppp1r13l	Ppp1r14c	Ppp1r3a	Ppp1r3c	Prkaa2	Ptges3l	Pygm	Rab1b	Rap2c	Rassf5	Rbm20	Rbpms	Rgs6	Rnf207	Rrad	Rtl8b	Ryr2	Sh3bgr	Slc25a4	Slc8a1	Smpx	Smtnl2	Smyd1	Spats1	Speg	Sphkap	Ss18l2	Stbd1	Tagln	Tbx20	Tecrl	Thbs4	Tlx1	Tnnc1	Tnni1	Tnni3	Tnni3k	Tnnt2	Tpi1	Tpm1	Trdn	Trim54	Trim55	Trim63	Ttn	Txlnb	Unc13c	Unc45b	Uqcrfs1	Usp13	Usp2	Vsnl1	Xirp1
DESCARTES_ORGANOGENESIS_CHOLINERGIC_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_CHOLINERGIC_NEURONS	A730046J19Rik	Adcy2	Arhgap36	Asap1	C1ql1	Cdh12	Cers6	Chat	Clstn2	Crmp1	Crp	Crtac1	D930028M14Rik	Dlc1	Ecel1	Elavl2	Enox2	Entrep2	Fry	G630064G18Rik	Galnt14	Gm10530	Gm14696	Gm16141	Gm20319	Gm2990	Gm31592	Gnat3	Gng2	Gpr149	Grip1	Grip1os2	Hecw2	Hoxc8	Hspa12a	Ina	Kcnab1	Kcnh8	Lhx3	Lhx4	Marchf11	Marchf4	Mcc	Megf11	Mfap3l	Mnx1	Mxra7	Ncam1	Nefl	Nefm	Ngfr	Nptx2	Nwd2	Nyap2	Oacyl	Olfm2	Pcdh7	Phox2a	Phox2b	Prkn	Rai2	Rasgef1c	Rbp1	Ret	Rgs7	Rimbp2	Scg2	Sema6d	Sfmbt2	Slc10a4	Slc18a3	Slc5a7	Slit3	Snx18	St6galnac5	Stk32a	Tafa5	Tanc2	Tmem132d	Tnr	Tppp3	Tspan17	Tspan5	Uts2b	Vldlr
DESCARTES_ORGANOGENESIS_CHONDROCYTES_AND_OSTEOBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_CHONDROCYTES_AND_OSTEOBLASTS	2700069I18Rik	4933431K23Rik	5930403N24Rik	Alx1	Alx4	Car5b	Col7a1	Cpxm2	Dkk1	Dsc3	Ednra	Glis1	Gm13652	Gm15866	Gm15997	Gm31243	Gm5860	Lvrn	Mir6984	Myorg	Nbl1	Notum	Runx2	Runx2os1	Sema5a	Smc1b	Srd5a2	Tbx2	Tnfaip6	Tril	Twist2	Wdr27	Wnt11	Xpnpep2	Zfhx3	Zfhx4	a
DESCARTES_ORGANOGENESIS_CHONDROCYTE_PROGENITORS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_CHONDROCYTE_PROGENITORS	4930594M22Rik	9530046B11Rik	Adamts12	Adra2a	Aebp1	Akap12	Alcam	Angptl4	Ankrd55	Apod	Arhgap20	Arhgap20os	Atp13a5	Atp1a2	Bgn	C230034O21Rik	Ccr9	Cldn11	Colec12	Cthrc1	Cyp1b1	Ddx43	Dock5	Epha7	Fam118a	Flrt2	Fmo1	Ggt5	Ghdc	Gm11837	Gm12098	Gm12829	Gm15270	Gm15958	Gm17473	Gm17501	Gm20485	Gm32531	Gm42397	Gm5127	Gm6209	Gmds	Htr1f	Ifi27	Il6st	Itga11	Itgbl1	Kcnt2	Lamc3	Lepr	Lrrk2	Lum	Mageb18	Mill2	Mkx	Mro	Nkd1	Pdgfrb	Pdgfrl	Pi15	Plekhh3	Polm	Ptchd4	Ptgfr	Ranbp3l	Rgs5	Sidt1	Slc1a3	Slc22a6	Slc6a12	Slc6a20a	Slc7a11	Syt12	Tmem51os1	Tmtc4	Zic1	Zic2	Zpld1
DESCARTES_ORGANOGENESIS_CONNECTIVE_TISSUE_PROGENITOR	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_CONNECTIVE_TISSUE_PROGENITOR	4631405J19Rik	A830012C17Rik	Abca8a	Abi3bp	Adam33	Adamtsl3	Adamtsl5	Adgrd1	Agtr2	Amot	Angptl1	Arsj	Aspn	Ccdc107	Ccn3	Col14a1	Col16a1	Col6a1	Col6a2	Col6a3	Col6a6	Egfl6	Fam227b	Fbln5	Fgf7	Fibin	Gas2	Glt8d2	Gm12963	Gm14335	Gm16263	Gm22205	Gpr83	Gzmk	Hic1	Igf1	Il33	Kera	Kif17	Lhfpl1	Ltbp3	Medag	Mfap5	Naalad2	Npffr1	Ogn	Otor	Pamr1	Pcdhga1	Phex	Phf1	Prrt2	Rxfp2	Scara5	Sfxn4	Slc22a22	Smarca2	Smoc2	Tceanc	Tle2	Tpcn2	Trpm5	Vmn2r3	Zcwpw1
DESCARTES_ORGANOGENESIS_DEFINITIVE_ERYTHROID_LINEAGE	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_DEFINITIVE_ERYTHROID_LINEAGE	1700086O06Rik	2310040G07Rik	4930581F22Rik	4931422A03Rik	6030458C11Rik	6720464F23Rik	9430081H08Rik	Abcb4	Ampd3	Aoc2	Apol8	Btnl10	Car1	Ccdc137	Ccnb1ip1	Cdc6	Ces2g	D030056L22Rik	Dedd2	Dennd4a	Dnah8	E430021H15Rik	Elmo3	F930017D23Rik	Fn3k	Gdf3	Gm37915	Gm38825	H2ac22	Lmo2	Mns1	Nudt12	Nxpe2	Or10d1	Pml	Rpl35	Septin8	Sh2d4a	Slc1a5	Slc26a1	Slc66a2	Specc1	St3gal4	Tbc1d24	Them6	Tnfaip2	Tonsl	Trmo	Tspan8	Tspo2	Wrn	Zdhhc24
DESCARTES_ORGANOGENESIS_EARLY_MESENCHYME	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_EARLY_MESENCHYME	3110099E03Rik	Best1	Dpep1	Fam151a	Fndc3c1	Gm14226	Gm24492	Gm30146	Ism1	Rad51ap2	Wnt16
DESCARTES_ORGANOGENESIS_ENDOTHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_ENDOTHELIAL_CELLS	4632418H02Rik	4930512B01Rik	4930573H18Rik	5830444B04Rik	8030442B05Rik	8030487O14Rik	9530078K11Rik	9630010A21Rik	9930012K11Rik	AU021092	Abcb1a	Acer2	Acvrl1	Adam15	Adam19	Adamtsl2	Adarb1	Adcy4	Adgre5	Adgrf5	Adgrl4	Adh6b	Adora2a	Afap1l1	Ankrd33b	Apln	Aplnr	Apold1	Arap3	Arhgap18	Arhgap27	Arhgap29	Arhgef15	Arhgef3	Asah2	B630019A10Rik	BC028528	Bcl2	Bcl6b	Bik	Bmx	Btnl9	C130074G19Rik	Cables1	Calcrl	Car8	Card10	Cav1	Cav2	Cavin3	Ccdc152	Ccm2l	Cd109	Cd34	Cd38	Cd40	Cd81	Cd93	Cdc42bpb	Cdh5	Cdk17	Cgnl1	Chst7	Clca2	Cldn5	Clec14a	Clec1a	Col15a1	Col18a1	Col4a1	Col4a2	Colgalt2	Cpne8	Csgalnact1	Cyyr1	D5Ertd615e	D630008O14Rik	Depp1	Dgkh	Dipk2b	Disc1	Dll4	Dock6	Dock9	Dusp2	Dusp5	Dysf	E030026E10Rik	Ece1	Ecscr	Edn1	Efna1	Egfl7	Ehd2	Elk3	Emcn	Eng	Enpp3	Eogt	Epas1	Epha2	Erg	Esam	Esm1	Ets1	Ets2	Exoc3l	F11r	Fam124b	Fam43a	Fgd5	Flnb	Flt1	Flt4	Fmnl3	Foxo1	Foxq1	Fzd4	Galnt4	Garre1	Gbp9	Gdpd3	Gimap1	Gimap4	Gimap6	Gimap8	Gimap9	Gja4	Gja5	Gm11770	Gm12426	Gm13387	Gm15587	Gm15614	Gm16897	Gm17745	Gm22060	Gm25410	Gm26236	Gm30648	Gm32688	Gm36503	Gm36816	Gpr182	Grap	Grk5	Gsg1	Hapln1	Hbegf	Hdac7	Hspg2	Htra3	Ica1	Icam2	Ifi203-ps	Il27ra	Itga2	Itpkb	Itpr2	Itpr3	Jcad	Kank3	Kcne3	Kcnj2	Kctd12b	Kdr	Klf2	Klhl4	Lck	Ldb2	Limch1	Lpar6	Lrrc8c	Madcam1	Mall	Map4k2	Map4k5	Mast4	Mmp28	Mmrn2	Msn	Myct1	Myo1h	Myo6	Myzap	N4bp3	Nfkb2	Nfkbia	Nherf2	Niban2	Nlrc3	Nmi	Nos3	Notch4	Npr1	Nr4a1	Numb	Oit3	Osmr	Pald1	Pcdh12	Pced1b	Pcsk2os2	Pde8a	Pdgfb	Peak1	Pear1	Pecam1	Pgm2	Pkn3	Plac1	Plaur	Plekhg1	Plk2	Plpp1	Plvap	Plxnd1	Ppm1f	Ppp1r13b	Ppp1r16b	Prcp	Prex2	Prkch	Prkd2	Prr5l	Ptk2	Ptprb	Ptprm	Ralb	Ramp2	Rapgef3	Rapgef5	Rasgrp3	Rasip1	Rgs3	Rhob	Rhoj	Rigi	Rin1	Rin3	Ripply3	Robo4	Rsad2	S100a16	S1pr1	Scarf1	Scn4b	Sema3g	Serpine1	Sh2d3c	Sh3bp5	Shank3	She	Shroom2	Slc26a10	Slfn5	Smim33	Snord104	Snrk	Sox17	Sox18	Sox7	Sparc	Stab2	Stap2	Taok2	Tbxa2r	Tcim	Tdrp	Tek	Tfpi	Thsd1	Tie1	Tjp1	Tjp2	Tlr3	Tm4sf1	Tmem204	Tmem255a	Tmem88	Tnfrsf11b	Trim16	Trpc3	Tspan14	Tspan15	Uprt	Ushbp1	Usp43	Vash1	Vsig2	Vwa1	Yes1	Zfp366	Zfp69
DESCARTES_ORGANOGENESIS_EPENDYMAL_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_EPENDYMAL_CELL	1700008O03Rik	1700010K24Rik	1700086L19Rik	1700088E04Rik	2310014F06Rik	2610204G07Rik	2810403D21Rik	3100003L05Rik	3300002A11Rik	4930444P10Rik	4932438H23Rik	4933406B17Rik	4933408N05Rik	5430402P08Rik	6820408C15Rik	9130230L23Rik	9330154J02Rik	Abca4	Abcg5	Abcg8	Acss3	Agbl2	Agbl4	Ak7	Ak8	Ak9	Ankef1	Ankrd45	Ankrd66	Arhgef33	Armc2	Armc3	Armh1	Arsg	B230206L02Rik	Bbs9	Bmp6	C630043F03Rik	Calml4	Caps2	Capsl	Casc1	Catip	Ccdc113	Ccdc13	Ccdc146	Ccdc148	Ccdc149	Ccdc157	Ccdc162	Ccdc170	Ccdc173	Ccdc180	Ccdc187	Ccdc189	Ccdc30	Ccdc39	Ccdc60	Ccdc65	Ccdc81	Ccno	Cdc20b	Cdhr18	Cdhr3	Cfap126	Cfap161	Cfap206	Cfap221	Cfap36	Cfap43	Cfap44	Cfap45	Cfap46	Cfap47	Cfap52	Cfap53	Cfap54	Cfap61	Cfap65	Cfap69	Cfap70	Cfap73	Cfap74	Cfap91	Cfap95	Cfap97d2	Chil5	Clic6	Clmn	Cracdl	Crocc2	Cx3cl1	D130043K22Rik	D930007P13Rik	Daw1	Dcdc2a	Dcdc5	Ddit4l	Ddo	Deup1	Dkk3	Dlec1	Dnaaf11	Dnaaf3	Dnaaf4	Dnah12	Dnah3	Dnah6	Dnah7a	Dnah7b	Dnah7c	Dnai1	Dnai2	Dnai3	Dnai4	Dpy19l2	Drc1	Drc3	Drc7	Dusp14	Dydc2	Dync2i2	Dynlrb2	Dynlt5	E2f7	E330012B07Rik	Ecrg4	Efcab12	Efcab2	Efcab6	Efhb	Efhc1	Efhc2	Enkur	Eno4	Erich2	Esyt3	Ezr	Fam149a	Fam161a	Fam81a	Fam81b	Fank1	Fbxo36	Fhad1	Folr1	Folr2	Foxj1	Frmpd4	Gm10649	Gm10735	Gm1110	Gm12930	Gm13266	Gm15689	Gm16090	Gm20172	Gm20276	Gm26725	Gm28729	Gm29538	Gm30504	Gm32926	Gm36879	Gm42722	Gm44196	Gm4540	Gm4876	Gm5089	Gm5432	Gmnc	Hoatz	Htr2c	Hydin	Ift22	Igfbp2	Ins2	Iqca	Iqcd	Iqcg	Iqck	Iqub	Ism2	Katnal2	Katnip	Kcne2	Kcnj13	Kif27	Kif6	Kif9	Lca5l	Lekr1	Lmx1a	Lrguk	Lrrc23	Lrrc43	Lrriq1	Mansc4	Map3k19	Mapk15	Marchf10	Mcidas	Mdh1b	Meig1	Mlf1	Morn1	Morn3	Mycbpap	Mzf1	Nek10	Nek11	Nek5	Nme5	Nme9	Notch2	Nsun7	Odad1	Odad2	Odad3	Odad4	Or10k2	Pacrg	Pcp4l1	Pef1	Pidd1	Pih1d2	Pms2	Poteg	Ppil6	Ppp1r42	Pthlh	Rbm47	Ribc2	Rnf182	Rpgrip1l	Rph3al	Rsph1	Rsph3b	Rsph4a	Rspo1	Rspo2	Rspo3	Saxo2	Scrn2	Sec31b	Shisa8	Shroom3	Slc13a4	Slc14a2	Slc16a2	Slc2a12	Slc4a10	Slc5a3	Slc6a15	Slc7a10	Slco1a4	Slco1b2	Slco1c1	Smkr-ps	Spaca1	Spag16	Spag17	Spag6l	Spag8	Spata17	Spata18	Spef1l	Spef2	Stk36	Stox1	Stpg1	Svopl	Syt10	Tcp11	Tcte1	Tekt1	Tex47	Tmem267	Tmem72	Trhr	Trp53cor1	Trp73	Trpm3	Tsnaxip1	Ttc12	Ttc21a	Ttc29	Ttc30b	Ttll3	Ttll6	Ttll9	Ttr	Ube2u	Ubxn11	Ulk4	Ush2a	Vat1l	Vwa3a	Vwa3b	Vwa5b1	Wdr19	Wdr49	Wdr66	Wdr93	Wfikkn2	Wls	Wnt3a	Wnt8b	Wnt9a	Zbbx	Zfp804b	Zkscan7
DESCARTES_ORGANOGENESIS_EPITHELIAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_EPITHELIAL_CELLS	1110019D14Rik	1700011L22Rik	2310002F09Rik	4933417C20Rik	5430403G16Rik	9330162012Rik	AU022754	Abca12	Acpp	Adam28	Adrb1	Aox2	Ap1m2	Ap1s3	Arfip1	Arhgap8	Arhgef16	Arhgef19	Arhgef38	Atp2c2	B3gnt7	B4galnt2	BC006965	Barx2	Bcam	Bmp8b	Cblc	Ccdc68	Cdcp1	Cdh1	Cdh3	Cers3	Cftr	Cldn23	Cldn4	Cldn6	Cldn7	Cldn8	Col17a1	Cpz	Crybg1	Ctdspl	Cxcl14	Cyp2s1	Dgka	Ect2l	Edar	Elf5	Epcam	Epha1	Eps8l1	Esrp1	Esrp2	Exph5	Fam174c	Fam83b	Fat2	Fermt1	Fhip1a	Filip1l	Firre	Fras1	Frem2	Fyb2	Fzd6	Gabrp	Galnt18	Galnt3	Gjb2	Gjb3	Gjb6	Glt28d2	Gm10406	Gm12446	Gm13219	Gm15538	Gm16136	Gm26550	Gm33050	Gm35021	Gpr87	Grhl2	Grhl3	Hunk	Ifnlr1	Ikzf2	Il17re	Ildr1	Irf6	Itga3	Itgb4	Jag2	Kcnk1	Kdf1	Klf5	Krt14	Krt15	Krt5	Krt7	Lad1	Lama5	Lamb3	Lamc2	Lax1	Lgr6	Llgl2	Lnx1	Lsr	Lypd6b	Mab21l3	Macc1	Macrod2os1	Mal2	Map3k21	Mapk13	Marveld3	Mas1	Mctp2	Mfge8	Mid1	Mir205hg	Mpp7	Myo5c	Nectin4	Nepn	Nipal2	Nr2e3	Ntf5	Oc90	Osbpl3	Ovol2	Paqr5	Patj	Pdlim1	Perp	Pkp1	Pkp3	Pla2r1	Platr21	Plcd3	Plch2	Pof1b	Ppl	Pqlc3	Prlr	Prom2	Prss41	Prss8	Pwwp2b	Pyurf	Rbbp8	Rfx6	Ripk4	Rraga	Scin	Scnn1b	Sema3c	Sema3e	Sfn	Sh3rf2	Spint1	Spint2	Sptlc3	St14	Susd4	Sycp2l	Tac2	Tacstd2	Tbc1d2	Terb1	Tmco6	Tmem200c	Tmem220	Tmem30b	Tmem45b	Tmem54	Tmprss2	Trp63	Tspear	Ttll10	Ugt2a2	Unc5cl	Vdr	Vstm5	Vtcn1	Vwa2	Vwde	Wfdc2	Wnt4	Wnt6	Wnt9b	Zfp385c
DESCARTES_ORGANOGENESIS_EXCITATORY_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_EXCITATORY_NEURONS	3110080E11Rik	4930551E15Rik	4930567K12Rik	A230006K03Rik	Acap3	Bean1	Car10	D130004A15Rik	Dbh	Ephx4	Fgf11	Gm12371	Gm15624	Gm16083	Gm16894	Gm28905	Gm29514	Gm39244	Gm9831	Gng4	Hcrtr2	Hs3st4	Kndc1	Krt222	Lime1	Ncam2	Ntng1	Olah	Pla2g4e	Pnck	Prrt1	Rab9b	Rap1gap	Rtbdn	Sctr	Ssh3	Syngr3	Syt3	Syt4	Tac1	Tafa1	Tmem63c	Vwc2l	Zbtb8b	Zcchc12
DESCARTES_ORGANOGENESIS_GRANULE_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_GRANULE_NEURONS	2600014E21Rik	2900079G21Rik	3110062G12Rik	6030443J06Rik	6530402F18Rik	6530403H02Rik	A330093E20Rik	A730020E08Rik	Abcc8	Bhlhe22	C230057M02Rik	Camkv	Carmil3	Ccser1	Cdh13	Cngb1	Cnr1	E130114P18Rik	Eomes	Epha3	Epha5	Frrs1l	Gm20687	Gm26604	Gm29455	Gm33280	Hs3st1	Itprid1	Kash5	Kcng1	Kcnh5	Kcnj11	Kctd6	Kif21b	Lrfn5	Mpped1	Neurod2	Neurod6	Nfib	Nos1	Ntng2	Pgap1	Plxna4	Ppp2r2b	Prdm8	Rapgef4os1	Rasgrp1	Sez6	Slc17a7	Sorbs2	Tbr1	Thtpa	Tiam2	Tmem178	Tmod4	Vps37d	Zfhx2os
DESCARTES_ORGANOGENESIS_HEPATOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_HEPATOCYTES	0610005C13Rik	0610040J01Rik	1110028F11Rik	1700001C19Rik	1700007F19Rik	1700016L21Rik	1700019D03Rik	1700110K17Rik	1810017P11Rik	1810034E14Rik	2310039H08Rik	2810459M11Rik	2900005J15Rik	4632428C04Rik	4732463B04Rik	4833411C07Rik	4833422C13Rik	4930405D11Rik	4930517O19Rik	4930556M19Rik	5033403H07Rik	9930120I10Rik	A1cf	A2m	A330069K06Rik	A530020G20Rik	A730017L22Rik	AI182371	Aadac	Aadat	Aass	Abca6	Abca8b	Abcb11	Abcc10	Abcc2	Abcc6	Abcd3	Acaa2	Acad11	Ackr4	Acnat1	Acot12	Acot4	Acot6	Acox2	Acsl1	Adam32	Adk	Adra1b	Afm	Afmid	Afp	Agmat	Agmo	Agpat2	Agt	Agtr1a	Agxt2	Ahsg	Akr1c13	Akr1c19	Akr1d1	Alb	Albfm1	Aldh3a2	Aldh4a1	Aldh6a1	Aldh7a1	Aldh8a1	Aldob	Alg13	Als2	Als2cl	Ambp	Amdhd1	Angptl3	Angptl8	Ankrd17	Anks4b	Anpep	Anxa4	Apoa1	Apoa2	Apob	Apoc1	Apoc4	Apof	Apoh	Apom	Aqp11	Arfgap2	Arl5c	Asgr2	Asl	Aspa	Ass1	Atp4a	Atp8a2	Atp8b1	B230208H11Rik	BC024386	Baiap2l1	Baiap2l2	Bbox1	Bcas1	Bche	Bco1	Bcorl1	Bdh1	Bend6	Bex2	Bhlhe40	Bhmt	Bhmt2	Bphl	C1ra	C1rl	C1s1	C2	C3	C8a	C8b	C8g	Car7	Cbs	Cbx7	Ccdc125	Cd302	Cda	Cdhr2	Cfb	Cfhr2	Cfi	Chdh	Chka	Chmp4c	Chst13	Cideb	Cluh	Cpb2	Cpm	Cpn1	Cpn2	Cps1	Creb3l3	Crot	Cryz	Cth	Ctps2	Cubn	Cutal	Cutc	Cxcl10	Cyp2c23	Cyp2c67	Cyp2c68	Cyp2c70	Cyp2d22	Cyp2d26	Cyp3a13	Cyp4f15	Cys1	DQ267102	Dact2	Dap	Ddah1	Ddt	Dennd5b	Depdc7	Dffa	Dgat2	Dhdh	Dhrs9	Dlk1	Dmgdh	Dnajc22	Dop1b	Dpys	Dqx1	E230016M11Rik	Ebp	Echdc2	Echdc3	Ell	Emp2	Ephx2	Errfi1	Etfa	Exoc3l4	F11	F12	F13b	F2	F7	Faah	Fabp1	Fabp5	Fads6	Fah	Fam20a	Fdps	Fga	Fgb	Fgf1	Fgg	Fggy	Fkbp11	Fkbp5	Flvcr2	Fmo2	Fmo4	Fmo5	Fn1	Foxa3	Fpgs	Frey1	Ftcd	G0s2	Galm	Gc	Gcat	Gcgr	Gckr	Gcnt4	Gdf15	Ggcx	Gipc2	Gjb1	Gldc	Glud1	Glul	Glyctk	Gm10030	Gm10069	Gm10658	Gm11457	Gm11476	Gm12576	Gm12602	Gm13449	Gm13571	Gm15638	Gm16618	Gm16685	Gm16754	Gm16958	Gm17023	Gm17227	Gm19426	Gm19666	Gm19705	Gm20426	Gm20635	Gm24233	Gm25357	Gm27216	Gm29571	Gm3289	Gm40055	Gm41231	Gm42109	Gm42614	Gm4756	Gm47889	Gm826	Gne	Gnmt	Golt1a	Got2	Gpam	Gpd1	Gpr39	Gpt2	Grb10	Grb7	Grhpr	Grik4	Grk3	Gss	Gsta3	Gstm1	Gstt1	Gstt2	Gstz1	Gulo	Gys2	H19	H2-Q10	Haao	Habp2	Hadh	Hc	Hdlbp	Herpud1	Hgd	Hgfac	Hip1r	Hjurp	Hkdc1	Hmgcs2	Hnf1a	Hnf1aos1	Hnf1b	Hnf4a	Hnf4aos	Hnf4g	Hoga1	Hpn	Hpx	Hsd17b2	Hykk	Idi1	Igfbp1	Igsf1	Ikbke	Il15ra	Il17rc	Il1r1	Inhbc	Inpp5f	Insr	Itih1	Itih2	Itih3	Itih4	Iyd	Kcng3	Keg1	Kif12	Kifc3	Klb	Klkb1	Kmo	Kng1	Kng2	Krt20	Kyat1	L3hypdh	Lactb2	Lbp	Lcat	Ldlr	Lect2	Lipc	Lmbrd2	Lonrf3	Lrpprc	Lrrc3	Lss	Ly75	Lypla1	Maob	Masp2	Mbl1	Mcrip2	Meg3	Mettl26	Mettl7a1	Mfsd13a	Mfsd4b3-ps	Mgam	Mgst1	Mgst2	Mir337	Mirg	Mkrn2os	Mlxipl	Mmd2	Mmp19	Mocos	Mocs2	Morc4	Mpc2	Mst1	Mtarc1	Mtarc2	Mttp	Mvd	Nab1	Nadsyn1	Ndrg1	Necab1	Nek4	Neu2	Ngef	Nipal1	Nipsnap1	Nipsnap2	Nlrp6	Nme6	Nostrin	Nr1i2	Nr3c2	Nr5a2	Nt5e	Ocln	Osgin1	Otc	Pah	Pank1	Papln	Paqr9	Pbld2	Pcbd1	Pcolce2	Pcsk4	Pcsk9	Pctp	Pcyt2	Pde4c	Pde6c	Pdia5	Pdzk1	Pecr	Pex14	Pex26	Pgm3	Phgdh	Phyh	Phyhd1	Pik3c2g	Pkhd1	Pla1a	Pla2g12b	Pla2g6	Platr22	Plekhg3	Plekhg6	Plg	Pm20d1	Pnliprp1	Pnliprp2	Pnpla3	Pon1	Ppara	Ppp4r4	Preb	Proc	Prodh2	Prox1	Prox1os	Proz	Prr16	Psat1	Pter	Pxmp2	Pxmp4	Pygl	Pzp	Qpct	Qprt	R3hdm2	Raph1	Rasgrf2	Rassf6	Rbp4	Rexo4	Rgn	Rhbg	Rhpn2	Rian	Rnf128	Rnf144b	Rnf43	Rogdi	Rps23rg1	Rrbp1	Rtkn	Rtl4	Rtp3	Saa4	Scly	Scp2	Sdc4	Sdr42e1	Sec14l2	Sec16b	Sec24a	Selenbp1	Selenbp2	Sema4a	Sema4g	Serpina10	Serpina1a	Serpina1b	Serpina1c	Serpina1d	Serpina1e	Serpina6	Serpinc1	Serpind1	Serpinf1	Serpinf2	Sertm1	Sfmbt1	Sfxn2	Sgk2	Sh3bgrl2	Sh3d19	Shbg	Shfl	Shld2	Shmt1	Shroom1	Siah2	Sigirr	Sirt3	Slc13a3	Slc16a12	Slc17a2	Slc17a3	Slc19a2	Slc22a18	Slc22a8	Slc23a1	Slc25a10	Slc25a15	Slc25a33	Slc25a48	Slc27a2	Slc2a2	Slc35d2	Slc36a2	Slc39a14	Slc39a4	Slc39a5	Slc44a3	Slc47a1	Slc7a15	Slc7a2	Slc7a9	Smlr1	Snd1	Soat2	Sord	Spink1	Spp2	Stard10	Stat2	Steap1	Steap2	Stra6l	Sugct	Sult2a8	Synj2	Sytl5	Tcea3	Tent5a	Tfcp2l1	Tfpi2	Them7	Thpo	Ticam1	Timd2	Tle6	Tm4sf4	Tmem143	Tmem150a	Tmem176a	Tmem205	Tmem37	Tmem51	Tmem82	Tmem97	Tmprss6	Trf	Tst	Ttc38	Ugt2b34	Ugt2b35	Ugt2b36	Ugt2b5	Upb1	Uroc1	Usp18	Vcam1	Vwa8	Vwce	Wdcp	Xylb	Zan	Zcchc2	Zfp395	Zscan26
DESCARTES_ORGANOGENESIS_INHIBITORY_INTERNEURONS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_INHIBITORY_INTERNEURONS	4930558K02Rik	4933430M04Rik	Arx	B020031H02Rik	C230062I16Rik	Calb1	Cntnap3	Dclk2	Dlx1	Dlx1as	Dlx2	Dlx5	Dlx6	Dlx6os1	Dlx6os2	Fam222a	Gm10248	Gm11346	Gm12068	Gm19335	Gm20515	Gm38505	Gm9967	Grik3	Hepacam2	Kctd21	Lhx6	Lhx8	Myo3a	Nkx2-1	Nol4	Nr2c2ap	Nxph2	Slc18a2	Slc4a11	Slc6a1	Smim45	Sox2ot	Sp9	Tpgs2	Trpc4	Vmn2r1
DESCARTES_ORGANOGENESIS_INHIBITORY_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_INHIBITORY_NEURONS	1700123O21Rik	4930509J09Rik	A230077H06Rik	Akain1	Btbd6	Cacna1i	Cacng3	Caly	Ccdc120	Cdh23	Cdh9	Chd5	Ciita	Esrrb	Fgf12	Fgf3	Gm15155	Gm15808	Gm17893	Gm23054	Gm5148	Gria1	Grm5	Has3	Hmx2	Htr4	Iqsec3	Kcna4	Kcnc2	Lypd1	Lyrm1	Npy	Nxph1	Panx2	Pcp4	Pitpnm1	Pou6f2	Rasgef1a	Rph3a	Slc35f4	Smim17	Tmem240	Tmem30c	Trank1
DESCARTES_ORGANOGENESIS_INHIBITORY_NEURON_PROGENITORS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_INHIBITORY_NEURON_PROGENITORS	1700001D01Rik	1700025G04Rik	9230102O04Rik	Asic1	Asic4	Cacna2d3	Fbxl15	Fbxo44	Gata3	Gm13377	Gm13415	Gm16010	Gm27199	Hoxb2	Hoxb5	Hoxb8	Hoxb9	Klhl14	Lamp5	Lbx1	Lhx1	Lhx1os	Lhx5	Otp	Pax2	Pax8	Pnoc	Rpp25	Scrt1	Sec14l5	Selenok-ps1	Skor1	Skor2	Slc30a3	Slc37a1	Slc6a5	Sox14
DESCARTES_ORGANOGENESIS_INTERMEDIATE_MESODERM	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_INTERMEDIATE_MESODERM	4933433G15Rik	8430419K02Rik	Actg2	Adamts13	Ak5	Akr1cl	Amhr2	Arhgap22	Barx1	Bnc1	Cobl	Colec10	Crispld2	Cxcl13	D030025E07Rik	Fendrr	Foxf1	Gm10400	Gm15675	Gm21814	Gm28523	Got1l1	Hdnr	Kctd14	Lrrn4	Muc16	Myh11	Myrf	Nkx2-3	Nr1h5	Or2y7	Pmp22	Rarres2	Rep15	Sntg2	Sptssb	Sycp1	Tcf21	Upk3b	Wt1	Wt1os	Zfp775
DESCARTES_ORGANOGENESIS_ISTHMIC_ORGANIZER_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_ISTHMIC_ORGANIZER_CELLS	B130046B21Rik	Cnpy1	Dmbx1	Efna5	Egfem1	En2	Fgf15	Fgf17	Gm15637	Gm26608	Impdh2	Mrpl16	Pwwp3a	Spred3	Spry1	Trh	Wfdc1	Wfikkn1	Wnt1
DESCARTES_ORGANOGENESIS_JAW_AND_TOOTH_PROGENITORS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_JAW_AND_TOOTH_PROGENITORS	1500002C15Rik	1700018A04Rik	1700019A02Rik	2810442N19Rik	9130410C08Rik	9330136K24Rik	Bmper	Col2a1	Col9a1	Col9a2	Col9a3	Crym	Epyc	Esr2	Gm10578	Gm12830	Gm20756	Gm28154	Gm4425	Has1	Or4c114	Pax9	Wwp2
DESCARTES_ORGANOGENESIS_LENS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_LENS	Arsi	BB365896	BC037032	Bfsp1	Bfsp2	Capn3	Cpne7	Cryaa	Cryba1	Cryba2	Cryba4	Crybb1	Crybb3	Cryga	Cryge	Crygn	Gcg	Gja3	Gja8	Gm16159	Gm20757	Gm31816	Gm33206	Gm37359	Hr	Mip	Or8j3c	Pip5kl1	Sipa1l3	Tmprss11d
DESCARTES_ORGANOGENESIS_LIMB_MESENCHYME	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_LIMB_MESENCHYME	1500009L16Rik	9430024E24Rik	A530021J07Rik	Asb4	BB557941	Cpa2	Cped1	Cpne1	Creb3l4	Fgf10	Galnt5	Gm10258	Gm14055	Gm16630	Gm20275	Gm31727	Gm9143	Grem1	Hand2	Hottip	Hoxa10	Hoxa11	Hoxa11os	Hoxa13	Hoxa9	Hoxd10	Hoxd11	Hoxd12	Hoxd13	Lmx1b	Mecom	Mecomos	Msx1	Pitx1	Prrx2	Sox5os4	Spry4	Tanc1	Tbx15	Tbx4	Tmem119	Vegfd	Wnt5a	Zfp689
DESCARTES_ORGANOGENESIS_MEGAKARYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_MEGAKARYOCYTES	4933432K03Rik	AI504432	Abhd11	Adcy9	Alox12	Atp2a3	BC016579	Bin2	Bmp8a	Btk	Camk1	Cass4	Cavin2	Cc2d2b	Ccdc62	Ccdc8	Cd200r4	Cd226	Cd9	Cdc42ep5	Ciao2a	Clec1b	Clec9a	Clu	Cnr2	Commd5	Crtam	Ctla2a	Ctla2b	Cxcl5	Cyp4x1	Daam1	Dapp1	Dennd2d	Dgkg	Diaph1	F2r	F2rl2	F2rl3	F5	Fam217b	Fbxl13	Fermt3	Gas2l1	Gltp	Gm11655	Gm12992	Gm13431	Gm13986	Gm14965	Gm15915	Gm1720	Gm17749	Gm32014	Gm33100	Gm35657	Gm5608	Gnaz	Gp1ba	Gp1bb	Gp5	Gp6	Gp9	Gramd1c	H1f2	H2bc4	Hexim1	I830077J02Rik	Ifi47	Il12a	Il20ra	Ilk	Inafm2	Inf2	Inka1	Irag1	Itga2b	Itgb2	Itgb3	Kcnj5	Kcnk6	Lat	Lgalsl	Lims1	Lmna	Ltb4r1	Ly6g6d	Ly6g6f	Mad2l1bp	Mdm1	Med12l	Mgmt	Mindy1	Mmrn1	Mob1b	Mob3c	Mpig6b	Mpl	Muc13	Mxd1	Myh9	Nacc2	Nbeal2	Nlrx1	Nomo1	Nr1d1	Nrgn	Or2v1	Or51a42	P2rx1	P2ry1	Parvb	Pf4	Pkd1l3	Pla2g10	Plek	Pls1	Ppbp	Ppif	Ppp1r3d	Prkca	Prkcq	Proser2	Ptger3	Ptgir	Ptpn11	Pttg1ip	R3hdm4	Rab27b	Rap1b	Rasa3	Rasgrp2	Rgs18	Rnasek	Rsph14	Rsu1	Scn1b	Serpinb10	Serpinb2	Siae	Sla	Sla2	Slain2	Slamf1	Slc14a1	Slc35d3	Slc6a3	Slc6a4	Stx11	Syk	Syne1	Tacc1	Tagln2	Tg	Thbs1	Tln1	Tmem40	Tmprss7	Tnfsf14	Tor4a	Tpst2	Treml1	Trim8	Trpc6	Ttll11	Tuba4a	Tubb1	Txk	Ubash3b	Vcl	Vwf	Zyx
DESCARTES_ORGANOGENESIS_MELANOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_MELANOCYTES	1700023H06Rik	2900064K03Rik	4930426D05Rik	7630403G23Rik	A730049H05Rik	AW822252	Adtrp	Aldh1a3	Aph1c	Appl2	Bace2	Bdh2	Bhlhe41	Cd274	Chsy3	Clec18a	Cltrn	Cngb3	Cntn6	Col4a3	Col8a1	Ctsf	Dct	Dtna	E130304I02Rik	Ephx1	Fam13a	Folh1	Fstl4	Gabra5	Gabrb3	Gm12153	Gm15351	Gm15482	Gm15483	Gm15983	Gm20619	Gpnmb	Gpr143	Hvcn1	Kcnip2	Lsm10	Mab21l2	Matn3	Mcoln3	Mgll	Mitf	Mlana	Mlph	Mroh2a	Mtus1	Npc1l1	Oca2	Ociad2	Opn4	Or10ak14	Pla2g5	Pmel	Rab27a	Rab38	Samd13	Slc24a5	Slc38a11	Slc38a8	Slc45a2	Slc6a17	Stra6	Sv2b	Sycp3	Syngr1	Tacr3	Trpm1	Tyr	Tyrp1	Uap1l1	Vax2	Wdr95
DESCARTES_ORGANOGENESIS_MYOCYTES	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_MYOCYTES	1110002E22Rik	1700109K24Rik	4632404M16Rik	4930481A15Rik	4930544I03Rik	4933403O08Rik	5730419F03Rik	7530428D23Rik	9330175M20Rik	A430078I02Rik	Ablim3	Acoxl	Actn3	Adh1	Adora1	Aknad1	Ano5	Art1	Atp2a1	Awat2	Best3	C1qtnf3	Cacna1s	Cacng1	Capn6	Casq2	Cd82	Cdh15	Cdkn1a	Cdkn1c	Cep41	Chrm3	Chrna1	Chrnb1	Chrnd	Chrng	Clcn5	Col19a1	Cspg4b	Dync1i1	Edn3	Eya4	Fap	Fbxo17	Fbxw10	Fgf5	Fgf9	Fgfr4	Fitm1	Flnc	Fndc5	Frmpd1	Frmpd1os	Gjd4	Gm30015	Gm30735	Gm42875	Gm8091	Gm9947	Gramd1b	Grep1	Hjv	Hs6st2	Iffo1	Igdcc4	Il17b	Itgb6	Itm2a	Kcne1l	Klhl40	Klhl41	Ky	Lincmd1	Lmod3	Macrod1	Mamstr	Mrln	Msc	Mstn	Musk	Mybpc1	Mybph	Myf5	Myh3	Myh8	Myl1	Mylk4	Mylpf	Mymk	Mymx	Myod1	Myog	Myom2	Myom3	Myot	Mypn	Ncoa1	Ndst4	Neb	Nes	Neurl1a	Nrk	Olfml2b	Parm1	Pax7	Pgf	Pgm5	Pgpep1l	Pitx2	Pitx3	Platr14	Ppfia4	Prkag3	Prss36	Ptgis	Rapsn	Rfx8	Rgs16	Rnf217	Ryr1	Sema6b	Septin4	Sgca	Sgcg	Sh3glb1	Shisa2	Shisal2a	Slc24a3	Slf2	Spg21	Srpx2	Ssc5d	Stac3	Stc1	Sync	Sytl2	Tceal7	Tex16	Tmem38a	Tnnc2	Tnnt1	Tnnt3	Tpm2	Vgll2	Vgll3
DESCARTES_ORGANOGENESIS_NEURAL_PROGENITOR_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_NEURAL_PROGENITOR_CELLS	2610307P16Rik	4930578M01Rik	Ago1	Ascl1	Btbd17	Btg2	Cbfa2t2	Chmp7	Chrnb4	Chst15	Crabp1	Dcc	Ddr1	Dll1	Dll3	Drd2	Drr1	Elfn1	Fgd4	Gadd45g	Gm12224	Gm13630	Gm20501	Gm38534	Gm6999	Hes6	Hoxa7	Insm1	Kalrn	Kcnq4	Mapk4	Me3	Miat	Mib1	Mtcl1	Mybl1	Neurod4	Neurog1	Nphs1	Optc	Pkd2l1	Prdm13	Prmt8	Rassf4	Rgs8	Rhbdl3	Sco2	Setbp1	Slc1a2	Spsb4	Srrm4	Srrm4os	Tal2	Tfap2e	Tmprss11a	Trp53i11	Tspan11	Vxn	Zc3h12c
DESCARTES_ORGANOGENESIS_NEURAL_TUBE	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_NEURAL_TUBE	5430402O13Rik	A730062M13Rik	Chrna7	Crabp2	Doc2a	Fam241b	Foxb1	Fzd7	Gm23445	Gm30698	Gm4675	Greb1	Hoxd3os1	Irx3	Ndnf	Ogdhl	Prtg	Repin1	Rpl28	Sall4	Scube2	Sfrp2	Slain1os	Slc2a1	Sp8	Zfp617
DESCARTES_ORGANOGENESIS_NOTOCHORD_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_NOTOCHORD_CELLS	4930518C09Rik	5530401A14Rik	5830408C22Rik	9030622O22Rik	9330111N05Rik	9530036O11Rik	A930005G22Rik	Ablim2	Adamts16	Adcyap1r1	Adgra1	Adgrv1	Ankfn1	Apela	Baiap3	Ccdc3	Corin	Cptp	Crhbp	Dbx1	Dchs2	Dipk2a	E130308A19Rik	Efcab1	Efnb3	Ephb2	Erich3	Eva1c	Fgf14	Foxa1	Foxa2	Galr1	Gcnt2	Gdpd2	Gm12296	Gm12724	Gm13832	Gm15578	Gm1604b	Gm16246	Gm20139	Gm29346	Gm36640	Gm38839	Gm973	Halr1	Hey1	Iqcj	Iqschfp	Jhy	Kbtbd11	Klhdc8a	Lgi3	Lrtm1	Metrnl	Nectin3	Nrbp2	Ntn1	Nudt16l1	P4ha3	Pdyn	Ppm1l	Psd3	Ralgps2	Rp1	Schip1	Shh	Shisa9	Sim2	Slit1	Smpdl3a	Sp5	Spon1	Stxbp6	Syt17	Tacr1	Tox2	Ttc6
DESCARTES_ORGANOGENESIS_NUETROPHILS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_NUETROPHILS	5730409E04Rik	Abca13	Adcy10	Camp	Chil1	Csta2	Cstdc4	Cstdc5	Dnmt3c	Elane	Fcnb	Fgr	Fuom	Gda	Gm15222	Gm16035	Gpr68	Hp	Lcn2	Ltf	Lyz2	Mirt1	Mmp8	Mmp9	Ms4a3	Ngp	Olfm4	Parp12	Pglyrp1	Prap1	S100a8	S100a9	Serpinb9c	Slc13a5	Slpi	Stfa1	Stfa2l1	Stfa3	Xdh	Zfp456
DESCARTES_ORGANOGENESIS_OLIGODENDROCYTE_PROGENITORS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_OLIGODENDROCYTE_PROGENITORS	0610009E02Rik	5930409G06Rik	A830052D11Rik	Casp9	Cckbr	Gm11335	Gm12796	Gm18716	Gm28175	Gm29683	Gm6607	Gpr50	Gsx1	Hsd17b8	Ift27	Kcnk10	Mcf2	Mkrn3	Nim1k	Ptprz1	Qrfprl	Sox1	Tarm1	Tm6sf2
DESCARTES_ORGANOGENESIS_OSTEOBLASTS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_OSTEOBLASTS	1700102P08Rik	4933406J10Rik	Ahnak	Camk1d	Cib2	Cstb	Dhrs1	Ibsp	Il31ra	Mea1	Mir6240	Panx3	Pdlim2	S100a11	Slc9a2	Spon2	Susd2	Susd5	Tmsb10	Tmub1	Tnks1bp1	Zfp72	Zfp960	mt-Nd6
DESCARTES_ORGANOGENESIS_POSTMITOTIC_PREMATURE_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_POSTMITOTIC_PREMATURE_NEURONS	A530083I20Rik	A930036I15Rik	Adcyap1	Adgrf2	Barhl1	Barhl2	Dbndd1	Eid2	Gm16582	Gm2164	Gm27042	Gm28050	Grem2	Lin7a	Nrn1	Nudt11	Peg13	Pou3f1	Samd3	Slc17a6	Tfap2d	Tmem163	Zbtb8a
DESCARTES_ORGANOGENESIS_PREMATURE_OLIGODENDROCYTE	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_PREMATURE_OLIGODENDROCYTE	A330033J07Rik	AI849053	Actr3b	Ankmy1	Bcan	Cdon	Chst2	Creb5	Dgkb	Dmrta1	Dmrta2	Drd3	Efnb1	Emx2	Emx2os	Fut9	Fzd9	Galnt16	Gm13584	Gm14664	Gm15577	Gm23887	Gm25630	Gm29260	Gm32592	Gm35040	Gm37004	Gpc1	Gpc4	Hs2st1	Id4	Jph1	Kat6b	Mamld1	Mt3	Nwd1	Ostm1	Otx1	Pcdh19	Ptgfrn	Rab26	Rad51c	Rgs20	Sfrp1	Smpdl3b	Stat4	Tfap2c	Tnfrsf19	Tshr	Ttyh3
DESCARTES_ORGANOGENESIS_PRIMITIVE_ERYTHROID_LINEAGE	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_PRIMITIVE_ERYTHROID_LINEAGE	1110059G10Rik	1300002E11Rik	1700015C17Rik	1700028E10Rik	1700037H04Rik	1700112D23Rik	1810053B23Rik	2410003L11Rik	4930523C07Rik	4933401H06Rik	6530413G14Rik	9630028B13Rik	9830132P13Rik	9830144P21Rik	A730036I17Rik	Abcb10	Abcg2	Abcg4	Abhd4	Ache	Ackr3	Aco2	Acot11	Acp1	Acp5	Add1	Adra2b	Afg3l2	Agpat4	Akap7	Akip1	Alad	Alas2	Aldh9a1	Ank1	Ankle1	Ankrd36	Ankrd54	Ankrd9	Anln	Ano1	Ano2	Anp32b	Apeh	Aqp3	Aqp8	Arf5	Arhgap23	Arid3a	Arrb1	Arrdc2	Art4	Asb1	Asb17	Asb17os	Asns	Aspm	Atf4	Atg4d	Atp8a1	Azin1	B230317F23Rik	Babam2	Bmp2k	Bpgm	Brca2	Brpf3	Bsg	Btrc	Bysl	Cabin1	Capn5	Car2	Cat	Ccdc71l	Ccdc92b	Ccnb2	Ccnd3	Ccrl2	Cd59a	Cd59b	Cdca8	Cdkn2c	Cdkn3	Cdr2	Cenpb	Cenpe	Cenpf	Cenpl	Cenpx	Cep70	Chac2	Chrac1	Chst10	Cish	Cit	Cited2	Cited4	Ckap2l	Cks2	Clk3	Clp1	Cmpk2	Cnppd1	Cntd1	Cops6	Cox17	Cox6a1	Cox6b2	Cpeb4	Cpox	Creg1	Csf2rb	Csf2rb2	Cyb5a	D030028A08Rik	Dapk2	Ddhd1	Ddrgk1	Ddx27	Dennd10	Dennd2c	Dhh	Dhrs11	Dhrs13	Diaph3	Dlg1	Dlgap5	Dmtn	Dph2	Dusp1	Dxo	Dyrk3	E2f2	Ehd1	Eif2ak1	Eif2b3	Eif3d	Eif3f	Eipr1	Ell2	Endod1	Epb41	Epb42	Epor	Erfe	Ermap	Evi5	Exoc6	Fads3	Fam117a	Fam122a	Fam169a	Fam210b	Fam241a	Fbxo34	Fbxo9	Fech	Fignl1	Flt3l	Flvcr1	Fmr1nb	Frat2	Frrs1	Frs2	Fryl	Fth1	Ftl1	Fzd5	G430095P16Rik	Gadd45a	Galnt10	Gars	Gata1	Gclm	Gcnt1	Ghitm	Gins3	Glrx5	Gm10110	Gm10390	Gm13481	Gm14049	Gm14066	Gm15345	Gm15816	Gm16867	Gm17276	Gm20517	Gm20541	Gm2061	Gm22247	Gm23127	Gm2788	Gm28530	Gm29724	Gm32051	Gm37249	Gm3793	Gm42047	Gm8378	Gm867	Gmnn	Gmpr	Gnrh1	Golph3l	Gpcpd1	Gpn3	Gpr146	Gps2	Gpx1	Grap2	Grina	Gsr	Gtpbp2	Gypa	Gypc	H1f4	H2-T24	H2ac11	H2ax	H2bc11	Hace1	Haspin	Hba-a1	Hba-a2	Hba-x	Hbb-bh0	Hbb-bh1	Hbb-bt	Hbb-y	Hdac11	Hdgf	Hemgn	Hesx1	Hipk1	Hipk2	Hk1	Hmbs	Hmmr	Hras	Hsd3b6	Hspa12b	Htatip2	Iars	Iars2	Icam4	Ier3	Ifi35	Ift140	Il1bos	Il4i1	Inhca	Ino80c	Irs2	Isca1	Itpripl1	Jak2	Josd2	Katnb1	Kctd9	Kel	Kif11	Kif14	Kif18b	Kif2a	Kifc5b	Klf1	Klhdc2	Knl1	Larp1	Lbr	Lcmt2	Lexm	Liph	Lpcat1	Lrrc39	Map2k2	Marchf2	Marchf3	Marchf5	Maz	Mcmdc2	Med13l	Mfap1b	Mgst3	Micall2	Mindy2	Mki67	Mmut	Mpp2	Mpv17l2	Mrap	Mrm1	Mrpl35	Mrpl51	Mthfd2	Mthfr	Mtm1	Mul1	Mybbp1a	Myc	Myo15a	Nanp	Nans	Nars	Ncapd2	Ncapg2	Ncf4	Ncoa4	Ncoa7	Ndc80	Ndufa11	Ndufb9	Ndufs3	Nfu1	Ninl	Nmnat3	Noc2l	Nop9	Nptn	Nrtn	Nsl1	Nsmaf	Nt5c3	Nt5dc2	Nudt4	Nuf2	Nusap1	Ogdh	Ogfod2	Ogfrl1	Otub2	Otud5	Pabpc1	Pabpc4	Pak1ip1	Pcx	Pde10a	Pdik1l	Pdk2	Pdxk-ps	Pdzk1ip1	Pet100	Pfkfb1	Pfkfb2	Pfkfb4	Pgp	Piezo1	Pigq	Pik3cb	Pim1	Pip4k2c	Pip5k1b	Pitrm1	Pkd2l2	Pkhd1l1	Plek2	Pnpo	Polr1b	Pop5	Ppan	Ppm1g	Ppox	Ppp1r15a	Ppp1r9b	Prdx2	Prdx2-ps1	Prdx6	Prkag2	Prmt3	Prokr1	Prxl2a	Psenen	Psme3	Ptp4a3	Ptpmt1	Rabac1	Rad18	Rad23a	Rad51b	Rangap1	Rbks	Rec114	Reep6	Retreg2	Rexo2	Rfesd	Rhag	Rhbdd1	Rhd	Rmc1	Rmdn3	Rnf10	Rnf212	Rpia	Rpl13	Rpl14	Rpl23a	Rpl3	Rpl37	Rpl8	Rplp0	Rps10	Rps11	Rps2	Rpsa	Rragd	Rusf1	Samd14	Sec61g	Selenow	Serinc3	Sgk3	Sh3yl1	Shld1	Shmt2	Shpk	Skic2	Slc16a10	Slc1a4	Slc20a1	Slc22a4	Slc23a2	Slc25a21	Slc25a37	Slc25a39	Slc26a2	Slc30a1	Slc30a10	Slc38a5	Slc39a8	Slc43a1	Slc43a3	Slc4a1	Slc52a3	Slc6a9	Slc9a8	Smc4	Smdt1	Smg5	Smg9	Smim1	Snca	Snx15	Spns2	Spta1	Sptb	Spty2d1	Sri	Ssx2ip	St3gal5	St3gal6	St6galnac3	Steap3	Stk3	Ston2	Stradb	Suv39h1	Svip	Taf10	Taf5l	Taf6l	Taf9	Tal1	Tango2	Tatdn3	Tbc1d12	Telo2	Tent5c	Tfrc	Tgm2	Tinagl1	Tmc6	Tmc8	Tmem131	Tmem147	Tmem14c	Tmem184a	Tmem238	Tmem251	Tmem86b	Tmod1	Tnfrsf21	Tnrc6b	Top2a	Tpx2	Trak2	Trappc9	Trib3	Trim10	Trim56	Trim58	Tspan32	Tspan33	Tspo	Ttc39a	Ttc39aos1	Ttf2	Tuba1c	Tubb4b	Tuft1	Uba7	Ube2l6	Ucp2	Uevld	Urod	Uros	Vangl1	Wars1	Wdr26	Wdr81	Wdr83os	Wdr91	Wnk4	Xk	Yipf4	Ypel4	Ypel5	Zc3hav1	Zfp524	Zfpm1	Zkscan14	Zpr1	mt-Co1	mt-Cytb	mt-Nd1	mt-Nd2	mt-Nd4	mt-Nd5
DESCARTES_ORGANOGENESIS_RADIAL_GLIA	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_RADIAL_GLIA	9430041J12Rik	A230087F16Rik	Adcy8	Aifm2	Arl4a	C030037D09Rik	Cfap100	Cspg5	Cxcr4	Gm30731	Grid2	Hepacam	Hoxc4	Msx3	Nppc	Pax3	Pdpn	Phyhipl	Pla2g7	Plce1	Plet1os	Pth2r	Slc25a18	Slc6a11
DESCARTES_ORGANOGENESIS_SCHWANN_CELL_PRECURSOR	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_SCHWANN_CELL_PRECURSOR	2010320O07Rik	4930505M18Rik	5031415H12Rik	AA914427	Adamts5	Adgrg6	Afap1l2	Apc-ps1	Arhgef26	Art3	Atp10b	Bcar3	Btbd3	Car11	Cdh19	Cdh6	Cdk18	Chst5	Cmtm5	Col20a1	Col28a1	Cyp2j6	Cyp2j8	Cyp2j9	D330050G23Rik	D7Ertd443e	Dagla	Deptor	Ednrb	Eeig1	Egfl8	Entpd2	Erbb3	Fam107a	Fhdc1	Fign	Foxd3	Gfra2	Gfra3	Gjc3	Gm10046	Gm10863	Gm12688	Gm16168	Gm19514	Gm29507	Gm29865	Gpr17	Gpr37	Hcn1	Hey2	Heyl	Ifit2	Insc	Iqch	Itprid2	Kcnk5	Lgi4	Lmo4	Luzp2	Mal	Matn2	Megf9	Moxd1	Mpz	Olfml2a	Otud1	Pde7b	Pebp4	Plekha4	Plp1	Pls3	Pmepa1	Pramel47	Prima1	Prss12	Raet1e	Rasa2	Scrg1	Sema3b	Serpine2	Sfrp5	Shc4	Slitrk2	Slitrk6	Sntb1	Sox10	Stard13	Tmem117	Tmprss5	Tspan7	Ubl3	Ugdh	Wdfy1	Zeb2os
DESCARTES_ORGANOGENESIS_SENSORY_NEURONS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_SENSORY_NEURONS	2610028E06Rik	4930419G24Rik	4930473D10Rik	9530059O14Rik	A430093F15Rik	Abhd15	Adam11	Amigo1	Ankrd24	Asic3	B4galnt3	Bdkrb2	C230012O17Rik	C78859	Cacna1e	Cacng5	Cadm1	Ccdc92	Ccer2	Ccser2	Cdhr1	Cep85l	Cerkl	Chst8	Ckmt1	Clgn	Clmp	Cpne4	Csnk1g1	Cyfip2	D130052B06Rik	D930020B18Rik	Dclk3	Drgx	Ebf1	Ell3	Enah	Exoc1l	Fam135a	Fam217a	Fam89a	Gm13629	Gm13648	Gm13791	Gm15723	Gm16036	Gm16364	Gm19445	Gm2824	Grxcr1	Hip1	Hmx1	Hrk	Hs3st2	Htr3a	Htr3b	Itga7	Kcnh1	Kcnh6	Kcnj12	Kcnmb2	Kctd16	Kif13b	Kif19a	Mapk8ip1	Mreg	Neurod1	Npr2	Nrsn1	Ntrk1	Or2c1	P2rx3	Pappa2	Pcdh20	Pcgf1	Pde4a	Pde4dip	Pex5l	Phc2	Pirt	Plekhd1	Pou4f1	Ppef1	Ppp1r14a	Ppp1r17	Ppp1r1c	Prkce	Prkg1	Prox2	Prph	Ptprr	Rap1gap2	Rapgef6	Rgs11	Rgs4	Rims3	Rnf150	Rprm	Rtn4rl1	Rtn4rl2	Rxfp3	Scn10a	Scn5a	Scn7a	Scn9a	Sdk1	Serpinb8	Sgpp2	Sh3rf3	Shc2	Slco4a1	Smim35	Syn2	Synm	Synpo	Syt13	Syt2	Tacc2	Tbc1d9	Tesc	Thsd7b	Tlx2	Tlx3	Tmem178b	Trhde	Trim66	Ttll7	Vwa5b2	Wscd2	Xkr7	Zfp78
DESCARTES_ORGANOGENESIS_STROMAL_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_STROMAL_CELLS	1190005I06Rik	1700001P01Rik	1700028N14Rik	1810024B03Rik	2010320M18Rik	2610044O15Rik8	2810013P06Rik	4833439L19Rik	4930413G21Rik	4930532G15Rik	4932422M17Rik	5330438D12Rik	5430405H02Rik	9030624G23Rik	9430037O13Rik	Ahcyl1	Ammecr1l	Appbp2	Arf4	Arih1	Arpc5l	Asf1a	Atg13	Atg14	Avil	B130021K23Rik	Bcl2l11	Bri3	C1d	C430039J01Rik	Cand1	Cbll1	Ccdc186	Cep95	Champ1	Chmp1b	Clcn1	Cnot6	Coa7	Cops4	Cry1	Csnk1d	D16Ertd472e	Ddx18	Ddx3x	Ddx52	Ddx6	Dnajb6	Dtl	Dynlt2b	Ercc3	Ercc8	Erh	Exog	Fam220a	Fam53c	Fam83e	Fbxo21	Fbxo28	Fbxo30	Fbxo4	Fem1c	Fscn1	Fstl3	Gabpa	Gabpb1	Gfpt2	Ggps1	Ginm1	Gm11520	Gm12367	Gm16853	Gm17529	Gm22208	Gm22786	Gm30238	Gm36584	Gm7972	Gm9828	Gng5	Golph3	Gorasp2	Gpbp1l1	Gpn1	Gpn2	Gpr137b-ps	H2bc22	Hmgxb3	Hnrnpll	Hoxc11	Ing1	Ints12	Ints2	Iqcb1	Itga10	Itpkc	Jmjd4	Kcmf1	Khdrbs1	Kif19b	Klhl11	Kpna6	Lig4	Limd1	Lrrc41	Lrrc75aos2	Lsm3	Maml1	Mcmbp	Med10	Med13	Mex3c	Mfsd9	Morc2a	Morf4l1	Msh2	Msh4	Mycbp	N4bp2os	Nacc1	Nedd8	Nif3l1	Nmral1	Nrde2	Nup54	Oaz2	Opn3	Orc1	Orc4	Pank3	Pcf11	Pcnp	Peli1	Pfdn2	Phlpp2	Pigx	Pip5k1a	Plscr2	Polg2	Poln	Polr2b	Ppa1	Ppm1d	Ppp1cb	Ppp2r2a	Prpf38a	Prpf40a	Prpf6	Prps1	Prrc2c	Psen1	Psma3	Rab5a	Rbbp4	Rbbp6	Rbm27	Rdh14	Rfc3	Rnf114	Rnf2	Rpl35a	Rpl36	Rpl9	Rps28	Rps4x	Rrh	Rrp36	Rsrc2	Rtca	Rtcb	Sar1a	Septin1	Sf3a1	Sinhcaf	Sirt1	Slc10a1	Smad4	Smcr8	Smn1	Smndc1	Snapc5	Snhg15	Snrpa	Snu13	Snx33	Spryd4	Srpr	Srsf3	Stpg4	Sumo1	Taf7	Tcf15	Terf2ip	Thop1	Timm17a	Tmem11	Tmem170	Tmem230	Tnpo1	Togaram1	Tomm20	Trim45	Trp53bp2	Uba2	Ube2a	Ubqln1	Ubxn7	Unkl	Wdr18	Wdr3	Ythdc1	Yy1	Zbtb2	Zbtb6	Zc3hc1	Zfp112	Zfp212	Zfp30	Zfp319	Zfp326	Zfp623	Zfp647	Zfp664	Zfp84	Zfp955b	Zswim4
DESCARTES_ORGANOGENESIS_WHITE_BLOOD_CELLS	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_WHITE_BLOOD_CELLS	1700030C10Rik	1700099I09Rik	2210408F21Rik	2310001H17Rik	2310008N11Rik	4930473A02Rik	4933406I18Rik	4933406J09Rik	6430710M23Rik	9930111J21Rik2	A130048G24Rik	A130071D04Rik	A530072M11Rik	A630001G21Rik	A630081D01Rik	AB124611	Abcb1b	Abcc3	Abcd1	Abcg3	Abhd12	Abr	Acap1	Actr3	Adam17	Adam3	Adap1	Adap2	Adap2os	Adgb	Adgre1	Adgre4	Adgrg5	Adora3	Aga	Aif1	Akap10	Akr1b10	Alox5ap	Alpk1	Amz1	Anapc15	Ang	Aoah	Apbb1ip	Apobec1	Apobec3	Apoe	Arhgap15	Arhgap17	Arhgap25	Arhgap30	Arhgap4	Arhgap9	Arhgef6	Arid5a	Armc7	Arpc1b	Arrb2	Arrdc1	Arsb	Asah1	Atg7	Atmin	Atxn7l1os2	B230307C23Rik	B2m	B430306N03Rik	BC035044	BE692007	Bach2os	Bank1	Batf	Blnk	Blvra	Btla	C030034L19Rik	C130050O18Rik	C1qa	C1qb	C1qc	C3ar1	C5ar1	C920009B18Rik	Calhm2	Capza2	Capzb	Card11	Casp1	Casp4	Casp8	Ccdc88b	Ccdc93	Ccl2	Ccl24	Ccl3	Ccl6	Ccl9	Ccr1	Ccr2	Ccr5	Cd180	Cd200r1	Cd244a	Cd27	Cd28	Cd300a	Cd300c2	Cd300lf	Cd33	Cd36	Cd37	Cd44	Cd48	Cd52	Cd53	Cd5l	Cd68	Cd69	Cd74	Cd79b	Cd80	Cd83	Cd84	Cd86	Cebpb	Cebpzos	Cela1	Cerk	Cfh	Cfp	Cgas	Clec10a	Clec2g	Clec4a1	Clec4a2	Clec4a3	Clec4n	Clec5a	Clec7a	Cln3	Clta	Cma1	Cmklr1	Cmtm7	Cnbd2	Coro1a	Coro7	Cpa3	Cracr2a	Cracr2b	Crlf2	Cryl1	Csf1r	Csf3r	Cst3	Ctsa	Ctsb	Ctsc	Ctsd	Ctsh	Ctss	Ctsz	Cx3cr1	Cyba	Cybb	Cyfip1	Cyp27a1	Cyrib	Cysltr1	Cyth4	Cytip	Dab2	Dclre1c	Ddx60	Def6	Dennd1c	Dennd4b	Dnase2a	Dnmt3b	Dock10	Dock2	Dock8	Dse	Dtx3l	Dynlt1a	E230029C05Rik	E330020D12Rik	Ebi3	Efhd2	Ehd4	Eif2ak2	Elf4	Emp3	Engase	Epsti1	Erap1	Erp29	Evi2	Evi2a	Evi2b	F13a1	F630028O10Rik	Fam111a	Fancg	Fcer1g	Fcgr1	Fcgr2b	Fcgr3	Fcgrt	Fchsd2	Fcna	Fcrl1	Fcrls	Fes	Ffar2	Fgd2	Fkbp15	Flcn	Flt3	Fmnl1	Fnbp1	Fnip2	Fuca1	Fxyd5	Fyb	Gab3	Galnt6	Gas6	Gbgt1	Gbp7	Glb1	Glipr1	Gm11613	Gm12185	Gm13710	Gm14221	Gm15232	Gm15542	Gm15644	Gm15964	Gm15987	Gm16124	Gm16712	Gm16845	Gm17160	Gm20559	Gm21057	Gm2245	Gm23677	Gm26510	Gm26520	Gm26626	Gm26740	Gm28417	Gm28874	Gm2a	Gm35154	Gm5086	Gm5834	Gm6213	Gmfg	Gmip	Gna15	Gpr141	Gpr160	Gpr171	Gpr174	Gpr183	Gpr34	Gpr65	Grb2	Grk2	Grn	Gsdmd	Gusb	Gvin-ps6	Gvin-ps7	Gvin3	H2-D1	H2-K1	H2-M3	H60b	Haus4	Havcr2	Hck	Hcls1	Hdac9	Hdc	Helz2	Herc6	Hexa	Hexb	Hfe	Hgsnat	Hint2	Hk3	Hmgb1-ps8	Hmox1	Hpgd	Hpgds	Hps3	Icos	Ifi202b	Ifi203	Ifi204	Ifi207	Ifih1	Ifitm3	Ifnar2	Ifngr1	Ifngr2	Ighm	Il10ra	Il10rb	Il12rb2	Il13ra1	Il15	Il16	Il17ra	Il18	Il18r1	Il18rap	Il1a	Il1rl1	Il1rl2	Il21r	Il3ra	Il4	Il4ra	Il6ra	Il7r	Inpp5d	Iqgap1	Irak4	Irf1	Irf5	Irf8	Irf9	Itgal	Itgam	Itgb7	Itk	Itm2b	Jak3	Jdp2	Kcnab2	Kcnk12	Klk8	Lair1	Lamp1	Laptm5	Lcp2	Lgals3	Lgals8	Lgmn	Lipe	Litaf	Lpar5	Lpcat2	Lpxn	Lrch4	Lrmda	Lrrc25	Lsp1	Lst1	Ly6e	Ly86	Ly9	Ly96	Lyn	Lyve1	Madd	Maf	Man2b1	Manba	Map3k5	Map3k8	Mast3	Mctp1	Mef2c	Mertk	Mfsd1	Milr1	Mlkl	Mndal	Morc3	Mpeg1	Mpo	Mrc1	Mrpl2	Ms4a14	Ms4a4a	Ms4a4c	Ms4a6b	Ms4a6c	Ms4a6d	Ms4a7	Msr1	Mx1	Myb	Myd88	Myo1f	Myo1g	Myo5a	Naa60	Nagk	Nagpa	Naip2	Naip5	Naip6	Napsa	Nceh1	Ncf1	Ncf2	Nckap1l	Ncr3-ps	Neat1	Neurl3	Nfam1	Nfatc2	Nfkbid	Nhlrc3	Nlrc4	Nlrc5	Nlrp1b	Nlrp1c-ps	Nlrp3	Npl	Nr1h3	Nrros	Ntpcr	Oas2	Ocel1	Or5v1b	Orai2	Osbpl8	Otulinl	P2rx7	P2ry12	P2ry13	P2ry6	Pacc1	Paqr7	Parp14	Parp8	Parvg	Patl2	Pdxk	Pepd	Pfkfb3	Pgap6	Pik3ap1	Pik3cd	Pik3cg	Pik3r5	Pilra	Pip4k2a	Pip4p1	Pkd1l2	Pkn1	Pla2g15	Plac8	Plcb2	Plcg2	Plcl2	Pld2	Pld4	Plekha2	Plgrkt	Plxdc1	Pparg	Ppm1h	Ppp1r21	Prkcb	Prkcd	Psap	Psd4	Psma8	Psmb8	Psme2b	Pstpip1	Pstpip2	Ptafr	Ptger1	Ptgs1	Ptk2b	Ptpn18	Ptpn22	Ptpn6	Ptpra	Ptprc	Ptprcap	Pycard	Pyroxd2	Rab20	Rab29	Rab32	Rab7b	Rac2	Ramp1	Rasa4	Rasal3	Rbpj	Rel	Reps2	Rftn1	Rgs14	Rhog	Rhoh	Rnase4	Rnf13	Rnf135	Rnf166	Rnf213	Rnpep	Rreb1	Rubcnl	Runx3	Samhd1	Samsn1	Sash3	Sat1	Scoc	Sdcbp	Selenop	Sell	Selplg	Shcbp1l	Shisa5	Siglech	Sirpa	Skap2	Slc11a1	Slc15a3	Slc16a7	Slc17a5	Slc22a3	Slc25a45	Slc29a3	Slc37a2	Slc38a6	Slc40a1	Slc46a3	Slc9a9	Slco2b1	Slfn2	Slfn3	Slfn8	Smim12	Snx2	Snx20	Snx24	Snx30	Snx6	Snx8	Sp100	Sp110	Sp140	Spi1	Spic	Spns3	St6galnac4	Stab1	Stap1	Stard8	Stat1	Stk10	Stk17b	Sumf1	Tap1	Tap2	Tasl	Tbc1d13	Tbc1d14	Tbc1d22a	Tbc1d4	Tbc1d5	Tcf24	Tcirg1	Tcn2	Tep1	Tesk2	Tespa1	Tfe3	Tfec	Themis	Themis2	Ticam2	Tifab	Timd4	Tlr1	Tlr13	Tlr2	Tlr4	Tlr7	Tmcc3	Tmem104	Tmem106a	Tmem141	Tmem144	Tmem156	Tmem268	Tmem273	Tmem86a	Tmem87b	Tnfrsf11a	Tnfrsf1b	Tnfrsf26	Tpbgl	Tpd52	Tpm3	Tpp1	Traf3ip3	Trbc1	Trem2	Trim12a	Trim30c	Trim30d	Trim5	Trim65	Trpm2	Tubgcp5	Tyrobp	Ugt1a7c	Ulbp1	Unc93b1	Vav1	Vps18	Vps26a	Vps33a	Vrk2	Vsir	Vwa5a	Wdfy2	Wdfy4	Wwp1	Xaf1	Zbtb34	Zc3h12a	Zc3h12d	Zfp710	Zfp729a	Zfp992
TABULA_MURIS_SENISTRACHEA_SMOOTH_MUSCLE_CELL_OF_TRACHEA_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENISTRACHEA_SMOOTH_MUSCLE_CELL_OF_TRACHEA_AGEING	Arl6ip5	Bgn	Bsg	Cfl1	Chmp2a	Dcxr	Fxyd1	Jund	Krt19	Ly6e	Mgp	Msn	Pebp1	Prr13	Ptms	S100a1	Spint2	Tgm2	Tle5	Tmed9	Vamp8	Zbtb16
TABULA_MURIS_SENIS_AORTA_AORTIC_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_AORTA_AORTIC_ENDOTHELIAL_CELL_AGEING	AW112010	Abat	Abcf1	Ablim1	Ablim3	Ace2	Actg1	Anapc11	Apoe	Apol10b	Apold1	Aqp1	Aqp7	Araf	Arf5	Arglu1	Arhgdia	Arl13b	Arpc3	Atf4	Atp5c1	Aup1	B2m	BC031181	Babam1	Bin1	Bloc1s1	Bltp1	Bri3	Bsg	Btg2	C1qtnf9	Capns1	Car4	Cav1	Cavin1	Cavin2	Ccdc85b	Ccn1	Cd36	Cd63	Cd74	Cd79b	Cdh13	Cdh5	Cebpd	Cfdp1	Cfh	Cfl1	Cldn5	Clic1	Cltb	Cpsf1	Crip1	Csf1r	Csf2rb	Csrp1	Cst3	Ctla2a	Ctnnbip1	Cxcl12	Dcn	Ddit4	Ddrgk1	Dennd5b	Depp1	Des	Dnaja1	Dnajc8	Dock6	Dpt	Dpysl2	Drap1	Dusp3	Dynll2	Ece1	Ecscr	Edf1	Eef1a1	Eef1b2	Eeig1	Egfl7	Egr1	Eif1	Eif3f	Emc10	Ercc1	F11r	Fabp4	Fabp5	Fastkd1	Fip1l1	Fmo1	Fos	Fosl2	Frg1	Fth1	Ftl1	Fubp3	Furin	Gadd45g	Gapdh	Gnb1	Gnb2	Gng11	Gpihbp1	Gpx3	Gpx4	Gsn	Gstm1	Gstm2	Gstt2	H2-Aa	H2-Ab1	H2-Eb1	H2-K1	Hes1	Hmg20b	Idh2	Ier2	Ifitm2	Igfbp7	Inka1	Irgm2	Junb	Jund	Kcnj10	Kdm6b	Klf12	Klf13	Klf2	Klf4	Krt14	Krt15	Lasp1	Lgmn	Lmo1	Lonrf1	Lpl	Lrrc8a	Ltf	Mall	Map1lc3a	Mcur1	Meox2	Metap2	Mgll	Mgp	Mospd3	Mrtfb	Mtarc2	Myct1	Myl12a	Myl12b	Naca	Ndrg1	Nfic	Nfkbib	Nme2	Nmi	Nol7	Nop53	Npc2	Npm1	Nr4a1	Nras	Oaz1	Obscn	Pabpc1	Pabpc4l	Pcbp2	Pde4b	Peg12	Peg3	Pfn1	Plp1	Plp2	Plscr3	Pltp	Pnrc1	Ppib	Ppic	Ppm1g	Ppp1r11	Ppp1r2	Prelid1	Prnp	Prr13	Psmc3	Ptger4	Ptma	Ptms	Qdpr	Rab5c	Rack1	Rbm26	Rbm3	Rhob	Rhoc	Rin3	Rnd1	Rnf138	Rp9	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl24	Rpl28	Rpl29	Rpl3	Rpl32	Rpl35	Rpl4	Rpl6	Rpl7	Rpl8	Rpl9	Rplp0	Rplp1	Rps10	Rps11	Rps14	Rps18	Rps20	Rps24	Rps3	Rps3a1	Rps4x	Rps5	Rps7	Rps8	Rps9	Rpsa	Rtf1	Rwdd1	Sdc4	Sdhc	Selenom	Selenow	Serpinh1	Sf3b4	Siglech	Slc19a1	Slc26a10	Slc28a2	Slc2a5	Smagp	Smco4	Sncg	Snrpc	Socs2	Sod1	Sparc	Sparcl1	Spr	Srsf2	Ssbp4	Stmn2	Stub1	Stx18	Sub1	Syf2	Tbrg1	Tcf15	Tgtp2	Thbd	Tle5	Tmem119	Tmem160	Tmem26	Tmsb10	Tmsb4x	Tnfrsf10b	Tnfsf12	Tob1	Tomm6	Tpm1	Tpt1	Trf	Tshz3	Tspan13	Tspan4	Tspan7	Tuba1c	Tut7	Ubb	Ubb-ps	Ube2m	Vim	Vsir	Ybx1	Ybx3	Ypel3	Zbtb34	Zbtb46	Zfp131	Zfp36	Zfp369	Zfp36l1	Znhit1	Zscan26
TABULA_MURIS_SENIS_AORTA_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_AORTA_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING	2310011J03Rik	2310033P09Rik	2510002D24Rik	2510039O18Rik	2900026A02Rik	4933434E20Rik	Aamp	Abca8a	Abcc1	Abhd6	Abhd8	Abl1	Ablim2	Acap1	Acbd6	Acp6	Adamtsl3	Adgrb3	Adh1	Adm	Adrm1	Agpat5	Akap13	Akt1s1	Alkbh5	Als2cl	Amacr	Amotl1	Anapc11	Ankle2	Ankrd54	Ankrd6	Ano1	Anxa3	Ap2s1	Ap4e1	Apod	Arf5	Arfgef1	Arglu1	Arhgdia	Arih1	Arl3	Armc8	Arpc1b	Arpc3	Arpc4	Arpp19	Atf3	Atf4	Atg2b	Atn1	Atp2a2	Atp2a3	Atp6ap1	Atp6v0e	Atp8a2	Atr	Atraid	B2m	B3gat3	B4galt1	BC005624	BC029722	Bad	Bcar3	Bcas2	Bcl7c	Bend5	Bicral	Bmp2k	Boc	Bok	Brk1	Bsg	Bst2	Bud31	C1d	C1qbp	Cacna1s	Calm2	Canx	Capg	Car2	Cars	Cbr1	Cbx1	Cbx3	Ccdc124	Ccdc59	Ccdc9b	Ccl11	Ccs	Cd302	Cd63	Cd68	Cd81	Cdc37	Cdk2ap2	Cdkn1a	Cela2a	Celf4	Cfh	Cfl1	Chchd2	Chsy1	Cks1b	Cldn7	Clec3b	Clic1	Cltb	Cmtm3	Cmtm4	Cmtm7	Cnpy3	Cnpy4	Coasy	Col4a2	Cops7a	Copz1	Coro1b	Cotl1	Cox10	Cp	Cpb1	Cpne3	Cr1l	Crbn	Crebrf	Crip1	Cryab	Cst3	Ctrb1	Ctsb	Ctsz	Cubn	Cuta	Cxcl1	Cyb5a	Cyc1	Cygb	Cyp26b1	Daam1	Dap	Dbndd2	Dbp	Dcn	Dctn3	Dctn5	Dda1	Ddrgk1	Ddt	Ddx52	Disp3	Dlgap4	Dmac1	Dmap1	Dnah2	Dnaja1	Dnajc3	Dnajc9	Dpep1	Dph3	Dpysl2	Drap1	Dusp1	Dusp3	Dynll1	Dynlrb1	Ece1	Echs1	Efhd2	Eif1ax	Eif3g	Eif3i	Eif4e3	Eif4ebp1	Eif4g1	Eif5a	Emc10	Emc3	Emd	Entpd2	Eri3	Erp29	Esam	Esd	Ess2	Etl4	Eva1b	Fam3d	Fam53b	Fam53c	Fam89b	Fam8a1	Fbln7	Fbxo6	Fcgr2b	Fdps	Fgd5	Fkbp1a	Fkbp2	Fkbp7	Fkbp8	Fnbp1	Fndc3a	Fos	Fosl2	Foxn2	Frmd7	Fth1	Ftl1	Fxr2	Fxyd5	Fzd7	G0s2	Gabarapl1	Gabarapl2	Gadd45gip1	Gatad1	Gcnt2	Ggnbp2	Ggta1	Gid4	Glmp	Glod4	Gm2a	Gnaq	Gnb1	Gng10	Gnptg	Golm1	Gpatch4	Gpm6b	Gpr137b-ps	Gpr146	Gpx3	Gpx4	Grwd1	Gstm1	Gstp1	Gstt1	Gtpbp1	H2-D1	H2-DMb1	H2-T23	H3f3b	Hax1	Helz	Herpud1	Hes1	Hint3	Hnrnpa0	Hoxb2	Hpgd	Hps5	Hsd11b1	Hsp90ab1	Hsp90b1	Hspa5	Id3	Ier2	Ifi35	Ifi44	Ifitm2	Ift46	Igfbp7	Igsf3	Ikbip	Il11ra1	Il16	Il34	Ilkap	Ilrun	Incenp	Ing1	Inmt	Ints2	Iqgap2	Iqsec3	Irag1	Irf5	Irf8	Isca2	Isg20	Itga7	Itm2b	Itm2c	Itpr1	Itpripl1	Iws1	Jag1	Jagn1	Jarid2	Junb	Jund	Kat14	Kazald1	Kdelr1	Kdelr2	Kdelr3	Kdm3b	Kdm4b	Kdm6b	Kif1a	Klf13	Klhl18	Kmt2b	Kmt2e	Krt15	Krt5	Lamtor1	Lamtor4	Laptm4a	Laptm5	Larp1b	Ldb3	Lgals4	Lgmn	Lgr5	Limch1	Limd1	Lmo4	Lpl	Lrpap1	Lrrc8a	Lsm3	Lsp1	Luc7l3	Lum	Lypd8	Lyst	Lyz2	Maf1	Malat1	Manf	Map1lc3a	Mapkbp1	Marf1	Mau2	Mbp	Mcfd2	Mcrip1	Mcu	Mdh2	Mdm4	Me2	Me3	Med1	Meg3	Megf10	Meis2	Meox1	Meox2	Micu3	Miip	Mis18a	Mlf2	Mmp2	Mn1	Mospd3	Mpv17l2	Mrpl12	Mrpl28	Mrpl34	Mrpl49	Ms4a4d	Mtarc2	Mxd4	Myc	Mydgf	Myh10	Myh9	Myo1d	Myo9b	Mzt2	N6amt1	Naa30	Naa80	Nabp2	Napsa	Nceh1	Ncln	Ncoa3	Ndrg2	Ndufa12	Ndufa4l2	Ndufa9	Nectin3	Nedd4l	Nelfe	Neurl4	Nfic	Nfix	Nfkbib	Nipbl	Nme7	Nop16	Nr2f2	Nsd3	Nsfl1c	Nt5c3b	Nudc	Nudt19	Nup85	Nupr1	Oaf	Oas1a	Oaz1	Ormdl2	Paip2	Pcnp	Pcolce	Pcyt2	Pdcd2l	Pdcl3	Pde1c	Pdhb	Pdia6	Pdlim2	Pdlim7	Penk	Pex16	Pfn1	Pgghg	Pgls	Pgrmc2	Phb2	Phf11d	Phlda3	Phxr4	Pik3ap1	Pip4p1	Pirb	Pld2	Pld3	Plec	Plekhf1	Plpp1	Pltp	Plvap	Pnp	Polr2c	Ppfia1	Ppib	Ppl	Ppp1r11	Ppp1r13l	Ppp1r14b	Ppp1r15a	Prelid1	Prelid3b	Prorsd1	Prr12	Prr13	Prrc2b	Psmc1	Psmc2	Psmd11	Psmd8	Ptges3	Ptma	Ptms	Ptp4a3	Ptpn6	Ptprs	Ptpru	Puf60	Pxdn	Qdpr	Rab34	Rab4b	Rab8a	Ralgapa1	Ramp2	Ranbp1	Rapgef1	Rarres2	Rassf3	Rbm25	Rbm26	Rbm34	Rc3h1	Rcn3	Reep5	Rfc3	Rgs2	Rhbdd2	Rheb	Rhoc	Rigi	Rnase4	Rnaseh2a	Rnf216	Rnf220	Rock1	Rp2	Rpgrip1l	Rpl13a	Rsad2	S100a16	S100a6	Samd4b	Scamp2	Scamp3	Scamp4	Scand1	Scml4	Scn1b	Sdf2l1	Sdhaf2	Sdhc	Sec11c	Sec13	Selenok	Selenom	Selenop	Selenos	Selenot	Selenow	Serpine2	Serpinf1	Serping1	Sertad1	Set	Setd2	Sf3b4	Shb	Shfl	Shisa5	Skap1	Skil	Slc25a5	Slc35b1	Slc38a2	Slc38a6	Slc39a1	Slc39a7	Slc3a2	Slc4a1ap	Slc9a8	Slc9a9	Smarcb1	Smarcc1	Smchd1	Smim14	Smim30	Smim6	Smoc2	Smyd5	Snapc5	Snrpa	Snrpc	Snx3	Sod1	Sod3	Sos2	Sox2	Sox6	Spag7	Sparcl1	Spcs2	Spire2	Spp1	Spr	Spry2	Spry4	Sra1	Srgn	Sri	Srm	Srpk2	Srpx	Srsf9	Ssr1	Ssr2	Star	Stxbp2	Sult1a1	Sumo1	Supt16	Syf2	Szt2	Tab3	Taf4b	Tax1bp1	Tax1bp3	Tbc1d30	Tceal8	Tceal9	Tcf4	Tcf7l2	Tcn2	Tesk1	Tex261	Tgif1	Thoc3	Thyn1	Tle5	Tln1	Tm2d2	Tmed1	Tmed3	Tmed9	Tmem107	Tmem11	Tmem131l	Tmem132c	Tmem159	Tmem185b	Tmem204	Tmem234	Tmem9	Tmsb10	Tmx3	Tnfsf12	Tnfsf13b	Tnrc6c	Tns1	Tomm6	Tpcn1	Tra2b	Tradd	Traf4	Trappc3	Trim25	Trim37	Trir	Trnau1ap	Tsn	Tspan11	Tspan13	Tspan17	Tspan3	Tssc4	Ttc4	Ttc9c	Ttf2	Tuba1a	Tuba4a	Tubb2b	Tubb5	Tubb6	Twf1	Txn2	Txnl4a	Ubb	Ubb-ps	Ube2k	Ube2l3	Ube2m	Ubn1	Uchl3	Ucp2	Unc50	Uqcrc1	Uri1	Usp28	Usp42	Usp7	Vdac3	Vezt	Vps28	Vps29	Vti1a	Vtn	Vwa8	Wbp2	Wdr24	Wdr3	Wdr37	Wdr81	Wdsub1	Wrn	Wt1os	Xbp1	Xcr1	Yeats2	Yif1a	Yif1b	Yipf1	Yipf3	Yy1	Zc3h18	Zdhhc21	Zdhhc5	Zfand6	Zfp36	Zfp414	Zfp516	Zfp994	Zfpl1	Zrsr1	Zscan26	Zswim8	Zzef1
