DESCARTES_ORGANOGENESIS_NOTOCHORD_CELLS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_NOTOCHORD_CELLS Rp1 Gm973 Gm29346 Klhdc8a Ralgps2 Ccdc3 Sp5 Pdyn 9030622O22Rik Foxa2 Tox2 Hey1 Iqcj Iqschfp Schip1 Ppm1l Dchs2 Erich3 Gm15578 E130308A19Rik Gm12724 Ephb2 Cptp Shh 9530036O11Rik Ablim2 4930518C09Rik Corin Gm13832 A930005G22Rik Halr1 Adcyap1r1 Gm38839 Tacr1 Gm36640 Dbx1 P4ha3 Spon1 Syt17 Adgra1 Kbtbd11 5830408C22Rik Apela Psd3 Jhy Dipk2a Gm20139 Smpdl3a Gm12296 Ntn1 Efnb3 5530401A14Rik Ankfn1 Metrnl Stxbp6 Gm16246 Foxa1 Ttc6 Gcnt2 Adamts16 9330111N05Rik Adgrv1 Crhbp Lrtm1 Lgi3 Fgf14 Nrbp2 Nudt16l1 Shisa9 Efcab1 Nectin3 Eva1c Sim2 Gm1604b Baiap3 Galr1 Slit1 Gdpd2 DESCARTES_ORGANOGENESIS_ENDOTHELIAL_CELLS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_ENDOTHELIAL_CELLS Sox17 Prex2 Fam124b Bcl2 D630008O14Rik Ralb Colgalt2 F11r Ifi203-ps Itpkb C130074G19Rik Cd34 Gm16897 9630010A21Rik 8030442B05Rik Gm13387 Egfl7 Adamtsl2 Pkn3 Eng Gm26236 Sh2d3c Niban2 Nmi Calcrl Tfpi Aplnr Prr5l Dll4 Dusp2 Mall Pcsk2os2 Cd93 Ccm2l Ppp1r16b Cd40 Sox18 Trpc3 Foxo1 Tm4sf1 Pear1 Efna1 Adam15 She Npr1 S100a16 BC028528 Gja5 4930573H18Rik S1pr1 Arhgap29 Gm30648 Emcn Adh6b Clca2 Adgrl4 Car8 Ddx58 Gm12426 Col15a1 Rgs3 Acer2 Tek Tie1 Zfp69 Gja4 Lck Hspg2 Ece1 Epha2 5830444B04Rik Vwa1 Abcb1a Nos3 Gm15587 Gm15614 Yes1 Htra3 Cd38 Ldb2 8030487O14Rik E030026E10Rik D5Ertd615e Pgm2 Limch1 Kdr Gbp9 Lrrc8c Myo1h Serpine1 Flt1 Ica1 Gm36503 Cav2 Cav1 Gimap8 Gimap9 Gimap4 Gimap6 Gimap1 Gm36816 Dysf Fgd5 Eogt Plxnd1 Depp1 Clec1a Apold1 Gsg1 Itpr2 Ehd2 Prkd2 Plaur Garre1 Rasip1 Tjp1 Pde8a Fzd4 Prcp 9530078K11Rik Kcne3 Cavin3 Gdpd3 Taok2 Cd81 Col4a1 Col4a2 Tdrp Thsd1 Tcim Tlr3 Csgalnact1 Ushbp1 Plvap Klf2 Adgre5 Il27ra Cdh5 Exoc3l Disc1 Dock6 Gm22060 Ets1 Robo4 Esam Vsig2 Scn4b Peak1 Myzap Cgnl1 Cd109 Myo6 Snrk 4632418H02Rik Plekhg1 Myct1 Gm25410 Enpp3 Arhgap18 Oit3 Pald1 Tspan15 Adora2a Col18a1 Adarb1 Madcam1 Tbxa2r Stab2 Cdk17 Elk3 Gm32688 Gm17745 Galnt4 Ptprb Slc26a10 Gpr182 Adam19 Btnl9 Flt4 N4bp3 Sparc Grap Trim16 Usp43 Arhgef15 Tmem88 Bcl6b Scarf1 Slfn5 Mmp28 Ramp2 Arhgap27 Icam2 Snord104 Pecam1 Kcnj2 Gm11770 Rhob Rsad2 Nfkbia Clec14a 4930512B01Rik Map4k5 Prkch Rhoj Numb Vash1 Rin3 Cdc42bpb Ppp1r13b Rapgef5 Foxq1 Edn1 Hapln1 Zfp366 Mast4 Plk2 Plpp1 Esm1 Itga2 Flnb Arhgef3 Sema3g Sh3bp5 Mmrn2 Tspan14 Adcy4 Sox7 9930012K11Rik Lpar6 Dgkh Dock9 Ccdc152 Osmr Ankrd33b Tnfrsf11b Ptk2 Card10 Pdgfb Bik Shank3 Cpne8 Pced1b Rapgef3 Hdac7 Fmnl3 Acvrl1 Nr4a1 Nlrc3 AU021092 Ppm1f Cldn5 B630019A10Rik Fam43a Cyyr1 Ripply3 Erg Ets2 Slc9a3r2 Tmem204 Itpr3 Kank3 Notch4 Adgrf5 Stap2 Ptprm Rasgrp3 Epas1 Jcad Cables1 1700066B19Rik Ecscr Hbegf Arap3 Pcdh12 Afap1l1 Rin1 Map4k2 Tjp2 Asah2 Nfkb2 Dusp5 Grk5 Dipk2b Chst7 Tmem255a Apln Plac1 Msn Uprt Klhl4 Shroom2 Kctd12b Bmx DESCARTES_ORGANOGENESIS_HEPATOCYTES http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_HEPATOCYTES Lypla1 Lactb2 Pkhd1 Gsta3 Bend6 Il1r1 Nab1 1700019D03Rik Als2 Raph1 Cps1 Fn1 Pecr 1700016L21Rik 2810459M11Rik Ngef Neu2 Hjurp Spp2 Scly Hdlbp Zcchc2 Tfcp2l1 Tmem37 Gpr39 Ikbke Pm20d1 Golt1a Gm19705 Platr22 Nr5a2 F13b Cfhr2 Glul Sec16b Serpinc1 Fmo4 Fmo2 Slc19a2 Mpc2 Apoa2 Kmo Mtarc1 Mtarc2 Prox1 Prox1os G0s2 Phyh Echdc3 Itih2 Il15ra Pter Cubn C8g Agpat2 Rexo4 Kyat1 Phyhd1 Ass1 Fpgs Cutal Hc Gm13449 AI182371 Cd302 Ly75 Gm13571 Nostrin Abcb11 Dhrs9 Gm19426 Arfgap2 F2 1700029I15Rik Depdc7 Them7 Bbox1 Sord Slc27a2 A730017L22Rik Rrbp1 Pxmp4 Gss Lbp Gm826 Sgk2 Hnf4aos Hnf4a Sdc4 Gm11457 Slc13a3 Gm11476 Bcas1 Hnf4g Gm16685 Fabp5 Chmp4c Slc2a2 Mgst2 Sertm1 Tm4sf4 Gm40055 1700007F19Rik Siah2 Aadac Bche A330069K06Rik Fgg Fga Fgb Sh3d19 Rhbg Sema4a Fdps Selenbp2 Selenbp1 Pdzk1 Fmo5 Hmgcs2 Phgdh Gstm1 Vcam1 Slc44a3 A530020G20Rik Abcd3 Gm16958 Cfi Hadh Mttp Ddah1 Gipc2 Cryz Cth Necab1 Gne Grhpr Stra6l Acnat1 Aldob Ambp Kif12 Gm12602 Fggy Angptl3 C8b C8a Pcsk9 Scp2 Echdc2 Faah Tcea3 Cda Aldh4a1 Tmem82 Agmat Tmem51 Masp2 Pex14 Dffa Slc25a33 Errfi1 Steap2 Steap1 Crot Gm19666 2900005J15Rik Preb Gckr Hgfac Gm42614 5033403H07Rik 0610040J01Rik Klb Nipal1 Ugt2b34 Ugt2b35 Ugt2b36 Ugt2b5 Gc Ankrd17 Alb Afp Afm Gm42109 Albfm1 Rassf6 Cxcl10 Pxmp2 Grk3 Hnf1a Hnf1aos1 1810017P11Rik Hip1r Nipsnap2 Asl Mlxipl Zan Cyp3a13 Mmd2 Gm20635 Baiap2l1 Tfpi2 Pon1 Gm3289 Aass Snd1 Akr1d1 Mgam Tmem176a E230016M11Rik Fabp1 Tmem150a Ggcx Dqx1 Rtkn Anxa4 9930120I10Rik Gm20426 Chst13 Uroc1 Bhlhe40 Il17rc Mkrn2os Pex26 Usp18 A2m C1rl C1ra C1s1 Plekhg6 Gm10069 Pzp Mgst1 Pik3c2g Gys2 Dennd5b Sult2a8 Foxa3 Apoc4 Apoc1 Prodh2 Atp4a Hpn Rhpn2 Slc7a9 Dhdh 0610005C13Rik Tmem143 Abcc6 Saa4 Anpep Fah Aqp11 Dgat2 Stard10 Hpx Anks4b Qprt Inpp5f Sirt3 BC024386 Nlrp6 Sigirr H19 Slc22a18 Nadsyn1 Insr Rps23rg1 4833411C07Rik F7 Proz Gm17023 Slc25a15 Adam32 Slc7a2 F11 Klkb1 Acsl1 Aadat Ell Gdf15 Pde4c Nr3c2 Gpt2 Herpud1 Kifc3 Got2 Car7 Lcat Bco1 Sdr42e1 Hsd17b2 Osgin1 Mvd Agt Shfl Gm16754 Ldlr Angptl8 Tmem205 1700110K17Rik Grik4 Apoa1 Hykk Etfa Gm10658 Lipc Gm27216 Sh3bgrl2 Tent5a Pgm3 Nt5e Paqr9 Pcolce2 Trf Acad11 Ackr4 Glyctk Mst1 Nme6 Als2cl Rtp3 Gm10030 Xylb Iyd B230208H11Rik Aldh8a1 Smlr1 Gm29571 Mfsd4b3-ps Gm47889 Pla2g12b Pcbd1 Hkdc1 Pbld2 Upb1 Ddt Gstt1 Gstt2 Lss Ftcd Lrrc3 Pcsk4 Creb3l3 Tle6 Pah Amdhd1 Cpm Inhbc R3hdm2 Apof Stat2 Slc39a5 Mmp19 Sec14l2 Nipsnap1 Igfbp1 Grb10 Adra1b Timd2 Sec24a Shroom1 Slc36a2 Shmt1 Aldh3a2 Slc47a1 Shbg Asgr2 Aspa Cluh Serpinf1 Serpinf2 Tmem97 Gm12576 Hnf1b Rnf43 1110028F11Rik Pctp 4930405D11Rik Arl5c Grb7 Krt20 Apoh Fam20a Abca8b Abca6 Fads6 Afmid Slc25a10 Gcgr Pcyt2 Wdcp Apob Slc7a15 Cys1 Agmo Gm24233 Pygl L3hypdh Gm4756 Plekhg3 Papln Acot4 4732463B04Rik Acot6 Aldh6a1 Flvcr2 Gstz1 Ppp4r4 Serpina10 Serpina6 Serpina1b Serpina1d Serpina1a Serpina1c Serpina1e Dlk1 Meg3 Mir337 Rian DQ267102 Gm25357 Mirg Exoc3l4 Akr1c13 Akr1c19 Idi1 Sugct Zscan26 Slc17a2 Slc17a3 Agtr1a Bphl Rnf144b Cdhr2 F12 Slc25a48 Lect2 Slc35d2 1810034E14Rik 4833422C13Rik Acot12 Rasgrf2 Bhmt Bhmt2 Dmgdh Gcnt4 Ocln Ccdc125 Mocs2 Acox2 Adk Chdh Sfmbt1 Itih4 Itih3 Itih1 Nek4 Shld2 Glud1 Mbl1 Cideb Atp8a2 Zfp395 Gulo Ephx2 Slc39a14 Cpb2 Vwa8 4930517O19Rik Gm41231 Lmbrd2 Agxt2 4930556M19Rik Dap Dpys Ndrg1 Slc39a4 Tst Tmprss6 Gcat Baiap2l2 Pla2g6 Cbx7 Cyp2d22 Cyp2d26 Pnpla3 Ppara Ttc38 Fkbp11 Dnajc22 Gpd1 Mettl7a1 Soat2 Rogdi Emp2 Serpind1 Gm16618 Thpo Ahsg Kng2 Kng1 4632428C04Rik Cpn2 Bdh1 Pdia5 Hgd Nr1i2 Pla1a Gm15638 Dop1b Synj2 Plg Dact2 Mcrip2 Mettl26 Fkbp5 Cbs Cyp4f15 Cfb C2 Apom H2-Q10 Abcc10 Gnmt 2310039H08Rik 1700001C19Rik Ticam1 C3 Qpct Galm Kcng3 Haao Lrpprc Mocos Proc Slc23a1 Fgf1 Spink1 Prr16 Aldh7a1 Atp8b1 Acaa2 Chka Gm17227 Slc22a8 Vwce Keg1 Psat1 Gldc A1cf Slc16a12 Pank1 Rbp4 Pde6c Cyp2c67 Cyp2c68 Cyp2c70 Hoga1 Cutc Abcc2 Cpn1 Cyp2c23 Sema4g Mfsd13a Sfxn2 Gpam Habp2 Pnliprp1 Pnliprp2 Ebp Sytl5 Otc Maob Rgn Lonrf3 Bcorl1 Igsf1 Gjb1 Bex2 Rnf128 Morc4 Alg13 Rtl4 Ctps2 DESCARTES_ORGANOGENESIS_PREMATURE_OLIGODENDROCYTE http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_PREMATURE_OLIGODENDROCYTE Rgs20 Jph1 Gm29260 Stat4 Gpc1 Ankmy1 Gm13584 Gm37004 Tfap2c Bcan AI849053 Ptgfrn Hs2st1 Gm15577 Fut9 Dmrta1 Dmrta2 Smpdl3b Actr3b Fzd9 Ttyh3 Creb5 Gm32592 Gm35040 Sfrp1 Nwd1 Mt3 Cdon Gm25630 Chst2 Ostm1 Otx1 Rad51c Dgkb Galnt16 Tshr A330033J07Rik Id4 Kat6b Tnfrsf19 Drd3 Rab26 Gm23887 Emx2os Emx2 Gpc4 Gm14664 Mamld1 Efnb1 Pcdh19 DESCARTES_ORGANOGENESIS_CARDIAC_MUSCLE_LINEAGES http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_CARDIAC_MUSCLE_LINEAGES Oprk1 Fhl2 Pnkd Des Speg Sphkap Lrrfip1 Klhl30 Rassf5 Lmod1 Csrp1 Tnni1 Tnnt2 Atp1b1 Dusp27 Casq1 Cacnb2 2900092N22Rik Gm10848 Ak1 Atp5g3 Ttn Mybpc3 A530058N18Rik Actc1 C130080G10Rik Bmp2 Dstn Myh7b Myl9 Jph2 Ctcflos Gata5 Trim55 BC002189 Gyg Usp13 Ndufc1 Cd101 Atp1a1 Mybphl Plppr5 Pdlim5 Lpar3 Nexn Tnni3k C630028M04Rik Gm12514 Pakap Prkaa2 Gm12866 Fabp3 Trim63 Hspb7 Nppb Nppa Rnf207 Trim54 Tecrl Stbd1 Atp5k Myo18b Acacb Myl2 Atp2a2 Hspb1 Ppp1r3a Lmod2 Smyd1 Bmp10 Cacna1c Tpi1 Lmntd1 Tnni3 Ppp1r13l 5430431A17Rik Ldha Csrp3 Alpk3 Fsd2 Mical2 Aldoa Cox6a2 Ifitm10 Adprhl1 Rbpms Slc25a4 Palld Gm18066 4930512H18Rik Rrad Cnn1 Tbx20 Usp2 Tagln Hspb2 Cryab Idh3a Cox5a Hcn4 Fbxl22 Tpm1 Gm27211 Unc13c Mlip Gm10635 Myl3 Xirp1 Ss18l2 Ppp1r14c Txlnb Trdn Popdc3 Bves Pln Ctnna3 Gm10118 Mif Chchd10 Atcayos Csrp2 Lrrc10 Atp5b Pgam2 Myl7 Mdh1 Gpx3 Hand1 Obscn Myocd Eno3 Smtnl2 Coro6 Unc45b Epn3 Ptges3l Hexim2 Myl4 4932435O22Rik Vsnl1 Grhl1 Lsmem1 Gm15283 Rgs6 Asb2 Adssl1 Crip2 Crip1 Ryr2 Actn2 Uqcrfs1 Irx4 Thbs4 Cmya5 Gm3002 Gm8281 Cacna1d Tnnc1 3425401B19Rik Ldb3 Ndrg2 Myh6 Mhrt Myh7 Gata4 Cox6c Fbxo32 Cyc1 Mov10l1 Gm4335 Pkp2 Fbxo40 Popdc2 Sh3bgr Hcfc1r1 Nkx2-5 Cpne5 Spats1 Apobec2 A930029G22Rik Myom1 Lbh Hdac1-ps Slc8a1 Mir133a-1hg Gata6os Alpk2 Kcng2 Rab1b Pygm Fam189a2 Acta2 Ankrd1 Hectd2os Ppp1r3c Got1 Tlx1 Rbm20 6030498E09Rik Dcaf12l1 Rap2c Rtl8b Dmd Gm14769 Cited1 Bex3 Smpx DESCARTES_ORGANOGENESIS_EXCITATORY_NEURONS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_EXCITATORY_NEURONS Gm16894 Vwc2l Sctr Gm16083 Gm29514 Olah Dbh Pla2g4e Lime1 Gm9831 Ntng1 Gm12371 Zbtb8b Rap1gap Acap3 D130004A15Rik Ephx4 Tac1 Gm15624 Tafa1 Syt3 A230006K03Rik 4930567K12Rik Hs3st4 4930551E15Rik Kndc1 3110080E11Rik Rtbdn Bean1 Gm39244 Hcrtr2 Gm28905 Fgf11 Car10 Krt222 Tmem63c Gng4 Ncam2 Syngr3 Prrt1 Syt4 Ssh3 Zcchc12 Pnck Rab9b DESCARTES_ORGANOGENESIS_NEURAL_PROGENITOR_CELLS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_NEURAL_PROGENITOR_CELLS Vxn Mybl1 Hes6 Optc Btg2 Rgs8 Gm13630 Trp53i11 Slc1a2 Insm1 Cbfa2t2 Prdm13 Tal2 Kcnq4 Ago1 Tfap2e Tmprss11a Miat Srrm4os Srrm4 Elfn1 Hoxa7 Rassf4 Prmt8 Tspan11 Dll3 Nphs1 Me3 Chst15 Gm20501 Drd2 Zc3h12c Crabp1 Chrnb4 Spsb4 Ascl1 Neurod4 Gm12224 Rhbdl3 Gm38534 Btbd17 2610307P16Rik Gadd45g Neurog1 Chmp7 Gm6999 Sco2 4930578M01Rik Fgd4 Kalrn Dll1 Ddr1 Mtcl1 Mib1 Dcc Mapk4 Setbp1 Pkd2l1 Drr1 DESCARTES_ORGANOGENESIS_PRIMITIVE_ERYTHROID_LINEAGE http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_PRIMITIVE_ERYTHROID_LINEAGE Sgk3 Mcmdc2 Ogfrl1 Tmem131 Chst10 Trak2 Stradb Fzd5 Cnppd1 Retreg2 Rhbdd1 Ackr3 Erfe Asb1 Prdx2-ps1 Steap3 Pfkfb2 Dyrk3 Kif14 Aspm 4930523C07Rik Cenpl Prdx6 Creg1 Aldh9a1 Mgst3 Nuf2 Ppox Spta1 Wdr26 Lbr Iars2 9630028B13Rik Gm2061 Slc30a10 Cenpf Flvcr1 Tatdn3 Nsl1 Slc30a1 Tubb4b Gm13481 Clp1 Ypel4 Ube2l6 Slc43a1 Slc43a3 Ndufs3 Ptpmt1 Cat Cd59b Cd59a Knl1 Rmdn3 Nusap1 Epb42 Lcmt2 Mfap1b Itpripl1 Adra2b Polr1b Slc20a1 9830144P21Rik A730036I17Rik Ckap2l Il1bos Ddrgk1 Gm14049 Hspa12b 1700037H04Rik Cenpb Slc23a2 Gpcpd1 Shld1 Gm14066 Ninl Nanp Slc52a3 Trib3 Tpx2 Tgm2 Serinc3 Ddx27 Slc9a8 Fam210b Car2 1700112D23Rik Smc4 Hdgf Smg5 Tuft1 Golph3l Hsd3b6 Tent5c Ttf2 Vangl1 Dennd2c Hipk1 Lrrc39 Frrs1 Gclm Fam241a 9830132P13Rik Cenpe Slc39a8 4933401H06Rik Ssx2ip St6galnac3 1700015C17Rik Asb17os Asb17 Nsmaf Rragd Aqp3 Tmod1 Hemgn Anp32b Nans Gm22247 Alad Lexm Acot11 Ttc39aos1 Ttc39a Cdkn2c Tal1 Pdzk1ip1 Urod Eif2b3 Slc6a9 Dph2 Ermap Cited4 Pabpc4 Cdca8 Tinagl1 Epb41 Pdik1l Rhd E2f2 Mul1 Mthfr Smim1 Noc2l Sri Prkag2 Ppm1g Rbks Babam2 Add1 Atp8a1 Fryl Bmp2k Gm32051 Evi5 Rnf212 Pop5 Rnf10 Cox6a1 Rplp0 Cit Med13l Gm10390 Gpn3 Ogfod2 Trim56 Ache Cops6 Gpr146 Micall2 Tmem184a Eif2ak1 Zkscan14 Brca2 1700028E10Rik Asns Arf5 Tspan33 Bpgm Wdr91 Zc3hav1 Hipk2 Kel Gars Nt5c3 Gm3793 Abcg2 Snca Gadd45a Rpia Mrpl35 St3gal5 Mthfd2 Nfu1 Prokr1 Hdac11 Rad18 Ncapd2 Mrpl51 Ano2 Art4 Tmem86b Cox6b2 Tmem238 Zfp524 Selenow Smg9 Rabac1 Psenen Tmem147 Josd2 Il4i1 Rps11 Flt3l Ftl1 Ppp1r15a Uevld Spty2d1 Gm2788 Htatip2 Prmt3 Svip Capn5 Arrb1 Ucp2 Hbb-bt Hbb-bh1 Hbb-bh0 Hbb-y Taf10 Eif3f Akip1 Cdr2 Aqp8 Maz Rusf1 Uros Mki67 Hras Tspan32 Ano1 Pet100 Irs2 Ank1 Gm15816 Gsr B230317F23Rik Mpv17l2 Arrdc2 Ankle1 Gypa G430095P16Rik Rad23a Klf1 Prdx2 Wdr83os Katnb1 Gins3 Gm42047 Zfpm1 Piezo1 Rpl13 Abcb10 Taf5l Endod1 Ppan Icam4 Atg4d Epor 6530413G14Rik Acp5 Anln Gm29724 Abcg4 H2ax Hmbs Zpr1 Rexo2 Clk3 Nptn Rec114 Dapk2 Ccnb2 Mindy2 Fbxo9 Nmnat3 Gm28530 Pik3cb Cep70 Gm37249 Inhca Cish Uba7 Apeh Gpx1 Pfkfb4 Ccrl2 Rpsa Rpl14 1110059G10Rik Cited2 Akap7 Ncoa7 Slc16a10 Hace1 Hk1 Cabin1 Gm867 Bsg Arid3a Reep6 Map2k2 Nudt4 Frs2 Pip4k2c Shmt2 Ankrd36 Ogdh Fignl1 Sec61g Slc1a4 Chac2 Cpeb4 Hba-x Hba-a1 Hba-a2 Hmmr Slc22a4 Galnt10 Larp1 Trim58 Myo15 Gps2 Mybbp1a Spns2 Haspin Shpk Ccdc92b Wdr81 Dhrs13 Rpl23a Mrm1 Dhrs11 Ppp1r9b Samd14 Pdk2 Fam117a D030028A08Rik Pnpo Arhgap23 2410003L11Rik Top2a Wnk4 Cntd1 Psme3 Ifi35 Mpp2 Slc4a1 Slc25a39 Kif18b Tmc6 Tmc8 Cenpx Cmpk2 Eipr1 Acp1 Sh3yl1 Ccdc71l Slc25a21 Klhdc2 Sptb Plek2 Rad51b Ston2 Gm8378 Tmem251 Otub2 Glrx5 Wars Ankrd9 Ncapg2 Pitrm1 H2ac11 H2bc11 H1f4 Gmnn Pak1ip1 Tmem14c Gmpr Iars Cks2 Isca1 Lpcat1 Ell2 Gm23127 Rfesd Fam169a Taf9 Kif2a Hesx1 Nt5dc2 Ncoa4 Ghitm Prxl2a Ddhd1 Cdkn3 Dlgap5 Fbxo34 Abhd4 Nop9 Kctd9 Gnrh1 Slc25a37 Gm16867 Dmtn Diaph3 Gm10110 Rpl37 Stk3 Pabpc1 Azin1 Pkhd1l1 Ndufb9 Myc Trappc9 Chrac1 Ptp4a3 Grina Rpl8 Eif3d Ncf4 Csf2rb2 Csf2rb Ankrd54 Rpl3 Atf4 Grap2 Tnrc6b Rangap1 Aco2 Smdt1 Tspo Dhh Tuba1c Tango2 1300002E11Rik Liph Dlg1 Tfrc Cox17 St3gal6 Cpox Mrap 1810053B23Rik Pde10a Agpat4 Pgp Rps2 Ift140 Telo2 Pigq Dusp1 Kifc5b Rps10 Brpf3 Pim1 Pdxk-ps Gm17276 Marchf2 Dxo Skiv2l Ier3 H2-T24 Trim10 Gm20541 Rhag Mmut Tnfrsf21 Gtpbp2 Ccnd3 Bysl Gm20517 Ndufa11 Nrtn Ndc80 Ypel5 Yipf4 Rmc1 Ino80c Gypc Pkd2l2 Marchf3 Gm15345 Slc26a2 Fech Nars Afg3l2 Cyb5a Pcx Snx15 Ehd1 Taf6l Fth1 Fads3 Gcnt1 Pip5k1b Fam122a Jak2 Marchf5 Kif11 Exoc6 Tbc1d12 Frat2 Btrc Dennd10 Otud5 Gata1 Suv39h1 Slc38a5 Xk Fmr1nb Mtm1 Alas2 Pfkfb1 mt-Nd1 mt-Nd2 mt-Co1 mt-Nd4 mt-Nd5 mt-Cytb DESCARTES_ORGANOGENESIS_WHITE_BLOOD_CELLS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_WHITE_BLOOD_CELLS Tcf24 Ly96 Ptpn18 Gm28417 Neurl3 Arid5a Il1rl2 Il1rl1 Il18r1 Il18rap Slc40a1 Stat1 Stk17b A130048G24Rik Casp8 Cd28 Icos Slc11a1 Cyp27a1 Dock10 A630081D01Rik Sp110 Sp140 Sp100 A630001G21Rik Inpp5d Ugt1a7c Ramp1 Tnfrsf11a Ccdc93 Actr3 Rab7b Rab29 Rnpep Ptprc A130071D04Rik Gm5834 Cfh Ncf2 E330020D12Rik Shcbp1l Npl Sell Fcgr2b Fcgr3 Fcer1g Arhgap30 Cd244a Ly9 Cd48 Cd84 Ifi207 Ifi204 Mndal Ifi203 Ifi202b Pacc1 Traf3ip3 Dclre1c Pfkfb3 Mrc1 Pip4k2a Apbb1ip Psd4 Arrdc1 Tmem141 Fcna Gbgt1 Tbc1d13 Fnbp1 St6galnac4 Zbtb34 Ptgs1 Arhgap15 Cytip Ifih1 Gm13710 Spi1 Madd Nr1h3 Cd44 Plcb2 Vps18 Ehd4 Patl2 B2m Hdc Blvra Mertk Tmem87b Il1a Sirpa Ptpra 4930473A02Rik Cst3 Abhd12 Hck Dnmt3b Cnbd2 Samhd1 Gm14221 Ctsa Cebpb Nfatc2 Ctsz Helz2 Tpd52 C030034L19Rik Hps3 Cpa3 Nceh1 Gpr160 Nhlrc3 Rnf13 Gpr171 P2ry13 P2ry12 Mfsd1 Fnip2 Tmem144 Tlr2 Fcrls Cd5l Fcrl1 Il6ra Tpm3 Dennd4b Ctss Fcgr1 Ptpn22 Adora3 Cd53 Alpk1 Manba Bank1 Gbp7 Lyn Sdcbp A530072M11Rik Wwp1 Bach2os Fancg Hint2 Clta Snx30 Fkbp15 Tmem268 Tlr4 Tesk2 Zc3h12a Csf3r Smim12 Laptm5 Gm28874 Ptafr Themis2 Cd52 Paqr7 Runx3 Fuca1 C1qb C1qc C1qa Capzb Efhd2 Tnfrsf1b Zfp992 Pik3cd Kcnab2 Abcb1b Cd36 Tbc1d14 Rbpj Tlr1 Tmem156 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Snx20 Lpcat2 Nlrc5 Adgrg5 Pla2g15 Mlkl Gm23677 Maf Atmin Pkd1l2 Plcg2 Irf8 Cyba Rnf166 Ntpcr Casp1 Casp4 AB124611 Gm16845 Slc37a2 Vwa5a Il10ra Il18 Gm16124 Pstpip1 Hexa Myo5a Cgas Slc17a5 Ctsh Slc9a9 Shisa5 Glb1 Cmtm7 Myd88 Cx3cr1 Ccr1 Ccr2 Ccr5 Ulbp1 Zc3h12d Adgb Rab32 Ifngr1 Map3k5 Myb H60b Gm26740 Hmgb1-ps8 C920009B18Rik Themis Dse Gm35154 Psap Vsir Slc29a3 Vps26a Trpm2 Pdxk Gna15 Spic Tmcc3 Osbpl8 Glipr1 Ppm1h Slc16a7 Arhgap9 Tespa1 Tcn2 Myo1g Rel Vrk2 Stk10 Lcp2 Dock2 Itk Havcr2 Timd4 Gm12185 Psme2b 9930111J21Rik2 Il4 Irf1 Gm2a Nlrp3 Flcn Akap10 Pik3r5 Cd68 Acap1 Clec10a Arrb2 Pld2 Nlrp1b Nlrp1c-ps Xaf1 Spns3 Abr Evi2 Evi2b Evi2a Adap2 Adap2os Rnf135 Ccl2 Slfn8 Slfn2 Slfn3 Ccl9 Ccl6 Ccl3 Mpo Abcc3 Gm11613 Plxdc1 Tmem106a Grn Fmnl1 Cd79b Milr1 Cd300a Cd300c2 Cd300lf Tmem104 Armc7 Grb2 Trim65 Engase Rnf213 Gm26520 1700030C10Rik Adam17 Pik3cg Atxn7l1os2 Hdac9 Snx6 Slc38a6 Jdp2 Batf Gpr65 Lgmn Pld4 Ighm Lgals8 Gpr141 Aoah Hfe F13a1 Ly86 Rreb1 Cd83 Hk3 Rgs14 Tifab Zfp729a Erap1 Mctp1 Mef2c Arsb Hexb Gm5086 Naip2 Naip5 Naip6 Cd180 1700099I09Rik Gm17160 Parp8 Il3ra Lrmda Prkcd Stab1 Tmem273 Wdfy4 Lgals3 Tep1 Pip4p1 Ang Rnase4 Haus4 Irf9 Cma1 Cryl1 Wdfy2 Ctsb Ptk2b Itm2b Rubcnl Epsti1 Tbc1d4 Gpr183 Selenop Dab2 Fyb Gm2245 Il7r Otulinl Cyrib Ly6e Gsdmd Rac2 Cyth4 Apobec3 Nfam1 Parvg Cerk Tbc1d22a Irak4 Cela1 Galnt6 Itgb7 Nckap1l Naa60 Coro7 Nagpa Litaf Nrros Parp14 Dtx3l Cd86 Hcls1 Cd80 Cd200r1 Btla Samsn1 Ifnar2 Il10rb Ifngr2 Gm15964 Gm26626 Morc3 Mx1 B230307C23Rik Dynlt1a Slc22a3 Pgap6 Def6 Fgd2 Rasal3 Myo1f H2-K1 Tap1 Psmb8 Tap2 Aif1 Ncr3-ps Lst1 H2-D1 H2-M3 Olfr111 Mrpl2 B430306N03Rik Trem2 Rftn1 Plcl2 Tbc1d5 Adgre4 Ebi3 Gm16712 Dennd1c Vav1 Adgre1 Gm26510 Nlrc4 Eif2ak2 Cebpzos Kcnk12 Ppp1r21 Map3k8 Psma8 Ticam2 Snx2 Snx24 Cd74 Csf1r Pstpip2 Tcirg1 Unc93b1 Ptprcap Grk2 Neat1 Slc25a45 Ccdc88b Slc15a3 Ms4a14 Ms4a7 Ms4a4a Ms4a4c Ms4a6c BE692007 Ms4a6b Ms4a6d Mpeg1 Fam111a Lpxn Dock8 Plgrkt Blnk Pik3ap1 Pyroxd2 Calhm2 Tfe3 Cybb Gpr34 Cfp Il13ra1 Sash3 Elf4 Arhgef6 Abcd1 Arhgap4 Gab3 Tasl F630028O10Rik Stard8 Tlr13 Cysltr1 Gpr174 Sat1 Reps2 Gm15232 Tlr7 DESCARTES_ORGANOGENESIS_EPENDYMAL_CELL http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_EPENDYMAL_CELL Ppp1r42 4930444P10Rik Efhc1 Gm20172 Vwa3b Cracdl Ecrg4 Dnah7b Dnah7c Dnah7a Mdh1b Spag16 Igfbp2 Catip Stk36 Cfap65 Daw1 Fbxo36 Kcnj13 Gm29538 Iqca Crocc2 Cfap221 Map3k19 Ankrd45 Lmx1a Cfap126 Pcp4l1 Cfap45 Efcab2 Spata17 Ush2a Meig1 Gm13266 Armc3 Enkur Ccdc187 Ak8 Dync2i2 Ccdc148 Slc4a10 Ccdc173 Erich2 Ttc30b Agbl2 Dcdc5 Ankef1 Cfap61 6820408C15Rik Ttll9 Ccdc39 Lekr1 Mlf1 Zbbx Wdr49 Notch2 Spag17 Gm42722 Chil5 Gm4540 1700010K24Rik Abca4 Ddit4l Gm15689 Dnai3 Wls Spaca1 Cfap206 Dnai1 Spag8 Ccdc180 C630043F03Rik Ube2u Dynlt5 Dnai4 Agbl4 Armh1 Ccdc30 Gm12930 Rspo1 Pef1 Ubxn11 Stpg1 Vwa5b1 Fhad1 Trp73 Morn1 Cfap74 Cfap69 Zfp804b Tex47 Ccdc146 Drc1 Ccdc149 Wdr19 9130230L23Rik Rbm47 Gm26725 Nsun7 Spata18 Shroom3 Ccdc60 Iqcd Cfap73 Morn3 Wdr66 Lrrc43 Ift22 Rsph10b Gm4876 Iqub Smkr-ps Lrguk Slc13a4 Svopl Dnah6 Gm44196 Ttll3 Efcab12 Tmem72 Lrrc23 Slco1c1 Slco1b2 Slco1a4 Casc1 Mansc4 E330012B07Rik Pthlh Dnaaf3 Mzf1 Slc7a10 1700008O03Rik Odad1 Wdr93 Saxo2 Cfap161 Ccdc81 Folr2 Folr1 5430402P08Rik Dkk3 2310014F06Rik Iqck Dnah3 Vwa3a 3100003L05Rik Katnip Ccdc189 Fank1 Cfap46 Spef1l Pidd1 Ins2 Cfap97d2 Gm36879 Nek5 Poteg Gm30504 Fam149a Gm10649 Ttc29 Olfr370 Rpgrip1l Cx3cl1 Drc7 4933406B17Rik Ccdc113 Tsnaxip1 Hydin Vat1l 4933408N05Rik Dynlrb2 Deup1 Odad3 Bbs9 Dpy19l2 Gm1110 Ttc12 Pih1d2 Hoatz Calml4 Fam81a Dnaaf4 9330154J02Rik Gm28729 Esyt3 Nme9 Nek11 Kif9 Dlec1 Ttc21a Ulk4 Ccdc13 Zkscan7 Ccdc170 Gm32926 Slc2a12 Rspo3 Gm20276 Rsph4a Ddo Ak9 Ppil6 Ccdc162 Armc2 Stox1 Cfap54 Lrriq1 Slc6a15 Acss3 E2f7 Caps2 Ccdc157 Fam161a Cfap36 Wnt3a Wnt9a Drc3 Cfap52 Tekt1 Rph3al Dusp14 B230206L02Rik Wfikkn2 Mycbpap Ttll6 Scrn2 Odad4 Marchf10 Arsg Dnai2 Foxj1 Gm5432 Cdhr3 1700086L19Rik Ism2 3300002A11Rik Clmn Ak7 D130043K22Rik Dcdc2a Bmp6 Rnf182 Kif27 Fam81b 2610204G07Rik Ccno Mcidas Cdc20b Gm10735 Tmem267 Gm281 Nek10 Cfap70 Dnah12 Dydc2 Gm5089 Capsl Spef2 Rspo2 Trhr Lrrc6 Mapk15 1700088E04Rik Shisa8 Efcab6 Ribc2 Syt10 Ccdc65 D930007P13Rik Spag6l Gmnc Iqcg Cfap91 Cfap44 4932438H23Rik Slc5a3 Kcne2 Clic6 Lca5l Ezr Rsph3b Pacrg Tcp11 Trp53cor1 Rsph1 Ankrd66 Tcte1 Kif6 Efhb Arhgef33 Abcg5 Abcg8 Odad2 Gm16090 Ttr Nme5 Cfap53 Katnal2 Slc14a2 Trpm3 1700028P14Rik Wnt8b Sec31b Cfap43 Eno4 Efhc2 Cfap47 Slc16a2 2810403D21Rik Htr2c Frmpd4 DESCARTES_ORGANOGENESIS_EPITHELIAL_CELLS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_EPITHELIAL_CELLS Aox2 Ikzf2 Abca12 Wnt6 Ap1s3 B3gnt7 Lax1 Lgr6 Lad1 Pkp1 Lamc2 4933417C20Rik Nectin4 Susd4 Irf6 Lamb3 Mir205hg Gm13219 Lypd6b Pla2r1 Galnt3 Elf5 Spint1 Prom2 Fermt1 Sptlc3 Macrod2os1 Ovol2 Wfdc2 Lama5 Frem2 Gpr87 Arfip1 Fhip1a Glt28d2 Vtcn1 Mab21l3 Arhgef38 Esrp1 Gm12446 Tbc1d2 Rraga Patj Fyb2 Bmp8b Gjb3 Tmem54 Kdf1 Sfn Grhl3 Ifnlr1 Wnt4 Arhgef19 Arhgef16 Plch2 Ttll10 Sema3e Sema3c Cpz Lnx1 Ugt2a2 Fras1 Gm33050 5430403G16Rik Cldn4 Vwde 1110019D14Rik Cftr Epha1 Osbpl3 Pyurf Tacstd2 Il17re Eps8l1 Bcam Cblc Gm26550 Cyp2s1 Spint2 Lsr 2310002F09Rik Ntf5 Cers3 Mctp2 Mfge8 Galnt18 Scnn1b Prss8 Pwwp2b Pkp3 Gm35021 Cldn23 1700011L22Rik Terb1 Esrp2 Cdh3 Cdh1 Marveld3 Atp2c2 Map3k21 Kcnk1 Vstm5 Ap1m2 St14 Tmem45b Barx2 Exph5 Nr2e3 Paqr5 Myo5c Fam83b Acpp Ctdspl Cdcp1 Ect2l Perp Crybg1 Rfx6 Nepn Edar Tspear Fam174c Tac2 Dgka Gabrp Fat2 Tmem220 Cldn7 Itga3 B4galnt2 Krt15 Krt14 Zfp385c Plcd3 Wnt9b BC006965 Llgl2 Itgb4 Pqlc3 Scin Tmem30b Jag2 Macc1 9330162012Rik Sycp2l Cxcl14 Gm10406 Gjb2 Gjb6 Adam28 Klf5 Prlr Nipal2 Gm16136 Grhl2 Fzd6 Mal2 Oc90 Arhgap8 AU022754 Vdr Krt7 Krt5 Gm15538 Ppl Trp63 Ildr1 Filip1l Cldn8 Hunk Tmprss2 Ripk4 Mas1 Cldn6 Prss41 Mapk13 Unc5cl Tmem200c Epcam Mpp7 Rbbp8 Tmco6 Sh3rf2 Ccdc68 Pdlim1 Col17a1 Adrb1 Vwa2 Firre Pof1b Platr21 Mid1 DESCARTES_ORGANOGENESIS_MYOCYTES http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_MYOCYTES Gm9947 Msc Lincmd1 Col19a1 Rfx8 9330175M20Rik Mstn Myl1 Prkag3 5730419F03Rik Chrnd Chrng Mybph Adora1 Myog Ppfia4 Cacna1s Rgs16 Olfml2b Mymk Neb Itgb6 Fap Klhl41 Chrna1 Rapsn Cd82 Platr14 Acoxl Slc24a3 Tnnc2 Ptgis Edn3 7530428D23Rik Gm30735 Nes Hjv Casq2 4632404M16Rik Aknad1 Ndst4 Pitx2 1110002E22Rik Adh1 Sh3glb1 Tpm2 Frmpd1 Frmpd1os Musk Shisal2a Fndc5 Sync Myom3 Pax7 Parm1 Fgf5 Gm8091 Gm42875 Dync1i1 Flnc Cep41 A430078I02Rik Lmod3 Iffo1 Tnnt1 Ssc5d Fbxo17 Ryr1 Mamstr Myod1 Ano5 Pgpep1l Sytl2 Art1 Atp2a1 Mylpf Prss36 Tnnt3 Cdkn1c Myom2 Tmem38a Cdh15 Gramd1b Gm30015 Igdcc4 Spg21 Ky Klhl40 Eya4 Rnf217 Vgll2 Mypn Mrln Mybpc1 Myf5 Best3 Stac3 Fbxw10 Myh3 Myh8 Chrnb1 Septin4 Sgca Cacng1 Ncoa1 Pgf 4930544I03Rik Chrm3 Mylk4 Fgfr4 Cspg4b Fitm1 Fgf9 Shisa2 Sgcg Stc1 C1qtnf3 1700109K24Rik Vgll3 1520401A03Rik Cdkn1a Mymx Sema6b Gjd4 Myot Il17b Ablim3 Actn3 4930481A15Rik Macrod1 Pgm5 Slf2 Pitx3 Neurl1a Clcn5 Hs6st2 Awat2 Itm2a Tex16 Srpx2 Tceal7 Nrk Kcne1l Capn6 DESCARTES_ORGANOGENESIS_CHONDROCYTE_PROGENITORS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_CHONDROCYTE_PROGENITORS Pi15 Kcnt2 Fmo1 Rgs5 Atp1a2 Lamc3 Cldn11 C230034O21Rik Slc7a11 Gm6209 Gm17501 Ptgfr Gm11837 Epha7 Lepr Gm12829 Tmem51os1 9530046B11Rik Gm20485 Slc6a12 Mill2 Gm42397 Pdgfrl Nkd1 