TABULA_MURIS_SENIS_AORTA_PROFESSIONAL_ANTIGEN_PRESENTING_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_AORTA_PROFESSIONAL_ANTIGEN_PRESENTING_CELL_AGEING	Actb	Actl6a	Adgre5	Alox5ap	Anxa2	Apoe	Arhgdia	Arhgdib	Arpc1b	Arpc2	Atg3	B2m	Btg2	Calm1	Calr	Capg	Ccl2	Ccl4	Ccrl2	Cd52	Cd68	Cd74	Cdk2ap2	Cdkn1a	Cebpb	Cfl1	Clic1	Coro1a	Cox4i1	Cpne1	Ctsc	Ctss	Ctsz	Cyba	Dcn	Dld	Dusp1	Eef1a1	Eif5a	Fcer1g	Fos	Fxyd5	Gm2a	Grn	Gsn	H2-Aa	H2-Ab1	H2-D1	H2-DMa	H2-DMb1	H2-Eb1	H2-K1	H3f3b	Hsd17b8	Ifi30	Ifitm2	Ifitm3	Ins2	Itm2b	Junb	Krt14	Krt15	Lilrb4a	Lpxn	Lum	Ly6a	Ly6c2	Ly6e	Lyz2	Malat1	Mgp	Ms4a4c	Ms4a6c	Nfkbia	Npm1	Oas1a	Papss2	Pcbp1	Pfn1	Phf11b	Pilrb1	Plac8	Psap	Psma7	Psmb8	Rack1	Reep5	Rpl10	Rpl13	Rpl13a	Rpl18	Rpl28	Rpl3	Rpl36	Rpl4	Rpl7	Rpl7a	Rpl8	Rplp0	Rps10	Rps14	Rps16	Rps19	Rps20	Rps3	Rps5	Rps7	Rpsa	Rsrp1	Sdc4	Sh3bgrl3	Shisa5	Snx2	Sparc	Srgn	Syngr2	Tgfbi	Tgif1	Timp3	Tmsb10	Tmsb4x	Trf	Tspo	Tyrobp	Wfdc17
TABULA_MURIS_SENIS_BLADDER_BLADDER_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BLADDER_BLADDER_CELL_AGEING	1110038B12Rik	2410006H16Rik	Ahnak	Anxa1	Arl4a	Arl4c	Arntl	Arpc1b	Atf4	Atp1b3	Azin1	B2m	B4galt5	Bag3	Baiap2	Bcl3	Brd2	Btg1	C1s1	C3	C4b	Cd44	Cd55	Cd9	Cdkn1a	Cdkn1c	Cebpb	Cfb	Cfh	Cfl1	Chchd2	Chka	Cirbp	Clic4	Cltb	Cnbp	Cox7a2l	Crem	Cstb	Cxcl1	Cxcl14	Cygb	Dact1	Dcn	Ddit3	Ddx3x	Ddx5	Dlgap4	Dnaja1	Dpep1	Dpt	Eef1a1	Eef1b2	Eef1d	Eef2	Eif1	Eif3e	Eif3f	Eif3h	Eif4a1	Eif5	Eif5a	Elf1	Emp1	Epb41l4aos	Erf	Etf1	Ets2	F3	Fam107b	Fau	Fbln2	Fem1b	Fmo2	Fosb	Fosl1	Fosl2	Fth1	Ftl1	Gabarapl1	Gabra3	Gadd45b	Gas1	Gch1	Gem	Gfpt2	Gja1	Gngt2	Gsn	Gsta3	Gsto1	H2-D1	H2-K1	H2-T23	H2az1	H3f3b	Has1	Hbegf	Hmox1	Hnrnpab	Hnrnph1	Hsp90aa1	Hsp90ab1	Hspa1a	Hspa1b	Hspa5	Hspa8	Hspa9	Hspb1	Hspb8	Hsph1	Icam1	Ier3	Ier5	Ifrd1	Igfbp6	Il4ra	Il6	Impact	Impdh2	Inmt	Isg15	Jpt1	Kdm6b	Klf4	Klhl21	Ldha	Lgals3	Litaf	Lmna	Ltbp4	Ly6c1	Ly6d	Maff	Mafk	Map1lc3a	Map1lc3b	Map2k3	Map7d1	Marcksl1	Mat2a	Matn2	Metrnl	Mettl7a1	Mgarp	Mgst1	Mt1	Mt2	Myc	Myoc	Naca	Nbl1	Ndrg1	Ndufs2	Nfil3	Nfkb1	Nfkbia	Ninj1	Nop53	Nop56	Nop58	Nr4a2	Nsg1	Ntn1	Odc1	Pabpc1	Pcbp2	Pcna	Pcolce2	Pdpn	Pfdn5	Pi16	Pim3	Pla1a	Plac9	Plat	Plpp3	Pmepa1	Pnp	Pnrc1	Ppp1r15a	Ppp1r2	Prnp	Procr	Prr13	Prss23	Ptbp1	Ptgs2	Ptma	Ptpn1	Rack1	Raly	Rap1b	Rdh10	Rela	Rgcc	Rhoc	Rnf19b	Rpl10	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl23	Rpl23a	Rpl24	Rpl27	Rpl27a	Rpl28	Rpl29	Rpl32	Rpl35a	Rpl4	Rpl5	Rpl6	Rpl7	Rpl8	Rpl9	Rplp0	Rplp1	Rplp2	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps16	Rps17	Rps2	Rps20	Rps21	Rps23	Rps24	Rps25	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps9	Rpsa	Rsrp1	S100a10	Saraf	Sat1	Sbds	Sdc4	Serpina3n	Siah2	Skil	Slbp	Slc25a3	Slc38a2	Slc3a2	Slc43a3	Slc66a2	Smad7	Snhg1	Snhg12	Snu13	Sparcl1	Sphk1	Sprr1a	Spsb1	Sqstm1	Stat3	Stmn2	Tagln2	Tcp11l2	Tgfbr2	Thbd	Thbs1	Thy1	Timp3	Tmsb4x	Tnfaip2	Tnfaip3	Tnfaip6	Tnfrsf12a	Tnfrsf1a	Tob1	Tomm20	Tpt1	Trf	Tuba1c	Tuba4a	Tubb2a	Tubb4b	Txnrd1	Uap1	Ubc	Ube2d3	Ugcg	Ugdh	Use1	Vasn	Vps37b	Wfdc2	Wsb1	Xist	Ybx3	Ywhaz	Zfas1
TABULA_MURIS_SENIS_BLADDER_BLADDER_UROTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BLADDER_BLADDER_UROTHELIAL_CELL_AGEING	Akr1b8	Aldh3a1	Aldoa	Aqp3	Areg	Arhgdia	Asns	Atf4	Avpi1	B2m	Bcl3	Blcap	Blvrb	Bok	Cbr2	Cbr3	Ccn1	Cd9	Cdc42ep5	Cdk2ap2	Cdkn1a	Cfl1	Chac1	Cirbp	Cldn7	Clic4	Crb3	Creg1	Cstb	Ctsb	Cyba	Cycs	Dda1	Ddit3	Depp1	Dynll1	Eef1d	Eif1	Eif1ad	Eif3f	Eif4ebp1	Eif5	Eif5a	Eif6	Esd	Ethe1	Fdft1	Fdx1	Fosl1	Fth1	Ftl1	Gnb1	Gnl3	Gpnmb	Gpx2	Gpx4	Gstp1	H2-D1	H2-K1	Hif1a	Hmgcr	Hmox1	Hsp90aa1	Ier3	Ifrd1	Igfbp2	Il33	Klf4	Klf5	Krt18	Krt23	Krt8	Ldlr	Lgals3	Lmna	Lmo4	Lypd3	Map1lc3a	Mat2a	Mfge8	Mid1ip1	Mif4gd	Msmo1	Mthfd2	Nabp1	Nars	Ndrg1	Neat1	Nop56	Nrn1	Pebp1	Pfn1	Pgd	Phlda1	Plaur	Plin2	Plpp3	Ppa1	Ppp1r11	Prr13	Prss22	Ptma	Ptms	Rac1	Rbm3	Rheb	Rpl10	Rpl12	Rpl13a	Rpl19	Rpl5	Rplp1	Rplp2	Rps10	Rps12	Rps13	Rps20	Rps24	Rps3	S100a14	S100a16	Sdcbp2	Sfn	Slc1a4	Slc2a1	Slc3a2	Smox	Sprr1a	Sqstm1	Srsf2	Srsf3	Srsf7	Srxn1	Tagln2	Thbs1	Tinagl1	Tnfrsf12a	Top1	Tpt1	Tra2a	Tra2b	Trib3	Tspan3	Tuba1c	Tuba4a	Tubb2a	Tubb4b	Txnrd1	Ubb	Ubb-ps	Urah	Use1	Vps37b	Wbp2	Xbp1	Xist
TABULA_MURIS_SENIS_BLADDER_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BLADDER_ENDOTHELIAL_CELL_AGEING	2410006H16Rik	4930523C07Rik	Abt1	Acta2	Actn1	Adamts1	Adamts4	Akap12	Aldh2	Aldoa	Apold1	Areg	Arf4	Arid5a	Arih1	Arpc3	Arrdc3	Atf3	Atf4	Atp5d	Atp5md	Atxn7l1	Avpi1	Azin1	Bag3	Bcl2l13	Bcl3	Bcr	Birc2	Birc3	Bltp1	Brd2	Btg1	Cald1	Calm2	Camk2g	Casp4	Cbarp	Ccdc107	Ccn3	Ccnd3	Ccnl1	Cd36	Cdc42ep4	Cdk11b	Cdkn1a	Cebpb	Cebpd	Cenpj	Ch25h	Chchd2	Chic2	Chka	Chmp4b	Chp1	Ckb	Clic4	Cltb	Cnn1	Col14a1	Cpe	Crem	Crip1	Crispld2	Csnk1d	Csrnp1	Csrp1	Cstb	Cwc25	Cyp1b1	Dad1	Ddit3	Ddx3x	Ddx5	Dgat1	Dmpk	Dnaaf10	Dnaja1	Dnajb6	Dnajb9	Dot1l	Dstn	Eef1a1	Eef2	Efhd2	Eif1	Eif1a	Eif2s2	Eif4a1	Eif5	Eif5a	Eif6	Ell2	Eloc	Elp5	Emd	Emp1	Eprs	Errfi1	Etf1	Ethe1	Ets2	Exo5	Fabp4	Fam104a	Fas	Fbl	Fbxo33	Fem1b	Fgf1	Fgl2	Fhl1	Flna	Fosl1	Fosl2	Foxc1	Fth1	Ftl1	Fxyd1	Gabarap	Gadd45b	Gapdh	Gbp4	Gcnt1	Gdf15	Gem	Gja1	Gla	Gm13889	Gna13	Gpr146	Gpr4	Gpx4	Gsta4	Gstm1	Gsto1	Gstt1	H2-Eb1	H2bc4	H3f3b	Hbegf	Hdlbp	Hif1a	Hilpda	Hipk3	Hk2	Hmox1	Hsp90aa1	Hspa2	Hspa5	Hspa9	Hsph1	Ier3	Ier5	Ifrd1	Igfbp5	Igtp	Il6	Impdh2	Inpp5a	Insig2	Irs2	Isca1	Isg20l2	Itga8	Itpk1	Ivl	Jmjd1c	Junb	Jund	Kcnab1	Kcnmb1	Kctd10	Kdm6b	Klhl21	Klhl7	Kpna1	Krt18	Krt23	Krt8	Lcmt2	Lgals3	Litaf	Lmna	Lmo4	Lrrc32	Ly6d	Lzts2	Maff	Mafg	Mafk	Map1b	Map1lc3a	Map1lc3b	Map2k3	Map3k20	Mapkapk2	Mat2a	Mcl1	Med31	Mepce	Mfge8	Midn	Mt1	Mt2	Mustn1	Myh11	Myl9	Mylk	Mzt2	Naf1	Nars	Ndel1	Ndufb2	Ndufs2	Nectin2	Nfe2l2	Nfil3	Ngf	Nherf1	Niban1	Ninj1	Noct	Nol10	Nolc1	Nop14	Nop58	Nr4a1	Nr4a2	Nrip3	Oat	Odc1	Oga	Oxnad1	Pafah1b1	Pbxip1	Pcna	Pcnp	Pde4b	Pdlim1	Pgm1	Pim1	Pim3	Pkm	Plac9	Plat	Plcd1	Pmvk	Pnp	Pnrc1	Ppard	Ppig	Ppp1cb	Ppp1r14a	Ppp1r15a	Ppp1r2	Ppp2ca	Ppp2r2a	Procr	Ptgs2	Ptpn1	Pvr	Pxdc1	Pxn	Rab6a	Rabgef1	Ralgds	Rap1b	Rasl11a	Rassf1	Rbm18	Rbm3	Rbm7	Rcan1	Rela	Relb	Rell1	Rgs16	Rheb	Rhoc	Rhoq	Rhpn2	Rnase4	Rnd1	Rnf4	Rpl12	Rpl14	Rpl21	Rpl23a	Rpl4	Rplp1	Rps12	Rps2	Rrad	Rrm1	Rsrp1	Rusc1	S100a6	S1pr3	Samd4	Sap18	Sar1a	Sat1	Sbds	Sbno2	Sdc4	Sema4c	Serpine2	Sfn	Siah2	Sirt1	Slc16a3	Slc20a1	Slc25a25	Slc38a2	Slc3a2	Slc66a2	Smarca5	Sncg	Snhg1	Snhg12	Snhg15	Snu13	Sorbs1	Sox7	Spag9	Sprr1a	Spty2d1	Sqstm1	Srsf3	Srsf7	Srxn1	Stat3	Stc1	Sting1	Stk11	Stk19	Stk38l	Stk40	Sub1	Synm	Synpo	Synpo2	Tagln	Tbc1d32	Tgfb3	Tgoln1	Thbs1	Thoc6	Thrb	Tifa	Timp4	Tiparp	Tlnrd1	Tm2d2	Tmed5	Tmem123	Tmem241	Tnfrsf12a	Tob2	Tomm20	Top1	Tor1aip1	Tpi1	Tpm2	Tpm3	Tpt1	Trib1	Trip10	Trmt61b	Trp53inp2	Tsc22d2	Tspan12	Tuba1c	Tuba4a	Tubb2a	Tubb4b	Tubb6	Txndc11	Txnl1	Txnrd1	U2af1	Uap1	Ubc	Ube2d3	Ube2s	Ugdh	Upp1	Usp2	Usp37	Utp4	Vdac1	Vegfa	Vim	Vmp1	Vps37b	Wfdc2	Wsb1	Xdh	Ythdc1	Ywhaz	Zfand2a	Zfand5	Zfp131	Zfp287	Zfp655	Zfp703	Zfp706	Zfp994
TABULA_MURIS_SENIS_BLADDER_LEUKOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BLADDER_LEUKOCYTE_AGEING	AW112010	B2m	Ccl5	Ccl8	Cd63	Chchd2	Dkk2	Fabp5	Gm5547	H2-K1	Lag3	Lgals3	Rbp4	Rnf149	Sprr1a
TABULA_MURIS_SENIS_BRAIN_MYELOID_MACROPHAGE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_MYELOID_MACROPHAGE_AGEING	Alox5ap	Arhgdia	Arpc1b	Arpc3	Atp5c1	Capzb	Cd47	Cfl1	Col1a2	Cotl1	Csf2ra	Cyba	Dcn	Dync1i2	Etv1	Fkbp5	Gga3	Gsn	Ifitm2	Lat2	Lum	Map1lc3b	Mgp	Ms4a7	Olfml3	P2ry12	Pld3	Plp1	Plxdc2	Polr2a	Pomp	Psmb8	Rab35	Rnf44	Rpl13a	Rpl6	Rps3	Sdhc	Shisa5	Slco2b1	Sparc	Spi1	Tle5	Tmem119	Tmem160	Tmsb10	Tpcn1	Txn2	Ubb-ps	Ywhae
TABULA_MURIS_SENIS_BRAIN_MYELOID_MICROGLIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_MYELOID_MICROGLIAL_CELL_AGEING	Aamp	Abi3	Adrm1	Aga	Aif1	Akr1a1	Aldoa	Anapc11	Anxa2	Anxa5	Ap2s1	Apoe	Arhgap45	Arhgdia	Arhgdib	Arl8a	Arpc1b	Arpc3	Arpc4	Arrb2	Atp5d	Atp5g2	Atp6v0b	Atp6v0c	Atp6v0e	B2m	Basp1	Bgn	Bri3	Bsg	Bst2	C1qa	C1qb	C1qc	Cadm1	Calm1	Calm2	Camk1	Capg	Capzb	Ccdc80	Cd300c2	Cd37	Cd48	Cd52	Cd63	Cd68	Cd74	Cd81	Cd9	Cdc37	Cdkn1a	Cfl1	Chmp2a	Chst1	Chst8	Clec7a	Clic1	Clu	Coro1a	Cotl1	Cox4i1	Cox7a2l	Crlf2	Crybb1	Csf2ra	Csnk2b	Cst3	Ctsb	Ctsh	Ctsl	Ctss	Ctsz	Cxcl1	Cxcl16	Cyba	Dad1	Dcn	Ddah2	Ddhd2	Ddrgk1	Dok1	Dpysl2	Drap1	Eef1a1	Eef1b2	Eef1d	Efhd2	Eif3f	Eif3h	Eif3k	Eif5a	Emc10	Emc7	Erp29	Exosc5	Fabp4	Fbln1	Fcer1g	Fcgr2b	Fis1	Fth1	Ftl1	Fuca1	Gabarap	Gadd45gip1	Gapdh	Gcg	Gltp	Gnb1	Gng10	Gnptg	Gpr84	Gpsm3	Gpx1	Gpx3	Gpx4	Grina	Gsn	Gstm1	H2-Aa	H2-Ab1	H2-D1	H2-DMa	H2-Eb1	H2-K1	H2-M3	Hebp1	Hhex	Ifi27	Ifi30	Ifitm3	Igfbp4	Ino80e	Irf8	Itm2b	Itm2c	Kdelr1	Klk8	Krt14	Krt15	Lag3	Lamtor1	Lamtor4	Laptm4a	Lat2	Ldha	Ldhb	Lgals3bp	Lgals9	Limd2	Lmo2	Lpl	Lrrc25	Lsp1	Lum	Ly6a	Ly6e	Lyl1	Lyz2	Map1lc3a	Mbp	Mgp	Mid1ip1	Myl6	Naa80	Naca	Naxe	Ndufb9	Nfic	Nme2	Npc2	Npm1	Oaz1	Ociad1	Orai1	Pabpn1	Pebp1	Pfdn5	Pfn1	Pi16	Pkig	Pkm	Pld4	Plekhj1	Plekho1	Plp1	Pold4	Pomp	Pou2f2	Ppp1r11	Ppp1r18	Ppp1r35	Prdx1	Prdx5	Prelid1	Prr13	Psmb8	Psmb9	Psmd4	Psme1	Ptma	Ptms	Rabac1	Rack1	Rbm26	Rbm3	Reep5	Rgs10	Rnaset2b	Rpl10	Rpl10a	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl23	Rpl24	Rpl27a	Rpl28	Rpl29	Rpl3	Rpl32	Rpl35	Rpl4	Rpl5	Rpl6	Rpl7	Rpl7a	Rpl8	Rpl9	Rplp0	Rplp1	Rplp2	Rps10	Rps11	Rps13	Rps14	Rps16	Rps18	Rps2	Rps20	Rps24	Rps27a	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps9	Rpsa	Rrp1	Rtp4	Scn1b	Sdf4	Sdhc	Selenos	Selenow	Serbp1	Serping1	Sf3b2	Sf3b4	Sh3bgrl3	Shisa5	Slamf9	Slc25a3	Slc25a4	Slc25a5	Slc43a3	Snhg20	Snrpc	Spacdr	Sparc	Spi1	Srgn	Srsf9	Ssbp4	Stx16	Swi5	Syf2	Syngr1	Syngr2	Tagln2	Tex261	Thrsp	Timp2	Tle5	Tm4sf1	Tmed3	Tmed9	Tmem100	Tmem160	Tmem50a	Tmem86a	Tmsb10	Tmsb4x	Tnfsf13b	Tomm6	Tpm3	Tpt1	Trem2	Trex1	Trim35	Tspan4	Tspan7	Tspo	Tubb6	Tyrobp	Ubb	Ube2m	Ubxn1	Upk1b	Usp2	Vim	Vkorc1	Vps28	Vti1b	Wbp2	Xist	Ybx1	Ypel3	Ywhae	Zfp710
TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_ASTROCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_ASTROCYTE_AGEING	1110065P20Rik	2700097O09Rik	9930021J03Rik	Aamp	Abhd11	Abl1	Acyp2	Add1	Adgrl1	Adrm1	Akr1a1	Aldoc	Anapc11	Ano6	Anp32b	Ap2a1	Arglu1	Arhgdia	Arhgdib	Arhgef40	Arid5a	Arl16	Arl2	Arl3	Arl8a	Arpc4	Arpc5	Atp6v0b	Atp6v1g1	Atpif1	Aurkaip1	B2m	Baiap2	Bckdha	Bdh1	Bloc1s1	Boc	Bod1	Brd2	Btbd10	Bub3	C3	Calm2	Calm3	Camk1	Camk2n1	Capg	Capns1	Ccnd1	Cct5	Cd63	Cdc5l	Cend1	Cfl1	Cfp	Chchd10	Cirbp	Cldn11	Clk1	Clk3	Commd2	Commd4	Cope	Cotl1	Cox5a	Crbn	Crip2	Csf1r	Csrp2	Ctsl	Cuedc2	Cuta	Cxcl1	Cxcl14	Cystm1	Dbndd2	Dcn	Ddt	Dhx36	Dmac1	Dnajc30	Dnajc9	Dnlz	Drap1	Dtx1	Dtx3	Dync1h1	Dynll1	Dynlrb1	Ehmt1	Eif3f	Eif3k	Eif5a	Eif6	Elf2	Emc4	Emid1	Endog	Eng	Eno1b	Erdr1x	Etfb	Fam104a	Fam181b	Fam50a	Fbxo2	Fgfr1op2	Filip1l	Fkbp2	Fkbp3	Fnbp1	Fndc3a	Fos	Fosl2	Foxn2	Frg1	Ftl1	Fuom	Fxyd1	Gadd45gip1	Gcat	Gfer	Gm11627	Gm1673	Gnb1	Gon4l	Gpr173	Gpx3	Gpx4	Grcc10	Gria2	Gsn	Gstm1	Gstm5	Gsto1	Gstp1	Gt(ROSA)26Sor	Gtf2b	Gtpbp1	H2-D1	H2-K1	H2aj	H3f3b	Hacd2	Hadha	Haghl	Has1	Hcfc1r1	Hdac7	Hebp1	Hes5	Hint1	Hmgb1	Hmgn2	Hmgn3	Hnrnpa0	Hnrnpul1	Hpcal1	Hprt	Hspa1a	Hyal2	Idh2	Ifi27	Ifitm3	Ifngr1	Ift27	Igfbp7	Ik	Inhbb	Inppl1	Ip6k2	Ipo13	Iqsec1	Irf2bpl	Isca2	Jund	Kansl1	Kansl3	Kcnk2	Kdm6b	Kif21a	Klf5	Kti12	Lamtor4	Ldhb	Lgals3	Lgals9	Lgmn	Lhpp	Limd2	Lmna	Lmo4	Lrif1	Lrp1	Lrrc47	Lrrc4b	Lrrc75b	Lsm10	Lsp1	Lxn	Ly6d	Lyz2	Mageh1	Malat1	Mapk1ip1l	Matk	Mdh1	Mdh2	Megf9	Mertk	Mettl26	Mettl9	Mfap1b	Mfn2	Mgp	Mgst1	Mif	Mir9-3hg	Mpc1	Mpv17l2	Mpzl1	Mras	Mrpl2	Mrps11	Mrps12	Mrps16	Mtfr1l	Mtrf1l	Mtss2	Myadm	Myc	Mylip	Myoc	Naa10	Naa20	Naa80	Nabp2	Napa	Nat8f3	Ncbp2as2	Ncoa1	Ndufa12	Ndufb9	Nedd8	Nfic	Ngrn	Nkain4	Nme7	Nnat	Npc2	Npm1	Nrxn2	Nsmce1	Nudt3	Nupr1	Oaz1	Oga	Olfm2	Otub1	Pabpc1	Pabpn1	Paqr6	Pard3	Park7	Pcbp2	Pcolce	Pcsk1n	Pdcl3	Pde6d	Per3	Pfdn1	Pfdn5	Pfdn6	Pfn1	Phf20l1	Phf21a	Phf5a	Phlpp1	Phpt1	Pigc	Pitpnm2	Pld2	Plpp3	Pmm2	Pnrc1	Pomp	Pou3f3	Ppp1r15a	Ppp5c	Pqbp1	Prdm16	Prdx5	Prkci	Prrc2c	Prxl2a	Psd2	Psip1	Psmb4	Psmb6	Psmb8	Psmb9	Psmc2	Psmc3	Psmd12	Psme3ip1	Ptms	Ptpn1	Pura	Pygl	Rab34	Rab4b	Ramac	Rarres2	Rasa2	Rbm26	Rbm39	Rdh10	Rest	Rfx5	Rheb	Rhoc	Rhog	Rhoj	Ripk2	Rpl13	Rpl13a	Rpl18a	Rpl4	Rpl6	Rplp0	Rps24	Rps3	Rps6ka1	Rps9	Rrp1	Rsrc2	Rtl8c	S100a10	S100a16	Sap18	Sarnp	Sat1	Sdhc	Sec11a	Sel1l	Selenok	Selenom	Selenow	Sf3b2	Sf3b5	Sfr1	Sfxn5	Sh3bgrl3	Shisa4	Shisa5	Slc15a2	Slc9a6	Smim20	Snrnp27	Snrpb	Snrpc	Snrpd3	Snx6	Sod2	Sod3	Sox2	Sox9	Spacdr	Sparc	Specc1l	Spen	Spr	Sri	Srp14	Srpk2	Srrm1	Ssb	Ssna1	Ssr1	Stat1	Stmn1	Suclg1	Sun1	Swi5	Syf2	Syn1	Syngr2	Synrg	Syp	Sypl2	Szrd1	Taf13	Tagln2	Taldo1	Tceal9	Tcirg1	Tenm3	Tgfbi	Thy1	Tigd2	Tle5	Tm4sf1	Tmed3	Tmed9	Tmeff2	Tmem119	Tmem14c	Tmem160	Tmem43	Tmsb4x	Tmtc2	Tnk2	Tomm6	Tra2a	Trappc6b	Trf	Trim13	Trp53i13	Trp53inp1	Tspan13	Tspan4	Tspo	Tubb4a	Tubb6	Tulp3	Tut4	Ubald1	Ubb	Ubb-ps	Ube2l3	Ube2q1	Ubiad1	Ubxn1	Ubxn8	Uqcc2	Uqcc3	Usp42	Vamp8	Vegfa	Vegfb	Vim	Vps28	Vps35	Vti1b	Washc3	Wbp2	Wdfy3	Wdr6	Xpo6	Ybx1	Yipf3	Yipf6	Ywhah	Yy1	Zc3h13	Zfp444	Zfp651	Zmym6
TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_BRAIN_PERICYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_BRAIN_PERICYTE_AGEING	1700025G04Rik	1810037I17Rik	2010320M18Rik	Aarsd1	Abi3	Abl2	Acin1	Acy1	Adrm1	Ahnak	Akap11	Akap5	Akr1a1	Akt1s1	Anapc11	Ang	Ano3	Anp32a	Anp32b	Anxa1	Anxa2	Ap2s1	Ap4s1	Apoe	Apold1	Arhgdia	Arl2	Arl3	Arl6ip4	Arpc1b	Arpc3	Atf3	Atf5	Atg101	Atg3	Atp5c1	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5l	Atp5o	Atp5pb	Atp6v0b	Atp6v0c	Atp6v0e	Atp6v1f	Atp6v1g1	Atpif1	B230217C12Rik	B2m	BC029722	BC031181	Babam1	Banf1	Bcas3	Bckdha	Bcl7c	Bcr	Bex3	Birc6	Bloc1s1	Bmyc	Bpgm	Brcc3	Bri3	Bsg	Bst2	Btf3	Btg2	Bud23	C1qtnf2	C1qtnf6	Cabp1	Cadm4	Calm2	Camk1	Cand1	Capg	Capns1	Cavin3	Cbr1	Ccdc107	Ccdc124	Ccdc80	Ccdc85b	Ccnl1	Cd63	Cd74	Cd9	Cdc123	Cdc37	Cdc42ep3	Cdc42ep5	Cdk2ap2	Cdkn1a	Cdkn1c	Cdkn2d	Cebpb	Cebpd	Cetn2	Cfl1	Chchd10	Chchd2	Chchd7	Chd4	Chil1	Chmp2a	Chp2	Chrac1	Ciao2b	Cirbp	Cisd1	Cldn11	Clic1	Clpp	Cltb	Cmc2	Cnih4	Coa3	Col6a1	Commd1	Commd7	Cope	Copz2	Cox14	Cox4i1	Cox4i2	Cox5a	Cox5b	Cox6a1	Cox6c	Cox8a	Crip1	Crtc1	Cryab	Csnk2b	Csrp2	Cst3	Cstb	Ctsl	Ctsz	Cuedc2	Cuta	Cxcl1	Cxxc5	Cyba	Cyc1	Cycs	Cystm1	D8Ertd738e	Daam2	Dad1	Dapk1	Dapk3	Dbi	Dbndd2	Dcaf13	Dctn3	Dctn6	Ddah2	Ddhd2	Ddrgk1	Dgcr6	Dgkh	Dhx58	Dnajc1	Dnajc3	Dnajc4	Dnajc9	Dpm1	Drap1	Dtd1	Dusp14	Dusp16	Dynll1	Dynll2	Dynlrb1	Ebna1bp2	Edf1	Ehd4	Ehmt2	Eif1ax	Eif3i	Eif3k	Eif4ebp1	Eif5a	Eif6	Elmo1	Elob	Emc4	Emd	Emp3	Enho	Epb41l4a	Ercc1	Erp29	Etfb	Eva1b	Eva1c	Exosc7	Faim	Fam104a	Fam111a	Fam171b	Fam204a	Fam89b	Fau	Fbxl7	Fis1	Fkbp2	Fn1	Foxs1	Fth1	Ftl1	Fxyd1	Fxyd5	Gabarap	Gabarapl2	Gadd45b	Gadd45g	Gadd45gip1	Gata3	Gimap4	Gm11627	Gm13889	Gnb1	Gng10	Gng11	Gng5	Gp1bb	Gpatch4	Gps2	Gpx1	Gpx4	Grina	Grpel1	Gstm1	Gstp1	Gstt1	Gtf2h5	H2-Aa	H2-D1	H2-K1	H2az2	H2bc4	H3f3a	H3f3b	Hax1	Hbegf	Hcfc1r1	Hes1	Hexa	Higd2a	Hilpda	Hint1	Hmg20b	Hmgb1	Hmgb2	Hmgn1	Hmgn2	Hmgn3	Hmgn5	Hnrnpr	Hsbp1	Hsd17b10	Hspb2	Id1	Id3	Idh2	Idh3g	Ier2	Ier3	Ifi27	Ifi30	Ifitm2	Ifitm3	Ift20	Ift43	Igfbp6	Il11ra1	Il33	Ildr2	Ino80e	Inpp4a	Insyn2a	Iqsec2	Irf1	Iscu	Itga3	Iws1	Jkamp	Jtb	Junb	Jund	Kdm6b	Kl	Klf13	Klf4	Klf5	Klf7	Kpna4	Krt14	Krt15	Lamtor1	Lamtor2	Lamtor4	Laptm4a	Ldb1	Ldhb	Leng1	Lgals3	Lmna	Lmod1	Lox	Lpar1	Lrrc8a	Lrsam1	Lsm2	Lsm4	Ltbp3	Lum	Lxn	Ly6a	Ly6c1	Ly6d	Ly6e	Manbal	Manf	Map1lc3a	Map2k2	Mapk1ip1l	Mapk6	Marf1	Maz	Mcm3ap	Mdh1	Mdh2	Mea1	Med10	Med19	Med28	Med29	Mettl23	Mettl26	Mettl3	Mgll	Mgp	Mgst3	Micos10	Micos13	Mien1	Mif	Mir24-2	Mllt6	Mlst8	Mnt	Mocs2	Mon2	Mospd3	Mpc1	Mpc2	Mpv17l2	Mrgpre	Mrpl17	Mrpl19	Mrpl23	Mrpl28	Mrpl35	Mrpl48	Mrps11	Mrps12	Mrps18a	Mrps18c	Mrps24	Mrps26	Mrps35	Mrto4	Mt1	Mt2	Mtx3	Mustn1	Mxd4	Myl12a	Myl12b	Myl6	Myl9	Naa80	Nabp2	Naca	Nat8l	Naxe	Nbdy	Nbl1	Ncoa3	Ndufa1	Ndufa11	Ndufa12	Ndufa13	Ndufa2	Ndufa4	Ndufa4l2	Ndufa5	Ndufa7	Ndufa8	Ndufa9	Ndufb10	Ndufb11	Ndufb2	Ndufb4	Ndufb6	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufs3	Ndufs6	Ndufs7	Ndufs8	Ndufv2	Nedd8	Nexn	Nfic	Nfkbia	Nfu1	Nhsl1	Ninj1	Nme2	Nod1	Nol7	Npc2	Npm1	Nr4a2	Nsd3	Nsmce1	Nt5dc3	Ntmt1	Nudt16	Nudt9	Nupr1	Oaz1	Oga	Ormdl3	Ost4	Pabpn1	Pacs1	Pagr1a	Park7	Pcp4l1	Pdcl3	Pdgfa	Pdlim2	Pebp1	Pfdn1	Pfdn2	Pfdn5	Pfdn6	Pfn1	Phb2	Phka2	Phlda3	Pi16	Pigp	Pigyl	Pih1d1	Pin1	Pkd2	Pkig	Pkn2	Plekhb1	Plekho1	Plpp3	Pmf1	Pnrc1	Pold4	Polr1d	Polr2a	Polr2e	Polr2i	Polr3gl	Polr3h	Pomp	Ppdpf	Ppfia2	Ppib	Ppp1r11	Ppp1r14a	Ppp1r35	Pqbp1	Prdx5	Prg4	Prkra	Prkrip1	Prr13	Prrc2a	Psma1	Psma3	Psma6	Psma7	Psmb1	Psmb2	Psmb3	Psmb4	Psmb6	Psmc2	Psmc3	Psmc5	Psmd4	Psmd7	Psme2	Ptgr1	Ptma	Ptms	Ptpn1	Ptpn5	Pttg1	R3hcc1	R3hdm2	Rab3a	Rabac1	Rabepk	Rad21	Ramp1	Ranbp1	Rap1a	Rasd1	Rasgrp2	Rassf1	Rbm26	Rbm3	Rbm8a	Rcn1	Rdh13	Reep5	Rex1bd	Rgs2	Rheb	Rhoc	Rnaset2b	Rnd1	Rnd2	Rpl10a	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18a	Rpl21	Rpl24	Rpl27a	Rpl3	Rpl32	Rpl34-ps1	Rpl35	Rpl36	Rpl41	Rpl6	Rpl9	Rplp0	Rplp1	Rplp2	Rps10	Rps11	Rps14	Rps15	Rps18	Rps19	Rps2	Rps20	Rps3	Rps5	Rps7	Rps9	Rpsa	Rrad	Rras	Rrp15	S100a1	S100a11	S100a6	Samd4	Sar1b	Sarnp	Sat1	Scamp3	Scand1	Scn2b	Sdc4	Sdhc	Sdhd	Selenbp1	Selenok	Selenom	Selenow	Sem1	Serbp1	Serf2	Sertad1	Set	Setd7	Sf3b4	Sfn	Sfxn1	Sgcb	Sh3bgrl3	Shisa5	Sin3b	Skic8	Slc16a11	Slc25a3	Slc25a5	Slc38a2	Slc45a4	Slk	Smarcb1	Smdt1	Smim14	Smim20	Smoc2	Snai1	Sncg	Snrpa	Snrpb	Snrpc	Snrpd2	Snrpd3	Snu13	Sod1	Sod2	Son	Spag7	Spcs1	Spint2	Spr	Spsb2	Srp14	Srpk2	Srsf5	Ssna1	Ssr4	Sst	Ssu72	Stub1	Sub1	Suclg1	Sumo1	Swi5	Syf2	Syngr2	Sys1	Szrd1	Tagln2	Tbc1d22b	Tbcb	Tbkbp1	Tceal8	Tceal9	Tcf7l2	Tecr	Thap3	Thap7	Timm13	Tle5	Tln1	Tma7	Tmed3	Tmed9	Tmem11	Tmem14c	Tmem160	Tmem176b	Tmem203	Tmem234	Tmem250-ps	Tmem9	Tmsb10	Tmsb4x	Tnfrsf12a	Tomm5	Tomm6	Tpm2	Tppp3	Tpt1	Trappc2l	Trappc6b	Trarg1	Trex1	Trim56	Tspo	Tssc4	Tuba4a	Tubb6	Tulp3	Twf1	Txn2	Txndc17	U2af1	Uba52	Ubald1	Ubb	Ubb-ps	Ube2k	Ube2m	Ube2v1	Ubxn1	Ubxn4	Unc50	Uqcc2	Uqcr10	Uqcrb	Uqcrh	Uqcrq	Use1	Usf2	Usp2	Vamp8	Vasp	Vegfb	Vgll4	Vkorc1	Vps28	Vps29	Vps72	Wbp2	Wdr81	Wdr91	Xirp1	Ybx1	Yipf3	Ypel3	Zcchc17	Zfand2b	Zfp326	Zfp36	Zfp414	Zfp524	Zfp560	Zfp622	Zfp709	Zfpl1	Zic2	Zrsr2	Zscan26
TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_ENDOTHELIAL_CELL_AGEING	0610010K14Rik	1810037I17Rik	AW112010	Acer2	Acot8	Acta2	Adrm1	Ahsa1	Akt1s1	Aldoa	Alpl	Anapc11	Ankrd37	Anxa2	Ap2s1	Aplp1	Apoa1	Apoe	Arhgdia	Arl2	Arl3	Arl4a	Arpc3	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5l	Atp6v0c	Atp6v0e	Atp6v1f	Atp6v1g1	Atpif1	B2m	BC005624	BC028528	BC029722	BC031181	Bad	Bcl7c	Bloc1s1	Bri3	Brk1	Bsg	Bst2	C1d	Calm1	Calm2	Capg	Cavin3	Ccdc12	Ccdc124	Ccdc85b	Cd74	Cd9	Cdk2ap2	Cdkn2d	Cenpx	Cfl1	Chmp2a	Chrac1	Cib1	Ckb	Cldn11	Cldn5	Clic1	Clpp	Cltb	Clu	Cmtm8	Cnp	Commd1	Copz2	Cox4i1	Cox5a	Cox7a2l	Cox8a	Crip1	Crip2	Csnk2b	Cst3	Cyb5a	Cyba	Cystm1	Dad1	Dctn3	Ddhd2	Ddrgk1	Depp1	Dhrs3	Dpysl2	Drap1	Dynll1	Dynlrb1	Ece1	Eef1d	Egfl7	Eif1b	Eif3k	Eif5a	Eif6	Elof1	Emc4	Emc7	Exosc5	Fam110d	Fdx1	Fis1	Fkbp2	Flt4	Fmo1	Fmo2	Fosl2	Fth1	Ftl1	Furin	Fxyd5	Gabarapl2	Gadd45gip1	Gapdh	Gatad1	Gkn3	Gm2a	Gnb1	Gng11	Gpm6b	Gpx3	Gpx4	Gstm1	Gstm2	Gstp1	Gtf2a2	H2-Ab1	H2-D1	H2-K1	H2-Q6	H2az1	H2az2	H3f3b	Hdac7	Hint1	Hint2	Hrct1	Hsbp1	Icam2	Id1	Id2	Ier2	Ier3	Ifi27	Ifitm2	Ifitm3	Inpp4a	Iscu	Jund	Kdelr1	Kdm6b	Klf13	Klf2	Klf4	Klf7	Klk1	Kmt2b	Krt14	Krt15	Krt18	Krt8	Lamtor1	Lamtor2	Lamtor4	Laptm4a	Ldha	Ldhb	Lgals4	Lrrc8a	Lsm2	Lxn	Ly6a	Lypd8	Mag	Mageh1	Map1lc3a	Marf1	Mbp	Mdh2	Mea1	Mgp	Mgst1	Micos13	Mien1	Mif	Mir24-2	Mllt6	Mobp	Mrpl51	Mrpl58	Mrps12	Mtarc2	Myl12a	Myl9	Nabp2	Naxe	Ndufa11	Ndufa12	Ndufa6	Ndufb10	Ndufb11	Ndufb7	Ndufb8	Ndufb9	Ndufc2	Ndufs7	Ndufs8	Ndufv2	Nedd8	Nfic	Nsd3	Nudt3	Oaz1	Ostc	Park7	Pcp4l1	Pdcl3	Pdrg1	Pebp1	Pfdn2	Pfdn5	Pfn1	Pglyrp1	Pigp	Pin1	Pkig	Plaat3	Plekhb1	Plp1	Plscr1	Polr2e	Polr2g	Polr3gl	Pomp	Ppib	Ppp1r11	Prdx5	Prr13	Psenen	Psmb2	Psmb3	Psmb6	Psmb9	Psmc3	Psmd4	Ptgds	Ptma	Ptms	Pttg1	Rabac1	Ramp2	Rbm26	Rbm39	Rbm42	Rbm8a	Rdm1	Reep5	Rex1bd	Rhoc	Rnase4	Rnaset2b	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl18a	Rpl24	Rpl3	Rpl32	Rpl34-ps1	Rpl35	Rpl6	Rpl9	Rplp1	Rps13	Rps18	Rps20	Rps27	Rps3	Rps5	Rps7	Rps9	Rpsa	Rtf1	S100a1	S100a11	S100a13	S100a16	S100a6	Scand1	Sdc4	Sdhc	Selenok	Selenom	Selenow	Serf2	Sf3b2	Sf3b4	Sft2d1	Sh3bgrl3	Skil	Slc25a5	Smad7	Smco4	Smdt1	Smim14	Smim30	Snrpb	Snrpc	Sod1	Spag7	Spcs1	Spr	Ssbp4	Stmn1	Stmn2	Sub1	Swi5	Syf2	Syt11	Szrd1	Tceal9	Tcf15	Tex261	Tle5	Tma7	Tmbim4	Tmed3	Tmed9	Tmem160	Tmem176b	Tmem234	Tmem250-ps	Tmem50a	Tmsb10	Tmsb4x	Tomm6	Tpi1	Trappc3	Trf	Trir	Trmt112	Tspan4	Tspo	Tubb4a	Tubb5	Twf1	Txn2	Ubald1	Ubb	Ubb-ps	Vamp5	Vamp8	Vps28	Vti1b	Vwf	Wbp2	Zfp36	Zfpl1	Zic2	Zmat5	Znhit1	Zscan26
TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_INTERNEURON_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_INTERNEURON_AGEING	Abhd8	Acta2	Adcy1	Aldoa	Atp5b	Atp6v0c	Bsg	Calb2	Caln1	Cbln1	Ccn1	Cplx2	Dcn	Diras2	Dpt	Emc10	Fbln1	Fos	Gpm6a	H2-Aa	H2-D1	H2-K1	H3f3b	Hsd11b1	Hsp90ab1	Jund	Krt14	Lin7a	Malat1	Map1b	Meg3	Mfap4	Micu3	Morf4l1	Mxra8	Ndufa4	Neurod1	Nrxn2	Pcsk1n	Ppp3ca	Prdx1	Prkcb	Psap	Rbfox3	Rplp0	Rtn1	Scn2a	Snap25	Snhg11	Sqstm1	Srrm2	Ubb-ps	Ypel3	Zic2
TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_NEURON_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_NEURON_AGEING	1110065P20Rik	1500012K07Rik	1700025G04Rik	1700109H08Rik	1700113A16Rik	2310022B05Rik	2410021H03Rik	3110009E18Rik	4930413F20Rik	4930512B01Rik	4930590J08Rik	5031425E22Rik	5031439G07Rik	5430416N02Rik	9130401M01Rik	9930021J03Rik	A230057D06Rik	A930015D03Rik	AU040320	AW495222	Aacs	Abcc5	Abhd17a	Ablim2	Acaa2	Acadvl	Acbd6	Acp6	Actr6	Acvr2b	Acvrl1	Adam11	Adamts1	Adamts17	Adamtsl5	Adap1	Adcy1	Adcy5	Adcy9	Adgra2	Adgrb1	Adgrb3	Adgrl1	Adh1	Ado	Agap3	Agbl4	Agpat5	Ajm1	Akap13	Akap8	Akr1e1	Alas2	Aldh5a1	Aldoc	Amer3	Ammecr1l	Ankrd13d	Ankrd54	Anks1	Ano4	Anxa2	Anxa3	Ap2a1	Ap2b1	Ap5z1	Apoe	Apoo	Arap2	Arel1	Arf5	Arhgap17	Arhgap27	Arhgef40	Arih1	Arl3	Arl5b	Arl6ip4	Armc9	Arpc1b	Arpc2	Arpc3	Arrb2	Asb6	Asphd1	Atg4d	Atox1	Atp11b	Atp1a2	Atp5g2	Atp6v0c	Atp6v0d1	Atp8a1	Auts2	B130024G19Rik	B2m	B4galnt4	B4galt5	B4galt7	B9d2	BC005624	BC037032	Bahcc1	Baiap2	Basp1	Bax	Bcl2	Bcl9l	Begain	Bend5	Bgn	Bola2	Borcs6	Brap	Bri3	Brme1	Bsn	Btg2	C1qtnf1	C1qtnf4	C2cd3	Cacna1a	Cacna1g	Cacng2	Caln1	Camk2a	Camk2n1	Cant1	Capg	Caprin2	Car11	Card19	Casc3	Cat	Cbl	Ccar2	Ccdc13	Ccdc73	Ccdc80	Ccdc85b	Ccdc9	Ccny	Ccr7	Cd177	Cd74	Cd9	Cdc42ep1	Cdc42se1	Cdhr3	Cdk12	Cdk5r1	Cdkn2aip	Cebpd	Celf3	Celf5	Cep135	Cep164	Cep95	Cfh	Chchd10	Chd3	Chd4	Chd5	Chd8	Chil1	Chka	Chmp4b	Chst1	Cirbp	Clcn6	Cldn5	Clec16a	Clic4	Clip2	Clk2	Clvs2	Cnih2	Cnot10	Cog1	Col1a1	Col1a2	Col3a1	Commd4	Commd9	Comtd1	Coro1b	Cpt1c	Cracr2b	Crtc3	Csnk1g2	Csrp1	Cst3	Ctbs	Ctc1	Ctdsp1	Ctnnd2	Ctsc	Cttnbp2	Cttnbp2nl	Cul9	Cyb5d2	Cyp20a1	Cyp4f16	Cystm1	Cyth1	D11Wsu47e	Dapk3	Dbp	Dcdc2a	Dcn	Dctn6	Ddah2	Ddit4	Ddx10	Dennd1b	Dgcr6	Dgkz	Dhx37	Dido1	Diras1	Dmd	Dmrtc1a	Dnajc1	Dnajc30	Dock7	Dpf1	Dpyd	Drap1	Dtx3	Dusp23	Dxo	Dync2i1	Dynll2	E530011L22Rik	Efcab15	Ehmt2	Eif2b4	Eif3j2	Eif6	Elac1	Ell	Elp2	Endog	Enoph1	Epb41l4b	Epg5	Ercc6	Erdr1x	Eri2	Evl	Exoc6	Exoc6b	Exosc1	Exosc6	Exosc8	F8a	Fabp5	Fam104a	Fam110d	Fam161a	Fam171a2	Fam205c	Fam20a	Fam228b	Fam3d	Fam98c	Fbl	Fbln1	Fbxl15	Fbxo2	Fbxw8	Fcgrt	Fcmr	Fdx2	Fem1al	Fem1b	Fem1c	Fgf11	Fgf5	Fh1	Fig4	Fkbp10	Fkbp3	Flna	Fmn2	Focad	Foxj3	Frs2	Fryl	Fth1	Ftl1	Ftsj1	Fxr2	Fxyd1	G2e3	Gad1	Gadd45gip1	Galnt9	Gar1	Gatm	Get3	Gfpt1	Gga1	Gid8	Gigyf1	Ginm1	Glrx3	Glrx5	Glt8d1	Gm10584	Gm13889	Gm14295	Gm15446	Gm15612	Gm15663	Gm15760	Gm1673	Gm16894	Gm20754	Gm5113	Gm6981	Gnb2	Gpatch1	Gpatch8	Gper1	Gpr137	Gpr137c	Gpr150	Gpr162	Gpr27	Gpt	Gpx1	Gpx3	Gpx8	Gramd4	Grb10	Grcc10	Gria1	Grik5	Grin1	Grin2b	Gsn	Gstm1	Gstm6	Gstt1	Gtf3c5	Gtpbp2	Gtpbp6	Gucy2g	H2-Aa	H2-D1	H2-Eb1	H2-K1	H2ac13	H2az2	H2bc4	Hadh	Haghl	Hcn2	Hdac5	Hdac7	Heatr5b	Hip1r	Hmgcs2	Hook2	Hpca	Hpgds	Hs3st4	Hsd17b11	Hyal3	Iapp	Icam1	Icmt	Iffo2	Ifitm10	Ifnar1	Ift43	Ift80	Il15ra	Il6ra	Inf2	Ing4	Ino80e	Inpp5e	Ins2	Insyn1	Iqcc	Iqgap1	Iqsec2	Irak4	Isy1	Itgb1bp1	Itpr1	Jag2	Jam3	Jpt1	Jund	Kank3	Kansl1l	Kcnj6	Kctd1	Kctd16	Kctd17	Kctd20	Kdm6a	Kdm6b	Keap1	Khsrp	Kif21b	Kiz	Klc2	Klf4	Klhl23	Klhl33	Kpna4	Krt15	Krt8	Kyat1	L3mbtl2	Lamc1	Lamtor4	Lcmt2	Lgals8	Lhfpl5	Lmo4	Lpcat2	Lrp1	Lrrc14	Lrrc32	Lrrc4	Lrrc42	Lrrc4b	Lrrfip1	Lsm4	Ltbp1	Luc7l2	Lum	Lurap1l	Ly6h	Lypd8	Lypla2	Lyz2	Lzts3	Madd	Mag	Magi2	Malsu1	Mamdc2	Manbal	Map1s	Map2k2	Map3k10	Map3k3	Mapk11	Mapk3	Mapk8ip1	Mast1	Mast3	Matk	Maz	Mbip	Mblac1	Mbp	Mcm3ap	Mdga2	Mecr	Med10	Med13l	Med19	Megf8	Mettl1	Mettl14	Mettl8	Mfap1b	Mfap4	Mfn1	Mfsd13a	Mgp	Mideas	Mien1	Mink1	Mir124a-1hg	Mir9-3hg	Mllt1	Mon2	Mospd2	Mpc1	Mpv17l2	Mrm3	Mrpl13	Mrpl16	Mrpl20	Mrpl21	Mrpl22	Mrpl24	Mrpl33	Mrpl48	Mrps12	Mrps16	Mrps21	Mrps24	Msl3	Msra	Mt1	Mterf2	Mtln	Mtmr10	Mtss2	Mxd4	Mycbp2	Mylk	Myo1c	Mypop	N4bp2	Nabp2	Nacc2	Nagpa	Nat8f4	Ncan	Ncmap	Ndrg2	Ndufa12	Ndufaf2	Ndufb4	Ndufb7	Nectin1	Neurod2	Nfasc	Nfat5	Nfkbil1	Nhlrc3	Niban2	Nkd1	Nktr	Nln	Nmnat1	Nol3	Nova1	Nr2c1	Nr2c2ap	Nr2f1	Nrgn	Nrxn2	Nsun5	Nt5c	Ntm	Nuak1	Numbl	Nup153	Nup160	Nutf2	Nxph3	Obsl1	Otud7a	Pabpn1	Pacs1	Pafah2	Palm	Panx2	Pappa	Particl	Pcbd2	Pcdhgc4	Pcgf2	Pck2	Pcp4	Pcsk1	Pcsk1n	Pcyt2	Pdcd5	Pde4a	Pde8b	Pdk1	Pdlim3	Pdss2	Pdzd4	Pelp1	Per1	Pet100	Pex6	Pfdn1	Pfdn2	Pfn1	Pgp	Phf2	Phf21b	Phgdh	Phldb2	Phospho2	Pianp	Pias4	Pick1	Pigh	Pik3r4	Pitpnm2	Pla2g4b	Pla2g4e	Plekhj1	Plekho1	Plod1	Plp1	Plpp3	Plscr1	Pltp	Plvap	Pmepa1	Pnisr	Pnpla6	Poc1a	Polr2i	Polr2j	Polr3e	Pomc	Pon2	Pou3f1	Ppa2	Ppcs	Ppic	Ppp1r11	Ppp1r12c	Ppp1r1a	Ppp1r1b	Ppp1r35	Ppp1r9b	Prc1	Prickle1	Prkar2a	Prkce	Prkcg	Prkd3	Prmt3	Prr13	Prr5l	Prrc1	Prrg2	Prrt1	Pstk	Pstpip2	Ptgds	Ptges3l	Ptgis	Ptms	Ptpa	Ptpmt1	Ptpn5	Ptprn	Ptprs	Ptrhd1	Pus10	Pvalb	Pxmp4	Pycr1	Pycrl	Qdpr	Qsox1	R3hcc1	R3hdm4	Rab11fip2	Radil	Ralbp1	Ralgds	Rapgef4	Rars2	Rasgef1a	Rasl10b	Rasl11a	Rbfox3	Rbm12	Rbm22	Rbm7	Rdh13	Rell2	Rex1bd	Rfng	Rgl2	Ring1	Ripk1	Rmdn1	Rnd2	Rnf138	Rnf149	Rnf157	Rnf165	Rnf182	Rnf208	Rpf1	Rpl13	Rpl13a	Rpl17	Rpl18	Rpl26	Rpl29	Rpl30	Rpl32	Rpl35	Rps15	Rps20	Rps24	Rps27l	Rps3	Rps3a1	Rps7	Rpsa	Rrbp1	Rsu1	Rtf1	Rtl8a	Rundc3a	Rwdd4a	Ryk	S100a16	S100b	S1pr1	Safb2	Samd4b	Sap130	Sap30l	Scand1	Schip1	Scnm1	Sco2	Scp2	Sdc4	Sdcbp2	Sec14l1	Selenop	Selenow	Sema4g	Sema5b	Sema6b	Senp6	Serinc2	Serp2	Serpinb6a	Serpinf1	Sez6	Sez6l2	Sf3a2	Sf3b5	Sft2d1	Sfxn3	Sgce	Sh3yl1	Shank3	Sharpin	Shq1	Sidt1	Sirpa	Skic2	Slc10a3	Slc1a2	Slc1a3	Slc1a6	Slc25a18	Slc25a25	Slc25a27	Slc25a35	Slc25a42	Slc30a4	Slc35d1	Slc36a1	Slc4a3	Slc9a6	Smad7	Smarcd1	Smarcd3	Smim20	Smim29	Smpdl3b	Snf8	Snhg7	Snph	Snrpc	Snrpd2	Sod3	Sorbs3	Sparc	Spg7	Sphk2	Spint2	Spns2	Spr	Sptbn2	Sptbn4	Src	Srcin1	Srebf2	Srf	Srrm1	Srrm3	Ssbp4	St14	St6gal2	Stard10	Stau1	Stk11ip	Stk38	Stk40	Stmn4	Stx16	Stxbp4	Sult2b1	Swi5	Swsap1	Synpo2	Syt7	Tab1	Taco1	Taf5	Taf7	Taok2	Tarsl2	Tbc1d1	Tbc1d7	Tbcd	Tchh	Tcp11l1	Tedc2	Tektip1	Terf1	Tex261	Tfdp2	Tfpt	Tgfb1i1	Tgfbr2	Tgoln1	Them4	Them6	Thoc6	Thy1	Tigd5	Timp4	Tle5	Tmc7	Tmem100	Tmem101	Tmem160	Tmem175	Tmem208	Tmem240	Tmem259	Tmem39b	Tmem41a	Tmem42	Tmem67	Tmem88	Tmsb10	Tmsb4x	Tnip1	Tnk2	Tomm6	Tomm6os	Tppp3	Trak1	Trank1	Trappc6a	Trf	Trim47	Trim67	Trim68	Trio	Trp53rkb	Trpc1	Trrap	Trub2	Tsc1	Tspan14	Tsr1	Tsr3	Tssc4	Ttc13	Ttc14	Ttc9b	Ttyh1	Tuba1c	Tunar	Txndc11	Txnrd1	Tyro3	U2af1	Ube2m	Ube2o	Ube2z	Ubxn1	Uchl3	Ufsp1	Ulk1	Ulk2	Unkl	Uqcc6	Usp10	Usp20	Usp31	Vegfa	Vegfb	Vgf	Vgll4	Vim	Vps11	Vps13d	Vps26c	Vps37d	Vwa5b2	Wdr59	Wdr75	Wipi1	Wwox	Wwtr1	Xrn2	Yeats2	Ypel4	Zbed6	Zbtb22	Zbtb49	Zc3h6	Zcchc14	Zdhhc4	Zfand3	Zfhx2	Zfp111	Zfp324	Zfp335	Zfp36	Zfp362	Zfp428	Zfp575	Zfp599	Zfp622	Zfp647	Zfp692	Zfp708	Zfp771	Zfp786	Zfp787	Zfp804a	Zfp82	Zfp821	Zfp827	Zfp85os	Zfp874b	Zfp956	Zfpl1	Zfyve9	Zgpat	Zpbp	Zranb1	Zyx
TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_OLIGODENDROCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_OLIGODENDROCYTE_AGEING	0610010K14Rik	1110004F10Rik	1190005I06Rik	1500011B03Rik	1700063D05Rik	2210016L21Rik	2310011J03Rik	2310033P09Rik	4933434E20Rik	Aamp	Aarsd1	Abca8a	Abcf1	Abcg1	Abhd17a	Acot13	Acot7	Acp1	Acy1	Acyp2	Adh5	Adprh	Adrm1	Aga	Ahsa1	Ahsa2	Aif1l	Aig1	Aimp2	Aip	Ak2	Akap9	Akr1a1	Akr7a5	Akt1s1	Aldh2	Aldoa	Aldoc	Anapc11	Anapc16	Anp32b	Antkmt	Anxa2	Anxa5	Aopep	Ap1s1	Ap2a1	Ap2s1	Ap4s1	Apod	Apoe	Aprt	Aptx	Arf1	Arf5	Arhgap23	Arhgdia	Arl2	Arl3	Arl4d	Arl6ip4	Arl6ip5	Arl8a	Arpc1a	Arpc1b	Arpc3	Arpc4	Arpc5l	Atf4	Atg101	Atg3	Atp5c1	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5l	Atp5o	Atp5pb	Atp6v0b	Atp6v0c	Atp6v0e	Atp6v1d	Atp6v1f	Atp6v1g1	Atraid	Auh	Aup1	Aurkaip1	B2m	B3gat3	BC004004	BC005624	BC029722	BC031181	Babam1	Bag6	Banf1	Bax	Bcap31	Bcas2	Bckdha	Bcl7c	Bfsp2	Bloc1s1	Bmyc	Bnip3l	Bpgm	Brcc3	Brd3	Brd4	Bri3	Brk1	Brms1	Bsg	Btf3	Btg2	C1d	C1qbp	C4b	Cacybp	Cald1	Calm1	Calm2	Calm3	Calr	Camk1	Camk2n1	Capzb	Car2	Card19	Cavin3	Ccdc12	Ccdc124	Ccdc85b	Ccs	Cd63	Cd9	Cdc123	Cdc37	Cdk2ap2	Cdkn2d	Cend1	Cenpx	Cep20	Cerox1	Cetn3	Cfap20	Cfap298	Cfap36	Cfdp1	Cfl1	Chaserr	Chchd2	Chd4	Chd7	Chmp2a	Chmp5	Chst12	Ciao2a	Ciao2b	Cirbp	Cisd1	Clpp	Clta	Cltb	Cmtm5	Cnbp	Cnih4	Cnpy2	Cnpy3	Coa3	Commd1	Commd10	Commd3	Commd5	Commd6	Commd8	Commd9	Cope	Cops5	Cops6	Copz1	Coq7	Cox4i1	Cox5a	Cox6a1	Cox8a	Creg1	Crip2	Cryab	Cryzl1	Csnk2b	Cst3	Ctnnbip1	Ctsb	Ctsl	Ctsz	Cttnbp2nl	Cuedc2	Cuta	Cyb5a	Cyb5r3	Cyc1	Cycs	Cyhr1	Cystm1	Czib	D8Ertd738e	Dad1	Dapk3	Dbi	Dbndd2	Dcdc2a	Dcps	Dctn3	Dda1	Ddah2	Ddc	Ddhd2	Ddit3	Ddost	Ddrgk1	Ddt	Ddx39b	Denr	Dgcr6	Dhrs4	Dhrs7	Dlgap4	Dmac1	Dnajb1	Dnajb2	Dnajc15	Dnajc19	Dnajc24	Dnajc3	Dnajc4	Dnajc8	Dnajc9	Dnlz	Dohh	Dpm1	Dpysl2	Drap1	Dstyk	Dtd1	Dusp15	Dusp23	Dusp26	Dusp3	Dynll1	Dynll2	Dynlrb1	Ebna1bp2	Ebpl	Ech1	Eci1	Edf1	Eef1b2	Eef1d	Eef1e1	Eef1g	Eif1	Eif1ax	Eif1b	Eif2b2	Eif3f	Eif3g	Eif3h	Eif3i	Eif3k	Eif3m	Eif4a3	Eif5	Eif5a	Eif6	Elavl3	Elof1	Elovl1	Emc10	Emc4	Emc6	Emc7	Emc8	Emd	Emg1	Enho	Epdr1	Ergic3	Erh	Eri3	Erp29	Esd	Etfb	Ethe1	Etv1	Exosc5	Exosc7	F8a	Faf2	Fah	Faim	Faim2	Fam104a	Fam162a	Fam89b	Fau	Fbln1	Fbxo2	Fbxo7	Fcf1	Fdps	Fis1	Fkbp2	Fkbp3	Fkbp8	Fn3k	Fos	Frat1	Frg1	Fth1	Ftl1	Fuca1	Fus	Gabarap	Gabarapl1	Gabarapl2	Gadd45gip1	Galk1	Gapdh	Gatd3a	Gcat	Gemin7	Gid4	Gipc1	Gjb1	Glrx2	Glrx3	Glrx5	Gltp	Gm2a	Gnao1	Gnb1	Gng10	Gng11	Gnptg	Gpatch11	Gpm6b	Gpt	Gpx4	Grcc10	Grhpr	Grina	Grpel1	Gstk1	Gstm1	Gstm5	Gstm6	Gstm7	Gstp1	Gtf2a2	Gtf2b	Gtf2f1	Gtf2f2	Gtf2h5	Gtf3a	Guk1	H2-D1	H2-K1	H2ax	H2az1	H2az2	H2bc27	H2bc4	H3f3a	H3f3b	Hagh	Haghl	Hapln2	Hax1	Hcfc1r1	Hdgf	Hdhd2	Herpud1	Hexb	Higd2a	Hint1	Hmgb1	Hmgcl	Hmgn1	Hmgn2	Hmox2	Hnrnph3	Hnrnpr	Hpf1	Hras	Hs3st1	Hsbp1	Hsd17b10	Hsd17b8	Hsp90aa1	Hsp90ab1	Hspa1a	Hspe1	Hypk	Id3	Idh2	Idh3g	Ier2	Ifi27	Ift22	Ift27	Ift43	Iftap	Ik	Il11ra1	Il18	Immp1l	Imp3	Imp4	Impact	Ino80b	Ino80e	Ip6k2	Iscu	Islr	Itgb1bp1	Itgb5	Jagn1	Jkamp	Josd2	Jtb	Jun	Junb	Jund	Kctd13	Kdelr1	Kif1a	Klf13	Klf7	Kxd1	Lamtor1	Lamtor2	Lamtor4	Lamtor5	Laptm4a	Lcmt1	Ldhb	Lefty1	Litaf	Lmna	Lmo4	Lrp4	Lrrc4b	Lsm10	Lsm2	Lsm4	Macrod1	Mad2l2	Mageh1	Manbal	Manf	Map1lc3a	Map1lc3b	Map2k2	Map2k7	Mapre3	Mapt	Marf1	Mblac2	Mbp	Mdh1	Mdh2	Mea1	Med19	Med27	Med28	Med4	Med8	Medag	Metrn	Mettl26	Mettl5	Mettl7a1	Mfge8	Micos13	Micu3	Mid1ip1	Mien1	Mif	Mif4gd	Mlf2	Mmp2	Mocs2	Mospd3	Mpc1	Mpc2	Mpdu1	Mpst	Mpv17l2	Mrpl12	Mrpl14	Mrpl15	Mrpl18	Mrpl2	Mrpl20	Mrpl24	Mrpl27	Mrpl28	Mrpl30	Mrpl4	Mrpl41	Mrpl42	Mrpl48	Mrpl58	Mrps10	Mrps12	Mrps15	Mrps17	Mrps18a	Mrps18b	Mrps24	Mrps25	Mrps26	Mrps6	Mrto4	Mtarc2	Mvb12a	Mxd4	Mycbp2	Mydgf	Myg1	Myl12a	Myl6	Naa10	Nabp2	Naca	Nat9	Naxe	Ncbp2as2	Ncl	Ncoa3	Ndrg2	Ndufa10	Ndufa12	Ndufa13	Ndufa8	Ndufa9	Ndufab1	Ndufb10	Ndufb11	Ndufb5	Ndufb6	Ndufb7	Ndufb8	Ndufb9	Ndufc2	Ndufs2	Ndufs3	Ndufs4	Ndufs6	Ndufs7	Ndufs8	Ndufv2	Nedd8	Nelfe	Nfic	Nfix	Nfkbia	Nfkbib	Ngdn	Ninj2	Nkiras1	Nkx2-2	Nme1	Nme2	Nmral1	Nol7	Nop16	Nop53	Nop56	Nosip	Npc2	Npdc1	Npm1	Nr2c2ap	Nr4a1	Nsd3	Nsfl1c	Nsmce1	Nt5c3b	Ntan1	Nubp2	Nucks1	Nudc	Nudt16l1	Nudt3	Nudt9	Oard1	Oaz1	Oaz2	Ociad1	Olfml1	Opalin	Ormdl2	Ostc	Otub1	Otud7b	Pabpn1	Pacsin1	Pacsin3	Pagr1a	Paip1	Paip2	Paqr6	Park7	Parl	Paxx	Pcbp2	Pcbp4	Pcna	Pcolce2	Pcsk1n	Pdap1	Pdcd5	Pdcd6	Pde6d	Pdgfa	Pdlim2	Pdrg1	Pdzd11	Pebp1	Pex16	Pfdn1	Pfdn2	Pfdn5	Pfdn6	Pfn1	Pgls	Pgp	Phb	Phb2	Phf5a	Phlda3	Phpt1	Pigp	Pigyl	Pih1d1	Pin1	Pip4p1	Pithd1	Pkm	Pla2g12a	Plaat3	Plekhj1	Plgrkt	Plin3	Pllp	Pmm1	Pmp22	Pnrc1	Poc1a	Pold2	Pole4	Polr1d	Polr2a	Polr2c	Polr2e	Polr2g	Polr2i	Pomp	Pop5	Pou3f1	Ppdpf	Ppia	Ppib	Ppig	Ppp1ca	Ppp1r11	Ppp1r14a	Ppp1r35	Ppp4c	Pqbp1	Praf2	Prdx1	Prdx3	Prdx5	Prelid1	Prkrip1	Prnp	Prpf38b	Prr13	Prrg2	Psenen	Psip1	Psma1	Psma2	Psma3	Psma4	Psma5	Psma6	Psma7	Psmb1	Psmb2	Psmb3	Psmb4	Psmb5	Psmb6	Psmb7	Psmc2	Psmc3	Psmc4	Psmc5	Psmd11	Psmd13	Psmd4	Psmd6	Psmd7	Psmd8	Psme2	Psph	Ptma	Ptms	Ptp4a2	Ptpmt1	Ptpn1	Ptpn11	Pttg1	Puf60	Pycr2	Qdpr	Qpct	Rab10os	Rab11b	Rab14	Rab3a	Rab4b	Rab5c	Rabac1	Rack1	Raly	Ranbp1	Rassf1	Rbfa	Rbm25	Rbm26	Rbm3	Rbm39	Rbm42	Rbm8a	Rchy1	Rcor3	Reep5	Reno1	Rex1bd	Rexo1	Rexo2	Rheb	Rhoc	Rhog	Rnase4	Rnaseh2c	Rnasek	Rnf126	Rnf167	Rnf181	Rnf5	Rnf7	Rogdi	Rpain	Rpl10	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl24	Rpl28	Rpl29	Rpl3	Rpl35	Rpl4	Rpl6	Rpl7	Rpl7a	Rpl8	Rpl9	Rplp0	Rplp1	Rpp25l	Rpp30	Rps10	Rps11	Rps13	Rps14	Rps18	Rps19	Rps2	Rps20	Rps24	Rps3	Rps3a1	Rps4x	Rps5	Rps7	Rps8	Rps9	Rpsa	Rrp1	Rrp36	Rsrc2	Rsrp1	Rsu1	Rtf1	Rtl8c	Rtn2	Rtraf	Ruvbl1	S100a1	S100a13	S100a16	S100b	Samd4	Samm50	Sar1b	Sarnp	Sbds	Scamp3	Scand1	Scd3	Scg5	Scnm1	Scp2	Sdc4	Sdf2l1	Sdf4	Sdhb	Sdhc	Sdhd	Sec11a	Sec11c	Sec13	Selenbp1	Selenok	Selenom	Selenos	Selenow	Serbp1	Serpinb1a	Serpinf1	Sertad1	Set	Sf3b2	Sf3b4	Sf3b5	Sfr1	Sft2d1	Sfxn5	Sgf29	Sh3bgrl3	Shisa4	Shisa5	Sin3b	Sirt2	Skap2	Skic8	Skil	Slc25a27	Slc25a3	Slc25a4	Slc25a5	Slc35a2	Slc50a1	Slc6a8	Slu7	Smad7	Smarcb1	Smdt1	Smim1	Smim12	Smim14	Smim29	Smim30	Snca	Snrnp27	Snrnp48	Snrnp70	Snrpa	Snrpa1	Snrpb	Snrpc	Snrpd1	Snrpd2	Snrpd3	Snw1	Snx15	Snx3	Sod1	Sod2	Soga3	Sox10	Spacdr	Spag7	Sparc	Spcs1	Spcs2	Sphk1	Spr	Sptssa	Sra1	Srcin1	Srd5a3	Srm	Srp14	Srp9	Srpk2	Srsf5	Srsf9	Ssna1	Ssr2	Ssr4	Stard3nl	Stmn1	Stmn4	Stmp1	Stoml2	Stub1	Stx4a	Stx8	Styx	Suclg1	Sumo1	Sumo3	Supt4a	Surf1	Swi5	Syf2	Syngr2	Sys1	Szrd1	Taf13	Taf9	Taldo1	Tamalin	Tax1bp1	Tbcb	Tbcc	Tbcel	Tcf7l2	Tecr	Ten1	Tex261	Tfam	Tfpt	Thap3	Thap7	Timm13	Timm17a	Timm17b	Timm22	Tjp1	Tle5	Tm2d1	Tm2d2	Tm2d3	Tma7	Tmbim4	Tmed1	Tmed10	Tmed3	Tmed4	Tmed9	Tmem106c	Tmem109	Tmem11	Tmem126a	Tmem147	Tmem14a	Tmem14c	Tmem160	Tmem205	Tmem208	Tmem219	Tmem223	Tmem234	Tmem242	Tmem50a	Tmem59	Tmem59l	Tmem9	Tmem98	Tmod2	Tmsb4x	Tmub1	Tnni1	Tomm22	Tomm40	Tomm6	Tpd52l2	Tpgs1	Tpm1	Tpm3	Tppp3	Tpr	Tpt1	Trappc3	Trappc4	Trappc5	Trappc6b	Trir	Trmt112	Trnau1ap	Trp53bp2	Tsen34	Tsn	Tspan7	Tspo	Tssc4	Ttc1	Tuba1a	Tuba1b	Tubb4b	Tubb5	Tusc2	Twf1	Twf2	Txn2	Txndc12	Txndc9	Txnl4a	U2af1	U2af1l4	Uba52	Ubald1	Ubb	Ubb-ps	Ube2b	Ube2d1	Ube2e1	Ube2e2	Ube2e3	Ube2k	Ube2m	Ube2v1	Ubl7	Ubxn1	Ubxn4	Uchl5	Unc50	Upf3a	Uqcrc1	Uqcrh	Urod	Use1	Vamp2	Vamp8	Vdac2	Vdac3	Vgll4	Vkorc1	Vps28	Vps29	Vps72	Vti1b	Wasf2	Wbp1	Wbp2	Wdr18	Wdr83os	Wipi1	Wrap73	Xaf1	Xbp1	Xpa	Ybx1	Yif1a	Yipf3	Yju2	Ypel3	Ywhae	Zcchc17	Zcrb1	Zfp317	Zfp36	Zfp414	Zfp524	Zfp580	Zfp771	Zfpl1	Zfyve21	Zmat2	Zmat5	Znhit1	Znrd2	Zscan26
TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_OLIGODENDROCYTE_PRECURSOR_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_OLIGODENDROCYTE_PRECURSOR_CELL_AGEING	0610010K14Rik	1110065P20Rik	1500011B03Rik	6330403K07Rik	A930003O13Rik	Aamp	Acbd6	Acta2	Adgrb1	Adprh	Adrm1	Ak2	Akt1s1	Aldoa	Ambra1	Anapc11	Ankdd1b	Antkmt	Ap1s1	Ap2a1	Ap2s1	Apoe	Arf1	Arhgdia	Arl8a	Arpc3	Arrb2	Atf3	Atf4	Atg101	Atp5g2	Atp5l	Atp5o	Atp6v0b	Atp6v0c	Atp6v0e	Atp6v1g1	Aup1	B2m	BC029722	Bcl7c	Bin1	Bloc1s2	Bod1	Bri3	Brk1	Bsg	Btg2	Bud31	C1qtnf2	Cacng4	Calm2	Caly	Ccdc124	Ccdc80	Ccnd2	Cd63	Cd81	Cdc26	Cdc37	Cdk2ap2	Cebpzos	Cfl1	Chchd2	Chmp2a	Ciao2a	Ckap5	Cldn10	Clstn3	Cltb	Cnpy2	Commd1	Commd6	Cope	Cotl1	Cox5a	Cryab	Csf2ra	Csnk2b	Cst3	Ctnnbip1	Ctsl	Cuedc2	Cuta	Cyb5a	Cygb	Cyhr1	Cystm1	Dad1	Dbi	Dbndd2	Dctn3	Dctn6	Ddah2	Dexi	Dmac1	Drap1	Dstyk	Dtx3	Dynll2	Dynlrb1	Ebna1bp2	Echdc2	Eci1	Eef1d	Egr1	Eif3f	Elfn1	Elof1	Emc4	Emc7	Enho	Eno1b	Erp29	Etfb	Evi2a	Exosc7	Exosc9	Fabp5	Faim	Fam181b	Fam241b	Fam43a	Fam89a	Fasn	Fbxo2	Fkbp8	Fos	Frat1	Fth1	Ftl1	Fuz	Fxyd7	Gabarapl1	Gadd45a	Gadd45gip1	Gipc1	Glb1l	Glis2	Glrx2	Glt8d1	Gm13889	Gm14325	Gm1673	Gnb1	Gnb2	Gng11	Gng3	Gnptg	Gpx1	Gpx4	Grb2	Grina	Gsta4	Gstm1	H2-D1	H2-Eb1	H2-K1	H2ax	H2bc27	Hexb	Higd2a	Ifi27	Ift27	Igfbp2	Il17d	Ino80e	Ip6k2	Ireb2	Jtb	Junb	Jund	Kdm6b	Kmt2b	Krt14	Krt15	Lage3	Lamtor1	Lamtor4	Laptm4a	Ldhb	Lin37	Lmna	Lrp4	Lrrc4b	Lrrc8a	Ltbp3	Lxn	Ly6h	Mageh1	Malat1	Manbal	Map1lc3a	Map2k2	Mdh2	Mdk	Mea1	Med10	Med22	Metrn	Metrnl	Mettl5	Mfap5	Mfge8	Micu3	Mien1	Mospd3	Mrpl28	Mrpl32	Mrpl42	Mrps15	Mrps18a	Mrps18b	Mrps18c	Mrps24	Msrb2	Mtarc2	Mycbp2	Myo9b	Nabp2	Nat8f1	Nav2	Nbl1	Ndufa8	Ndufaf5	Ndufb7	Ndufc2	Nfkbia	Nfkbib	Nherf1	Nkx2-2	Nlgn2	Nnat	Npm3	Nrxn2	Nudt16l1	Nudt3	Nxt1	Oaz1	Pabpn1	Pcdhb9	Pcsk1n	Pdlim7	Pdxk	Per3	Pfdn6	Pfn1	Pgls	Pgp	Phb	Phlda1	Phldb1	Phpt1	Pianp	Pigyl	Pin1	Plekhj1	Pllp	Plpp3	Plvap	Pnma8b	Pnrc1	Polr2a	Polr3gl	Pomp	Ppa1	Ppib	Ppm1k	Ppp1r11	Ppp1r18	Ppp1r35	Praf2	Prdx5	Prr13	Prxl2b	Psma2	Psma3	Psmb1	Psmb6	Psmb7	Psmb8	Psmc2	Psmd7	Psmg3	Psph	Ptgds	Ptges2	Ptma	Ptms	Ptn	Ptpmt1	Rab3a	Rab4b	Rab6b	Rabac1	Rac3	Rala	Ramp1	Ranbp1	Rapgef1	Rasl10b	Rbm26	Reep2	Reep4	Rgcc	Rheb	Rhoc	Rnaset2b	Rnf126	Rnf165	Rnf5	Rogdi	Rp9	Rpl13	Rpl13a	Rpl6	Rpl7a	Rplp0	Rprm	Rrp1	Rtf1	Rtl8c	Rtn1	Rusc1	S100a1	S100a13	Samd4b	Sat1	Scg5	Sdc4	Sdf2l1	Sdhc	Sec11a	Selenok	Selenom	Selenos	Selenow	Senp1	Sf3b2	Sf3b4	Sfxn5	Sh3bgrl3	Shisa4	Shisa5	Slc25a3	Slc25a39	Slc25a5	Smarcb1	Smco4	Smim14	Smim30	Snrpa	Snrpc	Snw1	Sod1	Sox2	Sox3	Spacdr	Spag7	Spr	Sptan1	Srsf5	Ssbp4	Ssna1	Stmn3	Stub1	Styx	Sv2a	Swi5	Syngr1	Tagln2	Tbcb	Tceal3	Tceal9	Tecr	Ten1	Tex261	Tle5	Tmbim4	Tmed10	Tmed3	Tmed9	Tmem100	Tmem160	Tmem176b	Tmem9	Tmsb10	Tmub1	Tnfrsf12a	Tomm6	Tpgs1	Tpt1	Trappc3	Trappc4	Trappc8	Trf	Trmt112	Tsc22d1	Tspan7	Tspo	Tssc4	Tubb2b	Tubb3	Tusc2	U2af1	Ubald1	Ubb	Ubb-ps	Ube2e1	Ube2m	Ube2v1	Ubl7	Ubxn1	Ubxn4	Uchl1	Unc119	Usf1	Usp22	Vegfb	Vps29	Vps37d	Wbp2	Ypel3	Zfhx2	Zfp414	Zfp428	Zfp503	Zfp579	Zfp580	Znhit1	Zscan26
TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_B_CELL_AGEING	4930523C07Rik	5031425E22Rik	A530032D15Rik	Abhd12	Abi3	Acta2	Actr10	Adrm1	Agpat1	Akr1a1	Aldh2	Ankrd13a	Anp32b	Anxa2	Anxa4	Anxa5	Ap2s1	Apbb1ip	Apoe	App	Aqr	Arf4	Arhgdia	Arpc1b	Arpc4	Atp1a1	Atp2c1	Atp5c1	Atp5d	B2m	Bri3	Bsg	Bst2	C130026I21Rik	C1qb	Capg	Capn2	Car2	Car3	Cav1	Ccdc80	Ccdc88c	Cd151	Cd36	Cd38	Cd68	Cd79a	Cd81	Cd9	Cdkn1a	Cebpd	Cfl1	Cirbp	Clic4	Clptm1	Cnn3	Cotl1	Cox5a	Crip2	Crlf2	Csnk1d	Csnk2a1	Csrnp1	Cst3	Ctsb	Ctsd	Ctsh	Ctsl	Ctsz	Cyba	Dcn	Dcun1d1	Ddrgk1	Ddx50	Dhrs3	Dnajc3	Dohh	Drap1	Dtx1	Dusp5	Eci2	Efcab14	Egr1	Ehd2	Eif3c	Emc10	Emd	Epb41l2	Errfi1	Exosc6	Fabp4	Fahd1	Fam13b	Fam204a	Fam43a	Fcer1g	Fcgrt	Fkbp8	Gadd45g	Gadd45gip1	Gas7	Get1	Gnb1	Gnmt	Gpr132	Gpx4	Grb2	Grk6	Grn	Gsn	Gstm1	H1f0	H1f2	H2-K1	H2ax	Hexb	Hnrnpm	Hsp90b1	Icam1	Id3	Ifi30	Ifngr1	Igfbp5	Inmt	Ino80e	Irf8	Irgm1	Isyna1	Itgb1	Itm2a	Itm2b	Itm2c	Jun	Jund	Kdm6b	Khnyn	Klf13	Klf2	Kpna4	Lair1	Laptm4a	Laptm4b	Lgals3	Lgals3bp	Limd2	Lmna	Lrp10	Ly6a	Lyz2	Maged1	Man2b1	Map1lc3a	Map3k1	Mbp	Mettl7a1	Mfap5	Mfge8	Mgll	Mir24-2	Mt2	Mxra8	Mycbp2	Myo6	Ncs1	Neat1	Nfkbib	Nub1	Nxpe3	Oaz1	Ogdh	Os9	P2ry10	P2ry13	Pcmt1	Pfn1	Pi16	Pkig	Pkm	Plekho1	Plod1	Plpp3	Pltp	Pmaip1	Pold4	Pou2f2	Ppm1h	Ppp1r35	Ppt1	Prdx5	Prelid1	Prnp	Prr13	Psap	Psip1	Psmb8	Psmb9	Ptma	Ptprcap	Pttg1ip	Pum2	Pura	Rab11a	Rab43	Rabac1	Rad9a	Ralbp1	Ranbp1	Rasgrp2	Rbl2	Rbm38	Rbm39	Rcn3	Reep5	Rhob	Rnase6	Rnaset2b	Rnf10	Rogdi	Rpl13a	Rps3	Rsrp1	Saraf	Scamp2	Scand1	Sdf4	Selenop	Selenow	Selplg	Senp6	Serpinb6a	Serpine2	Serping1	Sf3b2	Sf3b4	Sgk1	Shisa5	Sidt2	Siglech	Sipa1	Slc12a9	Slc43a3	Slc48a1	Smim14	Snrpa	Snrpc	Stk24	Supt5	Syt11	Tagln2	Tex261	Tgfbi	Tgfbr1	Thbd	Tie1	Timp2	Tle5	Tln1	Tmbim1	Tmed3	Tmed4	Tmem109	Tmem160	Tmem176a	Tmem176b	Tmem59	Tmsb10	Tob2	Tomm6	Tpi1	Tpm1	Tppp3	Tram1	Trim35	Trir	Tspan2	Tubb4a	Tubb6	Ube2j2	Ubl7	Ubr4	Ubxn1	Uqcrfs1	Vars	Vcam1	Vim	Vsir	Wbp1l	Wdr1	Xbp1	Yy1	Zfand5	Zfp36
TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING	Abi3	Acer2	Acta2	Anapc11	Angel2	Aplp1	Apoa1	Apoe	Arhgdia	Arhgef2	Arpc1b	Arpc3	Atat1	Atp6v0c	Atp9a	Atraid	Bbs9	Bin1	Brd3	Bri3	Calm2	Camk1	Ccdc85b	Ccn1	Ccn2	Cd14	Cd63	Cd9	Cdc37	Cdkn1c	Cebpd	Cfap20	Cfl1	Cldn5	Clic4	Cltb	Clu	Cnp	Cnpy2	Coro2b	Crip2	Cryab	Csf1r	Csnk1e	Cst3	Ctsb	Cx3cr1	Cytl1	Dbnl	Dctn1	Ddt	Ddx39a	Depp1	Dhx38	Dnmt3a	Drap1	Ece1	Egfl7	Eif1ax	Eif4e2	Etfa	Flii	Furin	G3bp2	Glul	Gnb1	Gnptg	Gpx4	Grb2	Gstm1	Gstp1	Gtf2b	H2-Aa	H2-D1	H2-K1	H2ax	Hdac7	Hexb	Hsd3b7	Hspa1a	Hspa4	Ier2	Ifi27	Ifitm2	Ifngr1	Igfbp7	Inka1	Itm2a	Jpt1	Jund	Kdm6b	Klf2	Kmt2e	Laptm5	Larp4b	Lgalsl	Lgmn	Lhfp	Lims1	Lmo4	Lpcat2	Lrrc8a	Ltbp4	Lyz2	Map2k2	Mgp	Mgst1	Micu1	Mir24-2	Mospd3	Mt2	Myl12a	Nab2	Ncbp2as2	Ncor1	Ncs1	Ndufa8	Nfkbil1	Npdc1	Npr1	Nudt16l1	Nudt3	Oaz1	Ogn	Olfml3	Osgep	Park7	Pfdn2	Pfn1	Pkm	Plek	Plekha1	Plscr2	Pltp	Plvap	Ppib	Ppil2	Prex1	Prr13	Psmb4	Ptma	Ptms	Ptprm	Rab5c	Rabac1	Ramp2	Rap1a	Rassf1	Rbm39	Reep5	Rhob	Rhoc	Rnasek	Rnaset2b	Rpl13a	Rpl3	Rps5	Scamp2	Scp2	Sdc4	Selenok	Selenom	Selenow	Sephs2	Serpinb1a	Serpinh1	Sf3b4	Sh3kbp1	Sharpin	Slc44a1	Smad7	Smco4	Smim14	Snrpc	Spr	Sri	Srsf5	Ssr3	Swi5	Sys1	Tamalin	Tcf15	Tesk1	Thbd	Tle5	Tlnrd1	Tmed3	Tmed4	Tmed9	Tmem11	Tmem160	Tmem204	Tmem59	Tmsb10	Tnfaip6	Tnfsf12	Tomm6	Trf	Tspan2	Tssc4	Txn2	Ubald1	Ubb-ps	Ube2m	Usp22	Vim	Wbp2	Zbtb7a	Zfp36
TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING	1110004F10Rik	1810037I17Rik	4930453N24Rik	AW112010	Abhd11	Abhd16a	Abhd8	Abraxas2	Acaa2	Acin1	Actr10	Actr2	Adamts10	Adgra3	Adh1	Adm	Adnp	Adprs	Adrm1	Agtpbp1	Agtrap	Ahsg	Aip	Ak2	Akap12	Akap9	Akr1a1	Aldh2	Aldoa	Alg14	Alox5ap	Alyref	Amfr	Anapc11	Ankrd11	Anks3	Anp32a	Anxa7	Ap1b1	Ap2m1	Ap2s1	Apba3	Apbb1ip	Aph1b	Aplp1	Aplp2	Apod	Apoe	Ar	Arf1	Arf6	Arhgdia	Arhgdib	Arhgef1	Arl13b	Arl4d	Arl5b	Arl6ip1	Arl6ip4	Arl6ip5	Arl8a	Arpc1b	Arpc4	Asap2	Asap3	Asl	Atf4	Atf5	Atg101	Atp5d	Atp5h	Atp5pb	Atp6v0b	Atp6v0c	Atp6v0e	Atp6v1f	Atp6v1g1	Atrx	Azi2	B3gnt2	BC004004	BC028528	BC031181	Babam1	Bag3	Bccip	Bckdha	Bcl10	Bcl7c	Bet1l	Bex3	Bin1	Bloc1s1	Bmyc	Bnip3l	Brd2	Brd3	Bri3	Bri3bp	Bsg	Btg2	Bub3	Bud13	C1d	C1qa	C1qbp	C1qtnf12	C1qtnf2	Cald1	Calhm2	Calhm5	Calm2	Camk1	Camk2n1	Capg	Car8	Card19	Cast	Cavin3	Cbr1	Cbr3	Cbx3	Cby1	Ccdc124	Ccdc66	Ccl11	Ccl2	Ccnl1	Ccs	Cct3	Cd63	Cd74	Cd81	Cd9	Cdc27	Cdc42ep3	Cdk10	Cdk2ap2	Cdk7	Cdkn1a	Cdkn1c	Cds2	Cebpb	Cebpg	Cebpzos	Cenpx	Cep20	Cep83	Cers2	Ces1d	Cfap20	Cfl1	Chaserr	Chd1	Chd4	Chmp2a	Chtop	Ciao1	Ciapin1	Cirbp	Ckb	Clasp2	Cldn25	Clic1	Clic4	Clpp	Cmtm6	Cnbp	Cndp2	Cnep1r1	Cnih4	Cnn2	Cnpy3	Coil	Commd10	Commd2	Commd7	Cops3	Coq10a	Coq10b	Coq5	Coro1b	Cotl1	Cr1l	Crip2	Cript	Cryab	Csnk1a1	Csrnp1	Ctc1	Ctcf	Ctnna1	Ctr9	Ctsz	Cuta	Cx3cr1	Cxcl1	Cxcl14	Cyb5a	Cyb5r1	Cyb5r3	Cyba	Cyc1	Cycs	Cygb	Cyhr1	Cyp27a1	Cyp4b1	Cystm1	Cytl1	Dazap2	Dcaf12	Dcps	Dcun1d1	Ddah2	Ddhd2	Ddit3	Ddx50	Dexi	Dgat1	Dgcr6	Dguok	Dhrs3	Dhrs7	Diablo	Dlgap4	Dnaja1	Dnajb1	Dnajc19	Dnajc3	Dnm2	Dnttip2	Dock7	Dok1	Dpm1	Dpysl2	Drap1	Dtnbp1	Dus3l	Dusp12	Dynll2	Dynlrb1	Ebna1bp2	Ebp	Ebpl	Ece1	Edf1	Eef1d	Efhd2	Efnb1	Eif1b	Eif2b4	Eif3e	Eif3f	Eif3g	Eif3h	Eif3i	Eif3k	Eif4b	Eif4ebp1	Eif4h	Eif5a	Eif6	Elof1	Elovl1	Emc10	Emc4	Emc7	Emc8	Emd	Emx2	Ensa	Eri1	Erp44	Esd	Etfb	Eva1b	Exoc3	Exosc4	Exosc5	Exosc8	Fam104a	Fam107a	Fam120a	Fam171b	Fam210a	Fam32a	Fam89b	Far1	Farsa	Fcgrt	Fdps	Fdx1	Fdx2	Fgf18	Fis1	Fkbp15	Fkbp2	Fkbp8	Fkrp	Flnc	Fnbp1l	Fnta	Fos	Foxn3	Fst	Ftl1	Ftsj1	Fuca1	Fundc2	Fut11	Fxr2	Fxyd1	Fxyd6	Fyco1	G6pc3	Gab1	Gabarapl1	Gabarapl2	Gadd45b	Gadd45g	Gak	Gal3st4	Gatd1	Gemin7	Ggh	Ginm1	Gipc1	Glmp	Gnai2	Gnaq	Gnb1	Gng10	Gnpda2	Gnptg	Golga7	Golm1	Gpm6b	Gpr108	Gpr34	Gprasp1	Gps2	Gpx3	Gpx4	Gpx8	Grina	Grpel1	Gstk1	Gstm1	Gstm2	Gsto1	Gstp1	Gstt1	Gtf2a2	Gtf3c4	H1f2	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2-M3	H2-T23	H2ax	H3f3b	Hdac1	Hdgfl3	Hebp1	Hectd1	Hhip	Hibadh	Hilpda	Hk1	Hmg20a	Hmgn1	Hmgn2	Hmox1	Hmox2	Hnrnpd	Hnrnpr	Hoxa5	Hras	Hsbp1	Hsd11b1	Hsd17b12	Hspa4	Hspd1	Hsph1	Htatip2	Id2	Ide	Idh3b	Ier2	Ier3	Ier5l	Ifi30	Ifi35	Ifitm2	Ift172	Ift27	Ift57	Igf1r	Igsf3	Igsf8	Il10rb	Il17d	Il33	Ilk	Imp4	Inmt	Ino80e	Iqsec2	Irak4	Irf1	Irf2bp2	Irf2bpl	Isca2	Iscu	Isoc1	Itgb1bp1	Itpripl1	Ivns1abp	Jazf1	Jdp2	Jkamp	Josd2	Junb	Jund	Kdm1a	Kdm5c	Kdm6b	Keap1	Khk	Khsrp	Klf6	Klf7	Klf9	Kmt2e	Kpna4	Krt15	Krt8	Lactb2	Lag3	Lama4	Lamtor1	Lamtor2	Lamtor5	Laptm4a	Lasp1	Lcmt1	Ldha	Ldhb	Lefty1	Leo1	Lias	Limd2	Lims1	Lman2	Lmo4	Lrp6	Lrrc8a	Lrwd1	Lsm2	Lsm4	Lsp1	Lysmd2	Lyz2	Macrod1	Maf1	Mafb	Mageh1	Malat1	Manbal	Manf	Map1lc3a	Map1lc3b	Map2k2	Map2k3	Map3k2	Map4k5	Mapk1ip1	Mapk1ip1l	Mapk3	Matn2	Maz	Mcfd2	Mcmbp	Mcrip1	Mcrs1	Mdh2	Mdk	Mea1	Med10	Med11	Med13l	Med25	Med28	Meox1	Metrnl	Mettl27	Mfap3	Mff	Mgll	Mgst1	Mir24-2	Mlf2	Mlx	Mn1	Mocs2	Mospd3	Mpc1	Mpg	Mphosph10	Mpv17	Mrpl12	Mrpl28	Mrpl32	Mrpl4	Mrpl41	Mrpl51	Mrps15	Mrps24	Ms4a4d	Msra	Msx1	Mta2	Mtarc2	Mtch1	Mtfr1l	Mtx2	Mxra8	Mycbp	Myd88	Mydgf	Myh10	Myl12a	Myl12b	Myl9	Mylip	Myo9b	Naa20	Naa80	Naaa	Nabp2	Nagk	Nagpa	Napa	Narf	Naxd	Nbl1	Ncbp1	Ncbp2	Ncl	Ncoa3	Ndrg2	Ndufa12	Ndufa4l2	Ndufa8	Ndufa9	Ndufaf8	Ndufb10	Ndufs3	Ndufs7	Ndufv2	Ndufv3	Necap2	Nedd9	Nfe2l1	Nfic	Nfkbib	Nfkbie	Ngdn	Nherf2	Ninj1	Nipsnap3b	Npc2	Npm3	Nr1h2	Nr3c1	Nr4a1	Nsd3	Nsg1	Nsmce3	Nsmce4a	Nt5c	Nt5c3b	Nthl1	Nudt16	Nudt16l1	Nup107	Oaf	Oas1a	Oaz1	Oaz2	Ociad1	Ormdl2	Ormdl3	Oser1	Ostc	P2rx4	Pa2g4	Park7	Pcbp2	Pcmt1	Pcmtd1	Pcna	Pcnt	Pcyt2	Pdcd6	Pdcl3	Pde4b	Pde6d	Pdf	Pdgfrb	Pdzd11	Pebp1	Penk	Per3	Pex14	Pfdn2	Pfdn5	Pfn1	Pgd	Pgk1	Pgp	Phb2	Phf2	Phlda3	Phpt1	Pi16	Pi4k2a	Pigc	Pigx	Pik3c3	Pim1	Pim3	Pin1	Pip4p1	Pkia	Pkig	Pkm	Plekha2	Plekha5	Plekhf1	Plin2	Plpp1	Plpp3	Plscr3	Pltp	Plvap	Pnn	Pnrc1	Polb	Pold4	Pole4	Polr2c	Polr2e	Polr2g	Polr3gl	Ppa2	Ppdpf	Ppie	Ppil4	Ppm1f	Ppp1ca	Ppp1r11	Ppp1r12b	Ppp1r2	Ppp2ca	Ppp4c	Pqbp1	Prdm2	Prdx1	Prdx2	Prdx5	Prelid3b	Prepl	Prkaa1	Prkab1	Prr13	Prr5	Psenen	Psip1	Psma1	Psma2	Psma3	Psma5	Psmb10	Psmb2	Psmb6	Psmb8	Psmb9	Psmc2	Psmd12	Psmd4	Psmd8	Psme1	Psmg2	Ptges	Ptgs1	Ptma	Ptms	Ptov1	Ptpn14	Ptpn2	Ptprb	Pttg1	Pxn	Pycard	Pycr2	R3hdm2	Rab11b	Rab3il1	Rab4b	Rab5b	Rab5c	Rab7b	Rab8a	Rack1	Rala	Raly	Ramp2	Ranbp1	Rara	Rarg	Rarres2	Rassf1	Rbm25	Rbm26	Rbm39	Rbms1	Rdm1	Rfc5	Rhobtb3	Rhoc	Rhoj	Rmdn3	Rmnd5a	Rnaset2b	Rnf126	Rnf130	Rnf215	Rnf5	Rnf7	Rogdi	Rpl13a	Rpl3	Rras	Rrp36	Rrp7a	Rsrc2	Rsrp1	Rtcb	Rtl8c	Rundc1	Rusc1	Rusc2	S100a16	Samd4b	Samd8	Sar1b	Sbds	Scn1b	Sdc4	Sde2	Sdf2	Sdf2l1	Sdhc	Sdhd	Sec13	Selenbp1	Selenok	Selenom	Selenow	Senp6	Serpine2	Sertad1	Setd7	Setx	Sf3b1	Sf3b2	Sf3b4	Sfr1	Sft2d1	Sfxn1	Sh3bp1	Sh3glb1	Sh3rf3	Sharpin	Shfl	Shisa5	Sin3b	Skic8	Skil	Slbp	Slc25a11	Slc25a3	Slc25a4	Slc25a5	Slc29a3	Slc30a9	Slc31a2	Slc35b1	Slc36a4	Slc39a14	Slc39a3	Slc45a4	Slc46a1	Slc50a1	Slc66a2	Slu7	Smad1	Smad7	Smarcb1	Smc3	Smdt1	Smim14	Smim30	Smim7	Smpdl3a	Snai1	Snhg7	Snrnp40	Snrnp70	Snrpa	Snrpa1	Snrpb	Snrpc	Sntb2	Snx3	Snx6	Socs1	Spag7	Sparcl1	Spcs2	Spen	Spg21	Spin1	Spr	Spry2	Sptssa	Srebf2	Srek1	Sri	Srp14	Srpk2	Srsf11	Srsf2	Srsf5	Srsf7	Srsf9	Ssbp4	Ssh2	Ssna1	Ssr1	Ssr2	St6galnac4	Stat2	Stat6	Stbd1	Steap3	Sting1	Ston2	Stub1	Stx18	Sumo1	Sumo2	Sumo3	Susd2	Swap70	Swi5	Syf2	Sys1	Syvn1	Szrd1	Tango2	Taok2	Tax1bp3	Tbc1d10a	Tbc1d5	Tceal8	Tcf4	Tcf7l1	Tcf7l2	Tet2	Tex261	Tex264	Tfpt	Tgfb1i1	Thap2	Thbs1	Thoc7	Timm17a	Timm23	Timm50	Timp3	Tkt	Tle5	Tln1	Tm2d1	Tm4sf1	Tmbim1	Tmed10	Tmed4	Tmed9	Tmem107	Tmem109	Tmem11	Tmem120a	Tmem126a	Tmem158	Tmem159	Tmem160	Tmem176a	Tmem176b	Tmem179b	Tmem204	Tmem205	Tmem222	Tmem234	Tmem250-ps	Tmem50a	Tmem86a	Tmem9	Tmsb10	Tnfsf12	Tomm6	Tor1a	Tpm3	Tra2a	Tra2b	Tradd	Trappc3	Trappc4	Trappc6b	Trf	Trim26	Trir	Trp53bp1	Trp53bp2	Tsc22d1	Tsen34	Tsn	Tspan18	Tspan3	Tspan4	Tssc4	Ttc28	Tuba4a	Tubb4a	Tubb5	Tubb6	Tufm	Tug1	Tut4	Twf1	Txn2	Txndc12	Txndc15	Txnl4a	Txnrd1	Tyk2	U2af1	Ubb-ps	Ube2d-ps	Ube2e3	Ube2j1	Ube2s	Ube2v1	Ubl7	Ubn1	Ubp1	Ubxn4	Ufl1	Ufm1	Ulk2	Uqcrc1	Use1	Usf2	Usp11	Usp22	Usp36	Vamp8	Vapa	Vdac2	Vps72	Vti1b	Vwa1	Vwa5a	Wasf2	Wasl	Wbp1	Wbp2	Wdfy3	Wdr33	Wdr59	Xbp1	Yae1d1	Ybx1	Yif1b	Yme1l1	Ypel3	Ypel5	Ywhae	Ywhaz	Zadh2	Zbtb21	Zbtb7a	Zdhhc7	Zfand5	Zfp131	Zfp36	Zfp36l1	Zfp414	Zfp511	Zfp512b	Zfp608	Zfp622	Zfp638	Zfp800	Zfp830	Zfp935	Zfpl1	Zfx	Zmat2	Znhit1	Znhit3	Zscan26	Zswim4	Zwint	Zzef1
TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_MYELOID_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_MYELOID_CELL_AGEING	9930111J21Rik1	Abhd12	Abi3	Ace	Ago2	Ankrd13a	Apbb1ip	Apoe	Arhgap17	Arhgef1	Arl5c	Arrb2	Asph	Atp13a3	Atp1a1	Atp2a3	Atp5a1	Atp5b	Atxn2l	B3gnt2	Bbc3	Birc6	Bri3	Bsg	C1qa	C1qb	C1qc	Calm2	Calm3	Cavin1	Ccdc50	Ccdc80	Cd274	Cd36	Cd74	Cd81	Cebpd	Celf1	Cfl1	Chd4	Ckb	Clic4	Crip2	Crlf2	Csf1r	Csf2ra	Cst3	Ctnnb1	Cul1	Cx3cr1	Cxcl2	Cxcr4	Cyfip1	Dcn	Dnajc13	Dock2	Dok1	Dpep1	Dpt	Dpysl2	Drap1	Dusp5	E2f2	Eef1a1	Egr1	Eif4g3	Eno1b	Eno3	Ep400	Erbin	Errfi1	Fbln1	Fcho2	Fmnl1	Foxp1	Furin	Fus	Gak	Gm6377	Gnas	Gnb1	Gnb2	Gns	Gpr132	Gpr34	Gpsm3	Gpx3	Gpx4	Gsn	Gspt1	H2-Aa	H2-Ab1	H2-Eb1	H2-Q6	Hexb	Hnrnpa0	Hps4	Hsp90ab1	Id3	Ier2	Ifnar1	Il21r	Ins2	Irf2	Irf2bp2	Jun	Jund	Kdelr1	Kdm6b	Klc1	Klf2	Kpna4	Krt15	Lars2	Leng8	Lgmn	Limd2	Lmo4	Lrrc58	Ly6a	Lypla1	Lyz1	Map3k1	Map3k14	Map3k5	Mbp	Mdh1	Midn	Mier1	Mtdh	Myo1c	Ndfip1	Nfic	Nfkbid	Nfkbiz	Npepps	Olfml3	Oxct1	P2ry12	Pebp1	Pgp	Pigt	Pkig	Plekhb2	Plp1	Pmaip1	Polr2a	Pou2f2	Ppig	Ppm1g	Ppp1r18	Ppp4r3a	Prkcb	Prrc2a	Ptma	Ptms	Ptp4a3	Ptpa	Ptprj	Qki	Rab5c	Ran	Rara	Rel	Rhob	Rnaset2b	Rnf10	Rock2	Rpl13	Rpl13a	Rpl34	Rtf1	Runx1	Sdc4	Selenop	Selenow	Serbp1	Serinc3	Serping1	Sf1	Sf3b2	Sgpl1	Shkbp1	Sik1	Slc25a4	Slc43a3	Smg1	Snrpc	Socs3	Sparc	Sparcl1	Srrm2	Stk24	Stt3b	Stxbp3	Tcf7l2	Tcp1	Tgfbr1	Thrap3	Ticam2	Tle5	Tm9sf3	Tmem119	Tmem160	Tmsb10	Tnf	Tob2	Tpm1	Traf1	Trf	Trim28	Tuba1a	Tuba1b	Tubb5	Ubr4	Ugdh	Ugp2	Vamp4	Vapb	Vasp	Ywhae	Zbtb7b	Zc3h15	Zfand3	Zfp36	Zfp36l1	Zfp703	Zfp869
TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_T_CELL_AGEING	Acss1	Ap2s1	Apbb1ip	Apoe	Areg	Atp5g2	Aup1	Bptf	Ccl5	Cd3e	Cfl1	Ckb	Clic1	Clu	Cmip	Cotl1	Crip1	Crip2	Csde1	Cst3	Ctla2a	Ctsl	Ctsz	Cyba	Dck	Elf1	Fxyd5	Gadd45gip1	Gls	Glud1	Gpm6b	Grb2	Grn	Gstm1	Hsf1	Id3	Itpr2	Jund	Klf13	Lamp1	Lgals1	Ly6a	Lyz2	Nap1l4	Ndufs1	Nkg7	Nsg2	Nudt3	Oaz1	Park7	Pdcd6ip	Pfn1	Plod1	Ppib	Prr13	Qrich1	Rap1a	Rbm39	Rnaset2b	Rpl13a	Rsrp1	S100a10	S100a11	S100a4	S100a6	Scand1	Sf3b2	Sf3b5	Slmap	Snrpc	Sparc	Szrd1	Tbc1d17	Timp2	Tle4	Tle5	Tmed3	Tmem160	Tmsb10	Tmsb4x	Tppp3	Trir	Txndc11	Ubxn4	Usp9x	Vim	Wdr3	Ypel3	Zfand2a
TABULA_MURIS_SENIS_DIAPHRAGM_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_DIAPHRAGM_B_CELL_AGEING	Atp5l	Bri3	Ftl1	Gstm1	Ifitm2	Iqsec1	Lcn2	Lyz2	Ngp	Rpl13a	Tmsb10	Tomm6	Ubb-ps	Usp15
TABULA_MURIS_SENIS_DIAPHRAGM_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_DIAPHRAGM_ENDOTHELIAL_CELL_AGEING	Aplp1	Apoe	C1qb	C1qc	Calm1	Capg	Ccl7	Clic4	Crip2	Ftl1	Gng11	Gnmt	Gstm1	Krt14	Lgmn	Mbp	P2ry12	Pfn1	Plp1	Ptgds	Rhoc	Rpl13	Rpl13a	S100a6	Tmsb10	Tmsb4x
TABULA_MURIS_SENIS_DIAPHRAGM_MACROPHAGE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_DIAPHRAGM_MACROPHAGE_AGEING	Akt1	Camp	Ccl7	Cd177	Cd52	Cfl1	Flna	H2-Q4	Hmgn2	Hnrnpa0	Ifitm6	Ifngr2	Mmp8	Pglyrp1	Phlda1	Ptma	Retnlg	Rfc2	Rps20	Serpinb1a	Slpi	Sord	Tacc1	Tgfb1	Tmsb10	Twf2
TABULA_MURIS_SENIS_DIAPHRAGM_MESENCHYMAL_STEM_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_DIAPHRAGM_MESENCHYMAL_STEM_CELL_AGEING	2310033P09Rik	4930523C07Rik	Aamdc	Acta2	Aebp1	Aimp1	Anapc11	Ap2s1	Apoe	Aprt	Arl3	Arpc3	Atf5	Atox1	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5l	Atp5o	Atp6v0b	Atp6v0c	Atp6v0e	Atp6v1f	Atpif1	B2m	Bcl7c	Bloc1s1	Bri3	Bsg	Bst2	Bud31	C920021L13Rik	Cald1	Calm1	Cavin3	Ccdc124	Ccdc85b	Cd63	Cd74	Cdkn1a	Cdkn1c	Cenpx	Cfl1	Chchd7	Chga	Chmp2a	Clic4	Cltb	Cops9	Copz2	Coq7	Cox4i1	Cox5a	Cox6a1	Cox6b1	Cox6c	Cox7a2	Cox8a	Crip1	Cryab	Cst3	Cstb	Cuta	Cyba	Cycs	Cygb	Dad1	Dbi	Dctn3	Ddah2	Ddrgk1	Dpm3	Dynll1	Dynlrb1	Edf1	Eif1b	Eif5a	Eif5b	Elob	Emp3	Eny2	Erh	Etfb	Fam104a	Fam162a	Fau	Fdx2	Fis1	Fkbp2	Fkbp3	Flt3	Fmc1	Fth1	Ftl1	Fxyd1	Gadd45b	Gadd45g	Gas5	Gng11	Gng5	Gpr34	Gpx1	Gpx4	Grcc10	Gstm1	Gstp1	Gtf2h5	H2-Aa	H2-Ab1	H2-Eb1	H2-Q4	H2az2	Hcfc1r1	Hepacam2	Higd2a	Hint1	Hmgb1	Hsp90aa1	Hspe1	Hypk	Id3	Ier3	Ier3ip1	Ifi27	Ifitm2	Ifitm3	Ift20	Ift27	Igfbp6	Il3ra	Inmt	Kcnj8	Kdm6b	Krt8	Krtcap2	Lamtor2	Lamtor4	Lgals1	Ly6a	Lyz2	Magoh	Map1lc3a	Map1lc3b	Mdk	Mea1	Mfap2	Mfap5	Micos10	Micos13	Mien1	Mif	Mir24-2	Mrpl23	Mrpl30	Mrpl33	Mrpl48	Mrps14	Mrps21	Mrps24	Mrps33	Mt1	Mt2	Mustn1	Myl12a	Myl6	Naca	Ncl	Ndufa11	Ndufa13	Ndufa4l2	Ndufa5	Ndufa6	Ndufa7	Ndufb10	Ndufb11	Ndufb4	Ndufb6	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufc2	Ndufs5	Ndufs6	Ndufs7	Ndufv3	Nedd8	Nfkbia	Nhp2	Nme1	Nme2	Nme3	Nol7	Nop10	Nupr1	Oaz1	Park7	Pcbd2	Pdap1	Pdcd5	Pdlim2	Pfdn1	Pfdn5	Pfdn6	Pfn1	Phpt1	Pmepa1	Polr2a	Polr2f	Polr2g	Polr2i	Polr2j	Polr2l	Pomp	Ppib	Prr13	Psma7	Psmb10	Psmb2	Psmb3	Psmb4	Psmb6	Psmb8	Psme1	Ptma	Ptms	Pttg1	Rabac1	Rala	Ralbp1	Rarres2	Rbis	Rbm25	Rbm39	Rbm8a	Rbp1	Rbx1	Reep5	Rex1bd	Rhoc	Rnaseh2c	Rnaset2b	Romo1	Rp9	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl18a	Rpl21	Rpl22	Rpl22l1	Rpl23	Rpl23a	Rpl24	Rpl26	Rpl27	Rpl27a	Rpl28	Rpl31	Rpl32	Rpl34	Rpl34-ps1	Rpl35	Rpl36	Rpl36a	Rpl36al	Rpl41	Rpl6	Rpl9	Rplp1	Rplp2	Rps10	Rps11	Rps13	Rps14	Rps15	Rps15a	Rps17	Rps18	Rps19	Rps20	Rps24	Rps27	Rps27a	Rps27l	Rps5	Rps7	Rps8	Rps9	Rpsa	Rtl8c	S100a1	S100a10	S100a11	S100a13	S100a16	S100a6	Sarnp	Saysd1	Scand1	Sde2	Sec61b	Sec62	Selenom	Selenow	Sem1	Serf2	Serpinb1a	Serpinb6b	Sertad1	Smdt1	Snrpc	Snrpd2	Snrpd3	Snrpg	Son	Sphkap	Srp14	Srrm2	Ssr4	Stx8	Sub1	Svbp	Swi5	Tbcb	Tcf7l2	Timm13	Timm8b	Timp1	Tle5	Tma7	Tmem107	Tmem160	Tmem176a	Tmem176b	Tmem205	Tmem256	Tmsb10	Tmsb4x	Tomm5	Tomm6	Top1	Tppp3	Tpt1	Trir	Trmt112	Tspo	U2af1	Ubb-ps	Ubxn1	Uqcr10	Uqcr11	Uqcrh	Vkorc1	Wdr83os	Ypel3	Zfp36l1	Zfp575	Znhit1
TABULA_MURIS_SENIS_DIAPHRAGM_SKELETAL_MUSCLE_SATELLITE_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_DIAPHRAGM_SKELETAL_MUSCLE_SATELLITE_CELL_AGEING	Adh1	Anapc11	Ankrd29	Anxa3	Apoe	Arl3	Arpc3	Atox1	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5j	Atp5j2	Atp5l	Atp6v0c	Atpif1	B2m	Bcl7c	Bloc1s1	Bola1	Btf3	Calm1	Capg	Capzb	Car3	Cavin3	Ccdc124	Ccdc59	Ccdc85b	Ccl2	Ccl7	Cd63	Cenpx	Cfl1	Chchd7	Chmp2a	Clic4	Cltb	Cnn2	Cox4i1	Cox5a	Cox6a1	Cox6b1	Cox6c	Cox8a	Crip1	Cryab	Cst3	Cxcl1	Cyba	Cycs	Dad1	Dcn	Drap1	Dynll1	Dynlrb1	Ecrg4	Edf1	Eif1ax	Eif3g	Eif3k	Eif5	Elob	Emp3	Eno1b	Eny2	Fam104a	Fam162a	Fau	Fkbp2	Fkbp3	Flnc	Fmc1	Fth1	Ftl1	Fxyd1	Gadd45a	Gadd45b	Gal	Gas5	Gm6981	Gng5	Gpx3	Gpx4	Gstm1	Gstp1	H2az2	Hint1	Hmgb1	Hsp90aa1	Hspe1	Hypk	Id3	Ifitm2	Ifitm3	Jsrp1	Krt14	Lsm4	Lyz2	Manf	Map1lc3a	Meg3	Mgll	Micos10	Micos13	Mif	Mir24-2	Mrpl17	Mrpl23	Mrpl52	Mt1	Mt2	Myl6	Naca	Nbl1	Ncl	Ndufa12	Ndufa13	Ndufa7	Ndufb11	Ndufb2	Ndufb6	Ndufb7	Ndufc1	Ndufc2	Ndufv3	Nedd8	Nfkbia	Nhp2	Nme2	Nop10	Nppc	Ntmt1	Oaz1	Park7	Pdap1	Pdcd5	Pfdn1	Pfdn2	Pfdn5	Pfdn6	Pfn1	Pold4	Ppp1r11	Ppp1r14b	Prelid1	Psmb2	Psmb4	Psmb6	Psmb9	Ptma	Rabac1	Ranbp1	Rarres2	Rbis	Rbm39	Rbm8a	Rhoc	Rhoh	Rnaset2b	Romo1	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl18a	Rpl21	Rpl22	Rpl22l1	Rpl24	Rpl26	Rpl27	Rpl27a	Rpl28	Rpl31	Rpl32	Rpl34	Rpl34-ps1	Rpl35	Rpl36	Rpl36al	Rpl41	Rpl6	Rpl9	Rplp0	Rplp1	Rplp2	Rps10	Rps11	Rps13	Rps14	Rps15	Rps15a	Rps18	Rps20	Rps24	Rps26	Rps27	Rps27a	Rps27l	Rps5	Rps7	Rps8	Rps9	Sarnp	Sde2	Selenom	Selenow	Selplg	Serf2	Sertad1	Sh3bgrl3	Slc2a5	Smdt1	Snrpc	Snrpd2	Snrpd3	Snrpg	Son	Spcs1	Srrm2	Sub1	Swi5	Tcf7l2	Tle5	Tmem11	Tmem160	Tmsb10	Tmsb4x	Tnfrsf12a	Tnnt1	Tomm6	Tpm2	Tppp3	Tpt1	Trir	Tuba4a	U2af1	Ubb-ps	Uqcc2	Uqcr10	Uqcrq	Zmat5
TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_B_CELL_AGEING	Anxa1	Anxa2	Apoe	Atp5j2	BC004004	Bcap31	C130026I21Rik	Cavin1	Ccdc134	Ccnd2	Cdc26	Cdkn1a	Cfl1	Chmp2a	Ciao2b	Cops6	Cotl1	Creld2	Crk	Cst3	Cyba	Dcn	Ddost	Ddrgk1	Ddx27	Edem2	Eif3i	Erp44	Fbln1	Fcgr2b	Gapdh	Gpx3	Gpx4	Gsn	H2-Aa	Jund	Klf2	Krt14	Krt15	Krt5	Krt6a	Lamtor2	Lgals1	Lgals7	Ly6a	Ly6c2	Lyz2	Mars1	Mrpl57	Mtarc2	Myh9	Mzb1	Ndufa11	Ndufa4	Ndufa7	Necap2	Nme2	Nt5c	Olfml3	Pafah1b3	Perp	Phgdh	Pi16	Pou2f2	Prr5	Psmb8	Rbm3	Reep5	Rexo2	Rpl13a	Sdf2l1	Sdhd	Sem1	Serpina3g	Serpinf1	Smdt1	Sod1	Sparc	Spcs1	Spcs3	Ssr4	Taf10	Tap2	Tle5	Tmed10	Tmem176b	Tspo	Ubb-ps	Ube2l3	Uqcrh	Vps25
TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING	1110038F14Rik	2210016L21Rik	2310033P09Rik	4930413G21Rik	5031425E22Rik	5830417I10Rik	9530082P21Rik	A330023F24Rik	AW112010	AW554918	Aamp	Abcb1b	Abcf1	Abcg1	Abhd16a	Abhd17a	Abhd5	Abi3	Acap2	Acp6	Actr10	Adap2	Adprh	Adrm1	Agl	Ahsa1	Aimp1	Akap8l	Akap9	Aktip	Aldh7a1	Alg14	Alg5	Amer1	Anapc11	Ankrd12	Anks1	Anp32a	Antkmt	Anxa11	Anxa3	Ap2s1	Apoe	Arf5	Arf6	Arhgap31	Arhgap5	Arhgdia	Arhgdib	Arhgef40	Arid1b	Arid5b	Arl3	Arl6ip1	Arl6ip5	Arpc1a	Arpc1b	Arpc2	Arpc3	Arpc4	Arpc5l	Arrb1	Asxl1	Atg101	Atoh8	Atp2b1	Atp5c1	Atp5d	Atp5h	Atp5pb	Atp6v0c	Atp6v0e	Atp6v1g1	Atp8a1	Atraid	Atxn1	Atxn7l3b	Aup1	Aurkaip1	B2m	BC004004	BC005624	BC031181	Babam2	Bad	Baiap2	Bambi-ps1	Banf1	Bbs9	Bccip	Bckdha	Bcl3	Bcl7c	Bex3	Birc6	Bloc1s4	Bnip3l	Bola3	Borcs8	Braf	Brd1	Brd3	Brd4	Bri3	Brk1	Bsg	Bst2	Btf3	C130074G19Rik	C1d	C3	Cacna2d1	Cacybp	Calm1	Calm2	Camk1	Camk2n1	Caml	Capg	Capns1	Car4	Card19	Cask	Cavin1	Cbfa2t3	Cbx1	Ccdc124	Ccdc25	Ccdc71	Ccdc85b	Ccdc88c	Ccng1	Ccnl2	Ccz1	Cd14	Cd300lg	Cd36	Cd44	Cd59a	Cd63	Cd74	Cd81	Cdc123	Cdc27	Cdc42ep3	Cdc5l	Cdk9	Cdkn1a	Cdkn1c	Ceacam1	Cemip2	Cep350	Cfdp1	Cfl1	Cgrrf1	Chaserr	Chd1	Chic2	Chmp2a	Chmp5	Chtop	Cib1	Cibar1	Cirbp	Cldn5	Clec9a	Clic1	Clic4	Clint1	Clip1	Clock	Clta	Cltb	Cmtm3	Cmtm8	Cnbp	Cnnm3	Cnpy2	Cnpy3	Coa3	Col15a1	Col1a2	Col3a1	Commd1	Commd10	Commd3	Cops6	Cops7a	Copz1	Copz2	Coro1a	Cox11	Cox5a	Cox7a2l	Cplane1	Creb3	Crip2	Cript	Csf1r	Csnk2a2	Csrp1	Ctbp2	Ctcf	Ctdnep1	Ctla2a	Ctnnbip1	Ctsh	Ctsl	Ctss	Ctsz	Cuedc1	Cuta	Cyba	Cybb	Cycs	Cyp4b1	Cytl1	Dab2ip	Dad1	Dap3	Dazap2	Dcaf13	Dcbld2	Dcn	Dcp1a	Dctn3	Dctn5	Dda1	Ddah2	Ddhd1	Ddhd2	Ddit4	Ddrgk1	Ddx50	Dek	Dennd5b	Denr	Depp1	Dgkz	Dhcr24	Dhrs3	Dhrs7	Dhx33	Dhx9	Dip2c	Dkc1	Dkk3	Dlgap4	Dmxl1	Dnajc1	Dnajc19	Dnajc7	Dnajc8	Dpagt1	Dph5	Dph6	Dpm1	Dpt	Dpy30	Dpysl2	Drap1	Dtd1	Dtx3	Dusp3	Dynll2	Dynlrb1	Dyrk1a	Dysf	Ebna1bp2	Ece1	Ech1	Eci2	Ecm1	Ecscr	Edf1	Eed	Eef2kmt	Efcab14	Efemp1	Efna1	Egfl7	Eif1ax	Eif1b	Eif2ak2	Eif2s1	Eif3g	Eif3k	Eif4e3	Eif5a	Eif6	Elof1	Elovl1	Emc10	Emc2	Emc4	Emc6	Emcn	Eno1b	Ercc1	Ergic3	Erh	Eri3	Erp29	Etfb	Eva1b	Exosc5	Exosc8	Fabp4	Faim	Fam104a	Fam162a	Fam181b	Fam32a	Fam3c	Fam76a	Fam89b	Farsb	Fbxl14	Fbxo6	Fibp	Filip1l	Fis1	Fkbp8	Flrt3	Fmnl3	Foxk1	Foxn3	Frg1	Fry	Fryl	Fth1	Ftl1	Fubp1	Fuca1	Furin	Fus	Fxyd5	Gabarap	Gabarapl2	Galk1	Gapdh	Gatad2b	Gatd3a	Gbf1	Gbp7	Gch1	Gclm	Gda	Gemin7	Gfpt2	Gga1	Ggh	Glmp	Gm15441	Gna11	Gnai2	Gnb1	Gnb2	Gng11	Gnpnat1	Gon4l	Gpihbp1	Gpr89	Gprc5b	Gpx3	Gpx4	Gpx8	Grap	Grina	Gsn	Gstm1	Gstm2	Gstp1	Gstt1	Gstt2	Gtf2b	H1f0	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2-Q4	H2az2	H2bc4	Hacd2	Hapstr1	Hax1	Heatr5b	Hes1	Hexb	Hhex	Hmg20b	Hmgb1	Hmgn1	Hmox2	Hnrnpa0	Hnrnpd	Hnrnpl	Hoxd3	Hpcal1	Hpf1	Hprt	Hras	Hrct1	Hs6st1	Hsp90aa1	Hspa4	Hspb1	Hspb8	Hspe1	Icam2	Id1	Id3	Idnk	Ier2	Iffo2	Ifi203	Ifi35	Ifitm2	Ifnar1	Ift20	Ift27	Igf2bp3	Igfbp7	Igtp	Il18bp	Il1r1	Il3ra	Ilkap	Imp3	Imp4	Inafm2	Ing1	Inip	Inka1	Inmt	Inpp4a	Inppl1	Irf1	Irf2bpl	Irf7	Itm2b	Itpa	Itpr2	Itpripl1	Jund	Kansl1l	Kdelr1	Kdm6b	Khdrbs3	Kif1c	Kif24	Kif5b	Klf13	Klf7	Klhl20	Klhl6	Kmt2b	Kmt2e	Kpna3	Kpna4	Kptn	Krt14	Krt15	Krt5	Krt6a	Lamtor1	Lamtor3	Lamtor4	Lamtor5	Laptm4a	Laptm5	Larp1b	Ldb1	Ldlrad3	Leng1	Letmd1	Lgals3bp	Lgals9	Lias	Limd2	Lims2	Litaf	Lman2	Lpl	Lrrc8a	Lrrfip1	Lsm2	Ltbr	Luc7l3	Lum	Luzp1	Ly6a	Ly6c1	Lyar	Lysmd2	Lyz2	Maff	Magee1	Magoh	Malat1	Manf	Map1lc3a	Map3k2	Map4k3	Map7d1	Marf1	Mast3	Mbd2	Mcmbp	Mdh1	Mdp1	Mea1	Med10	Med13l	Med19	Med25	Med27	Med28	Med4	Mepce	Mettl17	Mettl21a	Mettl9	Mfn2	Mgll	Mgp	Mgst1	Mia2	Mitd1	Mmp2	Mnat1	Mocs2	Morf4l1	Mpp4	Mrfap1	Mrpl30	Mrpl42	Mrpl48	Mrpl49	Mrpl51	Mrps14	Mrps15	Mrps24	Mrps26	Mrps33	Mrps36	Mrps7	Mrtfb	Msl1	Msra	Mtarc2	Mtdh	Mtrex	Mvb12b	Mxd4	Mxra7	Myct1	Mydgf	Myh9	Myl12a	Myl12b	Naa10	Naa38	Nabp2	Naca	Nacc1	Nat9	Naxe	Ncbp2as2	Ncl	Ncor1	Ndfip1	Ndufa13	Ndufb5	Ndufb7	Ndufs3	Ndufs4	Neat1	Necap2	Nedd8	Nfic	Nfkbia	Nfkbib	Nfkbil1	Nfu1	Nherf2	Nmd3	Nme2	Nop53	Nop56	Npc2	Npm1	Nprl2	Nras	Nrgn	Nrros	Nsd3	Nsfl1c	Nsmce2	Nub1	Nucb2	Nudt3	Nudt9	Nufip2	Numa1	Oard1	Oaz1	Oaz2	Ociad1	Odr4	Ogn	Orai1	Ostc	Ostf1	Otub1	Paip2	Pak1ip1	Pank2	Pard3	Park7	Particl	Pcbp2	Pcf11	Pcnp	Pdcd10	Pde4b	Pde4d	Pde6d	Pdgfb	Pdhb	Pdia6	Pdlim7	Pdpr	Pea15a	Peak1	Pebp1	Pex14	Pfdn2	Pfdn5	Pfn1	Pgd	Pgls	Phb	Phb2	Phf11d	Phkg2	Pias1	Picalm	Pih1d1	Pik3r3	Pin1	Pisd	Pitpna	Pkig	Plekhm2	Plin3	Plpp3	Pltp	Pno1	Pnp	Pnrc1	Pold2	Polr1d	Polr1g	Polr1h	Polr2e	Polr2g	Polr2i	Pomp	Pop5	Ppa1	Ppib	Ppid	Ppig	Ppp1ca	Ppp1r11	Ppp1r13l	Ppp1r18	Ppp2r3d	Ppp4c	Praf2	Prdx1	Prdx4	Prdx5	Prelid3b	Prickle3	Prmt1	Prr13	Prrg2	Psip1	Psma2	Psma3	Psma5	Psmb1	Psmb10	Psmb5	Psmb8	Psmb9	Psmc2	Psmc3	Psmc5	Psmd12	Psmd4	Psmd7	Psme1	Psme2	Psme4	Psph	Ptk2	Ptma	Ptms	Ptp4a2	Ptpn11	Ptpn23	Pttg1	Purb	Pyy	Qdpr	Rab11b	Rab5c	Rab5if	Rabac1	Rabep1	Rac2	Rack1	Rad1	Ralgapa2	Raly	Ranbp1	Rap1a	Rassf1	Rbm25	Rbm26	Rbm34	Rbm39	Rbm42	Rbm8a	Rbms1	Rbmxl1	Rdx	Reep5	Rer1	Retsat	Rexo2	Rgcc	Rheb	Rhoc	Rilpl1	Rin3	Ripor1	Rnaseh2c	Rnaset2b	Rnd1	Rnf125	Rnf167	Rnf170	Rnf181	Rnps1	Rp9	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl24	Rpl27a	Rpl3	Rpl34	Rpl6	Rpl8	Rpl9	Rplp0	Rpn1	Rps10	Rps11	Rps20	Rps24	Rps3	Rps3a1	Rps4x	Rps5	Rps7	Rps9	Rpsa	Rras	Rrp1	Rrp36	Rsbn1	Rsrc2	Rtf1	Rtl8b	Rtn4	S100a13	S100a16	Sacm1l	Samhd1	Samm50	Saraf	Sarnp	Sars	Sbds	Scand1	Scarb2	Scyl2	Sdhc	Sec11a	Selenok	Selenom	Selenow	Selplg	Serbp1	Serinc5	Serpinb1a	Serpinf1	Serpinh1	Set	Sf3b4	Sfr1	Sgf29	Sh3glb1	Shisa5	Skap2	Skic3	Skil	Slbp	Slc25a19	Slc25a3	Slc25a4	Slc35a5	Slc4a7	Slc50a1	Slc66a2	Slf2	Sltm	Smagp	Smap1	Smarcb1	Smarcc1	Smarce1	Smc1a	Smc6	Smco4	Smim14	Smim30	Smpdl3a	Snapc5	Snf8	Snrnp27	Snrnp70	Snrpa	Snrpa1	Snrpb	Snrpc	Snrpd3	Snw1	Snx21	Snx24	Snx3	Sod2	Sox18	Sox4	Spag7	Spag9	Sparc	Spcs1	Spcs2	Spp1	Spr	Spred3	Spring1	Srek1	Srp9	Srsf10	Srsf11	Srsf2	Srsf5	Srsf6	Srsf7	Ssb	Ssbp3	Ssr1	Ssr2	Ssr4	St13	St6galnac2	Stam2	Stard3nl	Stk10	Stk11	Stk19	Stk35	Stmn1	Stub1	Stx4a	Sub1	Sumo1	Surf1	Swi5	Syf2	Syngr2	Sys1	Szrd1	Taf10	Taf12	Taf1a	Tagln2	Tbca	Tbcb	Tbpl1	Tbrg1	Tceal8	Tceal9	Tcf15	Tcf7l2	Tecr	Tektip1	Tes	Tex261	Tgtp1	Tgtp2	Thrsp	Timm13	Timm23	Timm44	Timm8b	Tkt	Tle5	Tlnrd1	Tlr2	Tm2d1	Tm2d3	Tm4sf1	Tmbim4	Tmco1	Tmed10	Tmed5	Tmed9	Tmem14c	Tmem160	Tmem184c	Tmem205	Tmem223	Tmem234	Tmem242	Tmem250-ps	Tmem251	Tmem259	Tmem263	Tmem50a	Tmem59	Tmem86a	Tmem87b	Tmem88	Tmsb10	Tmsb4x	Tnfsf12	Tomm40l	Tomm6	Tor1aip1	Tpd52	Tpgs1	Tpm3	Tpr	Tprgl	Tpst1	Tpt1	Tra2a	Trabd2b	Trappc6b	Trf	Trim2	Trim47	Trim56	Trir	Trmt10b	Trp53inp1	Trp53rka	Tsg101	Tsn	Tspan13	Tspan17	Tspo	Ttc28	Ttc32	Tuba1a	Tubb2a	Tubb4b	Tusc2	Twf1	Txnl4a	Ubb-ps	Ube2d1	Ube2e1	Ube2g2	Ube2j1	Ube2k	Ube2l3	Ube2m	Ube2s	Ube2v1	Ubl7	Ubqln4	Ubxn1	Ubxn4	Uqcrfs1	Uri1	Use1	Uso1	Usp12	Usp19	Usp7	Utp23	Vamp2	Vamp4	Vamp5	Vamp8	Vapb	Vasp	Vkorc1	Vps28	Vps29	Vps72	Vrk3	Vti1b	Wasf2	Washc3	Wbp2	Wdr45	Wdr82	Xaf1	Ybx1	Yeats2	Ypel3	Ywhae	Ywhah	Yy1	Zbtb22	Zcchc8	Zcrb1	Zfand5	Zfand6	Zfp36	Zfp609	Zfp622	Zfpl1	Zfyve27	Zmat5	Zmynd8	Znhit1	Zscan26
TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING	1110004F10Rik	1700019D03Rik	4933434E20Rik	Aamp	Abhd17a	Acin1	Acvrl1	Adamtsl3	Adh5	Adm	Adora2b	Adprh	Adrm1	Aebp1	Aif1l	Aig1	Aip	Ak2	Akt1s1	Aldh2	Anapc11	Angptl2	Anp32a	Anp32b	Anp32e	Anxa1	Anxa3	Anxa8	Ap1s1	Ap2s1	Apbb1ip	Apoe	Arf5	Arf6	Arhgdia	Arl3	Arl6ip1	Arl6ip5	Arl8a	Arpc1b	Arpc3	Arpc4	Atg101	Atg3	Atn1	Atp2b1	Atp5c1	Atp5d	Atp6v0b	Atp6v0c	Atp6v1g1	Aup1	B2m	BC005624	BC029722	Babam1	Bag1	Bag3	Basp1	Bcl3	Bcl7c	Bcl9l	Bin1	Brd3	Brd4	Bri3	Brk1	Bsg	Bst2	C1qb	C1qbp	C3	C4b	Cabin1	Cacybp	Cald1	Calm3	Camk1	Camk2n1	Capg	Capzb	Cask	Casp4	Cbr1	Ccdc124	Ccdc85b	Ccl11	Ccl2	Ccl7	Ccn3	Ccnl1	Cd151	Cd248	Cd52	Cd63	Cd74	Cd8b1	Cd9	Cdc123	Cdc37	Cdc42ep5	Cdk2ap2	Cdkn1a	Cdkn1c	Cebpb	Cebpd	Cebpg	Ces1d	Cfl1	Chd4	Chmp2a	Chmp4b	Cirbp	Clec3b	Clic1	Clic4	Clmp	Cltb	Clu	Cmtm3	Cndp2	Cnppd1	Cnrip1	Commd10	Comt	Copz1	Coro1a	Cotl1	Cox5a	Cpne8	Creb5	Crip2	Cryab	Csnk1e	Csnk2b	Ctnna1	Ctsb	Ctss	Ctsz	Cuedc2	Cuta	Cxcl1	Cyb5a	Cyb5r3	Cyba	Cygb	Cyp4b1	Cys1	Czib	Dact2	Dapk3	Dbnl	Dcakd	Dcn	Dctn3	Dda1	Ddah2	Ddhd2	Ddrgk1	Dgcr6	Dhrs3	Dhrs4	Dlgap4	Dmkn	Dnaja1	Dnajb1	Dpep1	Dpp4	Dpt	Dpysl2	Dpysl3	Drap1	Dtnbp1	Dtx3	Duoxa1	Dusp3	E2f4	Ebf1	Ece1	Ecm1	Edf1	Eef1d	Efhd1	Efhd2	Ehd1	Eif1	Eif1a	Eif3f	Eif3k	Eif5	Eif5a	Eif6	Elf1	Elof1	Emc10	Emc4	Emc7	Emd	Ercc1	Erh	Eri3	Erp29	Etfb	Ets1	Exosc5	Exosc7	Eya2	Fam104a	Fam124a	Fam32a	Fam3a	Fam89b	Fbxo6	Fcgr3	Fdps	Fdx1	Fgf18	Filip1l	Fis1	Fkbp2	Fkbp8	Fos	Fosl2	Fth1	Ftl1	Fus	Gabarapl1	Gabarapl2	Gadd45b	Gadd45gip1	Gapdh	Gas7	Gatd3a	Gltp	Gnai2	Gnb1	Gnb2	Gng10	Gngt2	Gnptg	Gpm6b	Gpnmb	Gprc5b	Gpsm3	Gpx3	Gpx4	Grina	Grpel1	Gsk3a	Gspt1	Gstm1	Gstp1	Gstt1	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2-M3	H2-T23	H3f3b	Hagh	Has1	Hdgf	Hmg20b	Hmgb1	Hmox2	Hnrnpa0	Hnrnpd	Hnrnph3	Hras	Hs3st1	Hsd11b1	Hsd17b12	Hsp90aa1	Hsp90ab1	Hspa4	Htra2	Icam1	Id3	Idh3b	Ier2	Ier3	Ifi211	Ifi35	Ifitm2	Ifitm3	Ift27	Ift57	Igfbp7	Iigp1	Il11ra1	Il17d	Il34	Il3ra	Il6	Impact	Inmt	Ino80e	Irf1	Irf7	Jak1	Junb	Jund	Kdelr1	Kdm6b	Kif2a	Klf13	Klf2	Klf6	Klf9	Kmt2b	Kmt2e	Kpna4	Krt14	Krt15	Krt17	Lamtor1	Lamtor3	Lamtor4	Laptm4a	Lcn2	Ldha	Ldhb	Letm2	Lgals3	Lgals3bp	Lgals9	Lgmn	Lias	Lifr	Limch1	Litaf	Lmo2	Lmo4	Lrp1	Lrrc8a	Lrrn4cl	Lsm2	Lsp1	Ltbr	Lurap1l	Ly6a	Ly6c1	Ly6e	Ly6h	Lysmd2	Lyz2	Macroh2a1	Maf	Maf1	Malat1	Manbal	Map1lc3a	Map1lc3b	Map2k2	Marcks	Max	Mboat7	Mbp	Mdh1	Mdh2	Mea1	Med28	Meg3	Metrnl	Mettl7a1	Mfge8	Mgst1	Micu3	Mier1	Milr1	Mitf	Mlf2	Mllt6	Mmp11	Mmp14	Mospd3	Mrpl12	Mrpl24	Mrpl58	Mrps12	Mrps18a	Mrps24	Mtarc2	Mustn1	Mxra7	Myc	Myd88	Myoc	Naa10	Naa80	Nabp2	Naxd	Naxe	Nbl1	Ndufa10	Ndufb7	Ndufs7	Nfe2l2	Nfic	Nfix	Nfkbia	Nfkbib	Nfkbiz	Ngf	Npc2	Nras	Nsd3	Nsg1	Nt5c3b	Ntan1	Nubp2	Nudc	Nudt3	Numbl	Oaf	Oaz1	Oaz2	Osr1	Ostc	Ostf1	Otub1	P2ry12	Pabpn1	Palm	Pamr1	Park7	Particl	Pcnp	Pcolce2	Pcsk6	Pdcl3	Pde8a	Pdlim1	Pdlim2	Pdlim4	Pdlim7	Pdpn	Pebp1	Pex14	Pfn1	Pgd	Phb2	Phf11d	Phlda3	Pih1d1	Pim1	Pin1	Pip4p1	Pkig	Pla1a	Plaat3	Plekhj1	Plin2	Plin3	Plscr1	Plscr3	Pltp	Pnrc1	Pold4	Polr2e	Polr2g	Polr3gl	Ppfibp1	Ppp1ca	Ppp1r35	Prdx5	Prdx6	Prelid1	Prelp	Prnp	Prpf38b	Prr13	Prrx1	Psip1	Psmb10	Psmb4	Psmb6	Psmb8	Psmc2	Psmc4	Psmd12	Psmd4	Psmd7	Psmd8	Psme1	Psme2	Ptgir	Ptma	Ptms	Ptov1	Ptp4a2	Ptpn1	Qpct	Rab11b	Rab13	Rab1b	Rab5c	Rabac1	Rack1	Rala	Ralbp1	Raly	Ramp2	Rap1a	Rarres2	Rassf1	Rbm25	Rbm26	Rbm42	Rbms1	Rbpj	Rbpms	Renbp	Retnla	Rexo2	Rhoc	Rhog	Rnase4	Rpl13	Rpl13a	Rpl4	Rplp0	Rps10	Rps3	Rps3a1	Rps5	Rpsa	Rrad	Rras	Rrp1	Rsrp1	S100a16	Samd4b	Sbds	Sbsn	Scamp3	Scand1	Scara3	Scn1b	Sdc4	Sdf2l1	Sdhc	Selenok	Selenom	Selenow	Senp6	Serbp1	Set	Sf3b2	Sf3b4	Sfxn1	Shfl	Shisa5	Slc25a3	Slc43a3	Slfn5	Smarcb1	Smc3	Smc6	Smim10l1	Smpdl3a	Snrnp70	Snrpa	Snrpb	Snrpc	Sntb2	Socs1	Sod2	Sod3	Sox4	Sp100	Sp110	Spag7	Spr	Spry1	Spry2	Srgap1	Sri	Srp14	Srrm2	Srsf11	Srsf5	Ssbp3	Ssbp4	Ssna1	St3gal6	Steap3	Stub1	Stx4a	Sumo1	Sumo3	Swi5	Syf2	Syngr2	Szrd1	Tagln2	Tax1bp3	Tbcb	Tcf4	Tcf7l1	Tcf7l2	Tcn2	Tecr	Tek	Tex261	Tgfb1i1	Thbd	Thra	Timp3	Tle5	Tm4sf1	Tmed1	Tmed4	Tmed9	Tmeff2	Tmem106a	Tmem126a	Tmem14c	Tmem150a	Tmem159	Tmem160	Tmem176b	Tmem234	Tmem242	Tmem250-ps	Tmem50a	Tmem88	Tmem9	Tmod2	Tmsb10	Tnfaip2	Tnfsf12	Tnfsf13b	Tnfsfm13	Tnxb	Tomm40	Tomm6	Tpd52l2	Tpm3	Tppp3	Tprgl	Tpt1	Tra2a	Trappc3	Trappc6b	Trim47	Trir	Tsen34	Tsn	Tspo	Ttyh2	Tuba1c	Tuba4a	Twist1	Txn2	Txndc12	Ubb	Ubb-ps	Ube2e1	Ube2e2	Ube2l6	Ube2m	Ube2r2	Ube2v1	Ubl7	Ubxn1	Ubxn4	Uchl1	Use1	Usp18	Vapb	Vat1	Vcam1	Vegfb	Vegfd	Vps28	Vps29	Vps72	Vti1b	Wasf2	Wbp2	Ybx1	Ybx3	Ypel3	Ywhae	Zbtb7a	Zfp36	Zfp36l1	Zfp503	Zfpl1	Zmat5	Znhit1
TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_MYELOID_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_MYELOID_CELL_AGEING	Aebp1	Anapc11	Ap2s1	Apbb1ip	Apoe	Arhgdia	Arl8a	Arpc1b	Arpc3	Arpc4	Arrb2	Atg101	Atp5d	Atp6v0c	Aup1	Babam1	Basp1	Bcl3	Bcl7c	Bgn	Bri3	Bsg	C1s1	Cadm1	Calm1	Calm2	Capzb	Cbfa2t3	Ccdc124	Ccdc80	Ccn1	Ccnd2	Cd34	Cd79b	Cd8b1	Cd9	Cdc123	Cdc37	Cdkn1a	Cdv3	Cfdp1	Cfl1	Chmp2a	Ckb	Clec3b	Clec4a1	Clic1	Clic4	Clu	Cmip	Col1a1	Col1a2	Col3a1	Col6a1	Col6a2	Commd10	Cotl1	Cox5a	Creld2	Crip2	Crlf2	Csf2ra	Csf2rb	Csk	Csnk2b	Ctdnep1	Ctsb	Ctsz	Cxcl1	Cxcl10	Cxcl13	Cxcl2	Cyba	Dcn	Dhrs4	Dmkn	Dnaja1	Dpep1	Dpt	Dpysl2	Drap1	Dtnbp1	Dusp3	Ebf1	Ebi3	Ece1	Efemp1	Efhd2	Ehd1	Eif3f	Eif3h	Eif3k	Eif4e	Eif5a	Emc10	Emc4	Emd	Eno1b	Entpd2	Erp29	Etfb	Exosc5	Ezr	Fam89b	Fbln1	Fbn1	Fis1	Fmnl1	Fstl1	Fth1	Ftl1	Furin	Fxyd5	Fyb	Gadd45b	Gapdh	Gga1	Gja1	Gltp	Gnb1	Gng10	Gpc3	Gpsm3	Gpx3	Grb2	Gsn	H1f2	H2-Aa	H2-Ab1	H2-D1	H2-DMb1	H2-K1	H3f3b	Has1	Hcls1	Hilpda	Hmgn1	Hmgn2	Hnrnpa0	Hnrnpd	Hsd17b12	Hsp90ab1	Hspb1	Htra1	Htra3	Id3	Ier2	Ifi35	Ifitm2	Igfbp7	Igsf3	Il1b	Inmt	Islr	Jtb	Jund	Kdm6b	Klf13	Kmt2b	Kpna4	Krt14	Krt15	Krt5	Lamtor1	Laptm4a	Ldhb	Lgals3	Limd2	Lmo4	Lrrfip1	Lum	Ly6a	Ly6d	Map1lc3a	Map2k2	Max	Mfap5	Mgp	Mlf2	Mmp2	Mospd3	Mrtfa	Mxra8	Myl12a	Naa10	Nabp2	Nfe2l2	Nfkbia	Nfkbib	Nid1	Npm3	Nr4a1	Nsd3	Nudc	Oaz1	Olfml3	Ostc	Pdia6	Pebp1	Pfdn2	Pfn1	Phb2	Pim1	Pin1	Pkm	Plpp3	Pnrc1	Pold4	Ppp1r11	Ppp1r2	Prdx5	Prelid1	Prr13	Psd	Psmb9	Psmc4	Psmd4	Ptma	Ptms	Ptp4a2	Ptpn1	Rab1b	Rab5c	Rack1	Raly	Ranbp1	Rbm25	Rbm3	Rbm42	Rcn1	Reep5	Retnlg	Rexo2	Rheb	Rnaset2b	Rpl13	Rpl13a	Rpl3	Rpl4	Rplp0	Rps3	Rps3a1	Rps7	Rpsa	Rrp1	Rsrc2	S100a8	S100a9	Samd4b	Samm50	Scamp3	Scand1	Scp2	Sdc4	Sdhc	Selenow	Serbp1	Serpinf1	Serping1	Set	Sf3b2	Sh3bp1	Shisa5	Slc25a3	Smim14	Smoc2	Snrpa	Snrpc	Snx20	Sod2	Spag7	Sparc	Sparcl1	Spi1	Spon2	Spr	Srsf5	Srsf9	Ssbp4	Swi5	Tacstd2	Tagln2	Tbcb	Tex261	Tgm2	Tkt	Tle5	Tmed9	Tmem119	Tmem160	Tmsb10	Tnfrsf1a	Tomm6	Tprgl	Tra2a	Txn2	Ubb	Ubb-ps	Ube2k	Ube2m	Ubl7	Vasp	Vps37b	Wbp2	Ybx1	Yif1b	Ywhae	Zfand5	Zfp36	Zfp703
TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_T_CELL_AGEING	Anp32e	Bclaf1	Ccr8	Cd3d	Cd3e	Cd3g	Cfl1	Dcn	Gas5	Gnb1	Gsn	Gstp1	Oaz1	Pfn1	Rpl13a	Tle5	Tmem176a	Tmsb10
TABULA_MURIS_SENIS_HEART_AND_AORTA_CARDIOMYOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_CARDIOMYOCYTE_AGEING	9330158H04Rik	Acadl	Aldoa	Ankrd1	Arf4	Atp5g2	Atp5h	Atpif1	Aurkaip1	Btg2	Cfl2	Cox17	Cox19	Cox7b	Csrp3	Dstn	Eef1a1	Efhd2	Eif1	Eif4b	Fhl1	Flot1	Fth1	Ftl1	Gabarap	Gapdh	Gltp	Gm5069	Gnas	Gpx4	H2-D1	H3f3a	Hspb1	Igfbp7	Jun	Junb	Map1lc3b	Mir703	Morf4l1	Morf4l1-ps1	Mpc1	Mrpl30	Mt1	Mt2	Myl1	Myl12a	Myoz2	Ndufa10	Nme2	Oaz1	Park7	Pdcd5	Pdlim7	Phyh	Pnrc1	Psmb1	Rbm3	Rnf7	Rpl10	Rpl12	Rpl13a	Rpl15	Rpl17	Rpl18a	Rpl19	Rpl21	Rpl23	Rpl23a	Rpl24	Rpl27a	Rpl3	Rpl31-ps12	Rpl32	Rpl36a	Rpl39	Rpl4	Rpl6	Rpl7	Rpl7a	Rpl8	Rplp0	Rps11	Rps12	Rps13	Rps15a-ps6	Rps2	Rps20	Rps23	Rps24	Rps25	Rps26	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps9	S100a6	Selenok	Serpinb6a	Slc25a4	Smpx	Snx3	Sumo2	Timm23	Tmed3	Tpm1	Ubb	Ufc1	Use1	Vapa	Vdac1	Vps72
TABULA_MURIS_SENIS_HEART_AND_AORTA_ENDOCARDIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_ENDOCARDIAL_CELL_AGEING	B2m	Ccn1	Cd74	Eef1a1	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2-Q4	Junb	Lgmn	Lrg1	Nppa	Rbm3	Rpl12	Rpl23	Rpl31	Rpl31-ps12	Rpl32	Rpl36	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl6	Rplp0	Rplp2	Rps10	Rps12	Rps15a	Rps18	Rps20	Rps21	Rps23	Rps24	Rps28	Rps29	Rps3	Serping1
TABULA_MURIS_SENIS_HEART_AND_AORTA_ENDOTHELIAL_CELL_OF_CORONARY_ARTERY_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_ENDOTHELIAL_CELL_OF_CORONARY_ARTERY_AGEING	2410006H16Rik	4930523C07Rik	AU021092	Abcb1a	Ablim1	Ablim3	Actg1	Adam15	Adgrg1	Akap12	Aldh2	Aldoa	Ankrd37	Anxa2	Anxa3	Anxa7	Apold1	App	Atf4	B2m	Bnip3	Btg2	Calr	Camk2n1	Capg	Capn2	Ccn1	Cd300lg	Cd36	Cd74	Cdh13	Cdkn1a	Cebpd	Cirbp	Cldn5	Clec1a	Clic1	Clic4	Cltb	Clu	Cr1l	Crip1	Csprs	Ctla2a	Ctsd	Cxcl12	Cyb5r3	Cyp4b1	Dcn	Ddrgk1	Ddx5	Dek	Dnajc3	Edn1	Eef1a1	Eef1d	Ehd1	Ehd4	Eif3e	Elf1	Emp2	Eng	Epas1	Ercc1	Esam	Fam110d	Fas	Fbln2	Flt1	Fmo1	Fmo2	Fos	Gadd45g	Galnt18	Gas5	Gbp2	Gda	Gm15421	Gm7609	Gngt2	Gpihbp1	Gstm2	Gstt1	H2-Aa	H2-Ab1	H2-D1	H2-K1	H2-Q4	H2-T23	H2bc4	Hey1	Hrct1	Hsp90aa1	Hspa1a	Icam1	Id1	Id2	Id3	Ier3	Ier5	Iigp1	Irf1	Itm2b	Jun	Junb	Jund	Kif5b	Klf3	Klf4	Klf6	Klf7	Klra9	Lima1	Litaf	Lnx1	Lpl	Ly6a	Ly6c1	Lysmd2	Maff	Malat1	Mcam	Meox1	Meox2	Mfge8	Mgll	Mustn1	Ndrg1	Nfe2l2	Nfib	Nop53	Nostrin	Nucks1	Nus1	Pcmtd1	Pde4b	Pdlim1	Pecam1	Pfdn5	Pi16	Pim3	Pkm	Pkp4	Plaat3	Plat	Plcb4	Plscr1	Plscr2	Pnrc1	Ppp1r15a	Psap	Psmb8	Psmb9	Pxdc1	Rassf1	Rassf9	Rbm25	Rbm3	Rbm39	Rbp7	Rdx	Rpl10a	Rpl12	Rpl13	Rpl13a	Rpl17	Rpl18a	Rpl19	Rpl21	Rpl22l1	Rpl23a	Rpl3	Rpl31-ps12	Rpl35	Rpl36	Rpl36a	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl4	Rpl6	Rpl7	Rpn2	Rps12	Rps19	Rps20	Rps23	Rps24	Rps25	Rps28	Rps29	Rps3a1	Rps5	Rps6	Rps9	Rrbp1	Rsrp1	S100a6	Serinc3	Serpinb6a	Sertad1	Sgms1	Sh3bp5	Slc38a2	Slc3a2	Slc43a3	Slc6a6	Slfn2	Smad6	Smad7	Smpdl3a	Sncg	Snhg8	Socs3	Sod1	Son	Sox18	Sptbn1	Sqstm1	Srrm2	Stat3	Stmn2	Syf2	Tagln2	Tax1bp1	Tbx3	Tcf25	Tgm2	Timp4	Tinagl1	Tmem140	Tmod3	Tppp3	Tsc22d1	Tspan2	Tuba1b	Tubb4b	Ubc	Ubxn2a	Use1	Vim	Wasf2	Xdh	Ybx1	Zfp36l1
TABULA_MURIS_SENIS_HEART_AND_AORTA_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING	1810037I17Rik	2410006H16Rik	AW112010	Add3	Aebp1	Ahsg	Anxa1	Anxa3	Aox3	Apbb1ip	App	Arpc1b	Atp5g2	B2m	Bgn	Bhlhe40	Bst2	Btf3	C1ra	C1s1	C3	C4b	Capg	Carhsp1	Ccn1	Ccn2	Cd302	Cd47	Cd55	Cd74	Cdkn2c	Ces1d	Cirbp	Clec3b	Clmp	Clta	Cltb	Col8a1	Comt	Cox7a2l	Cp	Cpne8	Crip1	Crip2	Ctdsp2	Ctsb	Cxcl1	Cxcl16	Cyb5a	Cyb5r3	Cygb	Cytl1	Dpep1	Eef1a1	Eef1a2	Eef1b2	Eef1d	Eef2	Efemp1	Eif3e	Eif3f	Eif3h	Eif3k	Eif3m	Emp1	Enc1	Enpp2	Entpd2	Fabp4	Faim2	Fau	Fbln2	Fmo2	Fos	Fosl2	Foxp1	Fth1	Ftl1	Fxyd5	Fxyd6	G530011O06Rik	Gas5	Gda	Gfpt2	Gm15421	Gpi1	Gpm6b	Gpsm3	Gpx1	Gpx3	Grina	Gsta3	Gstm1	Gstm2	H2-D1	H2-K1	H2-Q4	H2-T23	H2aj	H2bc4	Hk2	Hsd11b1	Hspb1	Htra4	Iah1	Icam1	Id2	Id3	Ier3	Ifi203	Ifi205	Ifi207	Ifi27l2a	Ifitm2	Ifitm3	Igfbp6	Il33	Inmt	Junb	Klf2	Klf4	Kmt2e	Lbh	Lgals1	Litaf	Lrp1	Lsp1	Ly6a	Ly6c1	Ly6e	Maff	Man2a1	Map1lc3b	Mcl1	Medag	Mfap5	Mgll	Mgst1	Mir703	Mmp14	Mmp3	Mndal	Mrpl33	Ms4a4d	Mt1	Mt2	Mustn1	Mycbp2	Myoc	Naca	Nbl1	Neat1	Ngf	Nop53	Npc2	Npm1	Nppa	Nr4a1	Nsa2	Pabpc1	Pam	Pcolce2	Pcsk6	Pde1a	Pdlim2	Pdpn	Penk	Pfdn5	Pgls	Pi16	Plac9	Plat	Plec	Pltp	Pnrc1	Prr13	Psmb1	Psmb8	Rab3d	Rack1	Ralbp1	Rbm3	Rbp1	Rhoj	Rnase4	Rpl10	Rpl10a	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl15	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl22l1	Rpl23	Rpl23a	Rpl24	Rpl27	Rpl27a	Rpl29	Rpl3	Rpl31	Rpl31-ps12	Rpl32	Rpl35	Rpl35a	Rpl36	Rpl36a	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl4	Rpl41	Rpl5	Rpl6	Rpl7	Rpl7a	Rplp0	Rplp1	Rplp2	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps15a	Rps15a-ps6	Rps16	Rps17	Rps18	Rps19	Rps2	Rps20	Rps21	Rps23	Rps24	Rps25	Rps27	Rps27a	Rps28	Rps29	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps8	Rps9	Rpsa	Rspo1	Rsrp1	Rtraf	S100a13	S100a6	Scara5	Scd1	Scn7a	Sdf4	Selenbp1	Selenop	Serpine2	Serping1	Sfrp1	Slc43a3	Slfn5	Smim41	Smoc2	Snai1	Snhg8	Socs3	Sod1	Sod3	Sox9	Sparcl1	Sqstm1	Ssbp4	Stat3	Svep1	Tgfbr1	Thbd	Timp1	Tmem140	Tmem176a	Tmem176b	Tmem254	Tnxb	Tpt1	Trf	Tspo	Txn1	Txnip	Uap1	Uba52	Use1	Vamp5	Vat1	Vcam1	Vim	Vwa1	Wdr89	Xdh	Zfas1	Zfp36l1	Zfp36l2
TABULA_MURIS_SENIS_HEART_AND_AORTA_LEUKOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_LEUKOCYTE_AGEING	2410006H16Rik	Acp5	Anxa1	Atf4	Bgn	Btg1	C4b	Ccl6	Ccl7	Ccl8	Ccnl1	Cd209f	Cd209g	Cdk2ap2	Clec4d	Cox7a2l	Cxcl13	Dcn	Dusp2	Ecm1	Eef1a1	Eef1b2	Fabp4	Fau	Fcgr2b	Fos	Fosl2	Gas5	Gda	Gm6377	Hspb1	Icam1	Id3	Ier3	Ier5	Ifitm2	Ifitm6	Igfbp7	Il1b	Itgb2	Junb	Jund	Klf10	Klf4	Lgals3	Lilrb4b	Lmo4	Ly6a	Ly6c1	Mcl1	Metrnl	Mgst1	Mpeg1	Ms4a6d	Msrb1	Nadk	Napsa	Nfe2l2	Nfkbiz	Ninj1	Nop53	Nr4a1	Nupr1	Pfdn5	Pim1	Pirb	Plac9	Plek	Pnrc1	Rack1	Rbm3	Rpl10	Rpl13a	Rpl14	Rpl19	Rpl22l1	Rpl23	Rpl23a	Rpl35	Rpl35a	Rpl36	Rpl36a	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl5	Rpl6	Rpl9	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15a	Rps15a-ps6	Rps18	Rps19	Rps20	Rps21	Rps23	Rps25	Rps27a	Rps28	Rps29	Rps3a1	Rps4x	Rps7	Rps8	Rps9	S100a4	S100a6	Samsn1	Sirpb1c	Smpdl3a	Snhg8	Socs3	Srgn	Stat3	Synj1	Tnfaip2	Tns1	Tpt1	Trib1	Vsig4	Wfdc17	Xdh	Zfas1	Zfp36
TABULA_MURIS_SENIS_HEART_AND_AORTA_SMOOTH_MUSCLE_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_SMOOTH_MUSCLE_CELL_AGEING	Aldh2	Atf3	Btg1	Btg2	Capg	Cdkn1a	Cebpb	Cebpd	Ctsd	Dcn	Ddx5	Eef1a1	Fos	Fosb	Fosl2	Ftl1	Gas5	Gm13889	Gstm1	Gstt1	H2-D1	H2-Q4	Hes1	Higd1b	Hsp90aa1	Id3	Ier3	Ier5	Jun	Junb	Jund	Malat1	Nfkbiz	Nr4a1	Nr4a2	Pde4b	Pdlim1	Plac9	Pnrc1	Ppp1r15a	Prnp	Rasl11a	Rbm3	Rpl31-ps12	Rpl38	Rpl39	Rpl6	Rps28	Rps29	S100a6	Sncg	Socs3	Ttll7	Ubc	Zfp36
TABULA_MURIS_SENIS_HEART_ATRIAL_MYOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_ATRIAL_MYOCYTE_AGEING	4930429F24Rik	Abca12	Agpat1	Agpat3	Aldh1l2	Aldob	Amacr	Ambp	Aph1a	Arhgdib	Arpc1b	Arpc3	Bpgm	Bri3	C1qb	Cactin	Capg	Car2	Ccnd1	Ccnd2	Cd74	Cdkn1b	Cfl1	Cops5	Coro1a	Cpeb3	Ctnnbip1	Ctss	Cux1	Cxcl1	Ddx18	Dmpk	Dtna	Dynll2	Efhd2	Esrra	Ewsr1	Fam220a	Fbxo40	Fbxo9	Fech	Fxr2	Fxyd5	Gatd3a	Gc	Gca	Gfpt1	Gm14295	Gnmt	Golga7b	H2-Aa	H2-Ab1	H2-Eb1	H2-Q10	Hba-a1	Hdac4	Hnrnpd	Homer1	Hspb7	Hycc2	Id3	Igsf23	Inpp4a	Ipo7	Isca1	Jund	Kcnd2	Kdm2a	Lamb3	Lmtk2	Ly6a	Macrod1	Map2k5	Matr3	Max	Mdga1	Med25	Mief2	Mkrn1	Mtr	Nifk	Nkx2-5	Nol3	Nr2f2	Oaz1	Olfm1	Pappa	Paqr9	Pdlim4	Pfkl	Pink1	Pnpo	Ppm1g	Ppme1	Ppp1r1b	Prpf19	Prxl2a	Ptms	Pxmp2	Rab3a	Rac2	Rbfox2	Rbpms	Retnlg	Rnf10	Rnf216	Rragd	Samd8	Scn10a	Selplg	Serpina3k	Slc25a39	Slc25a47	Slc38a4	Snrpc	Sp2	Spr	Syt7	Szt2	Tagln2	Tdrkh	Tle5	Tmsb10	Tspan9	Ube2l6	Ube2m	Ube2r2	Vamp2	Vegfb	Vezf1	Wbp11	Zfp579	Zfp704	Zfp775	Zmym2
TABULA_MURIS_SENIS_HEART_ENDOCARDIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_ENDOCARDIAL_CELL_AGEING	Anapc11	Bcr	Bri3	Casp6	Cbfa2t3	Cfl1	Cirbp	Cltb	Cox7a2l	Drap1	Eef1a1	Egfl7	Eif4ebp1	Fbxo9	Fth1	Gnb1	H2-D1	H2-Eb1	H2-Q6	H3f3b	Jund	Lamtor1	Laptm4a	Lrrc8a	Maff	Mall	Map1lc3a	Nherf2	Oaz1	P2ry12	Polr3gl	Prrg2	Ptms	Ptpru	Rbm26	Rhoc	Rnaset2b	Rpl13a	Rpl6	Sdhc	Smagp	Snrpc	Spr	Tle5	Tmed9	Tmem160	Tmsb10	Tnfsf12	Tomm6	Ube2g2	Ypel3	Zfp825
TABULA_MURIS_SENIS_HEART_ENDOTHELIAL_CELL_OF_CORONARY_ARTERY_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_ENDOTHELIAL_CELL_OF_CORONARY_ARTERY_AGEING	Abi3	Adrm1	Aldh2	Aldoa	Anxa2	Apoe	Arhgdia	Arpc1b	Atf3	Bcl10	Bnip3	Bri3	Bsg	C1qb	Calm2	Capg	Ccdc85b	Ccn1	Cd74	Cd9	Cfl1	Chmp2a	Ckb	Cldn5	Clic1	Cltb	Clu	Ctsd	Dcn	Dpysl2	Drap1	Dusp1	Ece1	Ecm1	Eef1a1	Egfl7	Eif3f	Eif5a	Fam110d	Fos	Ftl1	Gata3	Gltp	Gnb1	Gpr34	Gpx4	Gsn	Gstm2	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2-Q6	H3f3b	Hexb	Hmg20b	Icam2	Ier2	Ier3	Igfbp7	Igtp	Junb	Jund	Kdm6b	Klf13	Klf2	Laptm4a	Ldha	Ldhb	Lgmn	Lrrc8a	Lysmd2	Lyz2	Map1lc3a	Meox1	Mgll	Mgp	Mgst1	Mllt6	Msx1	Mtarc2	Nr4a1	Oaz1	P2ry12	Pcp4l1	Pfn1	Pkm	Plpp1	Ppp1r15a	Prr13	Ptma	Ptms	Rhoc	Rnaset2b	Rpl13	Rpl13a	Rpl3	Rpl4	Rpl6	Rplp0	Rps3	Rps3a1	Rpsa	S100a6	Sdc4	Sertad1	Skil	Slc26a10	Smad7	Smagp	Smco4	Snrpc	Spag7	Spr	Srsf5	Stmn2	Tagln2	Tcf15	Tex261	Tgfb1i1	Tgtp2	Tle5	Tmed9	Tmem160	Tmsb10	Tppp3	Trf	Ubb-ps	Ube2v1	Vim	Ybx1
TABULA_MURIS_SENIS_HEART_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING	Adamtsl3	Adh1	Adrm1	Ahsg	Ak1	Akr1a1	Aldoa	Anapc11	Aox3	Ap2s1	Apod	Apoe	Arhgdia	Arhgdib	Arl8a	Arpc1b	Arpc3	Arpc4	Atf3	B2m	Bcl2l1	Bcl7c	Bri3	Bsg	Bst2	C1qa	C1qb	C1qc	C3	C4b	Capg	Ccn1	Ccn5	Cd151	Cd63	Cd74	Cd82	Cd9	Cdkn1c	Ces1d	Cfl1	Cirbp	Clic1	Cltb	Cmtm3	Cotl1	Crip2	Cryab	Ctsb	Cx3cl1	Cxcl1	Cyb5r3	Cyba	Cygb	Cystm1	Cytl1	Ddhd2	Dhrs3	Dlgap4	Dpysl2	Drap1	Efemp1	Egr1	Eif3f	Eif5a	Elof1	Emc10	Fbln7	Fdps	Fos	Fth1	Ftl1	Fxyd5	Fxyd6	Gabarapl1	Gadd45b	Gcg	Gna11	Gnb1	Gpnmb	Gpx3	Gpx4	Grina	Gsta3	Gstm1	Gstp1	H2-Aa	H2-Ab1	H2-D1	H2-K1	H2-T23	H3f3b	Hes1	Hsd11b1	Hsd17b12	Icam1	Id3	Ier2	Ier3	Ifitm2	Igfbp6	Igfbp7	Il33	Inmt	Irf1	Junb	Jund	Kdelr1	Kdm6b	Lamtor1	Laptm4a	Ldha	Ldhb	Lgals3bp	Lgmn	Lmo4	Lrrc8a	Ly6a	Ly6c1	Lyz2	Mafb	Map1lc3a	Meox1	Mettl7a1	Mgst1	Mid1ip1	Mmp3	Mospd3	Myc	Myoc	Nabp2	Ndufa4l2	Nfic	Nfkbiz	Ngf	Ninj1	Npc2	Npdc1	Nppa	Nr4a1	Nsg1	Oaz1	Olfml3	Pcolce	Pdlim7	Pebp1	Penk	Pfn1	Phf11d	Phlda3	Pla1a	Plp1	Pltp	Prdx5	Prnp	Prr13	Psmb8	Ptma	Ptms	Rack1	Rbm26	Rbm3	Rem1	Rhoc	Rnaset2b	Rnf166	Rnf181	Rpl13	Rpl13a	Rpl4	Rpl6	Rplp0	Rps3	Rps7	Rpsa	Rras	Rrp1	Rtp4	S100a16	Scn1b	Sdhc	Selenom	Selenow	Serpina3n	Sf3b2	Sf3b4	Shisa5	Skil	Slc25a3	Slc25a5	Snai1	Snrpc	Socs3	Sox9	Spr	Srsf2	Srsf5	Ssbp4	Sumo3	Szrd1	Tagln2	Tcf7l2	Tex261	Thbd	Tkt	Tle5	Tm4sf1	Tmed9	Tmem160	Tmem176a	Tmem176b	Tmsb10	Tnfaip1	Tnfrsf1a	Tnfsf12	Tomm6	Trf	Tspan4	Tubb4b	Tubb5	Twf1	Txn2	Ubb-ps	Ube2v1	Vcam1	Vim	Wbp2	Ybx1	Ywhae	Zfp36	Zfp36l1
TABULA_MURIS_SENIS_HEART_MONOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_MONOCYTE_AGEING	Abi3	Acp5	Anxa1	Anxa2	Arhgdia	Arpc1b	Arpc3	Arrb2	Atp6v0c	Basp1	Bbc3	Bcl7c	Bri3	Bsg	C1qa	C4b	Capg	Ccdc124	Ccdc80	Cd209f	Cd72	Cd9	Cdc123	Cfl1	Cnnm4	Cotl1	Cox5a	Crlf2	Csf2ra	Ctsz	Cxcl1	Cxcl13	Cxcl2	Cyba	Dcn	Dpt	Dpysl2	Drap1	Ecm1	Efhd2	Eif3f	Eif5a	Emc10	Erp29	Fdps	Ftl1	Fxyd5	Gadd45g	Gnb1	Gngt2	Gpx3	Grina	Gstm1	H2-Aa	H2-Ab1	H2-DMb1	H2-Eb1	H2-K1	H2-M2	H3f3b	Id3	Ier2	Ier3	Ifi27	Ifi30	Ifitm2	Il1b	Il2rg	Jund	Kdm6b	Lamtor1	Lamtor4	Lgals3	Lilrb4a	Lum	Lyz1	Map1lc3a	Map2k2	Metrnl	Mgp	Mgst1	Mmp12	Nfkbia	Oaz1	Pebp1	Pfn1	Phb2	Plekho1	Ppp1r11	Prr13	Psmb8	Ptma	Ptms	Rbm3	Rhoc	Rnaset2b	Rpl13a	Rpl3	Rpl4	Rpl6	Rplp0	Rps3	Rps7	S100a6	Scand1	Sdc4	Sdhc	Selenom	Sf3b4	Shisa5	Siglech	Skil	Slc25a3	Slc25a5	Slc2a5	Snrpc	Sparc	Spi1	Spr	Srsf5	Ssbp4	Tbcb	Tex261	Tle5	Tmed3	Tmed9	Tmem160	Tmsb10	Tnfsf13	Tomm6	Trir	Tspan32	Ubald1	Ubb-ps	Vim	Vsig4	Wbp2	Zfp710	Znhit1
TABULA_MURIS_SENIS_HEART_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_T_CELL_AGEING	Apoe	Cfl1	Ctsd	Dcn	Gsn	Gstm1	Oaz1	P2ry12	Rpl13a	Snrpc	Tle5	Tmsb10
TABULA_MURIS_SENIS_HEART_VALVE_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_VALVE_CELL_AGEING	Anxa5	Ap4s1	Apoe	Arhgdia	Arl8a	Atn1	Atp6v0c	Bcl2l12	Brd3	Bri3	Castor2	Cd151	Cend1	Cfl1	Cirbp	Cmtm3	Ctsd	Cygb	Cystm1	Dcn	Ddah2	Dpysl2	Drap1	Dtx3	Ednrb	Ehd4	Emc10	Fkbp8	Fos	Foxs1	Frg1	Gcg	Gga1	Gm13889	Gnb1	Gsn	H2-D1	Hes1	Hexb	Hnrnpl	Ilk	Junb	Jund	Kdm6b	Lamtor3	Lgmn	Lrrc8a	Map1lc3a	Mapk8ip1	Mast3	Mcfd2	Mesd	Mllt6	Naa80	Ndfip1	Ndufa4l2	Ngf	Nkiras2	Nr4a1	Nudc	Oaz1	Oaz2	P2ry12	Pcnp	Phf1	Phlda1	Pkdcc	Pkig	Plce1	Plod2	Plp1	Polr3gl	Prr13	Ptma	Ptms	Rbfa	Rcn3	Rem1	Rhoc	Rpl13a	Sdhc	Secisbp2l	Selenom	Serbp1	Sf3b2	Sf3b4	Sh3glb2	Snai1	Sncg	Snrpc	Spacdr	Spr	Spry1	Spry2	Srsf5	Stx4a	Tcf7l1	Tex261	Tgfb1i1	Thra	Tle5	Tmem119	Tmsb10	Tnfsf12	Tomm6	Trappc6b	Txnl1	Ubald1	Ubb-ps	Ube2j2	Ube2v1	Vasp	Vim	Wbp2	Wnk1	Ywhae	Zfhx3	Zfp862-ps
TABULA_MURIS_SENIS_HEART_VENTRICULAR_MYOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_VENTRICULAR_MYOCYTE_AGEING	Actn2	Adssl1	Ahsg	Aldh1b1	Aldh2	Amfr	App	Arl6ip5	Atp1a1	Atp6ap1	Bcam	Bckdha	Btbd1	Calcoco1	Cap2	Cct3	Cd151	Ces1d	Chrm2	Clip4	Clu	Copa	Copb2	Corin	Cpe	Cpt1b	Csnk1g2	Ctbp1	Dctn1	Dkk3	Dmpk	Dnaja4	Doc2g	Eef1a1	Eef2	Ehd4	Eif3b	Emc10	Emd	Esrra	Ewsr1	Fcrls	Fkbp8	G3bp1	Gaa	Gatd3a	Gnas	Got2	Gpx3	H1f0	H2-D1	H2-K1	Hnrnpab	Hspb7	Jund	Kcng2	Kcnk3	Kdelr1	Klc1	Lamb2	Lamp1	Laptm4a	Laptm5	Lmna	Lrp10	Maea	Maged1	Map2k2	Map7d1	Med25	Mtus2	Nectin2	Nppa	Nudt4	Oat	Pam	Pbxip1	Pcbp1	Pink1	Pkm	Plp1	Prpf19	Psap	Psmd1	Psmd13	Psmd3	Ptov1	Puf60	Raly	Ric8a	Rnf10	Rraga	Rrp1	Sec23ip	Selenbp1	Selenot	Serinc1	Slc20a2	Slco3a1	Smtn	Sox4	Spr	Sqstm1	Thrap3	Tle5	Tmed9	Tpm2	Tppp3	Trf	Trim54	Trim63	Tubb4b	Uba1	Unc45b	Vcp
TABULA_MURIS_SENIS_KIDNEY_BRUSH_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_BRUSH_CELL_AGEING	Ackr3	Aldh2	Apob	Apoe	Ass1	B2m	Cbr1	Cd74	Cd81	Cfb	Cox8b	Cyp2a4	Cyp2d9	Dbi	Ddt	Dhrs3	Eef1a1	Ethe1	Fbp2	Ftl1	Gas5	Gpx3	Gstt1	H1f2	H2-Aa	H2-Ab1	H2-Eb1	H2-K1	Hao2	Igfbp7	Iscu	Itm2b	Kcnk1	Kng2	Mfsd4b5	Miox	Pdzk1ip1	Prlr	Rdh16f2	Rida	Rpl10	Rpl10a	Rpl21	Rpl22	Rpl4	Rpl6	Rpl9	Rplp0	Rps13	Rps19	Rps23	Rps3	Rps3a1	Rps4x	Rps5	Rps9	Spp1	Tmem254	Tmem37	Tmsb4x	Wfdc2	Ybx1