Gm32531 Arhgap20 Arhgap20os Itga11 Ddx43 Zic1 Slc6a20a Ccr9 Akap12 Gm15270 Ggt5 Lum Polm Aebp1 Gm12098 Ghdc Plekhh3 Flrt2 Ifi27 Gmds Ankrd55 Il6st Dock5 Zic2 4930594M22Rik Tmtc4 Itgbl1 Slc1a3 Ranbp3l Adamts12 Cthrc1 Gm17473 Fam118a Lrrk2 Atp13a5 Apod Sidt1 Alcam Zpld1 Htr1f Angptl4 Ptchd4 Cyp1b1 Mkx Colec12 Pdgfrb Gm15958 Mro Syt12 Slc22a6 Adra2a Bgn Mageb18 Gm5127 DESCARTES_ORGANOGENESIS_JAW_AND_TOOTH_PROGENITORS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_JAW_AND_TOOTH_PROGENITORS Gm28154 Col9a1 1700019A02Rik 2810442N19Rik Olfr1219 Col9a3 9130410C08Rik Gm12830 Col9a2 1500002C15Rik Gm20756 Crym Gm10578 Wwp2 Bmper Epyc Gm4425 Pax9 Esr2 1700018A04Rik Col2a1 Has1 9330136K24Rik DESCARTES_ORGANOGENESIS_GRANULE_NEURONS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_GRANULE_NEURONS Gm33280 Pgap1 Gm29455 Kif21b 3110062G12Rik Ntng2 6530402F18Rik Tbr1 Rapgef4os1 2600014E21Rik Rasgrp1 Kcng1 Bhlhe22 Tmod4 6530403H02Rik Cnr1 Frrs1l Nfib E130114P18Rik 6030443J06Rik Hs3st1 Epha5 Prdm8 Nos1 Vps37d Plxna4 Neurod6 Itprid1 A730020E08Rik Ccser1 Gm26604 Slc17a7 Kash5 Kcnj11 Abcc8 Sorbs2 Cngb1 Cdh13 C230057M02Rik Camkv 2900079G21Rik Eomes Sez6 Neurod2 Lrfn5 Kcnh5 Kctd6 Gm20687 Thtpa Zfhx2os Carmil3 Mpped1 Epha3 Tiam2 Tmem178 Ppp2r2b A330093E20Rik DESCARTES_ORGANOGENESIS_POSTMITOTIC_PREMATURE_NEURONS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_POSTMITOTIC_PREMATURE_NEURONS Tfap2d Gm16582 Tmem163 Grem2 Barhl1 A930036I15Rik Gm2164 Pou3f1 Zbtb8a Barhl2 Gm28050 Eid2 Slc17a6 Dbndd1 A530083I20Rik Samd3 Lin7a Nrn1 Peg13 Adgrf2 Adcyap1 Gm27042 Nudt11 DESCARTES_ORGANOGENESIS_SENSORY_NEURONS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_SENSORY_NEURONS Fam135a Mreg Sgpp2 Serpinb8 Thsd7b Syt2 Cacna1e Pappa2 Rgs4 Enah Kcnh1 Rprm Gm13629 Scn9a Scn7a Cerkl Neurod1 Ppp1r1c Rtn4rl2 P2rx3 Mapk8ip1 Gm13791 Syt13 Ckmt1 Ell3 Xkr7 Slco4a1 Kcnmb2 Pex5l 4930419G24Rik Gm19445 Ntrk1 Pde4dip Amigo1 Ttll7 C230012O17Rik Npr2 Rims3 2610028E06Rik Phc2 Gm13648 Asic3 Hmx1 Grxcr1 Exoc1l Wscd2 Tesc Hrk Ccdc92 Hip1 Sdk1 Gm16036 Tmem178b Ppp1r17 Tlx2 Pcgf1 Syn2 B4galnt3 Zfp78 Ccer2 Ppp1r14a Chst8 Synm Trim66 Hs3st2 Tacc2 Rnf150 Tbc1d9 Clgn C78859 Fam89a Pde4a Clmp BC049352 Cadm1 Htr3a Htr3b Csnk1g1 Cpne4 Dclk3 Scn5a Scn10a 9530059O14Rik Gm16364 Cep85l Sh3rf3 Shc2 Ankrd24 Trhde 4930473D10Rik Gm15723 Ptprr D930020B18Rik Itga7 Tlx3 D130052B06Rik Ebf1 Cyfip2 Rapgef6 Kcnj12 Pirt Rap1gap2 Rtn4rl1 Abhd15 Adam11 Kcnh6 Cacng5 Kif19a Plekhd1 Prox2 Bdkrb2 Nrsn1 Fam217a Prrxl1 Ccser2 Cdhr1 Kif13b Pcdh20 Pou4f1 Rxfp3 Gm2824 Prph Olfr15 Vwa5b2 Rgs11 Prkce Kctd16 Synpo A430093F15Rik Prkg1 Ppef1 DESCARTES_ORGANOGENESIS_ISTHMIC_ORGANIZER_CELLS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_ISTHMIC_ORGANIZER_CELLS Egfem1 Spry1 Dmbx1 Gm26608 En2 Cnpy1 Gm15637 Trh Spred3 Fgf15 Wfdc1 Impdh2 Pwwp3a Fgf17 Wnt1 B130046B21Rik Wfikkn1 Efna5 Mrpl16 DESCARTES_ORGANOGENESIS_INHIBITORY_NEURON_PROGENITORS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_INHIBITORY_NEURON_PROGENITORS Asic4 1700025G04Rik Gata3 9230102O04Rik Gm13377 Pax8 Gm13415 Lamp5 Fbxo44 Slc30a3 Gm27199 Lhx5 Slc6a5 1700001D01Rik Rpp25 Skor1 Gm16010 Sox14 Selenok-ps1 Lhx1 Lhx1os Hoxb9 Hoxb8 Hoxb5 Hoxb2 Otp Cacna2d3 Pnoc Scrt1 Asic1 Sec14l5 Slc37a1 Klhl14 Skor2 Pax2 Lbx1 Fbxl15 DESCARTES_ORGANOGENESIS_STROMAL_CELLS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_STROMAL_CELLS Mfsd9 Nif3l1 Sumo1 Gm22786 Ddx18 Timm17a Rnf2 Prrc2c Pfdn2 Opn3 Fbxo28 Trp53bp2 4930532G15Rik 9430037O13Rik Dtl Zbtb6 Arpc5l Orc4 Prpf40a Gorasp2 Atg13 Gabpb1 1810024B03Rik Bcl2l11 Tmem230 Tcf15 5430405H02Rik Rnf114 Prpf6 Pip5k1a Itga10 Wdr3 Trim45 Ahcyl1 Rtca Rrh Ints12 Gng5 Msh4 Gm12367 Coa7 Prpf38a Orc1 Lrrc41 Gpbp1l1 Mycbp Rbbp4 Kpna6 Khdrbs1 Gpn2 Dnajb6 Gpn1 Ppp1cb Poln Rpl9 N4bp2os Polr2b Ythdc1 Nup54 Cops4 Zfp326 Fbxo21 4932422M17Rik Rsrc2 Zfp664 Kif19b Fscn1 Fam220a Bri3 Rfc3 Zc3hc1 Clcn1 Zfp212 Kcmf1 B130021K23Rik Lsm3 Sinhcaf Zfp112 Snrpa Itpkc Zfp84 Zfp30 Uba2 Fam83e Gm36584 Pcf11 C430039J01Rik Rbbp6 4930413G21Rik Septin1 Mcmbp Lig4 Ing1 Champ1 2010320M18Rik Zswim4 Nacc1 Zfp319 Phlpp2 Tmem170 Terf2ip 1190005I06Rik 2810013P06Rik Tomm20 2610044O15Rik8 Gm16853 Srpr Ddx6 Snx33 Arih1 Snapc5 Oaz2 Gm7972 Morf4l1 Plscr2 Exog Limd1 Zbtb2 Ginm1 Fbxo30 Asf1a Ppa1 Sar1a Sirt1 Fstl3 Wdr18 Thop1 Cry1 Rtcb 5330438D12Rik Cand1 Avil Spryd4 Morc2a Sf3a1 Snhg15 C1d Peli1 Pank3 Cnot6 Gfpt2 Maml1 Jmjd4 Smcr8 Tmem11 Lrrc75aos2 Ddx52 Appbp2 Ppm1d Ints2 Med13 Gm11520 1700001P01Rik Klhl11 1700028N14Rik Polg2 Cep95 Csnk1d Rdh14 9030624G23Rik Cbll1 Gm17529 Togaram1 Psma3 Erh Slc10a1 Psen1 Nrde2 Yy1 Gm30238 Gpr137b-ps Ggps1 H2bc22 4833439L19Rik Ubqln1 Med10 Gm9828 Tnpo1 Smn1 Ercc8 Arf4 Atg14 Nedd8 Ppp2r2a Fbxo4 Golph3 Gm22208 Zfp623 Zfp647 Snu13 Hoxc11 Nmral1 Pigx Ubxn7 Dynlt2b Rpl35a Iqcb1 Pcnp D16Ertd472e Gabpa Unkl Srsf3 Zfp955b Rps28 Rrp36 Rab5a Rpl36 Hnrnpll Stpg4 Msh2 Ammecr1l Ercc3 Fam53c Taf7 Rbm27 Fem1c Hmgxb3 Chmp1b Mex3c Smad4 Smndc1 Ccdc186 Ddx3x Ube2a Rps4x Prps1 DESCARTES_ORGANOGENESIS_OSTEOBLASTS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_OSTEOBLASTS Slc9a2 Camk1d Tnks1bp1 S100a11 Tmub1 Spon2 Ibsp Mir6240 Tmsb10 4933406J10Rik Panx3 Cib2 1700102P08Rik Susd5 Susd2 Cstb Zfp72 Il31ra Dhrs1 Pdlim2 Zfp960 Mea1 Ahnak mt-Nd6 DESCARTES_ORGANOGENESIS_DEFINITIVE_ERYTHROID_LINEAGE http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_DEFINITIVE_ERYTHROID_LINEAGE Gm37915 6720464F23Rik Rpl35 Lmo2 4931422A03Rik Car1 Trmo Abcb4 E430021H15Rik 2310040G07Rik Slc26a1 Gm38825 Gdf3 Slc1a5 Dedd2 Ampd3 Wrn Sh2d4a Ces2g Elmo3 St3gal4 4930581F22Rik Olfr959 9430081H08Rik Nxpe2 Pml Dennd4a Mns1 F930017D23Rik Tspan8 Septin8 Btnl10 Specc1 Cdc6 Aoc2 Ccdc137 Fn3k Tnfaip2 H2ac22 Ccnb1ip1 6030458C11Rik Them6 Tonsl Apol8 Tbc1d24 Dnah8 Tspo2 Nudt12 1700086O06Rik Slc66a2 Zdhhc24 D030056L22Rik DESCARTES_ORGANOGENESIS_OLIGODENDROCYTE_PROGENITORS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_OLIGODENDROCYTE_PROGENITORS Gm28175 0610009E02Rik 5930409G06Rik Gm12796 Casp9 Gsx1 Ptprz1 Qrfprl Gm18716 Tarm1 Mkrn3 Gm29683 Cckbr Sox1 Tm6sf2 Gm6607 Kcnk10 Gm11335 Nim1k Ift27 H2-Ke6 A830052D11Rik Mcf2 Gpr50 DESCARTES_ORGANOGENESIS_SCHWANN_CELL_PRECURSOR http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_SCHWANN_CELL_PRECURSOR Wdfy1 Serpine2 Cdh19 Cdk18 Mpz Otud1 Entpd2 Fam102a Olfml2a Zeb2os Fign Itprid2 D330050G23Rik Shc4 Mal Btbd3 Pmepa1 Col20a1 Arhgef26 Fhdc1 Bcar3 Prss12 Gm29865 Lmo4 Megf9 Cyp2j8 Cyp2j6 Cyp2j9 Gm12688 Foxd3 Heyl Ugdh Apc-ps1 Art3 Pramel47 Gjc3 Ubl3 Stard13 Col28a1 Gpr37 Gm10046 Lgi4 4930505M18Rik Plekha4 Car11 Luzp2 Gm29507 Insc Gm19514 D7Ertd443e Scrg1 Chst5 Tmprss5 Iqch Rasa2 Sema3b Adgrg6 Pde7b Raet1e Moxd1 Hey2 Erbb3 Atp10b Prima1 Hcn1 Fam107a Kcnk5 Cmtm5 Pebp4 Gfra2 Ednrb Slitrk6 Cdh6 Matn2 Deptor Sntb1 Sox10 Gm10863 Tmem117 AA914427 Adamts5 Gm16168 Egfl8 5031415H12Rik Gpr17 Gfra3 2010320O07Rik Dagla Ifit2 Sfrp5 Afap1l2 Tspan7 Slitrk2 Pls3 Plp1 DESCARTES_ORGANOGENESIS_MEGAKARYOCYTES http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_MEGAKARYOCYTES Cavin2 Tuba4a Serpinb2 Serpinb10 Rgs18 F5 Slamf1 Tagln2 Proser2 Prkcq Rsu1 Tor4a Nacc2 Ttll11 Gm13431 Gm13986 Thbs1 Inafm2 Sla2 Cass4 Tubb1 Ppp1r3d Fam217b Med12l P2ry1 Il12a Lmna Mindy1 I830077J02Rik Dennd2d AI504432 Dapp1 Ptger3 Tln1 Cyp4x1 Mob3c Mpl Bmp8a Gm12992 Cnr2 Fbxl13 Txk Slain2 Mob1b Cxcl5 Ppbp Pf4 Gm33100 Tpst2 Gltp Ptpn11 Ccdc62 Abhd11 Zyx Mmrn1 Mxd1 Gp9 Camk1 Tmem40 Cd9 Vwf Clec1b Clec9a Cdc42ep5 Gp6 Ptgir Ccdc8 Kcnk6 Scn1b Nomo1 Olfr643 Ilk Irag1 4933432K03Rik Lat Mgmt Gm5608 Rasa3 Tacc1 F2rl3 Pkd1l3 Trpc6 Gm32014 Kcnj5 Nrgn Siae Crtam Ubash3b Gm35657 Nlrx1 Gm17749 Ciao2a Pls1 Inka1 Nbeal2 Syne1 Stx11 Il20ra Slc35d3 Lims1 Rsph14 Gnaz Itgb2 Pttg1ip R3hdm4 Gm15915 Rap1b Mdm1 Gas2l1 Plek Lgalsl Olfr56 Ifi47 Rnasek Alox12 Gp1ba Atp2a3 P2rx1 Slc6a4 Nr1d1 Itga2b Hexim1 Itgb3 Prkca Gm11655 Daam1 Inf2 H2bc4 H1f2 Syk Ctla2b Ctla2a Slc6a3 F2r F2rl2 Vcl Ppif Ltb4r1 Clu Tg Sla Commd5 Myh9 Parvb Bin2 Adcy9 Pla2g10 Gp1bb Dgkg Gp5 Muc13 Gramd1c Cd200r4 BC016579 Tmprss7 Mpig6b Ly6g6d Ly6g6f Mad2l1bp Treml1 Tnfsf14 Diaph1 Rab27b Slc14a1 Cd226 Rasgrp2 Gm14965 Fermt3 Cc2d2b Trim8 Btk Gm1720 DESCARTES_ORGANOGENESIS_CHOLINERGIC_NEURONS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_CHOLINERGIC_NEURONS Hecw2 Marchf4 Scg2 Nyap2 Ecel1 Lhx4 Tnr Gm10530 Crp Rgs7 Sfmbt2 Lhx3 Cers6 Sema6d Gpr149 Kcnab1 Tspan5 St6galnac5 Elavl2 Gnat3 Mnx1 Crmp1 Pcdh7 Nwd2 Phox2b Slc10a4 Tmem132d Rimbp2 Nptx2 Fry Ret D930028M14Rik Fam189a1 Phox2a Dlc1 G630064G18Rik Mfap3l Tppp3 Olfm2 Ncam1 Megf11 Clstn2 Rbp1 Gm31592 Grip1 Grip1os2 Gm16141 Slit3 Rasgef1c Ngfr C1ql1 Tanc2 Mxra7 Tspan17 Adcy2 Snx18 Gng2 Chat Slc18a3 Gm2990 Nefm Nefl Cdh12 Marchf11 Asap1 Tafa5 Hoxc8 Gm20319 Uts2b Prkn Kcnh8 Slc5a7 Galnt14 Stk32a Mcc Oacyl Vldlr Crtac1 Ina Hspa12a Enox2 Gm14696 Arhgap36 A730046J19Rik Rai2 DESCARTES_ORGANOGENESIS_NEURAL_TUBE http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_NEURAL_TUBE Fzd7 Hoxd3os1 Sall4 Sfrp2 Crabp2 Slc2a1 Repin1 5430402O13Rik Ndnf Rpl28 Chrna7 Scube2 Doc2a Gm23445 Zfp617 Irx3 Foxb1 Prtg A730062M13Rik Gm30698 Fam241b Greb1 Sp8 Ogdhl Slain1os Gm4675 DESCARTES_ORGANOGENESIS_INTERMEDIATE_MESODERM http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_INTERMEDIATE_MESODERM Akr1cl Gm15675 Adamts13 Wt1os Wt1 Lrrn4 Sptssb Sycp1 Nr1h5 D030025E07Rik Ak5 Cxcl13 Upk3b Rarres2 Zfp775 Actg2 Gm28523 Gm10400 Rep15 Gm21814 Bnc1 Kctd14 Got1l1 Hdnr Crispld2 Fendrr Foxf1 Muc16 4933433G15Rik Tcf21 Cobl 8430419K02Rik Olfr1372-ps1 Pmp22 Sntg2 Barx1 Arhgap22 Colec10 Amhr2 Myh11 Myrf Nkx2-3 DESCARTES_ORGANOGENESIS_LENS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_LENS Cryge Cryga Cryba2 Pip5kl1 Gcg Olfr1062 Capn3 Bfsp1 Gm33206 Gm37359 Gja8 Crygn Tmprss11d Cryba4 Crybb1 Crybb3 BB365896 Sipa1l3 Gm16159 Cpne7 Gm31816 Bfsp2 Gm20757 Mip Cryba1 Gja3 Hr BC037032 Cryaa Arsi DESCARTES_ORGANOGENESIS_RADIAL_GLIA http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_RADIAL_GLIA Pth2r Pax3 Nppc Cxcr4 Gm30731 Pdpn Grid2 Cfap100 Slc6a11 Slc25a18 9430041J12Rik Msx3 Hepacam Plet1os Cspg5 Aifm2 Phyhipl C030037D09Rik Arl4a A230087F16Rik Adcy8 Hoxc4 Pla2g7 Plce1 DESCARTES_ORGANOGENESIS_INHIBITORY_INTERNEURONS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_INHIBITORY_INTERNEURONS Gm19335 4930558K02Rik Myo3a Nxph2 Lhx6 Dlx1as Dlx1 Dlx2 Sp9 Slc4a11 Sox2ot Gm38505 Gm20515 Trpc4 Vmn2r1 Dclk2 Lhx8 Calb1 Grik3 Fam222a Hepacam2 Dlx6os1 Dlx6 Dlx6os2 Dlx5 Slc6a1 C230062I16Rik Kctd21 Gm9967 B020031H02Rik Nr2c2ap Gm12068 4933430M04Rik Nkx2-1 Gm11346 Cntnap3 Gm10248 Smim45 Nol4 Tpgs2 Slc18a2 Arx DESCARTES_ORGANOGENESIS_MELANOCYTES http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_MELANOCYTES Col4a3 Mroh2a Mlph Ephx1 Uap1l1 Slc38a11 Slc24a5 Mab21l2 Slc6a17 Tacr3 Bdh2 Mcoln3 Samd13 Cngb3 Tyrp1 Olfr1338 Lsm10 Pla2g5 2900064K03Rik Ociad2 Hvcn1 Wdr95 Gm20619 Gpnmb Fam13a Vax2 Mgll A730049H05Rik Mitf Cntn6 Bhlhe41 E130304I02Rik Oca2 Gabra5 Gabrb3 Trpm1 Aldh1a3 Sv2b Folh1 Tyr Rab38 Gm15483 Gm15351 Mtus1 Clec18a Slc38a8 7630403G23Rik Stra6 Aph1c Rab27a Appl2 Sycp3 Pmel Npc1l1 Gm12153 Fstl4 Matn3 Adtrp 1700023H06Rik Opn4 Dct Slc45a2 Syngr1 Gm15983 Col8a1 Bace2 4930426D05Rik Dtna Chsy3 Ctsf Cd274 Mlana Kcnip2 AW822252 Gm15482 Gpr143 Cltrn DESCARTES_ORGANOGENESIS_CHONDROCYTES_AND_OSTEOBLASTS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_CHONDROCYTES_AND_OSTEOBLASTS Twist2 Tnfaip6 Gm13652 Alx4 a 2700069I18Rik Zfhx4 Gm31243 Myorg Gm5860 Glis1 Nbl1 Gm15866 Gm15997 Tril Wnt11 Cpxm2 4933431K23Rik Ednra Zfhx3 Col7a1 5930403N24Rik Alx1 Tbx2 Notum Sema5a Smc1b Wdr27 Runx2 Runx2os1 Srd5a2 Dsc3 Lvrn Mir6984 Dkk1 Xpnpep2 Car5b DESCARTES_ORGANOGENESIS_CONNECTIVE_TISSUE_PROGENITOR http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_CONNECTIVE_TISSUE_PROGENITOR Col6a3 Angptl1 4631405J19Rik Pamr1 Fibin Fam227b Fgf7 Adam33 Otor Vmn2r3 Arsj A830012C17Rik Ccdc107 Gm12963 Col16a1 Kif17 Adgrd1 Zcwpw1 Medag Rxfp2 Gm14335 Mfap5 Gas2 Adamtsl3 Prrt2 Trpm5 Tpcn2 Gpr83 Naalad2 Col6a6 Npffr1 Col6a2 Col6a1 Adamtsl5 Tle2 Glt8d2 Igf1 Kera Hic1 Abca8a Fbln5 Gm22205 Aspn Ogn Gzmk Gm16263 Scara5 Ccn3 Col14a1 Slc22a22 Abi3bp Smoc2 Phf1 Pcdhga1 Ltbp3 Smarca2 Il33 Sfxn4 Agtr2 Lhfpl1 Amot Phex Tceanc Egfl6 DESCARTES_ORGANOGENESIS_INHIBITORY_NEURONS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_INHIBITORY_NEURONS Lypd1 Gm17893 Kcna4 Gm5148 4930509J09Rik Gm23054 Chd5 Tmem240 Rph3a Nxph1 Npy Rasgef1a Iqsec3 Smim17 A230077H06Rik Grm5 Lyrm1 Cacng3 Hmx2 Caly Fgf3 Has3 Trank1 Cdh23 Kcnc2 Gria1 Esrrb Btbd6 Pou6f2 Slc35f4 Cdh9 Cacna1i Panx2 1700123O21Rik Ciita Gm15808 Fgf12 Tmem30c Pcp4 Akain1 Htr4 Pitpnm1 Ccdc120 Gm15155 DESCARTES_ORGANOGENESIS_NUETROPHILS http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_NUETROPHILS Chil1 Adcy10 Fcnb Lcn2 Dnmt3c Slpi Mmp9 S100a8 S100a9 5730409E04Rik Fgr Gm16035 Parp12 Pglyrp1 Prap1 Fuom Hp Mmp8 Camp Ngp Ltf Elane Lyz2 Abca13 Slc13a5 Gpr68 Serpinb9c Zfp456 Gm15222 Olfm4 Stfa2l1 Cstdc4 Csta2 Stfa1 Cstdc5 Stfa3 Xdh Ms4a3 Gda Mirt1 DESCARTES_ORGANOGENESIS_LIMB_MESENCHYME http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_LIMB_MESENCHYME Prrx2 Lmx1b 9430024E24Rik BB557941 Galnt5 Tanc1 Hoxd13 Hoxd12 Hoxd11 Hoxd10 Grem1 Gm14055 Cpne1 Mecom Mecomos Gm10258 Creb3l4 Tbx15 Msx1 Tmem119 Asb4 Cped1 Cpa2 Gm16630 Hoxa9 Hoxa10 Hoxa11 Hoxa11os Hoxa13 Hottip Sox5os4 A530021J07Rik Zfp689 Gm31727 Hand2 Gm20275 1500009L16Rik Tbx4 Pitx1 Fgf10 Wnt5a Spry4 Gm9143 Vegfd DESCARTES_ORGANOGENESIS_EARLY_MESENCHYME http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/DESCARTES_ORGANOGENESIS_EARLY_MESENCHYME 3110099E03Rik Ism1 Gm14226 Fam151a Wnt16 Gm30146 Dpep1 Rad51ap2 Gm24492 Best1 Fndc3c1 TABULA_MURIS_SENIS_AORTA_AORTIC_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_AORTA_AORTIC_ENDOTHELIAL_CELL_AGEING Rpl7 Cavin2 Eef1b2 Des Ptma Btg2 Csrp1 Cfh Fmo1 Dpt Sdhc F11r Kcnj10 Mtarc2 Myct1 Rwdd1 Ddit4 Vsir Tmem26 Gstt2 Slc19a1 Bsg Gpx4 Oaz1 Hmg20b Nfic Tle5 Metap2 Socs2 Dcn Slc26a10 Naca Cd63 Bloc1s1 Selenom Npm1 Rack1 Tgtp2 Gpx3 Sparc Irgm2 Obscn Ubb Ubb-ps Kdm6b Tnfsf12 Plscr3 Pfn1 Car4 Dynll2 Nme2 Tob1 Lasp1 Krt15 Krt14 Eif1 Rab5c Cavin1 Dusp3 Cd79b Srsf2 Actg1 Arhgdia Anapc11 Rhob Rps7 Tspan13 Meox2 Zfp36l1 Npc2 Fos Rin3 Lgmn Crip1 Zscan26 Nol7 Mcur1 Gadd45g Cltb Prelid1 Tut7 Ctla2a Zfp369 Zfp131 Rps24 Sncg C1qtnf9 Dpysl2 Tnfrsf10b Tpt1 Klf12 Rbm26 Ptger4 Sub1 Pabpc1 Ndrg1 Gpihbp1 Cpsf1 Rpl8 Apol10b Csf2rb Rpl3 Atf4 Rnd1 Tuba1c Smagp Nr4a1 Prr13 Pcbp2 Abat Mrtfb Cebpd Cldn5 Hes1 Ppp1r2 Rpl24 Arl13b Sod1 Stub1 Rps10 Snrpc Rps18 H2-K1 H2-Ab1 H2-Aa H2-Eb1 Clic1 Abcf1 Ppp1r11 Tomm6 Myl12b Myl12a Rnf138 Bin1 Egr1 Ecscr Ppic Rps14 Cd74 Csf1r Ablim3 Rpl17 BC031181 Drap1 Ccdc85b Cfl1 Fth1 AW112010 Ablim1 Atp5c1 Vim Edf1 Egfl7 Lrrc8a Fubp3 Fam102a Zbtb34 Gsn Rpl35 Nmi Fastkd1 Psmc3 Rtf1 B2m Slc28a2 Mall Ddrgk1 Prnp Thbd Cst3 Tcf15 Map1lc3a Sdc4 Pltp Zbtb46 Stmn2 Fabp5 Fabp4 4932438A13Rik Pabpc4l Rps3a1 Sf3b4 Nras Rhoc Gstm2 Gstm1 Ccn1 Rps20 Pnrc1 Dnaja1 Aqp7 Klf4 Pde4b Rps8 Ybx1 Dnajc8 Syf2 Ece1 Ctnnbip1 Slc2a5 Gnb1 Cd36 Ppm1g Fosl2 Stx18 Qdpr Rpl9 Fip1l1 Igfbp7 Sparcl1 Tmem119 Rplp0 Rpl6 Arpc3 Znhit1 Gnb2 Mospd3 Bri3 Gng11 Cav1 Arf5 Aqp1 Tmsb10 Aup1 Spr Mgll Rpl32 Depp1 Cxcl12 Ptms Gapdh Ybx3 Apold1 Mgp Dennd5b Rps9 Rpl28 Peg3 Rps5 Ube2m Selenow Nop53 Tmem160 Ercc1 Apoe Zfp36 Nfkbib Capns1 Tshz3 Emc10 Rps11 Rpl13a Ftl1 Siglech Peg12 Klf13 Idh2 Furin Serpinh1 Rps3 Eif3f Lmo1 Ypel3 Ifitm2 Tspan4 Arglu1 Lonrf1 Frg1 Lpl Ssbp4 Jund Babam1 Klf2 Ier2 Junb Cdh5 Cfdp1 Cdh13 Rpl13 Smco4 Dock6 Rp9 Tbrg1 Rplp1 Rpl4 Ppib Tpm1 Eef1a1 Trf Rpl29 Inka1 Ltf Rpsa Rpl14 Plp2 Rbm3 Tspan7 Araf Rps4x Plp1 Ace2 Tmsb4x TABULA_MURIS_SENIS_AORTA_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_AORTA_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING Arfgef1 Adgrb3 Unc50 Pdcl3 Fzd7 Sumo1 Tns1 Aamp Tuba4a Serpine2 Itm2c Ptma Ilkap Kif1a Bok Tsn Tmem185b Mdm4 Phlda3 Tmem9 Cacna1s Cfh Rgs2 Acbd6 Rc3h1 Nme7 Fcgr2b Sdhc Mtarc2 Atf3 Hsd11b1 G0s2 Cr1l Hint3 Snx3 Scml4 Mcu Srgn Ddt Gstt1 Smarcb1 Bsg Gpx4 2310011J03Rik Scamp4 Oaz1 Nfic Ncln Tle5 Hsp90b1 Ikbip Vezt Ndufa12 Dcn Lum Ccdc59 Lgr5 Lyz2 Tbc1d30 Rassf3 Ndufa4l2 Ptges3 Nabp2 Ormdl2 Cd63 Itga7 Selenom Tcn2 Xbp1 C1d Zrsr1 Prorsd1 Canx Gpx3 Gm2a Lypd8 2310033P09Rik Gid4 Alkbh5 Tmem11 Ubb Ubb-ps Cox10 Myh10 Tmem107 Kdm6b Dnah2 Fxr2 Cd68 Tnfsf12 Acap1 Neurl4 Eif5a Cldn7 Pld2 Pfn1 Spag7 C1qbp Zzef1 Atp2a3 Tax1bp3 Serpinf1 Wdr81 Glod4 Traf4 Rab34 Vtn Psmd11 Myo1d Ccl11 Ddx52 Ggnbp2 Ints2 Trim37 Trim25 Luc7l3 Slc35b1 Hoxb2 Skap1 Cbx1 Med1 Krt15 Nt5c3b Coasy Ramp2 Ifi35 Meox1 Dusp3 Helz Abca8a Nup85 Smim6 H3f3b Wbp2 Cygb Tnrc6c Mrpl12 Mcrip1 Arhgdia Anapc11 Pcyt2 Laptm4a Pdia6 Rsad2 Pxdn Tspan13 Meox2 Ralgapa1 Sos2 Daam1 Slc38a6 Rbm25 Isca2 Fos Psmc1 Lgmn Atg2b Yy1 Meg3 Crip1 Wdr37 Gpr137b-ps Lyst Zscan26 Tubb2b Ssr1 Gcnt2 Jarid2 Fam8a1 Thoc3 Nop16 Cltb Tspan17 Prelid1 Pdlim7 Tmed9 Hnrnpa0 Golm1 Iqgap2 Plpp1 Abhd6 Pdhb Fam3d Dnajc9 Zswim8 Selenok Dph3 Ldb3 Naa30 Pip4p1 Pnp Rnase4 Ndrg2 Supt16 Phf11d Atp8a2 Ctsb Dpysl2 Pdlim2 Fndc3a Itm2b Esd Vwa8 Uchl3 Rbm26 Spry2 Dnajc3 Selenop Nipbl Amacr Dap Myc Ptp4a3 Puf60 Plec Cyc1 Maf1 Vps28 Myh9 Txn2 Ankrd54 Kdelr3 Gtpbp1 Atf4 Twf1 Slc38a2 Tuba1a Krt5 Prr13 Copz1 Ubn1 Ppl Usp7 Marf1 Abcc1 Mzt2 Sdf2l1 Ube2l3 Ess2 Ranbp1 2510002D24Rik Yeats2 Eif4g1 Tra2b Hes1 Apod Boc Nectin3 Pcnp N6amt1 Sod1 Mis18a Cbr1 Smoc2 Zfp994 Tmem204 Gnptg Wdr24 Mrpl28 Dusp1 Atp6v0e Crebrf Cuta Ilrun Snrpc Cdkn1a Zfp414 Slc39a7 H2-DMb1 Nelfe Clic1 H2-D1 Tubb5 H2-T23 Ppp1r11 Hsp90ab1 Yipf3 Cnpy3 Bicral Tomm6 Mydgf Kdm4b Ptprs Tgif1 Smchd1 Mcfd2 Calm2 Foxn2 Rock1 Taf4b Celf4 Iws1 Reep5 Fam53c Kdm3b Paip2 Sra1 Spry4 Megf10 Nedd4l Sec11c Tubb6 Tcf4 Me2 Txnl4a Mbp Zfp516 Cyb5a Tmx3 Gstp1 Cdk2ap2 Coro1b Ccs Yif1a Drap1 Cfl1 Fam89b Malat1 Mrpl49 Zfpl1 Bad Ppp1r14b Fkbp2 Slc3a2 Ttc9c B3gat3 Incenp Fth1 Sdhaf2 Ms4a4d Gnaq Pik3ap1 Kazald1 Arl3 Vti1a Tcf7l2 Cubn Etl4 Entpd2 Rapgef1 Set Lrrc8a BC005624 Fnbp1 Abl1 Prrc2b Hspa5 Ggta1 Wdsub1 Cd302 Fkbp7 Zdhhc5 Serping1 Pex16 Wt1os Meis2 Ccdc9b Mapkbp1 B2m Ap4e1 Itpripl1 Fbln7 Ddrgk1 Jag1 Kat14 Cst3 Nsfl1c Fkbp1a Dynlrb1 Map1lc3a BC029722 Scand1 Dlgap4 Dbndd2 Pltp Ncoa3 Slc9a8 Ctsz Prelid3b Adrm1 Car2 Cp Cpb1 Nceh1 Skil Sox2 Larp1b Pgrmc2 Selenot Tmem131l Gpatch4 Glmp Ssr2 Fdps Scamp3 Cks1b Hax1 4933434E20Rik Slc39a1 S100a16 S100a6 Sf3b4 Acp6 Wdr3 Ttf2 Igsf3 Bcas2 Rhoc Gstm1 Bcar3 Adh1 Lmo4 Ifi44 Penk Cpne3 Ankrd6 Ddx58 Dnaja1 B4galt1 Dctn3 Il11ra1 Tesk1 Tln1 Shb Gng10 Dmac1 Zdhhc21 Ttc4 Yipf1 Bend5 Rnf220 Eri3 Dmap1 Szt2 Eva1b Trappc3 Eif3i Tmem234 Laptm5 Ptpru Trnau1ap Nudc Syf2 Id3 Ece1 Cela2a Efhd2 Miip 2510039O18Rik Fbxo6 Disp3 Srm Gnb1 Gatad1 Sri Psmc2 Kmt2e Srpk2 Rheb Atraid Slc4a1ap Fosl2 Mxd4 Lrpap1 Ablim2 Qdpr Sod3 Smim14 Ube2k Limch1 Igfbp7 Cxcl1 Anxa3 Bmp2k Sparcl1 Spp1 Ankle2 Mn1 2900026A02Rik Dynll1 Srsf9 Tpcn1 Oas1a Erp29 Vps29 Arpc3 Atp2a2 Tmem132c Chchd2 Rhbdd2 Mdh2 Mospd3 Pcolce Cnpy4 Lamtor4 Gpr146 Rnf216 Kdelr2 Usp42 Arpc1b Bud31 Rfc3 Smim30 Arf5 Irf5 Rarres2 Cbx3 Tax1bp1 Inmt Pde1c Capg Tmsb10 Tex261 Cyp26b1 Spr Smyd5 Lsm3 Fgd5 Eif4e3 Crbn Itpr1 Arpc4 Jagn1 Emc3 Brk1 Sec13 Iqsec3 Phb2 Ptpn6 Atn1 Ptms Mlf2 Cops7a Ndufa9 Tspan11 Gabarapl1 Pirb Ube2m Selenow Ap2s1 Ppp1r13l Rab4b Snrpa Sertad1 Pld3 Zfp36 Samd4b Nfkbib Lgals4 Psmd8 Yif1b Kmt2b Fxyd5 Scn1b Pdcd2l Nudt19 Uri1 Plekhf1 Emc10 Napsa Akt1s1 Prr12 Rcn3 Rpl13a Ftl1 Ppp1r15a Dbp Grwd1 Kdelr1 Hps5 Klf13 Selenos Chsy1 Nr2f2 Akap13 Isg20 Adamtsl3 Il16 Zfand6 Me3 Spcs2 Ucp2 Lamtor1 Adm Irag1 Sox6 Tmem159 Dctn5 Nupr1 Sult1a1 Bcl7c Fam53b Echs1 Pgghg Ifitm2 Lsp1 Cd81 Tssc4 Cars Ppfia1 Ano1 Stxbp2 Arglu1 Tnfsf13b Col4a2 Ing1 Agpat5 Vdac3 Tm2d2 Nsd3 Star Eif4ebp1 Wrn Micu3 Hpgd Lpl Mau2 Fkbp8 Jund Mpv17l2 Ccdc124 Myo9b Abhd8 Mrpl34 Dda1 Plvap Bst2 Pgls Rab8a Ier2 Nfix Gadd45gip1 Rnaseh2a Junb Trir Rpgrip1l Mmp2 Herpud1 Polr2c Cmtm3 Cmtm4 Tradd Il34 Ctrb1 Gabarapl2 Cotl1 Irf8 Zc3h18 Dpep1 Spire2 Rbm34 Phxr4 Amotl1 Shfl Eif3g Cdc37 Tmed1 Thyn1 Esam Oaf Ift46 Usp28 Cryab Tspan3 Scamp2 Arih1 Snapc5 Ppib Arpp19 Tmed3 Slc9a9 Atr Armc8 Manf Naa80 Uqcrc1 Shisa5 Smarcc1 Klhl18 Setd2 Als2cl Cmtm7 Clec3b Limd1 Xcr1 Srpx Rp2 Slc25a5 Frmd7 Emd Atp6ap1 Tab3 Tceal8 Tceal9 Eif1ax Gpm6b TABULA_MURIS_SENIS_AORTA_PROFESSIONAL_ANTIGEN_PRESENTING_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_AORTA_PROFESSIONAL_ANTIGEN_PRESENTING_CELL_AGEING Rpl7 Arpc2 Btg2 Fcer1g Lilrb4a Psap Srgn Timp3 Dcn Lum Lyz2 Npm1 Rack1 Gm2a Sparc Cd68 Eif5a Pfn1 Ccl2 Ccl4 Wfdc17 Krt15 Krt14 Grn H3f3b Syngr2 Arhgdia Rps7 Dld Nfkbia Fos Calm1 Tgfbi Phf11b Itm2b Ly6e Ly6a Ly6c2 Rpl8 Rpl3 Tspo Atg3 Dusp1 Rps10 Cdkn1a H2-K1 H2-Ke6 H2-DMa H2-DMb1 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Clic1 H2-D1 Rpl36 Tgif1 Reep5 Snx2 Rps14 Cd74 Cdk2ap2 Cfl1 Malat1 Ms4a4c Ms4a6c Lpxn Papss2 Rpl7a Gsn B2m Cpne1 Sdc4 Cebpb Ctsz Psma7 Actl6a Ctss Rps20 Cd52 Sh3bgrl3 Rsrp1 Plac8 Rplp0 Oas1a Pilrb1 Actb Arpc1b Alox5ap Capg Tmsb10 Pcbp1 Mgp Arhgdib Rpl28 Rps5 Apoe Rps19 Rps16 Tyrobp Fxyd5 Rpl13a Rpl18 Ctsc Rps3 Coro1a Ifitm2 Ifitm3 Ins2 Ifi30 Adgre5 Calr Junb Cox4i1 Cyba Rpl13 Rpl4 Anxa2 Eef1a1 Trf Shisa5 Ccrl2 Rpsa Rpl10 Tmsb4x TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_B_CELL_AGEING Tram1 Igfbp5 Tmbim1 Serpine2 A530032D15Rik C130026I21Rik Itm2c Ptma 4930523C07Rik Fcer1g Tagln2 Capn2 Pcmt1 Ifngr1 Sgk1 Epb41l2 Psap Vsir Ddx50 Pttg1ip Bsg Gpx4 Atp5d Cirbp Oaz1 Dohh Tle5 Hsp90b1 Dcn Lyz2 Ppm1h Os9 Xbp1 Tmed4 Ogdh Irgm1 Gas7 Kdm6b Cd68 Pfn1 Abi3 Grn Limd2 Grb2 Timp2 Lgals3bp Arhgdia Csnk1d Rhob Pum2 Laptm4a Actr10 Ccdc88c Yy1 Gpr132 Crip2 H1f2 Uqcrfs1 Serpinb6a Eci2 Gadd45g Prelid1 Grk6 Tgfbi Ctsl Hexb Map3k1 Arf4 Lgals3 Rnase6 Lrp10 Khnyn Ctsb Trim35 Itm2b Mycbp2 Dnajc3 Stk24 Selenop Laptm4b Ly6a H1f0 Tob2 Slc48a1 Mettl7a1 Prr13 Rogdi Cebpd Ranbp1 Fam43a Ccdc80 Nxpe3 App Get1 Rnaset2b Fahd1 Snrpc Cdkn1a Pi16 Hnrnpm H2-K1 Psmb9 Psmb8 Agpat1 Vars Gnmt Tomm6 Tubb4a Ralbp1 Reep5 Fam13b Egr1 Pura Pmaip1 Tubb6 Mbp Ptprcap Rad9a Pold4 Sf3b2 Drap1 Cfl1 Sipa1 Neat1 Rasgrp2 Prdx5 Ubxn1 Tmem109 Zfand5 Acta2 Wbp1l Dusp5 Fam204a Atp5c1 Vim Apbb1ip Ncs1 Gsn