TABULA_MURIS_SENIS_KIDNEY_EPITHELIAL_CELL_OF_PROXIMAL_TUBULE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_EPITHELIAL_CELL_OF_PROXIMAL_TUBULE_AGEING	0610005C13Rik	2310039H08Rik	Abat	Abracl	Acaa1b	Acaa2	Acot1	Acsl1	Actg1	Adk	Akr1c21	Akr7a5	Aldh2	Aldh7a1	Aldh9a1	Anapc11	Anapc13	Anp32a	Apob	Apoe	Apom	Aqp1	Ascc1	Ass1	Atp5g2	Atraid	B2m	BC004004	Bax	Bhmt	Bnip3	Bola2	Bola3	Bphl	Btf3	Btg2	C1qbp	Calml4	Camk2n1	Car4	Cbr1	Ccdc107	Ccn1	Ccnd1	Ccng1	Cd302	Cd74	Cd81	Cda	Cela1	Cfb	Cfl2	Chchd7	Cisd1	Clta	Cmbl	Cnn3	Commd3	Cox20	Cox4i1	Cox5a	Cox7a2l	Cox7b	Cox8a	Cpn1	Cryz	Csrp2	Cstb	Cubn	Cuta	Cyb5a	Cyp24a1	Cyp2a4	Cyp2c23	Cyp2d12	Cyp4a10	Cyp4a14	Cyp4b1	Dbi	Ddc	Ddrgk1	Ddt	Ddx5	Defb29	Dhcr24	Dhrs3	Dhrs4	Dnajc12	Dnajc19	Dpm3	Dstn	Echs1	Eci1	Eef1a1	Eef1b2	Eef1d	Eef1g	Eif1	Eif3e	Eif3f	Eif3h	Eif3i	Eif3k	Ethe1	Fam162a	Fau	Fbp2	Fkbp2	Fmc1	Fth1	Ftl1	Fundc2	Gabarap	Gabarapl1	Gas5	Gas6	Gatd3a	Gc	Gcdh	Gchfr	Gemin7	Ggact	Ghr	Gm5617	Gng5	Gpx1	Gpx4	Grcc10	Gsr	Gsta2	Gsta3	Gsta4	Gsta5	Gstk1	Gstm1	Gstm5	Gstt1	Gstz1	Gtf2h5	Guca2b	Guk1	H1f0	H1f2	H2az1	H2bc4	H3f3a	H3f3b	Hao2	Hcfc1r1	Hdgf	Hebp1	Hibadh	Hint1	Hint2	Hmgb1	Hmgn1	Hnrnpa3	Hpd	Hsd17b10	Hsd3b4	Hspe1	Iah1	Id2	Ifi27	Igfbp7	Immp1l	Iscu	Itm2b	Iyd	Jtb	Jun	Jund	Klf6	Krcc1	Krtcap2	Kyat3	Lamtor2	Laptm4b	Ldha	Lyplal1	Med28	Mettl7a1	Mettl7b	Mfsd4b1	Mfsd4b5	Mgll	Mgst1	Micos13	Mien1	Mir703	Mocs2	Mpc1	Mpc2	Mpst	Mrfap1	Mrpl23	Mrpl30	Mrpl33	Mrpl34	Mrpl42	Mrpl52	Mrps12	Mrps24	Naa38	Naca	Napsa	Ncoa7	Ndufa4	Ndufa7	Ndufaf8	Ndufb11	Ndufb6	Ndufb9	Nenf	Nme1	Nop10	Npl	Npm1	Npnt	Nqo1	Nuak2	Oaz1	Ost4	Pecr	Pfdn5	Pgls	Pnrc1	Polr1d	Polr2e	Ppa2	Prdx2	Prlr	Prxl2a	Psmg4	Pts	Pxmp2	Rab14	Rab2a	Rab5if	Rack1	Rbm3	Rdh16f2	Rer1	Retsat	Rida	Rnaset2b	Rnf7	Rpl10	Rpl10a	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl15	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl22l1	Rpl23	Rpl23a	Rpl24	Rpl27	Rpl27a	Rpl28	Rpl29	Rpl3	Rpl31	Rpl31-ps12	Rpl32	Rpl35	Rpl35a	Rpl36	Rpl36a	Rpl36al	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl4	Rpl41	Rpl5	Rpl6	Rpl7	Rpl7a	Rpl8	Rpl9	Rplp0	Rplp1	Rplp2	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps15a	Rps15a-ps6	Rps16	Rps17	Rps18	Rps19	Rps2	Rps20	Rps21	Rps23	Rps24	Rps25	Rps26	Rps27	Rps27a	Rps27l	Rps28	Rps29	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps8	Rps9	Rpsa	Rtraf	S100a1	S100a10	S100a11	Sat1	Scd1	Scp2	Sec61g	Selenom	Sephs2	Sgk1	Slc13a1	Slc15a2	Slc22a12	Slc22a13	Slc22a29	Slc22a8	Slc25a3	Slc38a3	Slc51b	Slc6a6	Slirp	Snhg8	Spcs1	Spink1	Spns3	Spsb4	Sptssa	Sri	Srrm2	Srsf3	Srsf5	Ssr4	St13	Sult1c2	Sumo1	Sumo2	Swi5	Tcea3	Tex261	Tmbim4	Tmco1	Tmem147	Tmem19	Tmem205	Tmem252	Tmem254	Tmem256	Tmem37	Tmem59	Tmigd1	Tomm20	Tomm6	Tpt1	Tst	Tstd1	Txn1	Txndc17	Uba52	Ube2d3	Ube2r2	Ubl5	Ubxn1	Vkorc1	Wfdc2	Zfp36l1	ccdc198
TABULA_MURIS_SENIS_KIDNEY_FENESTRATED_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_FENESTRATED_CELL_AGEING	Aldh2	Alpl	Ankrd33b	Aopep	Apoe	B2m	Camk2n1	Car8	Cd74	Cfb	Cltb	Crip1	Csprs	Dnm3	Egln3	Emp2	Fam110d	Fmo1	Foxp1	Fth1	Fxyd5	Gm4951	Gpx3	H2-Aa	H2-Ab1	H2-DMb1	H2-Eb1	H2-K1	Ifi27l2a	Kap	Ly6a	Mal	Mlec	Napsa	Ndufb7	Nme2	Nucks1	Plaat3	Plac8	Plat	Prr13	Psmb8	Rala	Rassf9	Rpl10	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl18	Rpl19	Rpl21	Rpl23a	Rplp1	Rps10	Rps12	Rps15	Rps20	Rps21	Rps24	Rps28	Rps3a1	Rps6	S100a6	Scn1b	Serpine2	Slc6a6	Smad7	Sncg	Sod1	Spink1	Spp1	Synpo	Tle5	Tmsb4x	Tnfaip2	Tpt1	Vcam1	Vim	Ybx1	Zfp36l1
TABULA_MURIS_SENIS_KIDNEY_FIBROBLAST_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_FIBROBLAST_AGEING	AW112010	C1s1	C3	C4b	Eef1b2	Fbln2	Ly6a	Rpl12	Rpl13	Rpl18a	Rpl21	Rpl22	Rpl23	Rpl27	Rpl31-ps12	Rpl32	Rpl37	Rpl39	Rpl6	Rpl8	Rps10	Rps13	Rps15	Rps15a	Rps15a-ps6	Rps16	Rps17	Rps18	Rps19	Rps23	Rps25	Rps26	Rps27a	Rps28	Rps3	Rps4x	Rps5	Rps9
TABULA_MURIS_SENIS_KIDNEY_KIDNEY_COLLECTING_DUCT_EPITHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_COLLECTING_DUCT_EPITHELIAL_CELL_AGEING	Akr7a5	Cfl1	Cst3	Ctsd	F11r	Malat1	Ndrg2	Neat1	Pebp1	Ptms	Rpl13a	Sdhc	Slc39a6	Spink1	Tle5	Tmx4	Tprkb	Ybx1
TABULA_MURIS_SENIS_KIDNEY_KIDNEY_COLLECTING_DUCT_PRINCIPAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_COLLECTING_DUCT_PRINCIPAL_CELL_AGEING	1300002E11Rik	4930523C07Rik	6820431F20Rik	Abhd14b	Actb	Actn4	Adamts1	Adgrf5	Adgrg1	Agrn	Ahnak	Akap9	Ankrd11	Apoe	Aqp3	Aqp4	Arglu1	Arid1b	Arpc1b	Atf3	Atp6v0d2	Atp6v1g3	Atrx	Avpr1a	Avpr2	B230219D22Rik	B2m	Bbx	Bcam	Bicc1	Brd4	Btc	Btg1	Btg2	Calm1	Calm3	Capzb	Car15	Casz1	Cbx6	Ccnd3	Ccnl1	Cd24a	Cd2ap	Cd74	Cdc42bpb	Cebpb	Celsr2	Cenpb	Ces1d	Chchd7	Chd3	Chka	Chmp2a	Cirbp	Cldn4	Cldn7	Clta	Cmip	Coa3	Col18a1	Ctsh	Cxadr	Cxcl16	Cyb5r3	Cyba	Ddit4l	Ddx42	Ddx5	Dnajb1	Dnajc5	Dstn	Dusp1	Dync1i2	Efnb1	Eif1a	Eif3c	Eif4h	Eif5a	Eif5b	Elf1	Elf3	Eml4	Entpd4	Epcam	Eps8	Erdr1x	Exph5	F11r	Fam104a	Fam168a	Fam174b	Fam20c	Fgfr1op2	Fhod3	Flna	Flrt1	Fos	Fosb	Foxi1	Foxp1	Foxq1	Ftl1	Gadd45b	Gcc2	Gdf15	Glis2	Gnai2	Golga4	Golgb1	Gpx3	Gpx4	Gstm1	H2-D1	H2-K1	H3f3b	H6pd	Hbegf	Hdgf	Hepacam2	Hipk1	Hmg20b	Hmgb2	Hnrnpa0	Hnrnpab	Hnrnpc	Hnrnph1	Hook3	Hoxb4	Hoxb9	Hs6st1	Hsd17b11	Hsp90b1	Hspa1a	Id3	Ier2	Ifi27	Iqgap2	Irf1	Irf2bpl	Itm2c	Jak1	Jun	Junb	Jund	Kcnk1	Klf2	Klf4	Klf6	Klhdc8a	Kmt2e	Krt18	Krt8	Ktn1	L1cam	Laptm4b	Larp1	Lasp1	Lcn2	Litaf	Lmo4	Lpp	Ly6e	M6pr	Macf1	Mal2	Malat1	Map1lc3a	Mapt	Mark2	Mat2a	Mbd3	Mcl1	Mier1	Miox	Mlec	Mtdh	Muc1	Muc20	Mvb12a	Mycbp2	Myh9	Myl12a	Nap1l1	Napsa	Ncoa7	Ncor1	Ndrg1	Neat1	Nectin3	Nenf	Nfat5	Nfe2l2	Nfib	Nol7	Nuak2	Nucks1	Ociad2	Oga	Pak2	Pam	Pappa	Pcbp1	Pdap1	Pde3b	Pfdn6	Pgls	Picalm	Pik3r1	Pkn2	Plet1	Plscr1	Pnn	Ppfibp1	Ppp1r15a	Ppp2r3a	Prelid1	Prkcd	Prom1	Prpf38b	Prrc2c	Prxl2a	Ptbp3	Ptma	Ptp4a2	Pura	Rab11b	Rab11fip5	Rab5c	Rack1	Rala	Rbis	Rbm25	Rbm3	Rbpms	Reep5	Resf1	Rhob	Rnf7	Rpl10	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl23	Rpl24	Rpl27a	Rpl31	Rpl31-ps12	Rpl32	Rpl35	Rpl35a	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl5	Rpl9	Rplp0	Rplp1	Rplp2	Rpn1	Rps10	Rps12	Rps15	Rps15a	Rps16	Rps17	Rps18	Rps19	Rps20	Rps21	Rps23	Rps24	Rps27	Rps27a	Rps28	Rps29	Rps3	Rps3a1	Rps4x	Rps5	Rps7	Rps8	Rpsa	Rrad	Rrbp1	Rrp1	Rtn4	Rwdd1	S100a10	S100a11	S100a13	S100a16	Samd4b	Samd9l	Scaf11	Scg5	Scin	Serpinb9	Sertad2	Set	Sfpq	Sh3bgrl3	Slc35g1	Slc48a1	Slc4a9	Slco3a1	Sltm	Smad7	Socs3	Sort1	Sox4	Spacdr	Spag7	Spink1	Spns2	Sptan1	Srrm1	Srsf3	Srsf5	Ssrp1	St13	Stag2	Stc1	Stub1	Stx16	Syne2	Synj2bp	Tacc2	Tacstd2	Tapbp	Tardbp	Tgfbr2	Tgif1	Thoc2l	Timp3	Tmc4	Tmed10	Tmem254	Tmem30b	Tmem45b	Tmsb10	Tmsb4x	Tnrc18	Tnrc6b	Tpm4	Tpp1	Tpr	Tpt1	Trib1	Trim44	Tsc22d1	Tspan13	Tspan33	Tspan9	Tuba1a	Tuba1b	Tubb2b	Twsg1	Ubn2	Ubxn1	Ubxn2a	Ucp2	Vezf1	Wbp11	Xbp1	Ywhab	Ywhah	Zc3h13	Zcrb1	Zfand5	Zfhx3	Zfp207	Zfp36	Zfp36l1
TABULA_MURIS_SENIS_KIDNEY_KIDNEY_CORTEX_ARTERY_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_CORTEX_ARTERY_CELL_AGEING	Apoe	B2m	Cd74	Ctla2a	Eng	Epas1	Fth1	Gnai2	Gpx3	H2-Aa	H2-Ab1	H2-Eb1	H2-K1	Herc1	Ifi27l2a	Insr	Kap	Mcam	Mxra7	Napsa	Npnt	Pcolce2	Plac8	Plac9	Ripply3	Rps10	Slc6a6	Sod1	Syne1	Timp3	Tmem234	Ybx1
TABULA_MURIS_SENIS_KIDNEY_KIDNEY_DISTAL_CONVOLUTED_TUBULE_EPITHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_DISTAL_CONVOLUTED_TUBULE_EPITHELIAL_CELL_AGEING	Actb	Adgrg1	Apoe	Atp4a	Atp6v0a4	B2m	Btg1	Calm1	Cd74	Cfl1	Cited2	Csde1	Csrp1	Dbndd2	Ddit4l	Eef1a1	Elf3	Emb	F2rl1	Gas5	Ggnbp2	Gnas	H2-D1	H2-K1	Hspa8	Id2	Idi1	Ifi27	Kap	Lgals3	Lmo4	Ly6e	Manf	Mapt	Mier1	Mt2	Mtdh	Napsa	Ncln	Ndrg1	Nectin3	Pdcd4	Pde4b	Pigr	Pnrc1	Ppp1r1b	Prkaa2	Ptma	Rab18	Rbm25	Rbm3	Reep5	Rell1	Rnf10	Rpl10	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18a	Rpl21	Rpl23a	Rpl28	Rpl35a	Rpl36a	Rpl4	Rpl41	Rpl6	Rpl7a	Rpl9	Rplp0	Rplp1	Rps10	Rps12	Rps16	Rps19	Rps2	Rps23	Rps24	Rps3	Rps3a1	Rps4x	Rps6	Rps8	Rtcb	S100a10	S100a11	Scg5	Sec14l1	Sh3bgrl3	Slc34a1	Son	Sox4	Spp1	Srsf11	Tbc1d1	Tmem178	Tmem254	Tmsb10	Tmsb4x	Tuba1b	Wfdc2	Wsb1	Xist	Ywhah	Ywhaq	Zc3h13	Zfp36l1
TABULA_MURIS_SENIS_KIDNEY_KIDNEY_LOOP_OF_HENLE_ASCENDING_LIMB_EPITHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_LOOP_OF_HENLE_ASCENDING_LIMB_EPITHELIAL_CELL_AGEING	Apoe	Kap	Napsa	Pigr	Spink1	Wfdc2
TABULA_MURIS_SENIS_KIDNEY_KIDNEY_LOOP_OF_HENLE_THICK_ASCENDING_LIMB_EPITHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_LOOP_OF_HENLE_THICK_ASCENDING_LIMB_EPITHELIAL_CELL_AGEING	4833439L19Rik	Abhd17c	Ablim1	Acly	Acsl4	Acsl5	Actb	Actn4	Adgrg1	Aif1l	Akr1a1	Anxa5	Ap2a2	Aplp2	Apoe	Arpc2	Atp4a	Atp6v0a4	Atp6v1a	Atp6v1f	Atp6v1g1	B2m	Bbln	Bmp4	Bola3	C130074G19Rik	Calm1	Calr	Canx	Capns1	Car15	Cd2ap	Cd74	Cd9	Cfl1	Chmp3	Chp1	Clcnkb	Cldn16	Cltb	Clu	Cnbp	Ctsd	Cttn	Cxcl16	Cyfip2	Dnajc3	Dstn	Dusp3	Dync1i2	Dynll1	Dynlt3	Eef1a1	Efhd1	Eif4g2	Eif5	Eif5a	Emb	Entpd4	Eprn	Erdr1x	Eva1b	Fgf1	Fgf9	Flrt1	Flvcr1	Foxq1	Fth1	Ftl1	Gas6	Ggt1	Gipc2	Gls	Gnb1	Gng12	Gpx1	Gpx3	Gpx4	Gsr	Gstt1	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2aj	Hnrnpa3	Hoxb9	Hoxd9	Hpcal1	Itm2c	Ivns1abp	Kap	Kcnj16	Kctd1	Kif1b	Kif5b	Klhdc8a	Klk1	Lgals3	Lmo4	Lpp	Ly6c1	Ly6e	Mal	Man2a1	Mapre1	Mfge8	Mfsd4b1	Miox	Mlf2	Msi2	Mt2	Napsa	Ndrg1	Nenf	Nuak2	Nucks1	Ost4	Pdcd4	Pdia3	Pdia6	Pgk1	Pigr	Pkp4	Plekhb2	Pmepa1	Ppm1h	Ppp2r3a	Prkar1a	Prr13	Pth1r	Ptp4a2	Ptprf	Pts	Rab18	Rab5c	Rab6b	Rack1	Raly	Rbm3	Rbm47	Rhoa	Rnasek	Rogdi	Rpl10	Rpl12	Rpl21	Rpl22	Rpl29	Rpl31-ps12	Rpl38	Rpl39	Rpl4	Rpl5	Rpl6	Rplp1	Rpn2	Rps12	Rps13	Rps19	Rps20	Rps23	Rps28	Rps4x	Rps7	Rragd	Sardh	Scnn1a	Scp2	Sec14l1	Sec61g	Selenom	Selenow	Serp1	Sfrp1	Sh3bgrl	Sh3bgrl3	Slc25a17	Slc25a39	Slc5a1	Smad7	Spink1	Spp1	Srrm2	Stat3	Stk39	Stub1	Stx7	Tacc2	Tceal9	Tcf25	Tesc	Tfcp2l1	Timp3	Tle5	Tmbim6	Tmem176a	Tmem176b	Tmem178	Tmem254	Tmem52b	Tmprss2	Tmsb10	Tmsb4x	Tnfaip2	Tomm6	Tpt1	Tspan1	Tspan33	Tubb2b	Ube2d3	Ubxn2a	Umod	Uqcc2	Wfdc2	Wnk1	Wsb1	Ybx1	Ywhab	Zfp36l1
TABULA_MURIS_SENIS_KIDNEY_KIDNEY_MESANGIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_MESANGIAL_CELL_AGEING	Cd74	Cgnl1	Clu	Ctsd	Edn1	Fcer1g	Fth1	Gpx3	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	Ifi27l2a	Jam2	Kap	Ly6a	Mgst1	Ndrg1	Plac9	Prss23	Sod3	Ssb	Timp3	Zfp704
TABULA_MURIS_SENIS_KIDNEY_KIDNEY_PROXIMAL_CONVOLUTED_TUBULE_EPITHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_PROXIMAL_CONVOLUTED_TUBULE_EPITHELIAL_CELL_AGEING	Acsl1	Acss1	Actg1	Akr1a1	Apob	Apoe	Arvcf	Ascc1	Ass1	Atxn1	B2m	Bax	Bex4	Camk2n1	Ccn1	Ccnd1	Cd74	Cela1	Chka	Clec2h	Clta	Cnn3	Comt	Cox7a2l	Creg1	Cxxc5	Cyp24a1	Cyp2c23	Cyp2d12	Ddc	Ddt	Ddx5	Defb29	Degs1	Dhrs3	Dnajb4	Dusp1	Eef1b2	Eif1	Epb41l3	Ethe1	Fbp2	Fis1	Fos	Ftl1	G6pc	Gabarap	Gabarapl1	Gas5	Gas6	Gatm	Gc	Gdf15	Gnpda1	Gpx1	Gsta3	Gsta4	Gstt1	H1f2	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2bc4	H3f3b	Hdc	Hint1	Id2	Ifi27	Ipmk	Irf2bp2	Isoc2a	Jun	Jund	Kap	Klf6	Ldhd	Lgmn	Lyplal1	Maf	Mafg	Malat1	Map1lc3b	Mdk	Mgst1	Mocs2	Mrfap1	Nabp1	Ndrg1	Neat1	Nenf	Npl	Npm1	Nuak2	Oaz1	Ost4	Pakap	Pdp2	Pnrc1	Psap	Rbm3	Rcan1	Rhob	Rhobtb1	Rnf186	Rpl10	Rpl13	Rpl18a	Rpl21	Rpl3	Rpl36al	Rpl37a	Rpl4	Rpl41	Rpl5	Rpl6	Rpl7	Rpl9	Rplp0	Rplp2	Rps10	Rps12	Rps13	Rps14	Rps15a	Rps15a-ps4	Rps16	Rps19	Rps2	Rps20	Rps21	Rps23	Rps24	Rps26	Rps27	Rps27a	Rps28	Rps29	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps9	Rsrp1	Rtn4	Sec61g	Sectm1b	Selenop	Sephs2	Sgk1	Sirpa	Slc13a1	Slc16a1	Slc25a3	Slc3a2	Slc43a2	Slc5a12	Slc7a7	Slco1a6	Smim22	Snhg11	Spns3	Spsb4	Sptssa	Srsf5	Sult1c2	Tceal8	Tmem106a	Tmem254	Tmem37	Tmsb4x	Tomm6	Tpt1	Trf	Tstd1	Ube2b	Vkorc1	Ybx1	Ypel2	Zfp36l1
TABULA_MURIS_SENIS_KIDNEY_MACROPHAGE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_MACROPHAGE_AGEING	AB124611	AW112010	Acp5	Adgre5	Agpat4	Ahnak	Aldh2	Alox5ap	Atp1b3	Atp5h	Atp5l	Atp5mpl	Btg1	Capg	Ccl2	Ccl5	Ccl6	Ccl9	Cd300a	Cd44	Cd47	Cd84	Cebpb	Cfp	Clec12a	Clec4a1	Cmip	Cox5a	Cstb	Ctsd	Cyba	Dbi	Emp3	Ezr	Fgr	Fis1	Fos	Gdf3	Gmfg	Gngt2	Gpx3	Gpx4	Grn	Gsr	H2aj	H3f3a	Hint1	Idh1	Ier3	Ifi30	Ifitm2	Il2rg	Itga4	Itgam	Junb	Jund	Klf2	Klf4	Lgals3	Lmo4	Lrp1	Ly6a	Ly6e	Lyz1	Lyz2	Mcl1	Miox	Ms4a6c	Ms4a6d	Ms4a7	Msrb1	Nadk	Napsa	Ndufa1	Ninj1	Pgk1	Pla2g7	Plac8	Pltp	Prdx2	Prdx5	Prr13	Ptpn1	Rap2b	Rbm3	Reep5	Rida	Rpl10	Rpl28	Rpl31-ps12	Rpl36al	S100a4	S100a6	Samsn1	Sat1	Scand1	Sec61b	Sec61g	Sirpb1c	Slc25a5	Smdt1	Smpdl3a	Socs3	Sod2	Sp140	Spink1	Tmem160	Tmsb10	Tnfaip2	Trem2	Txn1	Uqcrq	Vamp8	Vim	Ywhaz	Zeb2	Zfp36
TABULA_MURIS_SENIS_KIDNEY_PODOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_PODOCYTE_AGEING	1110038B12Rik	1700016C15Rik	2200002D01Rik	4931406C07Rik	Acot13	Acox1	Acsm2	Ak2	Akr1a1	Akr1c21	Akr7a5	Aldh2	Aldob	Apoe	Arl6ip1	Atox1	B2m	Bax	Bola2	Bst2	C130074G19Rik	C3	Calml4	Cat	Ccnd1	Ccng1	Cd63	Cd74	Cib1	Cldn10	Cltrn	Cndp2	Comt	Cotl1	Cp	Cryz	Cstb	Ctsb	Ctsz	Cxcl16	Cyba	Cyp2j5	Dab2	Dbi	Ddah1	Ddit4l	Defb29	Dhcr24	Dhrs4	Dnajc19	Eef1b2	Eif6	Eny2	Esd	Ets2	Fbp1	Fermt1	Fth1	Ftl1	Fut9	Gas5	Gatm	Gc	Gcnt1	Ggt1	Gipc2	Glyat	Gng12	Gpx1	Gpx3	Grina	Gss	Gsta2	Gstm5	Guca2b	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2aj	Hao2	Hint1	Hsd3b4	Hspe1	Iah1	Idh1	Igfbp4	Itgav	Itgb6	Ivns1abp	Kap	Keg1	Khk	Krtcap2	Lamp1	Lamp2	Lap3	Ldhb	Lgals1	Lgals3bp	Lgmn	Lrp2	Ly6a	Ly6e	Mdk	Mep1a	Mgat4b	Mgst1	Mif	Miox	Msra	Myof	Napsa	Ndrg1	Neu1	Nhp2	Nme1	Nme2	Npc2	Nus1	Pah	Pdzk1	Pdzk1ip1	Pebp1	Phlda3	Picalm	Prxl2a	Psap	Psmg4	Pter	Rack1	Rbis	Rida	Rpl12	Rpl23	Rpl27	Rpl32	Rpl36a	Rpl37	Rpl38	Rpl39	Rpl41	Rplp0	Rplp1	Rplp2	Rps10	Rps12	Rps13	Rps15a	Rps16	Rps17	Rps18	Rps19	Rps2	Rps21	Rps27l	Rps28	Rpsa	S100a10	Scp2	Selenop	Sfxn1	Sh3bgrl3	Slc25a39	Slc27a2	Slc34a1	Slc4a4	Slc5a2	Snx7	Spink1	Spp1	St13	Steap2	Sult1d1	Sytl2	Tagln2	Timm13	Tkfc	Tmbim4	Tmem174	Tmem176a	Tmem176b	Tmem205	Tmem252	Tmem254	Tmem256	Tmem258	Tnfrsf12a	Tpt1	Ttc36	Uap1l1	Ufm1	Uqcr10	Vcam1	Xist
TABULA_MURIS_SENIS_KIDNEY_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_T_CELL_AGEING	AW112010	Aldob	Atp5k	B2m	Bhlhe40	Camk2n1	Casp8	Ccl5	Cd28	Cd69	Cst3	Cxcr6	Dbi	Dusp1	Fasl	Fgl2	Fos	Fosb	Fxyd2	Gimap7	Gpr183	Gpx3	Gpx4	Hectd1	Id2	Ifi203	Ifi27	Igfbp7	Isg15	Junb	Jund	Klf6	Lag3	Lsm5	Ndrg1	Nkg7	Nr4a2	Pdcd1	Psmb8	Rgs1	Rida	Rnf19b	Rpa2	Rpl38	Runx3	S100a10	S100a11	S100a4	S100a6	S100a9	Sec61g	Serpina3g	Slc34a1	Spp1	Stmp1	Tmem176b	Tnfaip3	Trps1	Txn1	Vamp8	Zbp1
TABULA_MURIS_SENIS_LARGE_INTESTINE_BRUSH_CELL_OF_EPITHELIUM_PROPER_OF_LARGE_INTESTINE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LARGE_INTESTINE_BRUSH_CELL_OF_EPITHELIUM_PROPER_OF_LARGE_INTESTINE_AGEING	Banp	Cfl1	Clic4	Cnp	Dnah7b	Erbin	Gfus	Gsn	Jund	Nrgn	Pkm	Polr2a	Ppp1r9a	Prr13	Psmc1	Ptms	Rbm38	Rpl13a	Tle5	Ubb-ps
TABULA_MURIS_SENIS_LARGE_INTESTINE_ENTEROCYTE_OF_EPITHELIUM_OF_LARGE_INTESTINE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LARGE_INTESTINE_ENTEROCYTE_OF_EPITHELIUM_OF_LARGE_INTESTINE_AGEING	0610005C13Rik	0610009B22Rik	0610010K14Rik	1110065P20Rik	1810009A15Rik	1810065E05Rik	2210016F16Rik	2210016L21Rik	2310011J03Rik	2310039H08Rik	2410006H16Rik	2510002D24Rik	2610528J11Rik	AA467197	Aamdc	Aamp	Abhd11	Abhd14b	Abhd17a	Abhd6	Abracl	Acaa1a	Acaa2	Acads	Acot13	Acot7	Acot8	Acp1	Acp5	Adam28	Adh1	Adh5	Adrm1	Adtrp	Agpat5	Agr2	Aimp1	Ak2	Akr1a1	Akr1b8	Akr1c12	Akr1c13	Akr1c19	Akr1e1	Akr7a5	Akt1s1	Alad	Aldh1b1	Aldoa	Aldob	Alg5	Alkbh7	Anapc11	Anapc13	Anapc16	Ang	Anp32a	Anp32b	Antkmt	Ap1m2	Ap1s1	Ap2a2	Ap2s1	Aprt	Aqp11	Arf5	Arg2	Arhgdia	Arl2	Arl4a	Arl6ip5	Arpc1b	Arpc3	Arpc4	Arpc5l	Arpp19	Asl	Atg101	Atox1	Atp5a1	Atp5b	Atp5c1	Atp5d	Atp5e	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5l	Atp5o	Atp5pb	Atp6v0b	Atp6v0e	Atp6v1f	Atp6v1g1	Atpif1	Atraid	Aup1	Aurkaip1	B2m	BC004004	BC031181	Babam1	Bad	Bag1	Banf1	Bax	Bbln	Bcap31	Bdh1	Bloc1s1	Blvrb	Bola1	Bola2	Bola3	Bri3	Brk1	Bsg	Btf3	Bud31	C1d	Calm1	Calm2	Calm3	Calml4	Canx	Capg	Capzb	Car1	Car2	Car9	Carhsp1	Casp1	Cbr1	Cbr3	Ccdc107	Ccdc12	Ccdc124	Ccdc141	Ccdc58	Ccdc85b	Ccs	Cct5	Cct7	Cd63	Cd81	Cd9	Cda	Cdc123	Cdc26	Cdc37	Cdc42	Cdc42ep5	Cdk2ap2	Cdx1	Cdx2	Cebpzos	Cela1	Cenpx	Ces1d	Ces1f	Ces1g	Cfdp1	Cfl1	Cgref1	Chchd1	Chchd10	Chchd2	Chchd7	Chmp2a	Chmp6	Churc1	Ciao2a	Ciao2b	Cib1	Cideb	Cirbp	Cisd1	Cisd3	Cks2	Cldn3	Cldn7	Clic1	Clpp	Clta	Cltb	Clybl	Cmbl	Cmc1	Cnbp	Cnih4	Cnnm4	Cnpy2	Cntfr	Coa3	Commd1	Commd3	Commd4	Commd6	Comt	Cope	Cops6	Cops9	Copz1	Coq9	Cox14	Cox16	Cox19	Cox20	Cox4i1	Cox5a	Cox6a1	Cox6b1	Cox6c	Cox7a2	Cox7a2l	Cox8a	Cplx1	Crb3	Creb3	Creg1	Cryl1	Csk	Csnk2b	Csrp2	Cst3	Cstb	Ctdnep1	Cth	Ctsb	Ctsz	Cuta	Cyb5a	Cyb5b	Cyb5r3	Cyba	Cyc1	Cycs	Cyp2d26	Cystm1	D8Ertd738e	Dad1	Dap3	Dapk3	Dbi	Dbndd2	Dctn3	Dctpp1	Dcxr	Ddost	Ddrgk1	Ddt	Ddx39b	Decr1	Defb37	Degs2	Dgcr6	Dhrs4	Dhrs7b	Dmbt1	Dnaja1	Dnajc15	Dnajc19	Dnajc4	Dnajc8	Dnlz	Dnpep	Dpcd	Dph3	Dpm1	Dpm3	Dpy30	Drap1	Dynll2	Dynlrb1	Ebp	Ece1	Ech1	Echs1	Eci1	Eci2	Edf1	Eef1a1	Eef1b2	Eef1d	Eef1g	Eif1ax	Eif3e	Eif3f	Eif3g	Eif3h	Eif3i	Eif3k	Eif3m	Eif4a1	Eif4e2	Eif5	Eif5a	Eif5b	Eif6	Elob	Eloc	Elof1	Elovl1	Elp5	Emc10	Emc4	Emc6	Emc7	Emg1	Eny2	Erg28	Ergic3	Erh	Erp29	Esd	Espn	Etfa	Etfb	Ethe1	F11r	Fa2h	Fabp2	Fahd1	Fam104a	Fam162a	Fam32a	Fam3d	Fam98c	Fbp2	Fcgrt	Fdps	Fdx1	Fermt1	Fgfbp1	Fh1	Fibp	Fis1	Fkbp1a	Fkbp2	Fkbp4	Fkbp8	Fmc1	Fth1	Ftl1	Fuca1	Fuom	Gabarap	Gabarapl2	Gabrr2	Gadd45b	Gadd45gip1	Gale	Galk1	Gapdh	Gas5	Gatad1	Gcg	Gclm	Gemin7	Gfer	Gfus	Gipc1	Gipc2	Glo1	Glod5	Glrx2	Glrx3	Glrx5	Gm15401	Gm3336	Gmds	Gna11	Gnb1	Gnb2	Gng12	Gnpnat1	Golt1a	Gpd1	Gpr15lg	Gpt	Gpx1	Gpx4	Grcc10	Grpel1	Gsdmc2	Gsdmc4	Gss	Gsta1	Gstk1	Gstm1	Gstm5	Gsto1	Gstp1	Gstp2	Gstt1	Gstt2	Gstt3	Gtf2a2	Gtf2h5	Gtf3c6	Guca2b	Guk1	H13	H1f0	H2-D1	H2aj	H2az1	H2az2	H3f3a	H3f3b	Hadh	Hagh	Hao2	Hcfc1r1	Hdac1	Hdgf	Hexa	Higd1a	Higd2a	Hint1	Hint2	Hmg20b	Hmgb1	Hmgb2	Hmgcl	Hmgcs2	Hmgn5	Hnrnpa0	Hnrnpa2b1	Hnrnpa3	Hnrnpab	Hnrnpc	Hprt	Hras	Hsbp1	Hsd17b10	Hsd17b13	Hsd17b2	Hsd17b8	Hsp90aa1	Hsp90ab1	Hspd1	Hspe1	Htatip2	Hyi	Hypk	Iah1	Idh1	Idh3b	Idh3g	Idnk	Ier2	Ier3ip1	Ifi27	Ifi27l2b	Ifi30	Ifi35	Ift20	Igbp1	Il18	Immp1l	Iscu	Jpt1	Jtb	Jund	Kdelr1	Kdelr2	Khk	Klf13	Klf5	Klk1	Krt18	Krt19	Krt7	Krtcap2	Krtcap3	Kxd1	Lamtor1	Lamtor2	Lamtor4	Lamtor5	Laptm4a	Lgals3	Lgals4	Lgals9	Lgr4	Llph	Lman2	Lmo4	Lsm4	Lsm6	Lurap1l	Lypla2	Macrod1	Macroh2a1	Malsu1	Manf	Map1lc3a	Map1lc3b	Map2k2	Mapk13	Mcee	Mcrip2	Mcu	Mdh1	Mdh2	Mdp1	Mea1	Med28	Mettl26	Mettl7a1	Mettl7b	Mgst2	Mgst3	Micos10	Micos13	Mien1	Mif	Mif4gd	Mkrn2os	Mlec	Mlf2	Mmp3	Mocs2	Mpc1	Mpc2	Mpdu1	Mpnd	Mpst	Mptx1	Mpv17l2	Mri1	Mrpl12	Mrpl14	Mrpl15	Mrpl17	Mrpl18	Mrpl2	Mrpl20	Mrpl21	Mrpl23	Mrpl24	Mrpl27	Mrpl28	Mrpl30	Mrpl32	Mrpl33	Mrpl34	Mrpl36	Mrpl4	Mrpl40	Mrpl41	Mrpl42	Mrpl43	Mrpl51	Mrpl52	Mrpl53	Mrpl54	Mrpl55	Mrpl57	Mrpl58	Mrps12	Mrps14	Mrps15	Mrps16	Mrps18a	Mrps18c	Mrps21	Mrps23	Mrps24	Mrps25	Mrps26	Mrps33	Mrps34	Mrps36	Mrps7	Ms4a8a	Msra	Mt1	Mt2	Mtarc2	Mtch2	Mtln	Mvb12a	Mydgf	Myl12a	Myl12b	Myl6	Naa38	Nabp2	Naca	Nagk	Nans	Napa	Nat9	Naxd	Naxe	Ncbp2as2	Ncl	Ndufa10	Ndufa11	Ndufa12	Ndufa13	Ndufa2	Ndufa4	Ndufa5	Ndufa7	Ndufa8	Ndufa9	Ndufab1	Ndufaf2	Ndufaf3	Ndufaf8	Ndufb10	Ndufb11	Ndufb2	Ndufb3	Ndufb4	Ndufb5	Ndufb6	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufc2	Ndufs2	Ndufs3	Ndufs4	Ndufs6	Ndufs7	Ndufs8	Ndufv1	Ndufv2	Nedd8	Nenf	Nfkbia	Nfkbib	Nipsnap2	Nipsnap3b	Nme2	Nme3	Nol7	Nop10	Nop53	Noxo1	Npc2	Npm1	Nqo1	Nsa2	Nt5c	Nubp1	Nudc	Nudt14	Nudt19	Nudt22	Oaz1	Ociad1	Ociad2	Ormdl2	Osr2	Ost4	Ostc	Ostf1	Otub1	Pa2g4	Pafah1b3	Paip2	Pals2	Pam16	Paqr5	Park7	Parl	Pcbd2	Pcbp2	Pdap1	Pdcd5	Pdcd6	Pdcl3	Pebp1	Pex11g	Pex16	Pfdn1	Pfdn2	Pfdn5	Pfdn6	Pfn1	Pgam1	Pgd	Pgk1	Pgls	Pglyrp1	Pgp	Phb	Phb2	Phf5a	Pibf1	Pigbos1	Pigp	Pigr	Pigx	Pin1	Pkig	Pla2g10	Plac8	Plekhj1	Plgrkt	Pllp	Plpp2	Pmm1	Pmvk	Pnkd	Pnp	Pnp2	Pold4	Polr1c	Polr1d	Polr2c	Polr2e	Polr2f	Polr2i	Polr2j	Polr2k	Polr2l	Pomp	Ppa1	Ppa2	Ppcs	Ppdpf	Ppfia3	Ppia	Ppib	Ppp1ca	Ppp1r11	Ppp4c	Prap1	Prdx1	Prdx2	Prdx3	Prdx5	Prelid1	Prelid2	Prelid3b	Prnp	Prr13	Prrg2	Prxl2b	Psap	Psenen	Psma1	Psma2	Psma3	Psma4	Psma5	Psma6	Psma7	Psmb1	Psmb10	Psmb2	Psmb3	Psmb4	Psmb5	Psmb6	Psmb7	Psmc2	Psmc3	Psmc4	Psmc5	Psmd13	Psmd4	Psmd7	Psmd8	Psme1	Psme2	Ptges3	Ptma	Ptms	Ptp4a2	Ptpmt1	Pts	Pttg1	Pycard	Pycrl	Qdpr	R3hdm4	Rab11a	Rab24	Rab25	Rab4a	Rab4b	Rab5c	Rab5if	Rab8a	Rabac1	Rac1	Rack1	Rala	Raly	Ramac	Ran	Rbis	Rbm25	Rbm3	Rbm42	Rbm8a	Rbx1	Rchy1	Reep5	Reg4	Rer1	Rex1bd	Rfc2	Rheb	Rhoc	Rnase4	Rnaseh2c	Rnasek	Rnaset2b	Rnf181	Rnf186	Rnf225	Rnf5	Rnf7	Rnh1	Romo1	Rp9	Rpl10	Rpl10a	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl15	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl22l1	Rpl23	Rpl23a	Rpl24	Rpl27	Rpl27a	Rpl28	Rpl29	Rpl3	Rpl31	Rpl31-ps12	Rpl32	Rpl35	Rpl35a	Rpl36	Rpl36a	Rpl36al	Rpl37a	Rpl4	Rpl41	Rpl5	Rpl6	Rpl7	Rpl7a	Rpl8	Rpl9	Rplp0	Rplp1	Rplp2	Rpp21	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps15a	Rps15a-ps4	Rps15a-ps6	Rps16	Rps17	Rps18	Rps19	Rps19bp1	Rps2	Rps20	Rps23	Rps24	Rps25	Rps26	Rps27	Rps27a	Rps27l	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps8	Rps9	Rpsa	Rrp1	Rtn4	Rtraf	Rwdd1	S100a1	S100a11	S100a16	Samm50	Sar1b	Sarnp	Sat1	Saysd1	Scand1	Scp2	Sdc4	Sdcbp2	Sdf2l1	Sdf4	Sdhaf4	Sdhb	Sdhc	Sdhd	Sec11a	Sec11c	Sec13	Sec61b	Sec61g	Sec62	Selenok	Selenom	Selenos	Selenow	Sem1	Serbp1	Serf2	Serhl	Serpinb1a	Set	Sf3b5	Sf3b6	Sfn	Sft2d1	Sh3bgrl3	Shisa5	Sin3b	Slc22a18	Slc25a11	Slc25a3	Slc25a39	Slc25a5	Slc39a5	Slc51a	Slc51b	Slirp	Slx1b	Smagp	Smdt1	Smim14	Smim20	Smim22	Smim24	Smim7	Snapc5	Snrnp70	Snrpa	Snrpb	Snrpc	Snrpd2	Snrpd3	Snrpe	Snrpf	Snrpg	Snu13	Snx3	Socs2	Sod1	Sod2	Spag7	Spcs1	Spcs2	Spink4	Spint2	Spr	Sptssa	Sptssb	Sqor	Sra1	Srek1ip1	Sri	Srp14	Srp9	Srsf11	Srsf3	Srsf5	Srsf7	Ssna1	Ssr1	Ssr2	Ssr4	Ssu72	Stap2	Stard3nl	Stard5	Stk16	Stmp1	Stub1	Stx8	Sub1	Suclg1	Sugt1	Sult1a1	Sult1b1	Sumo1	Sumo2	Sumo3	Supt4a	Surf1	Svbp	Swi5	Sycn	Syf2	Syngr2	Sys1	Szrd1	Taf9	Tagln2	Taldo1	Tax1bp3	Tbca	Tbcb	Tbrg1	Tcea3	Tecr	Tex261	Tex264	Thap4	Thoc7	Timm13	Timm17a	Timm17b	Timm23	Timm44	Timm8b	Tle5	Tm2d1	Tm2d2	Tm4sf20	Tma7	Tmbim4	Tmco1	Tmed10	Tmed3	Tmed4	Tmed9	Tmem11	Tmem126a	Tmem134	Tmem147	Tmem14c	Tmem160	Tmem171	Tmem205	Tmem208	Tmem219	Tmem223	Tmem234	Tmem238	Tmem242	Tmem252	Tmem256	Tmem258	Tmem259	Tmem33	Tmem45b	Tmem50a	Tmem54	Tmem59	Tmem98	Tmsb10	Tmsb4x	Tnfrsf9	Tnni1	Tomm20	Tomm22	Tomm40	Tomm5	Tomm6	Tpd52l2	Tpgs1	Tpi1	Tpt1	Tradd	Trappc1	Trappc2l	Trappc3	Trappc4	Trappc5	Trappc6a	Triap1	Trir	Trpv6	Tsc22d1	Tspan1	Tspan8	Tspo	Tst	Tstd1	Tuba1b	Tuba4a	Tubb4b	Tubb5	Tufm	Tusc2	Twf1	Txn1	Txn2	Txndc17	Txndc9	Txnl4a	U2af1	Uba52	Ubb	Ubb-ps	Ube2a	Ube2i	Ube2k	Ube2l3	Ube2m	Ube2n	Ube2s	Ube2v1	Ubl4a	Ubl7	Ubxn1	Ubxn4	Ucp2	Ufc1	Unc50	Upk1a	Uqcc2	Uqcc3	Uqcr10	Uqcr11	Uqcrc1	Uqcrc2	Uqcrfs1	Uqcrh	Uqcrq	Use1	Vamp8	Vasp	Vdac2	Vdac3	Vps25	Vps28	Vps29	Vsig2	Vti1b	Wbp1	Wbp2	Wdr83os	Wdr89	Ybx1	Yif1a	Yipf1	Yipf3	Ypel3	Ywhae	Ywhah	Ywhaq	Zcrb1	Zfand2b	Zfas1	Zfp706	Zfp781	Zfpl1	Zmat2	Zmat5	Znhit1
TABULA_MURIS_SENIS_LARGE_INTESTINE_INTESTINAL_CRYPT_STEM_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LARGE_INTESTINE_INTESTINAL_CRYPT_STEM_CELL_AGEING	1110004F10Rik	2210016L21Rik	2310011J03Rik	2510002D24Rik	2610528J11Rik	Aamp	Aarsd1	Acot8	Acta1	Adh1	Adrm1	Akr1a1	Akr1c12	Akr7a5	Akt1s1	Aldh1b1	Anp32b	Antkmt	Ap2s1	Apex1	Aqp8	Arhgdia	Arl6ip4	Arpc1b	Arpc3	Arpc4	Ascl2	Asl	Atg101	Atp5g2	Babam1	Bbc3	Bcl7c	Bri3	Bsg	Calm1	Calm2	Capzb	Car1	Ccdc124	Ccnd1	Cd151	Cd248	Cd63	Cd81	Cd9	Cdc123	Cdc37	Cdc42ep5	Cdk4	Cdk5rap3	Cdo1	Cdpf1	Cdx1	Cdx2	Cela1	Cfdp1	Cfl1	Chchd10	Chmp2a	Cirbp	Cldn3	Clic1	Cltb	Clu	Col1a2	Copz1	Cotl1	Cox7a2l	Csnk2b	Ctrl	Ctsh	Ctsz	Cyba	Dcps	Dctn3	Ddrgk1	Dhrs4	Drap1	Dynll2	Ece1	Eef1b2	Eef1d	Eef1g	Efhd2	Efna4	Eif3f	Eif3g	Eif3i	Eif3k	Eif5a	Eif6	Elof1	Emc10	Emc4	Emd	Emg1	Endog	Erh	Esrra	Etfb	Exosc5	Fahd1	Fam104a	Fam241b	Fam3d	Fam98c	Fbl	Fdps	Fermt1	Fgfbp1	Fkbp2	Fkbp8	Foxa3	Frat1	Fth1	Ftl1	Gadd45b	Gadd45gip1	Gale	Gar1	Gatd3a	Gfus	Gipc1	Gjb1	Gm6402	Gm9320	Gnb1	Gpx4	Gsn	Gsta4	Guk1	H1f0	H1f2	H2-D1	H2-K1	H2ac23	H2ax	H2az1	H2az2	H3f3b	Hdgf	Hes1	Hes6	Hmg20b	Hmgb1	Hmgn1	Hmgn2	Hoxb6	Hsd17b10	Hsp90ab1	Ier2	Ier3	Ifitm2	Jund	Kcne3	Kdelr1	Kdm6b	Klf13	Krt18	Krt20	Krt7	Krtcap3	Lamtor1	Lamtor4	Laptm4a	Lsm2	Lsm4	Lsr	Ly6e	Lypd3	Lypla2	Mal	Manbal	Manf	Map2k2	Mapk13	Marcksl1	Mecr	Mettl26	Mfge8	Mgst1	Mospd3	Mri1	Mrpl28	Mrpl38	Mrpl58	Mrps12	Mrps18a	Mrps24	Mrto4	Mtarc2	Naa10	Nabp2	Naxd	Ndufb7	Nfic	Nfkbib	Ninj1	Nme1	Nme2	Nop56	Noxo1	Npm1	Npm3	Nt5c	Nt5c3b	Nubp1	Nudt22	Oaz1	Osgep	Osr2	Ostc	Pafah1b3	Park7	Pcsk6	Pebp1	Pex11g	Pfdn6	Pfn1	Pgd	Pglyrp1	Pgp	Phb2	Pibf1	Pin1	Pkig	Pkm	Pla2g12a	Pllp	Pmm1	Pold2	Pold4	Ppib	Ppp1r11	Ppp1r1b	Ppp4c	Ppy	Prpf38b	Prr13	Prrg2	Psmb4	Psmc2	Psmc4	Psmd13	Psmd4	Psmg3	Ptgr1	Ptma	Ptms	Ptov1	Ptpn6	Qtrt1	Rack1	Raly	Ranbp1	Rbm25	Rbm3	Rbm42	Retnlb	Rfc2	Rgcc	Rgs1	Rnase4	Rnf186	Rpl10a	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl3	Rpl31-ps12	Rpl4	Rpl6	Rpl7a	Rpl9	Rplp0	Rps10	Rps18	Rps2	Rps20	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps9	Rpsa	Rrp1	Rsrp1	S100a14	S100a16	Scand1	Sdc4	Sdcbp2	Sdf2l1	Sdhc	Sdsl	Selenom	Selenow	Serbp1	Set	Sf3b2	Sf3b4	Sfn	Sfxn1	Sgf29	Skic8	Slc25a3	Slc25a5	Smagp	Smarcb1	Smco4	Smim30	Snrnp70	Snrpa	Snrpc	Socs2	Sox4	Spint2	Spr	Sptssa	Srsf5	Srsf7	Ssbp4	Stk16	Stmn1	Stub1	Sumo1	Sumo3	Swi5	Sycn	Szrd1	Tbcb	Tecr	Tex261	Tff3	Timm44	Tkt	Tle5	Tmed3	Tmed4	Tmed9	Tmem14c	Tmem160	Tmem234	Tmem254	Tmem9	Tmem97	Tmsb10	Tomm40	Tomm6	Trappc3	Trappc6a	Trappc6b	Trf	Trp53	Tsen34	Tssc4	Tst	Tubb5	Twf1	Txn2	U2af1	Ubb	Ube2e1	Ube2k	Ubl7	Uchl5	Vps72	Vsig2	Wbp2	Wdr18	Wdr89	Ybx1	Ywhae	Zfpl1	Zmat5	Znhit1
TABULA_MURIS_SENIS_LARGE_INTESTINE_LARGE_INTESTINE_GOBLET_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LARGE_INTESTINE_LARGE_INTESTINE_GOBLET_CELL_AGEING	1810065E05Rik	2310011J03Rik	2310039H08Rik	2510002D24Rik	2610528J11Rik	3110040N11Rik	Aamp	Aarsd1	Abhd11	Abhd17a	Acot13	Acot7	Acot8	Acp1	Acp5	Acta1	Adrm1	Aga	Agr2	Akr1a1	Akr7a5	Akt1s1	Alad	Aldh2	Alg5	Anapc11	Anapc16	Ang	Angptl4	Antkmt	Ap1s1	Ap2s1	Aqp1	Arf1	Arf5	Arfip2	Arhgdia	Arpc1b	Arpc3	Arpc4	Arpp19	Arrdc1	Atf4	Atg101	Atg3	Atox1	Atp2c2	Atp5c1	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5l	Atp5o	Atp5pb	Atp6v0b	Atp6v1f	Atp6v1g1	Atpif1	Atraid	Aup1	Aurkaip1	B2m	B3gat3	BC004004	BC031181	Babam1	Bad	Bag1	Banf1	Bbln	Bcat2	Bccip	Bcl7c	Bet1l	Bloc1s1	Bola1	Bri3	Brk1	Bscl2	Bsg	Btf3	Calm1	Calm2	Calm3	Calr	Capzb	Car1	Car2	Carhsp1	Cbfa2t3	Ccdc107	Ccdc124	Ccnd1	Ccnd2	Ccs	Cd151	Cd63	Cd81	Cd82	Cd9	Cdc123	Cdc37	Cdc42ep5	Cdk2ap2	Cdo1	Cdpf1	Cdx1	Ceacam10	Cela1	Cenpx	Cfl1	Cgref1	Chchd10	Chchd2	Chd4	Chmp2a	Chmp4b	Ciao2a	Cib1	Cirbp	Cisd1	Cisd3	Cldn14	Cldn3	Clic1	Clic4	Clps	Cltb	Cmtm8	Cnpy2	Coa3	Commd4	Commd6	Commd9	Cope	Cops5	Copz1	Coq9	Cotl1	Cox14	Cox4i1	Cox5a	Cox6a1	Cox6b1	Cox7a2l	Cox8a	Cracr2b	Creb3	Creb3l1	Creld2	Crip1	Cryl1	Csnk2b	Cst3	Ctnnbip1	Ctsb	Ctsh	Ctsz	Cuedc2	Cuta	Cyb5a	Cyb5r3	Cyba	Cycs	Cyp2c55	Dad1	Dap	Dbi	Dctn3	Dcxr	Ddrgk1	Ddt	Ddx39b	Degs2	Dhrs4	Dhrs7	Dmac1	Dnajc3	Dnlz	Dpm2	Dpm3	Drap1	Dtymk	Dusp1	Dynll2	Dynlrb1	Ebp	Ech1	Echs1	Edf1	Eef1d	Eef1g	Ehd4	Eif2b2	Eif3f	Eif3g	Eif3h	Eif3i	Eif3k	Eif5a	Eif6	Elob	Elof1	Elovl1	Emc10	Emc4	Emc7	Emg1	Endog	Eny2	Erh	Erp29	Etfb	Ethe1	Exosc5	Exosc7	F11r	Faap20	Fabp2	Fam104a	Fam32a	Fam3b	Fam3d	Fam98c	Fbl	Fbp2	Fdft1	Fdps	Fermt1	Ffar2	Fis1	Fkbp11	Fkbp2	Fkbp8	Foxp4	Fth1	Ftl1	Fuca1	Fuom	Fxyd3	Gabarap	Gabarapl2	Gadd45b	Gadd45g	Gadd45gip1	Gale	Gapdh	Gatd3a	Gcg	Gfus	Gipc1	Gipc2	Gjb1	Gm1123	Gm14207	Gm6402	Gmds	Gmppb	Gnb1	Gnb2	Gng11	Gpx1	Gpx2	Gpx4	Grcc10	Grpel1	Gstm1	Gstm2	Gstm5	Gsto1	Gstp1	Gstp2	Gstt2	Gtf2a2	Guca2b	Guk1	H13	H1f0	H1f2	H2-D1	H2-K1	H2-T23	H2aj	H2az2	H3f3b	Hacd2	Hagh	Hes6	Higd2a	Hilpda	Hint1	Hint2	Hmg20b	Hmgcl	Hoxaas3	Hoxb13	Hsbp1	Hsd17b10	Hsd17b8	Hsp90ab1	Htatip2	Hypk	Idh2	Ier2	Ier3	Ifi27	Ifi27l2b	Ifi30	Ifitm2	Ift20	Iigp1	Inafm1	Irf8	Iscu	Isg20	Itm2c	Itpa	Jagn1	Jtb	Jund	Kbtbd8	Kcne3	Kdelr1	Klf5	Klk1	Krt19	Krtcap2	Krtcap3	Lage3	Lamtor1	Lamtor2	Lamtor4	Lamtor5	Laptm4a	Ldha	Lgals9	Lman2	Lrrc26	Lsm2	Lsm4	Ly6e	Lypla2	Mag	Manbal	Manf	Map1lc3a	Map1lc3b	Map2k2	Mcrip2	Mdh1	Mdh2	Mea1	Mecr	Mettl26	Mettl7b	Mgst2	Mgst3	Micos10	Micos13	Mien1	Mif	Mkrn2os	Mlf2	Mob2	Mospd3	Mpc1	Mpc2	Mpdu1	Mpi	Mptx1	Mpv17l2	Mri1	Mrpl12	Mrpl14	Mrpl17	Mrpl2	Mrpl20	Mrpl21	Mrpl23	Mrpl28	Mrpl30	Mrpl43	Mrpl51	Mrpl57	Mrpl58	Mrps10	Mrps11	Mrps12	Mrps16	Mrps18a	Mrps24	Mrps28	Mrps34	Mtch2	Mvb12a	Mydgf	Myl6	Naa10	Naa38	Nabp2	Nans	Naxd	Naxe	Ndufa10	Ndufa11	Ndufa12	Ndufa13	Ndufa2	Ndufa7	Ndufa8	Ndufb10	Ndufb11	Ndufb6	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufs2	Ndufs3	Ndufs4	Ndufs6	Ndufs7	Ndufs8	Ndufv2	Ndufv3	Nectin2	Nedd8	Nfic	Nfkbia	Nfkbib	Nfu1	Nhp2	Nme1	Nme2	Nop10	Noxo1	Npc2	Npdc1	Ntmt1	Ntpcr	Nudt14	Nudt22	Nupr1	Oaz1	Ociad2	Ormdl2	Ostc	Pafah1b3	Park7	Pcbd1	Pcbd2	Pdcd6	Pdrg1	Pdzd11	Pebp1	Pfdn1	Pfdn2	Pfdn5	Pfdn6	Pfn1	Pgd	Pgls	Pglyrp1	Pgp	Phb2	Phf5a	Phldb3	Phpt1	Pin1	Pkm	Pla2g10	Pla2g2a	Plaat3	Plekhj1	Plet1	Pllp	Plp2	Pmvk	Pold4	Polr1d	Polr2e	Polr2g	Pomp	Pop5	Pou2af1	Ppa1	Ppdpf	Ppib	Ppif	Ppp1ca	Ppp1r11	Ppp1r14d	Ppp1r1b	Ppp1r2	Ppp4c	Ppy	Prdx5	Prelid1	Prelid3b	Prr13	Prrg2	Prss32	Prss8	Prx	Psap	Psenen	Psma2	Psma3	Psma6	Psma7	Psmb1	Psmb2	Psmb3	Psmb4	Psmb5	Psmb6	Psmb7	Psmc2	Psmc3	Psmc4	Psmc5	Psmd13	Psmd4	Psmd7	Psmd8	Ptgr1	Ptma	Ptms	Ptov1	Ptpmt1	Pts	Pycard	Qdpr	Qsox1	Rab25	Rab2a	Rab3d	Rab5c	Rabac1	Rac1	Ramac	Ramp1	Ranbp1	Rasl12	Rbm25	Rbm3	Rbm8a	Rbp4	Reep5	Rer1	Rex1bd	Rhoc	Rnase4	Rnasek	Rnaset2b	Rnf5	Rnf7	Rpl10	Rpl10a	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl24	Rpl27	Rpl27a	Rpl28	Rpl3	Rpl35	Rpl36al	Rpl4	Rpl6	Rpl7a	Rpl8	Rpl9	Rplp0	Rplp1	Rplp2	Rps10	Rps11	Rps13	Rps14	Rps18	Rps2	Rps20	Rps24	Rps27a	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps9	Rpsa	Rrp1	S100a1	S100a11	S100a13	S100a14	S100a16	Samd4b	Sar1b	Scamp3	Scand1	Scgb2b7	Scp2	Sdcbp2	Sdf2l1	Sdf4	Sdhc	Sdhd	Sec11a	Sec11c	Sec13	Sec61b	Sec61g	Selenok	Selenom	Selenos	Selenow	Sem1	Serbp1	Serf2	Serhl	Serinc2	Sf3b2	Sf3b5	Sfn	Sft2d1	Sfxn1	Sh3bgr	Sh3bgrl3	Shisa5	Sil1	Sin3b	Skic8	Slc25a11	Slc25a3	Slc25a5	Slc35b1	Slc50a1	Smagp	Smarcb1	Smco4	Smdt1	Smim14	Smim20	Smim22	Smim30	Smim6	Snrnp70	Snrpa	Snrpb	Snrpc	Snrpd2	Snrpd3	Snw1	Sod2	Spag7	Spcs1	Spint2	Spr	Sri	Srm	Srp9	Srsf5	Srsf7	Ssbp4	Ssna1	Ssr2	Ssr4	Stap2	Stk16	Stub1	Suclg1	Sumo1	Sumo3	Surf1	Swi5	Sycn	Syf2	Syngr2	Syt7	Szrd1	Taf9	Tagln2	Tax1bp1	Tbcb	Tcea3	Tcf7l1	Tcf7l2	Tecr	Ten1	Tex261	Tex264	Timm13	Timm17b	Tle5	Tm2d2	Tm2d3	Tma7	Tmbim4	Tmbim6	Tmed10	Tmed3	Tmed4	Tmed9	Tmem109	Tmem11	Tmem141	Tmem147	Tmem14c	Tmem160	Tmem176a	Tmem176b	Tmem205	Tmem208	Tmem219	Tmem222	Tmem234	Tmem238	Tmem45b	Tmem59	Tmem9	Tmem97	Tmsb10	Tmsb4x	Tomm40	Tomm6	Tpd52l2	Tpgs1	Tpi1	Tpsg1	Tpt1	Trappc1	Trappc2l	Trappc3	Trappc6a	Trappc6b	Trim46	Tsc22d1	Tspan1	Tspo	Tst	Tstd1	Ttr	Tuba4a	Tubb4b	Txn1	Txn2	Txndc12	Txndc17	Txnl4a	U2af1	Ubb	Ubb-ps	Ube2l3	Ube2m	Ube2v1	Ubl7	Ubxn1	Ucp2	Ufc1	Unc50	Upb1	Uqcc3	Uqcr10	Uqcrh	Uqcrq	Urah	Use1	Vamp8	Vdac2	Vkorc1	Vps25	Vps28	Vps72	Vsig2	Wbp1	Wbp2	Wdr18	Wdr83os	Wdr89	Ybx1	Yif1a	Yipf1	Yipf3	Ypel3	Zfand2b	Zfp330	Zfpl1	Zg16	Zmat5	Znhit1
TABULA_MURIS_SENIS_LARGE_INTESTINE_SECRETORY_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LARGE_INTESTINE_SECRETORY_CELL_AGEING	2310011J03Rik	2410002F23Rik	2610528J11Rik	4933434E20Rik	AW209491	Aamp	Abcb8	Abcf2	Abhd17a	Abhd8	Abi1	Acat2	Acot8	Actl6a	Actr1b	Actr2	Adrm1	Aga	Agpat1	Ahcy	Aifm1	Akap8	Akr1e1	Akt1	Akt1s1	Alas1	Aldh1b1	Aldh3b2	Aldh9a1	Anapc11	Anapc5	Ap1ar	Ap2s1	Apobec3	Aqp1	Arf1	Arf5	Arfgap2	Arfgef3	Arfip2	Arhgdia	Arid4b	Arl1	Arl2bp	Arl8a	Armc5	Arpc1b	Arpc4	Atad3a	Atf6b	Atg4b	Atp5a1	Atp5g2	Atp6v0c	B3gat3	B4galnt1	BC005537	BC005624	Babam1	Bag3	Baiap2l2	Bbc3	Bcar1	Bcl2l1	Bdh1	Blcap	Bop1	Brd7	Bri3	Brix1	Bsg	Bsn	Btbd2	Btbd6	Bub3	Bzw2	C2cd4a	C2cd4b	Calm3	Cant1	Capzb	Cbs	Cbx1	Cbx5	Ccar1	Ccdc6	Ccnd1	Ccnd3	Cct5	Cct6a	Cct7	Cct8	Cd151	Cd81	Cd82	Cdc123	Cdc37	Cdca7	Cdk4	Cdk5rap3	Cdk9	Cdv3	Cdx1	Cdx2	Ceacam10	Cfb	Cfdp1	Cfl1	Cgn	Chchd3	Chd7	Chmp1a	Chtop	Cideb	Cirbp	Clcc1	Cldn14	Cldn25	Clic1	Clic4	Cln6	Cltb	Cnbp	Cndp2	Cnnm4	Cnot8	Cnot9	Cnp	Cnppd1	Cnpy3	Coasy	Colgalt1	Commd10	Cops7a	Copz1	Cotl1	Cpped1	Cpsf6	Cracr2b	Crnkl1	Csf2ra	Csnk1g2	Csnk2a1	Csrnp1	Ctbp1	Ctbp2	Ctnnbip1	Ctsb	Ctsh	Cux1	D630039A03Rik	Dapk3	Dbnl	Dcakd	Dcps	Dda1	Ddhd2	Ddrgk1	Ddx39a	Ddx56	Dedd	Dek	Dhrs4	Dlgap4	Dlst	Dnaja1	Dnajb1	Dnajb9	Dnajc7	Dpf2	Dpysl2	Drap1	Dtymk	Dus1l	Dusp1	Dusp3	Dusp5	Dusp6	Dvl3	Dxo	Dynll2	E2f4	Ece1	Ecsit	Edem2	Eef1a1	Eef1g	Efcab14	Efhd2	Egln2	Egr2	Ehbp1l1	Ehd1	Ehd4	Ei24	Eif1a	Eif2a	Eif2b4	Eif2s1	Eif3d	Eif3e	Eif3f	Eif4g1	Eif4h	Eif5a	Elavl1	Elof1	Emc10	Emd	Eml2	Endog	Engase	Ep400	Eri3	Esrra	Etfa	Ewsr1	Exoc7	Exosc5	F11r	F8a	Fam110a	Fam241b	Fam3a	Fam83g	Farsb	Fbl	Fbxw2	Fbxw5	Fbxw8	Fen1	Fkbp4	Fkbp8	Foxa2	Foxa3	Foxp1	Frat1	Ftsj1	Fundc1	Furin	Fus	Fut2	G3bp1	Gabarapl1	Gadd45b	Gadd45g	Gadd45gip1	Gar1	Gars	Gatd3a	Gclm	Get3	Gga1	Ggt6	Gipc1	Gjb1	Gmppb	Gna11	Gnaq	Gnb1	Gnptg	Golt1b	Got2	Gpd1	Gpr180	Gpsm1	Grb2	Grk6	Gsn	Gspt1	Gtf2f1	H1f0	H2ax	H3f3b	Hdgf	Hdhd2	Hes1	Hgs	Hid1	Hipk1	Hmg20b	Hnrnpa0	Hnrnpa3	Hnrnpd	Hnrnpf	Hnrnph3	Hnrnpk	Hoxa11os	Hsf1	Hspa14	Hspa1a	Hspa2	Hspa8	Htra2	Ica1	Idh3a	Ier2	Ifitm2	Inafm1	Inafm2	Inava	Incenp	Ino80e	Inpp4a	Ints15	Irf2bp2	Irf8	Itm2c	Itpk1	Ivd	Jpt2	Junb	Jund	Kansl2	Kars	Kctd5	Kdelr1	Kdm6b	Keap1	Klf13	Klf16	Klf5	Klhl22	Kmt5c	Krt19	Krt83	Lap3	Laptm4a	Larp4b	Ldlr	Letm1	Lias	Liph	Lmf2	Lmnb1	Lrrc8a	Lsm2	Ltbr	Lurap1l	Lypla2	Lzts2	Macrod1	Mad1l1	Maea	Manbal	Map1lc3a	Map2k2	Marcks	Mark2	Max	Maz	Mbd2	Mboat7	Mcat	Mcm5	Mcm6	Mcm7	Mcu	Med25	Memo1	Mettl7a1	Mfsd13a	Mgat1	Mid1ip1	Mlf2	Mllt6	Mmp14	Mospd3	Mpdu1	Mpi	Mpst	Mrpl38	Mrtfb	Msi2	Mtfr1	Mvp	Mxd1	Myc	Mzt1	Naa10	Naa50	Naa80	Nabp2	Nagk	Nap1l4	Nav2	Ncln	Ncstn	Nectin2	Nfia	Nfic	Nfkbiz	Nherf1	Nim1k	Nkiras2	Noc4l	Nono	Npm1	Nr1h2	Nr2f6	Nras	Nsd3	Nt5c3b	Nubp2	Nucb2	Nucks1	Nudcd2	Nudt22	Nudt3	Nup62	Oaz1	Oaz2	Orai1	Ormdl3	Pa2g4	Paip1	Pak1	Pak4	Papss1	Pcnp	Pdk2	Pdp2	Pebp1	Pes1	Pex14	Pfkl	Pfn1	Pgd	Pgk1	Phb	Phb2	Pheta1	Phf23	Pick1	Pip4p1	Pisd	Pkm	Pkp2	Pla2g2f	Plk1	Plpbp	Pnkp	Pnpla2	Pnrc2	Poc1a	Pold2	Pold4	Polr3d	Polr3e	Polr3gl	Ppcs	Ppif	Ppil1	Ppm1g	Ppp1r16a	Ppp1r1b	Ppp1r2	Ppp1r35	Ppp1r8	Ppp2r5c	Ppp4c	Ppp5c	Pqlc3	Preb	Prelid3b	Prkab1	Prnp	Prpf19	Prr13	Prr5	Prrg2	Psap	Psmc2	Psmc3	Psmc4	Psmc6	Psmd12	Psmd13	Psmd2	Psmd3	Psmd4	Ptbp1	Ptma	Ptms	Ptov1	Ptp4a2	Ptpa	Ptpn1	Ptpn18	Ptpro	Puf60	Pycr2	Qars	Qdpr	Qsox1	R3hdm4	Rab11b	Rab1b	Rab3d	Rab5c	Rab7	Rabl6	Rad23a	Rad23b	Raly	Rap1a	Rars	Rbm25	Rbm26	Rbm3	Rbm38	Rbm42	Rcc1	Rcc2	Rdh13	Reg4	Rfc2	Rgmb	Rhoa	Rhoc	Rita1	Rmdn3	Rnaset2b	Rnf10	Rnf126	Rnf149	Rnf166	Rnf187	Rnf215	Rnf220	Rnf44	Rnpep	Rpl13a	Rpl3	Rpl4	Rpl7l1	Rrad	Rrm1	Rrp1	Rrp7a	Rsrp1	Rtcb	Rtkn	Rtn3	Rusc1	Ruvbl2	S100a14	Sap18	Scamp3	Scn1b	Sdc1	Sdf2l1	Sdhc	Serbp1	Set	Sf1	Sf3b2	Sf3b4	Sfn	Sfxn1	Sfxn5	Sgta	Sh2b1	Sh3gl1	Shisa5	Sil1	Slbp	Slc1a5	Slc25a10	Slc25a3	Slc29a1	Slc30a6	Slc35a2	Slc48a1	Slc9a1	Smad1	Smarcb1	Smarce1	Smco4	Smpd1	Snap23	Snrk	Snrnp70	Snrpa	Snrpc	Snx1	Snx15	Snx17	Sox9	Spacdr	Sphk2	Spop	Spr	Spsb3	Sptssa	Srf	Srm	Srprb	Srrt	Srsf5	Srsf7	Ssbp4	Ssh3	Ssr1	Ssr3	St3gal4	St6galnac4	Stap2	Steap3	Stip1	Stk16	Stub1	Sugp1	Sumo3	Surf6	Swi5	Sycn	Sypl	Syt7	Szrd1	Tagap1	Tbc1d17	Tcea3	Tcerg1	Tcf4	Tcf7l1	Tcf7l2	Tex261	Tfg	Tinagl1	Tkt	Tlcd3a	Tle5	Tmbim6	Tmed4	Tmed5	Tmed9	Tmem109	Tmem161a	Tmem234	Tmem250-ps	Tmem263	Tmem39a	Tmem9	Tmsb10	Tmub1	Tmub2	Tnfrsf1a	Tnk1	Tnk2	Tomm40	Tomm70a	Tor3a	Tox	Tpd52	Tpm3	Tra2a	Trabd	Traf3ip2	Traf4	Trf	Trim46	Trmt2a	Trp53	Tsc22d1	Tssc4	Ttc38	Twf1	Txn2	Txndc12	Txnl4b	Tysnd1	Ubald1	Ubb-ps	Ube2e1	Ube2l3	Ube2m	Ube2v1	Ubl7	Uchl5	Ung	Upb1	Usf1	Ush1c	Usp2	Usp22	Vamp2	Vamp3	Vasp	Vmac	Vps37b	Vps37c	Vps72	Vsig2	Wbp11	Wbp2	Wdr18	Wdr46	Xpnpep1	Xrn2	Yars	Ybx1	Ybx3	Ywhae	Ywhaz	Yy1	Zfhx3	Zfp219	Zfp36	Zfp414	Zfp622	Zfp710	Zfp787	Zfpl1	Zpr1
TABULA_MURIS_SENIS_LIMB_MUSCLE_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_B_CELL_AGEING	1810037I17Rik	A530032D15Rik	AW112010	Adgre5	Ahnak	Aldoa	Ankrd33b	Anxa5	Arf4	Arpc3	Atf4	Atp2b1	Atp5d	Atp5md	Atp5mpl	B2m	BC031181	Baz1a	Bcl2a1b	Bcl2a1d	Bsg	C130026I21Rik	Cacna1s	Calm1	Ccnl1	Cd44	Cd81	Cd86	Cd9	Cdk2ap2	Cdkn1a	Clic4	Cox6c	Crem	Crip1	Cst3	Cyba	Cybb	Cycs	Cyp4f18	Dad1	Dcn	Ddx24	Ddx5	Ddx6	Derl1	Dnaja1	Dnajb6	Dnajc3	Dnajc7	Dpm3	Dynll1	Edem1	Eef1d	Eif1	Eif5b	Ell2	Elob	Eloc	Emd	Emp3	Ergic3	Erp44	Ezr	Fgl2	Fkbp2	Fos	Fosb	Fth1	Fxyd5	G3bp2	Gadd45b	Gapdh	Ghitm	Gnl3	Got1	Gpx4	Gstp1	H13	H2-D1	H2-Eb1	H2-K1	H2-Q4	H2-T23	H2az1	Hnrnpu	Hsp90b1	Hspa4	Hspa5	Id2	Iqgap1	Irf1	Itgb7	Itm2b	Itm2c	Jchain	Jund	Kdm6b	Klf10	Kmt2e	Kras	Ldha	Lgals1	Lgals3	Litaf	Lmbrd1	Lmna	Lmnb1	Ly6a	Malat1	Man1a	Manf	Map1lc3a	Mpc2	Mtdh	Mzb1	Napsa	Ndfip1	Ndufa1	Ndufa4	Ndufb11	Ndufv3	Nfil3	Nop56	Nop58	Oaz1	Odc1	Pdia3	Pdia6	Pfdn2	Pfdn5	Pim1	Plac8	Pld4	Plek	Pnrc1	Ppp1r2	Prdx1	Prdx2	Prdx6	Prpf4b	Prr13	Prrc2c	Psap	Psmb8	Psmb9	Psme2	Ptges3	Ptprc	Pttg1	Rab2a	Rabac1	Rbm25	Rbm39	Rel	Rer1	Rheb	Rrbp1	Rsrp1	Rtn3	S100a11	S100a6	Sar1a	Sat1	Sbds	Sdf2l1	Sec11c	Selenok	Selenos	Sertad1	Sfr1	Sh3glb1	Skil	Slbp	Slc25a3	Slc3a2	Smarca5	Sod1	Sp140	Spcs2	Srgn	Srrm2	Srsf11	Srsf7	Stat3	Strap	Sub1	Tagln2	Tbcb	Tcf4	Tmbim6	Tmed10	Tmem160	Tmem258	Tomm7	Tpm4	Traf1	Tspo	Tuba1a	Tuba1b	Tuba1c	Tuba4a	Tubb2a	Tubb4b	Txn1	Txndc5	Txnip	Ubb	Ubc	Ube2j1	Ube2s	Ubxn4	Uqcrb	Vcp	Vim	Vps28	Xbp1	Ywhaz	Zfand6
TABULA_MURIS_SENIS_LIMB_MUSCLE_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_ENDOTHELIAL_CELL_AGEING	AW112010	Abcg2	Actg1	Aldh2	Alpl	Anxa3	Apol10b	App	Arcn1	Arl6ip1	Arpc3	Atf3	Atf4	B2m	Bst2	Calm1	Capg	Car8	Ccnd2	Cct4	Cd274	Cd300lg	Cd36	Cd74	Cd81	Cdc42ep3	Cdkn1a	Chmp2a	Clic5	Crip1	Ctnna1	Cxcl10	Cxcl12	Cxcl9	Cyp4b1	Cytl1	Ddx5	Dnaja1	Egr1	Eif2s2	Emp2	Fmo2	Gbp2	Gbp3	Gbp4	Gbp5	Gbp6	Gbp7	Gm12216	Grina	Gstm1	Gstp1	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2-Q4	H2-T23	Hsp90aa1	Hsp90ab1	Hspa1a	Icam2	Ifi203	Ifi47	Ifit1	Ifit3	Igtp	Iigp1	Il6	Irf1	Irf8	Irgm1	Isg15	Itm2b	Jam2	Jun	Kdr	Kitl	Klf2	Lgals3	Ly6a	Ly6c1	Malat1	Meox2	Mgll	Mndal	Nfe2l2	Nop58	Oat	Palmd	Parp14	Pcp4l1	Pkm	Plaat3	Plac9	Pls3	Plscr1	Plscr2	Ppa1	Prr13	Psmb8	Psmb9	Psme1	Psme2	Pttg1	Rabac1	Rdx	Rnd1	Rps28	Rsad2	S100a6	Slc3a2	Slc6a6	Slfn2	Slfn5	Sncg	Sod1	Srrm2	Srsf7	Stmn2	Tap1	Tap2	Tbrg1	Tgtp2	Timp4	Tm4sf1	Tmod3	Tnfsf9	Tra2b	Tspan13	Tspo	Tuba1b	Tubb4b	Ubc	Vcam1	Vwa1	Xdh	Zfp36
TABULA_MURIS_SENIS_LIMB_MUSCLE_MACROPHAGE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_MACROPHAGE_AGEING	Agpat4	Aldoa	Anxa1	Anxa2	Atp5h	Btf3	Btg1	C3	Ccr2	Cd209a	Cd209d	Cd24a	Cd47	Cd52	Cd74	Cdk2ap2	Cebpz	Cks2	Coro1a	Csf2rb	Ctss	Cyba	Cyrib	Cytip	Eif3e	Eif3f	Eif3h	Eif3k	Emb	Ezr	Fau	Fxyd5	Gda	Gm15421	Gm2a	Got1	Gpi1	Gpr132	Gsr	H13	H2-Aa	H2-Ab1	H2-DMa	H2-DMb1	H2-Eb1	H2az1	Hmgb2	Ifitm6	Ifngr1	Il1b	Itgb2	Itgb7	Lgals3	Lmnb1	Lmo4	Mgst1	Mpeg1	Msrb1	Myo1g	Napsa	Ndufa6	Ndufb7	Nfil3	Nop53	Pfdn5	Pgk1	Pkm	Plac8	Plbd1	Plp2	Prdx5	Psap	Psmb1	Psmb3	Psmb8	Ptprc	Rab11fip1	Rab5if	Ramp3	Rbm3	Retnla	Rgs2	Rpl3	Rpl31-ps12	Rpl35	Rpl38	Rpl39	Rpl4	Rpl6	Rps15a	Rps15a-ps4	Rps15a-ps6	Rps18	Rps19	Rps27a	Rps28	Rps6	Rps9	Rpsa	S100a11	S100a6	Samsn1	Sec11c	Sem1	Smpdl3a	Snx20	Sp140	Srrm1	Sub1	Supt4a	Syngr2	Taldo1	Tax1bp1	Tkt	Tmsb10	Tnfaip6	Tnip3	Tspan13	Tuba4a	Uba52	Vasp
TABULA_MURIS_SENIS_LIMB_MUSCLE_MESENCHYMAL_STEM_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_MESENCHYMAL_STEM_CELL_AGEING	AW112010	Abca8a	Adamts5	Aldh2	Aldoa	Anxa1	Anxa3	Anxa5	Apod	Apoe	Arpc3	Aspn	B2m	Bcl3	C1ra	C1s1	C3	C4b	Camk2n1	Capg	Casp4	Ccl11	Ccl19	Ccnl1	Cd302	Cd47	Cd74	Cd9	Cdkn1a	Cebpb	Cebpd	Ces1d	Cfb	Cfh	Chd4	Cilp	Clec3b	Clu	Cpq	Crispld2	Cst3	Cxcl1	Cxcl12	Cxcl2	Cyb5a	Cyba	Cygb	Dcn	Ddx5	Dpep1	Ecm1	Efemp1	Egr1	Eif4a1	Enpp2	Fbln2	Fos	Fosl2	Fth1	Ftl1	G530011O06Rik	Gadd45a	Gadd45b	Gadd45g	Gem	Gfpt2	Gja1	Gpm6b	Gpnmb	Gpx3	Gsn	Gstm1	Gstp1	Gstt1	H2-D1	H2-K1	H2-Q4	Has1	Hk2	Hnrnpa2b1	Hsd11b1	Hsp90aa1	Hsp90ab1	Hspa1a	Hspa5	Hspa8	Hspb1	Icam1	Id3	Ier3	Ifi203	Ifi204	Ifi205	Ifi207	Ifi211	Ifit1	Ifitm3	Iigp1	Il33	Il6	Inmt	Irf1	Irgm1	Isg15	Itm2b	Junb	Kdm6b	Klf2	Lgals3	Lrrn4cl	Lum	Ly6a	Ly6c1	Malat1	Mgst1	Ms4a4d	Mt1	Mt2	Myc	Myoc	Ndrg1	Nfe2l2	Nfil3	Nfkbia	Nfkbiz	Nmb	Nop58	Nr4a1	Ogn	Osmr	Pdpn	Pla1a	Plac9	Plat	Plau	Plpp3	Plscr1	Pltp	Procr	Prr13	Psap	Psmb8	Ptgs2	Ptx3	Rarres2	Rps27	Rrad	Rtp4	S100a13	S100a4	S100a6	Sbds	Sbno2	Serpinb6a	Serpine2	Serping1	Sgce	Slc10a6	Smoc2	Socs3	Sod2	Sparcl1	Sqstm1	Srrm2	Tac1	Thbd	Thbs1	Tiparp	Tmem176b	Tnfaip2	Tnfaip6	Tnfsf9	Tpm3	Trf	Tspo	Tuba4a	Txnrd1	Uap1	Ubc	Zfp36	Zfp36l1
TABULA_MURIS_SENIS_LIMB_MUSCLE_SCHWANN_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_SCHWANN_CELL_AGEING	Apod	B2m	Hp1bp3	Mdh1	Oat	Plac9	Rdx	Scaf11	Srrm2	Tcf25	Tln1
TABULA_MURIS_SENIS_LIMB_MUSCLE_SKELETAL_MUSCLE_SATELLITE_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_SKELETAL_MUSCLE_SATELLITE_CELL_AGEING	Ankrd1	Anxa1	Anxa3	Apoe	Arpc3	Atf4	B2m	Bsg	Calm1	Capg	Casp4	Ccl11	Ccl19	Ccl2	Ccl7	Ccnl1	Cd63	Cdk2ap2	Cdkn1a	Cebpd	Cfl1	Chmp2a	Cltb	Crip2	Crlf1	Cst3	Ctsl	Cxcl1	Cyb5a	Dad1	Dcn	Eef1d	Eif1	Eif3k	Eif5a	Emd	Fos	Fosl2	Fth1	Ftl1	Gabarap	Gadd45a	Gadd45b	Gadd45g	Gja1	Gpx3	Gpx4	Gstm1	Gstm2	Gstp1	H2-D1	H2-K1	H2-Q4	Hint1	Hspb1	Id3	Ier3	Ifi27	Ifitm2	Ifitm3	Isg20	Junb	Jund	Kdm6b	Klf2	Malat1	Map1b	Map1lc3a	Ms4a4d	Mt1	Mt2	Ndrg1	Nfkbia	Nfkbib	Nop53	Nop58	Pfdn5	Plac9	Plekhf1	Pnp	Pold4	Ptma	Pttg1	Rabac1	Rarres2	Rhoc	Rhoh	Rnase4	Rpl13	Rpl13a	Rpl14	Rpl31-ps12	Rpl6	Rps27	S100a6	Sbsn	Serpinf1	Sertad1	Skil	Slc10a6	Slc25a3	Smim3	Srgn	Swi5	Tagln2	Tmem176a	Tmem176b	Tnfaip6	Tpm3	Tspo	Tuba4a	Ubb	Ubb-ps	Use1	Zfp36	Zfp36l1
TABULA_MURIS_SENIS_LIMB_MUSCLE_SMOOTH_MUSCLE_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_SMOOTH_MUSCLE_CELL_AGEING	Acta1	Adamts4	Aldh2	Aldoa	Anxa3	Anxa5	Asap2	B2m	B3gnt2	Cald1	Capg	Casp4	Ccl19	Cdc42	Cfh	Cog7	Cpne2	Cxcl10	Cyp4b1	Ddx5	Dnaaf10	Ech1	Eif2s2	Erdr1x	Filip1l	Gbp5	Gbp7	Gnb4	Gng11	Gpr19	Gpx3	Gstm1	Gstt1	Gucy1a1	Gucy1b1	H2-D1	H2-K1	H2-Q4	Hnrnpk	Hrct1	Ifi203	Ifi207	Ifi211	Ifi47	Ifit1	Ifit3	Igf2	Iigp1	Il6	Inpp4b	Irf1	Irgm1	Isg15	Itgb1	Ldhb	Lgals3	Lmod1	Mnd1	Mndal	Mycbp2	Myo1b	Naf1	Nbeal1	Nfe2l2	Nfkbia	Npy1r	Pcdh19	Pkm	Plac9	Psmb8	Rbbp7	Rbm8a	Rbms1	Rgs16	Rgs5	Rsu1	Rtp4	S100a6	Sbds	Serping1	Sncg	Srrm2	Ssb	Tln1	Trex1	Tspo	Tuba4a	Vat1	Vcam1	Yy1	Zeb2
TABULA_MURIS_SENIS_LIMB_MUSCLE_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_T_CELL_AGEING	1810037I17Rik	AW112010	Acot7	Actg1	Aebp2	Ahnak	Aldoa	Anxa1	Anxa2	Areg	Arf4	Arid4b	Arl4a	Arpc3	Atp2b1	Atp5d	Atp5md	Atp6v0e	Avpi1	B2m	BC031181	Baz1a	Bcl2a1b	Bcl2a1d	Bhlhe40	Brd2	Calm1	Calm2	Calr	Camk2n1	Capg	Ccl5	Ccnl1	Ccr2	Cd164	Cd44	Cd74	Cd82	Cdc42ep3	Cdk11b	Cdk2ap2	Cdkn1a	Cebpb	Cenpa	Cggbp1	Chd2	Ciao2b	Cish	Cldn25	Cmtm7	Crbn	Crem	Crip1	Cst7	Cstb	Ctla2a	Ctla4	Cwc25	Cxcr6	D16Ertd472e	D8Ertd738e	Ddx3x	Ddx5	Dgat1	Dnaja1	Dnajb6	Dusp1	Dynll1	Eif1	Emb	Emd	Eprs	Ezr	F2r	Faim	Fam110a	Fam174a	Fosl2	Fth1	Furin	Gabpb1	Gadd45b	Galnt2	Gch1	Glrx	Gna13	Got1	Gpr132	Gpr183	Gpx4	H2-Ab1	H2-D1	H2-K1	H2az1	H3f3b	Hcst	Herpud1	Hmgb2	Hsp90b1	Hspa5	Hspa8	Icos	Id2	Ier2	Ifngr1	Igsf8	Ikzf3	Il18r1	Il2rb	Iqgap1	Isy1	Itgb1	Itm2b	Junb	Jund	Kctd12	Klf4	Kras	Lgals1	Lgals3	Lmnb1	Lmo4	Lpxn	Ltb4r1	Maf	Manf	Mpc1	Mycbp2	Ncl	Ndfip1	Nfil3	Nfkb2	Nfkbiz	Nop53	Nr3c1	Nr4a2	Odc1	Oga	Orai1	Ormdl3	P2ry10	Pafah1b1	Pdia3	Pfdn5	Pfkp	Pgam1	Pim1	Plac9	Plp2	Pnrc1	Ppm1g	Ppp1cc	Ppp1r11	Prpf4b	Prr13	Prr7	Prrc2c	Ptpn1	Pxdc1	Rab5if	Rab8b	Rabac1	Ramp3	Rassf1	Rbm39	Rell1	Rgs2	Rheb	Rnf125	Rnf7	Rora	Rps27l	Rrad	Rsrp1	S100a10	S100a11	S100a4	S100a6	Samsn1	Sar1a	Sbds	Selenok	Serpinb1a	Sf3b4	Sfpq	Slbp	Slc25a3	Slc3a2	Smarca5	Smco4	Smox	Snhg15	Snhg8	Sod1	Spty2d1	Srgn	Stat3	Stx11	Sub1	Tax1bp1	Tgfb1	Tgif1	Tiparp	Tmbim6	Tmed10	Tmem176a	Tmem176b	Tmem254	Tnfaip3	Tnfrsf1b	Tnfrsf4	Tnfsf8	Tob2	Tpm4	Traf4	Tspan3	Tspo	Tuba4a	Tubb4b	Txndc17	Txnl1	Ubc	Ube2s	Ubl3	Ubl5	Vps37b	Ywhae	Ywhaq	Yy1	Zc3hav1