Serping1 Slc43a3 Aqr B2m Ddrgk1 Prnp Thbd Cst3 Abhd12 Csnk2a1 Map1lc3a Rbm39 Scand1 Pkig Pltp Rbm38 Ctsz Adrm1 Fabp4 Car3 Car2 Dcun1d1 Anxa5 P2ry13 Kpna4 Lmna Syt11 Plekho1 Sf3b4 Atp1a1 Tspan2 Gstm1 Vcam1 Cnn3 Tln1 Anp32b Tgfbr1 Psip1 Jun Plpp3 Tmem59 Efcab14 Akr1a1 Tie1 Ppt1 Rsrp1 Clic4 Id3 C1qb Ubr4 Dhrs3 Plod1 Errfi1 Gnb1 Mxra8 Ube2j2 Sdf4 Cd36 5031425E22Rik Nub1 Wdr1 Cd38 Smim14 Crlf2 Selplg Ankrd13a Rnf10 Dtx1 Aldh2 Slc12a9 Ppp1r35 Bri3 Arpc1b Cav1 Tmem176b Tmem176a Inmt Capg Tmsb10 Tex261 Anxa4 Rab43 Mgll Arpc4 Mfap5 Tpi1 Cd9 Lair1 Selenow Ehd2 Tmem160 Ap2s1 Clptm1 Apoe Cd79a Rabac1 Pou2f2 Snrpa Supt5 Zfp36 Nfkbib Emc10 Rcn3 Fcgrt Rpl13a Siglech Klf13 Mfge8 Rps3 Eif3c Ino80e Cd151 Ctsd Cd81 Saraf Fkbp8 Isyna1 Jund Ifi30 Bst2 Klf2 Mir24-2 Gadd45gip1 Trir Man2b1 Rbl2 Mt2 Tppp3 Exosc6 Cotl1 Irf8 Cyba Itgb1 Icam1 H2ax Sidt2 Cox5a Scamp2 Ubl7 Pkm Rab11a Tpm1 Anxa2 Senp6 Myo6 Tmed3 Ctsh Atp2c1 Shisa5 Csrnp1 Emd Maged1 P2ry10 Itm2a TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_T_CELL_AGEING Gls Ndufs1 Ubxn4 Sf3b5 Oaz1 Tle5 Lyz2 Nsg2 Sparc Pfn1 Ccl5 Grn Bptf Grb2 Timp2 Ckb Crip2 Crip1 Ctla2a Ctsl Slmap Glud1 Clu Elf1 Ly6a Hsf1 Lgals1 Prr13 Atp5g2 Txndc11 Rnaset2b Nudt3 Snrpc Clic1 Sf3b2 Cfl1 Tle4 Vim Apbb1ip Cst3 Acss1 Rbm39 Scand1 Ctsz S100a4 S100a6 S100a11 S100a10 Wdr3 Csde1 Rap1a Gstm1 Rsrp1 Id3 Szrd1 Plod1 Park7 Dck Areg Zfand2a Tmsb10 Aup1 Itpr2 Tmem160 Ap2s1 Apoe Fxyd5 Nkg7 Tbc1d17 Rpl13a Klf13 Ypel3 Nap1l4 Lamp1 Jund Gadd45gip1 Trir Tppp3 Cmip Cotl1 Cyba Cd3e Ppib Tmed3 Qrich1 Pdcd6ip Usp9x Gpm6b Tmsb4x TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING Ptma Eif4e2 Glul Pfdn2 Angel2 Ifngr1 Ccn2 Lims1 Micu1 Ddt Gpx4 Oaz1 Map2k2 Zbtb7a Tle5 Lyz2 Nab2 Cnpy2 Cd63 Selenom Dbnl Tmed4 Plek Lgalsl Hspa4 Flii Tmem11 Usp22 Ncor1 Ubb-ps Kdm6b Tnfsf12 Rnasek Pfn1 Abi3 Cnp Rab5c Ramp2 Jpt1 Grb2 Wbp2 Arhgdia Anapc11 Dnmt3a Rhob Srsf5 Lgmn Ifi27 Crip2 Larp4b Serpinb1a Ogn Cltb Tmed9 Hexb Selenok Osgep Ctsb Clu Sharpin Txn2 Csnk1e Rpl3 Hdac7 Tamalin Prr13 Ubald1 Nudt16l1 Cebpd Ppil2 Cldn5 0610012G03Rik Rnaset2b Atp6v0c Tmem204 Gnptg Nudt3 Snrpc H2-K1 H2-Aa Hspa1a Nfkbil1 H2-D1 Atat1 Tomm6 Ptprm Myl12a Calm2 Bin1 Reep5 Cd14 Csf1r Smad7 Gstp1 Drap1 Ccdc85b Cfl1 Acta2 Vim Npdc1 Egfl7 Brd3 Lrrc8a Ncs1 Swi5 Ndufa8 Tnfaip6 Thbd Cst3 Tcf15 Rbm39 Sdc4 Sys1 Pltp Prex1 Atp9a Lhfp Ssr3 Arhgef2 Npr1 Psmb4 Sf3b4 Tspan2 Olfml3 Rhoc Rap1a Gstm1 Gtf2b Lmo4 Ccn1 Tesk1 Slc44a1 Acer2 Tmem59 Scp2 Laptm5 Clic4 Ece1 Park7 Gnb1 Sri Kmt2e Atraid Cytl1 Smim14 Igfbp7 G3bp2 Arpc3 Mospd3 Bri3 Arpc1b Tmsb10 Dctn1 Spr Camk1 Depp1 Ptms Cd9 Mgp Mgst1 Rps5 Ube2m Selenow Tmem160 Apoe Rabac1 Ltbp4 Zfp36 Aplp1 Rpl13a Furin Tlnrd1 Serpinh1 Sephs2 Hsd3b7 Plekha1 Ifitm2 Tssc4 Cdkn1c Jund Plvap Klf2 Ddx39a Mir24-2 Ier2 Lpcat2 Mt2 Cfap20 Dhx38 Smco4 Cdc37 Bbs9 H2ax Apoa1 Cryab Etfa Scamp2 Pkm Coro2b Ppib Tmed3 Plscr2 Trf Rassf1 Inka1 Cx3cr1 Itm2a Eif1ax Sh3kbp1 TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING Pcmtd1 Lactb2 Imp4 Pdcl3 Sf3b1 Coq10b Hspd1 Sumo1 Klf7 Tmbim1 Cyp27a1 Tuba4a Serpine2 Mff Ncl Ptma Pde6d Tsn Steap3 Ubxn4 Rab7b Btg2 Cyb5r1 Ppp1r12b Arl8a Timm17a Phlda3 Tmem9 Ivns1abp Pigc Dusp12 Sdhc Pfdn2 Igsf8 Sde2 Pycr2 Lefty1 Cnih4 Trp53bp2 Mtarc2 Ptpn14 Hsd11b1 Cr1l Akap12 Pcmt1 Ginm1 Ppil4 Calhm5 Lama4 Snx3 Smpdl3a Lims1 Sh3rf3 Slc29a3 Hk1 Ddx50 Zwint Susd2 Gstt1 Smarcb1 Pcnt Sumo3 Bsg Rnf126 Cnn2 Polr2e Gpx4 Atp5d Cirbp Ndufs7 Oaz1 Gadd45b Slc39a3 Map2k2 Zbtb7a Apba3 Nfic Tle5 Txnrd1 Rtcb Timp3 Slc25a3 Ndufa12 Cep83 Thap2 Ptprb Lyz2 Nup107 Ddit3 R3hdm2 Ndufa4l2 Stat6 Stat2 Coq10a Nabp2 Pa2g4 Rab5b Ormdl2 Cd63 Bloc1s1 Selenom Tug1 Rnf215 Tbc1d10a Ap1b1 Xbp1 Mrps24 Ube2d-ps Tmed4 C1d Actr2 B3gnt2 Mpg Fgf18 Pttg1 Slu7 C1qtnf2 Rack1 Rnf130 Sar1b Ppp2ca Hspa4 Irf1 Gpx3 Mfap3 Arf1 Cops3 Tmem11 Map2k3 Usp22 Ulk2 Ubb-ps Myh10 Ctc1 Tmem107 Kdm6b Fxr2 Tnfsf12 Plscr3 Gps2 Eif5a Med11 Psmb6 Slc25a11 Pfn1 Spag7 C1qbp Zzef1 Tax1bp3 Ywhae Ssh2 Sdf2 Slc46a1 Ccl2 Ccl11 Zfp830 Znhit3 Dynll2 Coil Slc35b1 Nfe2l1 Lasp1 Ormdl3 Rara Krt15 Nt5c3b Rab5c Mlx Ramp2 Rundc1 Ifi35 Rdm1 Arl4d Meox1 G6pc3 Cdc27 Limd2 Psmd12 Fam104a Atp5h Nt5c Sumo2 H3f3b Wbp2 Cygb Srsf2 Usp36 Ndufaf8 Mrpl12 Mcrip1 Arhgdia Alyref Anapc11 Pcyt2 Cenpx Narf Metrnl Laptm4a Asap2 Itgb1bp1 Id2 Hectd1 Sptssa Snx6 Trappc6b Pnn Arf6 Map4k5 Actr10 Psma3 Jkamp Dhrs7 Rhoj Vti1b Zfp36l1 Srsf5 Rbm25 Npc2 Isca2 Tmed10 Fos Jdp2 Irf2bpl Ston2 Foxn3 Ckb Crip2 Klf6 Mrpl32 Psma2 Rala Yae1d1 Zscan26 H1f2 Ssr1 Nedd9 Dtnbp1 Mylip Phf2 Fam120a Ninj1 Card19 Spin1 Gadd45g Sfxn1 Lman2 Tmed9 Txndc15 Cxcl14 Agtpbp1 Golm1 Zfp935 Med10 Exoc3 Pdcd6 Cast Rhobtb3 Cdk7 Srek1 Plpp1 Gpx8 Fst Mocs2 Zfp131 Fam107a Thoc7 Anxa7 Fut11 Samd8 Vdac2 Ccdc66 Selenok Tkt Timm23 Mapk1ip1l Pip4p1 Ndrg2 Acin1 Ngdn Psme1 Il17d Ebpl Msra Dpysl2 Bnip3l Slc39a14 Esd Tsc22d1 Rbm26 Spry2 Dnajc3 Prkaa1 Zfp622 Matn2 Ywhaz Eif3e Eif3h Slc45a4 Eef1d Grina Exosc4 Cyc1 Sharpin Maf1 Dgat1 Cyhr1 Txn2 Ift27 Sh3bp1 Cby1 Rpl3 Atf4 Srebf2 Smdt1 Rrp7a Cyb5r3 Prr5 Pim3 Irak4 Twf1 Mcrs1 Dazap2 Nr4a1 Atg101 Krt8 Eif4b Rarg Pfdn5 Prr13 Pcbp2 Hmox2 Nudt16l1 Anks3 Rogdi Ubn1 Nagpa Dexi Socs1 Cep20 Ppm1f Sdf2l1 Dgcr6 Ranbp1 Tango2 Ap2m1 Tra2b Ahsg Ppp1r2 Apod Ncbp2 Pigx Ift57 Cldn25 Arl13b 4930453N24Rik Il10rb Cbr1 Cbr3 Hmgn1 Zbtb21 Rnaset2b Mpc1 Sft2d1 Chd1 Atp6v0c Pgp Nthl1 Slc9a3r2 Ndufb10 Tmem204 Gnptg Stub1 Mrpl28 Atp6v0e Cuta Snrpc Cdkn1a BC004004 Pi16 Mtch1 Pim1 Ndufv3 U2af1 Adamts10 Zfp414 Rab11b H2-K1 Brd2 Psmb9 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Rnf5 Lsm2 Clic1 Ddah2 Abhd16a H2-D1 Ier3 Tubb5 H2-T23 Trim26 Ppp1r11 H2-M3 Nfkbie Rrp36 Mea1 Cnpy3 Tomm6 Tbc1d5 Mydgf Dus3l Clpp Khsrp Tubb4a Gpr108 Vapa Ndufv2 Myl12b Myl12a Ypel5 Cebpzos Cdc42ep3 Srsf7 Prepl Cript Mcfd2 Calm2 Pik3c3 Wdr33 Map3k2 Bin1 Ctnna1 Sting1 Cystm1 Zmat2 Nr3c1 Commd10 Zfp608 Isoc1 Cd74 Pdgfrb Csnk1a1 Tubb6 Psmg2 Ptpn2 Fam210a Tcf4 Acaa2 BC031181 Smad7 Txnl4a Slc66a2 Zadh2 Cndp2 Cyb5a Gstp1 Cdk2ap2 Aip Coro1b Ppp1ca Pold4 Ccs Sf3b2 Drap1 Cfl1 Fam89b Malat1 Syvn1 Zfpl1 Prdx5 Fkbp2 Macrod1 Tmem179b Polr2g Mta2 Rab3il1 Tmem109 AW112010 Ms4a4d Gnaq Zfand5 Klf9 Il33 Ide Pi4k2a Npm3 Calhm2 Sfr1 Gsto1 Smc3 Tcf7l2 Emx2 Arl5b Apbb1ip Yme1l1 Mrpl41 Ssna1 Edf1 Phpt1 Bmyc Tmem250-ps Brd3 Gtf3c4 Setx Lrrc8a Ier5l Ptges Tor1a Swi5 St6galnac4 Ndufa8 Ptgs1 Rbms1 Mtx2 Ube2e3 Fam171b Ndufs3 Mdk Tspan18 Hsd17b12 Emc4 Emc7 Thbs1 Srp14 Rmdn3 Trp53bp1 Itpripl1 Ciao1 Snrpb Idh3b Pcna Cds2 Naa20 Commd7 Raly Dynlrb1 Map1lc3a Eif6 Rbm39 Dlgap4 Myl9 Manbal Mafb Oser1 Pkig Sdc4 Sys1 Pltp Ncoa3 Snai1 Ube2v1 Cebpb Adnp Dpm1 Ctsz Prelid3b Adrm1 Ppdpf Zfp512b Pkia Skil Dnajc19 Dcun1d1 Setd7 Ufm1 Exosc8 Tm4sf1 Commd2 Ccnl1 Kpna4 Cct3 Glmp Lamtor2 Ssr2 Rusc1 Fdps Slc50a1 Tpm3 Chtop S100a16 Selenbp1 Psmd4 Vps72 Cers2 Ensa BC028528 Sf3b4 Polr3gl Igsf3 Rhoc Atp5pb Lamtor5 Gstm2 Gstm1 Psma5 Alg14 Dnttip2 Fnbp1l 1810037I17Rik Ostc Ppa2 Tet2 Adh1 Lmo4 Sh3glb1 Bcl10 Srsf11 Penk Car8 Ggh Ufl1 Ube2j1 Pnrc1 Dnaja1 Dcaf12 Rusc2 Tln1 Ncbp1 Erp44 Nipsnap3b Gng10 Slc31a2 Fkbp15 Atp6v1g1 Psip1 Plin2 Tm2d1 Dock7 Pde4b Plpp3 Tut4 Txndc12 Cyp4b1 Akr1a1 Prdx1 Atp6v0b Elovl1 Ebna1bp2 Ybx1 Ppie Mycbp Mrps15 Eva1b Trappc3 Adprs Psmb2 Ak2 Hdac1 Eif3i Tmem234 Snrnp40 Wasf2 Tmem222 Hmgn2 Mtfr1l Tmem50a Rsrp1 Syf2 Clic4 Fuca1 Asap3 Hnrnpr Kdm1a C1qa Ece1 Camk2n1 Nbl1 Necap2 Szrd1 Spen Efhd2 Prdm2 Dhrs3 Agtrap Pex14 Pgd Park7 Per3 Gnb1 Vwa1 Mxra8 C1qtnf12 Akap9 Sri Psmc2 Kmt2e Srpk2 Khk Mpv17 Eif2b4 Ift172 Slbp Grpel1 Cytl1 Msx1 Stx18 Nsg1 Med28 Adgra3 Lias Smim14 Slc30a9 Gnpda2 Ociad1 Cxcl1 Naaa Stbd1 Hnrnpd Wdfy3 Sparcl1 Gak Ttc28 Mn1 Iscu Coq5 Srsf9 Pxn Prkab1 Pebp1 Rfc5 Med13l Oas1a Aldh2 P2rx4 Diablo Rsrc2 Arl6ip4 Bri3bp Asl Sbds Eif4h Mettl27 Abhd11 Tmem120a Mdh2 Lrwd1 Fis1 Znhit1 Mospd3 Gal3st4 Bri3 Arpc1b Alox5ap Hsph1 Smim30 Wasl Zfp800 Hilpda Flnc Atp6v1f Cald1 Gstk1 Rarres2 Tmem176b Tmem176a Tra2a Cycs Cbx3 Hoxa5 Hibadh Jazf1 Inmt Rmnd5a Vamp8 Capg Tcf7l1 Tmsb10 Pole4 Dok1 Wbp1 Dguok Tex261 Nagk Zfp638 Spr Cnbp Mgll Arl6ip5 Camk1 Arpc4 Sec13 Phb2 Lag3 Ptms Mlf2 Chd4 Mrpl51 Cd9 Ndufa9 Gabarapl1 Lrp6 Hebp1 Arhgdib Mgst1 Plekha5 Ldhb Tfpt Tsen34 Ube2s Chmp2a Selenow Napa Tmem160 Ap2s1 Fkrp Gemin7 Apoe Arhgef1 Bckdha Exosc5 Rab4b Snrpa Sertad1 Timm50 Zfp36 Samd4b Nfkbib Eif3k Psmd8 Yif1b Aplp1 Psenen Usf2 Fxyd1 Scn1b Cebpg Plekhf1 Etfb Josd2 Emc10 Nr1h2 Atf5 Ptov1 Med25 Rras Fcgrt Rpl13a Snrnp70 Ftl1 Ldha Tmem86a Htatip2 Mphosph10 Nsmce3 Snrpa1 Igf1r Chaserr Hdgfl3 Tmem126a Spcs2 Lamtor1 Cavin3 Ilk Eif3f Swap70 Adm Ctr9 Far1 Psma1 1110004F10Rik Arl6ip1 Tmem159 Lcmt1 Tufm Mapk3 Ypel3 Ppp4c Aldoa Ino80e Taok2 Maz Bcl7c Pycard Tgfb1i1 Bag3 Mcmbp Nsmce4a Bub3 Abraxas2 Bccip Mapk1ip1 Zfp511 Bet1l Ifitm2 Hras Gatd1 Tspan4 Lsp1 Cd81 Tssc4 Cdkn1c Naxd Polb Golga7 Plekha2 Nsd3 Ddhd2 Fnta Eif4ebp1 Eri1 Slc25a4 Fkbp8 Ssbp4 Lsm4 Jund Ifi30 Ccdc124 Myo9b Use1 Babam1 Abhd8 Plvap Rab8a Fam32a Smim7 Sin3b Hmox1 Smad1 Hhip Gab1 Dnajb1 Gipc1 Mir24-2 Zswim4 Ier2 Farsa Prdx2 Junb Trir Cnep1r1 Ces1d Amfr Ciapin1 Polr2c Cfap20 Tradd Ctcf Psmb10 Sntb2 Pdf Wdr59 Gabarapl2 Hsbp1 Cotl1 Zdhhc7 Emc8 Map1lc3b Cyba Ankrd11 Cdk10 Irf2bp2 Slc36a4 Pin1 Shfl Eif3g Mrpl4 Fdx2 Tyk2 Keap1 Dnm2 Tmem205 Elof1 Aplp2 Dcps Vwa5a Oaf H2ax Trappc4 Fxyd6 Bud13 Sdhd Cryab Fdx1 Wdr61 Tspan3 Hmg20a Ubl7 Pkm Anp32a Spg21 Oaz2 Aph1b Gtf2a2 Leo1 Lysmd2 Senp6 Rnf7 Trf Nudt16 Tex264 Manf Rassf1 Naa80 Gnai2 Uqcrc1 Shisa5 Clasp2 Ubp1 Cmtm6 Azi2 Myd88 Csrnp1 Cx3cr1 Eif1b Tmem158 Fyco1 Pqbp1 Ebp Ftsj1 Gpr34 Usp11 Slc25a5 Rtl8c Emd Fundc2 Zfx Ar Efnb1 Pdzd11 Atrx Pgk1 Gprasp1 Tceal8 Bex3 Iqsec2 Kdm5c Mageh1 Gpm6b TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_MYELOID_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BROWN_ADIPOSE_TISSUE_MYELOID_CELL_AGEING Lypla1 Plekhb2 Ptma Cxcr4 Vamp4 Dpt Map3k5 Sgpl1 Bsg Gpx4 Midn Nfic Tle5 Dcn Lyz1 Gns Atp5b Ugp2 Mdh1 B3gnt2 Rel Dock2 9930111J21Rik1 Gpx3 Sparc Kdm6b Polr2a Arrb2 Eno3 Atp2a3 Myo1c Ywhae Abi3 Npepps Arl5c Rara Krt15 Rab5c Cavin1 Fmnl1 Map3k14 Ace Limd2 Socs3 Rhob Rock2 Zfp36l1 Ppp4r3a Lgmn Ckb Klc1 Gpr132 Crip2 Hnrnpa0 Hexb Fcho2 Erbin Map3k1 Dpysl2 Stk24 Selenop Oxct1 Mtdh Ago2 Ptp4a3 Ly6a Tob2 Fbln1 Tuba1b Tuba1a Gspt1 Cebpd Ccdc50 Atp13a3 Lrrc58 Ccdc80 Nfkbiz Ifnar1 Runx1 Rnaset2b Qk Tcp1 Srrm2 Pgp Snrpc Zfand3 Sik1 H2-Ab1 H2-Aa H2-Eb1 Gpsm3 Prrc2a Tnf H2-Q6 Tubb5 Ppp1r18 Hsp90ab1 Birc6 Calm2 Egr1 Ndfip1 Ticam2 Eno1b Cd74 Csf1r Pmaip1 Atp5a1 Mbp Sf3b2 Drap1 Cfl1 Sf1 Cd274 Tm9sf3 Dusp5 Tcf7l2 Csf2ra Apbb1ip Ptpa Traf1 Gsn Ppig Zc3h15 Serping1 Slc43a3 Ptprj Celf1 Rtf1 Cst3 Abhd12 Serinc3 Pkig Sdc4 Pigt Vapb Gnas P2ry12 Kpna4 Zbtb7b Atp1a1 Olfml3 Stxbp3 Rpl34 Lmo4 Asph Tgfbr1 Jun Mier1 Thrap3 Clic4 Id3 E2f2 C1qb C1qc C1qa Eif4g3 Ubr4 Errfi1 Gnb1 Cd36 Ppm1g Ugdh Cxcl2 Sparcl1 Gak Crlf2 Ep400 Hps4 Tmem119 Ankrd13a Rnf10 Pebp1 Ran Gnb2 Bri3 Cul1 Serbp1 Tmsb10 Dok1 Foxp1 Ptms Chd4 Leng8 Trim28 Selenow Bbc3 Tmem160 Calm3 Vasp Apoe Arhgef1 Pou2f2 Shkbp1 Zfp36 Nfkbid Rpl13a Kdelr1 Cyfip1 Furin Smg1 Prkcb Arhgap17 Il21r Atxn2l Fus Ins2 Cd81 Zfp703 Slc25a4 Irf2 Zfp869 Jund Klf2 Ier2 Rpl13 Dpep1 Irf2bp2 Tpm1 Eef1a1 Trf Dnajc13 Stt3b Cx3cr1 Ctnnb1 Lars2 Gpr34 Gm6377 Plp1 TABULA_MURIS_SENIS_BLADDER_BLADDER_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BLADDER_BLADDER_CELL_AGEING Rpl7 Rdh10 Gsta3 Nop58 Eef1b2 Tuba4a Ptma Arl4c Cd55 Cfh Ptgs2 Ier5 Myoc Fmo2 Dpt Uap1 Ndufs2 Tagln2 Tnfaip3 Rps12 Gja1 Cstb Ptbp1 Cirbp Rps15 Gadd45b Eef2 Txnrd1 Tcp11l2 Timp3 Slc25a3 Btg1 Dcn Rap1b Ddit3 Naca Rack1 Gfpt2 Sqstm1 Hnrnph1 Hnrnpab Map2k3 2410006H16Rik Ntn1 Kdm6b Eif4a1 Eif5a Rpl23a Wsb1 Tob1 Gngt2 Rpl23 Rpl19 Eif1 Stat3 Rpl27 Ddx5 Jpt1 H3f3b Sphk1 Cygb Baiap2 Metrnl Odc1 Rps7 Arl4a Ifrd1 Nfkbia Dact1 Serpina3n Hsp90aa1 Tnfaip2 Eif5 Tubb2a Ninj1 Nfil3 Cltb Cxcl14 Gas1 Rps23 Rps24 Plac9 Gch1 Lgals3 Pnp Tpt1 Rgcc Elf1 Matn2 Pabpc1 Ywhaz Azin1 Eif3e Eif3h Myc Ndrg1 Ly6d Ly6c1 Eef1d Rpl8 Maff Atf4 Snu13 Pim3 Slc38a2 Tuba1c Mettl7a1 Igfbp6 Pfdn5 Prr13 Pcbp2 Vasn Litaf Ppp1r2 Rpl35a Pla1a Rpl24 Ets2 Has1 Tnfrsf12a Rps2 Rps10 Cdkn1a Pi16 H2-K1 Brd2 C4b Cfb 1110038B12Rik Hspa1b Hspa1a H2-D1 Ier3 H2-T23 Hsp90ab1 C3 Cox7a2l Crem Impact Epb41l4aos Etf1 Hspa9 Hbegf Rps14 Rpl17 Smad7 Slc66a2 Chka Fosl1 Cfl1 Rela Fau Slc3a2 Snhg1 Ahnak Fth1 Anxa1 Gsto1 Fam107b Tubb4b Rpl12 Hspa5 Gsn Tnfaip6 Nr4a2 Slc43a3 Cd44 Thbs1 B2m Nop56 Prnp Pcna Thbd Raly Map1lc3a Procr Dlgap4 Sdc4 Wfdc2 Zfas1 B4galt5 Cebpb Ptpn1 Pmepa1 Rps21 Stmn2 Skil Mgarp Siah2 Rps3a1 Lmna Sprr1a S100a10 Rhoc F3 Ube2d3 Nfkb1 H2az1 Rps20 Gem Pnrc1 Dnaja1 Klf4 Ugcg Rps6 Plpp3 Map7d1 Rnf19b Marcksl1 Snhg12 Rsrp1 Clic4 Rpl11 Nbl1 Pdpn Spsb1 Klhl21 Rpl22 Isg15 Il6 Fosl2 Slbp Nsg1 Rpl9 Ugdh Cxcl1 Sparcl1 Rpl5 Rplp0 Hspb8 Rpl6 Vps37b Ubc Chchd2 Sbds Hspb1 Mafk Arpc1b Rpl21 Hsph1 Inmt Mat2a Cnbp Fbln2 Rpl32 C1s1 Tnfrsf1a Cd9 Gabarapl1 Ybx3 Emp1 Mgst1 Rps9 Rpl28 Rps5 Nop53 Fosb Bcl3 Erf Ltbp4 Rps16 Rps11 Rpl13a Ftl1 Ppp1r15a Rpl18 Ldha Rps17 Prss23 Rps3 Eif3f Rpl27a Arntl Rps13 Il4ra Bag3 Rplp2 Cdkn1c Plat Saraf Rpl18a Use1 Hmox1 Mt2 Mt1 Map1lc3b Rpl13 Dpep1 Tomm20 Icam1 Hspa8 Thy1 Rps25 Rplp1 Fem1b Rpl4 Eef1a1 Pcolce2 Atp1b3 Trf Rpl29 Impdh2 Tgfbr2 Rpsa Rpl14 Ddx3x Gabra3 Rpl10 Rps4x Xist Sat1 Tmsb4x TABULA_MURIS_SENIS_BLADDER_BLADDER_UROTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BLADDER_BLADDER_UROTHELIAL_CELL_AGEING Nabp1 Igfbp2 Tuba4a Ptma Bok Creg1 Tagln2 Rps12 Ppa1 Cstb Gpx4 Cirbp Txnrd1 Phlda1 Ddit3 Xbp1 Slc1a4 Sqstm1 Aldh3a1 Ubb Ubb-ps Eif5a Cldn7 Pfn1 Rpl19 Krt23 Eif1 Mif4gd Wbp2 Srsf2 Arhgdia Cbr2 Ifrd1 Hif1a Gpx2 Hsp90aa1 Eif5 Tubb2a Nrn1 Hmgcr Rps24 Gnl3 Lgals3 Ctsb Fdft1 Esd Tpt1 Klf5 Ndrg1 Eef1d Atf4 Tuba1c Krt8 Krt18 Prr13 Tra2b Cbr3 Tnfrsf12a Prss22 Rps10 Srsf3 Cdkn1a H2-K1 H2-D1 Ier3 Ppp1r11 Crb3 Srsf7 Nars Gstp1 Cdk2ap2 Eif1ad Fosl1 Cfl1 Neat1 Slc3a2 Fth1 Il33 Avpi1 Tubb4b Rpl12 Thbs1 Chac1 B2m Nop56 Smox Sdcbp2 Srxn1 Trib3 Map1lc3a Eif6 Blcap Top1 Lmna S100a14 S100a16 Sprr1a Lmo4 Ccn1 Rps20 Aqp3 Klf4 Plin2 Plpp3 Slc2a1 Tinagl1 Sfn Clic4 Pgd Gnb1 Rheb Areg Rpl5 Dynll1 Pebp1 Vps37b Rac1 Asns Akr1b8 Gpnmb Tra2a Cycs Mat2a Mthfd2 Depp1 Ptms Cd9 Cdc42ep5 Bcl3 Plaur Ethe1 Lypd3 Blvrb Rpl13a Ftl1 Mfge8 Rps3 Eif3f Rps13 Aldoa Urah Rplp2 Eif4ebp1 Msmo1 Use1 Dda1 Hmox1 Cyba Ldlr Fdx1 Tspan3 Rplp1 Rbm3 Mid1ip1 Rpl10 Xist TABULA_MURIS_SENIS_BLADDER_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BLADDER_ENDOTHELIAL_CELL_AGEING Eloc Arid5a Sema4c Nop58 Igfbp5 Usp37 Tuba4a Serpine2 Hdlbp Insig2 Mapkapk2 Csrp1 Ptgs2 Niban1 Rgs16 Ier5 Tor1aip1 4930523C07Rik Uap1 Ndufs2 Adamts4 Eprs Atf3 Akap12 Rps12 Tbc1d32 Gja1 Sar1a Sirt1 Jmjd1c Bcr Gstt1 Cstb Gpx4 Sbno2 Stk11 Cbarp Atp5d Midn Dot1l Gadd45b Eef2 Txnrd1 Btg1 Rap1b Ddit3 Snhg15 Upp1 Dnaaf10 Kcnmb1 Sqstm1 Ppp2ca Vdac1 Igtp Map2k3 2410006H16Rik Zfp287 Ndel1 Kdm6b Eif4a1 Eif5a Elp5 Gabarap Med31 Pafah1b1 Rpl23a Wsb1 Vmp1 Spag9 Cwc25 Krt23 Eif1 Stat3 Ddx5 Gna13 Fam104a Cdc42ep4 Slc9a3r1 H3f3b Mafg Slc16a3 Csnk1d Nol10 Odc1 Atxn7l1 Ifrd1 Dnajb9 Fbxo33 Hif1a Hspa2 Actn1 Tgfb3 Itpk1 Hsp90aa1 Eif5 Ckb Crip1 Abt1 H2bc4 Foxc1 Tubb2a Pxdc1 Ninj1 S1pr3 Nfil3 Cltb Isca1 Ell2 Arrdc3 Map1b Zfp131 Thrb Camk2g Plac9 Arf4 Mustn1 Oxnad1 Sncg Samd4 Lgals3 Pnp Rnase4 Dad1 Cenpj Sap18 Sox7 Ppp2r2a Stc1 Tpt1 Sub1 Ywhaz Zfp706 Azin1 Ccn3 Col14a1 Trib1 Ly6d Dgat1 Maff Atf4 Tob2 Snu13 Pim3 Slc38a2 Rnd1 Tuba1c Nr4a1 Krt8 Krt18 Litaf Txndc11 Myh11 Mzt2 Cebpd Ppp1r2 Mylk Kpna1 Pcnp Adamts1 Rcan1 Ets2 Zfp994 Thoc6 Tnfrsf12a Rps2 Ppard Srsf3 Cdkn1a Pim1 U2af1 Brd2 H2-Eb1 Stk19 Ier3 Vegfa Ccnd3 Trip10 Trmt61b Xdh Cyp1b1 Srsf7 Rhoq Calm2 Crem Tmem241 Etf1 Hspa9 Sting1 Hbegf Fgf1 Eif1a Synpo Txnl1 Nars Tubb6 Slc66a2 Chka Fosl1 Rela Slc3a2 Snhg1 Fth1 Gcnt1 Zfand5 Acta2 Fas Ch25h Pdlim1 Sorbs1 Avpi1 Lzts2 Oga Nolc1 Atp5md Gsto1 Itga8 Vim Tubb4b Ralgds Slc25a25 Rpl12 Hspa5 Rbm18 Nr4a2 Ppig Map3k20 Nfe2l2 Gm13889 Hipk3 Thbs1 Chp1 Lcmt2 Slc20a1 Pcna Dstn Srxn1 Chmp4b Eif2s2 Map1lc3a Trp53inp2 Procr Eif6 Myl9 Top1 Sdc4 Wfdc2 Cebpb Ptpn1 Fabp4 4932438A13Rik Noct Tsc22d2 Siah2 Kcnab1 Tiparp Ccnl1 Isg20l2 Lmna Rusc1 Pbxip1 Pmvk Tpm3 S100a6 Sprr1a Ivl Mcl1 Ngf Rhoc Gstm1 Synpo2 Tifa Ube2d3 Lmo4 Gem Pnrc1 Dnaja1 Ccdc107 Tpm2 Pde4b Exo5 Stk40 Snhg12 Sfn Rsrp1 Clic4 Efhd2 Errfi1 Klhl21 Cdk11b Cd36 Fgl2 Klhl7 Rheb Dnajb6 Il6 Fosl2 Ppp1cb Rnf4 Nop14 Rell1 Pgm1 Ugdh Chic2 Ythdc1 Areg Gbp4 Tmed5 Kctd10 Pxn Aldh2 Arpc3 Vps37b Ubc Chchd2 Rabgef1 Sbds Mepce Gpr146 Zfand2a Mafk Zfp655 Rpl21 Rasl11a Hsph1 Tspan12 Hilpda Cald1 Ndufb2 Mat2a Tgoln1 Hk2 Timp4 Bcl2l13 Tpi1 Gapdh Apold1 Emp1 Stk38l Ube2s Dmpk Gpr4 Relb Nectin2 Bcl3 Pvr Ethe1 Fbl Ppp1r14a Fxyd1 Rhpn2 Ftl1 Ppp1r15a Spty2d1 Synm Mfge8 Tlnrd1 Lrrc32 Rab6a Rrm1 Nrip3 Aldoa Bag3 Oat Inpp5a Irs2 Plat Tm2d2 Zfp703 Cpe Naf1 Gdf15 Jund Hmox1 Smarca5 Junb Mt2 Mt1 Rrad Utp4 Crispld2 Map1lc3b Tomm20 Casp4 Tmem123 Birc2 Birc3 Cnn1 Usp2 Tagln Rbm7 Arih1 Pkm Rplp1 Fem1b Rpl4 Gsta4 Eef1a1 Rassf1 Impdh2 Plcd1 Csrnp1 Rpl14 Rbm3 Ddx3x Fhl1 Flna Emd Gla Sat1 TABULA_MURIS_SENIS_BLADDER_LEUKOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BLADDER_LEUKOCYTE_AGEING Rnf149 Cd63 Ccl8 Ccl5 Lgals3 H2-K1 AW112010 Rbp4 B2m Fabp5 Sprr1a Gm5547 Dkk2 Chchd2 Lag3 TABULA_MURIS_SENIS_BRAIN_MYELOID_MACROPHAGE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_MYELOID_MACROPHAGE_AGEING Sdhc Tle5 Dcn Lum Sparc Ubb-ps Polr2a Ywhae Gga3 Arhgdia Etv1 Rnf44 Txn2 Cd47 Fkbp5 Psmb8 Cfl1 Ms4a7 Csf2ra Atp5c1 Plxdc2 Gsn Dync1i2 Spi1 P2ry12 Olfml3 Capzb Tmem119 Rab35 Tpcn1 Rpl6 Arpc3 Lat2 Arpc1b Pomp Alox5ap Col1a2 Tmsb10 Mgp Tmem160 Pld3 Rpl13a Rps3 Slco2b1 Ifitm2 Cotl1 Map1lc3b Cyba Shisa5 Plp1 TABULA_MURIS_SENIS_BRAIN_MYELOID_MICROGLIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_MYELOID_MICROGLIAL_CELL_AGEING Rpl7 Eef1b2 Aamp Itm2c Ptma Arl8a Fcgr2b Sdhc Fcer1g Cd48 Slamf9 Tagln2 Srgn Rrp1 Bsg Arhgap45 Gpx4 Atp5d Plekhj1 Oaz1 Nfic Tle5 Slc25a3 Dcn Lum Lyz2 Naca Myl6 Cd63 Rps27a Npm1 Rack1 Gpx3 Sparc Ubb Cd68 Eif5a Gabarap Arrb2 Cxcl16 Pfn1 Ywhae Lgals9 Tmem100 Nme2 Abi3 Rpl23 Rpl19 Igfbp4 Krt15 Krt14 Limd2 Cd300c2 Wbp2 Snhg20 Syngr2 Timp2 Lgals3bp Arhgdia Anapc11 Laptm4a Rps7 Vti1b Npc2 Calm1 Ifi27 Pld4 Prelid1 Tmed9 Ctsl Rps24 Dad1 Pabpn1 Psme1 Ctsb Clu Trim35 Dpysl2 Itm2b Tpt1 Rbm26 Basp1 Eif3h Ndufb9 Ly6e Ly6a Eef1d Grina Vps28 Rpl8 Rpl3 Syngr1 Tspo Fbln1 Pfdn5 Prr13 Atp5g2 Gpr84 Rtp4 Upk1b Ccdc80 Rpl24 Rnaset2b Atp6v0c Rps2 Gnptg Atp6v0e Rps10 Snrpc Rpl10a Cdkn1a Pi16 Rps18 H2-K1 H2-DMa Psmb9 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Gpsm3 Clic1 Ddah2 Csnk2b Aif1 H2-D1 Ppp1r18 Ppp1r11 H2-M3 Tomm6 Trem2 Cox7a2l Calm2 Reep5 Rps14 Cd74 Tubb6 Rpl17 Mbp Pold4 Sf3b2 Drap1 Cfl1 Prdx5 Ubxn1 Fth1 Hhex Csf2ra Vim Rpl7a Swi5 Rpl12 Gsn Rpl35 Gcg Serping1 Slc43a3 Spi1 Chst1 Lmo2 Emc7 B2m Ddrgk1 Cst3 Map1lc3a Pkig Stx16 Ctsz Adrm1 Fabp4 Anxa5 Tm4sf1 Rps3a1 Naxe Tpm3 Psmd4 Ctss Plekho1 Sf3b4 Gstm1 Rps20 Gng10 Rps6 Akr1a1 Prdx1 Atp6v0b Ybx1 Cd52 Sh3bgrl3 Tmem50a Syf2 Fuca1 Rpl11 C1qb C1qc C1qa Capzb Efhd2 Gnb1 Sdf4 Rpl9 Ociad1 Cxcl1 Rpl5 Crlf2 Crybb1 Gltp Srsf9 Rplp0 Pebp1 Rpl6 Erp29 Arpc3 Orai1 Lat2 Fis1 Tsc22d4 Ppp1r35 Lamtor4 Bri3 Arpc1b Rpl21 Pomp Serbp1 Capg Tmsb10 Dok1 Tex261 Camk1 Arpc4 Rpl32 Lag3 Ptms Gapdh Cd9 Clec7a Hebp1 Mgp Arhgdib Ldhb Rps9 Rpl28 Rps5 Chmp2a Ube2m Selenow Tmem160 Ap2s1 Apoe Rabac1 Pou2f2 Exosc5 Rps16 Eif3k Tyrobp Scn1b Chst8 Klk8 Emc10 Rps11 Rpl13a Cd37 Ftl1 Rpl18 Kdelr1 Ldha Tmem86a Selenos Zfp710 Thrsp Rps3 Lamtor1 Eif3f Rpl27a Rps13 Coro1a Ypel3 Aldoa Ino80e Vkorc1 Rgs10 Ifitm3 Rplp2 Tspan4 Lsp1 Cd81 Tnfsf13b Ddhd2 Slc25a4 Aga Lpl Ssbp4 Lrrc25 Ifi30 Rpl18a Bst2 Lyl1 Gadd45gip1 Cotl1 Cox4i1 Irf8 Cyba Rpl13 Cdc37 Usp2 Cadm1 Pkm Rplp1 Rpl4 Anxa2 Eef1a1 Tmed3 Ctsh Rpl29 Naa80 Gpx1 Shisa5 Trex1 Rpsa Rpl14 Rbm3 Tspan7 Mid1ip1 Slc25a5 Bgn Rpl10 Rps4x Xist Plp1 Tmsb4x TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_ASTROCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_ASTROCYTE_AGEING Rdh10 Arid5a Kansl3 Pdcl3 Pou3f3 Tmeff2 Stat1 Clk1 Aamp Pde6d Phlpp1 Inhbb Arl8a Shisa4 Arpc5 Pigc Myoc Prrc2c Nme7 Mpzl1 Sdhc Tagln2 Kcnk2 Mtrf1l Sf3b5 Ifngr1 Specc1l Snrpd3 Lrrc75b Ddt Mif Chchd10 Rrp1 Gpx4 Cirbp Oaz1 Matk Nfic Tle5 Washc3 Ndufa12 Dcn Tmtc2 Csrp2 Lyz2 Dtx3 Lrp1 Nabp2 Sarnp Cd63 Bloc1s1 Selenom Emid1 Mdh1 Acyp2 Bod1 Npm1 Hint1 Gpx3 Sparc Ubb Ubb-ps Kdm6b Eif5a Psmb6 Pld2 Pfn1 Trp53i13 Rab34 Aldoc Lgals9 Synrg Gm11627 Kansl1 Limd2 Psmd12 Sox9 Fam104a H3f3b Wbp2 Syngr2 Baiap2 Arl16 Arhgdia Anapc11 Ncoa1 Hpcal1 Tspan13 Snx6 2700097O09Rik Trappc6b Fkbp3 Pygl Rhoj Vti1b Npc2 Isca2 Fos Irf2bpl Sel1l Lgmn Ifi27 Yy1 Dync1h1 Crip2 Ssr1 Tmem14c Mylip Tmed9 Cxcl14 Tgfbi Hnrnpa0 Ctsl Dnajc9 Mrps16 Rps24 Selenok Prxl2a Mapk1ip1l Lgals3 Arhgef40 Pabpn1 Nedd8 Sap18 Trim13 Fndc3a Zc3h13 Klf5 Rbm26 Cct5 Pabpc1 Ndufb9 Myc Phf20l1 Ly6d Vps28 Ift27 Gcat Gtpbp1 Phf5a Tspo Kif21a Ano6 Hdac7 Pfdn5 Pcbp2 Ubald1 Pmm2 Ube2l3 Bdh1 0610012G03Rik Tnk2 Hacd2 Slc15a2 Boc Filip1l Mpc1 Sod2 Has1 Hcfc1r1 Gfer Haghl Mettl26 Cuta Uqcc2 Nudt3 Snrpc Pfdn6 H2-K1 Brd2 Psmb9 Psmb8 Hspa1a H2-D1 Cdc5l Vegfa Yipf3 Mrpl2 Tomm6 Tubb4a C3 Calm2 Foxn2 Psd2 Pura Cystm1 Pfdn1 Ik Eno1b Csf1r Tubb6 Tcirg1 Gstp1 Sf3b2 Drap1 Cfl1 Malat1 Arl2 Nrxn2 Prdx5 Fkbp2 Vegfb Otub1 Ubxn1 Uqcc3 9930021J03Rik Oga Cuedc2 Arl3 Sfr1 Gsto1 Vim Ehmt1 Ssna1 Phpt1 Dnlz Endog Fnbp1 Abl1 Swi5 Eng Gsn Ssb Psmc3 Phf21a Emc4 Srp14 Mfap1b B2m Mertk Snrpb Naa20 Dynlrb1 Eif6 Rbm39 Nnat Dbndd2 Ptpn1 Adrm1 Nkain4 Prkci Cldn11 Sox2 Elf2 Tm4sf1 Commd2 Dhx36 Lxn Gria2 Paqr6 Lmna Gon4l Ube2q1 S100a16 S100a10 Psmb4 Rfx5 Rhoc Lrif1 Gstm5 Gstm1 Sypl2 Taf13 Gtf2b Lmo4 Trp53inp1 Ripk2 Pnrc1 Anp32b Atp6v1g1 Megf9 Dmac1 Psip1 Plpp3 Tut4 Kti12 Akr1a1 Atp6v0b Ipo13 Ybx1 1110065P20Rik Lsm10 Zmym6 Atpif1 Rps6ka1 Hmgn2 Sh3bgrl3 Stmn1 Mtfr1l Syf2 Srrm1 Camk2n1 Szrd1 Spen Mfn2 Fbxo2 Ubiad1 Park7 Per3 Lrrc47 Prdm16 Hes5 Gnb1 Aurkaip1 Sri Psmc2 Srpk2 Rheb Hadha Fosl2 Ywhah Gm1673 Add1 Sod3 Smim20 Rest Igfbp7 Cxcl1 Wdfy3 Tmem119 Dynll1 Rplp0 Dtx1 Rpl6 Rsrc2 Pitpnm2 Abhd11 Dnajc30 Mdh2 Pcolce Tsc22d4 Lamtor4 Sun1 Usp42 Pomp Hmgb1 Rarres2 Tra2a Tigd2 Vamp8 Capg Suclg1 Spr Sfxn5 Nat8f3 Snrnp27 Iqsec1 Tmem43 Crbn Gt(ROSA)26Sor Camk1 Arpc4 Grcc10 Ptms Tulp3 Hebp1 H2aj Mgp Arhgdib Mgst1 Ldhb Fgfr1op2 Myadm Rps9 Zfp444 Selenow Napa Tmem160 Calm3 Ppp5c