TABULA_MURIS_SENIS_LIVER_ENDOTHELIAL_CELL_OF_HEPATIC_SINUSOID_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIVER_ENDOTHELIAL_CELL_OF_HEPATIC_SINUSOID_AGEING	1810037I17Rik	2410006H16Rik	AU021092	AW112010	Acta2	Actn4	Actr2	Adgrg1	Aimp1	Akr1a1	Aldh2	Alkbh5	Amotl2	Anp32b	Ap2a2	Ap2b1	Apoc2	Arap3	Arf3	Arhgef12	Arid4a	Atp5g3	Atp5k	Atrx	Axl	B2m	B4galt1	Bcl2a1b	Bgn	Bnip2	Bod1l	Bola2	Brd2	Brd3	Brd9	Bvht	Bzw1	Capg	Car8	Cavin1	Cbfa2t3	Cbx3	Ccl4	Ccl5	Cd74	Cd82	Cd84	Cdc42ep1	Cdc42ep3	Cdkn1c	Cenpb	Ces2g	Cflar	Chd4	Chmp3	Churc1	Clec12a	Clec2d	Clec4n	Cltb	Cmip	Comt	Cox20	Cox7a2l	Crim1	Crip1	Crk	Csde1	Csf1	Csf2ra	Csprs	Ctdsp2	Ctnnb1	Cxcl9	Cyb5r3	Cyp26b1	Dazap2	Ddx18	Ddx6	Dennd5a	Depp1	Dnajc8	Dnase1l3	Dock6	Dse	Dtx3l	Dusp3	Dync1i2	Ece1	Eef1a1	Eef1b2	Eef2	Ehd4	Eif3f	Eif3h	Eif4b	Elf1	Ensa	Epb41l2	Esm1	Fads1	Fam124a	Fam32a	Fau	Fcho2	Flywch1	Frg1	Gabarapl1	Gas5	Gbp4	Gbp7	Gigyf1	Gm15421	Gm6222	Gm6402	Gm6654	Gm7609	Gm9320	Gnb1	Gngt2	Gstm2	Gstp1	H2-Aa	H2-Ab1	H2-DMb1	H2-Eb1	H2-K1	H2-Q4	H2-T23	H2az2	Hamp	Hcls1	Hes1	Hid1	Hipk1	Hmg20b	Hmox1	Hnrnpa0	Hnrnpc	Hnrnpm	Hnrnpul2	Hp1bp3	Hspb1	Hspd1	Id2	Id4	Ier3	Ifit3	Iigp1	Ik	Il1b	Insig1	Iqgap1	Irf1	Irf7	Isg15	Jcad	Junb	Kdm2a	Klf10	Klhl5	Ktn1	Lbh	Ldhb	Lgals1	Lmo4	Lpl	Lpp	Lrp6	Lst1	Luc7l2	Ly6a	Macf1	Mafb	Map4	Mapk3	Mgst1	Mia2	Mier1	Mir703	Mitd1	Mndal	Morf4l1-ps1	Mrps21	Ms4a6c	Msrb3	Mycbp2	Myl12b	Nap1l1	Nceh1	Ncl	Ndufa1	Ndufa5	Ndufa7	Ndufs5-ps	Nedd4	Nfe2l1	Nfia	Nfib	Nfic	Nipsnap2	Nol7	Nop53	Norad	Nr3c1	Nsa2	Nucks1	Nudcd3	Oaz1	Oaz2	Oip5os1	Pabpc1	Pafah1b1	Pard3b	Pbrm1	Pcnp	Pdap1	Pfdn1	Pfdn5	Pgd	Phactr2	Phf20l1	Pin4	Pink1	Pkn2	Plaat3	Plekho2	Pltp	Pnpla8	Prdx5	Prelp	Prpf4b	Prr13	Prrc2b	Prrc2c	Psap	Psmb10	Psmb8	Psmb9	Psme1	Ptma	Ptp4a2	Ptpn12	Ptpn18	Rab13	Rac2	Rack1	Ralbp1	Ralgps2	Rarg	Rassf3	Rbm3	Rbm8a	Rbp1	Rgs2	Rgs3	Rnaset2b	Rock1	Rock2	Rpl10	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl22l1	Rpl23	Rpl23a	Rpl27a	Rpl28	Rpl3	Rpl31	Rpl31-ps12	Rpl32	Rpl32l	Rpl34	Rpl34-ps1	Rpl35	Rpl35a	Rpl36	Rpl36a	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl4	Rpl5	Rpl6	Rpl7	Rpl9	Rplp1	Rplp2	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps15a	Rps15a-ps4	Rps15a-ps6	Rps17	Rps18	Rps19	Rps20	Rps21	Rps23	Rps24	Rps25	Rps27	Rps27a	Rps28	Rps29	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps8	Rps9	Rpsa	Rsad2	Rtf1	Rxra	Ryk	Samhd1	Scn1b	Sdc3	Sec62	Sel1l	Selenow	Serpinb6a	Sertad2	Set	Sfxn1	Sh3bgrl	Sh3bp5	Sh3tc1	Slc40a1	Slfn5	Slpi	Slu7	Slx1b	Smad6	Smim11	Smim27	Smpdl3a	Snhg8	Snrnp27	Snrnp70	Sod1	Sox18	Sp100	Spi1	Spop	Sptan1	Sptbn1	Sqstm1	Stat1	Sumo3	Swi5	Tacc1	Taldo1	Tardbp	Tcf25	Tcf7l2	Timp3	Tmem140	Tmem176a	Tmem176b	Tmem250-ps	Tmsb10	Tmsb4x	Tnfaip2	Tnfrsf1b	Tor1aip1	Tpd52	Tpr	Tpt1	Trim12c	Tsn	Tspo	Tut4	Txnip	Ubb-ps	Ubl3	Use1	Vat1	Vcam1	Wbp2	Wbp4	Wdr89	Wipf1	Wnk1	Xpc	Ywhaz	Zbp1	Zbtb4	Zeb1	Zeb2	Zfas1	Zfp36l1	Zfp36l2	Zfp503	Znfx1
TABULA_MURIS_SENIS_LIVER_HEPATOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIVER_HEPATOCYTE_AGEING	A1bg	Acaa1b	Acads	Actb	Actg1	Adh5	Afmid	Agmat	Agxt	Ahcy	Aldh1b1	Aldh1l1	Aldh2	Aldh4a1	Aldh7a1	Ambp	Amdhd1	Anp32a	Apoa1	Apoa5	Apol9a	Apol9b	Apon	Aqp8	Asl	Ass1	Bhlhe40	Bhmt	C4b	Car3	Cbs	Cd36	Cdo1	Cebpa	Cfl1	Clec2d	Clu	Col18a1	Coq8a	Cth	Ctsb	Cyb5r3	Cyp26a1	Cyp3a44	Dcxr	Efna1	Etfb	F10	Fads2	Fah	Fdps	Fkbp8	Fpgs	Ftcd	Gamt	Gapdh	Gas6	Gcdh	Gjb1	Gls2	Gnmt	Got1	Got2	Gpt	Grn	Gstt3	H2-D1	H2-K1	H2-Q10	H3f3b	Haao	Hamp	Hamp2	Hebp1	Hgfac	Hpd	Id2	Id3	Ifi27	Igfbp4	Jun	Jund	Krt18	Krt8	Ldha	Lrg1	Ly6e	Macrod1	Mpst	Mup2	Mup20	Ndrg2	Nherf1	Nnmt	Noct	Oat	Oaz1	Paqr9	Pigr	Pltp	Pnrc1	Proc	Prodh2	Psap	Psen2	Ptms	Qdpr	Qsox1	Rdh16f2	Rnf125	Rpl31-ps12	Rps15a-ps4	Rsrp1	Sardh	Scd1	Selenbp1	Serpina3m	Serpinb1a	Serpinf2	Slc25a10	Spr	Srebf1	Sult1a1	Sult2a1	Sult2a2	Sult2a7	Swi5	Tfr2	Tle5	Tmem176a	Tmem176b	Tmem254	Tmsb4x	Ttc36	Ugt3a1	Upb1	Zap70	Zfp395
TABULA_MURIS_SENIS_LIVER_MATURE_NK_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIVER_MATURE_NK_T_CELL_AGEING	Adar	Akr1a1	Ankfy1	Ankrd11	Ap1s1	Apoa1	Arhgap5	Arrb2	Brd3	Brk1	Bsg	Bst2	Carhsp1	Cd68	Cd74	Cdc42se1	Cdc5l	Cdv3	Cep170	Cfl1	Chmp4b	Cited2	Coa3	Coq4	Cst3	Ctsz	Dda1	Derl2	Dnajb9	Dpysl2	Eea1	Eef1b2	Egfl7	Eif1a	Eif3g	Eif4ebp2	Eif4g3	Elmo2	F11r	Fcer1g	Fos	Gabpb1	Glul	Hagh	Hdlbp	Hexb	Hnrnpa0	Hsf1	Isy1	Jtb	Kat6b	Kpna2	Larp1	Lgmn	Lman2l	Lnpep	Ltb	Marcks	Mark3	Mef2a	Mff	Mrpl33	Mrpl41	Msn	Msra	Mtdh	Nabp2	Nars	Ndufs3	Npm3	Nudc	P2ry12	Pak2	Pgp	Plaat3	Plekho1	Plp1	Ppip5k2	Ppp1r11	Psmd8	Ramac	Rbm42	Rnasek	Rpl13a	Rrp1	S1pr4	Saa1	Sec24c	Senp5	Sf1	Shisa5	Smad4	Smarcb1	Smarcc1	Smc4	Sod1	Sp110	Sptlc2	Stat3	Suds3	Swi5	Syf2	Tespa1	Timeless	Tle5	Tmed5	Tmem250-ps	Tmsb10	Tubgcp4	Ubl7	Usp24	Zdhhc20	Zfp706	Zswim1
TABULA_MURIS_SENIS_LIVER_MYELOID_LEUKOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIVER_MYELOID_LEUKOCYTE_AGEING	2410006H16Rik	AW112010	Agpat4	Bhlhe40	Btg1	Ccl4	Ccl5	Ccnl1	Ccrl2	Cd14	Cd207	Cd52	Cd74	Cd83	Cxcl16	Fosl2	H2-Aa	H2-Ab1	H2-Eb1	H2bc4	Id3	Ifi30	Ifitm2	Ifrd1	Il1b	Inmt	Ins2	Junb	Jund	Krt15	Nfe2l2	Nfil3	Nr4a1	Pcolce2	Pde4b	Pim1	Rasgef1b	Rilpl2	Slc16a3	Snx20	Sp140	Tiparp	Zfas1
TABULA_MURIS_SENIS_LIVER_NK_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIVER_NK_CELL_AGEING	1810037I17Rik	2410006H16Rik	Acap1	Acbd6	Actn4	Adipor1	Adss	Ahnak	Akap13	Ankrd12	Anp32b	Anxa2	Arpc4	Atf4	Atp5k	Atxn2l	Batf	Bcl2a1b	Bhlhe40	Bhmt	Brd2	Btg1	Btg2	Cacybp	Camk2n1	Capg	Capza2	Ccdc12	Ccl4	Ccl5	Cct2	Cct7	Cct8	Cd7	Cd72	Cd74	Cd82	Cd8a	Cd8b1	Cdc37	Cdv3	Celf2	Cish	Clk1	Cnbp	Comt	Coro1b	Cox7a2l	Crbn	Cst7	Ctla2a	Ctsd	Ctss	D8Ertd738e	Dazap1	Ddx21	Dek	Dnajb1	Dnajc9	Dock10	Eef1d	Eef2	Eif2s2	Eif3c	Eif3e	Eif3f	Eif3m	Eif4b	Eloc	Emd	Emp3	Erdr1x	Ets1	Fam111a	Fau	Fos	Fyb	Fyn	Gas5	Ghitm	Glipr2	Glrx	Gm12191	Gm15421	Gm6222	Gm6402	Gm6654	Gm9320	Gna13	Gng2	Gpbp1	Gpr132	Grb2	Gzmb	H2-Aa	H2-Ab1	H2-Eb1	H2-Q4	H2-Q7	H2-T23	H2ac23	H2ax	Hamp	Hmgn1	Hnrnpab	Hnrnpdl	Hnrnpm	Hp1bp3	Hsp90aa1	Hsp90ab1	Hspa4	Hspa5	Hspa8	Hspd1	Icam1	Ifi27	Ifrd1	Igbp1	Il21r	Iqgap1	Irf1	Irf2	Itga4	Jchain	Jun	Junb	Khdrbs1	Kif5b	Klf10	Klf2	Klf6	Kmt2e	Laptm5	Lgals1	Lgals3	Limd1	Lime1	Lrrc58	Lrrfip1	Luc7l2	Luc7l3	Ly6a	Metrnl	Mir703	Morf4l1-ps1	Mrpl52	Ms4a6b	Mt1	Naca	Ncl	Ndufs5-ps	Neat1	Neurl3	Nol7	Npm1	Npm3	Npm3-ps1	Nsa2	Nucks1	Oaz1	Odc1	Pafah1b1	Papola	Peli1	Pgk1	Pglyrp1	Pim1	Pkp3	Plekha2	Pmf1	Pold4	Ppp1r15a	Prkca	Prkch	Psma2	Psmb9	Ptbp1	Ptbp3	Ptges3	Ptma-ps2	Ptp4a2	Ptpn22	Ptprc	Rab8b	Rack1	Rap1a	Rbbp7	Rbm3	Rbm39	Rbpj	Rdx	Rgs1	Rgs2	Rnaset2b	Rpl12	Rpl13a	Rpl14	Rpl17	Rpl18a	Rpl22l1	Rpl24	Rpl27a	Rpl3	Rpl30	Rpl31-ps12	Rpl32	Rpl32l	Rpl34	Rpl34-ps1	Rpl36	Rpl37	Rpl38	Rpl39	Rpl6	Rpl7a	Rps12	Rps13	Rps15a	Rps15a-ps4	Rps15a-ps6	Rps18	Rps19	Rps20	Rps21	Rps28	Rps29	Rps5	Rpsa	Rsbn1l	Rsrc2	Runx3	S100a4	S100a6	Samsn1	Saraf	Sat1	Serpina3g	Sh2d1a	Sh3glb1	Sh3kbp1	Slc25a4	Slc38a2	Slc3a2	Slx1b	Smad7	Smarca5	Smc4	Snhg8	Spn	Srrm1	Srsf2	Srsf7	Ssrp1	Stat3	Stmn1	Sugt1	Surf1	Swi5	Taf1d	Tap1	Tap2	Tcf25	Tcp1	Tmem176a	Tmem176b	Tmem254	Tmf1	Tnfaip3	Tox	Tpm3	Tra2b	Trmt112	Tspan13	Tspan15	Txn1	Ubb	Ubb-ps	Ube2i	Uqcrc2	Use1	Vim	Vmp1	Vps37b	Wbp2	Wdr89	Zfas1	Zfp36l1	Zfp622
TABULA_MURIS_SENIS_LUNG_ADVENTITIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_ADVENTITIAL_CELL_AGEING	Acta2	Adrm1	Anp32b	Anxa1	Ap2s1	Apoe	Arhgdia	Arpc1b	Arpc3	Atp5pb	B2m	BC031181	Babam1	Bax	Bmyc	Bsg	Bst2	Cacybp	Cald1	Calm1	Calm2	Cbr1	Cd63	Cd74	Cd82	Cdk2ap2	Cdkn1a	Cdkn1c	Cdo1	Ces1d	Cfl1	Chchd2	Chmp2a	Chrac1	Clic1	Comt	Cox5a	Crip2	Crlf2	Cryab	Csnk2b	Cuedc2	Cyb5a	Cyba	Dad1	Ddhd2	Ddrgk1	Dhrs3	Dlgap4	Dnajc3	Echs1	Edf1	Efemp1	Eif3f	Eif3g	Eif3m	Eif5	Eif5a	Elof1	Emd	Emp3	Enpp2	Erp29	Fas	Fth1	Ftl1	Fxyd6	Gapdh	Gm13889	Gm4956	Gpm6b	Gpx3	Grina	Gsta3	Gyg	H2-Aa	H2-Ab1	H2-D1	H2-K1	H3f3b	Hadh	Hint1	Hsd11b1	Hsp90aa1	Hsp90ab1	Hspb1	Id3	Idh2	Ier2	Ifi27l2a	Ifitm2	Ifitm3	Irf8	Iscu	Isg15	Jund	Kdelr1	Klf7	Lamtor2	Ldha	Ldhb	Lgals3bp	Litaf	Lysmd2	Manf	Map1lc3a	Map1lc3b	Mdh2	Mettl7a1	Mt1	Mydgf	Myl12a	Myl9	Nabp2	Naca	Naxd	Nbl1	Ndufv1	Nfkbia	Nfkbib	Nme1	Npdc1	Npm1	Nsg1	Nudc	Ostc	Pdia6	Pebp1	Pfn1	Phb	Phlda3	Pnp	Pomp	Ppig	Ppp1r11	Prelid1	Prr13	Psma2	Psma5	Psma6	Psmb1	Psmb2	Psmb4	Psmb8	Psmc5	Psmd12	Psmd4	Psmd6	Psme1	Ptma	Rabac1	Rassf1	Rbm25	Rbm42	Rbp1	Rhoc	Rnf5	Rpl13a	Rpl4	Rpl6	Rps10	Rps24	Rps3	Rpsa	Rtp4	S100a8	S100a9	Samm50	Sarnp	Sbds	Scamp3	Sdc4	Sdf2l1	Sdhc	Sec11a	Selenbp1	Selenok	Selenos	Serbp1	Sf3b2	Slc25a3	Slc25a5	Smarcb1	Snrpa	Snrpb	Snrpc	Snx3	Sod2	Sod3	Spcs2	Spon2	Spr	Srsf5	Swi5	Syf2	Tagln2	Tbcb	Tex261	Tmed9	Tmem176a	Tmem176b	Tmem50a	Tmem59	Tnfsf13b	Tpgs1	Trf	Tsc22d1	Tspo	Tubb4b	Tubb6	Txn2	Ubb	Ube2l6	Wbp2	Znhit1
TABULA_MURIS_SENIS_LUNG_ALVEOLAR_MACROPHAGE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_ALVEOLAR_MACROPHAGE_AGEING	Ahnak	Alcam	Aldh2	Apoc1	Apoe	Atp5h	Atpif1	B2m	Blvrb	C3	Calm1	Ccdc12	Ccl5	Ccl9	Cd24a	Cd274	Cd2ap	Cd52	Cd63	Cd74	Cd81	Chmp2a	Chpt1	Clec1b	Cmbl	Cox4i1	Cox5b	Cox7b	Creg1	Crip1	Csf1r	Cst3	Ctsb	Ctsk	Ctsl	Ctss	Cyba	Cybb	Dad1	Dhrs7b	Dnajc15	Dynll1	Ear1	Eif3k	Emp3	Fabp4	Fau	Fcer1g	Fcgr4	Fkbp2	Foxp1	Ggh	Gng12	Grcc10	Gstm1	H1f2	H2-Aa	H2-Ab1	H2-D1	H2-DMb1	H2-Eb1	H2-K1	H2aj	H2bc4	Hcst	Hexb	Ier3	Ifi30	Ifitm2	Ifitm3	Igf1	Il1b	Itm2b	Klf2	Krtcap2	Lgals3	Litaf	Lpl	Ly6e	Lyz2	Malat1	Mgst1	Micos13	Mrpl52	Ms4a6c	Msn	Napsa	Ncl	Ndufa13	Ndufb11	Nme2	Npc2	Pfdn5	Pgk1	Pirb	Pkm	Plac8	Pnrc1	Ppia	Prdx5	Prrc2c	Psap	Psma7	Psmb3	Psmb5	Psmb8	Ptpn18	Pycard	Rabac1	Rgs2	Rnasek	Rpl10	Rpl14	Rpl19	Rpl27	Rpl35	Rpl36al	Rpl7	Rps14	Rps23	Rps27a	Rrbp1	Rsrp1	Rtn4	S100a1	S100a10	S100a11	S100a4	S100a6	S100a8	S100a9	Sat1	Scd1	Scgb1a1	Serpinb6a	Slpi	Smpdl3a	Sod1	Spcs1	Spp1	Srgn	Ssr4	Tanc2	Timp2	Tkt	Tln1	Tmem258	Trappc6a	Trem2	Trmt1	Tspo	Tyrobp	Uba52	Uqcc2	Uqcc3	Uqcrh	Wfdc17	Wfdc21	Zfhx3
TABULA_MURIS_SENIS_LUNG_BRONCHIAL_SMOOTH_MUSCLE_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_BRONCHIAL_SMOOTH_MUSCLE_CELL_AGEING	Adam15	Adamts1	Adk	Akap12	Alas1	Aldh2	Aldoa	Anxa2	Aqp1	Arid5a	Atf3	B2m	Bcl6b	Calr	Car14	Ccl5	Ccnd2	Ccnl1	Cd74	Cd9	Cdk19	Cdkn1a	Cebpd	Cemip2	Cfl1	Cldn5	Clic1	Clic4	Crip1	Cryab	Ctnna1	Cxcl12	Depp1	Dll1	Dusp6	Dusp8	Edn1	Elf1	Emp3	Enpp4	Fam110d	Flt1	Fxyd5	Gapdh	Gbp2	Gbp4	Gbp7	Gja4	Gm4951	Gpr182	Gstm1	Gstm2	Gstp1	H2-Aa	H2-Ab1	H2-D1	H2-DMa	H2-DMb1	H2-Eb1	H2-K1	H2-Q4	H2-T23	Hilpda	Hsp90aa1	Hsp90ab1	Ier3	Ifi47	Ifit3	Ifitm2	Ifitm3	Igtp	Isg15	Jam2	Jund	Klf2	Klf3	Klf4	Klf6	Lima1	Lrg1	Lrrc32	Lxn	Ly6a	Ly6c1	Mmrn2	Nfe2l2	Nfib	Nr4a1	Nrarp	Nsg1	Ntrk2	Palmd	Pcm1	Pcp4l1	Pde4b	Pdlim1	Pkm	Plaat3	Plac8	Plscr2	Pnrc1	Prr13	Prss23	Psmb10	Psmb8	Psmb9	Psme2	Ptprb	Rbm25	Rhoc	Rpl13	Rpl13a	Rpl18a	Rpl22l1	Rpl8	Rps20	Rps3	Rps5	Rpsa	Scgb1a1	Sema3c	Sf3b2	Slc6a6	Smad7	Sox17	Sox7	Sp110	Spag7	Spag9	Srgn	Srsf7	Syne1	Tap1	Tgm2	Tinagl1	Tle5	Tm4sf1	Tmem252	Tmod2	Tnfsf10	Trim37	Tspan8	Tspo	Upp1	Vegfa	Vwf	Wasf2	Xist	Zfp36l1
TABULA_MURIS_SENIS_LUNG_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_B_CELL_AGEING	A530032D15Rik	AW112010	Adgre5	Ahnak	Aldh2	Ankrd44	Anxa6	Atp2b1	B2m	Bcl2a1b	C130026I21Rik	Calm2	Capg	Ccnd2	Cd2	Cd44	Cd72	Cd81	Cd9	Crip1	Ctsh	Cyba	Emc7	Emp3	Evi2a	Fam104a	Fcgr2b	Fxyd5	Gimap4	Gns	Gpr183	Grb2	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	Hp1bp3	Hspd1	Ier2	Itgb1	Itm2b	Jun	Jund	Kctd12	Lgals1	Lgals3	Ly6a	Malat1	Man1a	Mtdh	Mtss1	Napsa	Neat1	Odc1	Phf11b	Pik3r1	Pld4	Plek	Prr13	Psmb8	Psmb9	Psme1	Psme2	Ptpn1	Pura	Scgb1a1	Scimp	Serpina3g	Sik1	Sp100	Sp140	Srgn	Srrm2	Tcf4	Tnfaip8	Tpr	Trappc6b	Tubb4b	Vim	Wasf2	Ywhaq	Zbtb32
TABULA_MURIS_SENIS_LUNG_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING	1810037I17Rik	AW112010	Actg1	Ahnak	Aldoa	Anxa2	Apobec3	Arf4	Atp2b1	B2m	Bcl2a1b	Bhlhe40	Bst2	Capg	Capns1	Ccl5	Cd48	Cd5	Cd74	Cd82	Cd8a	Cd8b1	Cdc42ep3	Ciao2b	Cirbp	Cldn25	Clic1	Clint1	Cox17	Crip1	Cst7	Ctla2a	Ctla4	Cxcr3	Cxcr6	Cyba	Daxx	Dek	Dnaja1	Emp3	Epsti1	Gbp7	Gimap7	Glipr2	Gm8369	Gna15	Gng2	Gpr183	H2-D1	H2-K1	H2-Q4	H2az1	Hcst	Hmgb2	Hsp90aa1	Hspa8	Id2	Ier2	Ifi203	Ifi35	Ifi47	Ifngr1	Il10rb	Il2rb	Iqgap1	Itga4	Itgb1	Itm2c	Junb	Klf6	Krtcap2	Lgals1	Lgals3	Lime1	Lpxn	Lrp10	Lsp1	Ly6a	Ly6c2	Ly6e	Malat1	Ms4a4b	Ms4a6b	Ncf4	Ndfip1	Neat1	Nkg7	Nr3c1	Odc1	Pdcd10	Pgam1	Pglyrp1	Pkp3	Plaat3	Ppp1r12a	Prr13	Psmb8	Psme1	Ptpn11	Ptpn18	Ptprcap	Reep5	Rgs1	Runx3	S100a10	S100a11	S100a13	S100a4	S100a6	Scgb1a1	Selplg	Serpina3g	Sftpc	Sh2d1a	Sh3glb1	Slc3a2	Smco4	Smpdl3a	Socs1	Socs3	Srgn	Tap1	Tbc1d10c	Thy1	Tmbim6	Tmem254	Tnfrsf18	Tnfrsf4	Tnfsf8	Trps1	Tspan3	Tspo	Txn1	Vamp8	Vim	Vmp1	Ywhaq	Zmat5
TABULA_MURIS_SENIS_LUNG_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING	Ahnak	Calm1	Ccl5	Ccnd2	Cd8b1	Crip1	Cst7	Ctla2a	Cxcr3	Eomes	Fasl	Fcgrt	Gpr183	Gzmk	Gzmm	H2-D1	H2-K1	H2az1	Id2	Klrk1	Lgals1	Lpin1	Ms4a4b	Ms4a4c	Mycbp2	Nab1	Nkg7	Plek	Rgs1	S100a6	Scgb1a1	Serpina3g	Vim
TABULA_MURIS_SENIS_LUNG_CLASSICAL_MONOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_CLASSICAL_MONOCYTE_AGEING	2410006H16Rik	AW112010	Agpat4	Aimp1	Aldoa	Anapc11	Anp32a	Anp32b	Anp32e	Antkmt	Ap2s1	Apoc2	Apoe	Aqp1	Arl6ip1	Arpp19	Atp5a1	Atp5b	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5o	Atpif1	Aurkaip1	Bad	Banf1	Bbln	Calm1	Calm2	Calm3	Calr	Capns1	Ccdc12	Ccdc124	Ccl5	Cd74	Cenpx	Chchd2	Chd4	Chmp2a	Ciao2a	Cks2	Cldn5	Clic1	Commd1	Cope	Cox4i1	Cox5a	Cox5b	Cox6a1	Cox6b1	Cox7a2	Cox7b	Cox8a	Csf2rb	Csnk2b	Cstb	Ctcf	Ctla2a	Ctsd	Ctsl	Cuedc2	Cuta	Cyba	Cyc1	D8Ertd738e	Dad1	Dbi	Dctn3	Ddx46	Dek	Dnajc8	Dynll1	Ebp	Edf1	Eef1b2	Eef1d	Eif2s2	Eif3a	Eif3c	Eif3i	Eif3k	Eif5a	Elob	Elof1	Emg1	Emp3	Eny2	Erh	Etfb	F10	Fam104a	Fkbp2	Fth1	Gapdh	Gmfg	Gngt2	Grcc10	Gtf2h5	H1f4	H2-Aa	H2-Ab1	H2-DMb1	H2-Eb1	H2ac23	H2aj	H2ax	H2az1	H2az2	Hdlbp	Higd1a	Hint1	Hmgb1	Hmgb2	Hmgn2	Hnrnpa2b1	Hnrnpab	Hnrnpc	Hnrnpd	Hnrnpu	Hp	Hp1bp3	Hsp90aa1	Hsp90ab1	Hsp90b1	Hspa5	Hypk	Id3	Idh3g	Ifi30	Ifitm1	Il1b	Impdh2	Jpt1	Krtcap2	Lamtor1	Lamtor4	Lamtor5	Lbr	Ldha	Lgals1	Lgals3	Llph	Lsm2	Lsm4	Lsm5	Lsm6	Luc7l3	Ly6a	Macroh2a1	Map1lc3b	Mdh1	Mdh2	Metap2	Micos10	Micos13	Mif	Mrpl12	Mrpl14	Mrpl18	Mrpl20	Mrpl23	Mrpl28	Mrpl30	Mrpl34	Mrpl42	Mrpl51	Mrpl54	Mrpl57	Mrps14	Mrps16	Mrps24	Mrps33	Mtch1	Mtdh	Mycbp2	Naa10	Naa38	Nap1l1	Ncbp2as2	Ncf4	Ncl	Ndufa11	Ndufa12	Ndufa13	Ndufa2	Ndufa4	Ndufa5	Ndufa8	Ndufb10	Ndufb11	Ndufb4	Ndufb5	Ndufb6	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufc2	Ndufs3	Ndufs6	Ndufs7	Ndufs8	Ndufv1	Ndufv3	Nedd8	Nhp2	Nme1	Nme2	Npm1	Nucks1	Nupr1	P4hb	Pabpn1	Park7	Pdap1	Pdcd5	Pebp1	Pfdn6	Pgd	Pgk1	Pgls	Phf5a	Pkm	Plec	Pold4	Polr2j	Ppia	Prdx1	Prdx2	Prdx4	Prelid1	Prpf4b	Prrc2c	Prtn3	Psenen	Psma2	Psma4	Psma6	Psma7	Psmb1	Psmb2	Psmb3	Psmb4	Psmb5	Psmb6	Psmc3	Psmd13	Psmd4	Ptma	Pycard	Rabac1	Ran	Rbm25	Rbm3	Rbm39	Reep5	Rex1bd	Rnaseh2c	Rnasek	Rnh1	Rp9	Rpl10	Rpl10a	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl15	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl23	Rpl23a	Rpl24	Rpl27	Rpl27a	Rpl28	Rpl29	Rpl3	Rpl32	Rpl35	Rpl36a	Rpl36al	Rpl41	Rpl6	Rpl8	Rplp1	Rpn1	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps15a	Rps16	Rps17	Rps18	Rps19	Rps2	Rps20	Rps23	Rps25	Rps26	Rps27a	Rps27l	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps8	Rps9	Rpsa	Rrbp1	Rsrp1	Rtraf	S100a1	S100a10	S100a13	S100a8	S100a9	Scand1	Scgb1a1	Sdf2l1	Sec11a	Sec61b	Selenoh	Serbp1	Sf3b1	Sf3b2	Sf3b5	Sh3bgrl3	Siva1	Slirp	Slpi	Smc1a	Smc4	Smc6	Smdt1	Smim11	Snrpc	Snrpd1	Snrpd2	Snrpd3	Snrpe	Snrpg	Snu13	Sod1	Sod2	Son	Spcs1	Spcs2	Srp9	Srrm1	Srrm2	Srsf11	Srsf3	Ssna1	Ssr2	Ssr4	Ssu72	Stmp1	Supt4a	Swi5	Sys1	Taf10	Taf9	Tax1bp1	Tbcb	Timm13	Tln1	Tmbim4	Tmco1	Tmed10	Tmem14c	Tmem160	Tmem167	Tmem176a	Tmem176b	Tmem208	Tmem234	Top1	Tpi1	Tpr	Trappc1	Trappc6a	Trem2	Tsn	Tspo	Tuba1b	Tubb4b	Tubb5	Txn1	Uba52	Ube2l3	Ube2s	Uqcc2	Uqcc3	Uqcr10	Uqcr11	Uqcrc1	Uqcrh	Uqcrq	Use1	Vamp8	Vcp	Vps28	Wasf2	Wbp4	Wfdc17	Xist	Zfp36l1
TABULA_MURIS_SENIS_LUNG_ENDOTHELIAL_CELL_OF_LYMPHATIC_VESSEL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_ENDOTHELIAL_CELL_OF_LYMPHATIC_VESSEL_AGEING	Aqp1	B2m	Cfl1	H2-Aa	H2-D1	H2-K1	Ins1	Rhoc	S100a9
TABULA_MURIS_SENIS_LUNG_FIBROBLAST_OF_LUNG_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_FIBROBLAST_OF_LUNG_AGEING	2210016L21Rik	4930523C07Rik	Acaa1a	Adm	Aebp1	Akr1a1	Aldh2	Aldoa	Anxa1	Apoe	Arhgdia	Atf3	Atf4	Atp6v0b	B2m	Bsg	Bst2	C3	Calm1	Car2	Cd302	Cd40	Cd63	Cd74	Cdk2ap2	Cdkn1a	Cdkn2c	Cdo1	Cebpd	Cfb	Cfl1	Cirbp	Cox4i1	Cryab	Ctsl	Ctsz	Cyba	Cyc1	Dctn3	Ddah2	Ddrgk1	Ddt	Des	Dnajb2	Dnajc1	Dnajc3	Dpm1	Drap1	Eif3f	Eif4ebp1	Emd	Epas1	Etfa	Etfb	Fabp3	Fermt2	Filip1	Fmo2	Fth1	Ftl1	G0s2	Gadd45b	Gm4956	Gpx3	Gpx4	Grina	Gsta3	Gstm1	Gstm2	Gstp1	H1f2	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2-Q4	H2bc4	H3f3b	Hadh	Hebp1	Hes1	Hilpda	Hint1	Hoxa5	Hsd11b1	Hsp90aa1	Hsp90ab1	Hspb1	Id3	Ifrd1	Ilk	Inmt	Kcne4	Kif5b	Klf9	Laptm4a	Ldhb	Lgals3bp	Lxn	Ly6a	Ly6c1	Ly6e	Lyz2	Manf	Map1lc3a	Mat2a	Mdh1	Mettl7a1	Mfap4	Mgll	Mgst1	Mrpl58	Mt1	Mtarc2	Mtdh	Myl12a	Nap1l1	Naxd	Ndufa12	Ndufb8	Ndufs2	Nfkbia	Npdc1	Nr4a1	Park7	Pdlim2	Pebp1	Phlda3	Pla2g12a	Plpp3	Pnrc1	Ppp1r14a	Prdx5	Prdx6	Prkca	Prr13	Prss30	Psma3	Psma6	Psmb10	Psmb8	Psmc2	Psme1	Rabac1	Ramp2	Rarres2	Rasgrp2	Rassf1	Rbfa	Rbms1	Rgs3	Rhoc	Rras	Rrp1	Rrs1	S100a8	S100a9	Saraf	Sbds	Scgb1a1	Scp2	Sdhc	Selenbp1	Selenom	Selenos	Serpinb6a	Serping1	Sf3b2	Sh3glb1	Slc25a3	Slc25a5	Slc3a2	Slc7a10	Snhg11	Snrpb	Son	Spint2	Spr	Srp14	Srrm2	Srsf5	Stbd1	Stub1	Swi5	Syf2	Tbcb	Tecr	Tln1	Tmed10	Tmed3	Tmem160	Tmem176a	Tmem176b	Tmem204	Tmem50a	Tmsb4x	Tnfaip2	Trappc1	Trf	Tsc22d1	Tsen34	Tubb4b	Tyrobp	Ubb	Ubc	Ubxn4	Vdac3	Vps28	Ybx1	Ypel3	Zfp36l1
TABULA_MURIS_SENIS_LUNG_INTERMEDIATE_MONOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_INTERMEDIATE_MONOCYTE_AGEING	0610010K14Rik	2410006H16Rik	AW112010	Acap2	Acin1	Acp5	Agpat4	Aimp1	Ak2	Aldoa	Ap2s1	Apoc2	Apoe	Aprt	Asnsd1	Atox1	Atp2b1	Atp5a1	Atp5c1	Atp5d	Atp5g1	Atp5g2	Atp5h	Atp5j	Atp5j2	Atp5o	Atp6v1f	Atpif1	Atxn7l3b	Aurkaip1	B230219D22Rik	Bbln	Bcl2a1b	Bcl3	Bet1	Blvrb	C3	Cbl	Ccdc12	Ccl5	Ccl9	Cd300e	Cd52	Cdv3	Cenpx	Chd4	Chmp2a	Ciao2a	Cir1	Clec4a2	Clec4d	Clec4e	Clta	Cnpy2	Cox4i1	Cox5a	Cox5b	Cox6b1	Cox7a2	Cox7a2l	Cox8a	Creg1	Csf2rb	Cstb	Ctla2a	Ctsd	Ctsl	Cuedc2	Cx3cr1	Cyb5a	Cyba	Cybb	D8Ertd738e	Dad1	Ddt	Dnaja1	Dnajc15	Dnm2	Dph3	Dusp11	Edf1	Eef1b2	Eef1d	Eif3a	Eif3c	Eif3d	Eif3e	Eif3i	Eif3k	Eif3m	Eif5b	Elob	Emb	Emg1	Esd	Etfb	F10	F13a1	Fam104a	Fam111a	Fas	Fau	Fcgr4	Fcho2	Fermt3	Fgfr1op2	Filip1l	Fkbp2	Fn1	Fth1	Gapdh	Gmfg	Grcc10	Grina	Gsn	H1f4	H2aj	H2az1	H2az2	Hacd4	Hck	Hcst	Hint1	Hp	Id3	Ier3	Ifi27	Ifi30	Ifitm1	Ifitm2	Il1b	Imp3	Iqgap1	Itgb1	Itgb1bp1	Jak1	Jtb	Kif5b	Krtcap2	Lamtor1	Lamtor2	Lamtor4	Ldha	Lgals1	Lgals3	Llph	Lmo4	Lsm12	Lsm6	Luc7l3	Ly6a	Macf1	Map1lc3b	Marcks	Marcksl1	Mcemp1	Metap2	Mettl23	Micos10	Micos13	Mien1	Mif	Mpc1	Mrpl14	Mrpl18	Mrpl20	Mrpl23	Mrpl28	Mrpl30	Mrpl34	Mrpl36	Mrpl42	Mrpl52	Mrpl54	Mrps14	Mrps24	Mrps33	Ms4a6d	Mycbp2	N4bp1	Naca	Ncbp2as2	Ncf4	Ncl	Ndufa11	Ndufa13	Ndufa2	Ndufa4	Ndufa5	Ndufa8	Ndufb10	Ndufb11	Ndufb5	Ndufb6	Ndufb7	Ndufb8	Ndufs6	Ndufv3	Nedd8	Nfe2l2	Nhp2	Nme1	Nme2	Nol7	Npm1	P4hb	Pafah1b1	Park7	Pbx1	Pfdn5	Pfdn6	Pgk1	Pgls	Pilra	Pirb	Pkm	Plek	Pold4	Polr1d	Polr2j	Pop5	Ppib	Prdx1	Prdx2	Prelid1	Prorsd1	Prrc2c	Psmb1	Psmb3	Psmb4	Psmb6	Ptpn1	Pycard	Ralbp1	Ramp1	Rassf4	Rbm25	Rbm3	Rbm39	Reep5	Rel	Rere	Rex1bd	Rexo1	Rilpl2	Rnasek	Rp9	Rpl10	Rpl10a	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl15	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl23	Rpl23a	Rpl24	Rpl27	Rpl27a	Rpl28	Rpl29	Rpl31	Rpl32	Rpl35	Rpl36a	Rpl36al	Rpl41	Rpl6	Rpl7	Rpl7a	Rpl8	Rplp0	Rplp1	Rplp2	Rpp21	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps16	Rps17	Rps18	Rps19	Rps2	Rps20	Rps23	Rps25	Rps27a	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps8	Rps9	Rpsa	Rrbp1	Rsrp1	Rtf1	Rtraf	Rwdd1	S100a10	S100a11	S100a13	S100a6	S100a8	S100a9	Scaf11	Scand1	Sec11c	Sec61b	Sf3b2	Sfr1	Siva1	Slc25a37	Slpi	Smc1a	Smdt1	Smim11	Snf8	Snrpd2	Snrpg	Snx20	Sod1	Sod2	Son	Sp140	Spag9	Spata13	Spcs1	Srp14	Srrm2	Ssr4	Ssu72	Stmp1	Stx8	Supt4a	Susd6	Swi5	Syk	Taf9	Taok3	Tax1bp1	Tbcb	Tgm2	Tm2d2	Tmed10	Tmem14c	Tmem160	Tmem208	Tmem234	Tmem256	Tnfaip2	Tnfaip8	Tnfaip8l2	Tnrc6b	Tomm22	Tpi1	Tpr	Trappc6a	Trem2	Trmt112	Tspo	Tubb5	Txn1	Uba52	Ube2b	Ube2f	Uqcc3	Uqcr10	Uqcr11	Uqcrh	Uqcrq	Use1	Usp34	Vamp8	Wasf2	Washc2	Wdr83os	Wfdc17	Xpa	Zbtb7a	Zfas1	Zfp106	Zfp36l1
TABULA_MURIS_SENIS_LUNG_MATURE_NK_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_MATURE_NK_T_CELL_AGEING	AW112010	Camk2n1	Cd3e	Cd3g	Cst7	Ctla2a	Ctsb	Glrx	Rgs1	Rpl3	Rps15a	Rps9	Serpina3g	Sh2d1a	Slc3a2	Tspan13
TABULA_MURIS_SENIS_LUNG_MYELOID_DENDRITIC_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_MYELOID_DENDRITIC_CELL_AGEING	AW112010	Ciita	Flot1	Ifi30	Il21r	Psmb9	Scgb1a1
TABULA_MURIS_SENIS_LUNG_NEUTROPHIL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_NEUTROPHIL_AGEING	Gapdh	Gyg	Ifitm1	Ifitm2	Klf2	Lcn2	Lrg1	Prr13	Retnlg	S100a8	Scgb1a1	Sftpc	Smpdl3a	Tspo	Vim	Wfdc17	Wfdc21
TABULA_MURIS_SENIS_LUNG_NK_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_NK_CELL_AGEING	B2m	Bcl2	Cd74	Cdkn2c	Cldn5	Gimap7	H1f4	H2-Ab1	H2-K1	H2-Q4	Hspa5	Klf6	Lgals3	Ltb	Ly6e	Nop53	Pdia3	Pim1	Psmb8	Rpl10	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl23	Rpl23a	Rpl29	Rpl3	Rpl32	Rpl35	Rpl4	Rpl6	Rpl8	Rplp0	Rps10	Rps12	Rps14	Rps15	Rps16	Rps18	Rps19	Rps20	Rps24	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps9	Rpsa	S100a4	S100a6	Scgb1a1	Tle5	Tpt1	Uba52	Vps37b	Xist	Yy1
TABULA_MURIS_SENIS_LUNG_NON_CLASSICAL_MONOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_NON_CLASSICAL_MONOCYTE_AGEING	AW112010	Apoc2	Apoe	Cd52	Cd74	Cd81	Cfh	Clec4e	Cox7a2l	Cyba	Cybb	Fcer1g	Fcgr4	Filip1l	Fth1	Gda	H2-Aa	H2-Ab1	H2-Eb1	Hp	Ifitm2	Il1b	Ly6a	Malat1	Mcemp1	Ms4a6c	Nfe2l2	Pla2g7	Rel	Rpl13	Rpl13a	Rpl6	Rps4x	Rps7	Rps9	Scgb1a1	Slpi	Sp140	Txn1	Xist	Zfp36l1
TABULA_MURIS_SENIS_LUNG_PULMONARY_INTERSTITIAL_FIBROBLAST_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_PULMONARY_INTERSTITIAL_FIBROBLAST_AGEING	Dstn	Fxyd5	Gnai3	H2-D1	H2-K1	Irf2bp2	Laptm5	Lrrc58	Manf	Neat1	Psmb8	Ptms	Rack1	Rpl13a	Rplp1	Rps9	Serpine2	Tmed10	Uba5
TABULA_MURIS_SENIS_LUNG_SMOOTH_MUSCLE_CELL_OF_THE_PULMONARY_ARTERY_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_SMOOTH_MUSCLE_CELL_OF_THE_PULMONARY_ARTERY_AGEING	Akap12	Aqp1	Cd74	Clic4	Dcn	Gpihbp1	H2-Aa	H2-Ab1	S100a8	Sparcl1
TABULA_MURIS_SENIS_LUNG_TYPE_II_PNEUMOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_TYPE_II_PNEUMOCYTE_AGEING	Arhgdia	Arhgdib	Arpc1b	B2m	Ccnd3	Cfl1	Cldn3	Clic1	Cryab	Drap1	Eif5a	Fasn	Fth1	Gapdh	H2-D1	H2-K1	Hspb1	Hspe1	Irx3	Jund	Klf2	Ly6a	Map1lc3a	Naca	Nrn1	Pfn1	Prr13	Rheb	Rpl13a	Rpl28	Rps13	Rpsa	Tle5	Tomm6	Tsc22d1	Uba52	Use1	Ybx1
TABULA_MURIS_SENIS_LUNG_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_T_CELL_AGEING	Cxcr6	Emg1	Psmc3	Ramp1	Tmem176a	Tmem176b	Wdr89
TABULA_MURIS_SENIS_LUNG_VEIN_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_VEIN_ENDOTHELIAL_CELL_AGEING	B2m	Cd74	Cldn5	H2-Aa	H2-Ab1	H2-DMa	H2-DMb1	H2-Eb1	Mapt	Pcp4l1
TABULA_MURIS_SENIS_MAMMARY_GLAND_BASAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_BASAL_CELL_AGEING	Adamts1	Adgra3	Aebp1	Ak1	Aldh2	Anp32a	Apoe	App	Arc	Arhgdia	Arid5a	Arid5b	Asph	Atf3	Atp1a1	Bag3	Bambi	Bcam	Bcl3	Bcl7c	Bdnf	Bgn	Bhlhe40	Boc	Brd2	Bsg	Btg1	Btg2	C1s1	C2cd4b	C4b	Calm2	Camk2n1	Cavin2	Cavin3	Ccl2	Ccl7	Ccnl1	Cd200	Cdkn1a	Cebpb	Cebpd	Cfl1	Chka	Cirbp	Cish	Cldn4	Clic4	Clu	Cnn1	Col6a1	Col9a2	Coq10b	Cox7a2l	Cp	Creb5	Crem	Crlf2	Csrnp1	Csrp1	Cst3	Ctsl	Cxcl12	Cxcl14	Cyb5r3	Dcn	Ddah2	Ddx5	Dkk3	Dnaja1	Dnajb1	Dst	Dusp1	Dusp14	Echdc2	Ecrg4	Eef2	Egr1	Eif3f	Emc10	Emp1	Erf	Errfi1	Eya2	F11r	Fam110a	Fbln7	Fcgrt	Fgfr1	Fgg	Fhod3	Fkbp8	Fos	Fosb	Fosl1	Fosl2	Foxo1	Fryl	Ftl1	Fus	Fxyd6	Gadd45b	Gadd45g	Gas1	Gas6	Gcc1	Gcnt2	Gem	Gfra2	Gnai2	Gnb1	Gpx3	Grn	Gsn	Gstm1	Gstt1	H2-Ab1	H2-D1	H2-K1	H2-T23	H2az2	H3f3b	Hbegf	Hmgb2	Hs3st1	Hspa1a	Hspa2	Hspa8	Icam1	Id3	Ier2	Ier3	Ier5	Ifitm2	Igfbp6	Il11ra1	Il17b	Irf1	Itm2b	Itm2c	Jmjd1c	Jun	Junb	Jund	Kdm6b	Kitl	Klc3	Klf13	Klf16	Klf2	Klf4	Klf5	Klf9	Krt14	Krt18	Krt5	Lamb3	Laptm4a	Lgals9	Lmna	Lmod1	Lrp1	Ltbp3	Ltbp4	Ly6a	Ly6d	Ly6e	Lypd3	Maff	Mafk	Map1b	Map1lc3a	Marcksl1	Mbnl1	Mcl1	Mdfi	Mgst1	Mia	Midn	Mknk2	Mmp2	Msn	Mtss1	Myd88	Myl9	Mylk	Nfic	Nfil3	Nfix	Nr4a1	Nr4a2	Nrtn	Nxn	Pbxip1	Pcf11	Pde4b	Pdlim3	Pdlim7	Pfdn5	Phlda1	Pigp	Pik3r1	Pim1	Pim3	Pink1	Plaat3	Plac9	Plat	Plekhb1	Plpp3	Plscr1	Pltp	Pmp22	Pnrc1	Ppp1r15a	Prelp	Psap	Ptms	Ptov1	Ptpn14	Ptx3	Pxdc1	Rabac1	Ralgds	Rassf1	Rbpms	Rcan1	Reep5	Rflnb	Rgcc	Rgs2	Rhoc	Ripk1	Rnf122	Rnf19b	Rpl13a	Rpl3	Samd4b	Sbno2	Scn7a	Selenom	Selenop	Serping1	Sertad1	Sf3b2	Sfn	Sfrp1	Sgk1	Sik1	Ski	Skil	Slc29a1	Slc41a1	Slc6a6	Slpi	Smad7	Smarca2	Socs1	Socs3	Sphk1	Spr	Ssbp3	Stac2	Tenm2	Tgfbr1	Tgif2	Thbs1	Timp2	Timp3	Tiparp	Tle5	Tln1	Tm4sf1	Tmbim6	Tmem160	Tmem254	Tmem45a	Tmem50a	Tmem59	Tmem88b	Tnfrsf1a	Tob1	Tob2	Tppp3	Trf	Trib1	Trim29	Tsc22d1	Tspan8	Tspo	Tubb2a	Txnrd1	Uap1	Ubb	Urah	Use1	Vamp8	Vasn	Vegfa	Vim	Wsb1	Zfand5	Zfp36	Zfp36l1	Zfp36l2	Zfp703
TABULA_MURIS_SENIS_MAMMARY_GLAND_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_B_CELL_AGEING	1810037I17Rik	4930523C07Rik	A530032D15Rik	AI662270	AW112010	Acp5	Actb	Actg1	Actr3	Ahnak	Aldh2	Anapc13	Anapc5	Anxa5	Anxa6	Arhgdib	Arpc2	Arpc5l	Atf3	Atox1	Atp5h	Atp5j	Atp5k	Atp5l	B2m	BC004004	Bbln	Bcl11a	Bcl2	Bhlhe40	Bloc1s1	C130026I21Rik	Calm1	Calm2	Calm3	Capg	Ccl5	Cd22	Cd38	Cd44	Cd47	Cd52	Cd72	Cd79a	Cd79b	Cd81	Cdc42se2	Cdk2ap2	Celf2	Cenpx	Cetn2	Cfl1	Chtop	Cirbp	Clic4	Cmpk1	Cnn2	Cnp	Comt	Cope	Coro1a	Cotl1	Cox6b1	Cox6c	Creld2	Crip1	Crlf2	Csk	Csrnp1	Cst3	Ctsa	Ctsb	Ctsh	Ctss	Cuta	Cyb561a3	Cyb5a	Cyba	Cybb	Cyp4f18	D8Ertd738e	Dbi	Dbnl	Dcn	Ddost	Ddrgk1	Ddx3x	Derl1	Dnajc3	Dnajc7	Dok3	Dpm3	Edem1	Egr1	Elob	Emc10	Ergic3	Erp44	Etfb	Evi2a	Evl	Fam43a	Fermt3	Fkbp2	Fosb	Fus	Fxyd5	Gimap3	Gimap4	Gimap6	Gltp	Gm2a	Gnai2	Gnas	Gng10	Gpr18	Gpr183	Gpsm3	Gpx1	Gpx3	Grb2	Grcc10	Gsn	H13	H1f2	H2-D1	H2-DMb1	H2-K1	H2-Oa	H2-T23	H2ac18	H2az2	H3f3b	Herpud1	Hnrnpa2b1	Hnrnpm	Hsp90b1	Hspa5	Hvcn1	Id2	Ifi30	Igfbp6	Ikzf1	Itm2b	Itm2c	Jchain	Jund	Kctd12	Klf13	Klf2	Klf4	Krt14	Krtcap2	Lamtor2	Lbh	Lcp1	Lgals1	Lmna	Lsp1	Ltb	Ly6a	Ly6d	Ly86	Macroh2a1	Man1a	Manf	Mdh1	Mettl23	Mrpl33	Mrpl52	Ms4a1	Mt1	Mt2	Mtarc2	Myl12a	Myl12b	Myl6	Mzb1	Napsa	Ncf4	Ndufa1	Ndufa11	Ndufa13	Ndufa2	Ndufa3	Ndufa4	Ndufa7	Ndufs6	Ndufs7	Ndufs8	Nfatc1	Npc2	Nrm	Oaz1	Odc1	Ostf1	P4hb	Pafah1b3	Park7	Pdcd4	Pdia3	Pdia4	Pet100	Pfn1	Pitpna	Pkm	Pld4	Pmf1	Ppib	Ppp1ca	Ppp3ca	Prdx2	Prdx5	Psap	Psmb10	Psmb8	Psmb9	Ptms	Ptp4a2	Ptpn18	Ptpn6	Ptprc	Ptprcap	Pycard	Rac2	Ralgps2	Rap1a	Rbm3	Rexo2	Rgcc	Rhob	Rnase6	Rnf187	Romo1	Rpn2	Rps28	Rrbp1	S100a13	S100a6	Scand1	Sdf2l1	Sdhb	Sec11c	Sec61b	Sec61g	Selenok	Selenos	Selenow	Sh3bgrl3	Siah2	Sik1	Slc25a4	Slpi	Smdt1	Smim14	Snf8	Sp140	Spcs1	Spcs2	Spint2	Sqstm1	Ssr3	Ssr4	Ssu72	Swi5	Syk	Taldo1	Tcf4	Tecr	Tle5	Tln1	Tm9sf3	Tmed3	Tmem134	Tmem160	Tmem243	Tmem256	Tmem258	Tnfaip3	Tnfaip6	Tnfaip8	Tnrc6b	Tram1	Tsc22d3	Tspo	Txn1	Txndc5	Ube2r2	Ucp2	Unc93b1	Vamp8	Vars	Vim	Vmp1	Vps25	Vps28	Xbp1	Zfp36l1
TABULA_MURIS_SENIS_MAMMARY_GLAND_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_ENDOTHELIAL_CELL_AGEING	0610010K14Rik	AW112010	Abhd17a	Ablim1	Ablim3	Acaa2	Acat1	Ace	Acer2	Acly	Adam10	Adam15	Adamts1	Adgrl4	Adh5	Adipor1	Afdn	Akr1a1	Akt1	Aldh2	Amfr	Anapc11	Anapc13	Anp32a	Anxa11	Anxa5	Aplnr	Aplp2	Apoe	Apold1	App	Aqp1	Aqp7	Arap3	Arhgdia	Arpc3	Arpc4	Arpp19	Atf3	Atox1	Atp5c1	Atp5e	Atp5g2	Atp5j	Atp5j2	Atp5k	Atp5l	Atp5mpl	Atp5o	Atp6v0b	Atp6v0e	Atp6v1g1	Atpif1	Atraid	BC031181	Bag1	Banf1	Bax	Bcam	Bloc1s1	Bnip3l	Bola3	Brk1	Bsg	Btg2	C130074G19Rik	C1qtnf9	Calm3	Capg	Capns1	Car4	Cav1	Cav2	Cavin1	Cavin2	Cavin3	Ccdc124	Ccnd2	Ccnd3	Cd151	Cd2ap	Cd300lg	Cd34	Cd47	Cd59a	Cd81	Cdk2ap2	Cdkn1a	Cenpx	Cetn3	Cfdp1	Cfl1	Chchd7	Chmp2a	Chmp3	Chmp5	Churc1	Cirbp	Cldn15	Clptm1	Cmpk1	Cnn2	Cnpy2	Coa3	Commd1	Comt	Cope	Cops6	Cops9	Coro1b	Cox17	Cox4i1	Cox6a1	Cox6b1	Cracr2b	Crim1	Crip2	Cst3	Ctbp1	Ctnnb1	Ctnnbip1	Ctsz	Cuta	Cxcl12	Cxcl14	Cyb5a	Cyb5r3	Cyba	Cyc1	Cyfip1	Cyp2d22	D8Ertd738e	Dazap2	Dctn3	Dda1	Ddit3	Ddost	Ddrgk1	Ddx5	Dnaja1	Dnajc19	Dnajc3	Dock9	Dph3	Dpm3	Dpysl2	Dram2	Drap1	Dusp3	Dync1i2	Dynlt3	Ech1	Edf1	Egfl7	Egr1	Ehd2	Ei24	Eid1	Elk3	Elob	Emc10	Emc4	Eml1	Epas1	Epn1	Erp44	Esam	Etfb	Ets2	Fabp5	Fam174a	Fbln2	Fbln5	Fcgrt	Fis1	Fkbp3	Fli1	Flna	Fmc1	Fmo1	Fn1	Fos	Fosb	Fryl	Fth1	Fuca1	Fus	Gda	Gimap4	Gm1673	Gna11	Gnai2	Gnas	Gnb2	Gng11	Gpihbp1	Gpx3	Gpx4	Grcc10	Grn	Gsn	Gstm1	Gstp1	Gstt2	Gtf2a2	Gtf2h5	Guk1	H1f0	H2ac18	H2az2	H2bc4	Higd2a	Hint1	Hip1	Hmgb1	Hmgb2	Hnrnpa0	Hrct1	Hspg2	Hypk	Icam2	Ifngr1	Igfbp4	Igfbp6	Immp1l	Irf1	Irf8	Iscu	Itm2b	Jam2	Jund	Jup	Kank3	Kctd17	Kdelr1	Klf13	Klf2	Klf4	Krtcap2	Lamb2	Lamp1	Lamtor2	Laptm4a	Lgals1	Lims2	Lman1	Lman2	Lmcd1	Lmo1	Lrp5	Lsm5	Lsm7	Ltbp4	Ly6a	Ly6c1	Ly6e	Mapk3	Mef2c	Meox2	Mettl9	Mff	Mgll	Mgst1	Micos13	Midn	Mlf2	Mpzl1	Mrpl14	Mrpl20	Mrpl23	Mrpl4	Mrpl42	Mrpl54	Mrps14	Mrps18c	Mrps21	Mrps33	Mtarc2	Mtch1	Mtln	Myadm	Myl12b	Myl6	Mylk	Myo1c	Naa38	Ndufa11	Ndufa13	Ndufa2	Ndufa3	Ndufa4	Ndufa5	Ndufa6	Ndufa7	Ndufa8	Ndufa9	Ndufb10	Ndufb2	Ndufb3	Ndufb4	Ndufb5	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufc2	Ndufs3	Ndufs6	Ndufs7	Ndufs8	Ndufv1	Ndufv2	Ndufv3	Nectin2	Nedd4	Nedd8	Nenf	Nherf2	Nisch	Nop10	Nrp1	Ntan1	Oaz1	Oaz2	Ost4	Ostc	Ostf1	Pabpn1	Palmd	Pam	Park7	Pbrm1	Pcp4l1	Pde2a	Pdia3	Pdia6	Pea15a	Pet100	Pfn1	Pgls	Phb2	Pigp	Pink1	Plaat3	Plscr3	Pltp	Pnkd	Podxl	Polr2f	Polr2g	Polr2k	Ppdpf	Ppia	Ppib	Ppp1ca	Ppp1r11	Ppp2r5a	Ppp4c	Prdx2	Prdx4	Prelid1	Prss23	Psap	Psma1	Psmb10	Psmb3	Psmb9	Psmc1	Psmc3	Ptms	Ptpra	Ptprb	Ptprm	Qdpr	Rab11b	Rabac1	Ralbp1	Ramp2	Rap1a	Rassf3	Rbm3	Rbm42	Rbx1	Reep5	Rer1	Rexo2	Rflnb	Rheb	Rnaseh2c	Rnf10	Rnf13	Rnf130	Rnf187	Romo1	Rpn2	Rps27l	Rps28	Rras	Rsu1	Rtl8a	Rtl8b	S100a1	S100a16	S100a6	Scarb1	Scn1b	Scp2	Sdha	Sdhb	Sdhc	Sec11c	Sec13	Sec14l1	Selenom	Selenop	Selenot	Selenow	Sem1	Serf2	Sf3b2	Sfn	Sgms1	Sh3bgrl3	Sh3bp5	Sh3glb2	Slc25a4	Slc29a1	Slc48a1	Slc50a1	Slirp	Smad1	Smagp	Smco4	Smdt1	Smim11	Smim14	Smpdl3a	Sncg	Snf8	Snhg3	Snrk	Snrnp27	Socs3	Spag7	Sparcl1	Spcs1	Spcs2	Spcs3	Spint2	Spr	Sptan1	Sptbn1	Sptssa	Sri	Srp14	Srsf5	Ssbp4	Ssr4	Ssu72	St6galnac2	Stk25	Stmn2	Sub1	Sult1a1	Sumo2	Sumo3	Swi5	Syf2	Sypl	Tcf3	Tex261	Tgfbr3	Timm13	Timp3	Timp4	Tle5	Tm2d1	Tmco1	Tmed10	Tmed3	Tmem109	Tmem134	Tmem147	Tmem160	Tmem256	Tmem30a	Tmem50a	Tmem59	Tnfsf12	Tns1	Tob1	Tomm6	Tprgl	Tpst1	Tram1	Trappc6b	Trp53i11	Tsen34	Tspan13	Tspan15	Tspan17	Tspan7	Tspo	Ttc28	Ube2b	Ubl5	Ubxn1	Uqcc2	Uqcr10	Uqcr11	Uqcrb	Uqcrc1	Uqcrfs1	Uqcrq	Ushbp1	Vamp5	Vamp8	Vapb	Vat1	Vkorc1	Vps28	Vps29	Wdr83os	Ybx1	Yif1b	Yipf4	Ypel3	Ywhah	Zc3h12a	Zfp36	Zyx
TABULA_MURIS_SENIS_MAMMARY_GLAND_LUMINAL_EPITHELIAL_CELL_OF_MAMMARY_GLAND_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_LUMINAL_EPITHELIAL_CELL_OF_MAMMARY_GLAND_AGEING	Abhd16a	Agtr1a	Alcam	Aldh2	Aldoc	Anapc11	Anp32a	Anpep	Anxa1	Aoc1	Aplp2	Apobec3	Apoe	App	Aqp5	Arhgdia	Arl13b	Arl4c	Atf3	Atp1a1	Atp1b1	Atp6v1b1	B4galnt1	Bag3	Baiap2	Barx2	Bcam	Bcl3	Bcl7c	Bhlhe40	Brd2	Bsg	Btg1	Btg2	Btn1a1	C2cd4b	Calm2	Calr	Camk2n1	Cbr2	Cbx3	Cck	Ccl5	Ccn1	Ccnd1	Ccnl1	Cd200	Cd52	Cd74	Cd81	Cdk2ap2	Cdkn1a	Cebpb	Cemip2	Cfl1	Cirbp	Clca2	Cnpy2	Coq10b	Cpe	Cracr2b	Creb5	Crip1	Crip2	Csrnp1	Cst3	Ctbp1	Ctnnb1	Cx3cl1	Cxcl14	Cxcl15	Cxcl2	Cyb5a	Cytip	Dclk1	Dcn	Ddx3x	Ddx5	Ddx6	Dhrs3	Dnaja1	Dnajb1	Dpep2	Drap1	Dsp	Dusp1	Dusp14	Dusp18	Dusp6	Ece1	Ecm1	Egr1	Eif3f	Elf3	Ell2	Emb	Emc10	Emp1	Enho	Epha2	Erdr1x	Erf	Ets2	Ewsr1	Fam110a	Fcgbp	Fkbp8	Fos	Fosb	Fosl1	Fosl2	Foxa1	Foxp1	Fst	Fth1	Ftl1	Fus	Gabarapl1	Gas6	Gatb	Gem	Gja1	Gjb4	Gm2a	Gnb2	Gprc5a	Gpx3	Grn	Gsn	Gstm1	Gsto1	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H3f3b	Hbegf	Hilpda	Hint2	Hmgb2	Hnrnpa0	Hnrnpa2b1	Hnrnpm	Hp	Hsp90b1	Hspa5	Hspa8	Icam1	Id3	Idh2	Ido1	Ier2	Ier3	Ier5	Iffo2	Ifitm2	Ifitm3	Igfbp5	Igfbp7	Il18r1	Irx3	Irx5	Itgb5	Itm2b	Itm2c	Jmjd1c	Jun	Junb	Jund	Kdm6b	Kit	Klc3	Klf10	Klf13	Klf16	Klf2	Klf4	Klf5	Krcc1	Krt14	Krt15	Krt17	Krt5	Krt6a	Lamtor4	Laptm4a	Lgals3	Lgals7	Lmna	Lrg1	Ltbp1	Ltbp3	Ltf	Ly6d	Ly6e	Maff	Mafk	Map1lc3a	Mapk3	Mbd3	Mcl1	Mfge8	Mia	Midn	Mknk2	Mlph	Mtarc2	Mtch1	Myh14	Ndel1	Nfib	Nfix	Nfkbiz	Nherf1	Nherf2	Nop53	Nr4a1	Nrtn	Ntn1	Oaz1	Oaz2	Ociad1	Ogfrl1	Pam	Pbx1	Pbxip1	Pcf11	Pdcd4	Pde4b	Pdia3	Pdk4	Pdlim1	Pdlim3	Peli1	Per1	Perp	Piezo2	Pim1	Pim3	Pkp4	Plk3	Plscr1	Ppp1r10	Ppp3ca	Prelp	Prrc2a	Ptma	Ptms	Ptov1	Pxdc1	R3hdml	Ralgds	Rbm3	Rela	Rheb	Rhob	Rhoj	Ring1	Rnf10	Rp9	Rpl13a	Scp2	Selenop	Selenow	Serinc3	Sertad1	Sf3b2	Sfn	Sfpq	Sgk1	Shisa5	Sik1	Skil	Slc29a1	Slc5a5	Slc66a2	Slc7a2	Slpi	Smagp	Smim14	Snhg9	Socs2	Spr	Sprr1a	Srxn1	Ssbp4	Stc2	Syne4	Tagln2	Tap2	Tcf7l2	Timp2	Timp3	Tle5	Tmed3	Tmed9	Tmem160	Tmem176a	Tmem176b	Tmem254	Tnfrsf21	Tnrc6b	Tob1	Tob2	Tppp3	Tra2b	Trf	Trib1	Trp53inp1	Trps1	Tsc22d1	Tspan17	Tspan8	Ubb	Ube2b	Ube2e3	Ube2s	Upk3a	Usp2	Vamp2	Vamp8	Vars	Vasn	Wfdc2	Wsb1	Xbp1	Ybx1	Ythdc1	Zc3h12a	Zfp36	Zfp36l2
TABULA_MURIS_SENIS_MAMMARY_GLAND_MACROPHAGE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_MACROPHAGE_AGEING	Ahnak	Anxa2	App	Arl6ip5	Atp1a1	Atp5k	Btg2	Capg	Ccl5	Ccl6	Ccr2	Cirbp	Cotl1	Crip1	Csf2ra	Cxcl14	Dbi	Dok2	Dusp1	Ear2	Ecm1	Fgfr1	Fis1	Flna	Fn1	Fos	Fosb	Fus	Gda	Gnai2	Gpx1	Gpx3	Grcc10	Gsn	H2-D1	Ier2	Ifitm6	Igfbp6	Jund	Klf2	Klf4	Krt14	Lamtor4	Lpl	Lyz1	Lyz2	Man2b1	Mbnl1	Mcub	Mrpl33	Mt2	Myl6	Ndufa11	Nkg7	Nrp1	Pdia3	Pfn1	Pi16	Pirb	Pon2	Prdx5	Prr13	Ptprc	Pycard	Rer1	Retnla	Rps28	S100a10	S100a13	S100a4	S100a6	Sfn	Sgms1	Shisa5	Thbs1	Tln1	Tmem50a	Tppp3	Tram1	Uqcrc1	Wfdc18	Zyx
TABULA_MURIS_SENIS_MAMMARY_GLAND_STROMAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_STROMAL_CELL_AGEING	Abca8a	Ablim1	Ackr3	Actb	Adamts5	Add3	Adprh	Ahnak	Akr1a1	Anapc11	Angptl2	Anp32a	Anpep	Anxa1	Anxa3	Apoe	App	Arf5	Arid5a	Atf3	Atox1	Atp5j	Atp5j2	Atp5k	Bcl7c	Bloc1s1	Blvrb	Bnip3l	Bsg	Btg2	C1qtnf1	C1s1	C3	C4b	Calm1	Calm3	Camk2n1	Capg	Cavin1	Cavin3	Cbx3	Ccl11	Ccl19	Cd248	Cd34	Cd47	Cd55	Cd81	Cd9	Cdk2ap2	Cdkn1a	Cebpd	Cfb	Chmp2a	Cirbp	Clec3b	Cnpy2	Col4a1	Comt	Cope	Cox14	Cpq	Creb5	Crip1	Crip2	Crtap	Cst3	Ctbp1	Ctdsp1	Ctdsp2	Cuta	Cxcl14	Cyba	Cygb	Dbn1	Dcn	Dctn3	Ddah2	Ddost	Ddx5	Dmkn	Dpep1	Dpm3	Dpt	Dpysl2	Drap1	Dusp1	Dynlrb1	Ecm1	Efhd1	Egr1	Ehd2	Eln	Elob	Emilin2	Emp3	Entpd2	Etfa	Etfb	Fbln1	Fbln2	Fbln7	Fbn1	Fcgrt	Fhl1	Fis1	Fkbp2	Fkbp8	Fndc1	Fos	Fosb	Fuca1	Fus	Fxyd1	Fxyd5	Gas6	Gm2a	Gnai2	Gnb2	Gngt2	Gpnmb	Gpx3	Gpx4	Grcc10	Grn	Gsn	Gstm1	Gstt1	H2-D1	H2-K1	H2az2	Hcfc1r1	Hexa	Hint1	Hmgb1	Hmgn2	Hsd11b1	Hspg2	Htra3	Iah1	Id3	Ier2	Ifitm2	Ifngr1	Igfbp4	Igfbp5	Igfbp6	Il11ra1	Inmt	Irf1	Itgb5	Itm2b	Jun	Junb	Jund	Kdm6b	Klf2	Klf4	Klf6	Krtcap2	Lamp1	Lamtor4	Lasp1	Lgals1	Loxl1	Lpar1	Lrp1	Lrrn4cl	Lsp1	Ly6a	Ly6c1	Lysmd2	Map3k8	Mapk3	Marcks	Mcl1	Mcrip1	Mfap5	Mgst1	Mmp23	Mpc2	Mrpl23	Mrpl33	Mrps21	Ms4a4d	Mtarc2	Mtch1	Mxra7	Mxra8	Myadm	Myl12b	Myoc	Naxe	Nbl1	Ndn	Ndufa11	Ndufa13	Ndufa3	Ndufa4	Ndufa5	Ndufa8	Ndufb10	Ndufb4	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufs6	Ndufs7	Ndufv3	Nenf	Nfia	Nfib	Nfic	Nfix	Nfkbiz	Nr4a1	Ntrk2	Nucb1	Ogn	Osr2	Ostc	Pam	Park7	Pcolce	Pcolce2	Pdia3	Pdlim2	Pi16	Pink1	Pla1a	Plac9	Pltp	Plxdc2	Ppib	Ppp1ca	Prdx4	Prelp	Prnp	Prrx1	Prss23	Ptges	Ptms	Ptov1	Rabac1	Ramp2	Rarres2	Rbm3	Rbms1	Rer1	Rex1bd	Rhob	Rnase4	Rnf10	Romo1	Rpn2	Rps28	S100a1	S100a11	S100a13	S100a16	S100a6	Sbsn	Scara3	Scara5	Scp2	Sdc2	Sec61b	Selenom	Selenop	Selenow	Serpine1	Serpinf1	Serping1	Sertad1	Sfn	Sgce	Slc43a3	Slit3	Smim10l1	Smim11	Smim14	Smoc2	Smpd3	Smpdl3a	Socs3	Sod3	Sparcl1	Spon2	Sri	Srp14	Srsf5	Steap4	Swi5	Tcf4	Tgfbr2	Tgfbr3	Thbd	Timp2	Timp3	Tle5	Tmed10	Tmed3	Tmem100	Tmem134	Tmem147	Tmem160	Tmem219	Tmem254	Tmem256	Tmem50a	Tnfaip2	Tnfsf12	Tnxb	Tomm7	Tppp3	Tprgl	Triobp	Tsc22d3	Tsen34	Tspan3	Tspo	Tuba1a	Tuba1b	Txnip	Ubl5	Uqcc2	Uqcr11	Vkorc1	Ypel3	Zfp36	Zfp36l1	Zfp385a
TABULA_MURIS_SENIS_MAMMARY_GLAND_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_T_CELL_AGEING	1810037I17Rik	AW112010	Actb	Actr2	Actr3	Adgre5	Ahnak	Akr1a1	Aldoa	Anapc11	Anapc13	Antkmt	Anxa11	Anxa2	Anxa5	Anxa6	Apobec3	Apoe	Arf4	Arf6	Arhgap31	Arhgap9	Arhgdia	Arhgdib	Arl2bp	Arl6ip5	Arpc1b	Arpc2	Arpc4	Arpc5	Atf3	Atox1	Atp2b1	Atp5c1	Atp5d	Atp5e	Atp5g1	Atp5h	Atp5j	Atp5j2	Atp5k	Atp5l	Atp5md	Atp6v0e	Atp6v1f	Atpif1	Avpi1	B2m	B4galnt1	BC031181	Bax	Bcl2	Bcl2a1b	Bcl2a1d	Bhlhe40	Bloc1s1	Bola2	Brk1	Bscl2	Bsg	Btg2	Calm1	Calm2	Calm3	Capg	Capns1	Capzb	Cbx3	Ccdc107	Ccdc12	Ccl4	Ccl5	Ccnd2	Ccnd3	Ccr2	Cd28	Cd37	Cd3e	Cd3g	Cd44	Cd47	Cd48	Cd52	Cd6	Cd69	Cd7	Cd82	Cd8a	Cd8b1	Cdc37	Cdc42	Cdk2ap2	Cdk4	Cdkn1a	Cebpb	Celf2	Cenpx	Cfl1	Chmp2a	Ciao2a	Cirbp	Clec2d	Clic1	Cmtm7	Cnn2	Comt	Cops9	Coro1a	Cotl1	Cox14	Cox17	Cox5a	Cox5b	Cox6a1	Cox6b1	Cox6c	Cox7a2	Cox7b	Cox7c	Cox8a	Crip1	Crlf2	Csrnp1	Cst3	Cst7	Ctla2a	Ctsb	Ctsd	Ctss	Ctsw	Cuta	Cxcr4	Cxcr6	Cyba	Cyc1	D16Ertd472e	D8Ertd738e	Dad1	Dap	Dbi	Dbnl	Dcn	Ddost	Ddx3x	Ddx5	Dnajc15	Dnajc19	Dok2	Dpm3	Drap1	Dusp1	Dusp2	Ech1	Edf1	Efhd2	Egr1	Elob	Emc10	Emd	Emp3	Ergic3	Esyt1	Etfb	Evl	F2r	Fcer1g	Fgl2	Fis1	Fkbp3	Fkbp8	Flna	Fos	Fosb	Fuca1	Furin	Fus	Fxyd5	Fyn	Gabarap	Gabarapl2	Gadd45b	Gata3	Gem	Gimap4	Glipr1	Glipr2	Glrx	Gm2a	Gmfg	Gnai2	Gnas	Gnb1	Gnb2	Gng10	Gng2	Gpr183	Gpsm3	Gpx1	Gpx3	Grcc10	Gsn	Gstp1	H1f2	H2-Aa	H2-D1	H2-K1	H2-T23	H2aj	H2az1	H3f3b	Hcls1	Hcst	Hilpda	Hmgb1	Hmgb2	Hnrnpa2b1	Hnrnpa3	Hnrnpd	Hnrnpm	Hsd11b1	Hsd17b8	Hsp90b1	Hspa5	Hypk	Icos	Id2	Ier2	Ier5	Ifi27	Ifitm2	Ifitm3	Ikzf3	Il18r1	Il2rb	Il2rg	Il7r	Impact	Iqgap1	Itgal	Itgb1	Itgb2	Itgb7	Itm2b	Itm2c	Jpt1	Jun	Junb	Jund	Kctd12	Kdm6b	Klf4	Klf6	Klrd1	Klrk1	Krt14	Krtcap2	Lamp1	Lamtor2	Lamtor4	Laptm5	Lat	Lbh	Lcp1	Lgals1	Lgals3	Lime1	Lmna	Lmo4	Lpxn	Lrrfip1	Lsm4	Lsm5	Lsm7	Lsp1	Ltb	Ly6a	Ly6c2	Ly6e	Macroh2a1	Malat1	Marcksl1	Micos10	Micos13	Mlf2	Mrpl23	Mrpl33	Mrpl52	Mrps14	Mrps21	Ms4a4b	Msn	Mt1	Mt2	Myh9	Myl12a	Myl12b	Myl6	Myo1g	Nabp1	Ndufa1	Ndufa11	Ndufa12	Ndufa13	Ndufa3	Ndufa4	Ndufa7	Ndufa8	Ndufb10	Ndufb11	Ndufb2	Ndufb3	Ndufb7	Ndufb8	Ndufc1	Ndufs6	Ndufs7	Ndufv3	Neat1	Nedd8	Nfkbia	Nfkbid	Nfkbiz	Nherf1	Nkg7	Nme1	Nop10	Nr4a1	Nr4a2	Nt5c	Oaz1	Odc1	Ost4	Ostf1	Pabpn1	Park7	Pcbd2	Pdcd4	Pdia3	Pebp1	Pet100	Pfdn5	Pfn1	Pgls	Pglyrp1	Pigp	Pkm	Pkp3	Plaat3	Plekhj1	Polr2f	Polr2l	Pomp	Ppib	Ppp1ca	Ppp1r11	Ppp1r12a	Ppp1r14b	Ppp1r18	Prdx5	Prr13	Psap	Psma1	Psmb1	Psmb10	Psmb2	Psmb3	Psmb8	Psmb9	Psme1	Psme2	Ptms	Ptp4a2	Ptpn6	Ptprc	Ptprcap	Pttg1	Pxdc1	Pycard	R3hdm4	Rac2	Ramp1	Rbm3	Reep5	Rex1bd	Rexo2	Rgs1	Rgs2	Rheb	Rnaseh2c	Rnaset2b	Rnf187	Rnf19b	Rnh1	Romo1	Rpn2	Rps27l	Rps28	S100a10	S100a11	S100a13	S100a4	S100a6	Scand1	Scp2	Sdhb	Sec11c	Sec61b	Sec61g	Selenoh	Selenop	Selenow	Selplg	Sem1	Sema4a	Serf2	Serinc3	Serpinb6b	Serpinb9	Sf3b5	Sfn	Sh2d2a	Sh3bgrl3	Shisa5	Sit1	Skap1	Sla	Slc25a4	Slc3a2	Smim14	Smpdl3a	Snhg15	Snhg8	Snrpd2	Snrpd3	Sp110	Spcs1	Spint2	Spn	Sptssa	Sri	Srrm2	Srsf5	Ssbp4	Ssr4	Ssrp1	Ssu72	Stmp1	Sub1	Suclg1	Swi5	Taf10	Tagap	Tagln2	Taldo1	Tap2	Tapbp	Tbc1d10c	Tecr	Thy1	Timp2	Tle5	Tln1	Tma7	Tmbim6	Tmem134	Tmem160	Tmem176a	Tmem176b	Tmem256	Tmem258	Tmem50a	Tmsb4x	Tnfaip3	Tnfaip8	Tnfrsf1b	Tob2	Tomm6	Tomm7	Tpm3	Tpst2	Tram1	Trappc6a	Trir	Trmt112	Tspo	Txn1	Txnip	Tyrobp	Ubc	Ube2i	Ubl3	Ubl5	Ucp2	Uqcc2	Uqcr10	Uqcr11	Uqcrb	Uqcrq	Vamp8	Vars	Vasp	Vim	Vps28	Wdr1	Wipf1	Xcl1	Xist	Ywhaq	Ywhaz	Zap70	Zfp36l1	Zfp36l2	Zyx
TABULA_MURIS_SENIS_MARROW_BASOPHIL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_BASOPHIL_AGEING	Gtf2h5	Lcn2	S100a8	S100a9	Wfdc21
TABULA_MURIS_SENIS_MARROW_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING	Anp32a	Atm	Atp10d	Atxn2	Baz1a	Bcl9l	Cd3g	Cfl1	Chaserr	Cycs	Eno1b	Flicr	Fth1	Fxyd5	Gramd3	Itch	Itk	Lag3	Lfng	Lime1	Ltf	Ndufa13	Oaz1	Pfn1	Prpf4b	Prr13	Psmb8	Ptma	Ptprcap	Retnlg	Rnaset2b	Rpl13a	Senp6	Snrpc	Thy1	Tmsb10	Ubald2	Ubb	Ubb-ps	Wipf1	Xpot
TABULA_MURIS_SENIS_MARROW_EARLY_PRO_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_EARLY_PRO_B_CELL_AGEING	Bsg	Dnaja1	Etfb	Snn	Tmsb10
TABULA_MURIS_SENIS_MARROW_ERYTHROBLAST_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_ERYTHROBLAST_AGEING	Abcg2	Aldoa	Apol11b	Arhgdib	Arl6ip1	Asns	Atf4	Atp5b	Baz1b	Bub3	Calm1	Calr	Camp	Car1	Ccdc34	Cd52	Cdk1	Cenpe	Cenpf	Chil3	Cldn13	Clic1	Cox4i1	Cox6b2	Crip1	Crip2	Cyba	Cycs	Dbi	Eef1a1	Eef1b2	Eef1g	Eef2	Eif2s2	Eif3c	Eif3e	Eif3i	Eif4ebp1	Eif5	Eif5b	Erdr1x	Esco2	Ezh2	Fau	Fbxo5	Fcer1g	Gadd45gip1	Gapdh	Gstm5	H1f3	H1f4	H1f5	H2-D1	H2ac8	Hint1	Hp	Hsp90aa1	Hsp90ab1	Ifitm2	Ifitm6	Jchain	Knl1	Kpna2	Lcn2	Ldha	Ltf	Luc7l3	Lyz2	Malat1	Med13l	Mthfd2	Naca	Nars	Ncapd3	Ncl	Ngp	Nme1	Npm1	Pafah1b1	Park7	Pbrm1	Pclaf	Pglyrp1	Pgp	Pim1	Pkm	Ppia	Ppig	Prc1	Prdx1	Prdx4	Prpf4b	Prxl2a	Psma7	Psmb2	Rack1	Rbm39	Retnlg	Rexo2	Rpl10	Rpl10a	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl15	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl22l1	Rpl23	Rpl24	Rpl27	Rpl27a	Rpl29	Rpl3	Rpl32	Rpl35	Rpl36	Rpl36a	Rpl36al	Rpl37	Rpl37a	Rpl38	Rpl4	Rpl41	Rpl5	Rpl6	Rpl7	Rpl7a	Rpl8	Rpl9	Rplp0	Rplp1	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps15a	Rps16	Rps17	Rps18	Rps19	Rps2	Rps20	Rps23	Rps24	Rps25	Rps27a	Rps28	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps8	Rps9	Rpsa	Rsrp1	S100a11	S100a6	S100a8	S100a9	Sh3bgrl3	Slc3a2	Slpi	Smc1a	Smc2	Smc4	Smc6	Snrpa1	Son	Srrm1	Srsf11	Tfrc	Tmem234	Tmsb10	Tmsb4x	Top2a	Tpr	Tspo	Tyrobp	Ube2c	Wfdc21	Zbtb7a
TABULA_MURIS_SENIS_MARROW_GRANULOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_GRANULOCYTE_AGEING	Alox5ap	Anxa2	Arpc1b	Arpc3	Arrb2	B2m	Calm1	Camp	Ccl6	Cd52	Cd63	Cd9	Cdk2ap2	Cebpd	Cebpe	Cfl1	Clic1	Coro1a	Cotl1	Cyba	Emp3	Fcer1g	Fpr2	Fxyd5	Gapdh	Gmfg	H2-D1	H2-K1	H3f3b	Hp	Ifitm2	Jchain	Klf2	Lamtor4	Lcn2	Lgals3	Lrg1	Lsp1	Malat1	Mrgpra2b	Myl6	Ngp	Orm1	Pfn1	Pglyrp1	Pkm	Prdx5	Prr13	Rbm3	Retnlg	Rpl10	Rpl13a	Rps18	Rps3	Rps9	Rsrp1	S100a11	S100a6	S100a8	S100a9	Slpi	Spi1	Tmsb4x	Tspo	Tyrobp
TABULA_MURIS_SENIS_MARROW_GRANULOCYTE_MONOCYTE_PROGENITOR_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_GRANULOCYTE_MONOCYTE_PROGENITOR_CELL_AGEING	0610010K14Rik	1810009A15Rik	5031439G07Rik	AW112010	Acbd6	Acot8	Adrm1	Akap8	Akt1s1	Anp32b	Ap2s1	Apbb1ip	Apoe	Arhgdia	Arpc3	Arrb2	Atic	Atp5g2	Atp5g3	B2m	Babam1	Bad	Bcl2l12	Bcl7c	Brd3	Brk1	Bsg	Ccdc124	Cdk11b	Cebpe	Cenpv	Cfap298	Cfl1	Chchd10	Chchd4	Chd4	Chrac1	Cirbp	Crlf2	Cryl1	Csnk2b	Ctdnep1	Czib	Dhrs4	Drap1	Eef2kmt	Egfl7	Eif3k	Eif4e2	Elof1	Emc10	Endog	Eno1b	Etfb	Exosc5	Exosc6	Fam104a	Fdx2	Fkbp3	Fkbp8	Fth1	Ftl1	Fxyd5	Gadd45gip1	Gar1	Gga1	Gm6981	Gpx4	Grb2	Gstt3	H2-Aa	H2-Ab1	H2-DMa	H2-Eb1	H2-Q6	H2ax	Haus7	Hmg20b	Hmga1	Ifitm2	Ift27	Ino80b	Ino80e	Jund	Kdm6b	Lamtor1	Lamtor4	Lmo2	Lsm2	Ly6c1	Lyl1	Lypla2	Malsu1	Map1lc3a	Mea1	Mospd3	Mri1	Mrpl58	Naa80	Nabp2	Nfkbib	Npm3	Nr2c2ap	Nsd1	Nt5c3b	Nubp1	Nudt16l1	Oaz1	Park7	Pebp1	Pfdn6	Pfn1	Pin1	Pkig	Plekhj1	Pold4	Polr3gl	Ppp1r35	Ppp1r8	Prr13	Psmb6	Psmb8	Psmc2	Psme1	Ptma	Rab4b	Rabl6	Rbm10	Rbm3	Rdh13	Reep5	Rheb	Rnf126	Rp9	Rpl13	Rpl13a	Rpl14	Rps7	Ruvbl1	Rwdd1	Sac3d1	Scand1	Sdhc	Sdr39u1	Selenom	Setd5	Sf3b2	Sf3b4	Sgf29	Shisa5	Smarcb1	Smco4	Snrpa	Snrpc	Spacdr	Spc24	Spi1	Spr	Ssbp4	Stmn1	Swi5	Szrd1	Ten1	Tex261	Timm17b	Tle5	Tmed9	Tmem160	Tmsb10	Tomm6	Trappc6a	Tspo	Ubald1	Ubb-ps	Ube2k	Ube2m	Ubl7	Uvssa	Vps72	Was	Wdtc1	Yif1a	Yipf3	Zfp414	Zfpl1	Znhit1