Bckdha Hnrnpul1 Rab4b Mrps12 Eif3k Capns1 Fxyd1 Etfb Lrrc4b Ap2a1 Rpl13a Ftl1 Ppp1r15a Mrps11 Mir9-3hg Idh2 Ngrn Sec11a Ramac Fam181b Rps3 Inppl1 Rhog Eif3f Btbd10 Mettl9 Nsmce1 Xpo6 Nupr1 Bub3 Lhpp Fuom Ifitm3 Taldo1 Cend1 Tspan4 Lsp1 Ccnd1 Arglu1 Ubxn8 Frg1 Tenm3 Cope Jund Mpv17l2 Rpl18a Adgrl1 Gadd45gip1 Vps35 Psme3ip1 Mtss2 Cotl1 Rpl13 Pard3 Olfm2 Thy1 Commd4 Cox5a Clk3 Rpl4 Hmgn3 Tmed3 Rasa2 Mras Trf Hyal2 Naa80 Wdr6 Ip6k2 Shisa5 Zfp651 Syp Pqbp1 Pcsk1n Syn1 Cfp Hprt Rtl8c Slc9a6 Naa10 Fam50a Yipf6 Tceal9 Gpr173 Mageh1 Sat1 Tmsb4x Erdr1 TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_BRAIN_PERICYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_BRAIN_PERICYTE_AGEING Cox5b Inpp4a Unc50 Pdcl3 Sumo1 Klf7 Fn1 Zfand2b Tuba4a Ptma Ramp1 Dbi Ubxn4 Btg2 Chil1 Lmod1 Phlda3 Tmem9 Rgs2 Prg4 1700025G04Rik Abl2 Mpc2 Ildr2 Mgst3 Sdhc Pcp4l1 Pfdn2 Tagln2 H3f3a Cnih4 Rrp15 Atf3 Nhsl1 Cisd1 Bcr Snrpd3 Gstt1 Mif Smarcb1 Chchd10 Mcm3ap Col6a1 Cstb Bsg Polr2e Gpx4 Atp5d Cirbp Ndufs7 Rps15 Oaz1 Timm13 Gadd45b Map2k2 Dapk3 Hmg20b Nfic Tle5 Nt5dc3 Slc25a3 Ndufa12 Lum Ppfia2 Csrp2 Cand1 Mon2 R3hdm2 Ndufa4l2 Naca Nabp2 Myl6 Rpl41 Sarnp Cd63 Bloc1s1 Selenom Uqcr10 Mrps24 H2az2 Mdh1 Commd1 Npm1 Pttg1 C1qtnf2 Sar1b Uqcrq Irf1 Hint1 Rasd1 Tmem11 Ubb Ubb-ps Kdm6b Polr2a Gps2 Eif5a Gabarap Slc16a11 Psmb6 Pfn1 Spag7 Txndc17 Mnt Wdr81 Trarg1 Ift20 Dusp14 Bcas3 Dynll2 Nme2 Itga3 Abi3 Atp5g1 Copz2 Tbkbp1 Mllt6 Psmb3 B230217C12Rik Mien1 Ormdl3 Krt15 Krt14 Dhx58 Coa3 Aarsd1 Rnd2 Gm11627 Psmc5 Fam104a Atp5h H3f3b Wbp2 Mettl23 Syngr2 Arhgdia Anapc11 Laptm4a Rps7 Ap4s1 Psma6 Nfkbia Trappc6b Psma3 Jkamp Akap5 Srsf5 Npc2 Ift43 Ifi27 Crip1 Elmo1 Zscan26 H2bc4 Tmem14c Nol7 Ninj1 Gadd45g Sfxn1 Higd2a Cltb Tmed9 Dapk1 Ctsl Uqcrb Med10 Ndufs6 Mtx3 Btf3 Mocs2 Dnajc9 Selenok Mustn1 Spcs1 Sncg Samd4 Mapk1ip1l Lgals3 Ang Mettl3 Dad1 Acin1 Pabpn1 Psme2 Nedd8 R3hcc1 Pdlim2 Tpt1 Akap11 Dgkh Klf5 Rbm26 Dnajc3 Zic2 Sub1 Zfp622 Fbxl7 Cox6c Dcaf13 Rad21 Ndufb9 Chrac1 Slc45a4 Ly6d Ly6e Ly6a Ly6c1 Grina Cyc1 Vps28 Txn2 C1qtnf6 Rpl3 Polr3h Snu13 Smdt1 Tspo Twf1 Slc38a2 Rnd1 Cox14 Atg101 Igfbp6 Pfdn5 Prr13 Atp5g2 Ubald1 Marf1 Cebpd Thap7 Dgcr6 Ranbp1 Gp1bb Sst Hes1 Ndufb4 Ccdc80 Atg3 Rpl24 Atp5j Sod1 Eva1c Son Atp5o Cbr1 Pigp Hmgn1 Gtf2h5 Rnaset2b Mpc1 Sod2 Smoc2 Psmb1 Hcfc1r1 Tnfrsf12a Elob Atp6v0c Mlst8 Rps2 Ndufb10 Stub1 Mettl26 Mrpl28 Atp6v0e Cuta Uqcc2 Rps10 Snrpc Rpl10a Cdkn1a Pi16 Tbc1d22b U2af1 Zfp414 Ndufa7 Pfdn6 Rps18 H2-K1 H2-Aa Ehmt2 Lsm2 Clic1 Ddah2 Csnk2b Prrc2a H2-D1 Ier3 Ppp1r11 Mrps18a Yipf3 Mea1 Tomm6 Daam2 Micos13 Rpl36 Ndufa11 Clpp Ndufv2 Myl12b Myl12a Birc6 Cdc42ep3 Calm2 Iws1 Epb41l4a Reep5 Cxxc5 Cystm1 Pfdn1 Hbegf Ndufa2 Lox Rps14 Cd74 Tubb6 Rpl17 BC031181 Ndufs8 Gstp1 Cdk2ap2 Pold4 Pacs1 Banf1 Drap1 Ccdc85b Cfl1 Fam89b Ltbp3 Fau Zfpl1 Arl2 Rasgrp2 Prdx5 Fkbp2 Vegfb Dnajc4 Cox8a Ubxn1 Ahnak Fth1 Fam111a Anxa1 Il33 Ndufb8 Oga Ldb1 Cuedc2 Arl3 Slk Tcf7l2 Fam204a Cdc123 Gata3 Atp5c1 Dnajc1 Tmem203 Ssna1 Edf1 Bmyc Tmem250-ps Set Lrrc8a Ntmt1 Swi5 Lrsam1 Rabepk Ndufa8 Rpl35 Nr4a2 Atp5g3 Prkra Fam171b Med19 Ndufs3 Psmc3 Gm13889 Rcn1 Ano3 Emc4 Srp14 Ehd4 Serf2 B2m Snrpb Mrps26 Ddrgk1 Dtd1 Cst3 Id1 Cox4i2 Foxs1 Commd7 Dynlrb1 Map1lc3a BC029722 Eif6 Scand1 Myl9 Manbal Pkig Sdc4 Sys1 Dbndd2 Ncoa3 Snai1 Ube2v1 Cebpb Ptpn1 Dpm1 Ctsz Psma7 Adrm1 Ppdpf Cldn11 Ndufc1 Setd7 Ccnl1 Lxn Kpna4 Gpatch4 Naxe Pmf1 Lmna Lamtor2 Scamp3 Hax1 Jtb S100a1 S100a6 S100a11 Psmb4 Selenbp1 Psmd4 Vps72 Plekho1 Sf3b4 Polr3gl Rbm8a Rhoc Rap1a Atp5pb Gstm1 1810037I17Rik Rpl34-ps1 Pkn2 Gng5 Nexn Rps20 Chchd7 Pnrc1 Ndufb6 Enho Dctn3 Il11ra1 Ccdc107 Tpm2 Tln1 Tomm5 Anp32b Klf4 Lpar1 Ptgr1 Gng10 Atp6v1g1 Plpp3 Uqcrh Akr1a1 Atp6v0b Ebna1bp2 Ybx1 Eva1b Psmb2 Eif3i Tmem234 Zcchc17 Atpif1 Sfn Hmgn2 Sh3bgrl3 Syf2 Rpl11 Id3 Hnrnpr Nbl1 Micos10 Mrto4 Szrd1 Park7 Thap3 Gnb1 Ssu72 Psmc2 Srpk2 Rheb Ost4 Nat8l Mxd4 Grpel1 Med28 Smim20 Rpl9 Smim14 Ube2k Sgcb Cxcl1 Mrps18c Nudt9 Pkd2 Zfp326 Iscu Cabp1 Dynll1 Cox6a1 Rplp0 Pebp1 Rpl6 Erp29 Vps29 Arpc3 Arl6ip4 Chchd2 Bud23 Mdh2 Prkrip1 Fis1 Trim56 Mospd3 Ppp1r35 Lamtor4 Pdgfa Bri3 Arpc1b Atp5j2 Rpl21 Polr1d Pomp Hmgb1 Kl Gng11 Sem1 Ndufa4 Ndufa5 Hilpda Atp6v1f Bpgm Wdr91 Ndufb2 Gimap4 Tmem176b Cycs Nod1 Serbp1 Mrpl35 Vamp8 Capg Tmsb10 Suclg1 Mrpl19 Spr Nfu1 Mgll Camk1 Vgll4 Rpl32 Phb2 Spsb2 Ptms Chd4 Cd9 Ndufa9 Tulp3 Dusp16 Apold1 Mgp Ldhb Mrps35 Leng1 Rps9 Cdc42ep5 Rdh13 Zfp524 Rps5 Chmp2a Ube2m Selenow Tmem160 Ap2s1 Snrpd2 Vasp Ercc1 Apoe Cadm4 Rps19 Rabac1 Bckdha Snrpa Sertad1 Zfp36 Med29 Mrps12 Eif3k Spint2 Ppp1r14a Capns1 Tbcb Polr2i Usf2 Fxyd5 Fxyd1 Etfb Atf5 Akt1s1 Rras Rps11 Rpl13a Pih1d1 Ftl1 Emp3 Ptpn5 Klf13 Mrps11 Idh2 Rps3 Mrpl48 Plekhb1 Lamtor1 Cavin3 Mrpl17 Rpl27a Psma1 Chp2 Nsmce1 Nupr1 Ypel3 Ino80e Pagr1a Maz Bcl7c Vkorc1 Insyn2a Ifitm2 Ifitm3 Rplp2 Mrpl23 Tssc4 Cdkn1c Mrgpre Nsd3 Ddhd2 Eif4ebp1 Dctn6 Hmgb2 Ndufa13 Cope Crtc1 Rex1bd Uba52 Lsm4 Jund Rab3a Mpv17l2 Ifi30 2010320M18Rik Ccdc124 Rpl18a Use1 Babam1 Bst2 Zfp709 Sin3b Ndufb7 Tecr Mir24-2 D8Ertd738e Ier2 Gadd45gip1 Junb Mt2 Mt1 Rrad Ciao2b Tppp3 Psmd7 Gabarapl2 Cmc2 Hsbp1 Cox4i1 Cyba Trappc2l Rpl13 Zfp560 Pin1 Cdc37 Cdkn2d Pigyl Usp2 Atp5l Scn2b Sdhd Hspb2 Cryab Wdr61 Cox5a Hexa Rplp1 Anp32a Ppib Anxa2 Mapk6 Hmgn3 Tmed3 Faim Nudt16 Acy1 Manf Rassf1 Naa80 Gpx1 Shisa5 Trex1 Tma7 Xirp1 Rpsa Rpl14 Exosc7 Pqbp1 Rbm3 Ndufb11 Slc25a5 Ndufa1 Cetn2 Idh3g Ssr4 Emd Brcc3 Hmgn5 Tceal8 Tceal9 Bex3 Hsd17b10 Iqsec2 Nbdy Sat1 Eif1ax Phka2 Zrsr2 Tmsb4x TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_ENDOTHELIAL_CELL_AGEING Inpp4a Pdcl3 Klf7 Ptma Fmo1 Fmo2 Sdhc Pcp4l1 Pfdn2 Mtarc2 Mif Bsg Polr2e Gpx4 Atp5d Ndufs7 Oaz1 Nfic Tle5 Ndufa12 Tmbim4 Nabp2 Bloc1s1 Selenom Zmat5 H2az2 C1d Commd1 Pttg1 Flt4 Hint1 Gpx3 Gm2a Lypd8 Ubb Ubb-ps Kdm6b Eif5a 0610010K14Rik Psmb6 Pfn1 Spag7 Atp5g1 Copz2 Mllt6 Psmb3 Mien1 Krt15 Krt14 Cnp Ramp2 Rdm1 Icam2 Mrpl58 Atp5h H3f3b Wbp2 Arhgdia Anapc11 Cenpx Laptm4a Id2 Rps7 Arl4a Vti1b Ahsa1 Calm1 Ifi27 Ckb Crip2 Crip1 Zscan26 Cltb Tmed9 Selenok Spcs1 Rnase4 Dad1 Nedd8 Clu Dpysl2 Rbm26 Zic2 Sub1 Ndufb9 Chrac1 Ly6a Eef1d Vps28 Txn2 Rpl3 Smdt1 Ndufa6 Tspo Twf1 Hdac7 Kmt2b Krt8 Krt18 Pfdn5 Prr13 Atp5g2 Ubald1 Marf1 Cldn5 Rpl24 Sod1 Pigp Rnaset2b Sft2d1 Atp6v0c Ndufb10 Atp6v0e Nudt3 Snrpc Rps18 H2-K1 Psmb9 H2-Ab1 Lsm2 Clic1 Csnk2b H2-D1 H2-Q6 Ier3 Tubb5 Ppp1r11 Mea1 Tomm6 Micos13 Ndufa11 Clpp Tubb4a Ndufv2 Myl12a Cox7a2l Calm2 Reep5 Cystm1 Cd74 BC031181 Smad7 Mbp Cyb5a Ndufs8 Gstp1 Cdk2ap2 Sf3b2 Drap1 Ccdc85b Cfl1 Zfpl1 Arl2 Prdx5 Trmt112 Bad Fkbp2 Cox8a Plaat3 Polr2g Fth1 AW112010 Acta2 Ndufb8 Arl3 Ptgds Tmem250-ps Egfl7 Lrrc8a BC005624 Swi5 Rpl35 Atp5g3 Psmc3 Emc4 Emc7 Rtf1 Serf2 B2m Snrpb Ddrgk1 Cst3 Tcf15 Id1 Pdrg1 Dynlrb1 Map1lc3a BC029722 Eif6 Rbm39 Scand1 Myl9 Pkig Sdc4 Acot8 Adrm1 Stmn2 Skil Cldn11 Lxn Naxe Lamtor2 Syt11 Rps27 S100a1 S100a13 S100a16 S100a6 S100a11 Psmd4 BC028528 Sf3b4 Polr3gl Rbm8a Rhoc Gstm2 Gstm1 1810037I17Rik Ostc Rpl34-ps1 H2az1 Rps20 Dctn3 Hint2 Hrct1 Klf4 Atp6v1g1 Acer2 Trappc3 Psmb2 Tmem234 Atpif1 Sh3bgrl3 Fam110d Stmn1 Tmem50a Syf2 Rpl11 Alpl Ece1 Szrd1 Dhrs3 Park7 Gnb1 Gatad1 Fosl2 Rpl9 Smim14 Iscu Dynll1 Pebp1 Rpl6 Arpc3 Mdh2 Fis1 Znhit1 Lamtor4 Bri3 Pomp Gng11 Smim30 Atp6v1f Tmem176b Vamp5 Vamp8 Capg Tmsb10 Tex261 Spr Gkn3 Brk1 Rpl32 Depp1 Tpi1 Ptms Gapdh Mrpl51 Cd9 Vwf Mgp Mgst1 Ldhb Rps9 Rps5 Chmp2a Selenow Tmem160 Ap2s1 Pglyrp1 Apoe Rabac1 Exosc5 Zfp36 Mrps12 Lgals4 Eif3k Aplp1 Psenen Rbm42 Mag Fxyd5 Klk1 Akt1s1 Rpl13a Ftl1 Kdelr1 Ldha Klf13 Cib1 Furin Ndufc2 Rps3 Plekhb1 Lamtor1 Cavin3 Rps13 Aldoa Bcl7c Ifitm2 Ifitm3 Tspan4 Nsd3 Ddhd2 Ankrd37 Rex1bd Ssbp4 Jund Ccdc124 Rpl18a Bst2 Klf2 Ndufb7 Mir24-2 Ier2 Gadd45gip1 Trir Gabarapl2 Hsbp1 Cox4i1 Cyba Rpl13 Smco4 Pin1 Cdkn2d Elof1 Atp5l Apoa1 Fdx1 Cox5a Rplp1 Ppib Anxa2 Gtf2a2 Tmed3 Plscr1 Trf Tma7 Ccdc12 Cmtm8 Rpsa Mobp Eif1b Rpl14 Ndufb11 Slc25a5 Tceal9 Plp1 Mageh1 Gpm6b Tmsb4x TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_INTERNEURON_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_INTERNEURON_AGEING Dpt Hsd11b1 Psap Bsg Dcn Lin7a Atp5b Adcy1 Sqstm1 Mfap4 Ubb-ps Krt14 H3f3b Rbfox3 Rtn1 Fos Meg3 Diras2 Cplx2 Map1b Zic2 Fbln1 Srrm2 Atp6v0c H2-K1 H2-Aa H2-D1 Hsp90ab1 Malat1 Nrxn2 Acta2 Scn2a Neurod1 Snap25 Snhg11 Ppp3ca Ccn1 Prdx1 Mxra8 Rplp0 Caln1 Ndufa4 Emc10 Prkcb Ypel3 Aldoa Micu3 Gpm6a Jund Abhd8 Cbln1 Calb2 Morf4l1 Pcsk1n TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_NEURON_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_NEURON_AGEING Terf1 Adgrb3 Amer3 Rnf149 Gm16894 Col3a1 Wdr75 Cyp20a1 Kansl1l Arpc2 Ctdsp1 Ptprn Obsl1 Stk11ip Slc4a3 Armc9 Lrrfip1 Bcl2 3110009E18Rik Fcmr Nfasc Zbed6 Btg2 Chil1 Csrp1 Kif21b Dennd1b Cfh 1700025G04Rik Lamc1 Acbd6 Qsox1 Pfdn2 Atp1a2 Dusp23 Fmn2 Fh1 Ginm1 Sf3b5 Clvs2 Fig4 Pdss2 Ddit4 Ado Gstt1 Chchd10 S100b Mcm3ap Slc1a6 Hcn2 Palm R3hdm4 Tmem259 Cirbp Rps15 Adamtsl5 Abhd17a Csnk1g2 Plekhj1 Sf3a2 Diras1 Map2k2 Pias4 Dapk3 Matk 4930404N11Rik Celf5 Tle5 1190007I07Rik Txnrd1 Nuak1 Mterf2 Ano4 Actr6 Nr2c1 Ndufa12 Dcn Lum Gm15663 Frs2 Lyz2 Mon2 Mettl1 Dtx3 Lrp1 Nabp2 Mrps24 H2az2 Adcy1 Zpbp Grb10 Fam161a Pus10 Fem1al Gpx3 Tnip1 Slc36a1 Sparc Atox1 Gria1 Sap30l Mrpl22 Zfp692 Lypd8 Mfap4 Ulk2 Rpl26 Slc25a35 Ctc1 Borcs6 Per1 Chd3 Tmem88 Kdm6b Fxr2 Fgf11 Acadvl Pelp1 Arrb2 Mink1 Pfn1 Spns2 Cyb5d2 Tsr1 Serpinf1 Myo1c Mrm3 Sez6 Aldoc Cdk5r1 Ap2b1 Rasl10b Dynll2 Tmem100 Stxbp4 Cacna1g Col1a1 Ppp1r9b Nxph3 Snf8 Ube2z Srcin1 Pcgf2 Cdk12 Neurod2 Ppp1r1b Mien1 Casc3 Ccr7 Krt15 Fkbp10 Ptges3l Rnd2 Tmem101 Hdac5 Rundc3a Fam171a2 Gpatch8 Adam11 Efcab15 Arhgap27 Taco1 Map3k3 Cep95 Wipi1 Fam20a Cog1 Fam104a D11Wsu47e Nt5c Jpt1 Trim47 Rnf157 Ube2o Sec14l1 Cyth1 Cant1 C1qtnf1 Rbfox3 Baiap2 Bahcc1 Pcyt2 Pycr1 Rfng Tbcd Pomc Ptrhd1 Fam228b Itgb1bp1 Rps7 Sh3yl1 Cdhr3 Nova1 G2e3 Mbip Fkbp3 Mdga2 4930512B01Rik Pigh Mideas Arel1 Ift43 Glrx5 Tunar Evl Begain Inf2 Jag2 Dync2i1 Akr1e1 Lgals8 H2ac13 H2bc4 Aldh5a1 Dcdc2a Serpinb6a Ripk1 Tbc1d7 Rnf182 Nup153 Phf2 Card19 B4galt7 Pcbd2 Zfp708 Zfp874b Zfp85os Med10 Pcsk1 Gpr150 Nr2f1 AW495222 Pde8b Nln Ndufaf2 Gpx8 Fam3d Mrps16 Comtd1 Rps24 Glt8d1 Ercc6 Tspan14 Gpr137c Klhl33 Ndrg2 Arhgef40 Chd8 Pabpn1 Zfhx2 Pck2 Msra Mir124a-1hg Stmn4 R3hcc1 Ccar2 Sorbs3 Serp2 Uchl3 Mycbp2 Selenop BC037032 Slc1a3 Basp1 Zfp622 Trio Ctnnd2 Rpl30 4930413F20Rik Mrpl13 9130401M01Rik Adgrb1 Them6 Ly6h Tigd5 Pycrl Sharpin Gpt Lrrc14 Zfp647 Cacng2 Pvalb Kctd17 Cdc42ep1 Gga1 Ankrd54 Pick1 Tab1 L3mbtl2 Srebf2 Phf21b 5031439G07Rik Fbln1 Gramd4 Panx2 Mapk11 Sco2 Shank3 Prickle1 Irak4 Hdac7 Tuba1c Smarcd1 Acvrl1 Krt8 Prr13 Atp5g2 Ppp1r1a Adcy9 Nagpa Clec16a Txndc11 Cebpd Dgcr6 Cldn5 Yeats2 Abcc5 Gm15760 Vwa5b2 Tmem41a Tnk2 Mylk Adcy5 Sema5b Ndufb4 Sidt1 Ccdc80 Phldb2 Adamts1 Ifnar1 Vps26c Kcnj6 Pcp4 Mpc1 Sft2d1 Thoc6 Atp6v0c Tedc2 Pgp Unkl Tsr3 Haghl AI413582 Snrpc Anks1 Lhfpl5 Kctd20 Stk38 Zfand3 U2af1 Akap8 Cyp4f16 Kank3 Zbtb22 Rgl2 H2-K1 Ring1 H2-Aa H2-Eb1 Prrt1 Dxo Skiv2l Ehmt2 Ddah2 Nfkbil1 H2-D1 A930015D03Rik Ppp1r11 Slc25a27 Vegfa Gtpbp2 Cul9 Srf Pex6 Tomm6 Tomm6os St6gal2 Sema6b Ptprs Safb2 Mllt1 Khsrp Ralbp1 2410021H03Rik Ltbp1 Heatr5b Prkd3 Prkce Ccny Kctd1 Rnf138 Elp2 Sap130 Ammecr1l Cystm1 Pfdn1 Taf7 Pcdhgc4 Rell2 Kctd16 Fem1c Ppic Prrc1 Rbm22 Cd74 Camk2a Elac1 Acaa2 Rpl17 Smad7 Rnf165 Pstpip2 Epg5 Mbp Mrpl21 Chka Coro1b Ankrd13d Sptbn2 Cnih2 Klc2 Pacs1 Drap1 Ccdc85b Zfpl1 Nrxn2 Gpr137 Vegfb Ubxn1 Fth1 Syt7 Mrpl16 Mamdc2 9930021J03Rik Exoc6 Exosc1 Sema4g Sfxn3 Fbxl15 Mfsd13a Arl3 Taf5 Gucy2g Rab11fip2 Il15ra Rsu1 Vim Arl5b Dnajc1 Rnf208 Grin1 Ptgds Ajm1 Nacc2 Inpp5e Ralgds Gtf3c5 Tsc1 Trub2 Endog Kyat1 Ptpa Asb6 BC005624 Usp20 Swi5 Slc25a25 Niban2 Gsn Rpl35 Phospho2 Klhl23 Gad1 Mettl8 Pdk1 Rapgef4 Zfp804a Med19 Ypel4 Nup160 C1qtnf4 Ptpmt1 Madd Dgkz Mapk8ip1 Chst1 Gm13889 Prr5l Commd9 Slc1a2 Cat Tcp11l1 Ccdc73 Rtf1 Tyro3 Pla2g4b Pla2g4e Lcmt2 Mfap1b Eif3j2 B2m Gatm Slc30a4 Mtln Zc3h6 Sirpa Lzts3 Rrbp1 Kiz Xrn2 Cst3 Sdcbp2 Snph Pxmp4 Chmp4b Eif6 Rbm12 Scand1 Manbal Src Sdc4 Pltp Zfp335 Trp53rkb Stau1 Ptgis B4galt5 Pmepa1 Stx16 Gm14295 Dido1 Gid8 Zgpat Fabp5 Mfn1 Ttc14 Atp11b Nhlrc3 Exosc8 Wwtr1 Schip1 Ift80 Kpna4 Gm20754 Rps3a1 Mrpl24 1700113A16Rik Clk2 Il6ra S100a16 Tchh Them4 Celf3 Scnm1 Cdc42se1 Mrps21 Plekho1 Acp6 Hmgcs2 Phgdh Cttnbp2nl Gstm6 Gstm1 S1pr1 Dpyd Synpo2 Mettl14 Gar1 Hadh Ppa2 Adh1 Lmo4 Ctbs Rpf1 Rps20 Tmem67 Rmdn1 Pnisr Rars2 Fam205c Klf4 Epb41l4b Pappa Lurap1l Focad Dock7 Slc35d1 Plpp3 Lrrc42 Scp2 Zfyve9 Agbl4 Bend5 Ppcs Foxj3 Pou3f1 1110065P20Rik Stk40 AU040320 Zfp362 Hpca Iqcc Tmem39b Serinc2 Mecr Smpdl3b Fam110d Pafah2 Clic4 Srrm1 Ncmap Lypla2 Camk2n1 Iffo2 Vps13d Plod1 Clcn6 Fbxo2 Nmnat1 Icmt Chd5 Tmem240 Mrpl20 1700109H08Rik Magi2 5031425E22Rik Agap3 Smarcd3 Eif2b4 Mrpl33 Gm1673 Mxd4 Ablim2 Zbtb49 Qdpr Sod3 Smim20 Arap2 Tbc1d1 N4bp2 Atp8a1 Fryl Cep135 Anxa3 Fgf5 Enoph1 5430416N02Rik Hsd17b11 Tmem175 Gm15446 Gtpbp6 Galnt9 Ulk1 Fbxw8 Med13l Brap Arpc3 Hip1r Arl6ip4 Pitpnm2 Dhx37 Aacs Caln1 Auts2 Clip2 Dnajc30 Vps37d Nsun5 Srrm3 Polr2j Vgf Ufsp1 Gigyf1 Gnb2 Ppp1r35 Mblac1 Lamtor4 Adap1 Gper1 Ap5z1 Radil Zdhhc4 Bri3 Trrap Arpc1b Rasl11a Col1a2 Sgce Pon2 Cttnbp2 Arf5 Lrrc4 Luc7l2 Zyx Zfp786 Zfp956 Malsu1 Hpgds Particl Capg Tgoln1 Tmsb10 Tex261 Exoc6b Spr Nat8f4 Gfpt1 Isy1 Gm15612 4930590J08Rik Gpr27 Shq1 Itpr1 Vgll4 Timp4 Rpl32 Rasgef1a Slc25a18 Grcc10 Gpr162 Ptms Pianp Ing4 Chd4 Cd9 Grin2b Mgp Iapp Caprin2 Prkcg Tfpt Ttyh1 Rdh13 Ppp1r12c Zfp787 Zfp324 Ube2m Selenow Ccdc9 Tmem160 Mypop Snrpd2 Trappc6a Apoe Zfp111 Zfp428 Zfp575 Cd177 Grik5 Megf8 B9d2 Numbl Sptbn4 Ttc9b Map3k10 Fbl Zfp36 Samd4b Mrps12 Fam98c Spint2 Dpf1 Zfp82 Gm5113 Polr2i Mag Fxyd1 Gpatch1 Pdcd5 Lrrc4b Ap2a1 Cpt1c Prrg2 Fcgrt Rpl13a Ftl1 Bax Car11 Dbp Sphk2 Rpl18 Sult2b1 Ptpn5 Prmt3 A230057D06Rik Otud7a Mtmr10 Tarsl2 Adamts17 B130024G19Rik 1500012K07Rik Akap13 Mir9-3hg Prc1 Crtc3 Iqgap1 Ctsc Lrrc32 Rps3 C2cd3 Mrpl48 Stard10 Trim68 Tmc7 Eri2 Polr3e Usp31 Arhgap17 Hs3st4 Bola2 Mapk3 Ino80e Taok2 Asphd1 Sez6l2 Maz Zfp771 Tgfb1i1 Pstk Gm10584 Zranb1 Glrx3 B4galnt4 Cracr2b Ifitm10 Ins2 Tssc4 Pnpla6 Pet100 Agpat5 Adgra2 Dctn6 Pdlim3 Rwdd4a Cdkn2aip Ncan Nr2c2ap Slc25a42 Rex1bd Ell Ssbp4 Lsm4 Jund Mpv17l2 Mast3 Map1s Plvap Zfp827 Ndufb7 Adgrl1 Brme1 Cacna1a Gadd45gip1 Mast1 Hook2 Get3 Nkd1 Lpcat2 Mt1 Nol3 Tmem208 Tppp3 Atp6v0d1 Nutf2 Nfat5 Zfp821 Mtss2 Exosc6 Wdr59 Wwox Usp10 Zcchc14 Spg7 Rpl13 2310022B05Rik Ttc13 Trim67 Icam1 Fdx2 Pde4a Keap1 Atg4d Swsap1 Zfp599 Jam3 Ntm St14 Nrgn Nectin1 Thy1 Cbl Vps11 Bcl9l Cep164 Rbm7 Gm6981 Ddx10 Commd4 Insyn1 Arih1 Fem1b Rps27l Anxa2 Senp6 Plscr1 Trpc1 Tfdp2 Ryk Trf Pik3r4 Poc1a Rpl29 Hyal3 Bsn Gpx1 Prkar2a Trank1 Cnot10 Tgfbr2 Acvr2b Rpsa Trak1 Nktr E530011L22Rik Ccdc13 Tmem42 Pcsk1n Ftsj1 Kdm6a Rtl8a Slc9a6 F8a Bgn Pdzd4 Flna Slc10a3 Dmd Apoo Dmrtc1a Plp1 Alas2 Iqsec2 Mospd2 Tmsb4x Msl3 Erdr1 TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_OLIGODENDROCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_OLIGODENDROCYTE_AGEING Mrpl15 Cops5 Rpl7 Tmem14a Imp4 Unc50 Mrpl30 Txndc9 Hspe1 Sumo1 Eef1b2 Klf7 Aamp Dnajb2 Ncl Ptma Pde6d Ndufa10 Kif1a Tsn Dbi Ubxn4 Nucks1 Dstyk Btg2 Arl8a Timm17a Shisa4 Phlda3 Tnni1 Tmem9 Glrx2 Uchl5 Tpr Cacybp Mpc2 Creg1 Sdhc Ndufs2 Pfdn2 Dusp23 H3f3a Pycr2 Lefty1 Cnih4 Srp9 Trp53bp2 Mtarc2 Rcor3 Sf3b5 Aig1 Soga3 Snx3 Anapc16 Hnrnph3 Tfam Ube2d1 Cisd1 Snrpd3 Ddt Mif Smarcb1 S100b Sumo3 Gatd3a Rrp1 Tpgs1 Bsg Rnf126 Wdr18 Polr2e Gpx4 Atp5d Cirbp Ndufs7 2310011J03Rik Rexo1 Abhd17a Plekhj1 Oaz1 Timm13 Map2k2 Dapk3 Dohh Nfic Tle5 Fbxo7 Slc25a3 Ndufa12 Mrpl42 Tmbim4 Ddit3 Naca Cnpy2 Nabp2 Myl6 Ormdl2 Sarnp Cd63 Bloc1s1 Selenom Zmat5 Xbp1 Mrps24 Pold2 Tmed4 Ppia H2az2 Ddc C1d Mdh1 Commd1 Ahsa2 Cfap36 Acyp2 Npm1 Pttg1 Slu7 Ttc1 Rack1 Sar1b Ube2b Hint1 Gm2a Sparc H2bu2 Guk1 2310033P09Rik Arf1 Gid4 Tmem11 Ubb Ubb-ps Pmp22 Stx8 Vamp2 Mpdu1 Polr2a Eif5a Gabarap 0610010K14Rik Rnasek Psmb6 Rnf167 Pfn1 Spag7 Rpain C1qbp Xaf1 Emc6 Serpinf1 Ywhae Timm22 Aldoc Psmd11 Tmem98 Supt4a Dynll2 Nme2 Nme1 Mrpl27 Phb Atp5g1 Arhgap23 Srcin1 Psmb3 Rpl19 Mien1 Eif1 Nt5c3b Rab5c Coa3 Aarsd1 Arl4d Dusp3 Mapt Psmc5 Wipi1 Abca8a Fam104a Nat9 Mrpl58 Atp5h Mif4gd Galk1 H3f3b Wbp2 Ten1 Sphk1 Syngr2 Eif4a3 2810410L24Rik Mrpl12 Arhgdia Anapc11 Cenpx Fn3k Rab10os Laptm4a Itgb1bp1 Rps7 Acp1 Etv1 Ap4s1 Sptssa Psma6 Nfkbia Trappc6b Fkbp3 Psma3 Jkamp Dhrs7 Atp6v1d Vti1b Erh Srsf5 Rbm25 Npc2 Fcf1 Eif2b2 Tmed10 Fos Ift43 Ahsa1 Snw1 Calm1 Ifi27 Glrx5 Hsp90aa1 Eif5 Zfyve21 Crip2 Psma2 Stard3nl Epdr1 Zscan26 H2bc4 Acot13 Dcdc2a Serpinb1a Snrnp48 Eef1e1 Tmem14c Nol7 Card19 Auh Nop16 Higd2a Cltb Faf2 Prelid1 Tmed9 Aopep Ctsl Ndufs6 Pdcd6 Mblac2 Cetn3 Hexb Btf3 Taf9 Ndufs4 Mocs2 Paip1 Psmd6 Nkiras1 Ube2e1 Ube2e2 Rtraf Dnajc9 Vdac2 Rps24 Selenok Spcs1 Styx Samd4 Pip4p1 Rnase4 Ndrg2 Dad1 Psmb5 Pabpn1 Cmtm5 Ngdn Dhrs4 Psme2 Nedd8 Ebpl Ctsb Stmn4 Dpysl2 Bnip3l Pdlim2 Med4 Esd Tpt1 Gtf2f2 Dnajc15 Commd6 Mycbp2 Rbm26 Dnajc3 Eif3h Ndufb9 Eef1d Puf60 Grina Cyc1 Vps28 Cyhr1 Gpt Commd5 Rpl8 Txn2 Ift27 Mpst Gcat Sox10 Tomm22 Rpl3 Atf4 Phf5a Pmm1 Smdt1 Cyb5r3 Tspo Samm50 Fbln1 Zcrb1 Twf1 Tmem106c Tuba1b Tuba1a Faim2 Mettl7a1 Tamalin Nr4a1 Atg101 Pfdn5 Myg1 Prr13 Pcbp2 Atp5g2 Copz1 Nmral1 Hmox2 Ubald1 Nudt16l1 Rogdi Litaf Ntan1 Marf1 Cep20 Sdf2l1 Thap7 Dgcr6 Ranbp1 Parl Apod 0610012G03Rik Itgb5 Fam162a Adprh Atg3 Rpl24 Atp5j Sod1 Cfap298 Cryzl1 Atp5o Mrps6 Pigp Hmgn1 Tmem242 Gtf2h5 Mpc1 Sft2d1 Mrpl18 Sod2 Psmb1 Hcfc1r1 Atp6v0c Eci1 Pgp Rps2 Ndufb10 Hagh Nubp2 Gnptg Cerox1 Haghl Antkmt Metrn Stub1 Mettl26 Mrpl28 Atp6v0e Cuta AI413582 Nudt3 Rps10 Pacsin1 Snrpc BC004004 Abcg1 U2af1 Brd4 Zfp414 Rab11b Pfdn6 Rps18 H2-K1 H2-Ke6 Rnf5 C4b Nelfe Hspa1a Lsm2 Ddah2 Csnk2b Bag6 Ddx39b H2-D1 Tubb5 Mrps18b Abcf1 Ppp1r11 Slc25a27 Hsp90ab1 Mrpl14 Mrps18a Yipf3 Mrpl2 Rrp36 Mea1 Cnpy3 Tbcc Mrps10 Tomm6 Oard1 Yju2 Mydgf Plin3 Micos13 Clpp Gtf2f1 Ndufv2 Myl12a Gpatch11 Qpct Calm2 Snrpd1 Impact Reep5 Paip2 Cystm1 Pfdn1 Sra1 Ik Zmat2 Commd10 Rps14 Sec11c Rpl17 BC031181 Smad7 Hdhd2 Rbfa Txnl4a Mbp Cyb5a Ndufs8 Gstp1 Cdk2ap2 Aip Ppp1ca Ccs Brms1 Yif1a Sf3b2 Banf1 Drap1 Ccdc85b Cfl1 Rnaseh2c Fam89b Znrd2 Fau Zfpl1 Snx15 Arl2 Prdx5 Trmt112 Fkbp2 Dnajc4 Macrod1 Otub1 Cox8a Plaat3 Tmem223 Polr2g Ubxn1 B3gat3 Eef1g Fth1 Tmem109 Plgrkt Rpp30 Opalin Frat1 Scd3 Ndufb8 Cuedc2 Arl3 Sfr1 Tcf7l2 Prdx3 Cdc123 Atp5c1 Rsu1 Commd3 Mrpl41 Tubb4b Ssna1 Npdc1 Paxx Edf1 Phpt1 Bmyc Dnlz Rpl7a Surf1 Brd3 Med27 Set BC005624 Aif1l Swi5 Rab14 Ndufa8 Psmb7 Rpl35 Arpc5l Ppig Mettl5 Atp5g3 Ube2e3 Med19 Ndufs3 Ptpmt1 Psmc3 Pacsin3 Lrp4 Pex16 Iftap Commd9 Eif3m Immp1l Dnajc24 Emc4 Emc7 Scg5 Srp14 Rtf1 Hypk B2m Snrpb Nop56 Mrps26 Ddrgk1 Prnp Pcna Dtd1 Nkx2-2 Cst3 Nsfl1c Dusp15 Pdrg1 Raly Dynlrb1 Map1lc3a BC029722 Eif6 Ergic3 Rbm39 Scand1 Dlgap4 Manbal Sdc4 Sys1 Dbndd2 Ncoa3 Ube2v1 Ptpn1 Dpm1 Ctsz Psma7 Adrm1 Ppdpf Tpd52l2 Car2 Skil Ndufb5 Dnajc19 Anxa5 Rps3a1 Hdgf Mrpl24 Hapln2 Naxe Paqr6 Lmna Lamtor2 Ssr2 Fdps Scamp3 Slc50a1 Hax1 4933434E20Rik Tpm3 Jtb S100a1 S100a13 S100a16 Psmb4 Selenbp1 Psmd4 Vps72 Scnm1 Otud7b Sf3b4 Rbm8a Bcas2 Rhoc Cttnbp2nl Atp5pb Lamtor5 Gstm5 Gstm7 Gstm6 Gstm1 Psma5 Taf13 Prpf38b Pla2g12a Ostc H2az1 Adh5 Gtf2b Lmo4 Rps20 Chd7 Pnrc1 Ndufb6 Aptx Chmp5 Enho Rpp25l Dctn3 Il11ra1 Stoml2 Clta Grhpr Xpa Anp32b Gng10 Atp6v1g1 Dmac1 Psip1 Jun Tm2d1 Tmem59 Czib Scp2 Txndc12 Uqcrh Akr1a1 Prdx1 Urod Rps8 Eri3 Atp6v0b Med8 Elovl1 Ebna1bp2 Ybx1 Pou3f1 Mrps15 Lsm10 Trappc3 Psmb2 Smim12 Ak2 Eif3i Tmem234 Ptp4a2 Zcchc17 Trnau1ap Dnajc8 Wasf2 Nudc Hmgn2 Sh3bgrl3 Stmn1 Tmem50a Rsrp1 Syf2 Fuca1 Hmgcl Pithd1 Rpl11 Id3 Hnrnpr Ddost Camk2n1 Capzb Akr7a5 Mrto4 Sdhb Szrd1 Mad2l2 Fbxo2 Srm Ctnnbip1 Park7 Thap3 Acot7 Smim1 Wrap73 Gnb1 Mrpl20 Aurkaip1 Sdf4 Akap9 Psmc2 Srpk2 Tmub1 Rheb Mapre3 Atraid Mxd4 Grpel1 Hs3st1 Qdpr Med28 Rpl9 Smim14 Ube2k Commd8 Ociad1 Srd5a3 Rchy1 Nudt9 Iscu Gltp 1500011B03Rik 2210016L21Rik Pop5 Dynll1 Srsf9 Cox6a1 Rplp0 Pebp1 Ptpn11 Rpl6 Erp29 Aldh2 Vps29 Arpc3 Rsrc2 Denr Arl6ip4 Mrps17 Psph Chchd2 Sbds Mdh2 Prkrip1 Ift22 Fis1 Znhit1 Ap1s1 Mospd3 Tsc22d4 Ppp1r35 Cops6 Lamtor4 Pdgfa Chst12 Aimp2 Bri3 Arpc1a Arpc1b Pdap1 Rpl21 Gtf3a Polr1d Pomp Hmgb1 Medag Gng11 Smim30 Arf5 Atp6v1f Bpgm Cald1 1810058I24Rik Gstk1 Cycs Skap2 Tax1bp1 Snca Serbp1 Rnf181 Vamp8 Suclg1 Pole4 Aup1 Wbp1 Ino80b Tex261 Spr Sfxn5 Snrnp27 Cnbp Ruvbl1 Mrps25 Arl6ip5 Camk1 Arpc4 Jagn1 Brk1 Sec13 Vgll4 Ninj2 Emg1 Phb2 Grcc10 Ptms Mlf2 Chd4 Gapdh Cd9 Ndufa9 Gabarapl1 Ldhb Tfpt Tsen34 Rps9 Rpl28 Zfp524 Zfp580 Rps5 Chmp2a Ube2m Selenow Nop53 Tmem160 Ap2s1 Calm3 Snrpd2 Rtn2 Gemin7 Apoe Tomm40 Ethe1 Rps19 Rabac1 Bckdha Exosc5 Rab4b Snrpa Sertad1 Psmc4 Zfp36 Mrps12 Nfkbib Sirt2 Ech1 Eif3k Psmd8 Ppp1r14a Tbcb Polr2i Psenen U2af1l4 Rbm42 Tmem147 Pdcd5 Etfb Lrrc4b Josd2 Emc10 Akt1s1 Ap2a1 Prrg2 Nosip Rps11 Rpl13a Pih1d1 Snrnp70 Ftl1 Bax Rpl18 Kdelr1 Klf13 Tjp1 Tm2d3 Snrpa1 Selenos Chaserr Mfge8 Idh2 Sec11a Fah Tmem126a Ndufc2 Rps3 Spcs2 Mrpl48 Lamtor1 Rhog Cavin3 Olfml1 Eif3f Psma1 1110004F10Rik Rps13 Coq7 Ndufab1 Lcmt1 Nsmce1 Sgf29 Ypel3 Ppp4c Aldoa Ino80e Tmem219 Kctd13 Pagr1a Zfp771 Bcl7c Stx4a Vkorc1 Fus Glrx3 Psmd13 Hras Taldo1 Cend1 Tssc4 Trappc5 Map2k7 Upf3a Vdac3 Tm2d2 Nsd3 Ddhd2 Dusp26 Micu3 Frg1 Slc25a4 Aga Hpf1 Ndufa13 Nr2c2ap Cope Tmem59l Rex1bd Uba52 Kxd1 Fkbp8 Lsm4 Jund Rab3a Mpv17l2 Ccdc124 Rpl18a Use1 Babam1 Dda1 Mvb12a Pgls Sin3b Ndufb7 Tecr Dnajb1 Gipc1 D8Ertd738e Ier2 Nfix Gadd45gip1 Calr Junb Trir Wdr83os Mmp2 Gnao1 Herpud1 Pllp Polr2c Cfap20 Ciao2b Tmem208 Tppp3 Psmd7 Cfdp1 Gabarapl2 Hsbp1 1190005I06Rik Emc8 Cox4i1 Map1lc3b Aprt Rpl13 Zfp317 Pin1 Eif3g Mrpl4 Cdc37 Cdkn2d Tmed1 Tmem205 Elavl3 Elof1 Pigyl Dcps 1700063D05Rik Tbcel H2ax Trappc4 Atp5l Rexo2 Il18 Sdhd Cryab Wdr61 Psma4 Imp3 Cox5a Ubl7 Islr Pkm Rplp1 Rpl4 Oaz2 Ppib Ciao2a Tpm1 Anxa2 Gtf2a2 Tmod2 Tmed3 Pcolce2 Rnf7 Faim Bfsp2 Twf2 Poc1a Rpl29 Acy1 Pcbp4 Manf Rassf1 Tusc2 Ip6k2 Uqcrc1 Shisa5 Tma7 Ccdc12 Rpsa Eif1b Rpl14 Exosc7 Praf2 Slc35a2 Pqbp1 Timm17b Pcsk1n Rbm3 Tspan7 Mid1ip1 Ndufb11 Slc25a5 Rtl8c F8a Slc6a8 Bcap31 Idh3g Ssr4 Naa10 Emd Rpl10 Brcc3 Pdzd11 Gjb1 Rps4x Hsd17b10 Mageh1 Eif1ax Gpm6b Tmsb4x TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_OLIGODENDROCYTE_PRECURSOR_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_BRAIN_NON_MYELOID_OLIGODENDROCYTE_PRECURSOR_CELL_AGEING Igfbp2 Aamp Glb1l Ptma Ramp1 Dbi Ubxn4 Dstyk Btg2 Arl8a Shisa4 Tmem9 Glrx2 Acbd6 Sdhc Usf1 Tagln2 Mtarc2 Atf3 Ppa1 Fam241b Smarcb1 Rrp1 Pdxk Tpgs1 Bsg Rnf126 Gpx4 Plekhj1 Oaz1 Map2k2 Tle5 Slc25a3 Mrpl42 Phlda1 Tmbim4 Dtx3 Cnpy2 Nabp2 Cd63 Selenom Mrps24 Commd1 Bod1 C1qtnf2 H2bu2 Arf1 Usp22 Ubb Ubb-ps Kdm6b Polr2a Nlgn2 0610010K14Rik Arrb2 Psmb6 Pfn1 Spag7 6330403K07Rik Unc119 Evi2a Rasl10b Dynll2 Tmem100 Phb Mien1 Krt15 Krt14 Slc25a39 Cacng4 Slc9a3r1 Grb2 Wbp2 Ten1 Cygb Arhgdia Anapc11 Rac3 Fasn Metrnl Laptm4a Nfkbia Psma3 Rtn1 Srsf5 Tmed10 Fos Snw1 Ifi27 Mrpl32 Psma2 Rala Zscan26 Tubb2b Higd2a Cltb Pdlim7 Tmed9 Ctsl Med10 Ankdd1b Hexb Ube2e1 Zfp503 Selenok Glt8d1 Styx Dad1 Pabpn1 Zfhx2 Il17d Reep4 Tpt1 Tsc22d1 Rgcc Commd6 Mycbp2 Rbm26 Cldn10 Adgrb1 Ly6h Eef1d Grina Cyhr1 Ift27 Syngr1 Atf4 Tspo Senp1 Atg101 Prr13 Atp5g2 Glis2 Ubald1 Nudt16l1 Rogdi Dexi Sdf2l1 Ranbp1 Fam43a Adprh Ccdc80 Sod1 Atp5o Rnaset2b Psmb1 Tnfrsf12a Atp6v0c Eci1 Pgp Gnptg Antkmt Metrn Stub1 Mrpl28 Atp6v0e Cuta Nudt3 Snrpc U2af1 Zfp414 Pfdn6 H2-K1 Psmb8 H2-Eb1 Rnf5 Ddah2 Csnk2b H2-D1 Ppp1r18 Mrps18b Ppp1r11 Mrps18a Mea1 Tomm6 Cebpzos Calm2 Trappc8 Bin1 Reep2 Egr1 Cystm1 Pcdhb9 Eno1b Rnf165 Cyb5a Cdk2ap2 Sf3b2 Drap1 Cfl1 Ltbp3 Malat1 Nrxn2 Prdx5 Trmt112 Vegfb Gng3 Ubxn1 Fth1 Acta2 Frat1 Bloc1s2 Npm3 Cuedc2 Csf2ra Msrb2 Ssna1 Ptgds Phpt1 Med22 Rpl7a Rapgef1 Sptan1 Lrrc8a Swi5 Ptges2 Ndufa8 Psmb7 Rprm Mettl5 Ptpmt1 Lrp4 Ckap5 Ambra1 Mdk Gm13889 Emc4 Emc7 Scg5 Rtf1 B2m Ndufaf5 Nkx2-2 Nxt1 Cst3 Dynlrb1 Map1lc3a BC029722 Manbal Nnat Sdc4 Dbndd2 Ube2v1 Gm14325 Adrm1 Stmn3 Fabp5 Sox2 Exosc9 Lxn Lmna Rusc1 Jtb S100a1 S100a13 Sf3b4 Sv2a Polr3gl Rhoc Gstm1 Pnrc1 Enho Dctn3 Cdc26 Atp6v1g1 Dmac1 Plpp3 Echdc2 Atp6v0b Ebna1bp2 1110065P20Rik Mrps15 Trappc3 Ak2 Sh3bgrl3 Nbl1 Fbxo2 Ctnnbip1 Per3 Prxl2b Gnb1 Psmc2 A930003O13Rik Tmub1 Rheb Gm1673 Smim14 Uchl1 Mrps18c 1500011B03Rik Rplp0 Rpl6 Erp29 Vps29 Arpc3 Psph Chchd2 Vps37d Mdh2 Znhit1 Ap1s1 Gnb2 Mospd3 Tsc22d4 Ppp1r35 Lamtor4 Psmg3 Elfn1 Bri3 Bud31 Pomp Gng11 Smim30 Ptn Tmem176b Ppm1k Gadd45a Tmsb10 Aup1 Tex261 Spr Sfxn5 Nat8f1 Brk1 Mfap5 Clstn3 Ptms Pianp Ccnd2 Gabarapl1 Ldhb Zfp579 Zfp580 Chmp2a Ube2m Selenow Tmem160 Ap2s1 Pnma8b Apoe Zfp428 Rabac1 Rab4b Snrpa Samd4b Nfkbib Tbcb Lin37 Kmt2b Fxyd7 Etfb Lrrc4b Akt1s1 Fuz Ap2a1 Rpl13a Ftl1 Nav2 Selenos Mfge8 Sec11a Fam181b Ndufc2 Lamtor1 Eif3f Ypel3 Aldoa Ino80e Bcl7c Caly Cd81 Tssc4 Dctn6 Micu3 Cope Fkbp8 Ssbp4 Jund Rab3a Ccdc124 Myo9b Plvap Pgls Ndufb7 Tecr Gipc1 Gadd45gip1 Junb Pllp Psmd7 Cotl1 Rpl13 Tubb3 Fam89a Smco4 Pin1 Cdc37 Elof1 Pigyl Rp9 H2ax Trappc4 Phldb1 Atp5l Cryab Ireb2 Cox5a Ubl7 Ppib Ciao2a Gsta4 Tmed3 Faim Rab6b Trf Tusc2 Gpx1 Ip6k2 Shisa5 Exosc7 Praf2 Pcsk1n Tspan7 Slc25a5 Rtl8c Sox3 Lage3 Tceal9 Tceal3 Mageh1 Sat1 TABULA_MURIS_SENIS_DIAPHRAGM_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_DIAPHRAGM_B_CELL_AGEING Lyz2 Usp15 Ubb-ps Tomm6 Lcn2 Gstm1 Bri3 Tmsb10 Iqsec1 Rpl13a Ftl1 Ifitm2 Atp5l Ngp TABULA_MURIS_SENIS_DIAPHRAGM_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_DIAPHRAGM_ENDOTHELIAL_CELL_AGEING Pfn1 Ccl7 Krt14 Calm1 Lgmn Crip2 Gnmt Mbp Ptgds P2ry12 S100a6 Rhoc Gstm1 Clic4 C1qb C1qc Gng11 Capg Tmsb10 Apoe Aplp1 Rpl13a Ftl1 Rpl13 Plp1 Tmsb4x TABULA_MURIS_SENIS_DIAPHRAGM_MACROPHAGE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_DIAPHRAGM_MACROPHAGE_AGEING Ptma Phlda1 Ccl7 Akt1 Serpinb1a Hnrnpa0 Retnlg Ifngr2 H2-Q4 Cfl1 Sord Slpi Rps20 Hmgn2 Cd52 Rfc2 Tmsb10 Pglyrp1 Cd177 Tgfb1 Ifitm6 Tacc1 Mmp8 Twf2 Camp Flna TABULA_MURIS_SENIS_DIAPHRAGM_MESENCHYMAL_STEM_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_DIAPHRAGM_MESENCHYMAL_STEM_CELL_AGEING Mrpl30 Eif5b Rpl31 Hspe1 Sphkap Ncl Ptma Cops9 Dbi 4930523C07Rik Mrps14 Gas5 Sde2 Snrpd3 Mif Cstb Bsg Gpx4 Atp5d Ndufs7 Rps15 Uqcr11 Oaz1 Timm13 Gadd45b Tle5 Lyz2 Ndufa4l2 Naca Myl6 Rpl41 Sarnp Cd63 Bloc1s1 Selenom Uqcr10 Mrps24 Aebp1 H2az2 Rps27a Pttg1 Nhp2 Hint1 Atox1 2310033P09Rik Ubb-ps Stx8 Rpl26 Tmem107 Kdm6b Polr2a Tmem256 Eif5a Psmb6 Pfn1 Rpl23a Ift20 Nme2 Nme1 Atp5g1 Copz2 Psmb3 Rpl23 Mien1 Rpl27 Fam104a Atp5h Cygb Anapc11 Cenpx Rps7 Nfkbia Fkbp3 Rpl36al Zfp36l1 Erh Rbm25 Calm1 Chga Ifi27 Hsp90aa1 Crip1 Rala Serpinb1a Serpinb6b Nol7 Gadd45g Higd2a Cltb Pcbd2 Ndufs6 Il3ra Saysd1 Rps24 Mustn1 Dad1 Psme1 Nedd8 Pdlim2 Tpt1 Sub1 Cox6c Eny2 Ndufb9 Ly6a Ift27 Lgals1 Polr2f Rbx1 Smdt1 Ndufa6 Tspo Krt8 Igfbp6 Pfdn5 Prr13 Atp5g2 Fam162a Ndufb4 Rpl24 Atp5j Son Atp5o Gtf2h5 Rnaset2b Hcfc1r1 Srrm2 Elob Atp6v0c Ndufb10 Nme3 Atp6v0e Cuta Rps10 Snrpc Cdkn1a Ndufv3 U2af1 Ndufa7 Pfdn6 Rps18 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Ddah2 H2-Q4 Ier3 Mea1 Tomm6 Micos13 Rpl36 Ndufa11 Ralbp1 Myl12a Reep5 Pfdn1 Rps14 Cd74 Rpl17 Ier3ip1 Gstp1 Ccdc85b Cfl1 Rnaseh2c Fau Trmt112 Fkbp2 Cox8a Polr2g Ubxn1 Fth1 Acta2 Ndufb8 Arl3 Tcf7l2 Edf1 Phpt1 Swi5 Rpl35 Atp5g3 Mdk Nop10 Srp14 Serf2 Hypk B2m Ddrgk1 Cst3 Dynlrb1 Map1lc3a Romo1 Rbm39 Scand1 Top1 Pmepa1 Psma7 Rbis Rpl22l1 Sec62 Ndufc1 Lamtor2 Krtcap2 Dpm3 Rps27 S100a1 S100a13 S100a16 S100a6 S100a11 S100a10 Psmb4 Mrps21 C920021L13Rik Rbm8a Rhoc Gstm1 Rpl34 Rpl34-ps1 Aimp1 Gng5 Rps20 Chchd7 Ndufb6 Dctn3 Tomm5 Sec61b Magoh Uqcrh Rps8 Atp6v0b Svbp Ndufs5 Psmb2 Atpif1 Clic4 Rpl11 Id3 Micos10 Mfap2 Park7 Rpl22 Mrpl33 Rpl9 Dynll1 Cox6a1 Rpl6 Arpc3 Polr2j Fis1 Znhit1 Lamtor4 Bri3 Pdap1 Bud31 Atp5j2 Rpl21 Flt3 Pomp Hmgb1 Hepacam2 Gng11 Sem1 Ndufa5 Atp6v1f Cald1 Fmc1 Mrps33 Rarres2 Tmem176b Tmem176a Cycs Inmt Tmsb10 Snrpg Rpl32 Mfap5 Grcc10 Ptms Kcnj8 Rps9 Rpl28 Rps5 Chmp2a Selenow Tmem160 Ap2s1 Snrpd2 Apoe Zfp575 Rps19 Rabac1 Sertad1 Tbcb Polr2i Cox6b1 Fxyd1 Pdcd5 Etfb Atf5 Rps11 Rpl13a Ftl1 Rpl18 Emp3 Rps17 Ndufc2 Aamdc Mrpl48 Cavin3 Rpl27a Rps13 Rps15a Coq7 Nupr1 Ypel3 Bcl7c Vkorc1 Ifitm2 Ifitm3 Rplp2 Polr2l Mrpl23 Cdkn1c Ndufa13 Rex1bd Ccdc124 Rpl18a Bst2 Ndufb7 Mir24-2 Trir Wdr83os Mt2 Mt1 Tppp3 Psmb10 Cox4i1 Map1lc3b Cyba Aprt Rpl13 Fdx2 Tmem205 Rp9 Atp5l Timm8b Cryab Cox5a Rplp1 Ppib Rps27l Cox7a2 Rbp1 Gpx1 Tma7 Rpsa Eif1b Rpl14 Gpr34 Ndufb11 Timp1 Rtl8c Ssr4 Rpl36a Tmsb4x TABULA_MURIS_SENIS_DIAPHRAGM_SKELETAL_MUSCLE_SATELLITE_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_DIAPHRAGM_SKELETAL_MUSCLE_SATELLITE_CELL_AGEING Rpl31 Ecrg4 Hspe1 Tuba4a Ncl Ptma Nppc Gas5 Pfdn2 Sde2 Snrpd3 Mif Cnn2 Gpx4 Atp5d Rps15 Jsrp1 Oaz1 Gadd45b Tle5 Ndufa12 Dcn Ccdc59 Lyz2 Naca Myl6 Rpl41 Rps26 Sarnp Cd63 Bloc1s1 Selenom Uqcr10 Zmat5 H2az2 Rps27a Nhp2 Uqcrq Hint1 Gpx3 Atox1 Tmem11 Ubb-ps Rpl26 Psmb6 Pfn1 Ccl2 Ccl7 Nme2 Atp5g1 Krt14 Rpl27 Fam104a Anapc11 Cenpx Rps7 Nfkbia Fkbp3 Rpl36al Calm1 Meg3 Hsp90aa1 Eif5 Crip1 Cltb Prelid1 Btf3 Rps24 Spcs1 Dad1 Mrpl52 Nedd8 Tpt1 Sub1 Cox6c Eny2 Smdt1 Pfdn5 Atp5g2 Ranbp1 Fam162a Rpl24 Atp5j Son Rnaset2b Tnfrsf12a Srrm2 Elob Atp6v0c Uqcc2 Rps10 Snrpc Ndufv3 U2af1 Ndufa7 Pfdn6 Rps18 Psmb9 Ppp1r11 Tomm6 Micos13 Rpl36 Ankrd29 Pfdn1 Eno1b Rps14 Rpl17 Gal Gstp1 Pold4 Drap1 Ccdc85b Cfl1 Fau Ppp1r14b Fkbp2 Cox8a Fth1 Arl3 Tcf7l2 Edf1 Ntmt1 Swi5 Rpl35 Atp5g3 Nop10 Serf2 Hypk B2m Cst3 Dynlrb1 Map1lc3a Romo1 Rbm39 Rbis Car3 Rpl22l1 Ndufc1 Rps27 Psmb4 Bola1 Rbm8a Rhoc Gstm1 Rpl34 Rpl34-ps1 Adh1 Gng5 Rps20 Chchd7 Ndufb6 Tpm2 Rps8 Psmb2 Atpif1 Sh3bgrl3 Clic4 Rpl11 Id3 Nbl1 Micos10 Capzb Slc2a5 Park7 Rpl22 Rpl9 Rhoh Cxcl1 Anxa3 Selplg Dynll1 Cox6a1 Rplp0 Rpl6 Arpc3 Pdap1 Atp5j2 Rpl21 Hmgb1 Flnc Fmc1 Ndufb2 Rarres2 Cycs Gadd45a Capg Tmsb10 Snrpg Mgll Rpl32 Rps9 Tnnt1 Rpl28 Rps5 Chmp2a Selenow Tmem160 Snrpd2 Apoe Rabac1 Sertad1 Eif3k Cox6b1 Fxyd1 Pdcd5 Rps11 Rpl13a Ftl1 Rpl18 Emp3 Ndufc2 Cavin3 Mrpl17 Rpl27a Rps13 Rps15a Bcl7c Ifitm2 Ifitm3 Rplp2 Mrpl23 Ndufa13 Lsm4 Ccdc124 Rpl18a Ndufb7 Mir24-2 Trir Mt2 Mt1 Tppp3 Cox4i1 Cyba Rpl13 Eif3g Atp5l Cryab Gm6981 Cox5a Rplp1 Rps27l Manf Rpl14 Ndufb11 Eif1ax Tmsb4x TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_B_CELL_AGEING C130026I21Rik Fcgr2b Mtarc2 Perp Gpx4 Tle5 Dcn Lyz2 Mars1 Gpx3 Sparc Ubb-ps Serpinf1 Crk Nme2 Krt15 Krt14 Cavin1 Vps25 Nt5c Tmed10 Serpina3g Spcs1 Mrpl57 Ly6a Ly6c2 Myh9 Lgals1 Ccdc134 Smdt1 Tspo Prr5 Fbln1 Creld2 Krt6a Krt5 Sdf2l1 Ube2l3 Sod1 Cdkn1a BC004004 Pi16 Ndufa7 Psmb8 Tap2 H2-Aa Ndufa11 Reep5 Mzb1 Cfl1 Anxa1 Gsn Ddrgk1 Cst3 Edem2 Ddx27 Lamtor2 Phgdh Olfml3 Erp44 Cdc26 Uqcrh Eif3i Ddost Necap2 Cops6 Atp5j2 Sem1 Ndufa4 Tmem176b Gapdh Ccnd2 Chmp2a Apoe Pou2f2 Pafah1b3 Lgals7 Rpl13a Taf10 Spcs3 Jund Klf2 Ciao2b Cotl1 Cyba Rexo2 Sdhd Anxa2 Rbm3 Bcap31 Ssr4 TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_T_CELL_AGEING Gas5 Bclaf1 Oaz1 Tle5 Dcn Pfn1 Gstp1 Cfl1 Gsn Anp32e Gnb1 Tmem176a Tmsb10 Rpl13a Cd3g Cd3d Cd3e Ccr8 TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING Smap1 Imp4 Hs6st1 Cnnm3 Inpp4a Mitd1 Mrpl30 Il1r1 Col3a1 Hspe1 Mpp4 Sumo1 Klf7 Mettl21a Kansl1l Arpc2 Aamp Farsb Ncl Ptma Pde6d Lrrfip1 Ilkap Tsn Ubxn4 Csrp1 Odr4 Tpr Dhx9 Cep350 Tor1aip1 Mrps14 Cacybp Klhl20 Vamp4 Dpt Tmco1 Sdhc Tomm40l Pfdn2 Pea15a Tagln2 Ifi203 Srp9 Taf1a Mtarc2 C130074G19Rik A330023F24Rik Myct1 Tbpl1 Snx3 Smpdl3a Ddit4 Ppa1 Ddx50 Arid5b Ube2d1 Snrpd3 Gstt1 Gstt2 Smarcb1 Ube2g2 Gatd3a Rrp1 Tpgs1 Bsg Tmem259 Polr2e Gpx4 Stk11 Atp5d Cirbp Abhd17a Oaz1 Timm13 Hmg20b 4930404N11Rik Nfic Gna11 Tle5 Tmem263 Washc3 Scyl2 Slc25a3 Mrpl42 Dcn Lum Atp2b1 Atxn7l3b Lyz2 Tmbim4 Dtx3 Naca Cnpy2 Nabp2 Sarnp Cd63 Selenom Zmat5 Mrps24 Pold2 H2az2 Purb Pno1 C1d Mdh1 Commd1 Efemp1 Rtn4 Psme4 Stk10 Npm1 Ccng1 Pttg1 Clint1 Rack1 Tgtp1 Tgtp2 Gfpt2 Hspa4 Irf1 Gpx3 Sparc Igtp 2310033P09Rik Grap Ncor1 Ubb-ps Vamp2 Naa38 Tmem88 Kdm6b Tnfsf12 Eif5a Ctdnep1 Gabarap Rnf167 Pfn1 Spag7 Kif1c Rabep1 Dhx33 Xaf1 Emc6 Serpinf1 Pitpna Ywhae Nufip2 Ift20 Lgals9 Adap2 Car4 Dynll2 Cuedc1 Cox11 Nme2 Spag9 Luc7l3 Phb Abi3 Snf8 Cbx1 Copz2 Msl1 Smarce1 Krt15 Krt14 Dnajc7 Rab5c Cavin1 Coa3 Ifi35 Dusp3 Cd300lg Pyy Cdc27 Limd2 Psmc5 Icam2 Psmd12 Fam104a Nat9 Atp5h Mrps7 Slc25a19 Galk1 Wbp2 Trim47 St6galnac2 Mxra7 Srsf2 Syngr2 Lgals3bp Baiap2 Arhgdia Anapc11 Laptm4a Ttc32 Smc6 Pdia6 Hpcal1 Rps7 Tspan13 Arhgap5 Nfkbia Trappc6b Mia2 Arf6 Actr10 Psma3 Dhrs7 Mnat1 Eif2s1 Vti1b Erh Srsf5 Rbm25 Npc2 Tmed10 Irf2bpl Ahsa1 Snw1 Foxn3 Calm1 Ccdc88c Rin3 Tmem251 Yy1 Hsp90aa1 Crip2 Dip2c Psma2 Stard3nl Zscan26 H2bc4 Sox4 Uqcrfs1 Serpinb1a Tubb2a Eci2 Ssr1 Pak1ip1 Tmem14c Atxn1 Dek Card19 Ogn Cltb Tspan17 Lman2 Pdlim7 Tmed9 Caml Hnrnpa0 Idnk Ctla2a Ctsl Med10 Ttc37 Serinc5 Tbca Hexb Btf3 Mrps36 Srek1 Pde4d Mtrex Gpx8 Ndufs4 Mocs2 Pdhb Il3ra Slc4a7 Ube2e1 Rps24 Anxa11 Selenok Dcp1a Tkt Spcs1 Timm23 Gnpnat1 Ddhd1 Cgrrf1 Gch1 Pnp Mettl17 Arhgef40 Dad1 Psmb5 Psme1 Psme2 Mdp1 Nedd8 Phf11d Kpna3 Msra Ccdc25 Dpysl2 Bnip3l Itm2b Med4 Tpt1 Rgcc Rbm26 Cplane1 Rad1 Sub1 Zfp622 Mtdh Dcaf13 Emc2 Utp23 Nsmce2 Khdrbs3 Ptk2 Ly6a Ly6c1 Gpihbp1 Grina Vps28 Rpl8 1110038F14Rik Myh9 Ift27 Rac2 Gga1 H1f0 Maff Pdgfb Rpl3 St13 Tspo Samm50 Brd1 Zcrb1 Twf1 Rnd1 Kmt2b Tuba1a Fmnl3 Letmd1 Dazap2 Smagp Atg101 Krt6a Krt5 Pfdn5 Prr13 Pcbp2 Copz1 Hmox2 Eef2kmt Usp7 1810013L24Rik Litaf Mrtfb Marf1 Ube2l3 Ranbp1 Cldn5 Klhl6 Yeats2 Hes1 Acap2 0610012G03Rik Nrros Hacd2 Fam162a Adprh Arhgap31 Slc35a5 Rpl24 Pcnp Filip1l Dcbld2 Ifnar1 Dyrk1a Hmgn1 Arid1b Tmem242 Rnaset2b Sod2 Psmb1 Chd1 9530082P21Rik Atp6v0c Rnps1 Slc9a3r2 Antkmt Stub1 Atp6v0e Cuta Nudt3 Rps10 Snrpc Anks1 Cdkn1a BC004004 Abcg1 Brd4 Akap8l Rab11b Zbtb22 H2-K1 Psmb9 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Stk19 Lsm2 Clic1 Ddah2 Abhd16a Nfkbil1 H2-D1 H2-Q4 Ppp1r18 Abcf1 Ppp1r11 Polr1h Cdc5l Rrp36 Mea1 Cnpy3 Tomm6 Oard1 Mydgf Plin3 C3 Ankrd12 Myl12b Myl12a Dpy30 Birc6 Heatr5b Eif2ak2 Cdc42ep3 Srsf7 Map4k3 Cox7a2l Cript Calm2 Kif5b Rnf125 AW554918 Lims2 Map3k2 Reep5 Paip2 Ecscr Cd14 Ndfip1 Commd10 Eno1b Dmxl1 Snx24 Aldh7a1 Cd74 Csf1r Mbd2 Rpl17 BC031181 Txnl4a Slc66a2 Gstp1 Ppp1ca Banf1 Drap1 Ccdc85b Fibp Cfl1 Rnaseh2c Fam89b Malat1 Neat1 Mrpl49 Zfpl1 Prdx5 Bad Otub1 Tmem223 Polr2g Ubxn1 Fth1 AW112010 Ostf1 Zfand5 Gda Cemip2 Hhex Zfyve27 Slf2 Ldb1 Gbf1 Arl3 Sfr1 Tcf7l2 Cdc123 Atp5c1 Dnajc1 Commd3 Tubb4b Edf1 Tmem250-ps Egfl7 Surf1 Brd3 Med27 Set Lrrc8a BC005624 Swi5 Cdk9 Mvb12b Gsn Dab2ip Arpc5l Stam2 Rbms1 Ppig Ssb Hoxd3 Med19 Ndufs3 Psmc3 Dgkz Ldlrad3 Cd44 Cd59a Emc4 Dph6 Inafm2 Rtf1 B2m Bambi-ps1 Itpripl1 Tmem87b Stk35 Snrpb Nop56 Mrps26 Ddrgk1 Itpa Pank2 Flrt3 Dtd1 Ralgapa2 Nsfl1c Tcf15 Id1 Asxl1 Raly Dynlrb1 Map1lc3a Eif6 Ergic3 Rbm39 Scand1 Dlgap4 Rab5if Samhd1 Srsf6 Pkig Sys1 Snx21 Pltp Trp53rka Zmynd8 Ube2v1 Dpm1 Vapb Ctsz Prelid3b Adrm1 Sox18 Tpd52 Fabp4 Skil Ndufb5 Dnajc19 Larp1b Exosc8 Alg5 Tm4sf1 Kpna4 Nmd3 Pdcd10 Ppid Tlr2 Trim2 Rps3a1 Naxe Glmp Ubqln4 Ssr2 5830417I10Rik Gon4l Dap3 Slc50a1 Efna1 Hax1 Tpm3 Gatad2b Chtop S100a13 S100a16 Psmd4 Vps72 Ctss Ecm1 Sf3b4 Gm15441 Rbm8a Gpr89 Acp6 Nras Rsbn1 Rhoc Rap1a Atp5pb Lamtor5 Gstm2 Gstm1 Psma5 Sars Dph5 Agl Alg14 Gclm Ostc Rpl34 Aimp1 Emcn Lamtor3 Gbp7 Gtf2b Sh3glb1 Fubp1 Srsf11 Rps20 Trp53inp1 Cibar1 Ggh Ube2j1 Pnrc1 Chmp5 Kif24 Dctn3 Creb3 Hrct1 Clta Trmt10b Col15a1 Inip Atp6v1g1 Psip1 Tm2d1 Pde4b Plpp3 Dhcr24 Ssbp3 Tmem59 Magoh Trabd2b Cyp4b1 Efcab14 Pik3r3 Prdx1 Eri3 Elovl1 Ebna1bp2 Ybx1 Mrps15 Eva1b Map7d1 Tmem234 Ptp4a2 Laptm5 Taf12 Dnajc8 Fam76a Wasf2 Stmn1 Tmem50a Syf2 Clic4 Srsf10 Fuca1 Id3 Luzp1 Ece1 Camk2n1 Iffo2 Necap2 Szrd1 Plekhm2 Dhrs3 Mfn2 Fbxo6 Pex14 Pgd Ctnnbip1 Park7 Tprgl Rer1 Gnb1 Ccnl2 Aurkaip1 Akap9 Abcb1b Cacna2d1 Cd36 Psmc2 5031425E22Rik Kmt2e Nub1 Rheb Atraid Babam2 Pisd Ywhah Slbp Mxd4 Bloc1s4 Mrfap1 Cytl1 Lyar Qdpr Med28 Rpl9 Lias Smim14 Ube2k Atp8a1 Fryl Ociad1 Chic2 Clock Igfbp7 Uso1 Scarb2 Anxa3 Hnrnpd Nudt9 Spp1 Tmed5 Ttc28 Selplg 2210016L21Rik Pop5 Rplp0 Hspb8 Pebp1 Spring1 Med13l Ptpn11 Rpl6 Erp29 Vps29 Arpc3 Orai1 Clip1 Zcchc8 Rsrc2 Denr Rilpl1 Psph Tpst1 Sbds Hspb1 Fis1 Znhit1 Trim56 Gnb2 Mepce Cops6 Lamtor4 Foxk1 Ccz1 Bri3 Arpc1a Arpc1b Usp12 Polr1d Pomp Hmgb1 Fry Gng11 Col1a2 Smim30 Tes Fam3c Arf5 Braf Mrps33 Igf2bp3 Tra2a Cycs Skap2 Inmt Serbp1 Atoh8 Rnf181 Vamp5 Vamp8 Particl Capg Retsat Tmsb10 Aup1 Bola3 Tex261 Dysf Spr Snrnp27 Nfu1 Cnbp Rpn1 Mgll Arl6ip5 Eif4e3 Camk1 Arpc4 Brk1 Depp1 Fbxl14 Phb2 Ptms Cops7a Gapdh Mrpl51 Ltbr Clec9a Mgp Arhgdib Mgst1 Itpr2 Dennd5b Leng1 Rps9 Ube2s Rps5 Chmp2a Ube2m Selenow Nop53 Kptn Tmem160 Ap2s1 Vasp Ercc1 Cd3eap Ppp1r13l Gemin7 Apoe Bcl3 Rabac1 Ceacam1 Bckdha Exosc5 Snrpa Zfp36 Nfkbib Hnrnpl Ech1 Eif3k Spred3 Capns1 Tbcb Polr2i Rbm42 Fxyd5 Uri1 Etfb Emc10 Vrk3 Med25 Prmt1 Rras Prrg2 Rps11 Rpl13a Pih1d1 Snrnp70 Ftl1 Kdelr1 Tsg101 Tmem86a Klf13 Tm2d3 Snrpa1 Chaserr Cib1 Furin Sec11a Tlnrd1 Zfand6 Eed Picalm Pcf11 Fam181b Thrsp Serpinh1 Rps3 Arrb1 Spcs2 Mrpl48 Inppl1 Lamtor1 Numa1 Il18bp Taf10 Rpl27a Dkk3 Nucb2 Arl6ip1 Gprc5b Mettl9 Dctn5 4930413G21Rik Sgf29 Coro1a Ypel3 Ppp4c Phkg2 Bcl7c Stx4a Vkorc1 Fus Mcmbp Ctbp2 Bccip Ifitm2 Hras Irf7 Cd81 Cdkn1c Timm44 Ing1 Nsd3 Ddhd2 Rnf170 Saraf Frg1 Slc25a4 Hpf1 Lpl Ndufa13 Borcs8 Fkbp8 Jund Mast3 Ccdc124 Use1 Dda1 Bst2 Pgls Fam32a Tmem184c Rbmxl1 Ndufb7 Tecr Ier2 Nacc1 Trir Aktip Mmp2 Csnk2a2 Cmtm3 Ripor1 Ctcf Psmb10 Psmd7 Pdpr Cfdp1 Gabarapl2 Cyba Cbfa2t3 Rpl13 Rbm34 Pard3 Smco4 Pin1 Eif3g Tmem205 Elof1 Rp9 Bbs9 Nrgn Tbrg1 Dpagt1 Rexo2 Timm8b Rdx Peak1 Imp3 Cox5a Ubl7 Anp32a Pias1 Snapc5 Oaz2 Zfp609 Ppib Sltm Lysmd2 Ctsh Morf4l1 Faim Trf Wdr82 Manf Nprl2 Rassf1 Tusc2 Gnai2 Inka1 Ccdc71 Usp19 Shisa5 Smarcc1 Ptpn23 Cmtm8 Rpsa Eif1b Rpl14 Abhd5 Sacm1l Ppp2r3d Prickle3 Wdr45 Praf2 Cybb Cask Hprt Rtl8b Ssr4 Naa10 Dkc1 Amer1 Rps4x Magee1 Tceal8 Tceal9 Bex3 Smc1a Prdx4 Eif1ax Tmsb4x TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING Pdcl3 Tmeff2 1700019D03Rik Sumo1 Aamp Cnppd1 Tuba4a Sp110 Sp100 Ptma Efhd1 Ndufa10 Tsn Steap3 Ubxn4 Prelp Arl8a Phlda3 Tmem9 Cacybp Prdx6 Myoc Prrx1 Dpt Fcgr3 Sdhc Tagln2 Ifi211 Mtarc2 Hsd11b1 Aig1 Marcks Smpdl3a Hnrnph3 Cabin1 Gstt1 Smarcb1 Mmp11 Sumo3 Gatd3a Rrp1 Bsg Palm Polr2e Gpx4 Atp5d Cirbp Ndufs7 Abhd17a Plekhj1 Oaz1 Gadd45b Map2k2 Zbtb7a Dapk3 Hmg20b Nfic Tle5 Timp3 Slc25a3 Dcn Atp2b1 Lyz2 Srgap1 Dtx3 Lrp1 Nabp2 Cd63 Selenom Tcn2 Zmat5 Mrps24 Dbnl Aebp1 Tmed4 Cnrip1 Mdh1 Fgf18 Ebf1 Rack1 Hspa4 Irf1 Pdlim4 Gpx3 Adora2b Ubb Ubb-ps Gas7 Tmem88 Kdm6b Tnfsfm13 Tnfsf12 Plscr3 Eif5a Psmb6 Pfn1 Spag7 C1qbp Tax1bp3 Ywhae Lgals9 Ccl2 Ccl7 Ccl11 Slfn5 Gngt2 Mllt6 Thra Krt15 Krt14 Krt17 Eif1 Nt5c3b Rab5c Ramp2 Ifi35 Vat1 Tmem106a Dusp3 Dcakd Milr1 Psmd12 Fam104a Ttyh2 Mrpl58 H3f3b Wbp2 Trim47 Cygb Mxra7 Syngr2 Lgals3bp Mrpl12 Arhgdia Anapc11 Metrnl Laptm4a Osr1 Smc6 Cys1 Twist1 Nfkbia Trappc6b Arf6 Max Vti1b Zfp36l1 Erh Srsf5 Rbm25 Npc2 Fos Lgmn Meg3 Hsp90aa1 Tnfaip2 Eif5 Crip2 Klf6 Rala Sox4 Tmem14c Dtnbp1 Sfxn1 Cltb Prelid1 Pdlim7 Tmed9 Macroh2a1 Hnrnpa0 Kif2a Il3ra Ube2e1 Ube2e2 Zfp503 Selenok Mustn1 Anxa8 Lgals3 Pip4p1 Rnase4 Mmp14 Acin1 Pabpn1 Dhrs4 Psme1 Psme2 Il17d Phf11d Fam124a Ctsb Scara3 Clu Dpysl2 Pdlim2 Tpt1 Elf1 Rbm26 Spry2 Lifr Basp1 Ccn3 Myc Ly6e Ly6a Ly6c1 Ly6h Eef1d Grina Maf1 Vps28 Txn2 Ift27 Csnk1e Cyb5r3 Tspo Cpne8 Kmt2b Tuba1c Mettl7a1 Acvrl1 Atg101 Prr13 Copz1 Hmox2 Socs1 Litaf Gspt1 Ntan1 Cebpd Sdf2l1 Dgcr6 Comt Pla1a Adprh Atg3 Retnla Ift57 Nfkbiz Pcnp Filip1l St3gal6 Cbr1 Tmem242 Sod2 Dact2 Has1 Srrm2 Atp6v0c Hagh Nubp2 Gnptg Stub1 Cuta Nudt3 Rps10 Snrpc Cdkn1a Pim1 Brd4 Rab11b H2-K1 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Gpsm3 Tnxb C4b Lsm2 Clic1 Ddah2 Csnk2b H2-D1 Ier3 H2-T23 H2-M3 Hsp90ab1 Mrps18a Mea1 Tomm6 Plin3 C3 Ralbp1 Qpct Impact Bin1 Ctnna1 Dpysl3 Eif1a Commd10 Iigp1 Cd74 Tcf4 Mbp Cndp2 Cyb5a Gstp1 Cdk2ap2 Aip Ppp1ca Pold4 Cd248 Rab1b Sf3b2 Drap1 Ccdc85b Cfl1 Fam89b Malat1 Zfpl1 Ehd1 Prdx5 Fkbp2 Vegfb Otub1 Plaat3 Polr2g Lrrn4cl Ubxn1 Fth1 Ostf1 Anxa1 Klf9 Pdlim1 Cuedc2 Arl3 Smc3 Tcf7l2 Cdc123 Atp5c1 Apbb1ip Ssna1 Edf1 Tmem250-ps Brd3 Set Lrrc8a BC005624 Aif1l Swi5 Lcn2 Angptl2 Rbms1 Dpp4 Nfe2l2 Ube2l6 Slc43a3 Hsd17b12 Pamr1 Lmo2 Emc4 Emc7 Srp14 B2m Duoxa1 Snrpb Idh3b Ddrgk1 Prnp Thbd Chmp4b Raly Map1lc3a BC029722 Eif6 Scand1 Dlgap4 Manbal Pkig Sdc4 Pltp Eya2 Ube2v1 Cebpb Ptpn1 Vapb Ctsz Adrm1 Tpd52l2 Spry1 Tm4sf1 P2ry12 Ccnl1 Kpna4 Rps3a1 Hdgf Mrpl24 Naxe Fdps Scamp3 4933434E20Rik Tpm3 Rab13 S100a16 Psmb4 Psmd4 Vps72 Ctss Ecm1 Anp32e Sf3b4 Polr3gl Ngf Nras Rhoc Rap1a Gstm1 Prpf38b Vcam1 Ostc Lamtor3 Adh5 Lmo4 Srsf11 Pnrc1 Dnaja1 Bag1 Ube2r2 Dctn3 Il11ra1 Anp32b Gng10 Atp6v1g1 Lurap1l Psip1 Plin2 Tek Jak1 Mier1 Ssbp3 Czib Txndc12 Cyp4b1 Eri3 Atp6v0b Ybx1 Trappc3 Ak2 Tmem234 Ptp4a2 Wasf2 Nudc Cd52 Tmem50a Rsrp1 Syf2 Clic4 Id3 C1qb Ece1 Camk2n1 Nbl1 Capzb Szrd1 Efhd2 Pdpn Dhrs3 Fbxo6 Pex14 Pgd Park7 Tprgl Gnb1 Sri Psmc2 Kmt2e Il6 Fosl2 Grpel1 Nsg1 Hs3st1 Med28 Sod3 Rbpj Lias Uchl1 Limch1 Igfbp7 Cxcl1 Anxa3 Hnrnpd Gltp Rplp0 Pebp1 Erp29 Aldh2 Vps29 Arpc3 Sbds Mdh2 Fis1 Znhit1 Ap1s1 Gnb2 Mospd3 Ppp1r35 Lamtor4 Bri3 Arpc1b Hmgb1 Arf5 Cald1 Rarres2 Tmem176b Gpnmb Tra2a Creb5 Inmt Serbp1 Cd8b1 Tmem150a Particl Capg Tcf7l1 Tmsb10 Htra2 Aup1 Tex261 Spr Arl6ip5 Mitf Camk1 Arpc4 Brk1 Usp18 Phb2 Atn1 Ptms Mlf2 Chd4 Gapdh Ltbr Cd9 Gabarapl1 Ybx3 Smim10l1 Mgst1 Ldhb Ppfibp1 Mboat7 Tsen34 Cdc42ep5 Rps5 Chmp2a Ube2m Selenow Tmem160 Ap2s1 Ptgir Calm3 Ercc1 Apoe Tomm40 Bcl3 Rabac1 Gsk3a Exosc5 Snrpa Numbl Psmc4 Zfp36 Samd4b Mrps12 Nfkbib Eif3k Psmd8 Tbcb Rbm42 Sbsn Dmkn Scn1b Cebpg Etfb Emc10 Akt1s1 Ptov1 Rras Rpl13a Pih1d1 Snrnp70 Ftl1 Kdelr1 Ldha Klf13 Pcsk6 Mfge8 Pde8a Adamtsl3 Tmem126a Rps3 Lamtor1 Rhog Eif3f Adm 1110004F10Rik Arl6ip1 Gprc5b Tmem159 Coro1a Ypel3 Ino80e Bcl7c Stx4a Fus Tgfb1i1 Bag3 Ifitm2 Ifitm3 Hras Irf7 Cd151 Lsp1 Cdkn1c Tnfsf13b Naxd Letm2 Nsd3 Ddhd2 Rbpms Micu3 Fkbp8 Ssbp4 Jund Ccdc124 Use1 Babam1 Dda1 Bst2 Fam32a Klf2 Ndufb7 Tecr Dnajb1 Ier2 Nfix Gadd45gip1 Junb Trir Ces1d Cmtm3 Rrad E2f4 Tppp3 Psmb10 Sntb2 Psmd7 Il34 Gabarapl2 Maf Cotl1 Map1lc3b Cyba Rpl13 Dpep1 Casp4 Pin1 Shfl Icam1 Cdc37 Tmed1 Elof1 Ets1 Clmp Oaf Bcl9l Rexo2 Cryab Fdx1 Cox5a Ubl7 Anp32a Rpl4 Oaz2 Tmod2 Lysmd2 Senp6 Plscr1 Pcolce2 Rassf1 Naa80 Gnai2 Shisa5 Myd88 Rpsa Exosc7 Clec3b Cask Naa10 Renbp Emd Fam3a Vegfd Gpm6b TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_MYELOID_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_GONADAL_ADIPOSE_TISSUE_MYELOID_CELL_AGEING Col3a1 Ptma Lrrfip1 Arl8a Dpt Sdhc Pfdn2 Tagln2 Cd34 Gja1 Col6a2 Col6a1 Rrp1 Bsg Atp5d Oaz1 Gadd45b Map2k2 Tle5 Slc25a3 Dcn Lum Nabp2 Aebp1 Efemp1 Ebf1 Rack1 Gpx3 Sparc Ubb Ubb-ps Kdm6b Eif5a Ctdnep1 Arrb2 Pfn1 Spag7 Serpinf1 Ywhae Col1a1 Krt15 Krt14 Rab5c Ifi35 Dusp3 Fmnl1 Limd2 Cd79b Grb2 H3f3b Wbp2 Arhgdia Anapc11 Laptm4a Pdia6 Rps7 Nfkbia Max Srsf5 Rbm25 Calm1 Ckb Crip2 Nid1 H1f2 Dtnbp1 Prelid1 Tmed9 Hnrnpa0 Tkt Lgals3 Dhrs4 Ctsb Clu Dpysl2 Fyb Basp1 Eif3h Ly6d Ly6a Txn2 Csf2rb Gga1 Sh3bp1 Rpl3 Mrtfa Samm50 Fbln1 Creld2 Kmt2b Nr4a1 Atg101 Krt5 Prr13 Ranbp1 Ppp1r2 Hcls1 Fstl1 Ccdc80 Retnlg Hmgn1 Ezr Rnaset2b Sod2 Smoc2 Has1 Atp6v0c Snrpc Cdkn1a Pim1 H2-K1 H2-DMb1 Psmb9 H2-Ab1 H2-Aa Gpsm3 Clic1 Csnk2b H2-D1 Ppp1r11 Hsp90ab1 Tomm6 Ebi3 Myl12a Calm2 Reep5 Commd10 Eno1b Pold4 Rab1b Sf3b2 Drap1 Cfl1 Fam89b Ehd1 Prdx5 Fth1 Zfand5 Npm3 Psd Csf2ra Cdc123 Apbb1ip Entpd2 Set Swi5 Gsn Nfe2l2 Serping1 Spi1 Hsd17b12 Rcn1 Emc4 Fbn1 Il1b Raly Map1lc3a Scand1 Tgm2 Sdc4 Ptpn1 Ctsz Kpna4 Rps3a1 Scamp3 Jtb S100a8 S100a9 Psmd4 Igsf3 Olfml3 Ostc Eif4e Lmo4 Ccn1 Pnrc1 Dnaja1 Gng10 Plpp3 Scp2 Ybx1 Ptp4a2 Nudc Hmgn2 Clic4 Id3 Ece1 Capzb Efhd2 Tprgl Gnb1 Mxra8 Rheb Spon2 Htra3 Smim14 Ube2k Igfbp7 Cxcl1 Cxcl2 Cxcl10 Cxcl13 Hnrnpd Sparcl1 Crlf2 Tmem119 Gltp Srsf9 Rplp0 Pebp1 Erp29 Arpc3 Rsrc2 Vps37b Hspb1 Fis1 Mospd3 Bri3 Arpc1b Col1a2 Hilpda Tra2a Inmt Serbp1 Tacstd2 Cd8b1 Tmsb10 Aup1 Tex261 Spr Arpc4 Mfap5 Clec4a1 C1s1 Phb2 Ptms Mlf2 Gapdh Tnfrsf1a Cd9 Ccnd2 Mgp Ldhb Chmp2a Ube2m Selenow Tmem160 Ap2s1 Vasp Apoe Bcl3 Exosc5 Snrpa Psmc4 Zfp36 Samd4b Nfkbib Eif3k Yif1b Tbcb Rbm42 Dmkn Fxyd5 Etfb Emc10 Rpl13a Ftl1 Klf13 Furin Rps3 Lamtor1 Eif3f Bcl7c Htra1 Ifitm2 Nsd3 Zfp703 Ssbp4 Jund Ccdc124 Babam1 Ier2 Snx20 Mmp2 Cfdp1 Cmip Cotl1 Cyba Cbfa2t3 Rpl13 Dpep1 Pin1 Cdc37 Cadm1 Rexo2 Cox5a Csk Ubl7 Islr Pkm Rpl4 Cdv3 Shisa5 Rpsa Clec3b Rbm3 Gpc3 Bgn Naa10 Emd TABULA_MURIS_SENIS_HEART_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_T_CELL_AGEING Oaz1 Tle5 Dcn Snrpc Cfl1 Gsn P2ry12 Gstm1 Tmsb10 Apoe Rpl13a Ctsd TABULA_MURIS_SENIS_HEART_ATRIAL_MYOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_ATRIAL_MYOCYTE_AGEING