TABULA_MURIS_SENIS_MARROW_GRANULOCYTOPOIETIC_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_GRANULOCYTOPOIETIC_CELL_AGEING	1810037I17Rik	AA467197	Alas2	Alox5ap	Anxa1	Anxa2	Ap3s1	Apoe	Arf5	Arhgdib	Arl6ip1	Arrb2	Atpif1	Birc5	Blvrb	Bsg	Camp	Car2	Ccdc34	Cd177	Cd52	Cd63	Cd9	Cdca3	Cdca8	Cdk1	Cdkn2d	Cebpd	Cebpe	Chil3	Cks2	Clec12a	Clec4a2	Cpne3	Cyba	Cybb	Dstn	Elane	Emp3	Fcer1g	Fcnb	Fth1	Ftl1	Fxyd5	Glrx5	Gpsm3	Gpx1	Gpx4	Grina	Gsr	Gypa	H2-Aa	H2-Eb1	H2ac23	H2ax	Hcst	Hmbs	Hp	Ifitm2	Ifitm3	Ifitm6	Jchain	Lamtor4	Lcn2	Lgals3	Lrg1	Ltb4r1	Ltf	Ly6c2	Lyz1	Lyz2	Malat1	Mcemp1	Ms4a3	Msrb1	Ncf4	Nfe2	Ngp	Nusap1	Orm1	Pglyrp1	Pgp	Prdx2	Prdx5	Prtn3	Reep5	Retnlg	Rgcc	S100a11	S100a6	S100a8	S100a9	Serpinb1a	Slpi	Smc2	Spc25	Spi1	Tmed3	Trem3	Tspo	Tuba1c	Tuba4a	Tyrobp	Ube2c	Ube2l6	Vamp8	Wfdc21
TABULA_MURIS_SENIS_MARROW_HEMATOPOIETIC_PRECURSOR_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_HEMATOPOIETIC_PRECURSOR_CELL_AGEING	4930523C07Rik	AW112010	Aldoa	Alox5ap	Anxa1	Anxa2	B2m	Bcl2a1b	Btg1	Camp	Capns1	Ccl5	Ccl6	Cd2	Cd24a	Cd3d	Cd3e	Cd3g	Cd52	Cd74	Cd82	Cd8b1	Cd9	Cdk2ap2	Chil3	Cnn2	Ctsb	Cyba	Dstn	Fau	Gabarap	Gimap3	Gimap4	Gimap7	Glrx	Gpsm3	Grina	Gsr	H2-Aa	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2-Q4	Hcst	Hp	Id2	Ifitm6	Itgb2	Itm2b	Itm2c	Lat	Lck	Lcn2	Lgals3	Lime1	Lsp1	Ltb	Ltf	Ly6a	Lyz1	Lyz2	Malat1	Map1lc3b	Ms4a4b	Ms4a6b	Msrb1	Ngp	Nkg7	Ostf1	Pfdn5	Pglyrp1	Prdx5	Prr13	Ptpn18	Rabac1	Rac2	Retnlg	Rnasek	Rsrp1	S100a11	S100a4	S100a6	S100a8	S100a9	Saraf	Sat1	Serpina3g	Sh2d1a	Shisa5	Slfn2	Slpi	Thy1	Tmbim6	Tmem254	Tmsb4x	Tnfrsf18	Tspo	Tyrobp	Vasp	Vsir	Wfdc21	Xcl1
TABULA_MURIS_SENIS_MARROW_HEMATOPOIETIC_STEM_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_HEMATOPOIETIC_STEM_CELL_AGEING	1110004F10Rik	1110038F14Rik	2210016L21Rik	2510002D24Rik	Aamp	Aarsd1	Abcg1	Abhd11	Acd	Acot8	Adrm1	Ahsa1	Aimp1	Ak2	Akr1a1	Akt1s1	Alad	Aldh1a1	Aldoa	Alox5ap	Anp32b	Anp32e	Anxa5	Ap1s1	Ap2s1	Ap3s1	Apbb1ip	Apex1	Apoe	Arhgdia	Arl2	Arl6ip4	Arl6ip5	Arpc1b	Arpc3	Arpc4	Arpc5l	Asf1b	Atg101	Atp5c1	Atp5d	Atp5g2	Atp5g3	Atp5o	Atp5pb	Atp6v0b	Atp6v0c	Atp6v0e	Atp6v1d	Aup1	B2m	BC004004	BC005624	BC029722	BC031181	Babam1	Bad	Basp1	Batf	Bcap31	Bcat2	Bccip	Bcl2l12	Bcl7c	Blvrb	Bnip3l	Bri3bp	Brix1	Brk1	Bsg	Bst2	Bub3	Bud23	C1d	C1qbp	C1qtnf12	Calm1	Calm2	Capg	Capzb	Car1	Car2	Cavin1	Cbx1	Ccdc124	Ccdc85b	Ccnd2	Cd63	Cd74	Cd79b	Cd9	Cdc123	Cdc37	Cdc42ep3	Cdk2ap2	Cdkn1c	Cdkn2d	Cfdp1	Cfl1	Chchd10	Chchd2	Chchd4	Chchd6	Chmp2a	Chrac1	Ciao2a	Ciapin1	Cirbp	Clic1	Clpp	Cltb	Clu	Cnpy2	Commd7	Comt	Cope	Cops5	Copz1	Coq9	Cotl1	Cox5a	Creg1	Creld2	Crlf2	Csf2ra	Csn3	Csnk2b	Cst3	Ctsb	Ctsg	Ctsl	Ctsz	Cuedc2	Cuta	Cyb5a	Cyba	Cyc1	Dcps	Dctn3	Ddah2	Ddhd2	Ddrgk1	Ddx39a	Dgcr6	Dhrs4	Dnajb1	Dnajc3	Dnajc8	Dnajc9	Dnph1	Dohh	Dok1	Drap1	Dtd1	Dtd2	Dtymk	Dusp1	E2f4	Ebna1bp2	Ece1	Ech1	Eef1d	Egfl7	Egr1	Eif2b4	Eif3f	Eif3g	Eif3h	Eif3i	Eif3k	Eif3m	Eif4ebp1	Eif5a	Eif6	Elof1	Elovl1	Emc10	Emc4	Emc7	Emd	Emg1	Eno1	Eno1b	Erh	Eri3	Erp29	Esam	Esd	Etfb	Exosc5	Exosc7	Exosc8	F11r	Faap20	Fam104a	Fam98c	Fbl	Fbxo6	Fdps	Fkbp2	Fkbp3	Fkbp8	Fos	Fosb	Frat1	Fth1	Ftl1	Fxn	Fxyd5	Fyb	G6pc3	Gabarapl1	Gadd45gip1	Galk1	Gar1	Gata3	Gatd1	Gatd3a	Gclm	Gdf3	Gfi1b	Gipc1	Glipr1	Glrx3	Gm4951	Gnb1	Gng10	Gng11	Gp9	Gpx4	Grina	Grpel1	Gstm1	Gstm5	Gstp1	Gtf2a2	Gtf3a	Guk1	H13	H1f0	H2-Aa	H2-Ab1	H2-D1	H2-DMa	H2-DMb1	H2-Eb1	H2-K1	H2-M3	H2-Q6	H2-T23	H2ax	H3f3b	Hacd4	Hdgf	Hmbs	Hmg20b	Hmgb3	Hmgn2	Hmox2	Hpf1	Hscb	Hsd17b10	Hsd3b7	Htra2	Icam2	Idh3g	Ier2	Ier3	Ifi35	Ifi47	Ifitm2	Ift27	Igtp	Il11ra1	Inka1	Ino80b	Ino80e	Isg20	Isyna1	Itm2c	Jtb	Jun	Junb	Jund	Kdelr1	Kdm6b	Khk	Klf13	Klf6	Kmt2b	Krt18	Lamtor1	Lamtor4	Laptm4a	Lat	Ldha	Lgals9	Limd2	Lman2	Lmo2	Lmo4	Lrpap1	Lrrc8a	Lsm2	Lsm4	Lxn	Ly6a	Lyar	Lyl1	Lyz2	Macrod1	Manbal	Manf	Map1lc3a	Map1lc3b	Map2k2	Maz	Mcrip1	Mdh1	Mdh2	Mif4gd	Mlf2	Mospd3	Mpc1	Mpc2	Mpdu1	Mri1	Mrpl12	Mrpl16	Mrpl17	Mrpl2	Mrpl22	Mrpl28	Mrpl38	Mrpl41	Mrpl58	Mrps10	Mrps11	Mrps12	Mrps18a	Mrps18b	Mrps26	Mrto4	Mt1	Mtarc2	Mtch2	Mvb12a	Myct1	Mydgf	Myl10	N6amt1	Naa10	Naa80	Nabp2	Ndn	Ndufa10	Ndufa12	Ndufa8	Ndufa9	Ndufs2	Ndufs3	Ndufs7	Ndufv2	Necap2	Nfic	Nfkbia	Nfkbib	Nfkbiz	Nfu1	Ngdn	Nhp2	Nme1	Nop16	Nop53	Nosip	Npc2	Npdc1	Npm1	Npm3	Nr2c2ap	Nrgn	Nt5c3	Nt5c3b	Ntmt1	Nubp1	Nubp2	Nudc	Nudt16l1	Nudt3	Nudt9	Oard1	Oaz1	Orai1	Ormdl3	Ostc	Ostf1	Park7	Parl	Pdlim1	Pdlim7	Pdrg1	Pdzk1ip1	Pebp1	Peg12	Pfdn1	Pfdn6	Pfn1	Pgls	Pgp	Phb	Phb2	Pih1d1	Pim1	Pin1	Pkig	Plekhj1	Plin3	Plscr1	Pmf1	Pold2	Pold4	Polr2e	Polr2g	Polr3gl	Pomp	Ppa1	Ppib	Ppic	Ppie	Ppif	Ppig	Ppil1	Ppp1ca	Ppp1r11	Ppp1r15a	Ppp1r35	Ppp4c	Pqbp1	Prdx1	Prdx5	Prdx6	Prelid1	Prelid3b	Prkag1	Prr13	Prtn3	Psma2	Psma3	Psma5	Psma6	Psma7	Psmb10	Psmb2	Psmb4	Psmb6	Psmb8	Psmb9	Psmc1	Psmc2	Psmc3	Psmc4	Psmc5	Psmd11	Psmd12	Psmd13	Psmd14	Psmd4	Psmd7	Psmd8	Psme1	Psme2	Psmg1	Ptma	Ptms	Ptp4a2	Ptpn1	Ptprcap	Pycrl	Qtrt1	Rab38	Rab4b	Rab5if	Rabac1	Rabepk	Rack1	Ranbp1	Rbfa	Rbm25	Rbm26	Rbm3	Rbm38	Rbm42	Rchy1	Rdh13	Rexo2	Rfc2	Rfc4	Rgs1	Rnaset2b	Rnf125	Rnf181	Rpl13	Rpl13a	Rpl14	Rpl3	Rpl4	Rpl5	Rpl6	Rplp0	Rps3	Rps3a1	Rps7	Rpsa	Rrp1	Rrp15	Ruvbl2	S100a1	S100a6	S1pr4	Sac3d1	Samm50	Sarnp	Sat1	Sbds	Scamp3	Scand1	Sdf2l1	Sdf4	Sdhc	Sdhd	Sdsl	Sec11a	Sec13	Selenok	Selenos	Selenow	Selp	Serbp1	Serpina3g	Serpinb1a	Sf3b2	Sf3b4	Sfxn1	Sgf29	Shfl	Shisa5	Sin3b	Skic8	Slc25a3	Slc25a4	Slc25a5	Slc48a1	Smarcb1	Smco4	Smim14	Smim20	Smim30	Smim5	Snrnp70	Snrpa	Snrpa1	Snrpb	Snrpc	Sod2	Spag7	Sparc	Spc24	Spcs2	Spi1	Spint2	Spn	Spr	Srgn	Srm	Srsf5	Srsf9	Ssbp4	Ssna1	Ssr2	Ssr4	Ssu72	Stk16	Stmn1	Stoml2	Stub1	Stxbp4	Sult1a1	Sumo1	Sumo3	Swi5	Syf2	Syngr2	Szrd1	Taf9	Tagln2	Tamm41	Tbcb	Tecr	Tex261	Tgm2	Thoc3	Thoc7	Timm44	Timm50	Tipin	Tk1	Tle5	Tm2d2	Tm2d3	Tmbim4	Tmco1	Tmed1	Tmed10	Tmed3	Tmed9	Tmem11	Tmem14c	Tmem160	Tmem176a	Tmem176b	Tmem208	Tmem219	Tmem222	Tmem234	Tmem242	Tmem250-ps	Tmem40	Tmem50a	Tmem9	Tmem97	Tmsb10	Tmsb4x	Tomm40	Tomm6	Trappc3	Trappc4	Trappc6a	Trim47	Trir	Trp53	Tsc22d1	Tsfm	Tsn	Tspan4	Tspo	Tssc4	Tuba1c	Tuba4a	Tubb4b	Twf1	Txn2	Tyms	U2af1	Ubald1	Ubb	Ubb-ps	Ube2e1	Ube2k	Ube2l3	Ube2l6	Ube2m	Ube2v1	Ubl7	Ubxn1	Uchl5	Uck2	Unc119	Uqcrc1	Urod	Vamp5	Vamp8	Vkorc1	Vmp1	Vps29	Vps72	Vti1b	Wbp2	Wdr18	Wdr74	Wdr83os	Xist	Ybx1	Yeats4	Yif1a	Yif1b	Yju2	Ypel3	Zfand2b	Zfp36	Zfp414	Zfpl1	Zg16	Zmat5	Znhit1
TABULA_MURIS_SENIS_MARROW_IMMATURE_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_IMMATURE_B_CELL_AGEING	Abcg2	Abhd17a	Abhd5	Alad	Alox5ap	Anp32b	Anp32e	Ap2s1	Arf5	Arhgdia	Arpc1b	Arpc3	Arpp19	Atf4	Atp5d	Atp5h	Atpif1	Aurkaip1	Bcl2l1	Blvrb	Bsg	Bud31	Calm1	Calr	Capg	Car2	Cct7	Cd52	Cd9	Cdc37	Cdk2ap2	Cdkn2d	Cers2	Cfl1	Chchd10	Chchd2	Chmp2a	Cldn13	Clec4a2	Clic1	Clic4	Comt	Cope	Cotl1	Cox4i1	Cox5a	Cox5b	Csnk2b	Cst3	Cyba	Cyc1	Dbi	Dctn3	Ddx39a	Dnajc8	Dok3	E2f2	Ech1	Eef1d	Eif3f	Eif3i	Eif3k	Eif4e2	Eif5a	Elob	Elovl1	Emc10	Emp3	Erh	Ethe1	Fam104a	Fau	Fkbp2	Fkbp8	Fpr2	Fth1	Gnb1	Gpx4	Gypa	H2-Ab1	H2-D1	H2ac6	H2az1	H3f3b	Hcls1	Hint1	Hmbs	Hp	Idh3g	Ifitm1	Ifitm2	Imp4	Jchain	Jund	Lamtor1	Lamtor2	Lamtor4	Lcn2	Lgals3	Limd2	Lmo4	Lrg1	Lsm4	Ltb	Ltb4r1	Lyl1	Manf	Map2k2	Mpst	Mrgpra2b	Mrpl20	Mrpl51	Mthfd2	Myl6	Ndufa11	Ndufb7	Ndufb8	Ndufb9	Necap2	Ngp	Nherf1	Npc2	Pdap1	Pdzk1ip1	Pfdn6	Pfn1	Pgls	Pglyrp1	Phb2	Phf5a	Pim1	Pkig	Pkm	Pold4	Ppp1r35	Prdx2	Prelid1	Prkab1	Prr13	Psma7	Psmb1	Psmb3	Psmb4	Psmb6	Psmb8	Psmd13	Psmd4	Ptma	Ptp4a3	Ptpn1	Rab24	Raly	Ran	Ranbp1	Rbm3	Rbm42	Rbm8a	Reep5	Rexo2	Rhd	Rnh1	Rpl10	Rpl10a	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl15	Rpl18a	Rpl19	Rpl23a	Rpl28	Rpl29	Rpl3	Rpl32	Rpl35	Rpl41	Rpl6	Rpl7a	Rpl8	Rplp0	Rplp1	Rplp2	Rps10	Rps11	Rps15	Rps18	Rps19	Rps2	Rps24	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps9	Rpsa	Rsrp1	S100a6	S100a9	S1pr4	Scand1	Serpinb1a	Sf3b2	Shisa5	Sin3b	Smdt1	Snrpc	Spacdr	Spag7	Spi1	Supt4a	Swi5	Syf2	Tbcb	Thoc7	Tle5	Tmed9	Tmem160	Tmsb10	Tmsb4x	Tomm6	Tpm3	Tpt1	Tspo	Twf2	Uba52	Ube2k	Ube2l3	Ube2s	Uqcr10	Uqcrh	Urod	Use1	Wfdc17	Ybx1	Znhit1
TABULA_MURIS_SENIS_MARROW_LATE_PRO_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_LATE_PRO_B_CELL_AGEING	AW112010	Adrm1	Aimp1	Akt1s1	Alad	Ap2s1	Arhgdia	Arl6ip4	Arpc1b	Arpc3	Arpp19	Atg101	Atp5d	Atp5h	Atp5l	Atp6v0b	Atp6v1f	Atpif1	Aurkaip1	B2m	BC004004	Babam1	Bbln	Bloc1s1	Blvrb	Bsg	C130026I21Rik	Cacybp	Calm1	Camp	Car2	Ccdc124	Ccnd2	Cd79a	Cdc37	Cdk2ap2	Cfl1	Chchd10	Chmp2a	Cisd3	Col1a1	Cope	Cotl1	Cox4i1	Cox8a	Csnk2b	Cst3	Cuta	Dad1	Dctn3	Dgcr6	Dmac1	Dnajc7	Dok3	Drap1	Dynlrb1	Edem1	Edf1	Eef1b2	Eef1d	Eif3g	Eif3i	Eif3k	Eif6	Elob	Elof1	Emc10	Epcam	Etfb	Exosc5	Fam89b	Fau	Fkbp2	Fth1	Ftl1	Gadd45gip1	Gmfg	Gpx1	Gpx4	Grcc10	Gtf2h5	H2-Aa	H2-M3	H2ac18	H2aj	H2bc4	Hes6	Hint1	Hp	Hsd11b1	Ier3ip1	Ifnar2	Ift27	Igtp	Jtb	Jund	Kcnn4	Klf13	Lamtor2	Laptm4a	Lcn2	Lmo4	Lrp10	Lsm2	Lsm4	Lyz2	Manbal	Map1lc3b	Map2k2	Mea1	Mlf2	Mpc2	Mrpl12	Mrpl17	Mrpl43	Mrpl54	Mrpl57	Mrpl58	Mrps12	Mrps24	Myl12a	Myl6	Nabp2	Naxe	Ndufa13	Ndufa8	Ndufb10	Ndufb11	Ndufb7	Ndufb8	Ndufb9	Ndufs3	Ndufs6	Ndufv3	Necap2	Nedd8	Nfkbib	Ngp	Ninj1	Nme1	Nme2	Nol7	Npc2	Ostf1	Pafah1b3	Park7	Pebp1	Pfdn5	Pfdn6	Pfn1	Pgls	Phb2	Pkm	Plaat3	Plp1	Pold4	Ppp1r11	Ppp1r35	Pqlc3	Prdx5	Prelid1	Prr13	Psma7	Psmb4	Psmb5	Psmb6	Psmb8	Psmd4	Psme1	Psme2	Ptma	Ptpn18	Rabac1	Reep5	Retnlg	Rhoj	Rnaseh2c	Rnasek	Rpl11	Rpl13	Rpl13a	Rpl17	Rpl18	Rpl24	Rpl27	Rpl27a	Rplp1	Rplp2	Rps10	Rps11	Rps14	Rps15	Rps18	Rps3	Rps5	Rps7	Rps8	Rps9	Rrp1	S100a6	S100a8	S100a9	Sar1a	Scand1	Sdc1	Sdc4	Sdhc	Selenok	Selenom	Selenow	Sf3b4	Sin3b	Slc3a2	Slpi	Smdt1	Snrpc	Spi1	Spint2	Srp14	Ssbp4	Ssr4	Stmn1	Stmp1	Swi5	Syf2	Tbcb	Tex261	Tle5	Tm2d2	Tma7	Tmbim4	Tmbim6	Tmed10	Tmem160	Tmem176a	Tmem234	Tmsb10	Tmsb4x	Tomm6	Tpt1	Trp53i11	Tspo	Tssc4	Txn2	Uqcrh	Uqcrq	Vamp8	Ypel3	Zbp1	Znhit1
TABULA_MURIS_SENIS_MARROW_MACROPHAGE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_MACROPHAGE_AGEING	AW112010	Acp1	Aldoa	Anp32b	Anp32e	Anxa2	Ap2s1	Aprt	Arhgdia	Arhgdib	Arpc1b	Atp5d	Atp5g1	Atp6v0b	Atpif1	Bax	Bsg	Calm1	Camp	Ccnd3	Cd24a	Cd52	Cdkn2d	Cfl1	Chchd10	Chil3	Chmp2a	Ciao2a	Cirbp	Clic1	Coro1a	Cox5a	Crip1	Ctsc	Cyba	Cyc1	Cycs	D8Ertd738e	Dbi	Ddx39a	Ddx39b	Degs1	Dmkn	Dtymk	Edf1	Eif2s2	Eif5a	Eif6	Elob	Elof1	Emg1	Emilin2	Emp3	Exosc5	Exosc8	Fam104a	Fcer1g	Fkbp2	Ftl1	Gnb2	H2-DMb1	Hes6	Hnrnpd	Hp	Hsp90aa1	Ifi30	Ifitm1	Ifitm2	Ifitm3	Ifitm6	Jchain	Lamtor4	Lamtor5	Lcn2	Ldha	Lgals3	Lmo4	Lsm4	Ltf	Map2k2	Mcemp1	Mrpl18	Mrpl20	Mrpl42	Mrpl51	Mrpl58	Mrps12	Mrps26	Msrb1	Mtdh	Naa10	Ncf4	Ndufb10	Ndufb9	Ndufs7	Necap2	Ngp	Nhp2	Nr2c2ap	Nubp1	Pabpn1	Parl	Pdap1	Pfn1	Pglyrp1	Pgp	Phb	Phb2	Pim1	Pkm	Ppp1ca	Prdx1	Prelid1	Prr13	Psap	Psma4	Psmb3	Psmb4	Psmb6	Psmb8	Psmc1	Psmc3	Psmd14	Psmd4	Psmd7	Ptma	Ptpn1	Ptpn6	Rab24	Ralbp1	Ranbp1	Rbm3	Reep5	Retnlg	Rpl13	Rpl13a	Rpl14	Rpl18	Rrm2	S100a4	S100a6	S100a8	S100a9	Scand1	Selenom	Siva1	Slfn2	Slpi	Smdt1	Snhg3	Snrpc	Spi1	Srrm2	Srsf9	Ssna1	Syf2	Syngr2	Tbcb	Tex261	Tgfbi	Timm13	Tle5	Tmed3	Tmed9	Tmem14c	Tmem160	Tmem208	Tmsb10	Tmsb4x	Tomm22	Trem3	Tspo	Twf2	Txn2	Ube2m	Ube2s	Wfdc21
TABULA_MURIS_SENIS_MARROW_MATURE_ALPHA_BETA_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_MATURE_ALPHA_BETA_T_CELL_AGEING	1700097N02Rik	1700113A16Rik	1810006J02Rik	2610005L07Rik	9330179D12Rik	AI504432	AW112010	AW554918	Abcb1b	Abhd17a	Abhd17b	Abracl	Acp5	Adcy7	Adrm1	Adss	Aimp1	Anapc11	Anp32b	Anp32e	Anxa11	Ap2s1	Ap4s1	Apbb1ip	Aplp1	Arel1	Arf5	Arhgap27	Arhgdib	Arid1a	Arl6ip5	Arpc1b	Arpc3	Arpc4	Asxl2	Atf2	Atox1	Atp13a1	Atp5g1	Atp5g2	Atp5l	Atp6v0c	Atp6v0e	Atp6v1f	Atp6v1g1	Atrx	Aurkaip1	B2m	B3gat3	Bag6	Banf1	Baz1a	Bbc3	Bcl10	Bcl7a	Bcl7c	Bcl9l	Bex3	Bicra	Bloc1s1	Bnip3l	Bola3	Brd4	Brk1	Bsg	C1d	Cacybp	Calm1	Calm2	Calm3	Capns1	Card6	Cbx7	Ccdc88b	Ccl3	Ccl4	Ccl5	Ccnd2	Cd2	Cd27	Cd37	Cd3g	Cd69	Cd7	Cd84	Cdk11b	Cdk2ap2	Celsr1	Cenpq	Cenpx	Cfdp1	Cfl1	Chchd2	Chmp1b	Chmp2a	Ciart	Cirbp	Clcf1	Clic1	Cnot3	Coa6	Cops6	Cotl1	Cox11	Cox4i1	Cox5a	Cox8a	Cpsf4	Crim1	Cript	Crybg2	Cst7	Cul3	Cuta	Cwc15	Cxcr3	Cxcr4	Cyba	Cyc1	Cycs	Dazap1	Dbi	Dctn3	Dctn6	Ddc	Ddi2	Ddit3	Ddx23	Ddx28	Denr	Dgkz	Dhx38	Diaph1	Disc1	Dmac1	Dmtf1	Dnajc2	Dnajc3	Dock8	Dr1	Drap1	Dusp11	Dynll1	Dynll2	E130317F20Rik	Eapp	Eef1d	Eef1e1	Eif2s2	Eif2s3x	Eif4e2	Eif5b	Elob	Emc10	Emd	Eme2	Eno1b	Entrep3	Epb41l2	Eps15l1	Erbin	Esd	Evl	Exosc5	Exosc8	Faim	Fam104a	Fam117a	Fam50a	Fam89b	Fbl	Fkbp3	Flii	Foxk1	Frg1	Fth1	Ftl1	Fxr2	Fxyd5	Fyb	Gabarap	Gadd45gip1	Gar1	Ggact	Gimap7	Gimap9	Glrx3	Gnb2	Gng10	Gnptg	Gpd1l	Gpr174	Gpsm3	Gpx4	Grap2	Grb2	Gsk3a	Gtf2i	Gzmk	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2aj	H3f3b	Hars	Hbs1l	Hdac7	Higd2a	Hk1	Hnrnpa0	Hnrnpd	Hnrnpl	Hnrnpul1	Hopx	Hsp90b1	Ice1	Idnk	Ifi203	Ifitm10	Ift20	Ik	Ing1	Ino80e	Ints6	Itpr1	Jarid2	Jund	Kcnab2	Kdm1b	Kdm3b	Kif21b	Klf13	Klhl21	Klk8	Krit1	Krtcap2	Kyat1	Lag3	Lamtor2	Lamtor4	Lat	Lbh	Ldb1	Lgals3	Lgals8	Lime1	Llph	Lrch3	Lsm12	Lsm2	Lsm4	Lsm5	Lsp1	Ltb	Ltn1	Lypla2	Lyz2	Malat1	Map3k2	Map3k3	Mapk6	Mbd1	Mbp	Mcts1	Mdh1	Mdm4	Med11	Med12	Med27	Mfap1a	Mfap1b	Micos13	Mien1	Mindy3	Mllt1	Mllt10	Mmgt2	Mndal	Mri1	Mrpl30	Mrpl41	Mrpl43	Mrpl46	Mrpl9	Mrps12	Mrps16	Mrps24	Mrps26	Mrps36	Mrs2	Ms4a4b	Ms4a6b	Mtdh	Mtfr1	Mycbp2	Myl12a	Naa10	Naa38	Nab2	Nabp2	Nasp	Ncdn	Nck2	Ncoa5	Ndufa12	Ndufa13	Ndufa8	Ndufaf3	Ndufb10	Ndufb3	Ndufb8	Ndufs3	Ndufs6	Ndufs7	Nfatc1	Nfkbib	Nkg7	Nlrc3	Nol7	Nop16	Nop53	Npc2	Npm3	Nr1d2	Nr2c2ap	Nsmaf	Nsmce2	Oaz1	Ogfod1	P2ry12	Pabpn1	Pafah1b1	Pagr1a	Pak1ip1	Pak2	Patl1	Pcdh9	Pdap1	Pdcd2	Pdcd5	Pdhb	Pebp1	Pelp1	Pfdn2	Pfdn5	Pfdn6	Pfn1	Pglyrp1	Phc3	Phf23	Pi4ka	Pigp	Pigr	Pkp3	Plaat3	Plekha1	Plekhj1	Plgrkt	Plod1	Pnn	Pold4	Polr1h	Polr2g	Pop5	Pphln1	Ppig	Ppm1a	Ppp1r10	Ppp1r11	Ppp1r12a	Ppp1r18	Ppp1r35	Prdx5	Prickle3	Prkca	Prpf38b	Prr13	Prrc2b	Psenen	Psip1	Psma6	Psma7	Psmb10	Psmb8	Psmb9	Psmc4	Psmc5	Psmd4	Psmd7	Psme1	Ptgr2	Ptma	Ptp4a3	Ptpn18	Ptprcap	Pttg1	Pum2	Purb	R3hdm1	Rab10os	Rab11fip2	Rab4b	Rab8a	Rabac1	Ranbp9	Rbm15b	Rbm26	Rbm3os	Rbm42	Reep5	Rfx7	Rgs1	Rhobtb2	Rhoh	Rnaseh2c	Rnaset2b	Rnf126	Rp9	Rpl13a	Rpl34	Rps16	Rsbn1	Rsf1	Rsrp1	Rtf1	Rwdd1	S100a11	S100a13	S100a6	Sap30l	Saysd1	Scaf1	Scand1	Scp2	Sdf4	Sdhc	Sec61b	Secisbp2	Selenok	Selenos	Selenow	Sertad2	Set	Setd5	Setd7	Sf3b2	Sf3b4	Sf3b5	Sfr1	Sfswap	Sgf29	Sh2d1a	Sh2d2a	Sharpin	Shisa5	Siah2	Siglech	Sipa1l1	Skap1	Skp1	Slc25a36	Slc5a6	Slco2b1	Slfn2	Smad7	Smap1	Smarcd1	Smarce1	Smc3	Smim20	Snf8	Snrpa	Snrpb2	Snrpc	Snrpd1	Socs1	Sod2	Sp110	Spcs2	Spn	Sra1	Sri	Srpk1	Srsf5	Ssb	Ssbp4	Stim1	Stk24	Stmp1	Stx4a	Stx8	Sub1	Sumo1	Supt6	Susd3	Svbp	Swi5	Syf2	Synrg	Syvn1	Tacc1	Taf12	Tax1bp1	Tbc1d10c	Tcof1	Terf2	Tex10	Thap3	Thoc7	Tigit	Timm13	Timm17b	Tle5	Tm2d1	Tma7	Tmc8	Tmed10	Tmed9	Tmem134	Tmem160	Tmem167	Tmem176a	Tmem176b	Tmem238	Tmem243	Tmem42	Tmem50a	Tmf1	Tmsb10	Tmsb4x	Tnfrsf18	Tnip1	Tnpo1	Tob2	Tom1l2	Tomm22	Tomm6	Tpr	Tra2a	Trappc10	Trip4	Trir	Tspan3	Tspyl4	Ttc7	Ttyh3	Txn2	U2af1	Ubald1	Ubb	Ubb-ps	Ube2j2	Ube2k	Ube2m	Ube2q1	Ube2q2	Ube2v1	Ubl5	Ubqln4	Ubr2	Ubr4	Ubxn1	Ubxn4	Ucp2	Uqcr10	Usp24	Usp7	Utp3	Vasp	Vgll4	Vps11	Vti1b	Wbp11	Wbp2	Wbp4	Wdr26	Wdr95	Ybx1	Zbtb43	Zc3h12a	Zc3h13	Zc3h15	Zcchc17	Zcchc7	Zcrb1	Zfhx2	Zfp335	Zfp426	Zfp444	Zfp592	Zfp593	Zfp644	Zfp865	Zkscan17	Zmym4	Znhit2	Zranb2	Zrsr2	Zscan20	Zswim6	Zyg11b
TABULA_MURIS_SENIS_MARROW_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_CELL_AGEING	Camp	Cd52	Cox5a	Fcer1g	Ffar2	Fth1	H2-D1	H2-K1	Ifitm2	Ifitm3	Ifitm6	Jchain	Lgals3	Malat1	Mcemp1	Mrgpra2b	Orm1	Pirb	Rbm3	Retnlg	Rpl10	Rpl13a	Rpl17	Rpl18a	Rpl24	Rpl32	Rpl35	Rpl8	Rps14	Rps18	Rps19	Rps6	Rps7	Rps8	Rps9	Rsrp1	S100a6	Slpi	Tspo	Tyrobp
TABULA_MURIS_SENIS_MARROW_MONOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_MONOCYTE_AGEING	AW112010	Abi3	Ap3s1	Apoc2	Apoe	App	Camp	Cd24a	Cd74	Cfh	Ctsd	Eif3i	Elane	Gapdh	Gas5	Gngt2	H2-Aa	H2-Ab1	H2-DMb1	H2-Eb1	Ifi30	Ifitm2	Jchain	Lcn2	Ldha	Ltf	Mdh2	Ngp	Pdia3	Prelid1	Prtn3	Rbm3	Retnlg	Rpl14	Rpl3	Rpl35	Rpl36a	Rpl41	Rplp0	Rps18	Rps19	Rps26	Rps28	Rsrp1	S100a8	S100a9	Sirpb1c	Ssr4	Tmem176a	Tmem176b	Tuba1b	Tubb5	Wfdc17	Wfdc21
TABULA_MURIS_SENIS_MARROW_NAIVE_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_NAIVE_B_CELL_AGEING	AW112010	Acbd6	Acot7	Adgrg1	Adk	Adrm1	Adssl1	Akr1a1	Aldh2	Aldoa	Anp32b	Antkmt	Anxa2	Anxa5	Ap1s1	Ap2s1	Apoe	Arhgdia	Arpc1b	Arpc3	Arpc4	Atp5d	Atp5g2	Atp5g3	Atp5o	Atp6v0b	Atpif1	Atxn10	B2m	BC004004	Birc5	Blvrb	Bri3	Bscl2	Bsg	C1d	C1qbp	Calm1	Calm2	Camp	Capg	Capzb	Ccdc115	Ccdc124	Cd72	Cd9	Cdk4	Cdkn2c	Cebpd	Cfdp1	Cfl1	Chmp2a	Ciao2a	Cirbp	Cks1b	Clic1	Cmtm7	Cnpy2	Commd3	Comt	Cope	Copz1	Coro1b	Cotl1	Creg1	Creld2	Crlf2	Csnk2b	Cst3	Ctsb	Ctsz	Cuta	Cyba	Cycs	Ddx39b	Denr	Dnajc8	Dok3	Dtymk	E330020D12Rik	Ech1	Echs1	Eef1d	Efhd2	Eif3f	Eif3i	Eif3k	Eif4e2	Eif5a	Elane	Emc7	Emp3	Erh	Esd	Etfb	Exosc5	Fam104a	Fcer1a	Fkbp2	Fkbp8	Flot1	Fth1	Ftl1	Gadd45gip1	Gapdh	Glipr2	Glrx3	Grb2	Grina	Grn	Gstm1	Gsto1	H1f0	H2-D1	H2-K1	Herpud1	Hint1	Hp	Hpf1	Hsd17b8	Hsp90ab1	Htatip2	Idh2	Ifi27	Ifitm1	Ifitm2	Ifitm3	Itgb1	Itm2b	Itm2c	Jchain	Jund	Kcnn4	Lamtor1	Lamtor4	Lat	Lat2	Ldha	Lgals1	Lgals3	Lgals3bp	Lilrb4a	Litaf	Lsp1	Lyz2	Mdh1	Mdh2	Mif	Mpo	Mrpl12	Mrpl36	Mrpl51	Mrpl52	Mrpl58	Ms4a3	Ms4a6b	Ms4a6c	Mtarc2	Mtdh	Mvb12a	Nap1l1	Napsa	Ndufa10	Ndufa12	Ndufb7	Ndufs8	Ndufv2	Nfe2	Nhp2	Nkg7	Nme1	Nme2	Nop53	Npc2	Npm1	Pa2g4	Pafah1b3	Pebp1	Pepd	Pfn1	Phb2	Phgdh	Phpt1	Pkig	Plin3	Plp2	Pold4	Pomp	Prdx2	Prdx5	Prelid1	Prr13	Prtn3	Psma5	Psma7	Psmb10	Psmb2	Psmb5	Psmb6	Psmb8	Psmb9	Psmc1	Psmc3	Psmc4	Psmc5	Psmd4	Psmd7	Psmd8	Psme1	Psme2	Ptma	Ptms	Ptpn1	Ptprcap	Pycard	Rab4b	Rab5if	Rac2	Rack1	Ramp1	Ranbp1	Rbm3	Reep5	Retnlg	Rnaset2b	Rpl13	Rpl13a	Rpl3	Rpl6	Rplp0	Rps3	Rps3a1	Rps7	Rrp1	Rsu1	Rtn4	Rtraf	S100a1	S100a6	S100a8	S100a9	Scand1	Sdf2l1	Sdhb	Sdhc	Sec11c	Serbp1	Sf3b2	Slc25a3	Slc25a5	Slpi	Snrnp70	Snrpa	Snrpc	Sp110	Spcs2	Spn	Srm	Ssbp4	Stmn1	Sub1	Swi5	Syngr2	Tbcb	Tecr	Tex261	Tle5	Tmbim4	Tmed3	Tmed9	Tmem14c	Tmem160	Tmem176b	Tmem222	Tmem254	Tmem256	Tmem9	Tmsb10	Tnfaip8	Tomm20	Tomm6	Tpi1	Trappc6a	Trir	Txn1	Txn2	Txndc17	Tyms	Tyrobp	Ube2a	Ube2k	Ubxn1	Uqcc2	Uqcrc1	Vasp	Vdac2	Vdac3	Vim	Vps28	Vti1b	Wdr89	Wfdc21	Xist	Ybx1	Znhit1
TABULA_MURIS_SENIS_MARROW_NAIVE_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_NAIVE_T_CELL_AGEING	Atg101	Atp6v1g1	Camp	Ccl6	Cd52	Cd74	Cd9	Clec4a2	Crip1	Cyba	Dbi	Dmkn	Fcer1g	Ffar2	Fxyd5	Gdf3	H2-D1	Hcst	Ifitm2	Ifitm3	Ifitm6	Jchain	Lcn2	Lgals3	Lrg1	Ltf	Malat1	Mcemp1	Mrgpra2b	Ms4a3	Ngp	Pglyrp1	Prdx2	Rbm3	Retnlg	Rps18	Rps19	Rsrp1	S100a6	S100a8	S100a9	Slpi	Son	Tspo	Tyrobp	Vcam1	Wfdc21
TABULA_MURIS_SENIS_MARROW_NK_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_NK_CELL_AGEING	1110038F14Rik	1810009A15Rik	2210016F16Rik	2210016L21Rik	2310011J03Rik	2310039H08Rik	2310061I04Rik	2410006H16Rik	2510002D24Rik	2810004N23Rik	A430005L14Rik	A930005H10Rik	Abcg1	Abhd17a	Abi3	Abt1	Acot13	Adrm1	Aip	Akt1s1	Anapc11	Anp32a	Antkmt	Ap2s1	Ap4s1	Apbb1ip	Apoe	Aprt	Arhgdib	Arpc1b	Arpc3	Arpc4	Arpc5l	Arrb2	Asf1a	Atp5c1	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j2	Atp5l	Atp5o	Atp6v0b	Atp6v0e	Atp6v1f	Atp6v1g1	Atpif1	Aup1	Aurkaip1	B2m	BC005624	BC031181	Bag1	Batf	Bax	Bbc3	Bbln	Bcl2a1b	Bcl7c	Bloc1s1	Bnip3l	Brca2	Brd4	Bri3	Brk1	Bscl2	Bsg	Calm1	Calm3	Camp	Card19	Ccdc12	Ccdc124	Ccdc32	Ccdc85b	Cd37	Cd63	Cd74	Cd81	Cd9	Cdk2ap2	Cdkn2d	Cenpx	Cfdp1	Cfl1	Chchd7	Chmp2a	Chrac1	Cib1	Cirbp	Ckb	Clpp	Clta	Commd7	Cope	Cotl1	Cox14	Cox5a	Cox6b1	Cox7a2l	Crlf2	Csnk2b	Cst3	Cstb	Ctss	Cuta	Cyba	Cycs	Dad1	Dctn3	Dctpp1	Ddrgk1	Dguok	Dlgap4	Dmac1	Dnajc15	Dnajc19	Dnlz	Dnpep	Dpm1	Drap1	Dtnbp1	Dynlrb1	Edf1	Eef1d	Eif3f	Eif3g	Eif3k	Elob	Elof1	Emc10	Emc7	Emd	Emp3	Enoph1	Erh	Eri2	Etfb	Exosc3	Exosc5	Exosc6	Faap20	Faim	Fam104a	Fam89b	Fau	Fcer1g	Fcgr4	Fis1	Fkbp3	Flna	Flt3l	Frg1	Fth1	Ftl1	Fxyd5	Fyb	Gabarap	Gabarapl2	Gadd45gip1	Gar1	Gemin7	Glipr1	Gmfg	Gnb2	Gng10	Gng5	Gnptg	Gps2	Gpsm3	Gpx1	Gpx4	Grcc10	Grina	Grpel1	Gsn	Gstp1	Guk1	H1f2	H2-Ab1	H2-Eb1	H2aj	H3c1	H3f3b	Hacd2	Hcfc1r1	Hpf1	Hsd17b8	Iah1	Idnk	Ifi35	Ifitm2	Ifitm3	Igbp1	Ilkap	Ino80b	Ino80e	Ipo13	Jchain	Jtb	Jund	Kdelr1	Klf13	Krtcap2	Lage3	Lamtor1	Lamtor2	Lamtor3	Lamtor4	Lcn2	Lgals3	Limd2	Lime1	Lrg1	Lsm2	Lsm4	Lsp1	Ltb	Luc7l3	Ly6c2	Lypla2	Lyz2	Mad2l1bp	Malat1	Manbal	Map2k2	Mcemp1	Mcrip1	Mea1	Med10	Med28	Med29	Med8	Mettl26	Mfsd10	Micos13	Mien1	Mlf2	Mmp8	Mmp9	Mospd3	Mpc1	Mpc2	Mphosph8	Mpv17l2	Mrpl12	Mrpl14	Mrpl17	Mrpl18	Mrpl19	Mrpl27	Mrpl30	Mrpl33	Mrpl34	Mrpl36	Mrpl41	Mrpl46	Mrpl51	Mrpl54	Mrpl57	Mrpl58	Mrps11	Mrps12	Mrps15	Mrps17	Mrps21	Mrps23	Mrps24	Mrps26	Mrps34	Mrto4	Mvb12a	Mydgf	Myl12b	Myl6	Nabp2	Ndufa10	Ndufa11	Ndufa13	Ndufa5	Ndufa6	Ndufa8	Ndufaf8	Ndufb10	Ndufb11	Ndufb7	Ndufb8	Ndufb9	Ndufc2	Ndufs4	Ndufs6	Ndufs7	Nedd8	Nfkbib	Nme2	Nme3	Nme6	Nol7	Nop53	Nosip	Npc2	Npm3	Ntpcr	Oaz1	Ostc	Pagr1a	Pam16	Park7	Pbdc1	Pdrg1	Pebp1	Pfdn1	Pfdn2	Pfdn5	Pfdn6	Pfn1	Pgls	Pglyrp1	Pih1d1	Pin1	Plaat3	Plekhj1	Pold4	Polr1h	Polr2e	Polr2i	Polr2j	Pomp	Ppdpf	Ppp1r11	Ppp1r18	Ppp1r35	Pqbp1	Prdx5	Prdx6	Prelid1	Prr13	Psma7	Psmb10	Psmb2	Psmb4	Psmb6	Psmb8	Psmb9	Psmc4	Psmd10	Psmd4	Psme2	Psmg1	Pstk	Ptma	Ptprcap	Pts	Pttg1	Rab2a	Rab5if	Rab8a	Rabac1	Rala	Rbfa	Rbm39	Rbm8a	Reep5	Retnlg	Rex1bd	Rexo1	Rexo2	Rfxank	Rhog	Rilpl2	Rnaseh2a	Rnaseh2c	Rnasek	Rnaset2b	Rp9	Rpl10a	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl19	Rpl22	Rpl22l1	Rpl24	Rpl35	Rpl6	Rplp2	Rpp21	Rps10	Rps13	Rps18	Rps20	Rps27	Rps3	Rps7	Rps9	Rtraf	S100a11	S100a13	S100a6	S100a8	S1pr4	Saysd1	Scand1	Sdf4	Sdhb	Sdhc	Sec11c	Selenok	Selenos	Selenow	Serf2	Sf3b2	Sf3b4	Sf3b5	Sft2d1	Shisa5	Sin3b	Skic8	Slpi	Slu7	Smim30	Smim8	Snapc5	Snrpa1	Snrpb	Snrpc	Snrpd3	Snx20	Spi1	Spsb2	Sra1	Srgn	Sri	Srp14	Srsf5	Srsf9	Ssbp4	Ssu72	Stmp1	Stx8	Sugt1	Sumo1	Supt4a	Surf1	Susd3	Svbp	Swi5	Syf2	Sys1	Szrd1	Tbcb	Tbrg1	Tecr	Tex261	Thap7	Thyn1	Timm13	Timm22	Tle5	Tm2d3	Tma7	Tmed10	Tmed9	Tmem11	Tmem128	Tmem134	Tmem147	Tmem14c	Tmem160	Tmem208	Tmem223	Tmem234	Tmem50a	Tmem60	Tmsb10	Tmsb4x	Tnfaip8l2	Tomm6	Trappc1	Trappc2l	Trappc6a	Trappc6b	Trir	Trmt112	Tsn	Tspo	Ttc1	Ttc7	Tuba4a	Tusc2	Txn1	U2af1	U2af1l4	Ubb	Ubb-ps	Ube2k	Ube2l6	Ube2m	Ubl5	Ubxn1	Ubxn4	Uqcr10	Uqcrb	Uqcrq	Use1	Utp11	Utp3	Vamp8	Vasp	Vps28	Vti1b	Wbp1	Wbp2	Wbp4	Wdr18	Wdr83os	Wfdc17	Ybx1	Ypel3	Zc3h8	Zcchc17	Zcrb1	Zdhhc4	Zmat5	Znhit1
TABULA_MURIS_SENIS_MARROW_PRECURSOR_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_PRECURSOR_B_CELL_AGEING	AW112010	Ak2	Akr1a1	Ap2s1	Arhgdia	Arhgdib	Arpc1b	Arpc3	Atp5c1	Atpif1	Bsg	Camp	Capg	Capzb	Cd74	Cdkn2c	Cfl1	Cfp	Chil3	Cirbp	Clic1	Clta	Cmtm7	Cope	Coro1a	Cox4i1	Cox7a2l	Crip1	Eef1b2	Eif3f	Eif3h	Eif3k	Elane	Elob	Erp29	Fis1	Fth1	Fxyd5	Gapdh	Gnb1	Gng10	Gpr25	H2-Aa	H2-Ab1	Hes6	Hmgb1	Hmgn2	Ifitm2	Irf8	Itgb7	Jchain	Klrd1	Lamtor4	Lcn2	Ltf	Ly6d	Macroh2a1	Napsa	Ndufs8	Ngp	Nop53	Npc2	Ostf1	Pfn1	Pgls	Pkig	Prdx5	Prr13	Psma7	Psmb8	Psmc3	Psmd4	Ptma	Ptprcap	Rack1	Raly	Ramp1	Rbm3	Retnlg	Rpl10a	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl24	Rpl3	Rpl32	Rpl35	Rpl4	Rpl6	Rpl7a	Rpl8	Rplp0	Rplp2	Rps10	Rps11	Rps18	Rps19	Rps20	Rps3	Rps3a1	Rps4x	Rps5	Rps7	Rps9	Rpsa	S100a6	S100a8	S100a9	S1pr4	Sdhb	Selenow	Selplg	Slpi	Snrpc	Spi1	Sys1	Tbxa2r	Tecr	Tle5	Tmed9	Tmem254	Tmsb10	Tmsb4x	Tspo	Ubald1	Ubl7	Uqcrc1	Vim	Wfdc21	Ypel3
TABULA_MURIS_SENIS_MARROW_PROERYTHROBLAST_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_PROERYTHROBLAST_AGEING	AA467197	Anxa1	Atp5h	Atp5j	Atpif1	B2m	Calm1	Camp	Cd63	Cebpe	Cenpa	Chchd2	Chil3	Cks2	Cox5b	Cpne3	Cstdc4	Cyba	Cybb	Emp3	Fcnb	Fpr2	H2az1	H3f3b	Hmgb1	Hmgb2	Hmgn2	Ifitm2	Il1b	Jchain	Kif5b	Lamtor4	Lcn2	Lta4h	Ltf	Malat1	Mrgpra2b	Ndufa4	Ndufb10	Ndufb7	Ngp	Orm1	Ppia	Ptma	Rbm3	Rgs2	Rpl10	Rpl10a	Rpl13	Rpl22l1	Rpl3	Rpl32	Rpl35	Rpl36al	Rpl6	Rpl8	Rps14	Rps17	Rps18	Rps19	Rps2	Rps5	Rps7	Rps8	Rps9	S100a6	Serpinb1a	Son	Stfa2l1	Tagln2	Top1	Tuba4a
TABULA_MURIS_SENIS_MARROW_PROMONOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_PROMONOCYTE_AGEING	AW112010	Apoc2	Apoe	Atp5g1	Atpif1	Calm1	Calr	Camp	Cd24a	Cd74	Cd9	Cfl1	Chmp2a	Cirbp	Cox5a	Ctsl	Cyba	Dmkn	Erh	Etfb	Fth1	Gngt2	H2-Aa	H2-Ab1	H2-DMb1	H2-K1	Hp	Ifi30	Ifitm2	Ifitm6	Jchain	Lcn2	Ldha	Ltf	Malat1	Map1lc3b	Mdh2	Mif	Mrpl20	Mrpl54	Mrps24	Ms4a6d	Ndufb9	Nedd8	Ngp	Nme1	Nme2	Nupr1	Park7	Pglyrp1	Phb2	Pim1	Prdx2	Prr13	Prtn3	Psmb2	Psmb4	Psmb6	Psmb8	Ptpn1	Pycard	Rbm3	Retnlg	Rgs2	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl3	Rpl6	Rpl8	Rpl9	Rps18	Rps2	Rps27a	Rps3	Rps3a1	Rps6	Rps9	S100a8	S100a9	Scand1	Selenos	Serpinb1a	Spi1	Srgn	Tbcb	Tmed9	Tmem160	Tmem176a	Tmem176b	Trem2	Wfdc17	Wfdc21
TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_B_CELL_AGEING	A530032D15Rik	Abi3	Anxa2	Apoe	Arhgdia	Atf4	Bsg	C130026I21Rik	C1qa	C1qb	C1qc	Cd74	Cd79a	Cfl1	Cope	Cotl1	Crip2	Crlf2	Csf1r	Cst3	Dcn	Dpt	Dpysl2	Drap1	Dusp5	Ebf1	Edem1	Eif1	Eng	Esam	Fos	Frat1	Fus	Gnb1	Gsn	Gstm1	H2-K1	H2-Q6	H3f3a	Hexb	Ier2	Junb	Jund	Kdm6b	Klf13	Krt14	Krt15	Lgals1	Lyz2	Mark2	Mbp	Mycbp2	Oaz1	Ptpn1	Rbm26	Rpl13a	S1pr4	Serping1	Sfn	Snrpc	Sod1	Sparc	Sqstm1	Srsf2	Ssbp4	Tgtp2	Tle5	Tmed9	Tmem160	Tmsb10	Tomm6	Vps37b	Ywhae	Zfp36
TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING	9930111J21Rik1	Aamp	Apbb1ip	Arglu1	Arhgdia	Arrb2	Aup1	B2m	C1qa	Cdc37	Cebpb	Cfl1	Cotl1	Crip2	Cst3	Ctsb	Ctsd	Dcn	Dpysl2	Drap1	Dusp5	Eif1	Emc10	Gnb1	Gpr132	Grn	Gsn	Gstm1	H2-Q6	Hexb	Ier2	Junb	Jund	Kdm6b	Klf13	Lamp1	Lgmn	Ltb	Lyz2	Marf1	Mgp	Mier1	Nfkbia	Nrp1	Nsd3	Nudt3	P2ry12	Pi16	Ppp1r35	Prr13	Rbm26	Rpl13a	S100a8	Senp6	Smad7	Snf8	Snrnp70	Sod1	Sparc	Srsf2	Timeless	Tle5	Tmem160	Tmsb10	Vps37b	Wbp2	Zfc3h1
TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING	Apoe	Arhgdia	Bsg	Ccdc80	Ccl5	Cfl1	Cst3	Dcn	Evl	Gpr132	H2-Aa	Jund	Kdm6b	Klf13	Rpl13a	Rps3	Sod1	Tle5	Tmsb10
TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING	Afdn	Anp32a	Arfrp1	Arhgdia	Bsg	Cavin1	Ccdc80	Ccdc85b	Cd151	Cd74	Cfl1	Cldn5	Col18a1	Crim1	Dcn	Ddit4	Dhrs3	Dpt	Dpysl2	Drap1	Dusp3	Fus	Gnb1	Gpx3	Gsn	Gstm1	H2-Aa	H2-Ab1	Hexb	Hnrnpl	Jund	Kdm6b	Klf13	Kmt2b	Lrrc8a	Lyz2	Marf1	Mcrs1	Mgp	Msn	Msx1	Mxd4	Nsd3	Olfml3	Parvb	Pcnp	Pdcd4	Pdzd8	Pfkfb3	Pfn1	Ptms	Rab1b	Rbm26	Rhoc	Rnf44	Rnpepl1	Rpl13a	Rpl5	Selenom	Selenow	Smco4	Sod1	Sox18	Tcf7l1	Thbd	Tle5	Tmem119	Tmsb10	Tnfsf12	Tomm6	Tut7	Ushbp1	Ybx1	Ywhae
TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MACROPHAGE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MACROPHAGE_AGEING	Anapc11	Anp32b	Apoe	Arhgdia	Arl8a	Arrb2	Blvra	Bri3	Cavin1	Ccdc80	Cdv3	Cfl1	Cotl1	Crlf2	Csf2ra	Cuedc2	Cyba	Cyth4	Dcn	Dpt	Dpysl2	Drap1	Eif4a1	Emc10	Emp3	Furin	Gata3	Gnb1	Gpr132	Gpx3	Gsn	Gstm1	Hcls1	Hivep2	Hnrnpd	Ifitm2	Jund	Kdm6b	Klf13	Lad1	Lamtor4	Lgals3	Lum	Map2k2	Niban2	Nr4a1	Nsd3	Olfml3	Otub1	Pfn1	Pkm	Pmp22	Psap	Ptma	Ptms	Rab5c	Reep5	Rnf126	Rpl13a	Rps3	Scand1	Sdhc	Sf3b4	Snrpc	Sparc	Spi1	Ssbp4	Timp3	Tle5	Tmem160	Tmsb10	Tomm6	Twf2	Uap1l1	Ube2m	Ybx1	Ywhae
TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING	1700019D03Rik	4921531C22Rik	4933434E20Rik	Abhd17a	Abhd8	Acp1	Acsl4	Actr2	Adamtsl3	Adh5	Adrm1	Aebp1	Aig1	Ak2	Akap13	Akr1c18	Akt1s1	Alad	Aldh1a2	Aldh2	Aldoa	Anapc11	Anp32b	Anxa3	Ap1s1	Ap2s1	Apbb1ip	Apoe	Arc	Arf1	Arf5	Arf6	Arglu1	Arhgdia	Arid1a	Arl2bp	Arl3	Arl4d	Arl6ip1	Arl6ip5	Arl8a	Arpc1b	Arpc2	Arpc3	Arpc4	Atf4	Atg101	Atn1	Atoh8	Atp5d	B2m	B3gat3	B4galt1	BC005537	BC005624	Babam1	Bad	Bag3	Basp1	Bcl3	Bcl7c	Bcl9l	Bclaf1	Bin1	Bmyc	Bptf	Brd2	Brd3	Brd4	Bri3	Bsg	Bst2	Btbd2	Btf3	Btg1	C1qc	C3	C4b	Cald1	Calm1	Calm3	Calr	Camk2n1	Canx	Capg	Capzb	Cavin1	Cavin2	Cbx1	Ccdc124	Ccdc6	Ccdc85b	Ccl11	Ccl2	Ccnd3	Ccnl1	Cd151	Cd248	Cd36	Cd63	Cd9	Cdc37	Cdk2ap2	Cdk4	Cdkn1a	Cdkn1c	Cdv3	Cebpb	Cebpg	Ces1d	Cfl1	Chd4	Chsy1	Cirbp	Cited2	Ckb	Clec3b	Clic1	Clic4	Cltb	Cmtm3	Cnnm4	Cnp	Cnpy3	Col8a1	Commd10	Comt	Cotl1	Creb5	Creld2	Crip2	Cryab	Csnk2a1	Csnk2b	Csrnp1	Csrp1	Ctbp2	Cx3cr1	Cxcl1	Cxxc5	Cyba	Cygb	Cystm1	Cytl1	Czib	Dapk1	Dbn1	Dbnl	Dcakd	Dda1	Ddah2	Ddhd2	Ddx39b	Ddx6	Des	Dgat1	Dhrs3	Dhrs4	Dlgap4	Dnaja1	Dnajb1	Dnajc3	Dock1	Dpep1	Dpt	Dpysl2	Drap1	Dtx3	Dusp3	Dvl3	E2f4	Ebf1	Ece1	Eef1a1	Eef1b2	Eef1d	Efcab14	Efemp1	Efhd2	Efna5	Ehd1	Eif1	Eif1a	Eif3f	Eif3h	Eif3k	Eif3m	Eif4a1	Eif4e	Eif4g1	Eif4h	Eif5a	Eln	Elof1	Elovl1	Emc10	Emc4	Emd	Enpp2	Ep400	Eri3	Eva1b	Ewsr1	Eya2	Fam104a	Fam120a	Fam219b	Fam89b	Fez1	Fgf18	Fkbp2	Fkbp8	Fosl2	Foxp1	Fst	Ftl1	Fubp3	Furin	Fus	Fxyd1	Fxyd6	G3bp1	G3bp2	Gabarapl1	Gabarapl2	Gadd45b	Gadd45gip1	Gapdh	Gas7	Gatad1	Gde1	Ggt5	Gm3336	Gna11	Gnai2	Gnaq	Gnas	Gnb1	Golt1b	Gpx3	Gpx4	Grb2	Grina	Gsk3b	Gsta3	Gstm1	H2-Ab1	H2-D1	H2-Eb1	H2-K1	H2-M3	H2ax	H3f3b	Has1	Hdac7	Hdgf	Hebp1	Hes1	Hic1	Hmbs	Hmox1	Hmox2	Hnrnpa0	Hnrnpd	Hnrnpr	Hprt	Hras	Hsp90aa1	Hsp90ab1	Hspa1a	Hspa4	Hspb1	Ier2	Ier3	Ifi211	Ifi35	Ifitm2	Ifngr2	Ift27	Igfbp7	Igsf3	Igsf8	Il17d	Il3ra	Impact	Inafm2	Ino80e	Inpp4a	Ints6	Iqgap1	Irf2bpl	Itm2c	Jak1	Junb	Jund	Kazald1	Kdelr1	Kdm6b	Keap1	Kif2a	Klf13	Klf2	Klf3	Klf7	Klf9	Kmt2b	Kpna4	Lamtor1	Lamtor4	Laptm4a	Lasp1	Ldha	Ldhb	Letm2	Lgmn	Litaf	Lmna	Lmo2	Lmo4	Loxl1	Lrp1	Lrrc8a	Lrrn4cl	Lsm2	Ltbp1	Ltbr	Lysmd2	Maf	Mafb	Manbal	Manf	Map1a	Map1b	Map1lc3a	Map2k2	Map3k20	Map7d1	Mapk1ip1l	Mapk3	Marcks	Marf1	Mbd3	Mboat7	Mcfd2	Mdh1	Mea1	Med1	Meg3	Mettl7a1	Mfap2	Mgst1	Micu3	Mknk2	Mlf2	Mllt6	Mmp11	Mmp14	Mn1	Mospd3	Mrfap1	Mrtfb	Mtarc2	Mtch1	Mtdh	Mustn1	Mxra7	Myc	Mycbp2	Mylip	Nabp2	Naca	Nav1	Nbl1	Ncoa3	Nfia	Nfic	Nfkbib	Ngf	Nkx2-3	Npc2	Nr3c1	Nr4a1	Nr4a2	Nras	Nsd3	Nsg1	Nt5c3b	Nucks1	Nudc	Nudt3	Nudt9	Nufip2	Numbl	Oaf	Oaz1	Oaz2	Osr1	Otub1	Pa2g4	Pabpc1	Pabpn1	Pakap	Palld	Palm	Pcbp1	Pcnp	Pdlim1	Pdlim4	Pdlim7	Pdpn	Pdxk	Pea15a	Pebp1	Pfn1	Phactr2	Phb2	Phf1	Phlda3	Pim3	Pkig	Pkm	Pla1a	Plec	Plekhj1	Plin2	Plpp3	Pltp	Plvap	Pnrc1	Pold4	Polr2a	Polr3gl	Ppp1r11	Ppp4c	Prdx5	Prelid1	Prkaca	Prnp	Prr13	Psip1	Psmb4	Psmb8	Psmd4	Psme1	Ptges	Ptges3	Ptgis	Ptgs1	Ptma	Ptms	Ptov1	Ptp4a2	Ptpn1	Puf60	Qsox1	Rab11b	Rab21	Rab5c	Rack1	Ralbp1	Raly	Ramp2	Rap1a	Rap2a	Rarg	Rbm25	Rbm26	Rbm3	Rbm42	Rbms1	Rbpms	Rexo2	Rheb	Rhoa	Rhob	Rhoc	Rhoj	Rnf10	Rnf126	Rock1	Rpl11	Rpl13	Rpl13a	Rpl17	Rpl18	Rpl18a	Rpl27a	Rpl3	Rpl4	Rpl5	Rpl6	Rpl7a	Rpl8	Rpl9	Rplp0	Rps10	Rps2	Rps20	Rps24	Rps25	Rps3	Rps3a1	Rps5	Rps6	Rps7	Rps9	Rpsa	Rras	Rrbp1	Rrp1	Rspo1	Rsrc2	Rtn3	S100a16	Samd4b	Sbds	Scamp3	Scn1b	Sdc4	Sdf2l1	Sdhc	Selenok	Selenom	Selenow	Senp6	Serbp1	Set	Sf3b2	Sf3b4	Sfrp1	Sfrp2	Sh3gl1	Shisa5	Sigmar1	Skil	Slc16a2	Slc25a3	Smarcb1	Smim14	Snai1	Snrnp70	Snrpa	Snrpb	Snrpc	Sod1	Sod3	Sox4	Sox9	Spin1	Spon2	Spr	Spry2	Srm	Srrm2	Srsf2	Srsf5	Srsf7	Srsf9	Ssbp3	Ssbp4	Ssr1	Stbd1	Steap3	Stx4a	Stx5a	Stxbp6	Sult5a1	Sumo1	Sumo3	Swi5	Syf2	Szrd1	Tacc1	Tagln2	Tamalin	Tax1bp3	Tbcb	Tcf7l1	Tcf7l2	Tex261	Tgfb1i1	Thbd	Tkt	Tle3	Tle5	Tmed9	Tmeff2	Tmem150a	Tmem160	Tmem250-ps	Tmem263	Tmem9	Tmod2	Tmsb10	Tnfaip2	Tnfrsf1a	Tnfsf12	Tns1	Tob1	Tob2	Tomm22	Tomm40	Tomm6	Tpm2	Tpm3	Tppp3	Tpt1	Tra2a	Trabd2b	Trappc3	Trappc6b	Trf	Trip10	Trp53	Tsc22d1	Tsen34	Tspan3	Ttyh2	Tuba4a	Tubb5	Tubb6	Twf1	Txn2	U2af1	Ubb	Ubb-ps	Ube2e1	Ube2e3	Ube2m	Ube2s	Ube2v1	Ubl7	Ubtf	Ubxn1	Ubxn4	Use1	Usp2	Vamp2	Vapa	Vapb	Vat1	Vezf1	Vim	Vps72	Wbp11	Wbp2	Wt1	Xbp1	Xist	Ybx1	Ybx3	Yif1b	Yme1l1	Ywhae	Zbtb7a	Zfand5	Zfhx3	Zfp36	Zfp503	Zfp703	Zfpl1	Znhit1	Zscan26	Zyx
TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MYELOID_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MYELOID_CELL_AGEING	Akt1	Capza1	Cfl1	Cotl1	Dcn	Gstm1	Kdm6b	Krt14	Mgp	Pcnp	Ptp4a2	Rpl13a	Sparc	Tle5	Tmem263
TABULA_MURIS_SENIS_PANCREAS_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_ENDOTHELIAL_CELL_AGEING	1110038F14Rik	2200002D01Rik	2610005L07Rik	Abcc5	Abhd17a	Abhd8	Abi1	Abi3	Acvrl1	Adgrl2	Adrm1	Anapc1	Anp32b	Anxa3	Arf4	Arhgdia	Arl8a	Arpc2	Arpc4	Atf4	Atp6v1e1	Bicc1	Bri3	Bsg	Cavin1	Cbfa2t3	Ccdc85b	Ccdc9b	Ccn1	Cd151	Cd63	Cdc37	Cdc42ep3	Cdk13	Cdyl2	Cebpg	Cela2a	Cetn2	Cfl1	Chid1	Cic	Clta	Col13a1	Col6a2	Cox7c	Cpa1	Csf1	Csf1r	Ctrl	Ctsl	Dbp	Dcn	Dlgap4	Dnaja1	Dnajc8	Dnm3	Dpysl2	Drap1	Dusp1	Dusp3	Dync1i2	Ednrb	Eed	Efnb2	Egr1	Ehd4	Eif3f	Eif5a	Ext2	Fam104a	Fmr1	Fnip1	Ftl1	Fus	Gabarapl1	Gabarapl2	Gdi1	Gga1	Ginm1	Glt28d2	Gna11	Gnb1	Gstm1	H3f3b	Hdac1	Hdac10	Hdac7	Hes1	Hlf	Hmg20b	Hnrnpa0	Hspb7	Htt	Ica1	Ier2	Ier3	Ifitm2	Ilk	Ilkap	Junb	Jund	Kcnb1	Kdm6b	Klf13	Klf7	Laptm4a	Lmcd1	Lrrc8a	Lsm2	Magi3	Mall	Man2c1	Map1lc3a	Map3k2	Map3k6	Marcks	Mef2c	Meox1	Mgll	Morf4l1	Myct1	Naxd	Nbeal1	Nbl1	Ncor1	Nfib	Nkx2-3	Nop53	Nr4a1	Nsun4	Nxn	Oaz1	Oaz2	Osbpl8	P2ry12	Pa2g4	Pakap	Pcbp2	Pebp1	Per2	Pfdn5	Pfn1	Phf20l1	Phf21a	Pi15	Picalm	Pkm	Pla2g1b	Plekhm2	Plekho1	Plscr2	Pmm2	Pmp22	Pnrc1	Polr3f	Ppic	Ppp1r35	Ppp1r9b	Ppp4c	Prdx1	Prkab1	Psmc1	Psmd7	Ptdss1	Ptma	Ptms	Rab14	Rab22a	Rab5c	Rapgef4	Rarg	Rbm26	Rbms1	Rdx	Reep5	Rheb	Rhoc	Rhoj	Rnase1	Rnaset2b	Rnd1	Rpl10a	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl18a	Rpl22	Rpl24	Rpl27	Rpl3	Rpl31	Rpl36	Rpl37	Rpl38	Rpl39	Rpl4	Rpl5	Rpl6	Rpl8	Rpl9	Rplp0	Rplp2	Rps10	Rps14	Rps16	Rps17	Rps27	Rps27a	Rps3	Rps3a1	Rps4x	Rps6	Rps7	Rps8	Rps9	Rpsa	Sarnp	Scn1b	Sdhc	Selenok	Selenom	Selenow	Senp6	Sertad2	Set	Sf3b4	Sfswap	Shisa5	Skil	Slc30a9	Smagp	Smco4	Smim14	Snrnp70	Snrpc	Sod1	Sox18	Srpk2	Srsf5	Stard3	Stx4a	Styx	Sub1	Sumo2	Sycn	Syf2	Taf7	Taldo1	Tamalin	Taok2	Tbca	Tbkbp1	Tex261	Tff2	Thap2	Thap3	Tle5	Tmem204	Tmem263	Tmsb10	Tnfrsf1a	Tnxb	Tomm6	Tpm3	Tpt1	Tra2a	Trak2	Trio	Tsc22d1	Tspan14	Tspan17	Ttc28	Uba52	Ubald1	Ubb-ps	Ube2j2	Ube2m	Ube2q1	Ube2v1	Ube3a	Ubxn4	Ushbp1	Ybx1	Ywhae	Zdhhc20	Zfand5	Zfand6	Zfp36	Zfp955b	Zg16	Zkscan1	Zmym4
TABULA_MURIS_SENIS_PANCREAS_LEUKOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_LEUKOCYTE_AGEING	Abi3	Arrb2	Atf3	Bsg	Calm2	Cela1	Cela2a	Cela3b	Cfl1	Clps	Cotl1	Cpa1	Cpb1	Csf2ra	Ctrb1	Ctrl	Dnttip2	Gnb1	Gtf2b	Hcls1	Jund	Klf13	Limd2	Nupr1	Pa2g4	Pnliprp1	Ppp1r18	Ppy	Prr13	Prss2	Prss3b	Ptms	Ptpn1	Reg1	Rgl2	Rnase1	Rpl13	Rpl13a	Snrpc	Spi1	Sycn	Tle5	Try4	Try5	Ubxn1	Yipf3	Zg16
TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_ACINAR_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_ACINAR_CELL_AGEING	1810007D17Rik	Jund	Mpo	Sycn	Tle5
TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_ALPHA_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_ALPHA_CELL_AGEING	4933434E20Rik	A330076H08Rik	Arf1	Arglu1	Arhgdia	Atf3	Bsg	Btg2	C1qa	C2cd4b	Calm2	Calm3	Ccnd2	Cd81	Cdkn1a	Cela1	Cela2a	Cela3b	Cfl1	Cirbp	Cldn4	Clic1	Clps	Copz1	Cotl1	Cox6c	Cox7a2l	Cpa1	Cpa2	Cpb1	Ctrb1	Ctrl	Dbpht2	Ddc	Dpysl2	Dusp1	Ece1	Eef1a1	Eef1b2	Eif5a	Emc10	Fkbp8	Fos	Fosb	Fth1	Gnb1	H1f2	H3f3b	Herpud1	Hhatl	Hmgn2	Hsp90aa1	Ier2	Ifi27	Igsf9b	Inpp4a	Itm2c	Jun	Junb	Jund	Kdelr1	Kdm6b	Klf2	Klf4	Krt18	Krt8	Lgals3bp	Map1lc3a	Mapre3	Mrps12	Myl6	Nfil3	Pcbp1	Pcsk1n	Pebp1	Pnlip	Pnliprp1	Ppp1r15a	Ppy	Prkaca	Prss2	Prss3b	Psmc2	Psmc4	Ptma	Ptms	Ptov1	Pyy	Qpct	Rack1	Rasd1	Rbm26	Rbm39	Reg1	Rnase1	Rpl13	Rpl13a	Rpl14	Rpl4	Rpl6	Rplp0	Rps3	Rps3a1	Rps4x	Scgn	Sdc4	Selenos	Sez6l2	Sf3b2	Sfrp5	Slc25a3	Snhg11	Sod1	Srsf5	Ssr1	Steap4	Stub1	Sycn	Tbcb	Tle5	Tmed9	Tob1	Tomm40	Tra2b	Trem2	Try4	Try5	Tsc22d1	Tuba1a	Tubb4b	Tubb5	Ubb	Ubb-ps	Ubc	Ube2s	Xbp1	Zfp36
TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_BETA_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_BETA_CELL_AGEING	2900005J15Rik	A230057D06Rik	A330076H08Rik	Abcc8	Acly	Actb	Actg1	Adamts2	Adgrl1	Akap13	Aldoa	Ank2	Arglu1	Atf5	Atp2a2	Baiap3	Bet1l	Btg2	C1qa	C2cd4b	Carmil3	Cdk2ap2	Cebpb	Cela1	Cela2a	Celf3	Cfl1	Chd7	Chga	Chka	Cirbp	Ckb	Clk1	Clps	Cmip	Csf2ra	Ctdspl	Ctrb1	Ddb1	Ddc	Ddit3	Ddx17	Ddx39b	Ddx5	Disp2	Dtx3	Dusp1	Ece1	Echdc2	Efna5	Egr1	Eif4g1	Emilin1	Eprs	Erdr1x	Fam151a	Fbxl16	Fmo1	Fos	Fosb	Foxp4	Ftl1	Gad1	Gadd45g	Gm13498	Gmppa	Gmppb	Gnb2	Gns	Golgb1	Gpsm1	Grk3	Guk1	H1f2	H2ap	H3f3b	Hadh	Herpud1	Hspa5	Ier2	Igfals	Impact	Inpp4a	Ins1	Ins2	Insm1	Insrr	Ip6k1	Irf2bp2	Isl1	Ivd	Jun	Junb	Jund	Kcnh2	Kdm6b	Kif12	Kif1a	Ldlr	Lrrc10b	Luc7l2	Madd	Mafg	Malat1	Map1b	Map2k2	Mapk15	Matn2	Mbd6	Meg3	Mlxipl	Mt1	Mt2	Mycbp2	Nap1l5	Napa	Nav2	Ncoa1	Ncor1	Ndufb9	Neat1	Neurod1	Nfic	Nfkbiz	Nipal3	Nisch	Nktr	Nkx2-2	Nkx6-1	Nupr1	Papss2	Pcsk1n	Pcsk2	Pcx	Pebp1	Peg13	Peg3	Phactr1	Phf1	Pkdcc	Pkp4	Pnisr	Preb	Prkca	Prkcb	Prnp	Prss2	Prss53	Psap	Ptpa	Ptprn	Ptprn2	Pycr2	Rab3a	Rasd1	Rbm26	Rbm39	Rhobtb1	Rian	Rnf182	Rsrc2	Rsrp1	Samd4b	Selenos	Serpina3i	Sertm1	Sez6l	Sez6l2	Sf3b2	Shfl	Siah2	Slc2a2	Smarca4	Snhg11	Socs2	Socs3	Son	Srm	Srrm2	Srsf2	Srsf5	Srsf7	Syndig1l	Syt7	Tcf25	Tia1	Tle5	Tmed9	Tmem215	Tmem59l	Try4	Tsc22d1	Tshz1	Tssc4	Ttc28	Ttc3	Tuba1a	Ubb	Ubb-ps	Ubc	Ucn3	Unc80	Wfs1	Wnt4	Xist	Zc3h3	Zfhx2	Zfp516	Zscan26
TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_DELTA_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_DELTA_CELL_AGEING	A330076H08Rik	Aamp	Abhd8	Ache	Aco2	Adrm1	Akt1s1	Alkbh6	Arf1	Arglu1	Arhgdia	Arl6ip5	BC029722	Bsg	C1qa	C2cd4b	Cadm1	Calm2	Ccdc124	Ccdc92	Ccn1	Cd151	Cd63	Cela1	Cela2a	Celf3	Celf4	Cfl1	Cirbp	Ckb	Cldn4	Cldn7	Clps	Cltb	Cltrn	Coro1b	Cotl1	Cpa2	Cstpp1	Ctnnbip1	Ctrb1	Dbpht2	Dda1	Ddhd2	Ddrgk1	Depp1	Dnaja1	Dnajb1	Dpysl2	Drap1	Dusp1	Dusp7	Ece1	Egr1	Eif5a	Elof1	Epcam	Eri3	Fam122a	Fam241b	Fbxl16	Fkbp3	Fkbp8	Fos	Fxyd6	Gabarapl1	Gadd45g	Gnb1	Gnptg	Golga7b	Gsn	Gstm1	H3f3b	Hadh	Hdgf	Herpud1	Hhex	Hmces	Hook2	Hprt	Hras	Ier2	Il11ra1	Il6ra	Impact	Inpp4a	Itgb8	Itm2c	Jun	Junb	Jund	Kazald1	Kdm6b	Klc4	Krt8	Laptm4a	Lgals3bp	Lgmn	Ly6h	Manbal	Map1lc3a	Mapk15	Mapre3	Mettl26	Mob2	Morf4l1	Mospd3	Nadsyn1	Nbl1	Ninj1	Nnat	Nsmce3	Nucb2	Oaz1	Ogfod3	Pcbp3	Pcsk1n	Pdia5	Pea15a	Pebp1	Peg3	Pex26	Pick1	Pip4p1	Pnrc1	Polb	Prr13	Prrg2	Prss2	Ptms	Ptov1	Ptpa	Ptpn1	Rab37	Rab3b	Rae1	Rbm26	Rbm39	Rgs16	Rheb	Rhoc	Rogdi	Rpl13a	Rpl6	Rsrc2	Rtn4	Scg5	Sdc4	Sdf2l1	Sdhc	Selenos	Set	Sez6l2	Sf3b2	Sfr1	Sfrp5	Sil1	Slc25a3	Slc25a5	Smarcb1	Smco4	Snrpc	Sod1	Soga3	Srsf11	Srsf5	Ssr1	Sult2b1	Szrd1	Tceal3	Tdrkh	Tex261	Tle5	Tmed9	Tmem250-ps	Tmem263	Tmem59	Tmem59l	Tomm40l	Try4	Tsc22d1	Tspan8	Tubb2b	Tubb4b	Txnl4a	Ubb	Ubb-ps	Ubc	Ube2e1	Ush1c	Wbp2	Wdfy1	Wipi1	Ywhae	Zfp36	Zfyve21	Zg16	Znhit1	Zscan26
TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_DUCTAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_DUCTAL_CELL_AGEING	0610010K14Rik	2610528J11Rik	A430005L14Rik	Abl1	Adam33	Adh1	Adrm1	Akt1s1	Aldh2	Ambp	Anapc11	Arhgap44	Arhgdia	Arl3	Atn1	Atp5g2	B2m	BC029722	Bcap31	Bcl7c	Bcl9l	Bend5	Bri3	Bsg	Bst2	C2cd4b	C3	Cald1	Calm2	Capsl	Cavin1	Cbx7	Ccnd2	Cd63	Cd9	Cdc37	Cdc42ep5	Cdkn2c	Cel	Cfap298	Cfl1	Chchd10	Chchd2	Chd6	Cic	Cirbp	Cldn3	Clec1a	Commd10	Cpa1	Cpa2	Cpb1	Cpeb3	Cryab	Csf2ra	Csnk2b	Ctsh	Cyba	Cytl1	Dad1	Dapk3	Dbndd2	Ddah2	Dpt	Drap1	Dtx3	Dynll2	Eapp	Echdc2	Eif1	Eif5a	Eloc	Elof1	Emc7	Emd	Eno1b	Ergic1	Erh	Etfa	F11r	F8a	Fkbp2	Fnbp1l	Fos	Fth1	Ftl1	Fus	Fuz	Fxyd1	Gabarapl1	Gabarapl2	Gadd45b	Gadd45gip1	Get3	Gjb1	Gm20300	Gnb1	Gng10	Gps2	Gpx4	Gsn	Gsta3	Gstm1	Gstm2	H2-D1	H2-K1	H2-Q6	Hhex	Hmg20b	Hprt	Ier2	Ifi27	Ifi35	Ifitm2	Ifitm3	Ift27	Igfbp7	Igsf5	Il34	Ino80e	Inpp4a	Irf2bp2	Jag1	Jund	Kdelr1	Kdm6b	Kdsr	Kpna4	Krt18	Lamtor4	Laptm4a	Lcn2	Ldhb	Lgals3bp	Lmo4	Lrrc75a	Lrrc8a	Lurap1l	Ly6a	Macrod1	Manbal	Map1lc3a	Mapk3	Marf1	Mcfd2	Mgst1	Mmp7	Morf4l1	Myo10	Naa80	Nabp2	Nav2	Ndufa9	Nectin2	Nfic	Nfkbib	Ngf	Ngp	Nop53	Npm1	Nr2c2ap	Nr2f2	Nsd3	Nucb2	Nupr1	Oaz1	Oaz2	Osgin1	Paip1	Paqr6	Pdcd2	Pebp1	Pex14	Pfdn1	Pfdn6	Pfn1	Phb2	Plet1	Pnliprp1	Pnliprp2	Polr3gl	Pomp	Ppa1	Ppp1r35	Prdx1	Prdx5	Prr13	Psma2	Psmb8	Ptma	Ptms	Qsox1	Rab5c	Ranbp1	Rasl11a	Rbm26	Rbp1	Reep5	Rheb	Rhoc	Rita1	Rnaset2b	Rnf126	Rpl13	Rpl13a	Rpl4	Rpl6	Rpl7l1	Rplp0	Rps3	Rps3a1	Rps7	Rrp1	Rtf1	Rtp4	S100a16	Sat1	Scand1	Sdc4	Sdhc	Selenok	Selenom	Selenos	Selenow	Sf3b2	Sf3b4	Sfn	Sfrp5	Slc25a3	Slc25a5	Smagp	Smco4	Smdt1	Smim19	Snrpc	Sod1	Spacdr	Spag7	Spr	Spry2	Sptssa	Ssbp1	Ssbp3	Sumo1	Swi5	Sycn	Szrd1	Tcf7l2	Thap3	Tle5	Tm4sf1	Tmed9	Tmem160	Tmem176a	Tmem176b	Tmem37	Tmem59	Tmem9	Tmsb10	Tmsb4x	Tomm6	Tsc22d1	Txn2	Ubb	Ubb-ps	Ube2m	Ubl7	Use1	Vps72	Wbp2	Wbp4	Wiz	Ybx1	Ywhae	Zcrb1	Zfp36	Zfp414	Zfp704	Zfp787	Znhit1	Znrf3	Zscan26	ccdc198
TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_POLYPEPTIDE_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_POLYPEPTIDE_CELL_AGEING	Abcf1	Abhd17a	Agtrap	Alkbh6	Arhgdia	Arpc3	BC029722	Bace2	Blcap	Bsg	C1d	Calm2	Casz1	Cbr1	Cela2a	Celsr3	Cfap298	Cfl1	Chd1	Clps	Cotl1	Cstf1	Ctnnbl1	Dnajb1	Drap1	Dusp1	Elp5	Emc10	Erlec1	F8a	Fkbp8	Fn3k	Fos	Foxa3	Gab1	Gal3st1	Gng10	H3f3b	Hdgf	Ier2	Ifitm2	Ilkap	Jmjd6	Jtb	Jund	Kdelr1	Klc3	Klf13	Lamtor1	Lrig1	Lsg1	Lsr	Map1lc3a	Med6	Mmadhc	Mospd3	Mphosph6	Mtif2	Mydgf	Naa80	Nsfl1c	Nudt16	Ociad1	Papss2	Pcbp3	Pdhb	Pebp1	Pgd	Pnrc1	Pofut1	Ppa1	Ppa2	Ppp1ca	Ppp1r11	Ppp5c	Prdx1	Prelid1	Prr13	Prss3b	Psmb4	Ptma	Ptms	Rab12	Rab3a	Rbm25	Rrm2b	Samd4b	Sdf2l1	Sdhc	Sdr39u1	Selenos	Sf3b2	Shisa5	Smarcb1	Snrpa	Sobp	Spcs2	Srm	Ssb	Ssbp4	Ssna1	St13	Stmn3	Stub1	Syn2	Szt2	Tagln2	Tceal3	Tceal9	Tex261	Tle5	Tmem219	Tprkb	Trappc5	Trappc6b	Try4	Tsc22d1	Ubb	Ubb-ps	Ube2a	Zbtb7c
TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_STELLATE_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_STELLATE_CELL_AGEING	Cygb	Gnb1	Pltp	Ptma	Ptms	Rps4x	Tle5