Cops5 Inpp4a Fam126b Abca12 Hdac4 Nifk Ddx18 Tagln2 Lamb3 Pfkl Gatd3a Agpat3 Oaz1 Cactin Tle5 Aldh1l2 Ewsr1 Hba-a1 Pdlim4 Mief2 Vamp2 Fxr2 Dynll2 Vezf1 Pnpo Sp2 Ppp1r1b Slc25a39 Max Serpina3k Slc25a47 Mtr Isca1 Homer1 Samd8 Prxl2a Zmym2 Amacr Ly6a Rbfox2 Rac2 Slc38a4 Fbxo40 Retnlg Nkx2-5 Snrpc Mdga1 H2-Ab1 H2-Aa H2-Eb1 Agpat1 H2-Q10 Gnmt Dtna Matr3 Cd74 Fech Kdm2a Cfl1 Esrra Vegfb Macrod1 Syt7 Prpf19 Cpeb3 Golga7b Olfm1 Gca Ube2l6 Gm14295 Zfp704 Car2 Tdrkh Ctss Aph1a Rragd Ube2r2 Aldob Ambp Pappa Szt2 Id3 C1qb Pink1 Hspb7 Efhd2 Ctnnbip1 Ppm1g Gc Cxcl1 Hnrnpd Pxmp2 Selplg Rnf10 Arpc3 Cux1 Rnf216 Fam220a Lmtk2 Bri3 Arpc1b Kcnd2 Bpgm Mkrn1 Zfp775 Capg Tmsb10 Spr Gfpt1 Ptms Ccnd2 Tspan9 Cdkn1b Wbp11 Arhgdib Zfp579 Ube2m Dmpk Igsf23 Fxyd5 Med25 Nr2f2 Ppme1 Ipo7 Coro1a Ccnd1 Rbpms Jund Rab3a Nol3 Map2k5 Fbxo9 4930429F24Rik Paqr9 Scn10a TABULA_MURIS_SENIS_HEART_ENDOCARDIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_ENDOCARDIAL_CELL_AGEING Sdhc Bcr Ube2g2 Cirbp Oaz1 Tle5 Tnfsf12 H3f3b Anapc11 Laptm4a Cltb Tmed9 Zfp825 Rbm26 Maff Smagp Rnaset2b Slc9a3r2 Snrpc H2-Eb1 H2-D1 H2-Q6 Tomm6 Cox7a2l Drap1 Cfl1 Fth1 Egfl7 Lrrc8a Mall Map1lc3a P2ry12 Polr3gl Rhoc Casp6 Ptpru Gnb1 Rpl6 Bri3 Tmsb10 Spr Ptms Tmem160 Prrg2 Rpl13a Lamtor1 Ypel3 Eif4ebp1 Jund Cbfa2t3 Fbxo9 Eef1a1 TABULA_MURIS_SENIS_HEART_ENDOTHELIAL_CELL_OF_CORONARY_ARTERY_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_ENDOTHELIAL_CELL_OF_CORONARY_ARTERY_AGEING Ptma Pcp4l1 Tagln2 Mtarc2 Atf3 Bsg Gpx4 Oaz1 Hmg20b Tle5 Dcn Lyz2 Slc26a10 Tgtp2 Igtp Ubb-ps Kdm6b Eif5a Pfn1 Spag7 Abi3 Mllt6 Meox1 Icam2 H3f3b Arhgdia Laptm4a Srsf5 Fos Lgmn Ckb Cltb Tmed9 Hexb Plpp1 Clu Dpysl2 Rpl3 Smagp Nr4a1 Prr13 Cldn5 Rnaset2b Dusp1 Snrpc H2-K1 H2-Ab1 H2-Aa H2-Eb1 Clic1 H2-D1 H2-Q6 Ier3 Calm2 Cd74 Smad7 Drap1 Ccdc85b Cfl1 Gata3 Vim Egfl7 Lrrc8a Gsn Tcf15 Map1lc3a Sdc4 Ube2v1 Adrm1 Stmn2 Skil P2ry12 Rps3a1 S100a6 Ecm1 Rhoc Gstm2 Ccn1 Bcl10 Ybx1 Fam110d C1qb Ece1 Gnb1 Msx1 Igfbp7 Gltp Rplp0 Rpl6 Aldh2 Bri3 Arpc1b Capg Tmsb10 Tex261 Spr Mgll Ptms Cd9 Mgp Mgst1 Ldhb Chmp2a Tmem160 Apoe Sertad1 Rpl13a Ftl1 Ppp1r15a Ldha Klf13 Rps3 Eif3f Aldoa Tgfb1i1 Bnip3 Ctsd Jund Klf2 Ier2 Junb Tppp3 Rpl13 Smco4 Pkm Rpl4 Anxa2 Lysmd2 Eef1a1 Trf Rpsa Gpr34 TABULA_MURIS_SENIS_HEART_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING Gsta3 Aox3 Ptma Arl8a Phlda3 Myoc Sdhc Tagln2 Atf3 Hsd11b1 Sumo3 Rrp1 Bsg Gpx4 Cirbp Oaz1 Gadd45b Nfic Gna11 Tle5 Slc25a3 Lyz2 Ndufa4l2 Nabp2 Cd63 Selenom Efemp1 Rack1 Irf1 Gpx3 Ubb-ps Kdm6b Tnfsf12 Eif5a Pfn1 Ywhae Tnfaip1 Meox1 Sox9 H3f3b Wbp2 Cygb Srsf2 Socs3 Lgals3bp Arhgdia Anapc11 Laptm4a Rps7 Zfp36l1 Srsf5 Npc2 Fos Lgmn Serpina3n Crip2 Ninj1 Cltb Pdlim7 Tmed9 Tkt Phf11d Ctsb Dpysl2 Rbm26 Myc Ly6a Ly6c1 Grina Txn2 Cyb5r3 Twf1 Mettl7a1 Nr4a1 Igfbp6 Prr13 Ahsg Rtp4 Hes1 Apod Pla1a Nfkbiz Rnaset2b Snrpc H2-K1 Psmb8 H2-Ab1 H2-Aa C4b Clic1 H2-D1 Ier3 Tubb5 H2-T23 Tomm6 C3 Egr1 Cystm1 Cd74 Gstp1 Sf3b2 Drap1 Cfl1 Prdx5 Fth1 Il33 Tcf7l2 Vim Tubb4b Npdc1 Lrrc8a Ak1 Gcg Cd82 Hsd17b12 B2m Fbln7 Prnp Thbd Rem1 Bcl2l1 Map1lc3a Dlgap4 Mafb Ccn5 Pltp Snai1 Ube2v1 Adrm1 Skil Tm4sf1 Fdps S100a16 Sf3b4 Ngf Olfml3 Rhoc Gstm1 Vcam1 Adh1 Lmo4 Ccn1 Penk Akr1a1 Ybx1 Id3 C1qb C1qc C1qa Szrd1 Dhrs3 Nppa Gnb1 Cytl1 Nsg1 Igfbp7 Cxcl1 Rplp0 Pebp1 Rpl6 Arpc3 Mospd3 Pcolce Bri3 Arpc1b Tmem176b Tmem176a Gpnmb Inmt Rnf181 Capg Tmsb10 Tex261 Spr Arpc4 Ptms Tnfrsf1a Cd9 Gabarapl1 Arhgdib Mgst1 Ldhb Selenow Tmem160 Ap2s1 Apoe Zfp36 Fxyd5 Scn1b Emc10 Rras Rpl13a Ftl1 Kdelr1 Ldha Adamtsl3 Rps3 Lamtor1 Eif3f Aldoa Bcl7c Ifitm2 Cd151 Tspan4 Cdkn1c Ddhd2 Ssbp4 Jund Bst2 Ier2 Junb Ces1d Cx3cl1 Cmtm3 Cotl1 Cyba Rnf166 Rpl13 Mmp3 Icam1 Elof1 Fxyd6 Cryab Rpl4 Trf Shisa5 Rpsa Rbm3 Mid1ip1 Slc25a5 Plp1 TABULA_MURIS_SENIS_HEART_MONOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_MONOCYTE_AGEING Cnnm4 Ptma Dpt Sdhc Lilrb4a Bsg Oaz1 Map2k2 Tle5 Slc25a3 Dcn Lum Lyz1 Selenom Gpx3 Sparc Ubb-ps Kdm6b Tnfsf13 Eif5a Arrb2 Pfn1 Abi3 Gngt2 H3f3b Wbp2 Arhgdia Metrnl Rps7 Nfkbia Srsf5 Ifi27 Gadd45g Tmed9 Lgals3 Dpysl2 Basp1 Grina Rpl3 Prr13 Ubald1 Ccdc80 Rnaset2b Atp6v0c Snrpc H2-K1 H2-DMb1 Psmb8 H2-Ab1 H2-Aa H2-Eb1 C4b Ier3 Ppp1r11 H2-M2 Tomm6 Drap1 Cfl1 Anxa1 Csf2ra Cdc123 Vim Spi1 Il1b Map1lc3a Scand1 Sdc4 Ctsz Skil Fdps S100a6 Ecm1 Plekho1 Sf3b4 Rhoc Gstm1 Cd72 Id3 C1qa Efhd2 Slc2a5 Gnb1 Cxcl1 Cxcl2 Cxcl13 Crlf2 Rplp0 Pebp1 Rpl6 Erp29 Arpc3 Znhit1 Lamtor4 Bri3 Arpc1b Capg Tmsb10 Tex261 Spr Phb2 Ptms Cd9 Mgp Mgst1 Bbc3 Tmem160 Tbcb Fxyd5 Emc10 Rpl13a Ftl1 Siglech Zfp710 Rps3 Lamtor1 Eif3f Bcl7c Ifitm2 Tspan32 Cd209f Ssbp4 Jund Ifi30 Ccdc124 Ier2 Trir Cotl1 Cyba Mmp12 Acp5 Cox5a Rpl4 Anxa2 Tmed3 Shisa5 Rbm3 Slc25a5 Vsig4 Il2rg TABULA_MURIS_SENIS_HEART_VALVE_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_VALVE_CELL_AGEING Ptma Arl8a Sdhc Cirbp Oaz1 Tle5 Dcn Phlda1 Dtx3 Ndufa4l2 Selenom Ubb-ps Kdm6b Tnfsf12 Ywhae Mllt6 Thra Nkiras2 Wbp2 Cygb Arhgdia Ap4s1 Trappc6b Srsf5 Fos Lgmn Hexb Sncg Dpysl2 Ednrb Spry2 Gga1 Nr4a1 Prr13 Ubald1 Hes1 Pcnp Atp6v0c Phf1 Snrpc Ddah2 H2-D1 Tomm6 Pkdcc Mcfd2 Cystm1 Ndfip1 Txnl1 Rbfa Sf3b2 Drap1 Cfl1 Plce1 Vim Brd3 Lrrc8a Sh3glb2 Gsn Gcg Mapk8ip1 Gm13889 Ehd4 Secisbp2l Rem1 Foxs1 Map1lc3a Pkig Snai1 Ube2v1 Anxa5 Spry1 P2ry12 Sf3b4 Polr3gl Ngf Rhoc Lamtor3 Nudc Gnb1 Ube2j2 Tmem119 Castor2 Tsc22d4 Bri3 Zfp862-ps Serbp1 Tcf7l1 Tmsb10 Tex261 Spr Wnk1 Atn1 Ptms Vasp Apoe Hnrnpl Emc10 Bcl2l12 Rcn3 Rpl13a Mesd Ilk Stx4a Tgfb1i1 Cend1 Cd151 Ctsd Frg1 Fkbp8 Jund Mast3 Junb Cmtm3 Zfhx3 Oaz2 Plod2 Naa80 Plp1 TABULA_MURIS_SENIS_HEART_VENTRICULAR_MYOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_VENTRICULAR_MYOCYTE_AGEING Psmd1 Pam Copa Serinc1 Psap Gatd3a Rrp1 Csnk1g2 Map2k2 Eef2 Tle5 Nudt4 Smtn Ewsr1 Sqstm1 Hnrnpab Gpx3 G3bp1 Unc45b Psmd3 Gaa Laptm4a Klc1 Adssl1 Actn2 Sox4 Cap2 Tmed9 Lrp10 Clu Puf60 H1f0 Cpt1b Calcoco1 Ahsg App H2-K1 H2-D1 Clip4 Kcng2 Doc2g Esrra Prpf19 Tubb4b Ehd4 Raly Gnas Selenot Fcrls Cct3 Lmna Pbxip1 Selenbp1 Atp1a1 Vcp Tpm2 Aldh1b1 Rraga Thrap3 Map7d1 Laptm5 Trim63 Pink1 Hspb7 Nppa Kcnk3 Trim54 Ctbp1 Maea Corin Rnf10 Aldh2 Eif3b Mtus2 Chrm2 Dctn1 Spr Pcbp1 Arl6ip5 Dmpk Nectin2 Bcam Bckdha Emc10 Ptov1 Med25 Kdelr1 Slco3a1 Btbd1 Dkk3 Sec23ip Oat Ric8a Psmd13 Cd151 Lamp1 Slc20a2 Cpe Fkbp8 Jund Ces1d Amfr Got2 Tppp3 Dnaja4 Pkm Eef1a1 Copb2 Trf Lamb2 Uba1 Emd Atp6ap1 Maged1 Plp1 TABULA_MURIS_SENIS_HEART_AND_AORTA_CARDIOMYOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_CARDIOMYOCYTE_AGEING Rpl7 Mrpl30 Acadl Myl1 Ndufa10 Btg2 Ufc1 Gm5069 H3f3a Rps12 Snx3 Gpx4 Oaz1 Rps26 Rps15a-ps6 Vdac1 Ubb Gabarap Rpl23a Nme2 Rpl23 Rpl19 Eif1 Atp5h Sumo2 Cfl2 Serpinb6a Pdlim7 Rps23 Rpl15 Rps24 Arf4 Selenok Timm23 Rpl8 Rpl3 Eif4b Atp5g2 Rpl31-ps12 Morf4l1-ps1 Cox17 Rpl24 Mpc1 Psmb1 Rps2 H2-D1 Flot1 Vapa Myl12a Rpl17 Fth1 Ankrd1 Phyh Rpl7a Rpl12 Dstn Gnas Rps3a1 S100a6 Vps72 Myoz2 Rps20 Pnrc1 Rps6 Jun Atpif1 Efhd2 Park7 Aurkaip1 Igfbp7 Mir703 Gltp Rplp0 Rpl6 Hspb1 Cox19 Rpl21 9330158H04Rik Rpl32 Gapdh Rps9 Rps5 Pdcd5 Rps11 Rpl13a Ftl1 Csrp3 Rps3 Rpl27a Rps13 Aldoa Slc25a4 Rpl18a Use1 Junb Mt2 Mt1 Map1lc3b Rps25 Rpl4 Tpm1 Eef1a1 Tmed3 Morf4l1 Rnf7 Rbm3 Rpl39 Fhl1 Rpl10 Rps4x Cox7b Rpl36a Smpx TABULA_MURIS_SENIS_HEART_AND_AORTA_ENDOCARDIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_ENDOCARDIAL_CELL_AGEING Rpl31 Rpl37a Rps12 Rpl23 Rpl38 Rps29 Lgmn Rps23 Rps24 Rpl37 Rpl31-ps12 Rps10 Rps28 Rps18 H2-K1 H2-Ab1 H2-Aa H2-Eb1 H2-D1 H2-Q4 Lrg1 Rpl36 Cd74 Rpl12 Serping1 B2m Rps21 Ccn1 Rps20 Nppa Rplp0 Rpl6 Rpl32 Rps3 Rps15a Rplp2 Junb Eef1a1 Rbm3 Rpl39 TABULA_MURIS_SENIS_HEART_AND_AORTA_ENDOTHELIAL_CELL_OF_CORONARY_ARTERY_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_ENDOTHELIAL_CELL_OF_CORONARY_ARTERY_AGEING Pcmtd1 Rpl7 Klf7 Rpl37a Gm7609 Nucks1 Btg2 Ier5 4930523C07Rik Gas5 Fmo1 Fmo2 Tagln2 Capn2 Cr1l Akap12 Rps12 Nus1 Smpdl3a Psap Gstt1 Cirbp Dcn Rassf9 Sptbn1 Sqstm1 Irf1 2410006H16Rik Rpl23a Slfn2 Gngt2 Rpl19 Stat3 Meox1 Cd300lg Pecam1 Ddx5 Rpl38 Socs3 Actg1 Ubxn2a Id2 Meox2 Rps29 Zfp36l1 Rbm25 Fos Hsp90aa1 Crip1 Klf6 H2bc4 Serpinb6a Pxdc1 Edn1 Dek Gadd45g Cltb Ctla2a Rps23 Anxa7 Rps24 Mustn1 Sh3bp5 Sncg Clu Itm2b Tsc22d1 Elf1 Dnajc3 Rpl37 Eif3e Ndrg1 Ly6a Ly6c1 Gpihbp1 Eef1d Maff Rpl3 Atf4 Cyb5r3 Pim3 Slc38a2 Tuba1b Lima1 Pfdn5 AU021092 Emp2 Litaf Cebpd Rpl31-ps12 Cldn5 App Sod1 Son Srrm2 Rpl10a Cdkn1a Pi16 Rps28 H2-K1 Psmb9 Psmb8 H2-Ab1 H2-Aa Hspa1a Clic1 H2-D1 H2-Q4 Ier3 H2-T23 Rpl36 Xdh Epas1 Kif5b Iigp1 Cd74 Ablim3 Rpl17 Smad7 Malat1 Ehd1 Plaat3 Slc3a2 Gda Sgms1 Fas Pdlim1 Ablim1 Csprs Vim Tubb4b Eng Rpl12 Rpl35 Pkp4 Nostrin Nfe2l2 Slc43a3 Ehd4 B2m Ddrgk1 Plcb4 Rrbp1 Id1 Rbm39 Rpn2 Tgm2 Serinc3 Sox18 Stmn2 Hey1 Rpl22l1 Rps3a1 Adam15 S100a6 Tspan2 Gstm2 Snhg8 Gbp2 Ccn1 Rps20 Pnrc1 Hrct1 Klf4 Nfib Rps6 Jun Pde4b Cyp4b1 Ybx1 Tinagl1 Wasf2 Fam110d Rsrp1 Syf2 Clic4 Id3 Camk2n1 Rbp7 Abcb1a Cd36 Gm15421 Klf3 Lnx1 Anxa3 Tbx3 Rpl6 Aldh2 Ubc Rpl21 Flt1 Tmem140 Tax1bp1 Capg Mgll Fbln2 Slc6a6 Timp4 Cxcl12 Clec1a Klra9 Apold1 Rps9 Rps5 Nop53 Ercc1 Rps19 Sertad1 Rpl13a Ppp1r15a Mfge8 Galnt18 Aldoa Bnip3 Ctsd Plat Ankrd37 Lpl Jund Rpl18a Use1 Calr Junb Adgrg1 Tppp3 Cdh13 Rpl13 Tcf25 Icam1 Esam Mcam Rps25 Rdx Pkm Smad6 Rpl4 Anxa2 Tmod3 Lysmd2 Eef1a1 Plscr1 Plscr2 Rassf1 Rbm3 Rpl39 Rpl36a TABULA_MURIS_SENIS_HEART_AND_AORTA_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_FIBROBLAST_OF_CARDIAC_TISSUE_AGEING Rpl7 Gsta3 Rpl31 Aox3 Eef1b2 Rpl37a Serpine2 Pam Cd55 Gas5 Myoc Fmo2 Uap1 Ifi207 Mndal Ifi203 Ifi205 Hsd11b1 Rps12 Ccn2 Cirbp Rps15 Eef2 Ctdsp2 Lrp1 Naca Rpl41 Aebp1 Rps15a-ps6 Efemp1 Rps27a Npm1 Rack1 Gfpt2 Sqstm1 Gpx3 2410006H16Rik Cxcl16 Rpl23a Slfn5 Rpl23 Rpl19 Stat3 Rpl27 Vat1 Sox9 Rpl38 Cygb Socs3 Iah1 Id2 Rps7 Rps29 Rhoj Wdr89 Zfp36l1 Npc2 Fos Ifi27l2a Crip2 Crip1 H2bc4 Cltb Rps23 Nsa2 Enc1 Btf3 Rpl15 Rtraf Rps24 Plac9 Tmem254 Mustn1 Rnase4 Mmp14 Ctsb Scara5 Pdlim2 Tpt1 Mycbp2 Selenop Rpl37 Pabpc1 Eif3e Eif3h Enpp2 Ly6e Ly6a Ly6c1 Eef1d Plec Grina Lgals1 Maff Rpl3 Cyb5r3 Tspo Cpne8 Faim2 Nr4a1 Smim41 Igfbp6 Pfdn5 Prr13 Atp5g2 Carhsp1 Litaf Rpl31-ps12 Comt Ahsg Rpl35a Cd47 Rpl24 Col8a1 App Sod1 Smoc2 Psmb1 Rps2 Rps10 Rpl10a Pi16 Rps28 Rps18 H2-K1 Psmb8 Gpsm3 Tnxb C4b H2-D1 H2-Q4 Ier3 H2-T23 Rpl36 C3 Man2a1 Ralbp1 Lbh Xdh Cox7a2l Zfp36l2 Rps14 Cd74 Rpl17 Cyb5a Neat1 Fau Fth1 AW112010 Ms4a4d Anxa1 Gda Il33 Scd1 Add3 Vim Apbb1ip Entpd2 Rpl7a Rpl12 Rpl35 Cd302 Scn7a Pde1a Serping1 Slc43a3 Eif3m B2m Thbd Pltp Zfas1 Snai1 Rps21 Eef1a2 Fabp4 Cp Rpl22l1 Rps3a1 Rps27 S100a13 S100a6 Selenbp1 Mcl1 Txnip Ngf Gstm2 Gstm1 Vcam1 1810037I17Rik Snhg8 Ccn1 Rps20 Penk Pnrc1 Clta Tgfbr1 Klf4 Txn1 Svep1 Rps6 Cdkn2c Rps8 Rspo1 Rsrp1 Rpl11 Id3 Nbl1 Pdpn Nppa Rpl22 Vwa1 Sdf4 Gm15421 Kmt2e Mrpl33 Fosl2 Cytl1 Sod3 Cxcl1 Anxa3 Mir703 Sparcl1 Rpl5 Rplp0 Rpl6 Hspb1 Arpc1b Rpl21 Medag Tmem140 Tmem176b Tmem176a Inmt Vamp5 Capg Hk2 Mgll Fbln2 Foxp1 Bhlhe40 Rpl32 Mfap5 C1ra C1s1 Emp1 H2aj Mgst1 Rps9 Rps5 Nop53 Rps19 Rps16 Eif3k Fxyd5 Gpi1 Rps11 Rpl13a Ftl1 Rpl18 Pcsk6 Rps17 Rps3 Eif3f Rpl27a Rps13 Rps15a Ifitm2 Ifitm3 Rplp2 Lsp1 Plat Sfrp1 Htra4 Uba52 Ssbp4 Rpl18a Use1 Bst2 Pgls Klf2 Junb Ces1d Mt2 Mt1 Map1lc3b Rpl13 Dpep1 Mmp3 Icam1 Rab3d Clmp Rps25 Fxyd6 Rplp1 Rpl4 Eef1a1 Pcolce2 Rbp1 Trf Rpl29 Gpx1 Rpsa Rpl14 Clec3b Rbm3 Timp1 Rpl39 Bgn Rpl10 Rps4x Rpl36a Gpm6b G530011O06Rik TABULA_MURIS_SENIS_HEART_AND_AORTA_LEUKOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_LEUKOCYTE_AGEING Eef1b2 Rpl37a Tns1 Ier5 Gas5 Fcgr2b Rps12 Lilrb4b Smpdl3a Srgn Itgb2 Btg1 Dcn Rps15a-ps6 Plek Rps27a Rack1 2410006H16Rik Rpl23a Ccl7 Ccl8 Ccl6 Wfdc17 Rpl23 Rpl19 Stat3 Rpl38 Socs3 Metrnl Rps7 Rps29 Fos Tnfaip2 Ninj1 Rps23 Plac9 Lgals3 Tpt1 Rpl37 Klf10 Trib1 Ly6a Ly6c1 Atf4 Nr4a1 Pfdn5 Rpl35a Nfkbiz Samsn1 Synj1 Msrb1 Rps10 Pim1 Rps28 Rps18 C4b Ier3 Rpl36 Xdh Cox7a2l Rps14 Cdk2ap2 Fau Ms4a6d Mpeg1 Anxa1 Gda Rpl35 Nfe2l2 Dusp2 Il1b Zfas1 Rps21 Fabp4 Sirpb1c Rpl22l1 Ccnl1 Rps3a1 S100a4 S100a6 Mcl1 Ecm1 Snhg8 Lmo4 Rps20 Pnrc1 Klf4 Rps8 Id3 Nadk Fosl2 Rpl9 Igfbp7 Cxcl13 Rpl5 Rpl6 Hspb1 Clec4d Mgst1 Rps9 Pirb Nop53 Rps19 Zfp36 Napsa Rps11 Rpl13a Rps13 Rps15a Nupr1 Ifitm2 Ifitm6 Cd209f Cd209g Jund Junb Icam1 Acp5 Rps25 Eef1a1 Rpl14 Rbm3 Rpl39 Bgn Rpl10 Vsig4 Rps4x Gm6377 Rpl36a TABULA_MURIS_SENIS_HEART_AND_AORTA_SMOOTH_MUSCLE_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_HEART_AND_AORTA_SMOOTH_MUSCLE_CELL_AGEING Btg2 Ier5 Gas5 Atf3 Gstt1 Btg1 Dcn Higd1b Ddx5 Rpl38 Socs3 Rps29 Fos Hsp90aa1 Plac9 Sncg Nr4a1 Cebpd Rpl31-ps12 Hes1 Nfkbiz Cdkn1a Rps28 H2-D1 H2-Q4 Ier3 Malat1 Pdlim1 Nr4a2 Gm13889 Prnp Cebpb S100a6 Gstm1 Ttll7 Pnrc1 Jun Pde4b Id3 Fosl2 Rpl6 Aldh2 Ubc Rasl11a Capg Fosb Zfp36 Ftl1 Ppp1r15a Ctsd Jund Junb Eef1a1 Rbm3 Rpl39 TABULA_MURIS_SENIS_KIDNEY_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_T_CELL_AGEING Casp8 Cd28 Pdcd1 Dbi Rgs1 Fasl Ifi203 Tnfaip3 Gpx4 Sec61g Gpx3 Ccl5 Rpl38 Id2 Hectd1 Fos Ifi27 Serpina3g Klf6 Slc34a1 Gpr183 Rida Trps1 Ndrg1 Dusp1 Psmb8 AW112010 Nr4a2 B2m Cst3 Zbp1 S100a4 S100a6 S100a9 S100a11 S100a10 Aldob Txn1 Rnf19b Rpa2 Runx3 Camk2n1 Isg15 Fgl2 Igfbp7 Spp1 Atp5k 1810058I24Rik Gimap7 Tmem176b Lsm5 Vamp8 Bhlhe40 Lag3 Cd69 Fosb Nkg7 Jund Junb Fxyd2 Cxcr6 TABULA_MURIS_SENIS_KIDNEY_BRUSH_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_BRUSH_CELL_AGEING Ackr3 Tmem37 Dbi Gas5 Mfsd4b5 Ddt Gstt1 Rdh16f2 Gpx3 Apob H1f2 Fbp2 Rps23 Tmem254 Itm2b Prlr Rida Cyp2d9 Miox Kng2 Cbr1 Rpl10a H2-K1 H2-Ab1 H2-Aa H2-Eb1 Cfb Cd74 Ass1 B2m Wfdc2 Rps3a1 Hao2 Pdzk1ip1 Ybx1 Dhrs3 Rpl22 Rpl9 Igfbp7 Spp1 Iscu Rplp0 Rpl6 Aldh2 Rpl21 Rps9 Rps5 Apoe Ethe1 Rps19 Cyp2a4 Ftl1 Rps3 Rps13 Cox8b Cd81 Kcnk1 Rpl4 Eef1a1 Rpl10 Rps4x Tmsb4x TABULA_MURIS_SENIS_KIDNEY_EPITHELIAL_CELL_OF_PROXIMAL_TUBULE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_EPITHELIAL_CELL_OF_PROXIMAL_TUBULE_AGEING Rpl7 Gsta3 Mrpl30 Rpl31 Hspe1 Sumo1 Eef1b2 Pecr Rpl37a Tmem37 Dbi Nuak2 Btg2 Npl Gas5 Mpc2 Tmco1 Aldh9a1 Tstd1 Cox20 H3f3a Lyplal1 Nenf Iyd Abracl Sgk1 Rps12 Ncoa7 Mfsd4b5 Mfsd4b1 Ascc1 Dnajc12 Cisd1 Ddt Gstt1 Gatd3a Cstb Polr2e Gpx4 Rps15 Oaz1 Slc25a3 Mrpl42 Csrp2 Tmem19 Tmbim4 Rdh16f2 Naca Rpl41 Rps26 Mettl7b Selenom Mrps24 Rps15a-ps6 Ddc Sec61g Rps27a Npm1 Ccng1 Rack1 Hint1 Guk1 Naa38 Tmem256 Gabarap C1qbp Txndc17 Spns3 Tmigd1 Rpl23a Car4 Nme1 Rpl23 Rpl19 Mien1 Eif1 Rpl27 Ddx5 Rpl38 Sumo2 H3f3b Ndufaf8 Actg1 Anapc11 Apob Iah1 Id2 Rps7 Sptssa Cfl2 Rps29 Rpl36al Zfp36l1 Srsf5 Acot1 Gstz1 Slirp Ifi27 Akr1c21 Klf6 H2bc4 H1f2 Bphl Psmg4 Fbp2 Rps23 Bhmt Btf3 Mocs2 Rpl15 Rtraf Adk Rps24 Tmem254 Spcs1 Prxl2a ccdc198 Mrpl52 Dhrs4 Itm2b Tpt1 Ggact Ghr Rpl37 Prlr Cmbl Laptm4b Rida Eif3e Eif3h Ndufb9 Eef1d Rpl8 Tst Mpst H1f0 Rpl3 St13 Cyp2d12 Mettl7a1 Cela1 Pfdn5 Atp5g2 Abat Rpl31-ps12 Rpl35a Fam162a Slc15a2 Rpl24 Cbr1 Hmgn1 Gtf2h5 Rnaset2b Mpc1 Hcfc1r1 Srrm2 Eci1 Rps2 Cuta Rps10 Rpl10a Srsf3 BC004004 Rps28 Ndufa7 Rps18 Cfb Apom 2310039H08Rik Tomm6 Sult1c2 Micos13 Rpl36 Cox7a2l Spink1 Aldh7a1 Rps14 Cd74 Acaa2 Rpl17 Cyb5a Fau Slc22a12 Fkbp2 Cox8a Slc22a29 Slc22a8 Ubxn1 Eef1g Fth1 Tmem252 Cpn1 Cyp2c23 Scd1 Cubn Commd3 Rpl7a Ass1 Swi5 Rpl12 Rab14 Rpl35 Cd302 Hnrnpa3 Immp1l Nop10 Gchfr B2m Ddrgk1 Dstn Defb29 Rab5if Wfdc2 Cyp24a1 Rps21 Rpl22l1 Dnajc19 Rps3a1 Hdgf Lamtor2 Krtcap2 Dpm3 Rps27 Jtb S100a1 S100a11 S100a10 Hsd3b4 Hao2 Gstm5 Gstm1 Cnn3 Snhg8 Npnt Ppa2 Ube2d3 H2az1 Kyat3 Ccn1 Gng5 Cryz Rps20 Chchd7 Rab2a Pnrc1 Ndufb6 Ube2r2 Ccdc107 Hint2 Clta Txn1 Rps6 Jun Dhcr24 Tmem59 Scp2 Cyp4a14 Cyp4a10 Cyp4b1 Rps8 Guca2b Eif3i Rpl11 Tcea3 Cda Camk2n1 Akr7a5 Dhrs3 Rpl22 Rer1 Sri Ost4 Atraid Mrpl33 Mrfap1 Med28 Rpl9 Igfbp7 Gc Mir703 Rpl5 Pxmp2 Iscu Rplp0 Rpl6 Aldh2 Hpd Rpl21 Polr1d Hmgb1 Ndufa4 Slc13a1 Fmc1 Gstk1 Hibadh Aqp1 Krcc1 Retsat Bola3 Tex261 Mgll Slc6a6 Rpl32 Grcc10 Gabarapl1 Hebp1 Mgst1 Rps9 Rpl28 Rps5 Gemin7 Apoe Ethe1 Rps19 Cyp2a4 Rps16 Mrps12 Eif3k Tmem147 Napsa Rps11 Rpl13a Ftl1 Bax 0610005C13Rik Rpl18 Ldha Rps17 Rps3 Eif3f Rpl27a Rps13 Rps15a Bola2 Sephs2 Vkorc1 Bnip3 Echs1 Rplp2 Mrpl23 Cd81 Ccnd1 Gas6 Gsr Acsl1 Uba52 Jund Rpl18a Mrpl34 Pgls Gcdh Prdx2 Nqo1 Cox4i1 Rpl13 Tomm20 Ubl5 Tmem205 Rps25 Gm5617 Pts Cox5a Rplp1 Anp32a Calml4 Rpl4 Slc51b Rps27l Gsta4 Gsta5 Gsta2 Eef1a1 Rnf7 Spsb4 Anapc13 Rpl29 Slc38a3 Gpx1 Acaa1b Slc22a13 Rpsa Rpl14 Rbm3 Ndufb11 Rpl39 Ssr4 Rpl10 Fundc2 Rps4x Cox7b Rpl36a Hsd17b10 Sat1 TABULA_MURIS_SENIS_KIDNEY_FENESTRATED_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_FENESTRATED_CELL_AGEING Serpine2 Nucks1 Dnm3 Fmo1 Rps12 Rps15 Tle5 Rassf9 Gpx3 Rpl23a Nme2 Rpl19 Egln3 Zfp36l1 Ifi27l2a Tnfaip2 Crip1 Rala Cltb Aopep Rps24 Sncg Tpt1 Ankrd33b Ly6a Prr13 Emp2 Sod1 Rps10 Rps28 H2-K1 H2-DMb1 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Cfb Spink1 Gm4951 Synpo Cd74 Smad7 Plaat3 Fth1 Csprs Vim Rpl12 B2m Mal Rps21 Rps3a1 S100a6 Vcam1 Rps20 Car8 Rps6 Ybx1 Fam110d Alpl Camk2n1 Plac8 Spp1 Mlec Aldh2 Rpl21 Slc6a6 Foxp1 Kap Apoe Fxyd5 Scn1b Napsa Rpl13a Rpl18 Plat Ndufb7 Rpl13 Rplp1 Rpl14 Rpl10 Tmsb4x TABULA_MURIS_SENIS_KIDNEY_FIBROBLAST_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_FIBROBLAST_AGEING Eef1b2 Rps15 Rps26 Rps15a-ps6 Rps27a Rpl23 Rpl27 Rps23 Rpl37 Ly6a Rpl8 Rpl31-ps12 Rps10 Rps28 Rps18 C4b C3 AW112010 Rpl12 Rpl22 Rpl6 Rpl21 Fbln2 Rpl32 C1s1 Rps9 Rps5 Rps19 Rps16 Rps17 Rps3 Rps13 Rps15a Rpl18a Rpl13 Rps25 Rpl39 Rps4x TABULA_MURIS_SENIS_KIDNEY_KIDNEY_COLLECTING_DUCT_EPITHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_COLLECTING_DUCT_EPITHELIAL_CELL_AGEING Sdhc F11r Tle5 Ndrg2 Slc39a6 Spink1 Cfl1 Malat1 Neat1 Tmx4 Cst3 Ybx1 Akr7a5 Pebp1 Tprkb Ptms Rpl13a Ctsd TABULA_MURIS_SENIS_KIDNEY_KIDNEY_COLLECTING_DUCT_PRINCIPAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_COLLECTING_DUCT_PRINCIPAL_CELL_AGEING Hs6st1 Eif5b Rpl31 Rpl37a Itm2c Ptma Pam Nucks1 Klhdc8a Nuak2 Btg2 Elf3 Atp6v1g3 Tpr 4930523C07Rik Prrc2c F11r Atf3 Nenf Rps12 Ncoa7 Rwdd1 Cd24a Gcc2 Bicc1 Col18a1 Rrp1 Gpx4 Cirbp Rps15 Mbd3 Gadd45b Hmg20b Timp3 Hsp90b1 Btg1 Nap1l1 Avpr1a Xbp1 Sertad2 Rps27a Rtn4 Foxi1 Rack1 Hnrnph1 Hnrnpab Irf1 Gpx3 Larp1 Ncor1 Chd3 Eif5a Cldn7 Cxcl16 Spag7 Spns2 Zfp207 Vezf1 Hoxb9 Hoxb4 Rpl23 Lasp1 Rpl19 Rab5c Coa3 Mapt Ddx42 Ddx5 Fam104a Rpl38 H3f3b Socs3 Ubxn2a Rhob Rps7 Tspan13 Scin Pnn Rps29 Tmem30b Syne2 Zfp36l1 Srsf5 Synj2bp Rbm25 Tmed10 Fos Irf2bpl Calm1 Ifi27 Cdc42bpb Klf6 Rala Sox4 Foxq1 Serpinb9 Tubb2b Nol7 Prelid1 B230219D22Rik Hnrnpa0 Rps23 Iqgap2 Pik3r1 Rps24 Tmem254 Prkcd Prxl2a Ktn1 Hnrnpc Stc1 Entpd4 Zc3h13 Tpt1 Tsc22d1 Elf1 Mycbp2 Rpl37 Mtdh Laptm4b Mal2 Trib1 Ndrg1 Ly6e Myh9 Cbx6 Tnrc6b St13 Cyb5r3 Miox Zcrb1 Scaf11 Slc48a1 Tuba1b Tuba1a Krt8 Krt18 Glis2 Litaf Rpl31-ps12 Car15 1300002E11Rik Lpp Pak2 Muc20 Rpl35a Golgb1 Nectin3 Bbx Rpl24 Cxadr Adamts1 Arid1b Stub1 Dusp1 Rps10 Srsf3 Brd4 Rab11b Rps28 Tapbp Pfdn6 Rps18 H2-K1 Hspa1a H2-D1 Cd2ap Adgrf5 Ccnd3 Twsg1 Tgif1 Myl12a Eml4 Epcam Aqp4 Fhod3 Reep5 Pura Hbegf Slc4a9 Spink1 Eif1a Cd74 Smad7 Chka Malat1 Neat1 Flrt1 Mark2 Ubxn1 Ahnak Zfand5 Slc35g1 Oga Sptan1 Set Lcn2 Rpl12 Rpl35 Dync1i2 Nfe2l2 Ssrp1 Trim44 Scg5 B2m Cenpb Dstn Rrbp1 Map1lc3a Ywhab Cebpb Stx16 Rps21 Dnajc5 Rbis Ccnl1 Rps3a1 Hdgf Muc1 Rps27 S100a13 S100a16 S100a11 S100a10 Mcl1 Hipk1 Gstm1 Sort1 Celsr2 Prpf38b Ddit4l Pkn2 Lmo4 Rps20 Chchd7 Atp6v0d2 Aqp3 Clta Klf4 Ptbp3 Pappa Nfib Jun Jak1 Mier1 Rps8 Macf1 Sfpq Ptp4a2 Sh3bgrl3 Srrm1 Id3 Capzb Tardbp Casz1 H6pd Rpl22 Agrn Akap9 Kmt2e Ywhah Prom1 Rpl9 Ociad2 Btc Hsd17b11 Thoc2l Rpl5 Mlec Rplp0 Eif4h Cldn4 Tsc22d4 Fam20c Tnrc18 Actb Arpc1b Pdap1 Rpl21 Samd9l Hepacam2 Tspan33 Ubn2 Tacstd2 Mat2a Tmsb10 Rab11fip5 Pcbp1 Rpn1 Foxp1 Rpl32 M6pr Tspan9 Wbp11 Eps8 Fgfr1op2 Ppfibp1 Resf1 Tmc4 Rps5 Chmp2a Calm3 Fosb Apoe Bcam Rps19 Rps16 Zfp36 Samd4b Actn4 Napsa Rpl13a Ftl1 Ppp1r15a Fam174b Slco3a1 Rps17 Picalm Rps3 Ucp2 Fam168a Tpp1 Rpl27a Pde3b Rps15a Eif3c Tacc2 Rplp2 Arglu1 6820431F20Rik Hook3 Rbpms Hmgb2 Gdf15 Jund Rpl18a Mvb12a Pgls Tpm4 Klf2 Dnajb1 Ier2 Junb Ces1d Adgrg1 Rrad Nfat5 Zfhx3 Cmip Cyba Ankrd11 Rpl13 Kcnk1 Tmem45b Plet1 Exph5 Rplp1 Sltm Ctsh Plscr1 Rnf7 Ppp2r3a Abhd14b Gnai2 Tgfbr2 Golga4 Rpsa Rpl14 Rbm3 Rpl39 Stag2 L1cam Avpr2 Flna Rpl10 Efnb1 Rps4x Atrx Tmsb4x Erdr1 TABULA_MURIS_SENIS_KIDNEY_KIDNEY_CORTEX_ARTERY_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_CORTEX_ARTERY_CELL_AGEING Syne1 Timp3 Gpx3 Mxra7 Ifi27l2a Ctla2a Plac9 Sod1 Ripply3 Rps10 H2-K1 H2-Ab1 H2-Aa H2-Eb1 Epas1 Cd74 Fth1 Eng B2m Npnt Ybx1 Tmem234 Plac8 Slc6a6 Kap Apoe Napsa Insr Mcam Herc1 Pcolce2 Gnai2 TABULA_MURIS_SENIS_KIDNEY_KIDNEY_DISTAL_CONVOLUTED_TUBULE_EPITHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_DISTAL_CONVOLUTED_TUBULE_EPITHELIAL_CELL_AGEING Ptma Pigr Elf3 Csrp1 Gas5 Cited2 Rps12 Ncln Rtcb Btg1 Rpl41 Rpl23a Wsb1 Ggnbp2 Ppp1r1b Mapt Sec14l1 Ywhaq Id2 Zfp36l1 Rbm25 Calm1 Ifi27 Idi1 Sox4 Slc34a1 Rps23 F2rl1 Emb Rps24 Tmem254 Lgals3 Zc3h13 Mtdh Ndrg1 Ly6e Tuba1b Rpl35a Nectin3 Son Rps2 Rps10 H2-K1 H2-D1 Tmem178 Rab18 Reep5 Cd74 Rpl17 Cfl1 Pdcd4 Rpl7a Rpl12 Scg5 B2m Dbndd2 Wfdc2 Gnas Rps3a1 S100a11 S100a10 Csde1 Ddit4l Lmo4 Srsf11 Pnrc1 Rps6 Pde4b Mier1 Prkaa2 Rps8 Sh3bgrl3 Ywhah Rell1 Tbc1d1 Rpl9 Spp1 Rnf10 Rplp0 Rpl6 Actb Rpl21 Atp6v0a4 Tmsb10 Kap Rpl28 Apoe Rps19 Rps16 Atp4a Napsa Rpl13a Rps3 Rpl18a Mt2 Adgrg1 Rpl13 Hspa8 Rplp1 Rpl4 Eef1a1 Manf Rpl14 Rbm3 Rpl10 Rps4x Xist Rpl36a Tmsb4x TABULA_MURIS_SENIS_KIDNEY_KIDNEY_LOOP_OF_HENLE_ASCENDING_LIMB_EPITHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_LOOP_OF_HENLE_ASCENDING_LIMB_EPITHELIAL_CELL_AGEING Pigr Spink1 Wfdc2 Kap Apoe Napsa TABULA_MURIS_SENIS_KIDNEY_KIDNEY_LOOP_OF_HENLE_THICK_ASCENDING_LIMB_EPITHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_LOOP_OF_HENLE_THICK_ASCENDING_LIMB_EPITHELIAL_CELL_AGEING Plekhb2 Gls Arpc2 Itm2c Efhd1 Tfcp2l1 Pigr Nucks1 Klhdc8a Nuak2 Ivns1abp C130074G19Rik Flvcr1 Nenf Rps12 Stx7 Mfsd4b1 Ggt1 Gstt1 Gpx4 Tle5 Timp3 Ppm1h Selenom Sec61g Cyfip2 Rack1 Canx Gpx3 Eif5a Rnasek Cxcl16 Wsb1 Msi2 Hoxb9 Acly Rab5c Stat3 Dusp3 Slc25a39 Prkar1a Kcnj16 Rpl38 Sec14l1 Ubxn2a Pdia6 Hpcal1 Rps7 Zfp36l1 Calm1 Tnfaip2 Eif5 Foxq1 Tubb2b 4833439L19Rik Cltb Eprn Rps23 Emb Tmem254 Bmp4 Lgals3 Fgf9 Clu Entpd4 Tpt1 Dnajc3 Ndrg1 Ly6e Ly6c1 Slc25a17 Miox Tmbim6 Prr13 Rogdi Rpl31-ps12 Car15 Lpp Cldn16 Atp6v1a Tmprss2 Srrm2 Stub1 Uqcc2 Rps28 H2-K1 H2-Ab1 H2-Eb1 H2-D1 