TABULA_MURIS_SENIS_SKIN_BASAL_CELL_OF_EPIDERMIS_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SKIN_BASAL_CELL_OF_EPIDERMIS_AGEING	0610010K14Rik	1110065P20Rik	1700025G04Rik	1810037I17Rik	2310011J03Rik	2310033P09Rik	2310039H08Rik	2310050C09Rik	2510002D24Rik	2610528J11Rik	AI467606	AW112010	Aarsd1	Abhd11	Abhd17a	Abracl	Acbd4	Acbd6	Acot8	Acta2	Adrm1	Aimp1	Aimp2	Ak2	Akip1	Aknad1	Akr1a1	Akr1c13	Akt1s1	Alad	Anapc11	Anp32a	Anp32b	Anp32e	Antkmt	Ap1s1	Ap2s1	Apex1	Aplp1	Apoc1	Apoc3	Apoe	Aprt	Arf5	Arhgdia	Arhgdib	Arl2	Arl3	Arl4a	Arl6ip4	Arpc1b	Arpc3	Arpc5l	Arpp19	Atf4	Atg101	Atox1	Atp5c1	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5l	Atp5o	Atp6v0b	Atp6v0e	Atp6v1f	Atp6v1g1	Atpif1	Atraid	Aurkaip1	Avpi1	B2m	BC029722	BC031181	BC064078	Babam1	Bad	Bag1	Bag6	Banf1	Bax	Bbln	Bcl2l12	Bcl7c	Bcl9l	Bex3	Bgn	Bloc1s1	Blvrb	Bmyc	Bod1	Bri3	Brk1	Bsg	Btf3	C1qtnf12	Calm1	Calm2	Calm4	Calm5	Capns2	Capzb	Card19	Casz1	Cavin3	Cbr1	Cbr3	Ccdc107	Ccdc12	Ccdc124	Ccl2	Ccl27a	Ccl5	Ccnd2	Ccs	Cd2	Cd63	Cd74	Cd79b	Cd9	Cdc123	Cdc37	Cdc42ep3	Cdc42ep5	Cdk2ap2	Cdkn1a	Cdkn2d	Cebpa	Cebpzos	Cela1	Cela2a	Cenpx	Cfap298	Cfdp1	Cfl1	Chchd10	Chd4	Chmp2a	Chmp4b	Chrac1	Cib1	Cib2	Cic	Cirbp	Cisd1	Clasrp	Clca2	Cldn3	Clic1	Clic3	Clic4	Clpp	Cltb	Cmtm8	Cnih4	Cnp	Cnpy2	Coa3	Commd1	Commd4	Commd7	Commd9	Cope	Cops5	Coq7	Coro1a	Cotl1	Cox14	Cox4i1	Cox5a	Cox7a2l	Cox8a	Crip2	Cryab	Csnk2b	Cst3	Cst6	Cstb	Ctdnep1	Ctnnbip1	Ctsh	Ctsz	Cuta	Cxcl14	Cyb5a	D8Ertd738e	Dad1	Dapl1	Dazap1	Dbi	Dbndd2	Dcn	Dctn3	Dctpp1	Ddr1	Ddrgk1	Denr	Depp1	Dexi	Dgcr6	Dhrs4	Dmac1	Dmkn	Dnajc13	Dnajc19	Dnajc2	Dnajc30	Dnajc4	Dnlz	Dpm1	Dpy30	Dpysl2	Drap1	Dtnbp1	Dtymk	Dusp2	Dusp22	Dynll1	Dynll2	Dynlrb1	Ebna1bp2	Ebp	Ece1	Ech1	Echdc2	Eci1	Edf1	Eef1b2	Eef1d	Efna1	Eif1	Eif1ax	Eif3f	Eif3g	Eif3i	Eif3k	Eif4e2	Eif4ebp1	Eif4g1	Eif5a	Elob	Elof1	Emc10	Emc4	Emc7	Emc8	Emd	Emp2	Endog	Erh	Erp29	Etfb	Ethe1	Evpl	Exosc4	Exosc5	Exosc6	Exosc7	Exosc8	Faap20	Fabp5	Fahd1	Faim	Fam104a	Fam110a	Fam122a	Fam162a	Fam241b	Fam25c	Fam89b	Fbl	Fcgbp	Fcgr2b	Fdps	Fdx1	Fermt1	Fgfbp1	Fis1	Fkbp2	Fkbp3	Foxn3	Frg1	Fth1	Ftl1	Fxr2	Fxyd3	Fxyd5	Gadd45gip1	Gar1	Gata3	Gatad1	Gatd3a	Gc	Gemin7	Gga1	Ggct	Gid8	Gimap1	Gipc1	Glrx2	Glrx5	Gm9320	Gm94	Gnb1	Gnb2	Gng10	Gnptg	Gpatch4	Gpha2	Gpx1	Gpx4	Grap	Grb2	Grcc10	Grhpr	Grpel1	Gstm1	Gstm5	Gsto1	Gstp1	Gtf2a2	Gtf2h5	Gtf3c6	Guk1	H1f0	H2-Aa	H2-Ab1	H2-DMa	H2-Eb1	H2-K1	H2aj	H2az2	Hacd2	Hagh	Hbegf	Hcfc1r1	Hebp2	Higd1a	Higd2a	Hilpda	Hint1	Hint2	Hmg20b	Hmgb2	Hmgn1	Hoxa7	Hpf1	Hras	Hs3st6	Hsbp1	Hsd17b10	Hsd17b8	Hspe1	Hyi	Hypk	Id3	Ier2	Ier3	Ier3ip1	Iffo2	Ifi27	Ifi30	Ifi35	Ifitm2	Ifitm3	Ift20	Ift27	Ift43	Igfbp7	Il11ra1	Il34	Ing2	Inmt	Ino80b	Ino80e	Iscu	Itgb1bp1	Itm2b	Josd2	Jtb	Jund	Kcnk7	Kdelr1	Kdm6b	Khk	Klc3	Klf13	Klf2	Klf4	Klf5	Klk8	Krt1	Krt10	Krt17	Krt7	Krtcap2	Krtdap	Kxd1	Lage3	Lamtor1	Lamtor2	Lamtor4	Lamtor5	Lat	Lck	Ldhb	Lgals3	Lgals7	Lgi2	Lin37	Lmo1	Lmo4	Lor	Lrp4	Lrrc8a	Lsm2	Lsm4	Ltb	Lxn	Ly6d	Ly6e	Ly6g6c	Ly86	Lypd3	Macrod1	Mafg	Magoh	Malat1	Manbal	Manf	Map1lc3a	Map2k2	Mbd3	Mbp	Mcee	Mcrip1	Mdh1	Mea1	Med10	Med28	Med8	Metrnl	Mettl5	Mgll	Mgst1	Mgst3	Micos10	Micos13	Mien1	Mif	Mocs2	Mospd3	Mpc1	Mpc2	Mpdu1	Mplkip	Mpnd	Mpst	Mpv17l2	Mrpl12	Mrpl13	Mrpl14	Mrpl17	Mrpl2	Mrpl23	Mrpl24	Mrpl27	Mrpl28	Mrpl30	Mrpl32	Mrpl33	Mrpl34	Mrpl36	Mrpl4	Mrpl40	Mrpl41	Mrpl42	Mrpl43	Mrpl48	Mrpl51	Mrpl53	Mrpl54	Mrpl55	Mrpl57	Mrpl58	Mrps12	Mrps14	Mrps15	Mrps16	Mrps18a	Mrps18b	Mrps24	Mrps26	Mrps34	Mrps36	Mt4	Mtarc2	Mvb12a	Mxd4	Mycbp2	Myl12a	Myl6	Myl9	Naa10	Naa38	Nabp2	Naca	Nans	Napsa	Naxd	Naxe	Nbdy	Nbl1	Ncbp2as2	Ncf4	Ndufa11	Ndufa12	Ndufa13	Ndufa4l2	Ndufa6	Ndufa7	Ndufa8	Ndufab1	Ndufaf8	Ndufb10	Ndufb11	Ndufb5	Ndufb6	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufc2	Ndufs3	Ndufs6	Ndufs7	Ndufs8	Ndufv2	Ndufv3	Nectin1	Nedd8	Nenf	Nfic	Nfix	Nfkbia	Nfkbib	Nhp2	Ninj1	Nme1	Nme2	Nop10	Nop16	Notch1	Npc2	Npm1	Npm3	Nr2c2ap	Nradd	Nrarp	Nrtn	Nsd3	Nsfl1c	Nt5c	Nt5c3b	Nudt14	Nudt16l1	Nudt18	Nudt3	Nupr1	Nxt1	Oas1f	Oaz1	Orai1	Ormdl2	Ostc	Ostf1	Otub1	Pabpn1	Pafah1b3	Park7	Parl	Pcbd2	Pcbp2	Pdap1	Pdcd5	Pdgfa	Pdlim2	Pdrg1	Pdzk1ip1	Pebp1	Pfdn1	Pfdn2	Pfdn5	Pfdn6	Pfn1	Pgls	Pgp	Pgrmc2	Phax	Phb2	Phf23	Phlda3	Phpt1	Pin1	Pkig	Pla2g12a	Plac8	Plekhj1	Plet1	Plpp3	Pmf1	Pmm1	Pnkd	Pnn	Pnrc1	Pold4	Polr1d	Polr1g	Polr2e	Polr2g	Polr2i	Pomp	Pop5	Pop7	Pou3f1	Ppdpf	Ppib	Ppig	Ppp1r11	Ppp1r13l	Ppp1r14b	Ppp1r35	Ppp4c	Prdx5	Prelid1	Prr13	Prrg2	Prxl2b	Psenen	Psma2	Psma3	Psma4	Psma6	Psma7	Psmb1	Psmb10	Psmb2	Psmb3	Psmb4	Psmb5	Psmb6	Psmb8	Psmb9	Psmc3	Psmd4	Psmd7	Psme1	Psme2	Psmg3	Psph	Ptgds	Ptma	Ptms	Ptpn1	Pttg1	Pycard	Rab24	Rab25	Rab4b	Rab5if	Rabac1	Rac3	Rack1	Rala	Ralbp1	Ranbp1	Rarg	Rarres1	Rbfa	Rbm25	Rbm26	Rbm42	Rbm8a	Rcsd1	Reep5	Retnlg	Rex1bd	Rexo2	Rfxap	Rgs10	Rgs4	Rhoh	Rnaseh2c	Rnasek	Rnf126	Rp9	Rpl10	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl22l1	Rpl24	Rpl27a	Rpl28	Rpl3	Rpl31	Rpl31-ps12	Rpl32	Rpl35	Rpl36	Rpl41	Rpl5	Rpl6	Rpl7a	Rpl8	Rpl9	Rplp0	Rplp1	Rplp2	Rpp25l	Rps10	Rps11	Rps13	Rps14	Rps15a-ps6	Rps16	Rps18	Rps19	Rps20	Rps24	Rps27	Rps27a	Rps27l	Rps3	Rps3a1	Rps4x	Rps5	Rps7	Rps8	Rps9	Rpsa	Rras	Rrp1	Rtf1	Rtraf	S100a11	S100a13	S100a14	S100a16	Sac3d1	Samd4b	Sarnp	Sbsn	Scamp3	Scand1	Scnm1	Scp2	Sdc4	Sdhb	Sdhc	Sec11c	Sec61b	Selenoh	Selenok	Selenos	Selenow	Senp6	Serbp1	Serf2	Sertad1	Set	Sf3b2	Sf3b4	Sf3b5	Sfn	Sfr1	Sftpa1	Sftpc	Sh3bgrl3	Sin3b	Siva1	Slc25a3	Slc6a8	Slpi	Smagp	Smarcb1	Smco4	Smdt1	Smim12	Smim14	Smim20	Smim29	Smim30	Snapc5	Snrnp70	Snrpa	Snrpc	Snrpd1	Snrpd2	Snrpd3	Snw1	Sod2	Sostdc1	Spag7	Sparc	Spcs1	Spint2	Spr	Sprr1a	Sra1	Sri	Srp14	Srrm1	Srrm2	Srsf9	Ssbp3	Ssbp4	Ssna1	Ssr4	Ssu72	Stk19	Stmn1	Stmp1	Stub1	Stx4a	Stx8	Sub1	Sult5a1	Svbp	Swi5	Syf2	Syngr2	Sys1	Szrd1	Taf10	Taf9	Tbcb	Tceal8	Tceal9	Tcf7l2	Tecr	Ten1	Tex261	Tex264	Thap3	Thap7	Timm13	Timm17b	Tle5	Tm2d2	Tm2d3	Tm4sf1	Tma7	Tmbim4	Tmed10	Tmed3	Tmed9	Tmem11	Tmem134	Tmem147	Tmem14c	Tmem160	Tmem176b	Tmem192	Tmem205	Tmem208	Tmem219	Tmem234	Tmem238	Tmem242	Tmem250-ps	Tmem40	Tmem45a	Tmem45b	Tmem50a	Tmem54	Tmem9	Tmsb10	Tmsb4x	Tnfrsf18	Tnfrsf4	Tnni3	Tomm5	Tomm6	Tpgs1	Tpt1	Trappc1	Trappc2l	Trappc3	Trappc6a	Trappc6b	Triap1	Trir	Trmt112	Trnau1ap	Tsn	Tspo	Tssc4	Tuba4a	Tubb4b	Tubb5	Txn2	U2af1	Ubald1	Ubb	Ubb-ps	Ube2c	Ube2k	Ube2m	Ube2s	Ubl7	Ubxn1	Ubxn4	Uchl3	Uqcc2	Uqcc3	Uqcc4	Uqcr10	Uqcr11	Uqcrh	Urah	Use1	Usf2	Vamp8	Vasp	Vgll4	Vkorc1	Vps28	Vps29	Vps72	Vsir	Vti1b	Wasf2	Wbp2	Wdr18	Wdr74	Wdr83os	Wfdc2	Wnt4	Ybx1	Yif1a	Ypel3	Yy1	Zcchc17	Zcrb1	Zfand2b	Zfp414	Zfp503	Zfp703	Zfp750	Zfpl1	Zmat5	Znhit1	Znrd2
TABULA_MURIS_SENIS_SKIN_BULGE_KERATINOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SKIN_BULGE_KERATINOCYTE_AGEING	0610010K14Rik	1110038F14Rik	2210016L21Rik	2310011J03Rik	2510002D24Rik	A430005L14Rik	Acbd6	Acin1	Acta2	Adh1	Adh7	Adrm1	Agr2	Aimp1	Akt1s1	Alad	Aldh3a1	Alkbh6	Anapc11	Anp32a	Anp32b	Anp32e	Ap2s1	Apoc1	Apoe	Apold1	Aprt	Arf5	Arglu1	Arhgap44	Arhgdia	Arhgdib	Arl13b	Arl2	Arl3	Arl4a	Arl6ip4	Arl6ip5	Arpc3	Atn1	Atox1	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5l	Atp5o	Atp6v0c	Atp6v0e	Atp6v1f	Atp6v1g1	Atpif1	Atraid	Aurkaip1	B2m	B4galt1	BC005624	BC029722	BC031181	BC064078	Babam1	Bad	Banf1	Bcl2l12	Bcl7c	Bcl9l	Bcr	Bex3	Birc6	Bloc1s1	Blvrb	Bmyc	Bola1	Bola2	Brd2	Bri3	Brk1	Bsg	Btf3	C1d	C1qbp	Cald1	Calm1	Calm2	Calm3	Capg	Capns1	Capns2	Cavin3	Cbarp	Cbr1	Cbr2	Cbx1	Cbx3	Ccdc12	Ccdc124	Ccdc28b	Ccdc59	Ccdc85b	Cck	Cd14	Cd63	Cd74	Cd9	Cdc42ep3	Cdc42ep5	Cdk2ap2	Cdkn1c	Cdpf1	Ceacam1	Cebpzos	Cenpx	Cfap298	Cfdp1	Cfl1	Chchd2	Chchd7	Chd4	Chil1	Chmp2a	Chrac1	Ciao2b	Cib2	Cic	Cirbp	Cisd1	Cited2	Cldn4	Clic1	Clic4	Clta	Cltb	Cmip	Cmtm7	Cnih4	Cnn3	Cnp	Cnpy2	Coa3	Col1a2	Col3a1	Commd1	Cope	Copz2	Coro1a	Cotl1	Cox4i1	Cox5a	Cox6a1	Cox6b1	Cox7a2l	Cox8a	Cpne8	Crip1	Crip2	Cryab	Csnk2b	Cst3	Cstb	Ctbp2	Ctdnep1	Ctnnbip1	Ctsl	Ctss	Ctsz	Cuta	Cxcl1	Cxcl14	Cyb5a	Cyba	Cycs	Cytl1	D8Ertd738e	Dad1	Dcn	Dctn3	Dctn4	Dctpp1	Dcxr	Ddah2	Ddhd2	Ddr1	Ddrgk1	Dek	Dgcr6	Dhrs4	Dnajc4	Dnajc8	Dpm1	Dpt	Dpy30	Dpysl2	Drap1	Dtd1	Dtx3	Dut	Dynll1	Dynll2	Dynlrb1	Ebna1bp2	Ebpl	Ece1	Eci1	Edf1	Eef1b2	Eef1d	Efnb2	Egfl7	Eif1ax	Eif1b	Eif3f	Eif3g	Eif3k	Eif4ebp1	Eif4g1	Eif5a	Eif5b	Elob	Elof1	Emc10	Emc4	Emd	Emp3	Endog	Eng	Enpp2	Erdr1x	Erh	Esam	Etfb	Ethe1	Exosc1	Exosc5	Exosc7	Exosc8	Fabp5	Fam104a	Fam241b	Fam89b	Fbl	Fcgr3	Fermt1	Fgfbp1	Fgfr1	Fis1	Fkbp2	Fkbp3	Flna	Frg1	Fth1	Ftl1	Furin	Fxyd3	Fxyd6	Fzd2	Gabarap	Gabarapl2	Gadd45b	Gadd45gip1	Gas5	Gatad1	Gatd3a	Gemin7	Gga1	Gid4	Gimap6	Glrx5	Gm2a	Gnb1	Gnb2	Gng5	Gnptg	Gps2	Gpx1	Gpx3	Gpx4	Grcc10	Grem1	Gstm1	Gstm2	Gstm5	Gstp1	Gtf2h5	H2-Aa	H2-Ab1	H2-D1	H2-DMa	H2-Eb1	H2-K1	H2aj	H2az2	Hcfc1r1	Higd2a	Hint1	Hint2	Hmg20b	Hmgb1	Hmgb2	Hmgn1	Hmgn2	Hnrnpa0	Hopx	Hoxa7	Hoxb2	Hoxb6	Hoxc8	Hpf1	Hras	Hs3st6	Hsbp1	Hsd17b10	Hspe1	Hypk	Icam2	Id3	Ier2	Ier3	Ier5l	Iffo2	Ifi27	Ifi35	Ifitm2	Ifitm3	Ift20	Ift27	Igfbp5	Igfbp6	Igfbp7	Ino80b	Ino80e	Irag2	Irf2bp2	Irx3	Irx5	Iscu	Jtb	Jund	Kcnk2	Kdelr1	Kdm6b	Khk	Kif1c	Klf2	Klf4	Klf5	Klhl9	Kpna4	Krt14	Krt17	Krt18	Krt19	Krt24	Krt4	Krt8	Krtcap2	Lage3	Lamtor1	Lamtor2	Lamtor4	Laptm5	Lck	Ldhb	Lefty1	Lgals1	Lgals3bp	Lgals9	Lgr4	Lhx2	Lin37	Lmo1	Lmo4	Lrg1	Lrp4	Lrrc8a	Lsm2	Lsm4	Ltbp2	Ltbp4	Luzp1	Lxn	Ly6a	Ly6c1	Ly6d	Ly6e	Macrod1	Mag	Magoh	Malat1	Manbal	Manf	Map1lc3a	Marcksl1	Marf1	Mbp	Mea1	Med10	Med28	Mgp	Mgst1	Micos10	Micos13	Micu3	Mien1	Mif	Mir24-2	Mocs2	Mospd3	Mpc1	Mpc2	Mpdu1	Mpo	Mpv17l2	Mrpl12	Mrpl13	Mrpl14	Mrpl17	Mrpl18	Mrpl22	Mrpl23	Mrpl24	Mrpl27	Mrpl28	Mrpl30	Mrpl33	Mrpl41	Mrpl42	Mrpl48	Mrpl51	Mrpl54	Mrpl58	Mrps12	Mrps14	Mrps15	Mrps16	Mrps24	Mrtfb	Mtarc2	Mycbp2	Mydgf	Myl12a	Myl6	Myl9	Myo1d	Mzt2	Naa10	Naa38	Naa80	Nabp2	Naca	Naxe	Nbl1	Ncl	Ncoa3	Ndufa11	Ndufa12	Ndufa13	Ndufa4	Ndufa5	Ndufa6	Ndufa7	Ndufa8	Ndufab1	Ndufb10	Ndufb11	Ndufb4	Ndufb5	Ndufb6	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufc2	Ndufs3	Ndufs4	Ndufs6	Ndufs7	Ndufs8	Ndufv2	Nectin1	Nedd8	Nenf	Nfic	Nfix	Nfkbib	Ninj1	Nme1	Nme2	Nol7	Nop10	Nop53	Npc2	Npm1	Npm3	Nr4a2	Nradd	Nrtn	Nsd3	Nt5c3b	Nudc	Nudt3	Nudt9	Oaz1	Ostc	Otub1	Pabpn1	Pafah1b3	Palld	Paqr6	Park7	Pcbp2	Pdap1	Pdcd5	Pdcl3	Pdgfa	Pdrg1	Pdzk1ip1	Pebp1	Penk	Pfdn1	Pfdn2	Pfdn5	Pfdn6	Pfn1	Pgls	Phb2	Phlda3	Phpt1	Phyhipl	Pin1	Plekhj1	Plgrkt	Plp2	Plpp1	Plpp3	Pltp	Pold4	Pole4	Polr1d	Polr1g	Polr2e	Polr2f	Polr2g	Polr2i	Polr3gl	Pomp	Pop5	Ppdpf	Ppib	Ppig	Ppp1r11	Ppp1r13l	Ppp1r35	Ppp1r9b	Pqbp1	Prdx5	Prelid1	Prr13	Prxl2a	Psenen	Psma2	Psma6	Psma7	Psmb1	Psmb2	Psmb3	Psmb4	Psmb5	Psmb6	Psmb8	Psmd4	Psmd7	Psme1	Psme2	Pstk	Ptgds	Ptma	Ptms	Pttg1	Qsox1	Rabac1	Rac3	Rack1	Rala	Ralbp1	Ranbp1	Rarg	Rbm25	Rbm26	Rbm39	Rbm8a	Rdh13	Reep5	Rex1bd	Rexo2	Rflnb	Rhoc	Rnase4	Rnaseh2c	Rnasek	Rnaset2b	Rnf126	Rnf208	Rp9	Rpl10	Rpl10a	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl23	Rpl24	Rpl27a	Rpl28	Rpl3	Rpl31	Rpl32	Rpl34-ps1	Rpl35	Rpl36	Rpl37a	Rpl4	Rpl5	Rpl6	Rpl7a	Rpl8	Rpl9	Rplp0	Rplp1	Rplp2	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps15a	Rps16	Rps17	Rps18	Rps19	Rps20	Rps24	Rps27	Rps27a	Rps27l	Rps3	Rps3a1	Rps4x	Rps5	Rps7	Rps8	Rps9	Rpsa	Rras	Rrn3	Rrp1	Rsrc2	Rtf1	Rtraf	Rwdd1	S100a1	S100a13	S100a14	S100a16	S100a4	Samd4b	Sarnp	Scand1	Scx	Sdc4	Sde2	Sdhc	Sec11c	Sec61b	Selenok	Selenom	Selenos	Selenow	Sem1	Senp6	Serbp1	Serf2	Serpinf1	Serping1	Set	Sf3b2	Sf3b4	Sf3b5	Sfn	Sfrp1	Sh3bgrl3	Sh3pxd2a	Sin3b	Siva1	Skil	Slpi	Smco4	Smdt1	Smim30	Snrnp27	Snrpa	Snrpb	Snrpc	Snrpd1	Snrpd2	Snrpd3	Snrpg	Snw1	Sod1	Sox17	Sox9	Spag7	Sparc	Sparcl1	Spcs1	Spin1	Spint2	Spr	Spry2	Spsb2	Sra1	Srp14	Srrm1	Srrm2	Srsf5	Ssbp3	Ssna1	Ssr4	Stmn1	Stmp1	Stub1	Stx8	Sub1	Sumo1	Sumo2	Svbp	Swi5	Syf2	Szrd1	Tagln	Tbcb	Tceal9	Tcf7l2	Ten1	Tenm2	Tex261	Tfap2a	Tfap2b	Thap3	Thbd	Timm13	Timm17b	Timp3	Tle5	Tm2d2	Tm2d3	Tm4sf1	Tma7	Tmbim4	Tmed1	Tmed10	Tmed3	Tmed9	Tmem107	Tmem11	Tmem126a	Tmem14c	Tmem160	Tmem204	Tmem205	Tmem208	Tmem219	Tmem222	Tmem234	Tmem242	Tmem250-ps	Tmem42	Tmem50a	Tmem9	Tmsb10	Tmsb4x	Tnfaip8	Tomm6	Tpm2	Tpt1	Tra2a	Trappc3	Trappc6a	Trem2	Trf	Triap1	Trir	Trmt112	Trnau1ap	Try5	Tsn	Tspo	Tssc4	Tubb5	Tubb6	Twf1	Txn2	Txndc17	U2af1	Ubald1	Ubb	Ubb-ps	Ube2k	Ube2l3	Ube2m	Ube2s	Ubl7	Ubxn1	Ubxn4	Ufc1	Uqcc2	Uqcc3	Uqcr10	Uqcrh	Uqcrq	Urah	Use1	Usp18	Uvssa	Vamp8	Vim	Vkorc1	Vps28	Vps29	Vps72	Vti1b	Wasf2	Wbp11	Wbp2	Wbp4	Wdr83os	Wdtc1	Wfdc3	Ybx1	Ypel3	Zcrb1	Zfp36l1	Zfp414	Zfp503	Zfp664	Zfp703	Zfpl1	Zmat2	Zmat5	Znhit1	Znhit6	Znrd2	Zscan26
TABULA_MURIS_SENIS_SKIN_EPIDERMAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SKIN_EPIDERMAL_CELL_AGEING	0610010K14Rik	1110038F14Rik	1810034E14Rik	2310011J03Rik	2410002F23Rik	2510002D24Rik	2610528J11Rik	AW112010	Abhd14b	Abhd16a	Abhd17a	Acbd4	Acer1	Acot8	Acta2	Adora2b	Adrm1	Aen	Aimp1	Akirin2	Akr1a1	Akt1s1	Aldh2	Anapc11	Anp32b	Anxa8	Ap1s1	Ap2s1	Arf5	Arhgdia	Arl13b	Arl4a	Arl6ip4	Arpc1b	Arpc3	Atg101	Atg9a	Atp5g2	Atp6v0b	Atp6v1d	Aup1	B2m	B3gat3	BC004004	BC029722	BC064078	Babam1	Bad	Bag1	Barx2	Bbc3	Bccip	Bcl2l1	Bcl7b	Bcl7c	Bcl9l	Bex3	Bicdl2	Bin1	Bloc1s4	Bod1	Bok	Brd3	Bri3	Bri3bp	Bsg	C1qtnf12	C77080	Calm2	Calm5	Capns2	Casc3	Casz1	Cbarp	Cbx2	Ccdc115	Ccdc124	Ccdc80	Ccdc85b	Ccl2	Ccl6	Ccn1	Ccs	Cd37	Cd53	Cd63	Cd74	Cd82	Cd9	Cdc123	Cdc37	Cdk5	Cdk9	Cdkn1a	Cdkn2b	Cdkn2d	Cebpa	Cebpd	Cebpg	Cenpb	Cep170b	Cfl1	Chmp2a	Chmp6	Cic	Cirbp	Cited2	Clca2	Cldn5	Clic1	Clic4	Cltb	Cmip	Cobl	Col6a3	Commd9	Coq7	Cox7a2l	Crb3	Creld2	Crip2	Csnk2b	Csrnp1	Csrp1	Ctcf	Ctdnep1	Ctnnbip1	Ctsz	Cxcl10	Cxcl14	Cyb5r3	Czib	Dcakd	Dcn	Ddb1	Ddr1	Ddrgk1	Dedd	Denr	Dexi	Dgcr6	Dhrs3	Dhrs4	Dlgap4	Dlx5	Dnajc13	Dnajc9	Dnase1l3	Dpep1	Drap1	Dtnbp1	Dusp22	Dusp7	Ece1	Echdc2	Echs1	Edn1	Eef1b2	Eeig1	Efna1	Efs	Egfl7	Egr1	Eif3f	Eif3k	Eif4g1	Eif5a	Elf3	Elof1	Emc10	Emd	Epb41l4b	Ergic3	Erp29	Esrra	Etfb	Ethe1	Evi2a	Evpl	Exosc5	Exosc6	Exosc7	Faim	Fam104a	Fam241b	Fam32a	Fam3a	Fam89b	Fance	Fbl	Fcer1g	Fermt3	Fez1	Fgfbp1	Fis1	Fkbp3	Fkbp8	Fos	Fosl1	Fosl2	Foxq1	Fstl3	Ftl1	Gabarapl1	Gadd45gip1	Gar1	Gas2l1	Gas7	Gata3	Gatd3a	Gfus	Gga1	Gid4	Gipc1	Gjb6	Gm9320	Gmfg	Gnaq	Gnb1	Gnb2	Gng10	Gpatch4	Gpha2	Gpx4	Grhpr	Grina	Guk1	H1f0	H2-Aa	H2-Ab1	H2-D1	H2-DMa	H2-Eb1	H2-K1	H2ax	Hagh	Has1	Hdgf	Hebp2	Hmg20b	Hmgn1	Hnrnpul2	Hpf1	Hras	Hs3st6	Hsd17b8	Htatip2	Hyi	Hyou1	Ier2	Ier3	Iffo2	Ifitm2	Igbp1	Igfbp4	Igfbp7	Ilkap	Ing1	Ing2	Inka1	Ino80b	Ino80e	Irf2bpl	Irx5	Itgb1bp1	Itm2b	Jagn1	Junb	Jund	Kcnk7	Kdelr1	Kdm6b	Kif1c	Klc3	Klf13	Klf16	Klf4	Klf5	Krt13	Krt14	Krt17	Krt4	Krt5	Kxd1	Lamtor1	Lamtor3	Lamtor4	Leng1	Lgals3	Lgals9	Lias	Lmo4	Lrp4	Lrpap1	Lrrc8a	Lsm2	Ltb	Ltb4r2	Ltbp4	Lxn	Ly6g6e	Lypd3	Lypd8	Lypla2	Macrod1	Mal	Manbal	Map1lc3a	Map2k2	Mapk3	Mapkbp1	Mark2	Mbd3	Mbp	Mcrip1	Mdh1	Med4	Med8	Metrnl	Mettl5	Mgp	Mgst1	Mif4gd	Mllt10	Mmp2	Mob3b	Mospd3	Mpnd	Mpst	Mrpl2	Mrpl24	Mrps12	Mrps18a	Mrps26	Mrto4	Mtch1	Mvb12a	Mxra8	Mycbp2	Mydgf	Myo1c	Naa10	Nabp2	Nans	Nbl1	Ncln	Ndrg2	Ndufa4l2	Nectin2	Nfic	Nfix	Nfkbia	Nfkbib	Nfkbil1	Nfkbiz	Ninj1	Nop53	Notch1	Notch3	Npc2	Nr2c2ap	Nr4a1	Nr4a2	Nsd3	Nsmce3	Nt5c3b	Nudt18	Nudt3	Nudt9	Nupr1	Oaz1	Oaz2	Orai1	Ormdl3	Ostc	Otulin	Pa2g4	Pdlim2	Pdrg1	Pebp1	Pex14	Pfdn2	Pfdn6	Pfn1	Phb2	Phf23	Phlda3	Phpt1	Pim3	Pin1	Pip4p1	Pkig	Plac8	Plcb3	Plgrkt	Plp1	Plscr3	Pmf1	Pnrc1	Pold4	Polr2c	Polr3gl	Pou3f1	Ppig	Ppp1r11	Ppp1r13l	Ppp1r35	Prdx5	Prdx6	Prr13	Prrg2	Psma6	Psmb4	Psmb8	Psmb9	Psmc3	Psmc4	Psmd4	Psme1	Ptma	Ptms	Ptov1	Ptpn1	Ptpn23	Ptprc	Ptprcap	Rab11b	Rab24	Rab5c	Rabac1	Rabl6	Rac2	Rack1	Rapgefl1	Rarg	Rassf4	Rassf7	Rbfa	Rbm25	Rbm26	Reep5	Rex1bd	Rexo1	Rfxap	Rgs1	Rhob	Rhov	Rit1	Rnf126	Rnf220	Rnf7	Rock1	Rp9	Rpl13	Rpl13a	Rpl3	Rpl31-ps12	Rpl4	Rpl5	Rpl6	Rplp0	Rps10	Rps15a-ps6	Rps20	Rps3	Rps3a1	Rps5	Rps7	Rpsa	Rrad	Rxra	S100a14	S100a16	Samd4b	Samm50	Sap30l	Scamp4	Scp2	Sdc4	Sdcbp2	Sdhc	Selenow	Senp6	Serbp1	Sertad1	Sf3b2	Sf3b4	Sfn	Sfr1	Shisa5	Sirt2	Slc10a6	Slc6a8	Slpi	Smagp	Smarce1	Smco4	Smim14	Smim5	Snrpa	Snrpc	Sod2	Spag7	Sparc	Spin1	Spint2	Spr	Spry1	Spsb2	Srgn	Srsf5	Srsf9	Ssbp4	Ssna1	Stmn1	Stub1	Stx4a	Sumo3	Swi5	Szrd1	Tacc2	Tbc1d31	Tbcb	Tecr	Tex261	Tfpt	Thap3	Timm44	Tle5	Tmed3	Tmed9	Tmem106c	Tmem109	Tmem11	Tmem119	Tmem160	Tmem176b	Tmem205	Tmem234	Tmem238	Tmem259	Tmem40	Tmem50a	Tmem79	Tmub1	Tnfaip6	Tnfrsf1a	Tomm6	Tpm3	Tpt1	Tra2a	Trappc3	Trappc6a	Triap1	Tsc22d1	Tsen34	Tspan17	Tssc4	Tuba1b	Tubb4b	Tubb5	Txn2	Tyrobp	U2af1	Ubald1	Ubb	Ubb-ps	Ube2e2	Ube2m	Ube2v1	Ubl7	Ubxn1	Uchl5	Unc93b1	Use1	Usf2	Usp19	Utp3	Vamp2	Vasp	Vim	Vps28	Vps72	Wbp1	Wbp2	Wdr83	Wdr89	Wdtc1	Ybx1	Ybx3	Yif1a	Ypel3	Ywhae	Zfand2b	Zfp36	Zfp36l1	Zfp414	Zfp442	Zfp511	Zfp703	Zfp710	Zfpl1	Zfr	Znhit1
TABULA_MURIS_SENIS_SPLEEN_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_B_CELL_AGEING	A530032D15Rik	AW112010	Ahnak	Akr1a1	Apoe	B2m	Bcl2a1b	C130026I21Rik	Capg	Ccl5	Cd2	Cd44	Cd72	Cd81	Cirbp	Crip1	Cst3	Ctsh	Cybb	Cyp4f18	Dnajc7	Emp3	Evi2a	Fam3c	Fcgr2b	Fos	Fxyd5	Gabarap	Gapdh	Gimap3	Gimap4	Gimap7	Gns	Gpx4	Grb2	H2-Aa	H2-Ab1	H2-D1	H2-DMb1	H2-Eb1	H2-K1	H2-Oa	H2-Q4	H2-T23	Ifi30	Irf8	Itgb1	Itgb7	Itm2b	Itm2c	Jchain	Jun	Lat2	Lgals1	Lime1	Ly6a	Mrpl52	Mzb1	Nap1l1	Npc2	Pdlim1	Pfdn5	Pld4	Prr13	Psap	Psmb8	Psmb9	Ptpn1	Ptpn18	Pycard	Rabac1	Rbm3	Rpl13a	Rpl38	Rps10	Rps15a-ps4	Rps21	Rps27	Rsrp1	S100a8	S100a9	Sat1	Scimp	Sec61g	Selenow	Sh3bgrl3	Sh3glb1	Snhg18	Sp140	Srgn	Stx7	Syk	Tcf4	Tnfaip8	Tpt1	Tspo	Txn1	Txndc5	Unc119	Use1	Zbtb20
TABULA_MURIS_SENIS_SPLEEN_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING	AW112010	Acot7	Aldoa	Anxa2	Apobec3	Apoe	Arf5	Arhgdia	Arrb2	Asb2	Atxn1	B2m	Batf	Bcl2a1b	Bcl3	Bhlhe40	Bmyc	Calm1	Calm2	Capg	Capzb	Casp1	Ccdc80	Ccl5	Cd3g	Cd74	Cd81	Cd82	Cdk2ap2	Cebpb	Cercam	Cfl1	Chil1	Ciao2a	Cirbp	Cish	Clic1	Cotl1	Crlf2	Csnk2b	Cst7	Ctla4	Ctsb	Ctsz	Cxcr3	Cybb	Ddit4	Drap1	Dusp1	Eea1	Eif5a	Emc10	Fam110a	Fkbp8	Fos	Foxp3	Fth1	Gabarap	Gabarapl2	Gapdh	Gimap7	Gnas	Gpm6b	Gpsm3	Gpx4	Gstm1	H2-D1	H2-DMa	H2-K1	H2-Q6	H2az1	H3f3b	Hnrnpl	Hopx	Icos	Ier2	Ifi30	Iigp1	Ikzf2	Il2rb	Itgav	Itgb5	Itm2c	Izumo1r	Junb	Jund	Krt14	Krt15	Krt17	Lag3	Laptm4a	Lat	Lax1	Lpxn	Lrch3	Lrrc41	Ltb	Lum	Maf	Ndfip1	Nfkbia	Nrp1	Nt5e	Oaz1	Odc1	Olfml3	Orai1	Pced1b	Pdcd1	Pfn1	Pglyrp1	Phf6	Pi16	Pkp3	Plaat3	Plin3	Plp1	Polr2e	Pou2f2	Prr13	Psmb8	Psme1	Ptma	Ptms	Ptpn1	Ptprcap	Rab37	Rab43	Rbm3	Rgs1	Rgs2	Rilpl2	Rnaset2b	Rpl13a	S100a11	S100a4	S100a6	Selenow	Serbp1	Serpina3g	Sh2d1a	Shisa5	Sigirr	Sik1	Sla	Slc14a1	Slc38a7	Smap1	Smco4	Smpdl3a	Snrnp70	Snrpc	Socs1	Socs3	Srgn	Srsf5	Stx11	Stx6	Syf2	Syt11	Tapbpl	Tigit	Timp2	Tle5	Tmem160	Tmsb10	Tnfaip8	Tnfrsf18	Tnfrsf1b	Tnfrsf4	Tnfrsf9	Tnfsf8	Tomm6	Traf1	Trf	Trp53i11	Ubb-ps	Ube2m	Ube2n	Ubl3	Usp53	Vasp	Vmp1	Ybx1	Zc3h12d	Zfp36l1
TABULA_MURIS_SENIS_SPLEEN_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING	2310033P09Rik	AW112010	Abhd17a	Acot7	Acta2	Actg1	Agpat3	Anxa2	Arf5	Arhgdia	Arhgdib	Arl4c	Arl6ip1	Arpc1b	Arpc4	Aspscr1	Atxn1	Baiap3	Bcl2a1b	Bcl3	Bhlhe40	Bop1	Bsg	Calm1	Calm2	Casp1	Ccdc12	Ccl4	Ccl5	Cd2	Cd28	Cd3g	Cd7	Cdc34	Cdkn1a	Cebpb	Cenpb	Cfl1	Chmp2a	Chsy1	Ckb	Clic1	Clu	Cotl1	Cox5a	Crip2	Csnk2b	Cst7	Ctla2a	Ctla4	Ctsa	Cxcr3	Cyba	Dcn	Dnaja2	Drap1	Dusp1	Ech1	Edf1	Efhd2	Eid1	Eif5a	Eno1b	Eomes	Epcam	Etfb	Fam89b	Fasl	Fcgrt	Fos	Fth1	Gabarap	Gapdh	Gimap4	Gimap7	Glrx	Gm8369	Gnas	Gng2	Gpsm3	Gsn	Gsto1	Gzmm	H2-D1	H2-K1	H2-Q10	H2-Q6	H2az1	H3f3b	Hmgb2	Hnrnpd	Hopx	Id2	Ier2	Ier3	Ifitm10	Igf1	Itm2b	Junb	Jund	Klf2	Krt14	Krt15	Lamtor4	Lat	Lax1	Lgals1	Lgals3	Limd2	Lime1	Lpin1	Lpxn	Lum	Ly6a	Mgp	Mrpl16	Mrpl52	Ms4a4b	Mtch2	Myl6	Myl9	Myo1f	Ndfip1	Ndufb7	Nkg7	Oaz1	Olfml3	Pfn1	Pglyrp1	Plaat3	Ppp1ca	Ppp1r18	Prdx5	Prf1	Prr13	Psmb10	Psmb3	Psmb8	Ptpn1	Ptprcap	Rab5c	Rab8a	Rac2	Rbm3	Rbm4	Rcn1	Reep5	Rgs1	Rinl	Rnaset2b	Rpa2	Rpl13a	S100a11	S100a6	Scamp3	Serpina3g	Serping1	Sh2d2a	Snrpc	Srsf5	Sub1	Syt11	Thy1	Tle5	Tma7	Tmsb10	Tmsb4x	Tomm6	Trex1	Ubb	Ubb-ps	Ube2m	Ubxn1	Vamp8	Vim	Vmp1	Wbp11	Wbp2	Ybx1	Ybx3	Ywhae	Zyx
TABULA_MURIS_SENIS_SPLEEN_GRANULOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_GRANULOCYTE_AGEING	AA467197	AI662270	Abhd5	Add3	Adpgk	Ak2	Alas1	Aldh2	Aldh3b1	Anapc13	Anxa3	Anxa5	Ap3s1	Arf1	Arhgap30	Arhgdib	Arid4a	Asnsd1	Atp5a1	Atp5b	Atp5e	Atp5j	Atp5k	Atp5md	Atp6v0d1	Atp6v1e1	Atpif1	Atrx	Baz1a	Birc5	Brk1	Camp	Card19	Cct4	Cd177	Cd24a	Cd63	Cdk1	Cdk11b	Cebpd	Cebpe	Cenpa	Cep19	Chil3	Chmp2a	Ckap4	Clta	Cmpk1	Cope	Cops9	Cotl1	Cox5a	Cox6a1	Crispld2	Ctbp1	Cuedc2	Cyb5r4	Cybb	Cyc1	Cyfip2	Cyrib	Dbi	Ddx3x	Dstn	Dync1i2	Eef2	Eif1b	Eif3a	Eif3f	Emp3	Etfb	Ets1	Evi2b	Gabarap	Gdi2	Ggnbp2	Glrx	Gtf2a2	Gyg	H2az1	Hdac1	Hhex	Hint1	Hipk1	Hmgn2	Hnrnpa2b1	Hnrnpa3	Hnrnpab	Hnrnpk	Hsd17b10	Hsp90b1	Ifitm6	Itgb2	Itgb2l	Kif5b	Krcc1	Lasp1	Lcn2	Lims1	Lmo4	Lrrc58	Lrrfip1	Lsm5	Lta4h	Ltb4r1	Ltf	Ly6c2	Lyn	Macir	Mapk13	Med8	Mettl9	Mki67	Mpc2	Mpst	Mrgpra2b	Mrps21	Myl12a	Myl12b	Myo1f	Ncf4	Ncoa4	Ndufa1	Ndufa6	Ndufb2	Ndufb3	Ndufb7	Ndufb8	Ndufc1	Nedd8	Ngp	Nucks1	Oaz1	Ostc	Pak2	Pdia3	Pfdn5	Pgp	Pitpna	Plac8	Plin3	Plp2	Polr1d	Ppm1m	Ppp1cb	Ppp1r12a	Prtn3	Psma6	Psmb5	Psmc3	Ptpre	Rab14	Rab28	Rab3d	Ralbp1	Rasgrp2	Rbm25	Rbm3	Rdx	Rflnb	Rgs18	Rgs19	Rnaseh2c	Rnf10	Rock1	Rpl22l1	Rpl29	Rpl31-ps12	Rpl36	Rpl38	Rpn1	Rps28	Rps29	Rps6ka1	Rps8	Rrm2	Sarnp	Scp2	Sdcbp	Sec61g	Serbp1	Serpinb1a	Sfpq	Sft2d1	Smdt1	Smim14	Snx6	Son	Spacdr	Sqor	Sri	Srp9	Srrm2	Sub1	Sumo3	Syne1	Tbc1d8	Tbca	Tbrg1	Tecr	Tkt	Tle5	Tln1	Tmem167	Tmem234	Tmpo	Tomm6	Tomm7	Top1	Top2a	Tpi1	Tpr	Tram1	Triobp	Trir	Tuba4a	Tubb5	Usp39	Vamp8	Vapa	Vcp	Wfdc21	Ywhab	Ywhae	Ywhaz
TABULA_MURIS_SENIS_SPLEEN_MACROPHAGE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_MACROPHAGE_AGEING	AW112010	Acp5	Aif1	Akr1a1	Aldh2	Aldoa	Apoe	App	Atp1b3	Atp2b1	Atp5g1	Atp6ap1	Atp6v0e	Basp1	Blvrb	C1qa	C1qb	C1qc	Cd300c2	Cd63	Cd81	Cfp	Clec4a2	Cmtm7	Cox8a	Creg1	Csf1r	Csnk2b	Cstb	Ctla2a	Ctsb	Ctsc	Ctsd	Ctss	Cybb	Derl1	Ebp	Elob	Fabp5	Fcer1g	Flna	Fth1	Ftl1	Gabarap	Gapdh	Gng11	Grn	H2aj	H2bc4	Hexa	Ifitm1	Ifitm2	Il1b	Itm2b	Jchain	Lamp1	Lamp2	Lgals1	Lgmn	Litaf	Ly6a	Lyz1	Lyz2	Mpeg1	Mrpl52	Msrb1	Mt1	Ndufa1	Ndufv3	Ninj1	Npc2	P4hb	Pf4	Plaat3	Ppbp	Prdx1	Prdx2	Prdx5	Psma5	Ptpn1	Rabac1	Rbm3	Reep5	Rgs10	Rnasek	Rpl39	Rpp21	Rps27l	Rsrp1	S100a8	S100a9	Sat1	Scand1	Selenop	Sh3glb1	Slc25a5	Slc3a2	Slirp	Slpi	Smagp	Smdt1	Smpdl3a	Sod1	Spg21	St13	Stmp1	Tln1	Tmbim4	Tmed10	Tmed3	Tmem14c	Tmem176a	Tmem176b	Trf	Tspo	Txn1	Vamp8	Vcam1	Wfdc17	Wnk1	Zfas1
TABULA_MURIS_SENIS_SPLEEN_MACROPHAGE_DENDRITIC_CELL_PROGENITOR_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_MACROPHAGE_DENDRITIC_CELL_PROGENITOR_AGEING	Rpl10	Rpl12	Rpl31	Rplp1	Rplp2	Rps10	S100a8	S100a9
TABULA_MURIS_SENIS_SPLEEN_MATURE_NK_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_MATURE_NK_T_CELL_AGEING	Ahnak	Anxa2	Bcl2	Bex3	Bola2	Ccl4	Ccl5	Ccr5	Cd8a	Cd8b1	Cdk2ap2	Crip1	Cst7	Ctla2a	Dpm3	Eef1g	Eif3i	Emp3	Eomes	Fau	Fcgrt	Fyn	Gas5	Gng2	Gpr18	Gpr183	Gstp3	Gtf2i	Gzmk	Gzmm	H2aj	H2az1	Hspe1	Jchain	Klf2	Klk8	Klrk1	Krtcap2	Lgals1	Lime1	Lpin1	Ly6a	Ly6c2	Micos13	Mif	Mrpl52	Ms4a4c	Ms4a6b	Nkg7	Nme2	Nsa2	Plek	Psmb9	Rack1	Rbm3	Reep5	Romo1	Rpl12	Rpl14	Rpl17	Rpl22	Rpl22l1	Rpl23	Rpl23a	Rpl27a	Rpl31	Rpl31-ps12	Rpl32	Rpl35	Rpl35a	Rpl36	Rpl36a	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl41	Rpl5	Rpl6	Rplp0	Rplp1	Rplp2	Rps10	Rps12	Rps13	Rps15a	Rps15a-ps4	Rps15a-ps6	Rps16	Rps18	Rps19	Rps2	Rps20	Rps21	Rps23	Rps24	Rps25	Rps26	Rps27	Rps28	Rps29	Rps4x	Rps5	Rps8	Rpsa	Rsrp1	Runx3	S100a13	S100a6	S100a8	S100a9	Samd3	Serpina3g	Slc25a4	Snhg8	Snrpg	Thap3	Thy1	Tox	Txndc5	Vim	Vmp1	Zfas1
TABULA_MURIS_SENIS_SPLEEN_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_CELL_AGEING	Acp1	Acp5	Adk	Alas2	Aldh1a1	Asns	Atp8a1	Blvrb	Car2	Casp8ap2	Cdc20	Cdc42ep3	Cenph	Clspn	Ctse	Daam1	Dck	Dek	E2f2	Eid1	Epb42	Fam111a	Fth1	Fundc2	Gm6654	Gstm5	Gypa	Hba-a2	Hebp1	Hemgn	Hmbs	Jchain	Lig1	Mcm3	Mcm5	Mcm7	Metap2	Mgst3	Mpp1	Ndufa2	Oaz1	Pclaf	Pcna	Prdx2	Psmc6	Psmd9	Rbm3	Rec114	Rfc1	Rgcc	Rpl31-ps12	Rpl39	Rpl41	Rps28	Rps29	Rrm1	Rrm2	Sars	Sec61g	Sgo1	Slbp	Slc4a1	Smc2	Smc3	St3gal6	Tceal9	Tfrc	Tk1	Tmem14c	Trim10	Ubac1	Vrk1
TABULA_MURIS_SENIS_SPLEEN_NK_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_NK_CELL_AGEING	Asb2	B2m	Bcl2a1b	Bcl2a1d	Cd160	Cd3d	Cd3g	Cd7	Cirbp	Cxcr3	Dleu2	Eef1a1	Eef1g	Gimap7	Gm4956	Gm9320	H2-K1	Il7r	Itm2c	Jchain	Kit	Klk8	Lag3	Lpxn	Ltb	Ly6e	Mbnl1	Mfsd10	Nrgn	Phactr3	Psmb8	Rab8b	Rbm3	Rgs1	Romo1	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl21	Rpl22	Rpl23	Rpl23a	Rpl27	Rpl28	Rpl31	Rpl35	Rpl35a	Rpl36	Rpl36a	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl41	Rpl5	Rpl6	Rplp1	Rplp2	Rps10	Rps11	Rps12	Rps13	Rps15a	Rps15a-ps4	Rps15a-ps6	Rps16	Rps17	Rps18	Rps20	Rps21	Rps24	Rps25	Rps26	Rps27a	Rps28	Rps29	Rps3	Rps3a1	Rps7	Rps8	S100a9	Serpina3g	Spint2	Thy1	Tmsb10	Tox	Tpt1	Uba52	Xcl1
TABULA_MURIS_SENIS_SPLEEN_PLASMA_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_PLASMA_CELL_AGEING	C130026I21Rik	Camp	Rgs10	S100a8	S100a9	Slpi
TABULA_MURIS_SENIS_SPLEEN_PROERYTHROBLAST_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_PROERYTHROBLAST_AGEING	0610010K14Rik	1110004F10Rik	1810009A15Rik	1810037I17Rik	AI662270	AW112010	Aamp	Abcf1	Acaa1a	Acadl	Acat1	Acbd6	Acin1	Aco2	Acp1	Actl6a	Actr10	Adh5	Adss	Ahsa1	Aimp1	Ak2	Akap9	Akirin2	Alyref	Anapc11	Anapc13	Anapc5	Ankrd11	Ankrd13a	Anp32b	Anp32e	Antkmt	Anxa1	Anxa11	Anxa7	Ap2m1	Ap2s1	Ap3s1	Apobec3	Aprt	Arf4	Arf5	Arid1a	Arl6ip1	Arl6ip4	Arpc1a	Arpc5l	Arpp19	Asnsd1	Atf1	Atf4	Atg3	Atp5a1	Atp5b	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5k	Atp5md	Atp5mpl	Atp5o	Atp5pb	Atp6ap2	Atp6v0d1	Atp6v1d	Atp6v1e1	Atpif1	Atraid	Atrx	Aurkaip1	B230219D22Rik	Babam1	Bad	Bag1	Bak1	Banf1	Bax	Baz1a	Baz1b	Bbip1	Bcas2	Bin1	Bin3	Bloc1s1	Bloc1s2	Bnip2	Bola2	Bola3	Brd7	Bri3bp	Bscl2	Bsg	Btf3	Btf3l4	Bub3	Bud31	Bzw1	C1d	C1qbp	Cacybp	Calm3	Calr	Canx	Capg	Caprin1	Casp8	Cbfb	Cbx3	Ccdc115	Ccdc124	Ccl5	Ccnd3	Ccni	Ccnl1	Cct2	Cct3	Cct4	Cct5	Cct7	Cct8	Ccz1	Cd24a	Cd47	Cd63	Cdc123	Cdc26	Cdc37	Cdc5l	Cdk12	Cdk4	Cdk9	Cdkn2d	Cebpd	Cebpz	Celf2	Cenpx	Cers2	Cetn3	Cfdp1	Cfp	Chchd1	Chchd2	Chchd3	Chd4	Chmp2a	Chrac1	Chtop	Churc1	Ciao2a	Ciao2b	Cib1	Cirbp	Cisd1	Cisd2	Cited2	Ckap4	Cks1b	Cks2	Clns1a	Cma1	Cmas	Cmpk1	Cmtm7	Cnbp	Cnih1	Cnih4	Cnpy2	Coa3	Commd1	Commd2	Commd3	Commd4	Commd7	Comt	Copb2	Cope	Cops6	Cops9	Cox16	Cox20	Cox5a	Cox5b	Cox6c	Cox7a2	Cox7b	Cox7c	Cox8a	Creg1	Cript	Cs	Csnk1a1	Csnk2a1	Csnk2b	Csrp1	Cstb	Ctbp1	Ctcf	Ctsd	Cuedc2	Cuta	Cwc15	Cyb5a	Cyc1	Cycs	D8Ertd738e	Dap	Dazap1	Dctn2	Dctn3	Dctpp1	Dcun1d5	Ddost	Ddrgk1	Ddx21	Ddx39b	Ddx46	Def6	Dek	Denr	Dnaja2	Dnajb11	Dnajb6	Dnajc15	Dnajc19	Dnajc2	Dnajc3	Dnajc8	Dnajc9	Dohh	Dph3	Dpm1	Dpm3	Dpy30	Drg1	Dstn	Dtymk	Dut	Dync1i2	Dynlrb1	E2f4	Ebna1bp2	Ebp	Ech1	Echs1	Eci2	Edem2	Edf1	Eef1b2	Eef1d	Eef1g	Eif1ax	Eif1b	Eif2a	Eif2s1	Eif2s2	Eif3a	Eif3b	Eif3c	Eif3d	Eif3g	Eif3i	Eif3l	Eif3m	Eif4a1	Eif4a3	Eif4b	Eif4e	Eif4e2	Eif4g1	Eif4g2	Eif4h	Eif5a	Eif5b	Eif6	Elf1	Elob	Eloc	Elof1	Emc10	Emc6	Emc7	Emc8	Emd	Emg1	Eny2	Eprs	Erdr1x	Ergic3	Erh	Erp29	Erp44	Esd	Esyt1	Etf1	Etfa	Etfb	Ethe1	Ewsr1	Exosc3	Exosc5	F10	F13a1	Fabp5	Fam104a	Fam111a	Fam133b	Fbl	Fermt3	Fgfr1op2	Fh1	Fkbp2	Fkbp3	Fkbp4	Fkbp8	Fmc1	Fnta	Frg1	Fubp1	Fundc2	Fus	G3bp1	G3bp2	Gadd45gip1	Gapdh	Gars	Gas5	Gemin7	Ghitm	Glipr1	Glo1	Glrx	Glrx3	Glrx5	Gm15421	Gm9320	Gna13	Gnai3	Gng12	Gng2	Gorasp2	Got2	Gpi1	Gps2	Gpx4	Grina	Grpel1	Gspt1	Gtf2a2	Gtf2h5	Gtf3a	Guk1	Gusb	H1f2	H2ac23	H2ax	H2az1	H2az2	H2bc4	Hdac1	Hdgf	Hdlbp	Hectd1	Higd1a	Hint1	Hint2	Hmg20b	Hmgb1	Hmgb2	Hmgn1	Hmgn2	Hnrnpa2b1	Hnrnpa3	Hnrnpab	Hnrnpc	Hnrnpd	Hnrnpdl	Hnrnph1	Hnrnpk	Hnrnpm	Hnrnpr	Hp	Hp1bp3	Hpf1	Hprt	Hsd17b10	Hsp90aa1	Hsp90ab1	Hspa4	Hspa5	Hspd1	Hspe1	Hypk	Idh2	Idh3b	Idh3g	Ifi27	Ifitm1	Ift20	Igbp1	Ik	Ilf2	Ilk	Immt	Imp3	Impdh2	Iqgap2	Jchain	Jtb	Kcnq1ot1	Kdelr2	Khk	Kif5b	Krcc1	Krtcap2	Lage3	Lamtor1	Lamtor3	Lamtor4	Lamtor5	Lat2	Lbr	Ldha	Leprotl1	Lgals1	Llph	Lman2	Lmnb1	Lmo2	Lrpap1	Lrrc59	Lsm12	Lsm14a	Lsm2	Lsm3	Lsm4	Lsm5	Lsm6	Lsm7	Lta4h	Luc7l2	Luc7l3	Ly6c2	Macroh2a1	Magoh	Magt1	Manf	Map2k2	Map2k3	Mapkapk3	Mapre1	Mat2a	Maz	Mbnl1	Mcrip1	Mcts1	Mdh1	Mdh2	Me2	Med30	Med8	Metap2	Mff	Mgat2	Micos10	Micos13	Mien1	Mif	Mir703	Mkks	Mlec	Mlf2	Morf4l2	Mpc1	Mpc2	Mplkip	Mrpl11	Mrpl12	Mrpl14	Mrpl15	Mrpl17	Mrpl18	Mrpl20	Mrpl21	Mrpl23	Mrpl24	Mrpl27	Mrpl28	Mrpl30	Mrpl32	Mrpl33	Mrpl34	Mrpl35	Mrpl36	Mrpl4	Mrpl40	Mrpl42	Mrpl43	Mrpl51	Mrpl52	Mrpl54	Mrpl57	Mrpl58	Mrps12	Mrps14	Mrps15	Mrps16	Mrps17	Mrps18c	Mrps21	Mrps23	Mrps24	Mrps25	Mrps26	Mrps33	Mrps36	Ms4a6d	Mt1	Mtch1	Mtch2	Mtdh	Mtln	Mtx2	Mvb12a	Mydgf	N4bp2l2	Naa10	Naa20	Naa38	Naa50	Naca	Nans	Nap1l1	Nap1l4	Napa	Nars	Ncbp2as2	Ncl	Ndufa10	Ndufa11	Ndufa12	Ndufa13	Ndufa2	Ndufa4	Ndufa5	Ndufa7	Ndufa8	Ndufab1	Ndufaf8	Ndufb10	Ndufb11	Ndufb2	Ndufb3	Ndufb4	Ndufb5	Ndufb6	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufc2	Ndufs2	Ndufs3	Ndufs4	Ndufs6	Ndufs7	Ndufs8	Ndufv1	Ndufv2	Ndufv3	Nelfb	Nfe2	Nfu1	Nhp2	Nipbl	Nkg7	Nme1	Nme2	Nol7	Nop58	Npm1	Npm3	Nrd1	Nrm	Nsa2	Nsmce1	Nsmce4a	Nt5c3	Ntan1	Nubp1	Nubp2	Nucb1	Nucks1	Nudc	Nudcd3	Nudt21	Nxt1	Ociad1	Ogfrl1	Ola1	Oser1	Osgep	Ostc	P4hb	Pa2g4	Pabpn1	Pafah1b1	Paics	Paip2	Pak1ip1	Pam16	Park7	Pcbd2	Pcbp1	Pcbp2	Pcmt1	Pcna	Pcnp	Pdap1	Pdcd10	Pdcd5	Pdcd6	Pdcl3	Pdia3	Pdia4	Pdia6	Pdrg1	Pebp1	Pet100	Pfdn1	Pfdn2	Pfdn4	Pfdn6	Pgam1	Pgk1	Pgls	Pgp	Phb	Phb2	Phf5a	Phpt1	Pigbos1	Pigt	Pih1d1	Pim1	Pin1	Pin4	Pkig	Plekhj1	Plgrkt	Plp2	Pmf1	Pnn	Pnp	Pole4	Polr1d	Polr1f	Polr1h	Polr2c	Polr2f	Polr2i	Polr2j	Polr2k	Polr2l	Polr2m	Polr3k	Ppia	Ppib	Ppig	Ppm1g	Ppm1m	Ppp1cc	Ppp1r11	Ppp1r2	Ppp2r1a	Prdx2	Prdx3	Prdx4	Prdx6	Prelid1	Prmt1	Prpf19	Prpf38b	Prpf40a	Prpf4b	Prrc2c	Psenen	Psma1	Psma2	Psma3	Psma4	Psma5	Psma6	Psma7	Psmb1	Psmb2	Psmb3	Psmb4	Psmb5	Psmb6	Psmb7	Psmb9	Psmc1	Psmc2	Psmc3	Psmc4	Psmc5	Psmc6	Psmd12	Psmd13	Psmd14	Psmd2	Psmd3	Psmd4	Psmd6	Psmd7	Psmd8	Psme1	Psmg4	Ptbp1	Ptges3	Ptma	Ptpa	Pts	Purb	Pycard	Rab18	Rab1a	Rab24	Rab2a	Rab32	Rab4b	Rab5if	Rack1	Rad21	Rad23a	Rad23b	Ramac	Ramp1	Ran	Ranbp1	Rbbp4	Rbbp7	Rbck1	Rbfa	Rbis	Rbm17	Rbm25	Rbm3	Rbm39	Rbm42	Rbm8a	Rbmxl1	Rdx	Reep5	Rer1	Rex1bd	Rexo2	Rfc2	Rgs18	Rgs19	Rheb	Rnaseh2c	Rnf10	Rnf187	Rnf7	Rnh1	Romo1	Rp9	Rpa3	Rpia	Rpl10a	Rpl12	Rpl13a	Rpl14	Rpl15	Rpl19	Rpl21	Rpl22	Rpl22l1	Rpl23	Rpl28	Rpl29	Rpl3	Rpl31	Rpl31-ps12	Rpl32	Rpl35	Rpl36a	Rpl36al	Rpl39	Rpl4	Rpl41	Rpl5	Rpl6	Rpl7a	Rpl7l1	Rpl8	Rplp0	Rplp1	Rplp2	Rpn1	Rpn2	Rpp21	Rps10	Rps12	Rps15a	Rps16	Rps17	Rps18	Rps2	Rps20	Rps21	Rps25	Rps26	Rps27l	Rps3	Rps3a1	Rps5	Rps6	Rps8	Rpsa	Rrbp1	Rrp1	Rsl1d1	Rsl24d1	Rsrc2	Rsrp1	Rtcb	Rtf1	Rtf2	Rtn3	Rtraf	Rwdd1	S100a10	S100a8	S100a9	Samm50	Sar1b	Saraf	Sarnp	Sars	Sdf2l1	Sdf4	Sdha	Sdhb	Sdhc	Sdhd	Sec11a	Sec11c	Sec13	Sec22b	Sec61a1	Sec61b	Sec61g	Sec62	Selenoh	Selenos	Selenot	Sell	Serbp1	Serpinb1a	Set	Sf3b1	Sf3b2	Sf3b4	Sf3b5	Sf3b6	Sfpq	Sfr1	Sin3b	Siva1	Skap2	Slbp	Slc25a11	Slc25a3	Slc25a4	Slc35b1	Slc38a2	Slc3a2	Slirp	Slpi	Sltm	Smap1	Smarca5	Smarce1	Smc1a	Smc3	Smc4	Smc6	Smdt1	Smim11	Smim30	Smim7	Sms	Snf8	Snhg1	Snhg3	Snhg6	Snhg8	Snrnp27	Snrnp40	Snrnp70	Snrpa	Snrpa1	Snrpb2	Snrpc	Snrpd1	Snrpd2	Snrpd3	Snrpe	Snrpf	Snrpg	Snu13	Snx1	Snx5	Sod1	Sod2	Son	Sp3	Spag7	Spcs1	Spcs2	Spg21	Sptssa	Sra1	Sri	Srp19	Srp9	Srrm1	Srrm2	Srsf1	Srsf11	Srsf2	Srsf3	Srsf6	Srsf7	Srsf9	Ssb	Ssbp1	Ssbp4	Ssna1	Ssr1	Ssr2	Ssr3	Ssr4	Ssrp1	Ssu72	St13	Stk16	Stmn1	Stmp1	Stoml2	Strap	Stt3b	Stub1	Stx7	Suclg1	Suds3	Sumo1	Sumo2	Sumo3	Supt4a	Surf4	Swi5	Syncrip	Sypl	Sys1	Taf10	Taf1d	Taf9	Tap1	Tax1bp1	Tbca	Tbcb	Tceal9	Tcf25	Tcof1	Tcp1	Tecr	Tex261	Thoc7	Thrap3	Tial1	Timm13	Timm17b	Timm23	Timm8b	Tm2d2	Tm9sf3	Tmbim4	Tmco1	Tmed10	Tmed3	Tmed9	Tmem126a	Tmem147	Tmem14c	Tmem165	Tmem167	Tmem176a	Tmem208	Tmem234	Tmem254	Tmem256	Tmem258	Tmem30a	Tmem33	Tmpo	Tnfaip8	Tomm20	Tomm22	Tomm5	Top1	Tpi1	Tpr	Tprgl	Tra2b	Tram1	Trappc1	Trappc2l	Trappc4	Trappc5	Trappc6a	Trappc6b	Trim28	Trir	Trmt112	Trp53	Tsen34	Tsg101	Tsn	Tspo	Tuba1a	Tuba1b	Tuba4a	Tubb4b	Tubb5	Twf2	Txn1	Txn2	Txndc17	Txnl1	Txnl4a	U2af1	U2af2	U2surp	Uba2	Ube2a	Ube2f	Ube2i	Ube2k	Ube2l3	Ube2n	Ube2r2	Ube2s	Ube2v1	Ube3a	Ubl7	Ubxn1	Ubxn4	Uchl5	Ufc1	Unc50	Uqcc2	Uqcc3	Uqcr10	Uqcr11	Uqcrb	Uqcrc1	Uqcrc2	Uqcrfs1	Uqcrq	Use1	Usp1	Utp3	Vamp8	Vars	Vbp1	Vcp	Vdac1	Vdac2	Vdac3	Vmp1	Vps28	Vps29	Vps35	Vrk1	Vrk3	Vti1b	Was	Wbp11	Wdr83os	Xrn2	Ybx1	Ybx3	Yeats4	Yif1b	Ywhae	Ywhah	Ywhaq	Yy1	Zc3h15	Zcchc17	Zeb2	Zfas1	Zfp207	Zmat2	Znhit1	Zranb2
TABULA_MURIS_SENIS_SPLEEN_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_T_CELL_AGEING	2310001H17Rik	AW112010	Acot7	Actg1	Ahnak	Aldoa	Ankrd12	Anp32b	Anxa2	Apobec3	Apoe	Arf6	Arhgap31	Asap1	Atp2b1	Atp5g2	Atp5j	Atp5j2	Atpif1	B2m	B3gnt2	Batf	Baz1a	Bcl2a1b	Bcl2a1d	Bloc1s1	Bsg	Calm2	Calr	Capg	Capns1	Casp1	Ccl5	Cd3g	Cd4	Cd44	Cd5	Cd6	Cd74	Cd81	Cd82	Cd83	Cd84	Cdk2ap2	Celf2	Chmp2a	Cirbp	Cldn25	Clec2d	Clic1	Coro1b	Cox17	Cox20	Cox5b	Cox6b1	Cox6c	Cox7a2	Cox7c	Cox8a	Crlf2	Cst3	Cst7	Ctla4	Ctsb	Ctss	Cxcr3	Dad1	Dusp1	Eea1	Efhd2	Elob	Etfb	Fis1	Fth1	Ftl1	Fundc2	Fus	Fyn	Gabarap	Gapdh	Gas5	Gdi2	Gimap1	Gimap3	Gimap4	Gimap5	Gimap7	Glrx	Gltp	Gm8369	Gna13	Gnas	Gng2	Gng5	Gpi1	Gpm6b	Gpx4	Gstp3	H2-Ab1	H2-D1	H2-K1	H2-Q4	H2az1	H3f3b	Hif1a	Hmgb1	Hsp90aa1	Hspa5	Icos	Id2	Id3	Ier5	Ifi27	Ikzf2	Il2rb	Itga4	Itgal	Itgb1	Itm2b	Itm2c	Izumo1r	Jchain	Junb	Jund	Kcnn4	Krtcap2	Lag3	Laptm5	Lbh	Lcp2	Lgals1	Lime1	Lpxn	Lrp10	Ly6a	Maf	Malat1	Map1lc3b	Maz	Mif4gd	Mrpl52	Myl12b	Ndfip1	Ndufa1	Ndufa13	Neat1	Nfatc1	Nfkbia	Nrp1	Oaz1	Odc1	Pdcd1	Pdia3	Pebp1	Pfdn5	Pgam1	Pglyrp1	Pim1	Pkm	Pkp3	Plaat3	Pold4	Polr2e	Pou2f2	Ppp1r11	Prdx2	Prelid1	Prkca	Prr13	Psenen	Psma3	Psmb8	Psmb9	Psme1	Ptms	Ptpn1	Ptpn11	Ptpn22	Ptpn7	Ptprcap	Rabgap1l	Rac2	Rap1a	Rbm3	Rilpl2	Rnasek	Rnh1	Rpl38	Rps27l	Rsrp1	S100a10	S100a11	S100a13	S100a4	S100a6	S100a8	S100a9	Samsn1	Scamp3	Sdcbp2	Sdf4	Sec61g	Serinc3	Serpina3g	Sh2d1a	Sh3bgrl	Sh3glb1	Sla	Slc3a2	Smap1	Smco4	Smpdl3a	Socs3	Srgn	Sri	Ssr4	Stat3	Stx6	Sumo1	Syt11	Tank	Tbc1d4	Tiam1	Timp2	Tmbim4	Tmbim6	Tmem134	Tmem254	Tmem256	Tnfaip8	Tnfrsf18	Tnfrsf1b	Tnfrsf4	Tnfsf8	Tomm7	Tox	Tpi1	Traf1	Trim8	Tspan13	Tspan3	Tspan32	Txn1	Txndc17	Ubb	Ubc	Ube2i	Ubl5	Ucp2	Vamp8	Vasp	Vim	Vmp1	Xist	Ypel3	Zap70	Zfp36l1
TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_B_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_B_CELL_AGEING	Acly	Ahnak	Aldh2	Antkmt	Anxa1	Anxa2	Anxa5	Apoe	Arhgdia	Arl1	Atf3	Atp2b1	BC004004	Bsg	C130026I21Rik	Calhm2	Calm1	Capg	Ccnd2	Cd36	Cd44	Cd79a	Cd9	Cfl1	Clic4	Cmtm7	Comt	Crip1	Crip2	Crlf2	Cst3	Ctla4	Ctsb	Ctsd	Ctsh	Cyba	Dusp5	Ebna1bp2	Emp3	Ergic1	Fam104a	Fcgrt	Fos	Gas7	Gm15987	Gnb1	Gns	Grn	H2-Q6	Hck	Hexb	Ier2	Ifi27	Itm2b	Itm2c	Jchain	Jund	Kdm6b	Klf2	Krt14	Lgals1	Lgmn	Lmna	Lyz2	Mbd3	Mcl1	Mcu	Mir24-2	Ms4a6c	Myadm	Mzb1	Nap1l1	Ndufb8	Nfil3	Npc2	P2ry12	Pafah1b3	Pdlim1	Pepd	Plaat3	Plin3	Plp2	Pmaip1	Ppp2r5c	Prr13	Prss23	Psap	Psmd14	Psmd8	Ptma	Ptpn1	Ptprj	Rap1a	Reep5	Rhob	Rilpl2	Rnaset2b	Rpl13a	Rtn4	S100a6	Sf3b4	Snrpc	Socs3	Sparc	Spib	Stk38	Susd3	Tagln2	Tcf3	Tcirg1	Tgm2	Tle5	Tmem160	Tmem234	Tmsb10	Tppp3	Tsc22d1	Tubb2a	Twf1	Tyrobp	Ubb-ps	Ube2m	Vim	Ywhae	Zfp36
TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING	Abhd17a	Adam17	Aff4	Ago2	Aldh2	Anapc11	Ap2s1	Ap3d1	Apoe	Aqp1	Arf5	Arhgef2	Arl6ip1	Arsb	BC029722	Bcl3	Bcl7c	Brd9	Bri3	Bsg	Bst2	Cables2	Ccnd2	Cd53	Cd63	Cd74	Cd9	Cfh	Cfl1	Clic4	Clpp	Coro1c	Cracr2b	Crispld2	Csf1r	Csrp1	Ctc1	Ctdnep1	Ctnnbip1	Ctss	Cyb561d1	Dcn	Dhrs7	Dpp9	Dpysl2	Dusp3	Ece1	Ecscr	Eeig1	Efna1	Egfl7	Eif5a	F3	Fxyd6	Gadd45gip1	Gigyf1	Gja4	Gnb1	Gpr34	Grap	Grina	Gsn	Gstm1	Gstp1	H2-Aa	H2-Ab1	H2az2	Hdac7	Hexb	Hlx	Hmg20b	Hmox1	Hyou1	Ifit2	Irf2bpl	Jund	Kdm6b	Klf13	Klf7	Kmt2b	Krt14	Krt6a	Laptm5	Lbp	Lgals7	Lhfp	Lrrc8a	Lsm2	Ltbp4	Ltbr	Lyz2	Maf1	Mall	Man1a2	Map1lc3a	Map3k1	Mapkapk2	Marcks	Mbp	Mbtps1	Mgp	Mir503hg	Msx1	Mxra8	Nabp2	Nfkbib	Nfkbid	Norad	Npr1	Paip1	Palm	Pcdh1	Pde4c	Pfn1	Plekha3	Ppp1r9b	Ppp4c	Prr13	Psmb8	Psmd7	Ptma	Ptms	Rad9a	Rbm26	Reep5	Rhoc	Rnf10	Rnf125	Rnf167	Rpl13a	Rtcb	S100a16	Scand1	Sdc3	Sdc4	Sec24c	Selenom	Selplg	Serping1	Sf3b2	Sgf29	Shisa5	Sipa1l1	Slc37a3	Slc39a6	Smap2	Smco4	Sncaip	Snrpc	Spef1	Srsf9	Ssbp4	Swi5	Tacstd2	Taok2	Tbcb	Tcf15	Tex261	Tle5	Tlnrd1	Tmed9	Tmsb10	Tomm6	Tpm3	Ubb-ps	Vasp	Zbtb16	Zbtb7a	Zfp771	Znhit1
TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_EPITHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_EPITHELIAL_CELL_AGEING	2200002D01Rik	2310022B05Rik	2700097O09Rik	4921511C10Rik	9230102O04Rik	A130010J15Rik	AA467197	Abcb1a	Abcc5	Abhd17a	Abhd6	Abi2	Acaa1b	Acly	Aco1	Aco2	Actr3	Adamtsl1	Adgra3	Adnp	Agpat1	Akap8	Akr1b3	Akr1b8	Akr1c12	Alad	Alas2	Aldh1a1	Amfr	Ampd3	Anapc4	Angel2	Ankle2	Ankrd12	Ankrd13c	Ankrd33b	Anp32e	Antxr1	Ap2b1	Ap2s1	Aph1b	Apoe	Apol11b	Aqp8	Arhgap35	Arhgef1	Arid1b	Arl8a	Arnt	Arntl	Arpc5	Atn1	Atosa	Atxn1l	Atxn2l	Azin1	B4galnt2	BC005537	Bbs2	Bcl2l11	Bcl7b	Bcl7c	Bfar	Bhlhe40	Bloc1s6	Bltp1	Bmt2	Borcs6	Bptf	Brap	Brox	Bsdc1	Btg3	C920021L13Rik	Caap1	Calcoco1	Calm1	Calml4	Camta2	Capn7	Caprin1	Car1	Car2	Car3	Car4	Card6	Cat	Cavin1	Cbx7	Ccdc43	Ccdc61	Ccl2	Ccnh	Cd248	Cd44	Cdan1	Cdc37l1	Cdh17	Cdhr5	Cdk11b	Cdk2	Cdk8	Cdkn2b	Ceacam1	Cemip2	Cep170b	Cep350	Cep95	Ces2a	Ces2c	Ces2e	Cfl1	Chd1	Chd4	Cherp	Cited2	Ckb	Ckmt1	Cldn23	Clic4	Clint1	Cnot3	Cobll1	Col14a1	Coq8b	Cplx2	Cpt1a	Csde1	Cse1l	Csf2ra	Ctbp2	Ctc1	Ctss	Cwc15	Cycs	Cyp2c55	Cyrib	Dazap1	Dbi	Dcaf5	Dcaf6	Ddb2	Ddx10	Ddx21	Dele1	Dgka	Dhx15	Dhx37	Dhx40	Dlat	Dld	Dmbt1	Dph7	Dpysl2	Dusp5	Dusp6	Dvl3	Dync1i2	Dynlt1f	E130317F20Rik	Eed	Eif2s3x	Emb	Emcn	Enah	Eno1	Eno1b	Epb41	Epb41l4b	Ercc2	Erdr1x	Espn	Esyt1	Ethe1	Etv6	F930017D23Rik	Fabp2	Fam117a	Fam120b	Fam162a	Fam220a	Fam83b	Fam83e	Fam83h	Fbxl5	Fbxo10	Fmo2	Foxj1	Fth1	Ftl1	Fubp1	Furin	Fus	Gcnt3	Gfod1	Gga1	Gigyf1	Gm12191	Gm3336	Gm6654	Gnas	Gnb2	Golim4	Gpr15lg	Gpr34	Gpsm3	Gpt	Grb2	Grhl2	Gstm5	Gtf2h3	Gtf3c2	Guca2a	Gypa	Haus2	Hba-a1	Hdhd3	Hexb	Hilpda	Hmga1	Hnrnpd	Hnrnpul1	Hpf1	Hsd17b2	Hspa1b	Hyou1	Ier3	Ifnar1	Il6st	Impact	Inhbb	Inip	Inpp5f	Iqsec1	Irf2bpl	Iscu	Isy1	Itgav	Itprid2	Ivd	Ivl	Jak3	Jund	Kat7	Kdm6b	Kidins220	Klf16	Klf2	Klf3	Klhl18	Kpnb1	Krit1	Krt15	Lamtor4	Laptm5	Lcp1	Ldhb	Leng1	Lgals4	Lipe	Lmo4	Lrp5	Lrrc39	Lrrc45	Lrrc58	Lsm14b	Lypd8	Lyz2	Macrod1	Mal	Maml2	Man2b1	Mansc1	Map2k7	Map3k11	Map7d1	Mapk12	Mapk3	Mapk8ip3	Mapkapk2	Marcksl1	Mbd3	Mbp	Mcl1	Mdfi	Mdm2	Med13l	Mep1a	Mettl1	Mettl7b	Mfn2	Mgmt	Mgst3	Mical1	Mknk2	Mmd	Morf4l1-ps1	Mpped2	Mrps15	Mrtfa	Ms4a8a	Msrb1	Mtln	Mtmr10	Mtmr6	Muc13	Myef2	Myo10	Myo1a	Mzt1	Naa15	Ncbp3	Ncoa1	Ndufs5	Ndufs5-ps	Nfatc3	Nfib	Nfkb2	Nfkbiz	Niban2	Nr2c2ap	Nub1	Nup153	Nutf2	Oaz1	Odf2	Opa1	Otud5	Pabpc1	Papss2	Parp12	Paxip1	Pcbp2	Pck1	Pcyox1l	Pde4a	Pdk1	Pdlim1	Pdlim4	Pex1	Pglyrp1	Pgp	Phf11d	Phf12	Phgr1	Phlda1	Phlpp1	Pi4kb	Plagl2	Plaur	Plekhf2	Pmepa1	Polk	Ppm1a	Ppp1cb	Ppp1cc	Ppp1r14d	Ppp1r37	Ppp1r9b	Ppp3ca	Ppp3r1	Ppwd1	Prap1	Prickle3	Prr13	Prss22	Prune1	Prune2	Ptbp3	Ptgs1	Ptk2	Ptms	Ptp4a1	Ptpn2	Pum2	Pura	Purb	Pus1	Pvt1	Pxn	Rab27a	Rab34	Rab5c	Rac2	Rad23b	Rap1a	Rap2b	Rars	Rassf3	Rbm45	Rbp4	Rbpj	Rbsn	Reep3	Rel	Rev1	Rfk	Rgl3	Rgs3	Ric8b	Rictor	Rnaset2b	Rnf10	Rnf19a	Ropn1l	Rps15a-ps6	Rps6kb1	Rsph3a	Rtn4	Rtn4ip1	Rufy1	Rufy2	Rwdd1	Rxrb	S100a8	S100a9	Saa1	Samhd1	Sap130	Scaf1	Scand1	Scd1	Scin	Sdcbp2	Sec61g	Sectm1a	Selenop	Selplg	Sephs1	Serinc5	Serpinb1a	Sertad2	Setd7	Sh2b1	Sh3glb1	Shisa5	Sidt2	Sirt1	Sirt6	Slc24a5	Slc25a23	Slc25a38	Slc39a4	Slc44a2	Slc4a1	Slc51a	Sltm	Smad4	Smap1	Smap2	Smc4	Smim22	Smim24	Smndc1	Smo	Smox	Snca	Snd1	Snrnp70	Snrpc	Snx22	Socs5	Sox13	Spag9	Spindoc	Sptbn1	Srpx	Stat2	Stk24	Stmp1	Strn	Strn3	Stx16	Styx	Sult1b1	Swt1	Syde1	Synj2bp	Tab2	Taf1	Tagap	Taok2	Tbl1x	Tcf7l2	Tcim	Tdrd3	Tet2	Tex10	Tial1	Tle5	Tlk1	Tmcc2	Tmem167b	Tmem181c-ps	Tmem231	Tmem238	Tmem45b	Tmem87a	Tmigd1	Tmprss4	Tmsb10	Tnfaip8	Tnrc6b	Tns4	Tob2	Trf	Trim14	Trim28	Trim7	Trp53bp1	Tshz1	Tsku	Tspan1	Tspan7	Tstd1	Ttc39b	Ttc6	Ttll12	Ttpal	Tuba1a	Tuba1b	Txlng	Ube2m	Ube2r2	Ube2s	Ube2v2	Ube2z	Ubqln2	Ucp2	Uimc1	Usp14	Usp40	Vbp1	Vps35	Vsig2	Vsir	Washc5	Wbp11	Whamm	Wwc1	Wwp1	Xpa	Ybx1	Yipf6	Ywhab	Zbed6	Zbtb11	Zc3h13	Zcchc8	Zdhhc21	Zfhx4	Zfp182	Zfp445	Zfp609	Zfp654
TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING	Adam33	Adamtsl3	Ado	Adrm1	Aebp1	Aif1l	Akap12	Akap13	Akt1s1	Anapc11	Anxa8	Ap2s1	Apbb1ip	Apod	Apoe	Arf5	Arhgdia	Arl8a	Atn1	Atp6v0c	Basp1	Bcl7c	Bgn	Bmp3	Bri3	Bsg	Btg2	C1qa	C1qb	C1qc	C4b	Camk2n1	Capg	Cavin1	Ccdc85b	Cd74	Cd9	Cdc37	Cdkn1a	Cdkn1c	Cdv3	Cfh	Cfl1	Chd4	Chmp2a	Chst1	Cirbp	Clec3b	Clic1	Clic4	Clu	Cotl1	Crip2	Crispld2	Csnk2a1	Cst3	Ctnna1	Ctss	Cxcl12	Cxcl14	Cyba	Cygb	Dact1	Dact2	Ddah2	Ddrgk1	Dhrs3	Dlgap4	Dmkn	Dpt	Dpysl2	Drap1	Dtnbp1	Dusp3	Ebf1	Ece1	Ecm1	Emc10	F3	Fbln1	Fbln2	Fcrls	Fdps	Fkbp8	Fos	Fosl2	Ftl1	Fus	Fxyd1	Fxyd5	Gabarapl1	Gadd45b	Gadd45g	Gadd45gip1	Gas7	Gata3	Gbp7	Gnaq	Gnb1	Gpnmb	Gpx3	Gpx4	Grina	Gsk3b	Gstm1	H2-Aa	H2-Ab1	Hic1	Hmgcs1	Hspa1a	Ier2	Ier3	Ifitm2	Igfbp3	Iigp1	Il34	Il3ra	Inmt	Irf2bpl	Itgb7	Jun	Junb	Jund	Kdm6b	Klf13	Klf2	Klf9	Kpna4	Krt14	Lamtor4	Letm2	Lifr	Lmna	Lrrc58	Lrrc8a	Ltbp4	Lyz2	Mafb	Manbal	Map1lc3a	Marcks	Mfge8	Mgp	Midn	Mir24-2	Mllt6	Mmp11	Mn1	Mospd3	Mrgprg	Msx1	Mxra7	Mycbp2	Myoc	Nabp2	Nbl1	Ndrg2	Nfib	Nfic	Nfix	Norad	Nr3c1	Nr4a1	Nsd3	Nsg1	Nudt3	Oaz1	Osr1	P2ry12	Palm	Pcnp	Pdlim2	Pdpn	Pebp1	Penk	Phlda1	Phlda3	Plpp3	Pltp	Pmepa1	Prnp	Prr13	Prrx1	Ptgs1	Ptma	Ptms	Ptov1	Ptp4a2	Rab5c	Rabac1	Rack1	Ralbp1	Ramp2	Rarg	Rarres2	Rbm25	Rbm26	Rbp1	Reep5	Rhob	Rhoc	Rpl13a	Rras	Samd4b	Scand1	Scn1b	Sdc4	Selenom	Selenow	Selplg	Senp6	Set	Sf3b2	Sf3b4	Sfrp1	Shisa5	Skil	Snrpc	Sod1	Sparcl1	Spr	Sptbn1	Srrm2	Srsf11	Srsf2	Srsf5	Ssbp3	Ssbp4	Szrd1	Tacc1	Tamalin	Tcf7l1	Tcf7l2	Tex261	Tgfbi	Thbd	Timp3	Tle5	Tmem160	Tmem176a	Tmem176b	Tmem9	Tmsb10	Tnfsf12	Tomm6	Tppp3	Tra2a	Txn2	Ubb-ps	Ube2m	Ube2v1	Ubl7	Vat1	Wbp2	Xist	Ypel3	Ywhae	Zfhx3	Zfp36	Zfp385a	Znhit1	Zscan26
TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_MYELOID_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_MYELOID_CELL_AGEING	Actg1	Adgre5	Agpat4	Ak2	Apbb1ip	Arhgdia	Arhgef1	Arl5c	Arl8a	Arpc1b	Arpc4	Arrb2	B4galnt1	Bcl3	Bhlhe40	Bri3	Btg1	Cbfa2t3	Ccrl2	Cd8a	Cd9	Cdc42ep2	Cdkn1a	Ceacam1	Cebpb	Cebpd	Cfl1	Cic	Cirbp	Clec4e	Clic4	Cmip	Cnnm4	Coro1a	Cotl1	Crip2	Crlf2	Csf2ra	Csrnp1	Ctdnep1	Cxcl1	Cxcl2	Cyb5r3	Cyba	Cybb	Dcn	Drap1	Dusp2	Dusp3	Dusp5	Ear2	Efhd2	Ehd1	Eif3f	Eif5a	Emc10	Emilin2	Ets2	Ezr	Fgr	Filip1l	Flna	Fmnl1	Fn1	Fosl2	Furin	Gadd45b	Gga1	Gnb1	Gnb2	Gngt2	Gpr132	Gpx3	Grb2	Grk2	Gsn	Gsr	Hck	Hcls1	Hp	Htra3	Id3	Ier2	Ifrd1	Il10ra	Il1b	Irf1	Itgal	Junb	Jund	Kdm6b	Klf13	Kmt2b	Kpna4	Lamtor4	Lcn2	Ldlr	Limd2	Lmo4	Lrp1	Lrrfip1	Lsp1	Ltb4r1	Lypla2	Map3k14	Mapkapk2	Mbp	Mcemp1	Mgp	Midn	Mospd3	Msn	Nadk	Napsa	Ndel1	Nfkbia	Nfkbie	Nfkbiz	Nr4a1	Nupr1	Pakap	Pde4b	Pfn1	Pglyrp1	Pi16	Pilra	Pim1	Pim3	Pkm	Plaur	Pnrc1	Ppp1r18	Ppp2r5c	Prdx5	Prkcd	Prr13	Ptms	Ptpn1	Ptpre	Ptprj	Rack1	Rbm3	Rbm38	Rgcc	Rhoa	Rilpl2	Rnf149	Rnf19b	Rpl13	Rpl13a	Rpl4	Rpl8	Rplp0	Rpsa	Rras	S100a8	S100a9	Scand1	Sema4d	Sf3b2	Sgk1	Sh3bp1	Siglech	Sirpb1c	Slc16a3	Slc27a3	Slc2a6	Smpdl3b	Snrpc	Socs3	Sod2	Spag9	Sparc	Spi1	Spn	Srsf5	Stat3	Stk10	Syf2	Tex261	Tgif1	Tgm2	Tkt	Tle5	Tln1	Tmem160	Tmsb10	Tnfaip2	Tnfrsf1a	Tomm6	Tppp3	Traf1	Trem1	Treml4	Txnrd1	Vasp	Vmp1	Vps37b	Wfdc2	Ywhae	Ywhaz	Zfp36
TABULA_MURIS_SENIS_THYMUS_DN4_THYMOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_THYMUS_DN4_THYMOCYTE_AGEING	AB124611	AW112010	Adrm1	Aldoa	Ankrd12	Antkmt	Anxa2	Apbb1ip	Apobec3	Aprt	Arhgdia	Arl4c	Arl6ip5	Arpc1b	Arpc3	Atp5d	Atp5g2	Aurkaip1	B2m	Batf	Bcl2a1b	Bloc1s1	Bola2	Bsg	Bst2	Calr	Capg	Capzb	Ccdc85b	Ccl5	Cd37	Cd74	Cd82	Cdk2ap2	Cfl1	Chd3	Chmp2a	Chmp4b	Cirbp	Comt	Cotl1	Crip1	Crlf2	Csnk2b	Cst7	Ctla2a	Ctss	Ctsz	Cuta	Cxcr3	Cxcr6	Cyba	Dnajc15	Dnajc9	Drap1	Efhd2	Eif3f	Eif3i	Eif3k	Eif5a	Entrep3	Epsti1	Fbl	Fis1	Fth1	Fxyd5	Fyb	Gabarap	Gapdh	Gimap3	Gimap5	Gimap7	Gm6402	Gmfg	Gpr18	Gpx4	Gramd3	Gstp1	Gstp3	H2-Aa	H2-Ab1	H2-D1	H2-K1	H2-Q4	H2aj	Hcst	Hint1	Hsd17b8	Hsp90b1	Hspe1	Ifi203	Ifi27	Il2rb	Il7r	Irf1	Izumo1r	Junb	Jund	Kbtbd11	Klf2	Klrd1	Krtcap2	Lamtor1	Lamtor4	Lat	Lime1	Lsm4	Ltb	Ly6a	Ly6c2	Ly6d	Ly6e	Mettl23	Micos13	Mif4gd	Mndal	Mrpl52	Ms4a4b	Ms4a6b	Mycbp2	Myl12b	Nap1l1	Ndufb7	Ndufs7	Nkg7	Nme2	Nop53	Npm1	Nsa2	Nsd3	Nt5c	Oaz1	Ostf1	Pa2g4	Pabpc1	Park7	Pgls	Pglyrp1	Pkp3	Plaat3	Plac8	Polr2e	Prdx5	Prr13	Psmb1	Psmb10	Psmb8	Psmb9	Psme1	Psme2	Ptpn1	Ptpn18	Rabac1	Rac2	Rack1	Rbm3	Rexo2	Rinl	Rnaset2b	Rnf138	Rpl13	Rpl13a	Rpl18	Rpl3	Rpl8	Rplp0	Rps10	Rps20	Rps3	Rps5	Rpsa	Runx3	S100a11	S100a4	S100a6	S1pr4	Scamp3	Scand1	Sec11c	Selplg	Sf3b2	Sft2d1	Shisa5	Slc25a3	Smad7	Smco4	Smpdl3a	Snhg8	Snrpc	Socs3	Sp110	Spr	Srgn	Srrm2	Srsf5	Ssbp4	Ssr4	Stat3	Swi5	Syngr2	Taf10	Tagln2	Tax1bp1	Thap3	Thy1	Tle5	Tln1	Tmed9	Tmem160	Tmem234	Tmsb10	Tnfrsf18	Tpm3	Tpr	Tpst2	Tpt1	Tspo	Use1	Vmp1	Vps28	Wdr83os	Wdr89	Xrn2	Ybx1	Zfas1
TABULA_MURIS_SENIS_THYMUS_IMMATURE_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_THYMUS_IMMATURE_T_CELL_AGEING	Erdr1x	Pdia3	Rbm3	Rnf10	Txnip
TABULA_MURIS_SENIS_THYMUS_PROFESSIONAL_ANTIGEN_PRESENTING_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_THYMUS_PROFESSIONAL_ANTIGEN_PRESENTING_CELL_AGEING	Cd19	Cd2	Cd22	Cd37	Cd74	Cd79a	Cd79b	Cnp	Coro1a	Eef1a1	Fau	Fcmr	Fcrl1	Fubp1	Fus	Gimap1	Gimap6	Gimap7	Glcci1	Jchain	Jpt1	Kmt2e	Ltb	Ms4a1	Mzb1	Nubp1	Pou2af1	Ptprcap	Rac2	Rbm39	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl17	Rpl18a	Rpl21	Rpl23	Rpl23a	Rpl24	Rpl27a	Rpl35	Rpl35a	Rpl36	Rpl36a	Rpl37a	Rpl38	Rpl5	Rpl6	Rpl7	Rpl8	Rpl9	Rplp2	Rps10	Rps13	Rps15	Rps15a	Rps16	Rps19	Rps20	Rps21	Rps23	Rps24	Rps27	Rps29	Rps3	Rps3a1	Rps4x	Rps7	Rps8	Rpsa	Shisa5	Tnfrsf13c	Tnrc6b	Tpt1	Uba52
TABULA_MURIS_SENIS_THYMUS_THYMOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_THYMUS_THYMOCYTE_AGEING	0610010K14Rik	1110004F10Rik	1500009L16Rik	1700097N02Rik	2610318N02Rik	Aarsd1	Abracl	Acot7	Acp1	Adh5	Adrm1	Ahcy	Aimp1	Ak2	Akr1a1	Alyref	Anapc11	Anp32b	Anp32e	Antkmt	Anxa2	Ap2s1	Apex1	Arhgdia	Arl6ip4	Arpc1b	Arpc3	Arpc5l	Arpp19	Asf1b	Atp5c1	Atp5d	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5l	Atp5o	Atp5pb	Atpif1	Aurka	Aurkaip1	Aurkb	B2m	Bag1	Banf1	Bcas2	Bcl7c	Bex3	Birc5	Bola2	Bola3	Bsg	Btf3	Bub3	Bzw2	C1qbp	Cacybp	Calm1	Calm2	Calm3	Capzb	Ccdc124	Ccdc34	Ccna2	Ccnb2	Cd3g	Cdc123	Cdc20	Cdc45	Cdca2	Cdca3	Cdca8	Cdk1	Cdk4	Cdkn2c	Cdkn3	Cenpa	Cenpe	Cenpf	Cenph	Cenpk	Cenpm	Cenps	Cenpw	Cenpx	Cetn3	Cfdp1	Cfl1	Chchd1	Chchd2	Chchd3	Chmp2a	Ciao2a	Cirbp	Cisd1	Ckap2l	Cks1b	Cks2	Clic1	Clspn	Clta	Cltb	Cmc2	Commd1	Comt	Cops5	Cotl1	Cox4i1	Cox5a	Cox6c	Cox8a	Crip1	Csnk2b	Cst3	Cuta	Cyba	Cyc1	Cycs	Dad1	Dbi	Dcps	Dctpp1	Ddah2	Ddt	Ddx39a	Ddx39b	Dek	Denr	Dgcr6	Dhfr	Dkc1	Dnajc19	Dnajc2	Dnajc8	Dnajc9	Dpy30	Drap1	Dtymk	Dut	Dynll2	Dynlrb1	Ebna1bp2	Eef1a1	Eef1b2	Eef1d	Eef1e1	Eef1g	Eif1	Eif1ax	Eif2s2	Eif3e	Eif3f	Eif3g	Eif3i	Eif3k	Eif3m	Eif5a	Elob	Elof1	Emc10	Emd	Emp3	Eny2	Erdr1x	Erh	Erp29	Esco2	Esd	Etfa	Etfb	Exosc5	Exosc6	Exosc7	Exosc8	Fabp5	Fam104a	Fam162a	Fau	Fbl	Fbxo5	Fdps	Fh1	Fkbp2	Fkbp3	Fmc1	Fth1	Ftl1	Fundc2	Fxn	Gadd45gip1	Galk1	Gapdh	Gar1	Gins1	Gins2	Glrx3	Gmfg	Gmnn	Gnb1	Gnl3	Gpx1	Gpx4	Grpel1	Gtf2a2	Gtf2f2	Gtf2h5	Gtf3a	Gzma	H2-Ab1	H2-D1	H2-K1	H2-T10	H2ac11	H2ac23	H2ac8	H2aj	H2ax	H2az1	H2az2	H3f3a	H3f3b	Hdgf	Hint1	Hmgb1	Hmgb2	Hmgb3	Hmgn1	Hmgn2	Hmgn5	Hmmr	Hnrnpab	Hnrnpd	Hnrnpdl	Hpf1	Hprt	Hsp90aa1	Hsp90ab1	Hspe1	Impdh2	Incenp	Jtb	Jund	Kif22	Kif23	Knl1	Knstrn	Lage3	Lamtor1	Lat	Ldha	Lgals9	Lig1	Limd2	Llph	Lockd	Lsm2	Lsm3	Lsm4	Lsm5	Ly6e	Lyar	Macroh2a1	Mad2l1	Magoh	Manf	Mdh1	Mdh2	Metrn	Micos10	Micos13	Mif	Mns1	Mospd3	Mpc2	Mrpl12	Mrpl13	Mrpl14	Mrpl18	Mrpl2	Mrpl20	Mrpl23	Mrpl27	Mrpl28	Mrpl30	Mrpl36	Mrpl42	Mrpl51	Mrpl52	Mrpl54	Mrpl58	Mrps11	Mrps12	Mrps14	Mrps15	Mrps16	Mrps18c	Mrps24	Mrps26	Mrps33	Mrto4	Mtch2	Mxd3	Myl10	Myl12a	Myl6	Naa10	Naa38	Naca	Nap1l1	Nasp	Naxe	Ncl	Ndufa10	Ndufa12	Ndufa7	Ndufa8	Ndufa9	Ndufb10	Ndufb11	Ndufb2	Ndufb5	Ndufb6	Ndufb7	Ndufb8	Ndufb9	Ndufc1	Ndufc2	Ndufs6	Ndufs7	Ndufs8	Ndufv2	Nedd8	Neil3	Nelfe	Nhp2	Nme1	Nme2	Nol7	Nop53	Nop58	Npm1	Npm3	Nrm	Nsa2	Nsmce1	Nsmce4a	Nt5c3b	Nt5dc2	Nubp1	Nucks1	Nudc	Nudcd2	Nudt1	Nusap1	Nxt1	Oaz1	Orc6	Ostc	Oxct1	Pa2g4	Pabpc1	Pabpn1	Pafah1b3	Park7	Pbk	Pcbd2	Pclaf	Pcna	Pdap1	Pdcd5	Pdlim1	Pebp1	Pfdn1	Pfdn4	Pfdn6	Pfn1	Pgk1	Pgls	Pgp	Phb	Phb2	Phf5a	Phgdh	Phpt1	Pih1d1	Pin1	Pla2g12a	Plac8	Plk1	Plp2	Pmf1	Pmm1	Poc1a	Pold2	Polr2c	Polr2e	Polr2f	Polr2g	Polr2l	Pomp	Ppa1	Ppia	Ppib	Ppie	Ppig	Ppih	Ppil1	Ppp1ca	Ppp1r35	Prc1	Prdx1	Prdx4	Prelid1	Prelid3b	Prim1	Psma1	Psma2	Psma3	Psma4	Psma5	Psma6	Psma7	Psmb1	Psmb2	Psmb4	Psmb5	Psmb6	Psmb8	Psmb9	Psmc1	Psmc2	Psmc3	Psmc3ip	Psmc4	Psmd4	Psmd7	Psmd8	Psme1	Psme2	Psmg2	Ptcra	Ptma	Ptms	Ptov1	Ptp4a3	Ptprcap	Racgap1	Rack1	Rad51ap1	Raly	Ran	Ranbp1	Rbis	Rbm25	Rbm3	Rbm8a	Rbmxl1	Reep5	Rex1bd	Rexo2	Rfc2	Rfc3	Rfc4	Rgs10	Rheb	Rhno1	Rnaseh2b	Rnaseh2c	Rnaset2b	Rp9	Rpa2	Rpa3	Rpl10	Rpl10a	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl15	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl22l1	Rpl23	Rpl23a	Rpl24	Rpl27	Rpl27a	Rpl28	Rpl29	Rpl3	Rpl31	Rpl32	Rpl35	Rpl36	Rpl36a	Rpl4	Rpl41	Rpl5	Rpl6	Rpl7	Rpl7a	Rpl8	Rpl9	Rplp0	Rplp1	Rplp2	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps15a	Rps16	Rps17	Rps18	Rps19	Rps2	Rps20	Rps23	Rps24	Rps26	Rps27a	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps8	Rps9	Rpsa	Rrm2	Rwdd1	Sap30	Sarnp	Sdf2l1	Sdhb	Sdhc	Selenoh	Serbp1	Set	Sf3b2	Sf3b4	Sf3b5	Sfr1	Sfxn1	Shmt2	Sin3b	Siva1	Ska1	Slbp	Slc25a3	Slc25a5	Slirp	Smc1a	Smc2	Smc3	Smc4	Smc6	Smco4	Smdt1	Snhg3	Snrnp25	Snrnp27	Snrnp40	Snrnp70	Snrpa	Snrpa1	Snrpb	Snrpc	Snrpd1	Snrpd2	Snrpd3	Snrpg	Snu13	Sod1	Sod2	Spc24	Spc25	Srm	Srsf3	Srsf7	Ssbp4	Ssna1	Stmn1	Stoml2	Stub1	Sumo1	Sumo3	Swi5	Syce2	Taf10	Taf9	Tagln2	Tbcb	Tceal9	Tcf19	Tecr	Tex261	Thoc7	Timeless	Timm17a	Timm17b	Tipin	Tk1	Tkt	Tle5	Tmed10	Tmed9	Tmem14c	Tmem160	Tmem242	Tmem256	Tmem97	Tmsb10	Tmsb4x	Tomm20	Tomm40	Tomm5	Tomm6	Top2a	Tpi1	Tpm3	Tpt1	Tpx2	Trir	Trp53	Tsn	Tuba1b	Tuba1c	Tuba4a	Tubb2a	Tubb2b	Tubb4b	Tubb5	Tubg1	Txn1	Txn2	Txnl1	Tyms	U2af1	Uba52	Ubb	Ubb-ps	Ube2c	Ube2k	Ube2l3	Ube2s	Ube2t	Ubxn1	Uchl3	Uchl5	Uqcc2	Uqcrc2	Uqcrh	Utp11	Utp3	Vdac2	Vrk1	Wdr83os	Wdr89	Ybx1	Yif1b	Zcchc17
TABULA_MURIS_SENIS_TONGUE_BASAL_CELL_OF_EPIDERMIS_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TONGUE_BASAL_CELL_OF_EPIDERMIS_AGEING	Adh7	Aldh3a1	Apoc1	Apoe	Arl6ip1	Atf4	B2m	Birc5	Calr	Ccl2	Ccl20	Ccna2	Ccnb1	Ccnb2	Cdc20	Cdca3	Cdca8	Cdk1	Cenpa	Cks1b	Cks2	Cldn4	Cox5a	Csnk2b	Cxcl1	Cxcl10	Cxcl16	Cysrt1	Ddx39a	Dut	Eef1b2	Ehf	Epcam	Fabp5	Fdps	Fkbp2	Fosl1	Gadd45b	Gm94	Gpx2	Gsta4	Gstm1	Gsto1	H2-D1	H2-K1	H2ac23	H2ax	H2az1	Hcar2	Hint1	Hmgb2	Ier3	Ifi202b	Ifi27	Ifi27l2a	Ifitm3	Incenp	Jpt1	Krt16	Krt36	Krt6b	Krtdap	Ldha	Lgals3	Ly6d	Lypd3	Mgst1	Nfkbia	Nhp2	Nme1	Nme2	Nudc	Nusap1	Ovol1	Pbk	Pclaf	Pebp1	Pfdn6	Pgk1	Phlda1	Plac9	Plaur	Plet1	Pmm1	Pnrc1	Ppa1	Prc1	Ptges3	Ptgr1	Ptma	Ptms	Racgap1	Rack1	Ran	Rangap1	Rbm3	Rpl12	Rpl13a	Rpl28	Rpl5	Rplp1	Rplp2	Rps10	Rps12	Rps20	Rps21	Rpsa	S100a14	Sbsn	Selenbp1	Selenoh	Serpinb3a	Sfn	Shroom3	Slc25a3	Slpi	Slurp1	Smc2	Smc4	Snhg12	Sod1	Spc24	Sprr1b	Stmn1	Stx11	Tacc3	Tacstd2	Tagln2	Tgm3	Tk1	Tle5	Top2a	Tpi1	Tpt1	Tsc22d1	Tuba1b	Tuba1c	Tuba4a	Tubb4b	Tubb5	Tubb6	Tyms	Ube2c	Ube2m	Ube2s	Vsig8	Wdr89	Zfand5
TABULA_MURIS_SENIS_TONGUE_KERATINOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TONGUE_KERATINOCYTE_AGEING	Adh7	Aldh3a1	Apoc1	B2m	Calr	Ces1d	Defb4	Eef1b2	Fdps	Gsta4	Gstm1	Gstp1	H2-D1	H2-K1	Ifi27l2a	Ifitm3	Krt14	Krt16	Krt36	Krt6b	Krt84	Krtap3-3	Krtdap	Ly6g6c	Nqo1	Pdzk1ip1	Phlda1	Plac9	Ptgr1	Rack1	Rpl12	Rpl38	Rplp1	Rplp2	Rps10	Rps12	Rps21	Sbsn	Slpi	Sprr1b	Tgm3	Tmem254	Tpt1	Vsig8	Zfas1
TABULA_MURIS_SENIS_TONGUE_LANGERHANS_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TONGUE_LANGERHANS_CELL_AGEING	AW112010	Atp5mpl	Cd3g	Cd83	Cfp	Ctla2a	Cxcr6	Icos	Ifrd1	Lat	Ly6g5b	Mfge8	Nkg7	Odc1	Psmb8	Ptprcap	Rpl38	Sema7a	Skap1	Thy1
TABULA_MURIS_SENIS_TRACHEA_BASAL_EPITHELIAL_CELL_OF_TRACHEOBRONCHIAL_TREE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_BASAL_EPITHELIAL_CELL_OF_TRACHEOBRONCHIAL_TREE_AGEING	Bri3	Cbr1	Ccl7	Ddx41	Dmkn	E2f4	Eng	Gadd45gip1	Grk3	Hspa1a	Jund	Lyz1	Mcee	Neurl1b	Pxmp2	Rhoc	Selenow	Tle5	Tm4sf1	Tmem181c-ps	Tmem267	Trir
TABULA_MURIS_SENIS_TRACHEA_ENDOTHELIAL_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_ENDOTHELIAL_CELL_AGEING	1700008J07Rik	2510002D24Rik	2810013P06Rik	4933434E20Rik	Ahsa1	Akt1s1	Aldoa	Ap2s1	Arhgdib	Arl4a	Arpc3	Atp13a1	Atp5pb	Atp6v1g1	BC031181	Bcas2	Bloc1s4	Bsg	Bst2	Cavin3	Ccdc124	Ccdc47	Ccdc85b	Cd9	Cfl1	Ciao2a	Cldn5	Clic1	Clta	Cnppd1	Col18a1	Commd3	Cops6	Copz2	Cox5a	Cox7a2l	Cracr2b	Crip2	Cry2	Cyba	Denr	Dhrs7	Dpy30	Dynlrb1	Echs1	Ecscr	Eef1d	Efhd1	Egfl7	Eif3f	Elof1	Emc10	Emc2	Emc4	Eva1b	Fam3a	Fbxo4	Fgl2	Fis1	Flt4	Fth1	Glrx3	Gm9320	Gng11	Gpx4	Grap	Gstp1	H2ac25	H2aj	H2bc4	Hdac7	Hmox2	Hs3st1	Hsd3b7	Icam2	Ifi27	Ift43	Igfbp5	Inka1	Isca2	Klf2	Klhdc2	Lamtor1	Lamtor4	Laptm4a	Lims1	Lmo2	Lsm2	Lxn	Lyve1	Malat1	Map1lc3a	Mdh1	Med28	Meox1	Mgll	Mis18a	Mlf2	Mrpl15	Mrpl22	Mrps24	Msl1	Myct1	Nabp2	Naca	Napa	Ndufb7	Nedd8	Ngdn	Npc2	Ntn1	Oaz2	Pcbp2	Pcp4l1	Pfn1	Pglyrp1	Phax	Phb2	Pkig	Plscr2	Pnn	Pomp	Ppib	Ppp1ca	Ppp1r11	Prdx1	Prelid1	Prpf40a	Prss23	Psma1	Psma2	Psma7	Psmb10	Psmb8	Ptma	Ptms	Ptprj	Rab13	Rabac1	Rbm3	Rbm8a	Rhoc	Rnf166	Rnf7	Rpl13	Rpl13a	Rpl14	Rpl3	Rpl6	Rplp0	Rps24	Rps3	Rps3a1	Rps4x	Rps9	Rpsa	Rrp9	S100a16	Sar1b	Scn1b	Sdf4	Selenom	Selenow	Serpina3n	Serpine2	Sf3b4	Skap2	Slc50a1	Smco4	Smim12	Sncg	Snf8	Snx15	Spcs2	Spg20	Srp14	Ssbp4	Ssu72	Stk16	Stmn2	Stoml2	Surf1	Syf2	Tbcb	Tex261	Timm17a	Timm44	Tle5	Tmed9	Tmem109	Tmem204	Tmem50a	Tmem59	Tmsb10	Tpgs1	Trappc13	Trir	Tspan17	Txn2	Txnl4a	Ube2e1	Urod	Use1	Vdac2	Vps29	Wdr12	Ybx1	Zfp830
TABULA_MURIS_SENIS_TRACHEA_FIBROBLAST_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_FIBROBLAST_AGEING	Apod	Apoe	Arpc1b	Bsg	C4b	Cadm1	Calml3	Capg	Cbr2	Cd63	Cd9	Cdc42ep3	Cdkn1a	Cdkn1c	Cfl1	Chad	Clic1	Comp	Cox7a2l	Cpne8	Crip2	Cst3	Cxcl1	Cygb	Dcn	Dnajb1	Ecrg4	Eef1d	Eif3f	Fbln7	Fth1	Ftl1	Fxyd5	Fxyd6	Fzd9	Gm6402	Gm9320	Gpnmb	Gpx3	H2-D1	H2-K1	H3f3b	Hoxa7	Hsp90ab1	Hspb1	Ier2	Ier3	Ifitm2	Igfbp7	Jund	Kdm6b	Laptm4a	Ldhb	Lgals3	Ly6a	Ly6c1	Map1lc3a	Naca	Nbl1	Ninj1	Npm1	Pcolce2	Pdlim2	Pebp1	Pfdn5	Pfn1	Pltp	Prg4	Prr13	Ptma	Rabac1	Rack1	Rbp4	Reg3g	Rhoc	Rpl11	Rpl13	Rpl13a	Rpl14	Rpl17	Rpl3	Rpl31-ps12	Rpl4	Rpl6	Rpl7	Rpl8	Rplp0	Rps10	Rps15a-ps6	Rps20	Rps3	Rps3a1	Rps4x	Rps5	Rps6	Rps7	Rps9	Rpsa	Rrad	Rsrp1	Scgb1a1	Selenom	Selenow	Sfn	Slc25a3	Spp1	Srgn	Swi5	Tmem176a	Tmem176b	Tmsb10	Tpt1	Ubb	Ubb-ps	Use1	Wdr89
TABULA_MURIS_SENIS_TRACHEA_GRANULOCYTE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_GRANULOCYTE_AGEING	5031439G07Rik	Abtb2	Acbd6	Acsl5	Adam17	Atp6v0a1	Calm2	Ccdc71	Crtc2	Dcaf12	Dido1	Dusp2	Egln2	Garre1	Glg1	Hipk3	Ier5	Mgat2	Nars	Pik3c2a	Polr2d	Ppp4r2	Pstpip1	Ptafr	Ptk2b	Ptpn1	Ranbp2	Rest	Sgta	Slc16a6	Stat1	Suds3	Sumo1	Tbc1d10a	Tomm22	Tor3a	Wdr1
TABULA_MURIS_SENIS_TRACHEA_MACROPHAGE_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_MACROPHAGE_AGEING	Adrm1	Arhgdia	Arpc1b	Arpc3	Bgn	Bsg	Capg	Cfl1	Clta	Comt	Cotl1	Cyb5r3	Cyba	Dcpp3	Dnajb1	Drap1	Eif3f	Eif5a	Emc10	Esd	Exosc5	Fabp5	Fis1	Gm6402	Gnb1	H2-K1	Hsp90ab1	Igfbp7	Il11ra1	Jund	Ldha	Lgals3	Ltb	Ltbp4	Ly6a	Lyz1	Map2k2	Nabp2	Nherf1	Nkiras2	Npm3-ps1	Orai1	Pebp1	Pfn1	Prelid1	Prr13	Psmc3	Psmd4	Rab4b	Rack1	Ranbp1	Reep5	Rpl13a	Rpl14	Rpl3	Rpl4	Rpl6	Rplp0	Rps3	Rps3a1	Rpsa	Rrp1	Serbp1	Slc25a3	Slc25a5	Snrpc	Spry2	Tagln2	Tbcb	Tle5	Tmed9	Tmem160	Tmsb10	Txn2	Ubxn1	Uqcrc1	Vasp
TABULA_MURIS_SENIS_TRACHEA_T_CELL_AGEING	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_T_CELL_AGEING	1700037H04Rik	1700113A16Rik	1700123O20Rik	6820431F20Rik	AA465934	Aak1	Aarsd1	Aasdhppt	Abca2	Abhd8	Abi3	Abt1	Abtb2	Acap2	Acp5	Actr10	Adck5	Adprh	Adprs	Adrm1	Ahnak	Akr1a1	Alg5	Ankrd11	Ankrd26	Ap2s1	Apbb1ip	Arhgdia	Arhgef6	Arhgef7	Armc7	Arpc1b	Arpc4	Aspn	Asxl2	Atp6v0c	Avpi1	Azi2	B3gat3	BC004004	BC029722	Bag1	Baz1a	Bcl2a1b	Bcl7a	Bcl7c	Bex3	Bmp7	Bod1l	Bsg	Btbd1	Calm1	Cap1	Capns1	Ccdc107	Ccdc12	Ccdc28a	Ccdc58	Ccdc71l	Ccnd2	Ccsap	Cd37	Cd40lg	Cd82	Cdc23	Cdc37	Cdc37l1	Cdc42ep3	Cdc42se1	Cdk2ap2	Cds2	Cela2a	Cenpo	Cep57l1	Cep70	Cerk	Cfl1	Chd1	Chga	Chmp4b	Cirbp	Cit	Commd7	Crbn	Crk	Cyba	Cyth2	Dctn6	Ddx19a	Dedd2	Denr	Dgcr8	Disp1	Dmac1	Dnajc19	Dock10	Dohh	Dok2	Drap1	Dstyk	Dtx3	Dync1i2	Dynll2	Ech1	Eed	Ehmt1	Eif1b	Eif3f	Elmo1	Elof1	Emc10	Emd	Eno1b	Ep400	Epc1	Espn	Exosc5	Fam104a	Fam172a	Fam204a	Fam89b	Fance	Fbxl12	Fkbp2	Flot2	Flt3l	Fmnl1	Fntb	Frg1	Fth1	Fus	Fxyd5	Gabarap	Gadd45gip1	Gar1	Gcg	Gch1	Gemin7	Gfer	Gga1	Gimap1	Gimap9	Glrx	Gnb1	Gpaa1	Gpalpp1	Gps2	Grcc10	Gsn	Gtf2b	Gtf2h2	Gtf2ird1	Gtf3c1	Gtf3c3	Gzma	H2-D1	H2-K1	H2ac13	H3c1	Hcls1	Hectd1	Herc6	Hmg20b	Hnrnph3	Hras	Hsd17b8	Iapp	Ifnar2	Il21r	Il7r	Ing2	Ino80b	Ino80dos	Ino80e	Inpp1	Ins1	Ins2	Irf2	Isg20l2	Itm2b	Jagn1	Junb	Jund	Kdelr1	Kmt2b	Kpna4	Krt8	Krt83	Kxd1	Laptm4a	Larp1b	Larp7	Lat	Lef1	Lgals1	Lias	Lime1	Lrrc40	Lsp1	Lyz2	Maf1	Mafg	Map1lc3a	Max	Maz	Mboat7	Mbp	Med9	Mef2d	Mfsd5	Mideas	Mlf2	Mpc1	Mpc2	Mpv17l2	Mrpl12	Mrpl15	Mrpl2	Mrpl45	Mrpl9	Mrps12	Mrps24	Mrps26	Mycbp2	Myl12a	Naa35	Nabp2	Nat10	Ncor1	Ndufs4	Necap2	Nfkbib	Ngdn	Nip7	Nle1	Nmt2	Npc2	Npm3	Nr1h2	Nr2c2ap	Nr4a3	Nsa2	Nsd3	Nt5c	Nt5c3b	Nup50	Obi1	Ocel1	Ociad1	Ogt	Orai1	Ostf1	Oxsr1	Palm	Pcmtd1	Pdap1	Pdcd1	Pdcd10	Pdxk	Pebp1	Pfdn6	Pfn1	Phf23	Pigf	Pin1	Plekhj1	Pold4	Pole4	Polq	Polr2a	Polr2c	Polr2g	Polr3b	Polr3e	Polr3k	Ppib	Ppie	Ppp1r10	Ppp1r12a	Ppp1r35	Prdx5	Prickle1	Prmt1	Prpf18	Prr13	Prr7	Prrc2b	Psmd4	Ptprcap	Pum1	Pxmp4	Pym1	Rab10os	Rab24	Rab43	Rab5c	Rabac1	Rabl6	Rala	Ralgapa1	Rap1a	Rapgef1	Rbm25	Rbm33	Rbm42	Rbm5	Rchy1	Riok1	Rmi2	Rnaseh2c	Rnaset2b	Rnf11	Rnf126	Rnf138	Rnf5	Rp9	Rpap1	Rpap3	Rpl13a	Rps6kb2	Rrp36	Rtf1	S100a4	S100a6	S1pr4	Scp2	Sdad1	Sdhaf2	Sdhc	Sec11a	Secisbp2	Selenok	Sema4d	Senp6	Sf3b2	Sf3b4	Sgf29	Sh3gl1	Slc14a1	Smco4	Smim13	Smim14	Snrnp48	Snrpc	Socs1	Socs4	Sp2	Sphk2	Spp1	Spr	Spred2	Spry1	Srp9	Ssbp1	Ssbp3	Ssbp4	Suds3	Syf2	Syvn1	Szrd1	Taf11	Taf13	Taf4b	Tagln2	Tbcc	Tdp2	Tex261	Tfpt	Thap7	Thoc2	Thoc6	Thoc7	Tle5	Tmed10	Tmed9	Tmem160	Tmem181a	Tmem222	Tmem50a	Tmem59	Tmsb10	Tmx2	Tnks	Tnrc6a	Tob2	Tprgl	Tprkb	Tpst2	Trabd	Trappc3	Trappc4	Trappc6a	Trappc6b	Triap1	Trir	Trmt10c	Trmt13	Tsc22d3	Tti2	Tut4	Txndc9	Tysnd1	Uba5	Ubald1	Ubb-ps	Ube2j2	Ube2k	Ube2m	Ubl4a	Ubl7	Ubr2	Ubxn4	Uggt1	Unk	Urb1	Usp48	Utp11	Vasp	Vim	Vps28	Vps72	Wdr45	Wee1	Wnk1	Yipf3	Yipf5	Ykt6	Ypel3	Yy1	Zcchc17	Zfp182	Zfp330	Zfp386	Zfp689	Zmat2	Zmynd19	Znhit1	Zrsr2	Zwint
ZHANG_UTERUS_C0_MATURATIONAL_UP	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C0_MATURATIONAL_UP	Anxa2	Gm10076	Gm10736	Gm11478	Gm2000	Igkc	Prxl2a	Tmsb10	Tmsb4x
ZHANG_UTERUS_C0_SECRETORY_STROMAL3_NPPC_HIGH_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C0_SECRETORY_STROMAL3_NPPC_HIGH_CELL	2310022B05Rik	A2m	Ackr3	Actg1	Adam12	Adamts2	Adm	Adprh	Ahnak	Akr1c14	Aldh1a1	Aldh1a2	Aldh7a1	Anapc5	Angptl4	Anxa1	Anxa2	Anxa3	Anxa5	Anxa6	Aqp1	Arf4	Arl1	Arl4c	Atp8a1	Axl	Bag3	Bhlhe40	Bst2	Btg1	Btg2	Bzw1	C1ra	C1s1	Cald1	Calu	Capn2	Cav1	Cavin1	Cavin3	Ccl11	Ccl2	Ccl7	Ccn1	Ccnl1	Cd164	Cd248	Cd320	Cd34	Cd63-ps	Cd81	Cdh11	Cebpd	Ckap4	Ckb	Cnn3	Col15a1	Col18a1	Col1a1	Col1a2	Col3a1	Col4a1	Col4a2	Col5a1	Col5a2	Col6a1	Col6a2	Col6a3	Col6a4	Copa	Copb2	Copg1	Copz2	Crispld2	Cryab	Csrnp1	Cstb	Ctsh	Cxcl10	Cyb5a	Dap	Dcn	Ddit4l	Ddost	Des	Dio2	Dnajb1	Dnajb4	Dstn	Dusp1	Ebf1	Eef1a1	Eef1g	Egr1	Ehd1	Ehd2	Eif1a	Eif4a2	Eif4e	Eif4ebp1	Eln	Emb	Emp1	Errfi1	Ewsr1	Fbln2	Fbn1	Fbxo32	Fermt2	Fkbp7	Fkbp9	Fn1	Fos	Fosb	Fstl1	Ftl1	Ftl1-ps1	Gadd45g	Gapdh	Gas6	Gem	Ggt5	Gja1	Gm10073	Gm10076	Gm10132	Gm10177	Gm10250	Gm10269	Gm10275	Gm10288	Gm10736	Gm11478	Gm11808	Gm12174	Gm12481	Gm12918	Gm13436	Gm13588	Gm14165	Gm14303	Gm14586	Gm15421	Gm15427	Gm15772	Gm2000	Gm3511	Gm3788	Gm4149	Gm4366	Gm5526	Gm5586	Gm5805	Gm5835	Gm5905	Gm6136	Gm6204	Gm6807	Gm6863	Gm7536	Gm7600	Gm7808	Gm8292	Gm8730	Gm8797	Gm9385	Gm9794	Gm9843	Gng12	Gnl3	Gpx8	Gsn	Gstp1	Hdlbp	Herpud1	Hk2	Hnrnpf	Hsd11b2	Hspa5	Hspb8	Hsph1	Htra1	Idh1	Ier2	Ifrd1	Igf1	Igfbp6	Igsf10	Il17ra	Il6st	Ilk	Inhbb	Itga5	Itgb5	Jun	Jund	Kdelr2	Kdelr3	Klf4	Klf6	Klf9	Lamb1	Laptm4a	Lgals1	Lmna	Lox	Loxl1	Loxl2	Lrig1	Lrp1	Ltbp4	Maf	Maged1	Maged2	Man1a	Map1lc3a	Meg3	Mettl7a1	Mfap5	Mfge8	Mir703	Mmp19	Mmp23	Morf4l2	Msrb2	Mxra8	Myadm	Myc	Myh10	Myl12a	Myl6	Nfkbia	Ngfr	Nme2	Nppc	Nucb1	Oaf	Ogn	Ost4	Oxtr	P2ry14	P4hb	Palld	Pdia3	Pdia6	Pgr	Pgrmc1	Phlda1	Pim1	Pim3	Pink1	Plk2	Plod1	Plod2	Plpp3	Pnp	Pnrc1	Pofut2	Ppib	Ppic	Ppp1r15a	Ppp3ca	Prkar1a	Prss23	Qpct	Rab1a	Rab7b	Raly	Ramp2	Ramp3	Rasd1	Rcn1	Rcn3	Rdx	Rhoj	Rpl10-ps3	Rpl10a	Rpl10a-ps1	Rpl14-ps1	Rpl15	Rpl18-ps1	Rpl19-ps11	Rpl28-ps1	Rpl3-ps1	Rpl31-ps8	Rpl34-ps1	Rpl35	Rpl36-ps2	Rpl36a-ps2	Rpl37rt	Rpl4	Rpl6l	Rpl7-ps9	Rpl9-ps6	Rplp0	Rpn1	Rps10-ps2	Rps13-ps2	Rps15a-ps6	Rps15a-ps7	Rps18-ps5	Rps19-ps6	Rps23-ps1	Rps25-ps1	Rps26-ps1	Rps27a-ps3	Rps27rt	Rps3a2	Rps6	Rps6-ps4	Rps7-ps3	S100a10	S100a16	S100a6	Sap18	Sar1a	Scd2	Scube1	Sdc1	Sdc4	Sdk1	Sec13	Sec22b	Sec24d	Sec31a	Sec61a1	Sec61b	Sec61g	Selenos	Serf2	Serp1	Serpinb6a	Serpine1	Serpinf1	Serpinh1	Sgk1	Slc16a2	Slc25a39	Smoc2	Socs2	Sparc	Sphk1	Spon1	Spon2	Sptssa	Sqstm1	Srm	Ssr1	Ssr3	Ssr4	Steap3	Stt3a	Surf4	Swi5	Tbrg1	Tceal8	Tcf4	Thbs1	Thy1	Tmed2	Tmed3	Tmem100	Tmem109	Tmem119	Tmem258	Tnfaip3	Tnfaip6	Tnfrsf12a	Tpm2	Tpm4	Tppp3	Tpt1-ps3	Trabd2b	Trib1	Tuba1a	Tubb2a	Tubb6	Twist2	Txndc5	Uba52	Ubb	Ubb-ps	Ubc	Ube2g2	Ugp2	Umps	Vapa	Vim	Vkorc1	Wdr89	Wipi1	Wls	Wnt5a	Xbp1	Yipf5	Zfand5	Zfp36l1	Zxdc	mt-Nd3
ZHANG_UTERUS_C10_STROMAL2_RETNLG_HIGH_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C10_STROMAL2_RETNLG_HIGH_CELL	Actb	Adam8	Alox5ap	Antxr2	Basp1	Ccl3	Ccl4	Ccl6	Ccrl2	Cd24a	Cd52	Cd9	Cebpb	Clec4e	Coro1a	Csf2rb	Cxcl2	Cxcl3	Cxcr4	Cybb	Cyp4f18	Fth1	G0s2	Grina	Id2	Il1b	Il1rn	Laptm5	Lilrb4a	Lilrb4b	Mcl1	Msrb1	Pla2g7	Plek	Retnlg	Rgs1	Serpinb2	Slc7a11	Srgn	Tgm2	Thbs1	Tmsb4x	Trib1	Tyrobp	Vasp	mt-Rnr1	mt-Rnr2
ZHANG_UTERUS_C11_SMOOTH_MUSCLE_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C11_SMOOTH_MUSCLE_CELL	Acta2	Actg2	Actn1	Cald1	Cnn1	Cox6c	Cox7c	Cox8a	Cpe	Crip2	Csrp1	Des	Flna	Gadd45b	Hspb1	Mustn1	Myh11	Myl6	Myl9	Mylk	Pcp4	Pdlim3	Rpl38	Rps21	Rrad	Smtn	Sparcl1	Tagln	Tgfb1i1	Tpm1	Tpm2	mt-Cytb	mt-Nd1	mt-Nd2	mt-Nd4	mt-Rnr1
ZHANG_UTERUS_C12_MONOCYTE	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C12_MONOCYTE	Actr3	Aif1	Alox5ap	Apoe	Arhgdib	Arpc1b	Arpc2	Arpc3	Atox1	Atp2b1	Atp6ap2	Atp6v1c1	B2m	Btg1	C1qb	C1qc	C5ar1	Calm1	Capza2	Card19	Ccl4	Ccl6	Ccl9	Ccr1	Ccr2	Cd14	Cd44	Cd52	Cd53	Cd68	Cd74	Cd83	Cd86	Cdkn1a	Cfp	Clec4e	Clec7a	Coro1a	Cotl1	Crip1	Csf1r	Csf2ra	Csf2rb	Cst3	Cstb	Ctsa	Ctsb	Ctsc	Ctss	Ctsz	Cxcl2	Cyba	Cybb	Cycs	Cyrib	Cytip	Ddit3	Dusp5	Efhd2	Eif4a1	Emilin2	Emp3	Eno1	Esd	Fcer1g	Fcgr1	Fcgr2b	Fcgr3	Fem1c	Fth1	Fth1-ps	Ftl1	Ftl1-ps1	Fxyd5	Gda	Got1	Grn	H2-Aa	H2-Ab1	H2-D1	H2-DMa	H2-DMb1	H2-Eb1	H2az1	H3f3a	H3f3b	Hmox1	Ifi204	Ifi207	Ifi27l2a	Ifitm3	Ifrd1	Il1b	Iqgap1	Irf5	Irf7	Itgb2	Kctd12	Laptm5	Lat2	Lcp1	Lgals3	Lgmn	Lilrb4a	Lilrb4b	Litaf	Lmnb1	Lst1	Ly6c2	Ly6e	Ly86	Lyz2	Mafb	Mcl1	Mdm2	Mpeg1	Ms4a4c	Ms4a6b	Ms4a6c	Ms4a6d	Msrb1	Ninj1	Npc2	Osm	Pfn1	Picalm	Pim1	Pkm	Plac8	Plaur	Plbd1	Pld4	Plek	Plin2	Por	Prdx5	Psap	Psmb8	Ptpn1	Ptprc	Rab20	Rab7b	Rab8b	Rac2	Rap1b	Rgs1	Rilpl2	Rnh1	S100a4	Samhd1	Sat1	Sdc3	Sdcbp	Sh3bgrl3	Slc3a2	Slfn2	Spi1	Spp1	Srgn	Taldo1	Tgfbi	Tgif1	Thbs1	Tmsb4x	Tpd52	Tyrobp	Ubl3	Ucp2	Unc93b1	Vps37b	Wfdc17
ZHANG_UTERUS_C13_EPITHELIAL1_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C13_EPITHELIAL1_CELL	1810037I17Rik	2510002D24Rik	Aamdc	Acadl	Acp1	Adi1	Alad	Aldh1a1	Anapc13	Anp32b	Anpep	Anxa4	Ap1s3	Apex1	Arg2	Arl6ip1	Arl6ip4	Arpc5l	Atp1a1	Atp5c1	Atp5g1	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5k	Atp5md	Atp5mpl	Atp5pb	Atpif1	Aurkaip1	BC048679	Banf1	Bbln	Bcam	Bcas2	Bcat1	Bex3	Bola1	Bola2	Brk1	C1qbp	C3	Cacybp	Cbr2	Cbx6	Ccdc34	Cct2	Cd24a	Cd9	Cdk4	Cdo1	Cenpx	Cfi	Chchd10	Chchd2	Ciao2a	Cib1	Cisd1	Cited4	Cks1b	Cldn10	Cldn3	Cldn7	Clu	Coa3	Cox4i1	Cox5a	Cox6a1	Cox6b1	Cox6c	Cox7a2	Cox7b	Cox7c	Cox8a	Cuta	Cxcl17	Cyb5b	Cyb5r3	Cyc1	Cystm1	Dctn3	Dctpp1	Dcxr	Dek	Dgat2	Dhrs4	Dlx5	Dpy30	Dtymk	Dut	Dynll2	Echdc2	Eef1b2	Egfl6	Eif4h	Emc6	Epcam	Erdr1x	F11r	Fcgbp	Fermt1	Fkbp4	Fxyd3	Gclm	Glrx5	Gpx2	Grpel1	Gstm1	Gstm2	Gstm5	Gstm7	Gsto1	Gtf2a2	Gtf3c6	H2az1	Hat1	Hddc2	Hint1	Hjurp	Hmgn1	Hnrnpab	Hnrnpc	Hprt	Hspd1	Hspe1	Iah1	Id1	Id2	Idh3a	Ifitm1	Ifitm3	Ivns1abp	Kctd14	Knop1	Krt18	Krt19	Krt8	Krtcap2	Lage3	Lamp2	Lbp	Lcn2	Ldhb	Lmnb1	Lsm2	Lsm6	Lsm8	Ltf	Lyar	Magoh	Mbd3	Mdh1	Mgst1	Micos13	Mid1ip1	Mif	Mmp7	Mphosph8	Mrpl12	Mrpl14	Mrpl17	Mrpl18	Mrpl34	Mrpl36	Mrpl40	Mrpl42	Mrpl57	Mrps12	Mrps14	Mrps6	Msx1	Mt1	Mt2	Muc1	Myl12b	Naa38	Nap1l1	Ncl	Ndufa1	Ndufa11	Ndufa12	Ndufa13	Ndufa3	Ndufa4	Ndufa5	Ndufa6	Ndufa7	Ndufa8	Ndufab1	Ndufaf2	Ndufb2	Ndufb4	Ndufb6	Ndufb8	Ndufc2	Ndufs6	Ndufv2	Nhp2	Nop10	Npm1	Nudt14	Ormdl2	Pa2g4	Paics	Pclaf	Pcna	Pdlim1	Pdlim4	Pfdn1	Pfdn2	Pgls	Phb2	Pigr	Plat	Plekhs1	Plet1	Pls3	Pmf1	Polr2e	Polr2f	Polr2i	Polr2j	Prdx1	Prdx6	Psma7	Psmb5	Psmb7	Ptma	Ptn	Rad23a	Ran	Ranbp1	Rbbp4	Rbbp7	Rbis	Rbm8a	Rdh10	Rfc3	Rn18s-rs5	Rn7sk	Rnaseh2c	Rnaset2a	Rnaset2b	Rnf128	Rpa3	Rpl11	Rpl12	Rpl14	Rpl17	Rpl18	Rpl21	Rpl22	Rpl23	Rpl26	Rpl27	Rpl32	Rpl34	Rpl36	Rpl36a	Rpl36al	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl41	Rpl7	Rplp1	Rplp2	Rps10	Rps11	Rps12	Rps13	Rps15a	Rps17	Rps2	Rps21	Rps24	Rps26	Rps27	Rps27a	Rps27l	Rps28	Rps29	Rps5	Rps7	Rps8	Rps9	S100g	Sbspon	Selenoh	Serbp1	Serpinb11	Set	Sf3b4	Sf3b5	Sftpd	Sfxn1	Siva1	Skic8	Slc1a5	Slc25a11	Slc25a5	Slc39a4	Slirp	Smap1	Smim22	Snrpd1	Snrpd2	Snrpd3	Snrpe	Snrpf	Snrpg	Sox17	Sox9	Spc24	Spink12	Spint2	Sprr2f	Srsf3	Ssna1	Ssrp1	Stmn1	Stx18	Suclg1	Sult1d1	Taldo1	Tbca	Tceal9	Tecr	Tgfbi	Thoc7	Timm8b	Tipin	Tle5	Tmem14c	Tmem158	Tmem176a	Tmem176b	Tmem213	Tmem238	Tomm7	Tonsl	Top2a	Tpt1	Trmt112	Tspan8	Tuba1b	Tuba4a	Tubb4b	Tubb5	Txn1	Tyms	Ubl5	Ucp2	Uqcr10	Uqcr11	Uqcrb	Uqcrfs1	Vdac2	Wdr83os	Wfdc2	Yipf1	mt-Cytb	mt-Nd1	mt-Nd4	mt-Rnr1
ZHANG_UTERUS_C14_ENDOTHELIAL_MMRN1_HIGH_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C14_ENDOTHELIAL_MMRN1_HIGH_CELL	Aplp2	Arl4a	Cav1	Cavin2	Cd151	Cd9	Cldn5	Crip2	Ctnna1	Cyb5r3	Dusp2	Ecscr	Egfl7	Elk3	Esam	F11r	Fgl2	Flt4	Fth1	Fxyd6	Gnas	Gng11	Gngt2	Gpm6a	Hes1	Hjurp	Ifitm3	Ipo11	Jup	Lims1	Ltbp4	Lyve1	Mmrn1	Nrp2	Olfm1	Plec	Prelp	Rab11a	Selenop	Serpine2	Stab1	Thy1	Timp3	Tm4sf1	Txnip	Upk3b
ZHANG_UTERUS_C15_B_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C15_B_CELL	1700017B05Rik	Atf6	Atosa	Cacna1s	Ccr10	Cd28	Cd52	Cd69	Cd79a	Creld2	Cytip	Derl3	Dusp4	Eaf2	Edem1	Edem2	Evi2a	Fkbp2	Gimap5	Glipr1	Gm5547	Gm8818	Gramd3	Igha	Igkc	Iglc1	Iglc2	Iglc3	Iglv1	Iglv3	Il2rg	Impdh1	Itgal	Jchain	Kcnn4	Lman1	Ly6c2	Ly6d	Mars1	Mzb1	Neat1	Odc1	Pon3	Pou2af1	Prdx4	Prg2	Sec11c	Serp1	Sla	Slamf7	Slc16a6	Slpi	Ssr4	St6gal1	Tent5c	Tmem123	Tmem176a	Tmem248	Tnfaip8	Tnfrsf17	Tpst2	Trp53inp1	Tspan13	Txndc11	Txndc5	Vps37a	Xbp1	Zbp1
ZHANG_UTERUS_C1_PROLIFERATIVE_STROMAL1_MGP_HIGH_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C1_PROLIFERATIVE_STROMAL1_MGP_HIGH_CELL	2310022B05Rik	2410006H16Rik	A2m	Ackr3	Adamts2	Adh1	Adprh	Aebp1	Aldh1a2	Aldoa	Angptl2	Anxa1	Anxa2	Anxa3	Anxa5	Arf4	Arl4c	Atp6v0d1	Atp8a1	Axl	Bgn	Bst2	Btg1	C1qtnf3	C1s1	Cald1	Calu	Cavin3	Ccl11	Ccl7	Ccn1	Cd164	Cd248	Cd34	Cd63	Cd63-ps	Cd81	Cdh11	Cdkn1c	Chchd10	Ckap4	Ckb	Cmtm3	Cnpy2	Col15a1	Col1a1	Col1a2	Col3a1	Col5a1	Col5a2	Col6a1	Col6a2	Col6a3	Col6a4	Cope	Cpe	Crispld2	Cryab	Cst3	Cstb	Ctla2a	Ctnnb1	Ctsk	Ctsl	Cxcl12	Cyb5a	Dap	Dbi	Dcn	Ddit4l	Ddost	Des	Dio2	Dnajb1	Dpt	Dstn	Dusp1	Ebf1	Ech1	Eef1a1	Eef1g	Egr1	Eif4a2	Eln	Emb	Errfi1	Fbln1	Fbln2	Fbn1	Fn1	Fos	Fosb	Fstl1	Ftl1-ps1	Fxyd1	Gadd45g	Gapdh	Gas1	Gas5	Gas6	Ggt5	Gja1	Gm10073	Gm10076	Gm10177	Gm10288	Gm10736	Gm11478	Gm11808	Gm12174	Gm12481	Gm13436	Gm13588	Gm14165	Gm14303	Gm14586	Gm15427	Gm15500	Gm15772	Gm2000	Gm3511	Gm4149	Gm4366	Gm5586	Gm5805	Gm5835	Gm5905	Gm6136	Gm6204	Gm6863	Gm7536	Gm7600	Gm7808	Gm8730	Gm8797	Gm9385	Gm9794	Gm9843	Gnas	Gng12	Gpx3	Gpx4	Gpx8	Gsn	Gstm1	Gstp1	Hdlbp	Herpud1	Hes1	Hsd11b2	Hspa1a	Hspa1b	Hspa5	Htra1	Htra3	Ier2	Ift20	Igf1	Igfbp3	Igfbp5	Igfbp6	Ilk	Inhbb	Inmt	Jun	Kdelr2	Kdelr3	Klf4	Klf6	Laptm4a	Lgals1	Lox	Loxl2	Lrp1	Lsp1	Ltbp4	Lum	Maf	Maged1	Maged2	Map1lc3a	Map1lc3b	Marcks	Matn2	Mdk	Meg3	Mettl7a1	Mfap2	Mfap4	Mfap5	Mfge8	Mgp	Mif	Mir703	Mmp11	Mmp14	Mmp19	Mmp2	Mmp23	Morf4l2	Ms4a4d	Msrb2	Mxra8	Myl12a	Myl6	Myl9	Nbl1	Nedd4	Ngfr	Nme2	Npc2	Nppc	Ogn	Ost4	Oxct1	Oxtr	P2ry14	P4hb	Pamr1	Pdia3	Pdia6	Pgrmc1	Plk2	Plod2	Pltp	Pnp	Ppib	Ppic	Ppp1r15a	Prelp	Prkar1a	Prss23	Ptma	Pttg1ip	Rab6a	Raly	Ramp2	Ramp3	Rarres2	Rasd1	Rbp1	Rcn1	Rcn3	Rhob	Rhoc	Rnase4	Rpl10	Rpl10-ps3	Rpl10a-ps1	Rpl11	Rpl14-ps1	Rpl15	Rpl18-ps1	Rpl28-ps1	Rpl3-ps1	Rpl31-ps8	Rpl34-ps1	Rpl35	Rpl36a-ps2	Rpl37rt	Rpl39-ps	Rpl4	Rpl6l	Rpl9-ps6	Rplp0	Rps10-ps2	Rps13-ps2	Rps15a-ps6	Rps15a-ps7	Rps18	Rps18-ps5	Rps19-ps6	Rps21	Rps23-ps1	Rps25-ps1	Rps26-ps1	Rps27	Rps27rt	Rps3a2	Rps6	Rps6-ps4	Rrbp1	S100a16	Sar1a	Scd2	Scpep1	Scube1	Sdc1	Sdk1	Sec61a1	Sec61b	Sec61g	Selenof	Selenop	Selenos	Serf2	Serpine1	Serpinf1	Serping1	Serpinh1	Sgk1	Slc25a39	Snhg18	Sox4	Sparc	Sparcl1	Spcs1	Spon1	Spon2	Sptssa	Srm	Ssr3	Ssr4	Stmp1	Surf4	Swi5	Tceal8	Tcf21	Tcf4	Timp2	Tmed2	Tmed3	Tmem109	Tmem119	Tmem258	Tmsb10	Tnfaip6	Tnfrsf12a	Tpm4	Tppp3	Tpt1-ps3	Trabd2b	Tuba1a	Tubb2a	Tubb6	Txnip	Uba52	Ubb-ps	Ubc	Uqcrh	Vapa	Vat1	Vim	Vkorc1	Wdr89	Wipi1	Wnt5a	Yipf5	Ypel3	Zfas1	mt-Co1	mt-Nd3	mt-Nd5	mt-Rnr1	mt-Rnr2
ZHANG_UTERUS_C1_REGENERATIVE_UP	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C1_REGENERATIVE_UP	Aamp	Aars	Acot9	Acsl5	Actg1	Adh1	Adm	Adsl	Akr1b3	Aldh1a2	Aldh7a1	Anxa1	Anxa2	Anxa3	Anxa6	Ap2m1	Arcn1	Arpc1b	Atf3	Atp2c2	Atp6v1a	Azi2	Bace2	Baiap2	Bak1	Bcar3	Blnk	Bltp2	Brcc3	Btg2	Bud23	Cald1	Calu	Capg	Capn2	Capn5	Capza1	Car2	Cavin3	Cbr2	Ccl7	Ccn1	Ccnl1	Ccz1	Cd2ap	Cd63-ps	Cdc42ep3	Cdc42ep5	Cdkn1a	Ceacam1	Cfb	Clca1	Cldn23	Cldn4	Clint1	Cndp2	Cnksr1	Col1a1	Col1a2	Col6a1	Col6a4	Commd1	Cops2	Cr1l	Csrnp1	Ctnna1	Ctsc	Cttn	Cyfip1	Dalrd3	Ddit4	Ddit4l	Ddx47	Dhcr24	Dnajb4	Dnajc2	Dpp3	Dstn	Dusp1	Eef1a1	Eif3c	Eif4a1	Eif4a2	Eif4g2	Elf3	Elovl5	Emp1	Endod1	Eno1	Epcam	Errfi1	Ewsr1	F2rl1	F3	Fam107b	Fbl	Fbl-ps2	Fbln2	Fosb	Ftl1	Ftl1-ps1	Fuca1	G6pdx	Galnt3	Gbp4	Gcat	Ghitm	Gm10039	Gm10073	Gm10086	Gm10123	Gm10146	Gm10250	Gm11560	Gm11808	Gm12174	Gm12350	Gm13456	Gm13588	Gm13680	Gm14017	Gm15421	Gm15500	Gm15772	Gm16089	Gm16580	Gm21399	Gm3150	Gm3571	Gm3699	Gm3788	Gm4735	Gm5436	Gm5637	Gm5835	Gm5905	Gm6136	Gm6204	Gm6444	Gm6807	Gm7600	Gm7658	Gm7730	Gm8203	Gm8730	Gm8797	Gm9625	Gm9800	Gm9843	Gm9892	Golm1	Gpd1l	Gprc5a	Gpx1	Gspt1	Gsr	Gsta4	Gstp-ps	Hbegf	Hk2	Hmgcs1	Hmgn2	Hmox1	Hnrnpa1	Hnrnpa3	Hsp25-ps1	Hsp90b1	Hspa5	Ifrd1	Igfbp6	Igha	Impdh2	Itga6	Itgav	Itgb1	Jchain	Kcnk1	Khdrbs1	Klf4	Klf5	Klf6	Kpnb1	Krt18	Krt19	Krt7	Krt8	Ktn1	Lad1	Lamc2	Lgals1	Lgals3	Lin7c	Lmna	Lrrc59	Lum	Ly6a	Maff	Map2k3	Mboat2	Mdm2	Mfsd4a	Mgst3	Morf4l2	Mrps28	Msmo1	Muc20	Muc4	Mxd1	Ncbp2as2	Ncoa7	Ncstn	Net1	Nfkbia	Nfkbiz	Nip7	Nr4a1	Nras	Nrtn	Nutf2	Ogdh	Oxct1	P2ry14	Pabpc4	Padi2	Padi4	Pard6b	Pdcd6ip	Pdxdc1	Perp	Pgd	Pgk1	Phb	Phlda1	Pigk	Pim1	Pkp4	Plac8	Plaur	Plk2	Pmaip1	Ppp1r15a	Ppp4c	Prap1	Prxl2a	Psmd12	Ptger4	Qsox1	Rab11fip1	Rab32	Ramp3	Rap1b	Rarres2	Rcn3	Rexo2	Rnd3	Rnpep	Rpl14-ps1	Rpl18-ps1	Rpl3-ps1	Rpl34-ps1	Rpl37rt	Rpl38-ps2	Rpl6l	Rpl7-ps9	Rpl9-ps6	Rps10-ps2	Rps15-ps2	Rps15a-ps6	Rps18-ps3	Rps25-ps1	Rps26-ps1	Rps3a2	Rps6	Rps6-ps4	Rpsa-ps10	S100a6	Sat1	Sdf2	Serpina1e	Serpinb1a	Sf3b1	Sfn	Sgk1	Sgms2	Sh3glb1	Slc40a1	Slc44a4	Slu7	Smox	Snrpa1	Snx2	Snx4	Socs2	Spon2	Sprr1a	Sprr2a3	Sprr2g	Sptan1	Sptlc2	Sqstm1	Ssr3	Sulf2	Tacstd2	Tcim	Tfrc	Tgif1	Tgm2	Thbs1	Tinagl1	Tiparp	Tmbim1	Tmbim6	Tmed4	Tmed5	Tmem120a	Tmem248	Tmem50b	Tmem9b	Tmod3	Tmprss4	Tnfaip3	Tnfaip6	Tnpo1	Tram1	Trib1	Trim15	Trim25	Trip10	Tspan1	Tuba1a	Tubb2a	Txndc5	Txnrd1	Uap1	Uba5	Ubb-ps	Ube2d3	Ube2n	Vasp	Vcl	Vcp-rs	Vim	Wasl	Wdr1	Wdr77	Wsb1	Xpnpep1	Zfand5	Zyx
ZHANG_UTERUS_C2_REGENERATIVE_UP	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C2_REGENERATIVE_UP	Aldh1a1	Ap1s3	Arg2	Atp5j	Atpif1	BC048679	Cdo1	Chchd10	Cldn10	Clu	Cox6c	Dut	Echdc2	Eef1b2	Egfl6	Gas6	Gpx2	Gstm1	Gstm2	Gstm5	Gstm7	Hint1	Iah1	Id2	Id3	Ifitm1	Ifitm3	Igfbp7	Ivns1abp	Kctd14	Krtcap2	Lamp2	Lbp	Ldhb	Ltf	Mgp	Mgst1	Mif	Mmp7	Msx1	Mt1	Mt2	Pcna	Pigr	Plekhs1	Prdx6	Rbp1	Rn7sk	Rpl11	Rpl14	Rpl18	Rpl18a	Rpl26	Rpl32	Rpl34	Rpl36a	Rpl37a	Rpl38	Rpl39	Rplp1	Rps12	Rps15a	Rps21	Rps24	Rps26	Rps27	Rps28	Rps29	Rps5	Rps7	Rps9	S100g	Sbspon	Serpinb11	Siva1	Sox17	Stmn1	Stx18	Sult1d1	Tceal9	Tgfbi	Tmem176a	Tmem176b	Tpt1	Trmt112	mt-Cytb	mt-Nd1	mt-Nd4	mt-Rnr1	mt-Rnr2
ZHANG_UTERUS_C2_SECRETORY_STROMAL3_RAMP3_HIGH_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C2_SECRETORY_STROMAL3_RAMP3_HIGH_CELL	2310022B05Rik	A2m	Ackr3	Adprh	Aldh1a2	Aldoa	Anxa1	Anxa2	Anxa3	Anxa5	Arf4	Arl4c	Atp6v0d1	Atp8a1	Axl	Bst2	Btg1	Cald1	Calu	Cavin3	Ccl11	Ccl7	Ccn1	Cd164	Cd248	Cd34	Cd63-ps	Cd81	Cdh11	Ckap4	Ckb	Col15a1	Col1a1	Col1a2	Col3a1	Col5a1	Col5a2	Col6a1	Col6a2	Col6a3	Col6a4	Cope	Crispld2	Cryab	Cstb	Cyb5a	Dap	Dbi	Dcn	Ddit4l	Ddost	Des	Dio2	Dnajb1	Dstn	Dusp1	Ebf1	Ech1	Eef1a1	Eef1g	Egr1	Eif4a2	Eln	Emb	Errfi1	Fbln2	Fbn1	Fn1	Fos	Fosb	Fstl1	Ftl1-ps1	Gadd45g	Gapdh	Gas5	Gas6	Ggt5	Gja1	Gm10073	Gm10076	Gm10177	Gm10288	Gm10736	Gm11478	Gm11808	Gm12174	Gm12481	Gm13436	Gm13588	Gm14165	Gm14303	Gm14586	Gm15427	Gm15500	Gm15772	Gm2000	Gm3511	Gm4149	Gm4366	Gm5586	Gm5805	Gm5835	Gm5905	Gm6136	Gm6204	Gm6863	Gm7536	Gm7600	Gm7808	Gm8730	Gm8797	Gm9385	Gm9794	Gm9843	Gng12	Gpx4	Gpx8	Gsn	Gstp1	Hdlbp	Herpud1	Hsd11b2	Hspa1a	Hspa1b	Hspa5	Htra1	Ier2	Ift20	Igf1	Igfbp5	Igfbp6	Ilk	Inhbb	Jun	Kdelr2	Kdelr3	Klf4	Klf6	Laptm4a	Lgals1	Lox	Loxl2	Lrp1	Ltbp4	Maged1	Maged2	Map1lc3a	Meg3	Mettl7a1	Mfap5	Mfge8	Mir703	Mmp19	Mmp23	Morf4l2	Msrb2	Mxra8	Myl12a	Myl6	Nedd4	Ngfr	Nme2	Nppc	Ogn	Ost4	Oxtr	P2ry14	P4hb	Pdia3	Pdia6	Pgrmc1	Plk2	Plod2	Pnp	Ppib	Ppic	Ppp1r15a	Prkar1a	Prss23	Pttg1ip	Rab6a	Raly	Ramp2	Ramp3	Rasd1	Rcn1	Rcn3	Rhob	Rhoc	Rpl10	Rpl10-ps3	Rpl10a-ps1	Rpl14-ps1	Rpl15	Rpl18-ps1	Rpl28-ps1	Rpl3-ps1	Rpl31-ps8	Rpl34-ps1	Rpl35	Rpl36a-ps2	Rpl37rt	Rpl39-ps	Rpl4	Rpl6l	Rpl9-ps6	Rplp0	Rps10-ps2	Rps13-ps2	Rps15a-ps6	Rps15a-ps7	Rps18	Rps18-ps5	Rps19-ps6	Rps23-ps1	Rps25-ps1	Rps26-ps1	Rps27rt	Rps3a2	Rps6	Rps6-ps4	Rrbp1	S100a16	Sar1a	Scd2	Scube1	Sdc1	Sdk1	Sec61a1	Sec61b	Sec61g	Selenof	Selenos	Serf2	Serpine1	Serpinf1	Serpinh1	Sgk1	Slc25a39	Snhg18	Sparc	Spcs1	Spon1	Spon2	Sptssa	Srm	Ssr3	Ssr4	Surf4	Swi5	Tceal8	Tcf4	Tmed2	Tmed3	Tmem109	Tmem119	Tmem258	Tmsb10	Tnfaip6	Tnfrsf12a	Tpm4	Tppp3	Tpt1-ps3	Trabd2b	Tuba1a	Tubb2a	Tubb6	Uba52	Ubb-ps	Ubc	Vapa	Vim	Vkorc1	Wdr89	Wipi1	Wnt5a	Yipf5	mt-Co1	mt-Nd3	mt-Nd5
ZHANG_UTERUS_C3_PROLIFERATIVE_STROMAL1_STROCXCL14_HIGH_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C3_PROLIFERATIVE_STROMAL1_STROCXCL14_HIGH_CELL	Actb	Aprt	B2m	Cd63	Cdk4	Cdkn1c	Cfh	Chchd10	Cmtm3	Cnpy2	Cox4i1	Cox6b1	Cox6c	Cox7c	Cpe	Ctla2a	Ctsl	Cxcl14	Dio2	Fn1	Gpx3	Hes1	Hoxa10	Id3	Igfbp4	Igfbp7	Lgals1	Lsp1	Malat1	Marcks	Mdk	Mfap2	Micos10	Mif	Mmp11	Mmp14	Mmp2	Myl9	Mylk	Nbl1	Ndufb9	Npc2	Nupr1	Osr2	Plac8	Pltp	Ptma	Ptms	Rarres2	Rbp1	Rnase4	Rpl11	Rpl18	Rpl26	Rpl30	Rpl34	Rpl38	Rpl39	Rplp1	Rps17	Rps21	Rps26	Rps27	Rps27l	Rps28	Sox4	Sparcl1	Timp2	Tmem256	Tpt1	Tsc22d1	Zbtb20	mt-Cytb	mt-Nd1	mt-Nd2	mt-Nd4	mt-Rnr1	mt-Rnr2
ZHANG_UTERUS_C4_MYOFIBROBLAST	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C4_MYOFIBROBLAST	1700086L19Rik	2310022B05Rik	9530068E07Rik	Aamp	Acaa2	Ackr3	Adamts1	Adamts2	Adamts4	Adh1	Adm	Akr1c14	Ampd3	Anxa1	Anxa2	Anxa3	Anxa6	Ap2m1	Arf4	Arl1	Arl6ip5	Atf3	Atf5	Atp5l	Azin1	B4galt5	Bhlhe40	Btg1	Btg2	Bzw2	C1qtnf6	C1ra	C3	Calu	Carhsp1	Cavin3	Ccl2	Ccl7	Ccn1	Ccnl1	Cd248	Cd302	Cd34	Cd44	Cd55	Cd63-ps	Cdkn1a	Ckap4	Clec3b	Cnn3	Cnot8	Col14a1	Col15a1	Col16a1	Col1a1	Col1a2	Col3a1	Col4a1	Col5a1	Col5a2	Col5a3	Col6a1	Col6a2	Col6a3	Col6a4	Copb1	Copb2	Copg1	Copz2	Crtap	Cryab	Csf1	Csrnp1	Csrp2	Ctsk	Cttn	Cxcl1	Cxcl10	Cxcl16	Dbi	Dcbld2	Dcn	Ddit4l	Ddost	Dnajb1	Dnajb4	Dpt	Ecm1	Eef1a1	Eef1g	Efemp1	Egr1	Ehd2	Eif1a	Eif4e	Eif4ebp1	Emp1	Erh	Erp44	Errfi1	Etfa	Ezr	Fbn1	Fermt2	Fgl2	Fkbp10	Fkbp7	Fkbp9	Flnc	Flrt2	Fn1	Fos	Fosb	Foxo1	Frmd6	Fstl1	Ftl1-ps1	Gadd45g	Gapdh	Gas6	Gem	Gfpt2	Gja1	Gm10073	Gm10076	Gm10123	Gm10132	Gm10177	Gm10250	Gm10275	Gm10736	Gm11478	Gm12338	Gm12481	Gm13436	Gm13588	Gm14303	Gm14586	Gm15421	Gm15427	Gm15772	Gm2000	Gm3788	Gm4366	Gm5526	Gm5586	Gm5805	Gm5835	Gm5905	Gm6136	Gm6204	Gm6863	Gm7536	Gm8355	Gm8730	Gm8797	Gm9385	Gna13	Gnas	Gng12	Gpx7	Gpx8	Grcc10	Gsn	Gstm2	Gstm5	Gstp-ps	Gstp1	Has1	Hdac1	Hdlbp	Hk2	Hmgn1	Hmgn2	Hmox1	Hpgd	Hspa5	Hspb8	Hsph1	Icam1	Ifi204	Ifi205	Ifrd1	Ift20	Igf1	Igfbp6	Il4ra	Il6st	Inhbb	Ist1	Itga5	Itgb1	Jak1	Kdelr2	Klf4	Klf6	Lamb1	Lgals1	Limd1	Lmna	Lox	Loxl1	Loxl2	Ltbp4	Lum	Ly6a	Ly6c1	Maff	Maged1	Maged2	Mapre1	Matn2	Mdm2	Meg3	Mesd	Mmp19	Mmp23	Morf4l2	Msrb2	Mt1	Mt2	Mxra8	Myadm	Myc	Myl6	Nab2	Nenf	Nfkb1	Nfkbia	Ngfr	Nme2	Nop58	Nppc	Nr4a1	Nr4a2	Nrp1	Nucb1	Oaf	Oat	Oaz1-ps	Ogn	Olfml3	Ost4	Oxtr	P4ha1	P4ha2	P4hb	Pcolce	Pdia3	Pdia6	Pdpn	Pgr	Pi15	Pim1	Plat	Plk2	Plod2	Plpp3	Pmp22	Pnp	Pnrc1	Pofut2	Postn	Ppib	Ppic	Ppp1r15a	Ppp1r2	Prdx4	Prnp	Prss23	Ptgis	Ptpn5	Ptprs	Pttg1ip	Rab1a	Raly	Ran	Rasd1	Rassf8	Rbbp7	Rbm3	Rcn1	Rcn3	Rhoc	Rn18s-rs5	Rnf19a	Rpl10-ps3	Rpl10a-ps1	Rpl14-ps1	Rpl15	Rpl18-ps1	Rpl18-ps2	Rpl19-ps11	Rpl22l1	Rpl28-ps1	Rpl3-ps1	Rpl31-ps8	Rpl35	Rpl37rt	Rpl38-ps2	Rpl39-ps	Rpl9-ps6	Rpn1	Rpn2	Rps10-ps2	Rps13-ps2	Rps15a-ps6	Rps15a-ps7	Rps18-ps3	Rps18-ps5	Rps19-ps6	Rps23-ps1	Rps25-ps1	Rps26-ps1	Rps27a-ps3	Rps27rt	Rps3a2	Rps6	Rps6-ps4	Rps7-ps3	Rpsa-ps10	S100a1	S100a10	S100a11	S100a16	S100a6	Sap18	Sar1a	Sdc4	Sec13	Sec22b	Sec24d	Sec61g	Selenom	Selenos	Serf2	Serpinb6a	Serpine1	Serpinf1	Serpinh1	Sfrp4	Sgce	Sgk1	Slc16a2	Slc25a39	Slc25a4	Smim7	Snhg18	Socs1	Socs2	Socs3	Sparc	Sphk1	Spon1	Spon2	Sqstm1	Srm	Ssr2	Ssr3	Ssr4	St3gal5	Stt3a	Surf4	Swi5	Tax1bp1	Tceal8	Tcf21	Tgfb2	Tgfbr2	Tgoln1	Thbs1	Tiparp	Tlnrd1	Tmed3	Tmem167	Tmem45a	Tnfaip6	Tnfrsf12a	Tnfsf9	Tpm1	Tpm2	Tpm4	Tpt1-ps3	Trabd2b	Trib1	Tspan3	Tspo	Tuba1a	Tubb2a	Tubb6	Txndc5	Uap1	Uba52	Ubb	Ubb-ps	Ubc	Ufc1	Ugdh	Ugp2	Umps	Uqcc2	Vapa	Vcam1	Vcan	Vegfd	Vim	Vkorc1	Wdr89	Wsb1	Yipf5	Zfp36l1
ZHANG_UTERUS_C5_MACROPHAGE	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C5_MACROPHAGE	Actb	Actr3	Adgre1	Aif1	Akr1a1	Alox5ap	Apoe	Arhgdia	Arpc1b	Arpc2	Asah1	Atf3	Atp6ap2	B2m	Bcl2a1b	Blvrb	C1qa	C1qb	C1qc	C3ar1	Calm1	Capza2	Ccl12	Ccl2	Ccl3	Ccl4	Ccl6	Ccl7	Ccl8	Ccl9	Ccrl2	Cd14	Cd52	Cd53	Cd68	Cd74	Cd83	Cdkn1a	Cfl1	Cfp	Clec12a	Clta	Coro1a	Cotl1	Creg1	Csf1r	Cst3	Cstb	Ctsa	Ctsb	Ctsc	Ctsd	Ctsh	Ctss	Ctsz	Cxcl16	Cxcl2	Cyba	Cybb	Dab2	Dazap2	Ehd4	Fcer1g	Fcgr1	Fcgr2b	Fcgr3	Fcrls	Fth1	Ftl1	Gm6377	Gnai2	Grn	H2-Aa	H2-Ab1	H2-D1	H2-DMa	H2-DMb1	H2-Eb1	H2-K1	H3f3b	Hexa	Hexb	Hmox1	Hspa1a	Id2	Ier3	Ier5	Ifi27l2a	Ifi30	Ighm	Il1b	Il1rn	Itm2b	Kctd12	Klf2	Klf6	Lamp1	Laptm5	Lcp1	Lgals3	Lgals3bp	Lgmn	Lilrb4a	Lilrb4b	Lipa	Lpl	Lst1	Ly6e	Ly86	Lyz2	M6pr	Mafb	Marcks	Mcl1	Mpeg1	Mrc1	Ms4a6b	Ms4a6c	Ms4a6d	Ms4a7	Nfkbiz	Ninj1	Npc2	Pf4	Pfn1	Pld4	Plek	Plin2	Pltp	Psap	Psmb8	Ptpn18	Rab7b	Rac2	Rap1b	Rgs1	Rgs10	Rgs2	Rhob	Rnaset2a	Rps29	Sat1	Sdc3	Sdcbp	Selenop	Serinc3	Sh3bgrl3	Sirpa	Snx2	Snx5	Spi1	Stab1	Tlr2	Tmem176a	Tmem176b	Tmsb4x	Tpd52	Trem2	Trf	Tyrobp	Ucp2	Unc93b1	Vamp8	Wfdc17	Zfp36
ZHANG_UTERUS_C6_ENDOTHELIAL_PLVAP_HIGH_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C6_ENDOTHELIAL_PLVAP_HIGH_CELL	Abcg2	Actn4	Adamts1	Adgrf5	Aopep	Aqp1	Arl4a	Atf3	Atp1b3	B2m	Calm1	Cav1	Cd200	Cd9	Cd93	Cdh5	Cebpd	Clec2d	Clic1	Clu	Crip2	Ctla2a	Cyb5r3	Ddit4	Dusp2	Dynll1	Ecscr	Egfl7	Ehd4	Elk3	Emcn	Eng	Epas1	Esam	Fam110d	Fkbp1a	Flt1	Fxyd5	Gimap6	Gnai2	Gng11	H2-D1	H2-K1	H2-Q7	Hes1	Hsp25-ps1	Hsp90aa1	Hsp90ab1	Hspa1a	Hspa1b	Hspa8	Hspb1	Icam1	Id1	Id3	Ier3	Ifitm3	Igfbp7	Iigp1	Irf1	Junb	Kdr	Klf2	Lrg1	Ly6a	Ly6c1	Ly6e	Mmrn2	Msn	Nfkbia	Nfkbiz	Nherf2	Pdlim1	Pecam1	Pim3	Plpp1	Plpp3	Pltp	Plvap	Podxl	Psmb8	Ptma	Ptms	Ptprb	Rab11a	Ramp2	Rasip1	Rgs16	Rn7sk	Rpl11	Rpl18	Rpl26	Rpl30	Rpl36a	Rpl38	Rps12	Rps20	Rps21	Rps24	Rps27	Rps29	Rps3	Rps7	S100a13	S100a16	Sbno2	Scarb1	Selp	Serinc3	Slfn5	Snx3	Socs2	Socs3	Son	Sparcl1	Sptbn1	Tagln2	Tgm2	Thbd	Timp3	Tm4sf1	Tmem176a	Tmem176b	Tmem252	Tmem88	Tmsb4x	Tsc22d1	Tshz2	Tspan13	Vim	Zfp36	mt-Rnr1	mt-Rnr2
ZHANG_UTERUS_C7_EPITHELIAL2_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C7_EPITHELIAL2_CELL	1110004F10Rik	1810037I17Rik	2200002D01Rik	Abcf1	Abracl	Acp1	Acsl5	Actg1	Actn4	Actr2	Adrm1	Adss	Ahsa1	Ak2	Alcam	Aldoa	Alpl	Anp32b	Anpep	Anxa1	Anxa2	Anxa4	Anxa7	Ap1m2	Ap1s1	Ap2b1	Ap2m1	Ap2s1	Ap3s1	Apex1	Aqp5	Arf1	Armc10	Arpc1b	Arpc2	Arpc4	Arpc5	Arpp19	Asah1	Ass1	Atp1a1	Atp1b3	Atp2c2	Atp5a1	Atp5b	Atp5c1	Atp5d	Atp5e	Atp5g1	Atp5g2	Atp5g3	Atp5j	Atp5j2	Atp5k	Atp5l	Atp5l2-ps	Atp5md	Atp5mpl	Atp5o	Atp5pb	Atp6v1a	Avpi1	Bace2	Bak1	Banf1	Bbln	Bcap31	Bcat1	Bccip	Birc5	Bmyc	Brix1	Btf3	Btf3-ps1	Bzw1	Bzw2	C1qbp	C3	Cacybp	Calm3	Calr	Canx	Capg	Car12	Car2	Cbr2	Cbx1	Ccdc12	Ccdc124	Ccdc34	Ccnb2	Ccnd1	Cct2	Cct3	Cct5	Cct6a	Cct7	Cct8	Cd24a	Cd2ap	Cd9	Cdc37	Cdc42ep5	Cdc42se1	Cdca3	Cdh1	Ceacam1	Cenpa	Cenpw	Cfap298	Cfb	Chchd1	Chchd2	Chka	Chmp2b	Ciao2a	Cib1	Cisd1	Ckmt1	Cks1b	Clca1	Cldn23	Cldn3	Cldn4	Cldn7	Clic1	Clint1	Clptm1l	Cmpk1	Cnbp	Cndp2	Coa3	Commd1	Commd2	Cops4	Cops5	Cox14	Cox5a	Cox5b	Cox5b-ps	Cox6b1	Cox6c2	Cox7a2	Cox7b	Cox7c	Cox8a	Crb3	Creld2	Crip1	Cs	Csnk2b	Ctnna1	Ctnnb1	Cttn	Cxcl17	Cyb5b	Cyba	Cyc1	Cycs	Cyp51	Cystm1	Dazap1	Dbi	Dctpp1	Dcxr	Ddost	Ddx1	Ddx39a	Ddx39b	Denr	Dhcr24	Dnajb11	Dnajc15	Dnajc2	Dpy30	Dstn	Dtymk	Dut	Dynll1	Ebna1bp2	Ebp	Eef1d	Eef1g	Eif1a	Eif2s1	Eif2s2	Eif3b	Eif3c	Eif3g	Eif3i	Eif4a-ps4	Eif4a1	Eif4a2	Eif4e2	Eif4g1	Eif5a	Eif6	Elavl1	Elf3	Eloc	Elof1	Elovl5	Emc6	Emd	Emg1	Eno1	Enpp3	Eny2	Epcam	Eprs	Erh	Errfi1	Etfa	Ets2	Ewsr1	Ezr	F11r	F2rl1	F3	Fads2b	Fam107b	Fam20c	Fam3c	Fam3d	Farsb	Fbl	Fbl-ps2	Fcf1	Fdps	Fermt1	Fkbp11	Fkbp2	Fkbp4	Fmc1	Fuca1	Fuca2	Fuom	Fut2	Fxyd3	Fxyd4	G3bp1	G6pdx	Gadd45a	Gadd45gip1	Gale	Gapdh	Gar1	Gars	Gclm	Gcsh	Gipc1	Gjb2	Gltp	Gm10036	Gm10039	Gm10076	Gm10086	Gm10123	Gm10131	Gm10132	Gm10146	Gm10177	Gm10221	Gm10250	Gm10269	Gm10275	Gm10288	Gm10736	Gm11249	Gm11478	Gm11539	Gm11687	Gm11808	Gm12174	Gm12191	Gm12338	Gm12350	Gm12918	Gm13436	Gm13461	Gm13611	Gm13680	Gm13835	Gm14165	Gm14303	Gm14539	Gm14586	Gm15421	Gm15459	Gm15500	Gm15501	Gm15772	Gm16089	Gm2000	Gm21399	Gm3150	Gm3375	Gm3699	Gm3788	Gm4332	Gm4366	Gm5436	Gm5561	Gm5586	Gm5805	Gm5905	Gm6061	Gm6136	Gm6169	Gm6204	Gm6394	Gm6807	Gm6863	Gm7536	Gm7600	Gm7730	Gm7808	Gm8186	Gm8203	Gm8355	Gm8451	Gm8730	Gm9294	Gm9385	Gm9493	Gm9790	Gm9794	Gm9800	Gm9843	Gm9892	Gmds	Gnb2	Gng12	Gng5	Golm1	Golph3	Gprc5a	Gpx1	Grpel1	Gspt1	Gsr	Gsta4	Gsto1	Gtf2f2	Gtf3c6	H2ax	H2az1	H2bc4	H3f3a	Hbegf	Hddc2	Hdgf	Higd1a	Hmgb1	Hmgb2	Hmgn2	Hnrnpa1	Hnrnpa2b1	Hnrnpa3	Hnrnpab	Hnrnpc	Hnrnpf	Hnrnpk	Hnrnpm	Hnrnpu	Hprt	Hsd17b12	Hsp90ab1	Hsp90b1	Hspa4	Hspa9	Hspd1	Hspe1	Idh3a	Idh3b	Ier3	Ifitm1	Impdh2	Ipo5	Itga6	Jpt1	Jup	Kcnk1	Kif5b	Klf6	Krt18	Krt19	Krt7	Krt8	Krtcap3	Lad1	Lamc2	Lap3	Las1l	Lcn2	Ldha	Llph	Lman2	Lrrc59	Lsm2	Lsm3	Lsm4	Lsm5	Lsm6	Lsm7	Lsm8	Lsr	Ltf	Ly6a	Lyar	M6pr	Macroh2a1	Mad2l1	Magoh	Mall	Manf	Mdh1	Mdh2	Metap2	Mfsd4a	Mgst3	Mif-ps4	Mpc2	Mrpl11	Mrpl12	Mrpl13	Mrpl15	Mrpl17	Mrpl18	Mrpl20	Mrpl21	Mrpl28	Mrpl30	Mrpl36	Mrpl42	Mrpl46	Mrpl51	Mrpl52	Mrpl57	Mrps14	Mrps15	Mrps16	Mrps18a	Mrps18c	Mrps21	Mrps25	Mrps33	Mrps34	Mrps6	Mrps7	Mrto4	Msmo1	Msx1	Mtch2	Mtln	Mtx2	Muc1	Muc20	Muc4	Mycbp	Mydgf	Myl12b	Naa10	Naa50	Naaa	Naca	Nap1l1	Nars	Naxd	Ncl	Ncoa7	Ncstn	Ndufa11	Ndufa12	Ndufa12-ps	Ndufa13	Ndufa3	Ndufa4	Ndufa5	Ndufa6	Ndufa9	Ndufab1	Ndufb2	Ndufb3	Ndufb4	Ndufb6	Ndufb7	Ndufb8	Ndufc1	Ndufc2	Ndufs4	Ndufs5	Ndufs5-ps	Ndufs6	Ndufv2	Net1	Nfu1	Nhp2	Nme1	Nme2	Nmt1	Nol7	Nono	Nop10	Nop58	Npm1	Npm3	Nrtn	Nsmce1	Nsun2	Nudc	Nudcd2	Nudt21	Oaz1-ps	Ormdl2	Ostc	Ostf1	Pa2g4	Padi1	Padi2	Padi4	Pak1ip1	Park7	Pclaf	Pdcd6	Pdcd6ip	Pdia3	Pdia4	Pdia6	Pdzk1ip1	Pebp1	Pepd	Perp	Pfdn1	Pfdn2	Pfdn4	Pfdn6	Pfn1	Pgd	Pgk1	Pglyrp1	Phb	Phb2	Phlda1	Pigt	Pigyl	Pkm	Plaur	Plet1	Plp2	Plpp2	Pls3	Plscr1	Plxnb2	Pno1	Polr1d	Polr2f	Polr2j	Polr2k	Polr2l	Polr3k	Pomp	Pop5	Por	Ppa1	Ppia	Ppih	Ppil1	Ppm1g	Ppp1ca	Ppp1r14b	Ppp4c	Prap1	Prdx1	Prdx3	Prdx5	Prelid1	Prelid3b	Prkab1	Prmt1	Prom1	Prr13	Prxl2a	Psat1	Psenen	Psenen-ps	Psma1	Psma2	Psma3	Psma4	Psma5	Psma6	Psma7	Psmb2	Psmb3	Psmb5	Psmb6	Psmb7	Psmc1	Psmc3	Psmc4	Psmc5	Psmd1	Psmd11	Psmd12	Psmd13	Psmd14	Psmd2	Psmd3	Psme2	Psme2b	Psme3	Ptbp1	Ptges3	Ptma	Puf60	Pycard	Pycr2	Qsox1	R3hdm4	Rab11a	Rab25	Rab32	Rab5if	Rack1	Rad23b	Rala	Ralbp1	Ran	Ranbp1	Rbbp7	Rbis	Rbm3	Reep5	Rer1	Rfk	Rheb	Rn18s-rs5	Rnaset2a	Rnaset2b	Rnf128	Rnf7	Rnpep	Rpa3	Rpf1	Rpl13a	Rpl14-ps1	Rpl15	Rpl17-ps10	Rpl18-ps2	Rpl19	Rpl19-ps11	Rpl22l1	Rpl27	Rpl27a	Rpl28-ps1	Rpl29	Rpl3-ps1	Rpl31-ps8	Rpl34-ps1	Rpl35	Rpl35a	Rpl35a-ps2	Rpl36-ps2	Rpl36al	Rpl37rt	Rpl38-ps2	Rpl5	Rpl6	Rpl6l	Rpl7	Rpl7-ps7	Rpl7-ps9	Rpl7a	Rpl7l1	Rpl8	Rpl9-ps6	Rpn1	Rpn2	Rps10	Rps10-ps1	Rps10-ps2	Rps11	Rps11-ps1	Rps13-ps2	Rps15-ps2	Rps16-ps2	Rps17	Rps18-ps3	Rps18-ps5	Rps2	Rps23-ps1	Rps24-ps3	Rps25-ps1	Rps26-ps1	Rps27a-ps3	Rps27l	Rps3a2	Rps6	Rps6-ps3	Rps6-ps4	Rps7-ps3	Rps8	Rpsa-ps10	Rrm1	Rtn4	Ruvbl2	S100a10	S100a11	S100g	Sae1	Samm50	Sap18	Sap18b	Sat1	Sdf2l1	Sdhd	Sec11c	Sec13	Sec61g	Selenoh	Selenot	Sem1	Serbp1	Serinc2	Serp1	Serpina1e	Serpinb1a	Set	Sfn	Sftpd	Sfxn1	Sgms2	Skp1	Slc1a5	Slc25a5	Slc39a4	Slc40a1	Slc44a4	Smarca4	Smdt1	Smim22	Smox	Snhg3	Snrpa	Snrpa1	Snrpd1	Snrpd2	Snrpd3	Snrpe	Snrpf	Snrpg	Snx5	Snx7	Spc24	Spcs2	Spink12	Spint2	Spp1	Sprr1a	Sprr2a3	Sprr2f	Sprr2g	Srp9	Srsf1	Srsf3	Ssr4	Ssu72	St13	St14	Sting1	Stip1	Stoml2	Strap	Suclg1	Sumo1	Sumo3	Syngr2	Sypl	Tacstd2	Tagln2	Taldo1	Tbca	Tcim	Tcp1	Tex2	Tgm2	Thyn1	Timm13	Timm17a	Timm23	Timm50	Timm8b	Tkt	Tm9sf2	Tma7	Tmbim1	Tmbim6	Tmc4	Tmed10	Tmem14c	Tmem176a	Tmem208	Tmem213	Tmem238	Tmem45b	Tmod3	Tmprss4	Tomm22	Tomm40	Tomm5	Tomm7	Tonsl	Tpd52	Tpd52l1	Tpi1	Tpm3	Tpt1-ps3	Trim15	Trir	Tsg101	Tspan1	Tspan8	Tspo	Tuba1b	Tuba1c	Tuba4a	Tubb4b	Txn1	Txnl1	Txnl4a	Txnrd1	Tyms	U2af1	Uap1	Uba52	Ube2a	Ube2c	Ube2e1	Ube2l3	Ube2n	Ubl3	Ubl4a	Ubl5	Ubqln1	Uchl3	Uchl5	Uqcc2	Uqcr10	Uqcr11	Uqcrb	Uqcrc1	Uqcrc2	Uqcrfs1	Uqcrq	Urah	Usp50	Vamp8	Vars	Vcp	Vdac1	Vdac2	Vmp1	Wdr1	Wdr18	Wdr89	Wfdc2	Xpnpep1	Ybx1	Ybx3	Yrdc	Ythdc1	Ywhae	Ywhah	Ywhaz	Zc3h15	Zfand5	Zfp706	mt-Co1	mt-Cytb	mt-Nd1	mt-Nd3
ZHANG_UTERUS_C8_NK_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C8_NK_CELL	AW112010	Actg1	Actr3	Anxa2	Arhgdib	Arpc1b	Arpc2	Arpc3	Arpc5	B2m	Bcl2l11	Bhlhe40	Bin2	Calm1	Calm2	Car2	Ccl4	Ccl5	Ccr2	Cd2	Cd47	Cd52	Cd53	Cd7	Cenpa	Cfl1	Clic1	Cmtm7	Cnbp	Coro1a	Cotl1	Crem	Crip1	Ctsw	Cyba	Cyrib	Ddx5	Dennd4a	Dgat1	Dusp5	Eef1a1	Eif1	Ets1	Evl	Fam107b	Fasl	Fcer1g	Fosl2	Fxyd5	Gimap4	Gimap6	Gm10736	Gm11478	Gm13436	Gm13588	Gm14303	Gm15427	Gm2000	Gm3788	Gm9843	Gmfg	Gpi1	Gpr132	Gzmb	H2-D1	H2-K1	H2-Q6	H2-Q7	H3f3b	Hcst	Hilpda	Hmgb2	Hnrnpf	Id2	Ifngr1	Il2rb	Il2rg	Irf8	Isy1	Jak1	Klra13-ps	Klra4	Klra7	Klra8	Klrd1	Klre1	Klri2	Klrk1	Laptm5	Lck	Lcp1	Litaf	Ly6e	Mbnl1	Mdh1	Ms4a4b	Nkg7	Nop53	Nr4a2	Oaz1	Ostf1	Pabpc1	Pfn1	Ppia	Ppp1ca	Prdx6	Psmb8	Psme2	Ptpn18	Ptpn22	Ptprc	Ptprcap	Rac2	Rbm3	Rgs1	Rgs2	Rnaset2a	Rnaset2b	Rpl13	Rpl13a	Rpl18a	Rpl23a	Rpl27a	Rpl3	Rpl3-ps1	Rpl32	Rpl35	Rpl36	Rpl37rt	Rpl4	Rps11	Rps11-ps1	Rps13	Rps13-ps2	Rps15a	Rps15a-ps6	Rps16	Rps16-ps2	Rps18	Rps18-ps5	Rps23	Rps23-ps1	Rps27rt	Rps3	Rps6	Rps6-ps4	Rpsa	S100a10	Saraf	Sec11c	Selplg	Serinc3	Serpinb6b	Serpinb9	Sh2d2a	Sh3bgrl3	Shisa5	Sp100	Spp1	Srgn	Srsf5	Stat3	Stk17b	Sub1	Sumo1	Supt4a	Thy1	Tiprl	Tmed5	Tmsb10	Tmsb4x	Tnfaip3	Tnfrsf9	Trbc1	Tyrobp	Uba52	Ubald2	Vps37b	Xcl1	Zfp36l2
ZHANG_UTERUS_C9_DENDRITIC_CELL	https://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/ZHANG_UTERUS_C9_DENDRITIC_CELL	Actb	Actg1	Alox5ap	Arhgdib	Arpc1b	Arpc2	Arpc3	Arpc5	Atox1	B2m	Bcl2a1b	Bcl2a1d	Bhlhe40	Calm1	Ccl3	Ccl4	Ccl6	Cd209a	Cd52	Cd53	Cd74	Cd83	Cdkn1a	Cfl1	Clec7a	Coro1a	Cotl1	Crip1	Cst3	Ctsc	Ctss	Ctsz	Cxcl16	Cyba	Cytip	Fau	Fcer1g	Fth1	Fxyd5	Gm2a	Gpr132	H2-Aa	H2-Ab1	H2-D1	H2-DMa	H2-DMb1	H2-Eb1	H2-K1	H2az1	Ifi30	Ifitm3	Il1b	Il1r2	Laptm5	Lcp1	Lgals3	Lgmn	Lilrb4b	Lmnb1	Lsp1	Mcl1	Mpeg1	Ms4a4c	Ms4a6c	Napsa	Nr4a3	Picalm	Pim1	Plbd1	Plek	Psap	Psmb8	Psme1	Rac2	Rgs1	Rgs2	Rilpl2	Rpl18a	Rps11	Rps29	Sh3bgrl3	Spi1	Srgn	Sub1	Syngr2	Tagln2	Taldo1	Tmsb4x	Tspo	Tyrobp	Ucp2	Unc93b1	Wfdc17	Zfp36