Cd2ap Tomm6 Man2a1 Tmem178 Kif5b Rab18 Kctd1 Fgf1 Spink1 Cd74 Smad7 Cfl1 Flrt1 Fth1 Pdcd4 Acsl5 Ablim1 Sardh Aif1l Bbln Rpl12 Pkp4 Stk39 Dync1i2 Hoxd9 Hnrnpa3 Chp1 Pdia3 B2m Mal Dstn Mapre1 Raly Rpn2 Ywhab Wfdc2 Pmepa1 Anxa5 Serp1 Ube2d3 Lmo4 Gipc2 Rps20 Rragd Atp6v1g1 Scp2 Tspan1 Akr1a1 Ptprf Ybx1 Eva1b Ptp4a2 Sh3bgrl3 Clcnkb Kif1b Rpl22 Gnb1 Ost4 Slc5a1 Rbm47 Spp1 Rpl5 Dynll1 Tesc Rpl6 Actb Rpl21 Atp6v1f Tspan33 Atp6v0a4 Tmem176b Tmem176a Gng12 Chmp3 Tmsb10 Bola3 Cnbp Wnk1 Mlf2 Scnn1a Cd9 Tmem52b Kap H2aj Selenow Apoe Rps19 Actn4 Capns1 Atp4a Klk1 Napsa Ftl1 Mfge8 Abhd17c Eif4g2 Rps13 Umod Tacc2 Ap2a2 Ctsd Cttn Gas6 Sfrp1 Gsr Calr Mt2 Adgrg1 Tcf25 Aplp2 Pts Rplp1 Rpl4 Eef1a1 Ppp2r3a Rab6b Rpl29 Rhoa Gpx1 Pth1r Rbm3 Dynlt3 Rpl39 Rpl10 Rps4x Pgk1 Sh3bgrl Tceal9 Acsl4 Tmsb4x Erdr1 TABULA_MURIS_SENIS_KIDNEY_KIDNEY_MESANGIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_MESANGIAL_CELL_AGEING Fcer1g Timp3 Gpx3 Ifi27l2a Edn1 Plac9 Clu Ndrg1 Ly6a Jam2 H2-K1 H2-Ab1 H2-Aa H2-Eb1 H2-D1 Cd74 Fth1 Ssb Zfp704 Sod3 Kap Mgst1 Prss23 Ctsd Cgnl1 TABULA_MURIS_SENIS_KIDNEY_KIDNEY_PROXIMAL_CONVOLUTED_TUBULE_EPITHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_KIDNEY_PROXIMAL_CONVOLUTED_TUBULE_EPITHELIAL_CELL_AGEING Rpl7 Gsta3 Nabp1 Eef1b2 Rpl37a Tmem37 Nuak2 Npl Gas5 Creg1 Tstd1 Degs1 Lyplal1 Nenf Sgk1 Rps12 Ascc1 Psap Rhobtb1 Ipmk Ddt Gstt1 Oaz1 Slc25a3 Rpl41 Rps26 Ddc Sec61g Rps27a Rtn4 Npm1 Ube2b Hint1 Gabarap Spns3 Slc43a2 Ypel2 Eif1 G6pc Tmem106a Ddx5 H3f3b Actg1 Mafg Sectm1b Apob Rhob Id2 Rps7 Sptssa Rps29 Rpl36al Zfp36l1 Srsf5 Fos Lgmn Ifi27 Klf6 H2bc4 H1f2 Atxn1 Fbp2 Rps23 Mocs2 Rps24 Tmem254 Slc7a7 Tpt1 Selenop Ndrg1 Rpl3 Cyp2d12 Cela1 Smim22 Arvcf Comt Rcan1 Rps2 Dusp1 Rps10 Rps28 H2-K1 H2-Ab1 H2-Aa H2-Eb1 H2-D1 Tomm6 Sult1c2 Epb41l3 Cox7a2l Cxxc5 Gnpda1 Rps14 Cd74 Chka Malat1 Neat1 Slc3a2 Cyp2c23 Ass1 Mdk Slc5a12 B2m Gatm Hdc Sirpa Acss1 Defb29 Snhg11 Cyp24a1 Rps21 Rps3a1 Rps27 Slc16a1 Cnn3 Ccn1 Dnajb4 Rps20 Pnrc1 Clta Pakap Rps6 Jun Akr1a1 Ybx1 Rps15a-ps4 Rsrp1 Camk2n1 Rnf186 Dhrs3 Ost4 Mrfap1 Rpl9 Gc Rpl5 Rplp0 Rpl6 Fis1 Rpl21 Slc13a1 Clec2h Gabarapl1 Kap Mgst1 Slco1a6 Rps9 Isoc2a Rps5 Apoe Ethe1 Rps19 Rps16 Ftl1 Bax Rps13 Rps15a Sephs2 Vkorc1 Rplp2 Ccnd1 Gas6 Acsl1 Gdf15 Jund Rpl18a Pdp2 Ldhd Maf Map1lc3b Rpl13 Irf2bp2 Rpl4 Gsta4 Spsb4 Trf Gpx1 Rbm3 Rpl10 Rps4x Bex4 Tceal8 Tmsb4x TABULA_MURIS_SENIS_KIDNEY_MACROPHAGE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_MACROPHAGE_AGEING Idh1 Sp140 Dbi Cd84 H3f3a Smpdl3a Cstb Gpx4 Btg1 Lyz2 Lyz1 Lrp1 Sec61g Uqcrq Hint1 Gpx3 Ccl2 Ccl5 Ccl9 Ccl6 Gngt2 Grn Cd300a Atp5h Socs3 Rpl36al Fos Tnfaip2 Atp5mpl Ninj1 Lgals3 Rida Ywhaz Ly6e Ly6a Smdt1 Miox Prr13 Rpl31-ps12 Cd47 Samsn1 Ezr Agpat4 Sod2 Msrb1 Ier3 Pla2g7 Trem2 Reep5 Spink1 Prdx5 Ahnak AW112010 Ms4a7 Ms4a6c Ms4a6d Vim Zeb2 Itga4 Cd44 Scand1 Pltp Cebpb Ptpn1 Sirpb1c Rap2b S100a4 S100a6 Mcl1 Lmo4 Sec61b Klf4 Txn1 Fgr Nadk Plac8 Aldh2 Fis1 Alox5ap Vamp8 Capg Tmsb10 Gdf3 Clec4a1 Clec12a H2aj Rpl28 Tmem160 Zfp36 Gmfg Napsa Emp3 Itgam Ifitm2 Ctsd Gsr Jund Ifi30 Klf2 Adgre5 Prdx2 Junb Cmip Cyba AB124611 Acp5 Atp5l Cox5a Atp1b3 Rbm3 Cfp Slc25a5 Ndufa1 Rpl10 Il2rg Pgk1 Sat1 TABULA_MURIS_SENIS_KIDNEY_PODOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_KIDNEY_PODOCYTE_AGEING Hspe1 Eef1b2 Idh1 Dbi Phlda3 Ivns1abp Gas5 Tagln2 1700016C15Rik C130074G19Rik Rps12 Nus1 Psap Ggt1 Mif Cstb Timm13 Pah Tmbim4 Rpl41 Cd63 Uqcr10 Ccng1 Rack1 Mgat4b Nhp2 Hint1 Gpx3 Atox1 Tmem256 Cxcl16 Nme2 Nme1 Rpl23 Igfbp4 Rpl27 Slc25a39 Rpl38 Acox1 Lgals3bp Iah1 Npc2 Lgmn Akr1c21 Acot13 Psmg4 Sfxn1 Slc34a1 Fbp1 Tmem174 Tmem254 Prxl2a Dhrs4 Ctsb Msra Esd Tpt1 Cldn10 Selenop Rpl37 Dab2 Rida Eny2 Ndrg1 Ly6e Ly6a Grina Lgals1 St13 Miox Comt Ets2 Tnfrsf12a Rps2 Rps10 Rps28 Rps18 H2-K1 H2-Ab1 H2-Aa H2-Eb1 Neu1 1110038B12Rik H2-D1 Mep1a C3 Spink1 Cd74 Cndp2 Fth1 Tmem258 Tkfc Glyat Keg1 Gcnt1 Tmem252 Myof Pter Uap1l1 Rpl12 Itgb6 Lrp2 Itgav Mdk Cat B2m Gatm Slc27a2 Fermt1 Defb29 Gss Eif6 Ctsz Rps21 Rbis Cp Dnajc19 Ufm1 Krtcap2 S100a10 Pdzk1 Hsd3b4 Hao2 Gstm5 Vcam1 Snx7 Ddit4l Ddah1 Gipc2 Cryz Fut9 Aldob Cyp2j5 Dhcr24 Scp2 Pdzk1ip1 Akr1a1 Guca2b Ak2 Sh3bgrl3 Akr7a5 Steap2 Khk Lap3 Sult1d1 Slc4a4 Gc Spp1 Rplp0 Pebp1 Aldh2 Tmem176b Tmem176a Gng12 Rpl32 Kap H2aj Mgst1 Ldhb Apoe Rps19 Rps16 2200002D01Rik Napsa Ftl1 Bax Cib1 Rps17 Picalm Sytl2 Rps13 Rps15a Arl6ip1 Acsm2 Bola2 Slc5a2 Rplp2 Ccnd1 Lamp1 Bst2 Cotl1 Cyba 4931406C07Rik Tmem205 Ttc36 Rplp1 Calml4 Rps27l Gsta2 Gpx1 Rpsa Rpl39 Lamp2 Xist Rpl36a Cltrn TABULA_MURIS_SENIS_LARGE_INTESTINE_BRUSH_CELL_OF_EPITHELIUM_PROPER_OF_LARGE_INTESTINE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LARGE_INTESTINE_BRUSH_CELL_OF_EPITHELIUM_PROPER_OF_LARGE_INTESTINE_AGEING Dnah7b Tle5 Ubb-ps Polr2a Cnp Psmc1 Erbin Gfus Prr13 Cfl1 Gsn Rbm38 Clic4 Ppp1r9a Ptms Rpl13a Jund Banp Nrgn Pkm TABULA_MURIS_SENIS_LARGE_INTESTINE_ENTEROCYTE_OF_EPITHELIUM_OF_LARGE_INTESTINE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LARGE_INTESTINE_ENTEROCYTE_OF_EPITHELIUM_OF_LARGE_INTESTINE_AGEING Mrpl15 Rpl7 Eloc Sdhaf4 Cnnm4 Unc50 Mrpl30 Txndc9 Eif5b Pdcl3 Rpl31 Hspd1 Hspe1 Ndufb3 Sumo1 Eef1b2 Idh1 Rpl37a Aamp Pnkd Zfand2b Stk16 Tuba4a Dnpep Tm4sf20 Ncl Ptma Eif4e2 Ndufa10 Cops9 Thap4 Dbi Ubxn4 Pigr Golt1a Snrpe Timm17a Tnni1 Glrx2 Mrps14 Gas5 Mpc2 Creg1 Tmco1 Mgst3 Sdhc Ndufs2 Ufc1 Pfdn2 Tstd1 F11r Tagln2 Mptx1 Fh1 Cox20 H3f3a Cnih4 Srp9 Mtarc2 Nenf Sf3b5 Abracl Rps12 Rwdd1 Gtf3c6 Snx3 Mcu Anapc16 Psap Ppa1 Cisd1 Snrpd3 Ddt Gstt3 Gstt1 Gstt2 Mif Chchd10 Sumo3 Rrp1 Cstb Plpp2 Tpgs1 Bsg R3hdm4 Tmem259 Polr2e Gpx4 Atp5d Cirbp Ndufs7 Rps15 2310011J03Rik Uqcr11 Abhd17a Plekhj1 Oaz1 Timm13 Gadd45b Map2k2 Dapk3 Mrpl54 Hmg20b Smim24 Gna11 Tle5 Zfp781 Slc25a3 Snrpf Ndufa12 Socs2 Mrpl42 Ube2n Csrp2 Tspan8 Tmbim4 Llph Naca Ptges3 Atp5b Cnpy2 Slc39a5 Nabp2 Myl6 Rpl41 Pa2g4 Rps26 Ormdl2 Sarnp Cd63 Bloc1s1 Mettl7b Selenom Uqcr10 Zmat5 Mrps24 Rps15a-ps6 Tmed4 Ppia H2az2 Sec61g C1d Mdh1 Commd1 Rps27a Rtn4 Npm1 Pttg1 Rack1 Canx Hnrnpab 0610009B22Rik Sar1b Uqcrq Hint1 Atox1 1810065E05Rik Guk1 Mrpl55 Dhrs7b Tmem11 Ubb Ubb-ps 2410006H16Rik Stx8 Trappc1 Naa38 Mpdu1 Eif4a1 Tmem256 Eif5a Cldn7 Elp5 Ctdnep1 Gabarap 0610010K14Rik Rnasek Psmb6 Slc25a11 Pfn1 Spag7 Txndc17 Emc6 Tax1bp3 Ywhae Rpl23a Ift20 Lgals9 Tmem98 Supt4a Dynll2 Mrps23 Nme2 Mrpl27 Phb Atp5g1 Cisd3 Psmb3 Rpl23 Rpl19 Mien1 Krt19 Rab5c Vps25 Coa3 Rpl27 Ifi35 Slc25a39 Psmc5 Fam104a Nat9 Mrpl58 Atp5h Nt5c Jpt1 Sumo2 Mrps7 Mif4gd Galk1 H3f3b Wbp2 Syngr2 Chmp6 Ndufaf8 Mrpl12 Arhgdia Anapc11 Cenpx Dcxr Sf3b6 Laptm4a Iah1 Ywhaq Rps7 Acp1 Agr2 Arl4a Sptssa Psma6 Nfkbia Rpl36al Psma3 Wdr89 Churc1 Arg2 Vti1b Erh Srsf5 Cox16 Rbm25 Npc2 Tmed10 Erg28 Slirp Calm1 Ifi27 Ifi27l2b Glrx5 Degs2 Hsp90aa1 Eif5 Nudt14 Akr1c13 Akr1c19 Akr1c12 Akr1e1 Mrpl32 Psma2 Rala Stard3nl Acot13 Uqcrfs1 Gmds Serpinb1a Eci2 Ssr1 Tmem14c Adtrp Nol7 Cks2 Higd2a Cltb Rab24 Prelid1 Lman2 Tmed9 Pcbd2 Macroh2a1 Hnrnpa0 Idnk 2210016F16Rik Fbp2 Ndufs6 Mrpl36 Pdcd6 Rps23 Tbca Nsa2 Btf3 Tmem171 Taf9 Mrps36 Srek1ip1 Ndufaf2 Ndufs4 Mocs2 Abhd6 Fam3d Thoc7 Rpl15 Rtraf Saysd1 Mrps16 Chchd1 Vdac2 Rps24 Selenok Spcs1 Dph3 Timm23 2610528A11Rik Gnpnat1 Lgals3 Pnp Pnp2 Rnase4 Ang Hnrnpc Dad1 Mrpl52 Psmb5 Dhrs4 Psme1 Psme2 Mdp1 Nedd8 Cideb Cryl1 Mrpl57 Ctsb Msra Adam28 Esd Tpt1 Tsc22d1 Dnajc15 Sugt1 Pibf1 Klf5 Commd6 Clybl Sub1 Cmbl Cct5 Osr2 Cox6c Polr2k Zfp706 Eif3e Eny2 Eif3h Ndufb9 Gsdmc2 Gsdmc4 Eef1d Pycrl Gfus Cyc1 Vps28 Gpt Rpl8 Txn2 Tst Mpst H1f0 Polr2f Tomm22 Rpl3 Rps19bp1 Rbx1 Phf5a Pmm1 Snu13 Smdt1 Cyp2d26 Serhl Cyb5r3 Tspo Samm50 Zcrb1 Twf1 Tuba1b Gpd1 Cox14 Mettl7a1 Smagp Cela1 Atg101 Krt7 Krt18 Pfdn5 Prr13 Pcbp2 Atp5g2 Copz1 Pam16 Smim22 Carhsp1 Nubp1 Pla2g10 Rpl31-ps12 Sdf2l1 Ube2l3 Dgcr6 Comt 2510002D24Rik Mrpl40 Parl Bdh1 0610012G03Rik Pigx Slc51a Rpl35a Fam162a Ccdc58 Ndufb4 Rpl24 Atp5j Sod1 Atp5o Cbr1 Cbr3 Pigp Tmem242 Gtf2h5 Rnaset2b Mpc1 Sft2d1 Mrpl18 Sod2 Psmb1 Hcfc1r1 Elob Eci1 Pgp Gfer Noxo1 Rps2 Ndufb10 Fahd1 Hagh Mrps34 Nme3 Ube2i Antkmt Stub1 Mcrip2 Mettl26 Mrpl28 Atp6v0e Cuta Uqcc2 Rps10 Snrpc Rpl10a Mapk13 Srsf3 BC004004 Glo1 U2af1 Ndufa7 Pfdn6 Rps18 H2-Ke6 Rnf5 Clic1 Csnk2b Ddx39b H2-D1 Tubb5 Rpp21 Ppp1r11 Hsp90ab1 Mrpl14 Mrps18a Polr1c Yipf3 Mrpl2 Mea1 2310039H08Rik Tomm6 Stap2 Mpnd Mydgf Micos13 Rpl36 Ndufa11 Clpp Alkbh7 Crb3 Ndufv2 Myl12b Myl12a Dpy30 Cebpzos Srsf7 Cox7a2l Calm2 Reep5 Paip2 Cystm1 Pfdn1 Sra1 Ndufa2 Zmat2 Prelid2 Rps14 Cdx1 Sec11c Acaa2 Rpl17 BC031181 Ier3ip1 Atp5a1 Txnl4a Cyb5a Mrpl21 Ndufs8 Ndufv1 Gstp1 Gstp2 Cdk2ap2 Tmem134 Ppp1ca Pold4 Ccs Yif1a Banf1 Drap1 Ccdc85b Fibp Cfl1 Rnaseh2c Zfpl1 Arl2 Prdx5 Bad Fkbp2 Dnajc4 Nudt22 Macrod1 Otub1 Cox8a Tmem223 Ubxn1 Uqcc3 1810009A15Rik Eef1g Fth1 Tmem258 Ms4a8a Ostf1 Tmem252 Plgrkt Pgam1 Ndufb8 Mrpl43 Dpcd Gsto1 Prdx3 Cdc123 Atp5c1 Commd3 Mrpl41 Tubb4b Ssna1 Edf1 Dnlz Rpl7a Surf1 Set Swi5 Bbln Rpl12 Ndufa8 Psmb7 Rpl35 Arpc5l Gcg Atp5g3 Hnrnpa3 Ccdc141 Mtch2 Ndufs3 Ptpmt1 Psmc3 Pex16 Eif3m Immp1l Lgr4 Nop10 Emc4 Emc7 Srp14 Serf2 Hypk B2m AA467197 Sqor Mtln Snrpb Idh3b Mrps26 Ddrgk1 Prnp Fermt1 Cst3 Fkbp1a Sdcbp2 H13 Raly Dynlrb1 Map1lc3a Gss Eif6 Ergic3 Romo1 Scand1 Rab5if Pkig Sdc4 Sys1 Dbndd2 Acot8 Zfas1 Ube2v1 Dpm1 Ctsz Atp5e Prelid3b Psma7 Adrm1 Ppdpf Tpd52l2 Rbis Car1 Car2 Rpl22l1 Sec62 Ndufb5 Dnajc19 Ndufc1 Mgst2 Alg5 Sptssb Rps3a1 Hdgf Mrpl24 Naxe Rab25 Lamtor2 Ssr2 Dap3 Fdps Krtcap2 Dpm3 Pmvk Rps27 Jtb S100a1 S100a16 S100a11 Psmb4 Psmd4 Mrps21 Bola1 Rbm8a Reg4 Hmgcs2 Hao2 Rhoc Atp5pb Lamtor5 Gstm5 Gstm1 Psma5 Gclm Fabp2 Ostc Hadh Aimp1 Ppa2 H2az1 Adh1 Adh5 Lmo4 Gipc2 Cth Srsf11 Rps20 Chchd7 Decr1 Gabrr2 Ndufb6 Dnaja1 Spink4 Bag1 Cntfr Dctn3 Ccdc107 Car9 Creb3 Hint2 Clta Tomm5 Aldh1b1 Anp32b Nans Sec61b Aldob Nipsnap3b Txn1 Cdc26 Alad Atp6v1g1 Lurap1l Rps6 Tm2d1 Tmem59 Yipf1 Scp2 Uqcrh Tspan1 Akr1a1 Prdx1 Rps8 Atp6v0b Hyi Elovl1 2610528J11Rik Svbp Ybx1 Ppcs Guca2b 1110065P20Rik Mrps15 Trappc3 Psmb2 Ak2 Tmem54 Hdac1 Eif3i Tmem234 Ptp4a2 Rps15a-ps4 Atpif1 Dnajc8 Nudc Sfn Sh3bgrl3 Tmem50a Syf2 Fuca1 Hmgcl Gale Lypla2 Rpl11 Tcea3 Cdc42 Ece1 Ddost Cda Rnf186 Micos10 Capzb Akr7a5 Sdhb Szrd1 Pgd Park7 Tnfrsf9 Espn Acot7 Rpl22 Prxl2b Rer1 Gnb1 Ssu72 Mrpl20 Aurkaip1 Sdf4 Gatad1 Sri Psmc2 Rheb Ost4 Khk Cgref1 Atraid Krtcap3 Mrpl33 Ywhah Grpel1 Fgfbp1 Qdpr Med28 Smim20 Rpl9 Smim14 Ube2k Tmem33 Ociad1 Ociad2 Sult1b1 Rchy1 Plac8 Mrps18c Hsd17b13 Rpl5 Cplx1 Iscu 2210016L21Rik Acads Mlec Triap1 Cox6a1 Rplp0 Pebp1 Rpl6 Erp29 Vps29 Arpc3 Ran Nipsnap2 Chchd2 Asl Rfc2 Cldn3 Abhd11 Mdh2 Polr2j Fis1 Znhit1 Ap1s1 Gnb2 Cops6 Lamtor4 Cox19 Kdelr2 Rac1 Bri3 Arpc1b Pdap1 Bud31 Atp5j2 Rpl21 Polr1d Cdx2 Pomp Hmgb1 Sem1 Ndufa4 Ndufa5 Arf5 Atp6v1f Akr1b8 1810058I24Rik Fmc1 Ndufb2 Mrps33 Trpv6 Gstk1 Malsu1 Pals2 Cycs Hnrnpa2b1 Gng12 Serbp1 Rnf181 Vamp8 Capg Gm15401 Tmsb10 Suclg1 Aup1 Mrpl53 Wbp1 Bola3 Tex261 Nagk Spr Cct7 Snrpg Cnbp Mrps25 Arl6ip5 Arpc4 Brk1 Sec13 Mkrn2os Rpl32 Emg1 Phb2 Grcc10 Tpi1 Ptms Mlf2 Gapdh Mrpl51 Cd9 Ndufa9 Fkbp4 H2aj Rps9 Cdc42ep5 Tmem238 Rpl28 Ube2s Rps5 Rnf225 Chmp2a Ube2m Selenow Nop53 Napa Tmem160 Ap2s1 Calm3 Pglyrp1 Snrpd2 Vasp Trappc6a Gemin7 Tomm40 Ethe1 Rps19 Rabac1 Pafah1b3 Rab4b Snrpa Blvrb Psmc4 Rps16 Sycn Mrps12 Nfkbib Ech1 Lgals4 Eif3k Fam98c Psmd8 Spint2 Tbcb Polr2i Psenen Upk1a Cox6b1 Rbm42 Tmem147 Nudt19 Pdcd5 Etfb Klk1 Emc10 Akt1s1 Prrg2 Fcgrt Rps11 Rpl13a Ppfia3 Snrnp70 Ftl1 Bax 0610005C13Rik Rpl18 Kdelr1 Htatip2 Klf13 Mcee Selenos Cib1 Sec11a Rps17 Ramac Stard5 Tmem126a Ndufc2 Aamdc Aqp11 Rps3 Spcs2 Ucp2 Lamtor1 Mrpl17 Eif3f Rpl27a Psma1 Rps13 Rps15a Uqcrc2 Ndufab1 Tufm Sult1a1 Slx1b Bola2 Ypel3 Ppp4c Aldoa Tmem219 Dctpp1 Pycard Dmbt1 Glrx3 Prap1 Fuom Echs1 Psmd13 Rnh1 Hras Taldo1 Rplp2 Polr2l Ap2a2 Mrpl23 Cd81 Slc22a18 Pex11g Trappc5 Timm44 Naxd Agpat5 Defb37 Vdac3 Tm2d2 Hmgb2 Ndufa13 Cope Rex1bd Uba52 Kxd1 Fkbp8 Lsm4 Jund Gm3336 Mpv17l2 Ifi30 Ccdc124 Rpl18a Use1 Babam1 Mrpl34 Mvb12a Pgls Rab8a Fam32a Smim7 Sin3b Lsm6 Ndufb7 Tecr Gipc1 D8Ertd738e Mri1 Ier2 Gadd45gip1 Prdx2 Trir Wdr83os Ces1d Ces1f Ces1g Mt2 Mt1 Pllp Coq9 Polr2c Ciao2b Tradd Tmem208 Psmb10 Cyb5b Nqo1 Psmd7 Fa2h Cfdp1 Gabarapl2 Hsd17b2 Hsbp1 Cox4i1 Map1lc3b Cyba Aprt Trappc2l Rpl13 Rab4a Tomm20 Casp1 Mmp3 Pin1 Eif3g Mrpl4 Cdc37 Ap1m2 Tmem205 Elof1 Acp5 Rp9 Tmem45b Vsig2 Tbrg1 Trappc4 Rps25 Atp5l Pts Il18 Sdhd Timm8b Fdx1 Psma4 Etfa Commd4 Cox5a Csk Ubl7 Hexa Rplp1 Paqr5 Anp32a Calml4 Rpl4 Snapc5 Rab11a Slc51b Ppib Ciao2a Rps27l Gtf2a2 Pigbos1 Arpp19 Gsta1 Eef1a1 Cox7a2 Tmed3 Rnf7 Anapc13 Rpl29 Abhd14b Tex264 Manf Tusc2 Gpx1 Ndufaf3 Uqcrc1 Shisa5 Tma7 Ccdc12 Cmc1 Acaa1a Rpsa Rpl14 Higd1a Timm17b Glod5 Rbm3 Ebp Ndufb11 Slc25a5 Ube2a Hprt Bcap31 Idh3g Ssr4 Rpl10 Ubl4a Igbp1 Rps4x Pgk1 Hmgn5 Rpl36a Hsd17b10 Sat1 Eif1ax Tmsb4x TABULA_MURIS_SENIS_LARGE_INTESTINE_INTESTINAL_CRYPT_STEM_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LARGE_INTESTINE_INTESTINAL_CRYPT_STEM_CELL_AGEING Sumo1 Eef1b2 Aamp Stk16 Ptma Hes6 Tmem9 Uchl5 Rgs1 Sdhc Mtarc2 Fam241b Smarcb1 Chchd10 Sumo3 Gatd3a Rrp1 Bsg Wdr18 Gpx4 Cirbp 2310011J03Rik Oaz1 Gadd45b Map2k2 Hmg20b Nfic Tle5 Slc25a3 Socs2 Cdk4 Nabp2 Cd63 Selenom Zmat5 Mrps24 Pold2 Tmed4 H2az2 Npm1 Rack1 Guk1 Ubb Kdm6b Trp53 Eif5a Pfn1 Ywhae Tmem97 Dynll2 Nme2 Nme1 Hoxb6 Cdk5rap3 Ppp1r1b Krt20 Nt5c3b Aarsd1 Ppy Fam104a Mrpl58 Nt5c H3f3b Wbp2 Mrpl38 Arhgdia Laptm4a Rps7 Sptssa Trappc6b Wdr89 Erh Srsf5 Rbm25 Calm1 Akr1c12 H2ac23 H1f2 Sox4 Tmem14c Ninj1 Sfxn1 Cltb Tmed9 Fam3d Ube2e1 Tmem254 Tkt Osgep Apex1 Rnase4 Dhrs4 Clu Rgcc Pibf1 Osr2 Ly6e Eef1d Gfus Txn2 Tst H1f0 Rpl3 Pmm1 Cdpf1 Twf1 Smagp Cela1 Atg101 Krt7 Krt18 Prr13 Atp5g2 Copz1 Nubp1 Rpl31-ps12 Sdf2l1 Ranbp1 2510002D24Rik Hes1 Retnlb Hmgn1 Pgp Noxo1 Rps2 Fahd1 Antkmt Stub1 Mettl26 Mrpl28 Rps10 Snrpc Rpl10a Mapk13 Gm6402 Tff3 U2af1 Pfdn6 Rps18 H2-K1 Lsm2 Clic1 Csnk2b H2-D1 Ier3 Tubb5 Ppp1r11 Hsp90ab1 Mrps18a Tomm6 Gm9320 Srsf7 Cox7a2l Calm2 Cdo1 Cdx1 Rpl17 Pold4 Cd248 Sf3b2 Drap1 Cfl1 Zfpl1 Esrra Fkbp2 Nudt22 Eef1g Fth1 Frat1 Npm3 Cdc123 Rpl7a Set Endog Swi5 Gsn Emc4 Mal Nop56 Ddrgk1 Fermt1 Sdcbp2 Raly Eif6 Scand1 Manbal Pkig Sdc4 Acot8 Ctsz Adrm1 Car1 Rps3a1 Hdgf Fdps Efna4 S100a14 S100a16 Psmb4 Psmd4 Vps72 Sf3b4 Prpf38b Gar1 Pla2g12a Ostc H2az1 Adh1 Rps20 Dctn3 Aldh1b1 Anp32b Ptgr1 Rps6 Akr1a1 2610528J11Rik Ybx1 Trappc3 Marcksl1 Eif3i Tmem234 Mecr Sfn Hmgn2 Stmn1 Rsrp1 Gale Lypla2 Rpl11 Ece1 Rnf186 Capzb Akr7a5 Mrto4 Szrd1 Efhd2 Pgd Park7 Gnb1 Psmc2 Krtcap3 Fgfbp1 Rpl9 Ube2k 2210016L21Rik Rplp0 Pebp1 Sdsl Rpl6 Arpc3 Arl6ip4 Asl Rfc2 Cldn3 Znhit1 Mospd3 Lamtor4 Psmg3 Bri3 Arpc1b Cdx2 Hmgb1 Col1a2 Smim30 Serbp1 Tmsb10 Tex261 Spr Arpc4 Emg1 Phb2 Ptpn6 Ptms Cd9 Mgst1 Tsen34 Rps9 Cdc42ep5 Rps5 Chmp2a Selenow Bbc3 Tmem160 Ap2s1 Pglyrp1 Foxa3 Trappc6a Tomm40 Lypd3 Pafah1b3 Exosc5 Snrpa Psmc4 Fbl Sycn Mrps12 Nfkbib Eif3k Fam98c Spint2 Tbcb Rbm42 Lsr Etfb Emc10 Akt1s1 Ptov1 Prrg2 Rpl13a Snrnp70 Ftl1 Rpl18 Kdelr1 Klf13 Pcsk6 Mfge8 Rps3 Kcne3 Lamtor1 Eif3f 1110004F10Rik Aqp8 Sgf29 Ppp4c Bcl7c Psmd13 Ifitm2 Cd151 Ascl2 Cd81 Tssc4 Ccnd1 Pex11g Timm44 Naxd Fkbp8 Ssbp4 Lsm4 Jund Ccdc124 Babam1 Ndufb7 Tecr Gipc1 Mri1 Ier2 Gadd45gip1 Pllp Ctrl Cfdp1 Cotl1 Cyba Rpl13 Acta1 Smco4 Pin1 Eif3g Cdc37 Qtrt1 Elof1 Dcps Vsig2 H2ax Wdr61 Ubl7 Pkm Rpl4 Ppib Gsta4 Tmed3 Ctsh Trf Manf Rpsa Rpl14 Rbm3 Slc25a5 Naa10 Emd Gjb1 Rps4x Hsd17b10 TABULA_MURIS_SENIS_LARGE_INTESTINE_LARGE_INTESTINE_GOBLET_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LARGE_INTESTINE_LARGE_INTESTINE_GOBLET_CELL_AGEING Cops5 Unc50 Mrpl30 Sumo1 Aamp Zfand2b Stk16 Tuba4a Itm2c Ptma Ramp1 Hes6 Ndufa10 Dtymk Dbi Tmem9 Qsox1 Mpc2 Mgst3 Sdhc Ndufs2 Ufc1 Pfdn2 Tstd1 F11r Tagln2 Mptx1 Srp9 Sf3b5 Anapc16 Psap Pcbd1 Ppa1 Cisd1 Upb1 Snrpd3 Ddt Gstt2 Mif Smarcb1 Chchd10 Sumo3 Gatd3a Rrp1 Tpgs1 Bsg Wdr18 Polr2e Gpx4 Atp5d Cirbp Ndufs7 2310011J03Rik Abhd17a Plekhj1 Oaz1 Timm13 Gadd45b Map2k2 Hmg20b Nfic Tle5 Slc25a3 Ndufa12 Tmbim4 Cnpy2 Nabp2 Myl6 Ormdl2 Cd63 Bloc1s1 Mettl7b Selenom Uqcr10 Zmat5 Mrps24 Tmed4 H2az2 Sec61g Mdh1 Rps27a Nhp2 Sar1b Uqcrq Hint1 Atox1 1810065E05Rik Guk1 Arf1 Tmem11 Ubb Ubb-ps Trappc1 Naa38 Mpdu1 Eif5a Gabarap Rnasek Psmb6 Slc25a11 Pfn1 Spag7 Txndc17 Ift20 Tmem97 Lgals9 Dynll2 Nme2 Nme1 Slc35b1 Atp5g1 Hoxb13 Cisd3 Psmb3 Rpl19 Ppp1r1b Mien1 Krt19 Rab5c Vps25 Coa3 Aarsd1 Rpl27 Ppy Psmc5 Fam104a Mrpl58 Atp5h Smim6 H3f3b Wbp2 Ten1 Syngr2 Mrpl12 Arhgdia Anapc11 Cenpx Dcxr Laptm4a Rps7 Acp1 Agr2 Psma6 Nfkbia Trappc6b Rpl36al Psma3 Dhrs7 Wdr89 Gpx2 Erh Srsf5 Rbm25 Npc2 Eif2b2 Tmed10 Snw1 Calm1 Ifi27 Ifi27l2b Degs2 Nudt14 Crip1 Psma2 H1f2 Acot13 Gmds Tmem14c Gadd45g Sfxn1 Higd2a Cltb Prelid1 Lman2 Tmed9 Pcbd2 Fbp2 Ndufs6 Pdcd6 Btf3 Taf9 Ndufs4 Fam3d Mrps16 Vdac2 Rps24 Ppif Selenok Spcs1 Rnase4 Ang Dad1 Psmb5 Dhrs4 Nedd8 Cryl1 Mrpl57 Ctsb Fdft1 Tpt1 Tsc22d1 Klf5 Commd6 Dnajc3 Dap Eny2 Eif3h Ndufb9 Ly6e Eef1d Gfus Vps28 Rpl8 Txn2 Tst H1f0 Rpl3 Atf4 Phf5a Smdt1 Serhl Cyb5r3 Tspo Cdpf1 Creld2 Fkbp11 Tmbim6 Cox14 Smagp Cela1 Atg101 Pfdn5 Prr13 Atp5g2 Copz1 Smim22 Carhsp1 Pla2g10 Sdf2l1 Ube2l3 Ranbp1 2510002D24Rik Ppp1r2 Hacd2 Atg3 Rpl24 Atp5j Atp5o Cldn14 Sh3bgr Fam3b Rnaset2b Mpc1 Sft2d1 Sod2 Psmb1 Elob Prss32 Pgp Noxo1 Rps2 Ndufb10 Hagh Mrps34 Tpsg1 Antkmt Stub1 Mcrip2 Mettl26 Mrpl28 Dusp1 Cuta Rps10 Snrpc Rpl10a Clps BC004004 Gm6402 Ndufv3 U2af1 Angptl4 Ndufa7 Pfdn6 Rps18 H2-K1 H2-Ke6 Rnf5 Lsm2 Clic1 Csnk2b Ddx39b H2-D1 Ier3 H2-T23 Ppp1r11 Hsp90ab1 Mrpl14 Mrps18a Yipf3 Mrpl2 Mea1 2310039H08Rik Mrps10 Tomm6 Foxp4 Stap2 Mydgf Micos13 Ndufa11 Ndufv2 Srsf7 Cox7a2l Calm2 Ttr Reep5 Sil1 Pfdn1 Ndufa2 Cdo1 Iigp1 Rps14 Cdx1 Sec11c Rpl17 BC031181 Txnl4a Cyb5a Mrpl21 Ndufs8 Gstp1 Gstp2 Cdk2ap2 Ppp1ca Pold4 Ccs Yif1a Sf3b2 Banf1 Drap1 Cfl1 Zfpl1 Prdx5 Bad Fkbp2 Nudt22 Cox8a Plaat3 Polr2g Bscl2 Ubxn1 Uqcc3 B3gat3 Eef1g Fth1 Syt7 Tmem109 Rbp4 Cyp2c55 Ndufb8 Mrpl43 Cuedc2 Gsto1 Tcf7l2 Cdc123 Atp5c1 Arrdc1 Tubb4b Ssna1 Lrrc26 Npdc1 Edf1 Phpt1 Tmem141 Dnlz Rpl7a Surf1 Endog Ntmt1 Swi5 Bbln Dpm2 Ndufa8 Psmb7 Rpl35 Gcg Atp5g3 Mtch2 Ndufs3 Ptpmt1 Psmc3 Creb3l1 Cd82 Commd9 Nop10 Emc4 Emc7 Ppp1r14d Gm14207 Ehd4 Serf2 Hypk B2m Snrpb Ddrgk1 Itpa Fermt1 Cst3 Sdcbp2 H13 Pdrg1 Chmp4b Dynlrb1 Map1lc3a Eif6 Scand1 Manbal Acot8 Ube2v1 Ctsz Prelid3b Psma7 Adrm1 Ppdpf Tpd52l2 Mrps28 Car1 Car2 Ndufc1 Mgst2 Alg5 Rps3a1 Naxe Rab25 Lamtor2 Ssr2 Fdps Scamp3 Trim46 Krtcap2 Dpm3 Slc50a1 Pmvk Jtb S100a1 S100a13 S100a14 S100a16 S100a11 Psmb4 Psmd4 Vps72 Bola1 Rbm8a Rhoc Atp5pb Lamtor5 Gstm5 Gstm2 Gstm1 Fabp2 Ostc Gipc2 Rps20 Rab2a Ndufb6 Bag1 Dctn3 Ccdc107 Creb3 Hint2 Nans Sec61b Txn1 Ptgr1 Alad Atp6v1g1 Dmac1 Rps6 Tmem59 Yipf1 Scp2 Txndc12 Uqcrh Tspan1 Akr1a1 Atp6v0b Elovl1 2610528J11Rik Ybx1 Guca2b Trappc3 Psmb2 Eif3i Tmem234 Serinc2 Mecr Atpif1 Tmem222 Sfn Sh3bgrl3 Syf2 Clic4 Fuca1 Hmgcl Gale Lypla2 Rpl11 Tcea3 Pla2g2a Micos10 Capzb Akr7a5 Szrd1 Srm Pgd Ctnnbip1 Park7 Acot7 Rer1 Faap20 Gnb1 Mrpl20 Aurkaip1 Sdf4 Sri Psmc2 Cgref1 Atraid Krtcap3 Grpel1 Qdpr Smim20 Rpl9 Smim14 Ociad2 Iscu Pop5 Cox6a1 Rplp0 Pebp1 Rpl6 Erp29 Aldh2 Arpc3 Chchd2 Cldn3 Abhd11 Mdh2 Fis1 Znhit1 Ap1s1 Gnb2 Mospd3 Lamtor4 Rac1 Bri3 Arpc1b Atp5j2 Polr1d Pomp Gng11 Sem1 Smim30 Arf5 Hilpda Atp6v1f Tmem176b Tmem176a Cycs Hoxaas3 Tax1bp1 Aqp1 Serbp1 Vamp8 Tcf7l1 Tmsb10 Suclg1 Aup1 Wbp1 Tex261 Spr Nfu1 Kbtbd8 Arpc4 Jagn1 Brk1 Sec13 Mkrn2os Emg1 Phb2 Grcc10 Tpi1 Ptms Mlf2 Chd4 Gapdh Mrpl51 Cd9 Ccnd2 H2aj Rps9 Cdc42ep5 Tmem238 Rpl28 Rps5 Chmp2a Ube2m Selenow Inafm1 Tmem160 Ap2s1 Calm3 Pglyrp1 Snrpd2 Trappc6a Tomm40 Nectin2 Ethe1 Phldb3 Ceacam10 Rabac1 Pafah1b3 Exosc5 Snrpa Prx Psmc4 Fbl Samd4b Sycn Mrps12 Nfkbib Ech1 Eif3k Fam98c Psmd8 Spint2 Tbcb Psenen Cox6b1 Tmem147 Ffar2 Mag Fxyd3 Scgb2b7 Etfb Klk1 Emc10 Akt1s1 Ptov1 Prrg2 Rps11 Rpl13a Snrnp70 Ftl1 Bcat2 Rpl18 Kdelr1 Ldha Htatip2 Tm2d3 Selenos Mrps11 Isg20 Idh2 Cib1 Sec11a Ramac 3110040N11Rik Rps3 Kcne3 Ucp2 Lamtor1 Arfip2 Mrpl17 Eif3f Rpl27a Rps13 Nupr1 Ypel3 Ppp4c Tmem219 Zg16 Bcl7c Vkorc1 Prss8 Pycard Bccip Fuom Echs1 Urah Bet1l Psmd13 Ifitm2 Rplp2 Cracr2b Cd151 Mob2 Mrpl23 Cd81 Ccnd1 Naxd Tm2d2 Aga Ndufa13 Cope Rex1bd Fkbp8 Ssbp4 Lsm4 Jund Mpv17l2 Ifi30 Ccdc124 Rpl18a Use1 Babam1 Mvb12a Pgls Fam32a Sin3b Zfp330 Ndufb7 Tecr Gipc1 Mri1 Ier2 Gadd45gip1 Calr Wdr83os Pllp Coq9 Tmem208 Psmd7 Gabarapl2 Hsbp1 Atp2c2 Cotl1 Cox4i1 Irf8 Map1lc3b Cyba Trappc2l Cbfa2t3 Rpl13 Acta1 Ntpcr Smco4 Pin1 Eif3g Cdc37 Rab3d Tmem205 Elof1 Acp5 Tmem45b Vsig2 Atp5l Plet1 Pts Sdhd Pou2af1 Wdr61 Commd4 Cox5a Mpi Ubl7 Pkm Rplp1 Rpl4 Rasl12 Ppib Ciao2a Gtf2a2 Arpp19 Tmed3 Ctsh Rnf7 Gm1123 Tex264 Manf Gmppb Gpx1 Shisa5 Tma7 Cmtm8 Rpsa Rpl14 Exosc7 Plp2 Timm17b Rbm3 Ebp Ndufb11 Slc25a5 Ssr4 Naa10 Rpl10 Lage3 Pdzd11 Gjb1 Rps4x Hsd17b10 Tmsb4x TABULA_MURIS_SENIS_LARGE_INTESTINE_SECRETORY_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LARGE_INTESTINE_SECRETORY_CELL_AGEING Ptpn18 Cnnm4 Actr1b Inpp4a Rnf149 Aamp Cnot9 Cnppd1 Stk16 Farsb Itm2c Ptma Atg4b Dtymk Steap3 Mcm6 Nucks1 Arl8a Rnpep Tmem9 Inava Uchl5 Qsox1 Tor3a Aldh9a1 Sdhc Dedd Usf1 F11r Ncstn Pycr2 Arfgef3 Marcks Traf3ip2 Mcu Psap Tysnd1 Fam241b Ccar1 Hnrnph3 Egr2 Ccdc6 Upb1 Smarcb1 Sumo3 Pfkl Gatd3a Rrp1 Bsg Rnf126 Ptbp1 R3hdm4 Wdr18 Cirbp 2310011J03Rik Klf16 Abhd17a Csnk1g2 Btbd2 Oaz1 Gadd45b Sgta Map2k2 Dapk3 Hmg20b Nfic Ncln Gna11 Tle5 Tmem263 Rtcb Arl1 Slc25a3 Dusp6 Cpsf6 Cdk4 B4galnt1 Nabp2 Pa2g4 Pes1 Rnf215 Ewsr1 Dbnl Pold2 Ddx56 Tmed4 Actr2 Npm1 Rars Nudcd2 Mgat1 G3bp1 Cnot8 Rnf187 Arf1 Usp22 Fam83g Ubb-ps Vamp2 Kdm6b Trp53 Mpdu1 Tnk1 Eif5a Phf23 Pfn1 Ggt6 Ywhae Tlcd3a Traf4 Dynll2 Msi2 Pdk2 Spop Phb Cbx1 Cdk5rap3 Mllt6 Ppp1r1b Ormdl3 Psmd3 Smarce1 Krt19 Nt5c3b Cnp Dnajc7 Nkiras2 Rab5c Coasy Dusp3 Tmub2 Dcakd Psmd12 Sox9 Slc9a3r1 Hid1 Grb2 H3f3b Wbp2 Mrpl38 Exoc7 Cant1 Engase Hgs Slc25a10 Arhgdia Anapc11 Dus1l Sdc1 Laptm4a Pqlc3 Sypl Bzw2 Dnajb9 Sptssa Hspa2 Max Eif2s1 Srsf5 Rbm25 Dlst Itpk1 Yy1 Ppp2r5c Akt1 Btbd6 Akr1e1 Larp4b Arid4b AW209491 BC005537 Ssr1 Dek Gadd45g Sfxn1 Cltb Rnf44 Grk6 Tmed9 Hnrnpa0 Hnrnpk Paip1 Nim1k Ube2e1 Ppif Tkt Psmc6 Pip4p1 Zfp219 Mmp14 Dhrs4 Cideb Sap18 Ctsb Dpysl2 Polr3d Tsc22d1 Mzt1 Klf5 Rbm26 Gpr180 Brix1 Zfp622 Cct5 Ywhaz Eif3e Myc Puf60 Bop1 Hsf1 Ppp1r16a Txn2 Eif3d Mpst Gga1 H1f0 Pick1 Baiap2l2 Apobec3 Rpl3 Rrp7a Mcat Prr5 Ttc38 Trabd Lmf2 Twf1 Slc48a1 Kansl2 Tmbim6 Gpd1 Mettl7a1 Krt83 Prr13 Atp5g2 Cbx5 Copz1 Ubald1 Gspt1 Cpped1 Mrtfb Pkp2 Sdf2l1 Ube2l3 Klhl22 Trmt2a Dvl3 Psmd2 Eif4g1 Liph Hes1 Ppp1r2 Bdh1 Tnk2 Tmem39a Naa50 Nfkbiz Pcnp Tfg Tomm70a Cldn25 Cct8 Cldn14 Tagap1 Rnaset2b Acat2 Rgmb Kctd5 Atp6v0c Nubp2 Spsb3 Jpt2 Gnptg Stub1 Dusp1 Nudt3 Snrpc Ppil1 Cbs Akap8 Zfp414 Rab11b Wdr46 Agpat1 Atf6b Dxo Cfb Hspa1a Lsm2 Clic1 Slc29a1 Srf Cnpy3 Rpl7l1 Ccnd3 Stap2 Sh3gl1 Vmac Gtf2f1 Memo1 Slc30a6 Srsf7 Sil1 Tcerg1 Eif1a Commd10 Lmnb1 Cdx1 Tcf4 Mbd2 Hdhd2 Atp5a1 Cndp2 Aldh3b2 Pold4 Ssh3 Rab1b Sf3b2 Drap1 Cfl1 Ehbp1l1 Dpf2 Zfpl1 Snx15 Ehd1 Sf1 Esrra Nudt22 Stip1 Macrod1 Mark2 Rtn3 B3gat3 Eef1g Incenp Fen1 Syt7 Vps37c Tmem109 Prpf19 Gnaq Frat1 Lzts2 Mfsd13a Xpnpep1 Dusp5 Tcf7l2 Csf2ra Hspa14 Cdc123 Abi1 Fbxw5 Rabl6 Tmem250-ps Gpsm1 Surf6 Set Endog Lrrc8a Ptpa BC005624 Swi5 St6galnac4 Cdk9 Fbxw2 Gsn Cdca7 Hnrnpa3 Psmc3 Arfgap2 Cd82 Inafm2 Ivd Rmdn3 Ehd4 Snap23 Ddrgk1 Prnp Crnkl1 Xrn2 Foxa2 Fam110a Csnk2a1 Bcl2l1 Raly Ahcy Map1lc3a Edem2 Dlgap4 Manbal Blcap Acot8 Ube2v1 Ptpn1 Rbm38 Prelid3b Adrm1 Tpd52 Mtfr1 Actl6a Eif2a Ssr3 Hdgf Rusc1 Scamp3 Trim46 4933434E20Rik Tpm3 Chtop S100a14 Cgn Psmd4 Vps72 Sf3b4 Polr3gl Reg4 Nras Hipk1 Rhoc Rap1a Clcc1 Gclm Ap1ar Gar1 Papss1 Tox Chd7 Dnaja1 Aldh1b1 Rad23b D630039A03Rik Lurap1l Nfia Txndc12 Efcab14 Rnf220 Eri3 2610528J11Rik Ybx1 Ppcs Yars Tmem234 Ptp4a2 Tinagl1 Rcc1 Ppp1r8 Slc9a1 Sfn Rsrp1 Clic4 Pnrc2 Lypla2 Tcea3 Ece1 Pla2g2f Capzb Rcc2 Szrd1 Efhd2 Srm Pex14 Pgd Ctnnbip1 Vamp3 Gnb1 Atad3a Psmc2 Abcb8 Tmub1 Abcf2 Preb Eif2b4 Snx17 Ppm1g Pisd Ctbp1 Maea Slbp Letm1 Qdpr Lap3 Lias Hnrnpd Tmed5 Noc4l Ep400 Ung Rnf10 Prkab1 Pebp1 Fbxw8 Rita1 Pheta1 Anapc5 Orai1 Vps37b Cct6a Rfc2 Eif4h Cux1 Srrt Mospd3 Tsc22d4 Ppp1r35 Mcm7 Mad1l1 E130309D02Rik Bri3 Arpc1b Cdx2 Ica1 Arf5 Chchd3 Tra2a Hoxa11os Gars Aqp1 Serbp1 Tcf7l1 Tmsb10 Htra2 Rtkn Tex261 Nagk Spr Sfxn5 Cct7 Mxd1 Cnbp Rab7 Foxp1 Arpc4 Hnrnpf Phb2 Ptms Mlf2 Cops7a Ltbr Tnfrsf1a Fkbp4 Gabarapl1 Ybx3 Wbp11 Ptpro Golt1b Mboat7 Rdh13 Kmt5c Zfp787 Ube2m Inafm1 Bbc3 Ap2s1 Slc1a5 Calm3 Ppp5c Foxa3 Eml2 Vasp Tomm40 Nectin2 Ceacam10 Exosc5 Egln2 Snrpa Psmc4 Fbl Zfp36 Sycn Pak4 Rbm42 Scn1b 2410002F23Rik Emc10 Nr1h2 Nup62 Tbc1d17 Akt1s1 Pnkp Ptov1 Med25 Prrg2 Rpl13a Snrnp70 Ruvbl2 Fut2 Sphk2 Kdelr1 Ush1c Nav2 Klf13 Zfp710 Furin Pak1 Rrm1 Smpd1 Arfip2 Eif3f Nucb2 Polr3e Plk1 Sh2b1 Ppp4c Ino80e Mvp Maz Fus Armc5 Bag3 Bub3 Ctbp2 Psmd13 Ifitm2 Pnpla2 Cracr2b Cd151 Cd81 Tssc4 Nap1l4 Ccnd1 Elavl1 Nsd3 Ddhd2 Plpbp Aga Sugp1 Tmem161a Fkbp8 Ssbp4 Jund Nr2f6 Babam1 Abhd8 Dda1 Colgalt1 Mcm5 Smad1 Dnajb1 Gipc1 Ddx39a Ier2 Gadd45gip1 Rad23a Junb Get3 Brd7 Arl2bp Got2 Pdp2 Rrad E2f4 Zfhx3 Txnl4b Bcar1 Cfdp1 Kars Cotl1 Irf8 Rnf166 Chmp1a Irf2bp2 Smco4 Cdc37 Keap1 Ldlr Rab3d Ecsit Elof1 St3gal4 Dcps Ei24 Vsig2 Hspa8 Usp2 H2ax Zpr1 Idh3a Etfa Mpi Ubl7 Pkm Cln6 Rpl4 Oaz2 Snx1 C2cd4b C2cd4a Eef1a1 Ctsh Srprb Trf Cdv3 Alas1 Poc1a Naa80 Gmppb Bsn Rhoa Qars Shisa5 Csrnp1 Snrk Slc35a2 Rbm3 Ftsj1 Mid1ip1 Fundc1 Aifm1 F8a Naa10 Emd Fam3a Gjb1 Nono Pgk1 TABULA_MURIS_SENIS_LIMB_MUSCLE_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_B_CELL_AGEING Eloc Lmbrd1 Eif5b Nop58 Tuba4a A530032D15Rik C130026I21Rik Sp140 Itm2c Ubxn4 Cacna1s Ptprc Prdx6 Prrc2c Mpc2 Pfdn2 Tagln2 Hnrnpu Man1a Psap Sar1a Srgn Bsg Gpx4 Atp5d Oaz1 Gadd45b Hsp90b1 Slc25a3 Dcn Atp2b1 Ptges3 Xbp1 Plek Rel Pttg1 Hspa4 Irf1 Ubb Kdm6b Eif1 Dnajc7 Stat3 Ddx5 Pdia6 Odc1 Id2 Baz1a Rbm25 Tmed10 Fos Calm1 Ddx24 Atp5mpl Pld4 Crip1 Tubb2a Prpf4b Txndc5 Nfil3 Uqcrb Ell2 Arf4 Selenok Gnl3 Ghitm Lgals3 Dad1 Psme2 Itm2b Dnajc3 Sub1 Ankrd33b Mtdh Cox6c Ywhaz Klf10 Derl1 Ly6a Eef1d Vps28 Lgals1 Atf4 Tspo Tuba1b Tuba1a Tuba1c Tmbim6 Itgb7 Pfdn5 Prr13 Litaf Sdf2l1 Ppp1r2 Cd86 Sod1 Ezr Srrm2 Elob Cdkn1a Pim1 Ndufv3 H2-K1 Psmb9 Psmb8 H2-Eb1 H2-D1 H2-Q4 H2-T23 Srsf7 Crem Mzb1 Ndfip1 Lmnb1 Sec11c Tcf4 BC031181 Gstp1 Cdk2ap2 Malat1 Fkbp2 Rtn3 Slc3a2 Ahnak Fth1 Tmem258 AW112010 Got1 Atp5md Sfr1 Vim Tubb4b Hspa5 Traf1 Cd44 Pdia3 B2m Nop56 Rrbp1 Cst3 H13 Map1lc3a Ergic3 Rbm39 Skil Anxa5 Ccnl1 Lmna Dpm3 S100a6 S100a11 Txnip 1810037I17Rik H2az1 Sh3glb1 Srsf11 Rab2a Ube2j1 Pnrc1 Dnaja1 Vcp Erp44 Txn1 Prdx1 Rsrp1 Clic4 Rer1 Fgl2 Kmt2e Tomm7 Rheb Dnajb6 Slbp Jchain G3bp2 Plac8 Dynll1 Arpc3 Ubc Sbds Ndufa4 Cycs Edem1 Gapdh Cd9 Strap Kras Ube2s Tmem160 Fosb Rabac1 Sertad1 Tbcb Fxyd5 Napsa Emp3 Ldha Selenos Iqgap1 Zfand6 Spcs2 Aldoa Cd81 Jund Cyp4f18 Tpm4 Smarca5 Adgre5 Prdx2 Cyba Ddx6 Bcl2a1d Bcl2a1b Manf Cybb Ndufb11 Ndufa1 Emd Sat1 TABULA_MURIS_SENIS_LIMB_MUSCLE_SCHWANN_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_SCHWANN_CELL_AGEING Mdh1 Plac9 Scaf11 Apod Srrm2 B2m Tln1 Hp1bp3 Oat Tcf25 Rdx TABULA_MURIS_SENIS_LIMB_MUSCLE_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_T_CELL_AGEING Il18r1 Ctla4 Icos Tuba4a Ncl Fam174a Rgs2 Prrc2c Igsf8 Eprs Stx11 Tnfaip3 Ifngr1 Cd164 Sar1a Srgn Cstb Gpx4 Atp5d Gadd45b Hsp90b1 Slc25a3 Atp2b1 Snhg15 Ramp3 Txndc17 Pafah1b1 Ywhae Traf4 Ccl5 Cwc25 Ikzf3 Ormdl3 Eif1 Stat3 Ddx5 Gna13 H3f3b Actg1 Odc1 Ywhaq Id2 Arl4a Baz1a Tmed10 Calm1 Yy1 Gpr132 Crip1 Pfkp Arid4b Serpinb1a Pxdc1 Prpf4b Nfil3 Prr7 Ctla2a Glrx F2r Emb Plac9 Tmem254 Arf4 Selenok Gch1 Lgals3 Ltb4r1 Itm2b Kctd12 Mycbp2 Gpr183 Sub1 Dgat1 Il2rb Lgals1 Tob2 Tspo Tmbim6 Pfdn5 Prr13 Nfkbiz Cldn25 Cggbp1 Samsn1 D16Ertd472e Sod1 Ezr Mpc1 Dusp1 Atp6v0e Cdkn1a Pim1 H2-K1 Brd2 H2-Ab1 H2-D1 Ppp1r11 Tgif1 Cdc42ep3 Calm2 Crem Rnf125 Ndfip1 Nr3c1 Lmnb1 Cd74 Txnl1 BC031181 Cdk2ap2 Slc3a2 Ahnak Fth1 AW112010 Lpxn Anxa1 Pgam1 Avpi1 Got1 Oga Nfkb2 Atp5md Tubb4b Hspa5 Nr4a2 Cd82 Cd44 Pdia3 B2m Gabpb1 Smox Cst7 Fam110a Rbm39 Rab5if Cebpb Ptpn1 Tiparp Ccnl1 S100a4 S100a6 S100a11 S100a10 Sf3b4 1810037I17Rik Snhg8 H2az1 Lmo4 Pnrc1 Dnaja1 Klf4 Tnfsf8 Sfpq Rsrp1 Camk2n1 Tnfrsf1b Acot7 Cdk11b Tnfrsf4 Rheb Dnajb6 Cenpa Ppm1g Fosl2 Slbp Rell1 Areg Dynll1 Ppp1cc Arpc3 Orai1 Vps37b Ubc Sbds Ubl3 Zc3hav1 Tmem176b Tmem176a Tax1bp1 Capg Isy1 Crbn Bhlhe40 Aebp2 Kras Ube2s Nop53 Rabac1 Tgfb1 Hcst Spty2d1 Chd2 Furin Iqgap1 Aldoa Hmgb2 Jund Tpm4 Smarca5 D8Ertd738e Ier2 Calr Junb Herpud1 Rrad Ciao2b Maf Galnt2 Itgb1 Smco4 Ubl5 Hspa8 Tspan3 Rab8b Rps27l Rora Anxa2 Bcl2a1d Bcl2a1b Rnf7 Faim Manf Cish Rassf1 Cmtm7 Cxcr6 Ccr2 Plp2 Ddx3x Emd P2ry10 TABULA_MURIS_SENIS_LIMB_MUSCLE_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_ENDOTHELIAL_CELL_AGEING Nop58 Fmo2 Pcp4l1 Mndal Ifi203 Atf3 Ppa1 Kitl Cct4 Pttg1 Irgm1 Tgtp2 Ifi47 Irf1 Gm12216 Igtp Slfn5 Slfn2 Cd300lg Icam2 Ddx5 Actg1 Rsad2 Tspan13 Meox2 Calm1 Hsp90aa1 Crip1 Plac9 Sncg Lgals3 Psme1 Psme2 Itm2b Ly6a Ly6c1 Grina Apol10b Atf4 Tspo Rnd1 Tuba1b Prr13 Emp2 Tra2b Parp14 Jam2 App Sod1 Srrm2 Cdkn1a Rps28 H2-K1 Psmb9 Tap1 Psmb8 Tap2 H2-Ab1 H2-Aa H2-Eb1 Hspa1a H2-D1 H2-Q4 H2-T23 Clic5 Hsp90ab1 Tnfsf9 Xdh Cdc42ep3 Srsf7 Egr1 Ctnna1 Iigp1 Cd74 Gstp1 Malat1 Plaat3 Slc3a2 AW112010 Cd274 Ifit3 Ifit1 Tubb4b Nfe2l2 B2m Eif2s2 Stmn2 Tm4sf1 S100a6 Gstm1 Vcam1 Palmd Gbp5 Gbp7 Gbp3 Gbp2 Car8 Dnaja1 Jun Cyp4b1 Alpl Vwa1 Isg15 Cd36 Il6 Cytl1 Kdr Cxcl9 Cxcl10 Anxa3 Gbp4 Gbp6 Aldh2 Arpc3 Ubc Abcg2 Capg Mgll Slc6a6 Timp4 Cxcl12 Ccnd2 Chmp2a Rabac1 Zfp36 Arl6ip1 Oat Cd81 Bst2 Klf2 Irf8 Tbrg1 Arcn1 Rdx Pkm Tmod3 Plscr1 Plscr2 Pls3 TABULA_MURIS_SENIS_LIMB_MUSCLE_MACROPHAGE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_MACROPHAGE_AGEING Tuba4a Sp140 Ptprc Rgs2 Ifngr1 Cd24a Smpdl3a Psap Itgb2 Btg1 Rps15a-ps6 Myo1g Ramp3 Rps27a Gm2a Supt4a Psmb3 Rpl38 Atp5h Syngr2 Tspan13 Gpr132 Cks2 Nfil3 Btf3 Emb Tkt Lgals3 Sub1 Eif3e Eif3h Cyrib Csf2rb Rpl3 Ndufa6 Itgb7 Pfdn5 Rpl31-ps12 Retnla Cd47 Samsn1 Ezr Agpat4 Psmb1 Msrb1 Rps28 Rps18 H2-DMa H2-DMb1 Psmb8 H2-Ab1 H2-Aa H2-Eb1 C3 Cebpz Lmnb1 Cd74 Sec11c Cdk2ap2 Fau Prdx5 Mpeg1 Anxa1 Gda Got1 Rpl35 Tnfaip6 Cytip Il1b H13 Rab5if S100a6 S100a11 Ctss H2az1 Lmo4 Rps6 Rps15a-ps4 Cd52 Srrm1 Gm15421 Plac8 Rpl6 Sem1 Tax1bp1 Tnip3 Tmsb10 Plbd1 Mgst1 Rps9 Nop53 Vasp Rps19 Eif3k Fxyd5 Gpi1 Napsa Eif3f Rps15a Coro1a Aldoa Ifitm6 Taldo1 Cd209a Cd209d Rab11fip1 Gsr Hmgb2 Uba52 Ndufb7 Snx20 Cyba Pkm Rpl4 Anxa2 Rpsa Ccr2 Plp2 Rbm3 Rpl39 Pgk1 TABULA_MURIS_SENIS_LIMB_MUSCLE_MESENCHYMAL_STEM_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_MESENCHYMAL_STEM_CELL_AGEING Nop58 Tuba4a Serpine2 Cfh Ptgs2 Myoc Uap1 Ifi207 Ifi204 Ifi211 Ifi203 Ifi205 Hsd11b1 Gja1 Psap Gstt1 Sbno2 Gadd45b Txnrd1 Dcn Lum Efemp1 Irgm1 Gfpt2 Sqstm1 Irf1 Gpx3 Kdm6b Eif4a1 Ccl11 Ddx5 Abca8a Cygb Socs3 Nfkbia Zfp36l1 Fos Hsp90aa1 Tnfaip2 Serpinb6a Aspn Ogn Gadd45g Nfil3 Plau Plac9 Lgals3 Clu Itm2b Osmr Cpq Enpp2 Myc Ndrg1 Ly6a Ly6c1 Tspo Nr4a1 Prr13 Cebpd Rtp4 Apod Pla1a Cd47 Nfkbiz Adamts5 Sod2 Smoc2 Has1 Srrm2 Cdkn1a H2-K1 Psmb8 C4b Cfb Hspa1a H2-D1 H2-Q4 Ier3 Hsp90ab1 Tnfsf9 C3 Egr1 Iigp1 Cd74 Cyb5a Gstp1 Malat1 Lrrn4cl Fth1 AW112010 Ms4a4d Anxa1 Il33 Ifit1 Hspa5 Gsn Tnfaip6 Cd302 Nfe2l2 Serping1 Thbs1 B2m Thbd Cst3 Procr Pltp Cebpb Anxa5 Tiparp Ccnl1 Ptx3 Tpm3 Rps27 S100a13 S100a4 S100a6 Ecm1 Gstm1 Gem Ccl19 Plpp3 Id3 Camk2n1 Pdpn Isg15 Il6 Fosl2 Cxcl1 Cxcl2 Anxa3 Slc10a6 Sparcl1 Aldh2 Arpc3 Ubc Sbds Hspb1 Sgce Tac1 Rarres2 Tmem176b Gpnmb Hnrnpa2b1 Inmt Gadd45a Capg Hk2 Fbln2 Cxcl12 C1ra C1s1 Chd4 Cd9 Mgst1 Apoe Bcl3 Zfp36 Ftl1 Nmb Aldoa Ifitm3 Plat Klf2 Junb Ces1d Mt2 Mt1 Rrad Crispld2 Cyba Dpep1 Casp4 Icam1 Hspa8 Cilp Plscr1 Trf Clec3b Gpm6b G530011O06Rik TABULA_MURIS_SENIS_LIMB_MUSCLE_SKELETAL_MUSCLE_SATELLITE_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_SKELETAL_MUSCLE_SATELLITE_CELL_AGEING Nop58 Tuba4a Ptma Tagln2 Gja1 Srgn Bsg Gpx4 Gadd45b Slc25a3 Dcn Cd63 Pttg1 Hint1 Gpx3 Ubb Ubb-ps Kdm6b Eif5a Gabarap Serpinf1 Ccl2 Ccl7 Ccl11 Eif1 Nfkbia Zfp36l1 Fos Calm1 Ifi27 Crip2 Gadd45g Cltb Ctsl Map1b Plac9 Pnp Rnase4 Dad1 Ndrg1 Eef1d Atf4 Tspo Pfdn5 Cebpd Rpl31-ps12 Cdkn1a H2-K1 H2-D1 H2-Q4 Ier3 Smim3 Cyb5a Gstp1 Cdk2ap2 Pold4 Cfl1 Malat1 Fth1 Ms4a4d Anxa1 Ankrd1 Swi5 Tnfaip6 B2m Cst3 Map1lc3a Skil Ccnl1 Tpm3 Rps27 S100a6 Rhoc Gstm2 Gstm1 Ccl19 Id3 Fosl2 Rhoh Cxcl1 Anxa3 Slc10a6 Rpl6 Arpc3 Hspb1 Rarres2 Tmem176b Tmem176a Gadd45a Capg Chmp2a Nop53 Apoe Rabac1 Sertad1 Zfp36 Nfkbib Eif3k Sbsn Plekhf1 Rpl13a Ftl1 Isg20 Ifitm2 Ifitm3 Crlf1 Jund Use1 Klf2 Junb Mt2 Mt1 Rpl13 Casp4 Rpl14 Emd TABULA_MURIS_SENIS_LIMB_MUSCLE_SMOOTH_MUSCLE_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIMB_MUSCLE_SMOOTH_MUSCLE_CELL_AGEING Myo1b Nbeal1 Tuba4a Lmod1 Cfh Rgs16 Rgs5 Adamts4 Ifi207 Mndal Ifi211 Ifi203 Gstt1 Dnaaf10 B3gnt2 Irgm1 Ifi47 Irf1 Gpx3 Vat1 Ddx5 Asap2 Nfkbia Yy1 Hnrnpk Plac9 Sncg Lgals3 Mycbp2 Tspo Rtp4 Filip1l Srrm2 H2-K1 Psmb8 H2-D1 H2-Q4 Iigp1 Ifit3 Ifit1 Rsu1 Zeb2 Rbms1 Ssb Nfe2l2 Serping1 B2m Eif2s2 Gnb4 Anxa5 Gucy1b1 Gucy1a1 Mnd1 S100a6 Rbm8a Gstm1 Vcam1 Gbp5 Gbp7 Ccl19 Tln1 Hrct1 Cyp4b1 Cdc42 Isg15 Il6 Cxcl10 Anxa3 Aldh2 Sbds Gng11 Cald1 Capg Gpr19 Ldhb Ech1 Cog7 Aldoa Igf2 Npy1r Naf1 Inpp4b Cpne2 Acta1 Itgb1 Casp4 Pkm Trex1 Pcdh19 Rbbp7 Erdr1 TABULA_MURIS_SENIS_LIVER_NK_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIVER_NK_CELL_AGEING Eloc Neurl3 Hspd1 Clk1 Dock10 Ncl Lrrfip1 Nucks1 Btg2 Adipor1 Ptprc Rgs2 Rgs1 Acbd6 Cacybp Gas5 Adss Tnfaip3 Rpl32l Rps12 Fyn Tspan15 Ddx21 Ptbp1 Dazap1 Oaz1 Eef2 Btg1 Cct2 Naca Ptges3 Rps15a-ps6 Peli1 Npm1 Rack1 Hnrnpab Hspa4 Irf1 Ubb Ubb-ps 2410006H16Rik Acap1 Pafah1b1 Ccl5 Ccl4 Vmp1 Luc7l3 Stat3 Prkca Gna13 Rpl38 Grb2 Wbp2 Srsf2 Cd7 Metrnl Odc1 Tspan13 Ifrd1 Rps29 Prkch Wdr89 Zfp36l1 Fos Batf Ifi27 Serpina3g Papola Hsp90aa1 Gpr132 Klf6 Psma2 H2ac23 Nol7 Dek Ctla2a Glrx Bhmt Nsa2 Gpbp1 Gng2 Dnajc9 Tmem254 Ghitm Lgals3 Mrpl52 Gzmb Sugt1 Rpl37 Fyb Zfp622 Gm12191 Rpl30 Klf10 Eif3e Ly6a Eef1d Lgals1 Rpl3 Atf4 Slc38a2 Eif4b Rpl31-ps12 Comt Tra2b Morf4l1-ps1 Lrrc58 Ndufs5-ps Rpl24 Samsn1 Cct8 Hmgn1 Rnaset2b Tcp1 Ube2i Pim1 Gm6402 Hnrnpm Rps28 Rps18 Brd2 Psmb9 Tap1 Tap2 H2-Ab1 H2-Aa H2-Eb1 H2-Q4 H2-Q7 H2-T23 Hsp90ab1 Rpl36 Ankrd12 Gm9320 Srsf7 Cox7a2l Kif5b Cd74 Rpl17 Smad7 Coro1b Pold4 Neat1 Fau Trmt112 Slc3a2 Ahnak Ms4a6b Fam111a Npm3 Celf2 Vim Rpl7a Surf1 Swi5 Rpl12 Hspa5 Itga4 Ssrp1 Cd82 Eif3m Cst7 Eif2s2 Rbm39 Zfas1 Rps21 Lime1 Rpl22l1 Smc4 Pmf1 Tpm3 S100a4 S100a6 Ctss Ptpn22 Rap1a 1810037I17Rik Snhg8 Rpl34 Rpl34-ps1 Sh3glb1 Rps20 Tox Cd72 Glipr2 Ptma-ps2 Anp32b Txn1 Ptbp3 Jun Khdrbs1 Ptp4a2 Laptm5 Rps15a-ps4 Stmn1 Runx3 Srrm1 Hp1bp3 Camk2n1 Rsbn1l Gm15421 Kmt2e Rbpj Jchain Mir703 Hnrnpdl Atp5k Rpl6 Rsrc2 Vps37b Capza2 Luc7l2 Tmem176b Tmem176a Cd8b1 Cd8a Capg Npm3-ps1 Cct7 Cnbp Tmf1 Crbn Bhlhe40 Arpc4 Rpl32 Gm6654 Rps5 Pglyrp1 Rps19 Actn4 Hamp Rpl13a Ppp1r15a Emp3 Akap13 Iqgap1 Eif3f Rpl27a Rps13 Rps15a Uqcrc2 Il21r Atxn2l Eif3c Slx1b Spn Pkp3 Ctsd Plekha2 Saraf Slc25a4 Irf2 Rpl18a Use1 Klf2 Smarca5 Dnajb1 D8Ertd738e Junb Mt1 Tcf25 Taf1d Icam1 Cdc37 Ets1 Hspa8 H2ax Rdx Rab8b Anxa2 Bcl2a1b Cdv3 Cish Ccdc12 Rpsa Rpl14 Limd1 Rbm3 Rpl39 Sh2d1a Emd Igbp1 Gm6222 Pgk1 Sat1 Sh3kbp1 Rbbp7 Erdr1 TABULA_MURIS_SENIS_LIVER_ENDOTHELIAL_CELL_OF_HEPATIC_SINUSOID_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIVER_ENDOTHELIAL_CELL_OF_HEPATIC_SINUSOID_AGEING Rpl7 Ptpn18 Mitd1 Rpl31 Slc40a1 Stat1 Hspd1 Bzw1 Cflar Pard3b Eef1b2 Rpl37a Gm7609 Sp100 Ncl Ptma Tsn Ddx18 Nucks1 Prelp Rgs2 Tpr Tor1aip1 Ralgps2 Gas5 Prrc2c Cd84 Mndal Cox20 Phactr2 Rpl32l Rps12 Epb41l2 Dse Smpdl3a Psap Sumo3 Rps15 Oaz1 Eef2 Hmg20b Nfic Timp3 Nap1l1 Msrb3 Rassf3 Ctdsp2 Nudcd3 Rps15a-ps6 H2az2 Actr2 Sertad2 Rps27a Sptbn1 Slu7 Rack1 Sqstm1 Irf1 Alkbh5 Ubb-ps 2410006H16Rik Zbtb4 Pafah1b1 Crk Rpl23a Slfn5 Ap2b1 Ccl5 Ccl4 Spop Gngt2 Nfe2l1 Rpl23 Rpl19 Cavin1 Vat1 Dusp3 Rpl38 Hid1 Wbp2 Rock2 Id2 Rsad2 Rps7 Pnpla8 Mia2 Rps29 Arid4a Wdr89 Churc1 Zfp36l1 Sel1l Tnfaip2 Crip1 Serpinb6a Prpf4b Nol7 Id4 Sfxn1 Cltb Hnrnpa0 Brd9 Rps23 Nsa2 Fcho2 Esm1 Dnase1l3 Zfp503 Rps24 Pbrm1 Sh3bp5 Ktn1 Hnrnpc Psme1 Fam124a Tpt1 Wbp4 Elf1 Mycbp2 Rpl37 Pabpc1 Ywhaz Klf10 Eif3h Phf20l1 Ly6a Rac2 Cdc42ep1 Lgals1 Rpl3 Cyb5r3 Tspo Arf3 Dazap2 Eif4b Rarg Pfdn5 Prr13 AU021092 Rpl31-ps12 Comt Lpp Morf4l1-ps1 Hes1 Rpl35a Dtx3l Hcls1 Ndufs5-ps Pcnp Sod1 Smim11 Rnaset2b Flywch1 Rps10 Gm6402 Hnrnpm Rps28 Ndufa7 Rps18 H2-K1 Brd2 H2-DMb1 Psmb9 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Lst1 H2-Q4 Ier3 H2-T23 Rpl36 Ralbp1 Gm9320 Myl12b Lbh Crim1 Cdc42ep3 Cox7a2l Zfp36l2 Jcad Zeb1 Rock1 Pfdn1 Ik Arap3 Nr3c1 Iigp1 Rps14 Cd74 Bvht Rpl17 Gstp1 Kdm2a Fau Prdx5 Plaat3 Hnrnpul2 Fads1 AW112010 Ms4a6c Acta2 Ifit3 Tcf7l2 Csf2ra Csprs Tmem250-ps Brd3 Rxra Sptan1 Set Prrc2b Swi5 Rpl12 Rpl35 Zeb2 Dync1i2 Wipf1 Atp5g3 Spi1 Cd82 Oip5os1 Rtf1 Ehd4 B2m Il1b Cenpb Norad Samhd1 Mafb Slpi Pltp Znfx1 Zfas1 Zbp1 Rps21 Sox18 Tpd52 Nceh1 Rpl22l1 Sec62 Rps3a1 Rps27 Rab13 Ensa Mrps21 Txnip Rbm8a Csde1 Hipk1 Csf1 Gstm2 Vcam1 1810037I17Rik Snhg8 Rpl34 Rpl34-ps1 Aimp1 Gbp7 Pkn2 Lmo4 Rps20 Car8 Smim27 B4galt1 Anp32b Rgs3 Nfib Rps6 Nfia Mier1 Tut4 Akr1a1 Rps8 Macf1 Ptp4a2 Sdc3 Rps15a-ps4 Dnajc8 Ece1 Hp1bp3 Pink1 Tnfrsf1b Tardbp Pgd Rpl22 Gnb1 Isg15 Ptpn12 Gm15421 Insig1 Sh3tc1 Bod1l Klhl5 Rpl9 Cxcl9 Mir703 Gbp4 Rpl5 Atp5k Rpl6 Aldh2 Nipsnap2 Hspb1 Gigyf1 Pdap1 Rpl21 Ubl3 Ndufa5 Tmem140 Luc7l2 Tmem176b Tmem176a Cbx3 Chmp3 Capg Tmsb10 Cyp26b1 Snrnp27 Xpc Rpl32 Depp1 Wnk1 Clec4n Chd4 Clec2d Clec12a Gabarapl1 Lrp6 Mgst1 Ldhb Gm6654 Rps9 Rpl28 Rps5 Selenow Nop53 Apoc2 Rps19 Axl Actn4 Hamp Scn1b Rps11 Rpl13a Snrnp70 Iqgap1 Rps17 Rps3 Trim12c Eif3f Rpl27a Dennd5a Rps13 Rps15a Slx1b Bola2 Mapk3 Irf7 Taldo1 Rplp2 Ap2a2 Cdkn1c Tacc1 Frg1 Lpl Rpl18a Use1 Fam32a Hmox1 Junb Adgrg1 Ces2g Psmb10 Cmip Cbfa2t3 Rpl13 Tcf25 Dock6 Arhgef12 Rps25 Ddx6 Rplp1 Smad6 Rpl4 Plekho2 Oaz2 Bnip2 Nedd4 Eef1a1 Bcl2a1b Rbp1 Amotl2 Ryk Map4 Rpsa Rpl14 Ctnnb1 Rbm3 Rpl39 Ndufa1 Bgn Rpl10 Pin4 Rps4x Gm6222 Atrx Sh3bgrl Rpl36a Tmsb4x TABULA_MURIS_SENIS_LIVER_HEPATOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIVER_HEPATOCYTE_AGEING Zap70 Agxt Pigr Qsox1 Coq8a Psen2 Psap Upb1 Gstt3 Ftcd Col18a1 Gamt Oaz1 Tle5 Amdhd1 Rdh16f2 Gls2 Apon Srebf1 Serpinf2 Igfbp4 Grn Slc9a3r1 H3f3b Afmid Actg1 Slc25a10 Dcxr Id2 Ifi27 Serpina3m Serpinb1a Bhmt Tmem254 Ndrg2 Ctsb Zfp395 Clu Ugt3a1 A1bg Ly6e Gpt Apol9a Apol9b Mpst Cyb5r3 Krt8 Krt18 Rpl31-ps12 Cbs H2-K1 C4b H2-D1 H2-Q10 Gnmt Lrg1 Haao Rnf125 Proc Cdo1 Aldh7a1 Cfl1 Macrod1 Fads2 Cyp26a1 Got1 Scd1 Sardh Ass1 Swi5 Fpgs Ahcy Pltp Car3 Noct Fdps Efna1 Selenbp1 Adh5 Cth Pnrc1 Aldh1b1 Mup2 Mup20 Ambp Jun Rps15a-ps4 Rsrp1 Id3 Aldh4a1 Agmat Cd36 Hgfac Qdpr Acads Aldh2 Hpd Asl Tfr2 Actb Cyp3a44 Tmem176b Tmem176a Spr Aldh1l1 Bhlhe40 Ptms Gapdh Clec2d Hebp1 Sult2a2 Sult2a1 Sult2a7 Prodh2 Hamp2 Hamp Cebpa Etfb Ldha Fah Aqp8 Sult1a1 Oat F10 Gas6 Fkbp8 Jund Gcdh Got2 Ttc36 Apoa1 Apoa5 Nnmt Anp32a Paqr9 Acaa1b Gjb1 Tmsb4x TABULA_MURIS_SENIS_LIVER_MATURE_NK_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIVER_MATURE_NK_T_CELL_AGEING Lman2l Eef1b2 Mff Sp110 Hdlbp Ppip5k2 Glul Fcer1g F11r Cep170 Cited2 Marcks Eif4ebp2 Smarcb1 Rrp1 Bsg S1pr4 Tle5 Eea1 Timeless Nabp2 Tespa1 Larp1 Cd68 Rnasek Arrb2 Derl2 Ankfy1 Stat3 Coa3 Kpna2 Dnajb9 Arhgap5 Fos Sptlc2 Lgmn Mark3 Hnrnpa0 Hexb Sec24c Kat6b Zdhhc20 Msra Dpysl2 Mtdh Zfp706 Hsf1 Carhsp1 Senp5 Pak2 Sod1 Lnpep Pgp Hagh Ltb Ppp1r11 Cdc5l Eif1a Cd74 Nars Smad4 Cfl1 Sf1 Plaat3 Npm3 Mrpl41 Tmem250-ps Egfl7 Brd3 Coq4 Swi5 Ndufs3 Tubgcp4 Gabpb1 Cst3 Chmp4b Zswim1 Elmo2 Ctsz P2ry12 Smc4 Adar Jtb Cdc42se1 Plekho1 Usp24 Akr1a1 Nudc Syf2 Eif4g3 Mrpl33 Tmed5 Suds3 Ap1s1 Tmsb10 Isy1 Brk1 Psmd8 Rbm42 Rpl13a Saa1 Mef2a Ramac Dda1 Bst2 Ankrd11 Eif3g Apoa1 Ubl7 Cdv3 Shisa5 Smarcc1 Msn Plp1 TABULA_MURIS_SENIS_LIVER_MYELOID_LEUKOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LIVER_MYELOID_LEUKOCYTE_AGEING Sp140 Btg1 2410006H16Rik Cxcl16 Ccl5 Ccl4 Krt15 Slc16a3 Ifrd1 H2bc4 Cd83 Nfil3 Nr4a1 Agpat4 Pim1 H2-Ab1 H2-Aa H2-Eb1 Cd14 Cd74 AW112010 Nfe2l2 Il1b Zfas1 Tiparp Ccnl1 Pde4b Cd52 Id3 Fosl2 Rasgef1b Rilpl2 Inmt Cd207 Bhlhe40 Ifitm2 Ins2 Jund Ifi30 Junb Snx20 Pcolce2 Ccrl2 TABULA_MURIS_SENIS_LUNG_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_B_CELL_AGEING Ankrd44 Hspd1 A530032D15Rik C130026I21Rik Sp140 Sp100 Tpr Fcgr2b Man1a Srgn Atp2b1 Gns Plek Anxa6 Scimp Evi2a Fam104a Grb2 Odc1 Ywhaq Trappc6b Serpina3g Pld4 Crip1 Pik3r1 Lgals3 Psme1 Psme2 Phf11b Itm2b Kctd12 Gpr183 Mtdh Mtss1 Ly6a Lgals1 Prr13 Srrm2 Sik1 H2-K1 Psmb9 Psmb8 H2-Ab1 H2-Aa H2-Eb1 H2-D1 Calm2 Pura Tnfaip8 Tcf4 Malat1 Neat1 Ahnak Scgb1a1 AW112010 Vim Tubb4b Cd44 Emc7 B2m Ptpn1 Cd2 Cd72 Jun Wasf2 Hp1bp3 Aldh2 Gimap4 Capg Cd9 Ccnd2 Zbtb32 Fxyd5 Napsa Emp3 Cd81 Jund Adgre5 Ier2 Cyba Itgb1 Bcl2a1b Ctsh TABULA_MURIS_SENIS_LUNG_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING Ptpn18 Ctla4 Itm2c Rgs1 Cd48 Ifi203 Ifngr1 Smpdl3a Srgn Cirbp Gna15 Atp2b1 Ppp1r12a Zmat5 Clint1 Ifi47 Ccl5 Vmp1 Ifi35 Socs3 Actg1 Odc1 Ywhaq Id2 Serpina3g Hsp90aa1 Crip1 Klf6 Dek Ctla2a Gng2 Tmem254 Arf4 Lgals3 Lrp10 Psme1 Sftpc Epsti1 Gpr183 Trps1 Ly6e Ly6a Ly6c2 Ncf4 Il2rb Lgals1 Apobec3 Tspo Tmbim6 Prr13 Socs1 Cox17 Cldn25 Il10rb Daxx H2-K1 Tap1 Psmb8 Clic1 H2-D1 H2-Q4 Cdc42ep3 Reep5 Ndfip1 Nr3c1 Cd74 Ptprcap Tbc1d10c Malat1 Neat1 Plaat3 Slc3a2 Ahnak Scgb1a1 Cd5 AW112010 Ms4a4b Gm8369 Ms4a6b Lpxn Pgam1 Vim Itga4 Cd82 B2m Cst7 Lime1 Pdcd10 Krtcap2 S100a13 S100a4 S100a6 S100a11 S100a10 1810037I17Rik H2az1 Gbp7 Sh3glb1 Dnaja1 Glipr2 Txn1 Tnfsf8 Runx3 Tnfrsf4 Tnfrsf18 Selplg Ptpn11 Gimap7 Cd8b1 Cd8a Vamp8 Capg Bhlhe40 Pglyrp1 Capns1 Hcst Nkg7 Emp3 Iqgap1 Aldoa Pkp3 Lsp1 Hmgb2 Bst2 Ier2 Junb Ciao2b Cyba Itgb1 Smco4 Hspa8 Thy1 Tspan3 Anxa2 Bcl2a1b Cxcr6 Sh2d1a Cxcr3 TABULA_MURIS_SENIS_LUNG_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING Nab1 Rgs1 Fasl Gzmm Plek Ccl5 Lpin1 Id2 Calm1 Serpina3g Crip1 Ctla2a Gzmk Mycbp2 Gpr183 Lgals1 H2-K1 H2-D1 Ahnak Scgb1a1 Ms4a4c Ms4a4b Vim Cst7 S100a6 H2az1 Cd8b1 Ccnd2 Klrk1 Nkg7 Fcgrt Eomes Cxcr3 TABULA_MURIS_SENIS_LUNG_NK_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_NK_CELL_AGEING Bcl2 Rps12 Rps15 Tle5 Rpl23a Rpl23 Rpl19 Rps7 Yy1 Klf6 H1f4 Rps24 Lgals3 Tpt1 Ly6e Rpl8 Rpl3 Cldn5 Rps10 Pim1 Rps18 H2-K1 Psmb8 H2-Ab1 Ltb H2-Q4 Rps14 Cd74 Rpl17 Scgb1a1 Rpl12 Hspa5 Rpl35 Pdia3 B2m Rps3a1 S100a4 S100a6 Rps20 Rps6 Cdkn2c Rplp0 Rpl6 Vps37b Rpl21 Gimap7 Rpl32 Rps9 Rps5 Nop53 Rps19 Rps16 Rpl13a Rpl18 Rps3 Uba52 Rpl18a Rpl13 Rpl4 Rpl29 Rpsa Rpl14 Rpl10 Rps4x Xist TABULA_MURIS_SENIS_LUNG_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_T_CELL_AGEING Ramp1 Wdr89 Psmc3 Tmem176b Tmem176a Emg1 Cxcr6 TABULA_MURIS_SENIS_LUNG_ADVENTITIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_ADVENTITIAL_CELL_AGEING Gsta3 Gm4956 Klf7 Ptma Phlda3 Cacybp Sdhc Tagln2 Hsd11b1 Snx3 Smarcb1 Tpgs1 Bsg Slc25a3 Naca Nabp2 Sarnp Cd63 Efemp1 Npm1 Hint1 Gpx3 Ubb Eif5a Pfn1 Nme1 Phb Psmc5 Psmd12 H3f3b Wbp2 Lgals3bp Arhgdia Pdia6 Psma6 Nfkbia Srsf5 Rbm25 Calm1 Ifi27l2a Hsp90aa1 Eif5 Crip2 Psma2 Prelid1 Tmed9 Psmd6 Rps24 Selenok Pnp Dad1 Psme1 Tsc22d1 Dnajc3 Enpp2 Chrac1 Grina Txn2 Tspo Samm50 Mettl7a1 Prr13 Litaf Sdf2l1 Comt Rtp4 Cbr1 Sod2 Psmb1 Rps10 Snrpc Cdkn1a H2-K1 Psmb8 H2-Ab1 H2-Aa Rnf5 Clic1 Csnk2b H2-D1 Ppp1r11 Hsp90ab1 Mydgf Myl12a Calm2 Cdo1 Cd74 Tubb6 BC031181 Cyb5a Ndufv1 Cdk2ap2 Sf3b2 Cfl1 Fth1 Anxa1 Acta2 Fas Cuedc2 Tubb4b Npdc1 Edf1 Bmyc Swi5 Ppig Ube2l6 Cd82 Gm13889 Eif3m B2m Snrpb Ddrgk1 Map1lc3a Dlgap4 Myl9 Sdc4 Adrm1 Gyg Lamtor2 Scamp3 S100a8 S100a9 Psmb4 Selenbp1 Psmd4 Rhoc Atp5pb Psma5 Ostc Hadh Anp32b Tmem59 Psmb2 Nudc Tmem50a Syf2 Id3 Nbl1 Dhrs3 Isg15 Spon2 Nsg1 Sod3 Crlf2 Iscu Pebp1 Rpl6 Erp29 Arpc3 Chchd2 Sbds Mdh2 Hspb1 Znhit1 Arpc1b Pomp Cald1 Tmem176b Tmem176a Serbp1 Tex261 Spr Gapdh Ldhb Chmp2a Ap2s1 Apoe Rabac1 Snrpa Nfkbib Tbcb Rbm42 Rpl13a Ftl1 Bax Kdelr1 Emp3 Ldha Selenos Idh2 Sec11a Rps3 Spcs2 Eif3f Echs1 Ifitm2 Ifitm3 Cdkn1c Tnfsf13b Naxd Ddhd2 Jund Babam1 Bst2 Ier2 Ces1d Mt1 Irf8 Map1lc3b Cyba Eif3g Elof1 Fxyd6 Cryab Cox5a Rpl4 Lysmd2 Rbp1 Trf Manf Rassf1 Rpsa Slc25a5 Emd Gpm6b TABULA_MURIS_SENIS_LUNG_ALVEOLAR_MACROPHAGE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_ALVEOLAR_MACROPHAGE_AGEING Rpl7 Ptpn18 Cox5b Ncl Rgs2 Prrc2c Creg1 Fcgr4 Fcer1g Cd24a Smpdl3a Psap Srgn Igf1 Chpt1 Lyz2 Cd63 Ppia Rps27a Rtn4 Dhrs7b Rnasek Ccl5 Ccl9 Wfdc17 Wfdc21 Nme2 Psmb3 Rpl19 Rpl27 Tanc2 Atp5h Timp2 Rpl36al Npc2 Calm1 Crip1 H2bc4 H1f2 Serpinb6a Ctsl Rps23 Hexb Tkt Spcs1 Ear1 Lgals3 Dad1 Mrpl52 Psmb5 Ctsb Itm2b Dnajc15 Cmbl Ly6e Tspo Pfdn5 Litaf Alcam Sod1 Uqcc2 H2-K1 H2-DMb1 Psmb8 H2-Ab1 H2-Aa H2-Eb1 H2-D1 Ier3 Cd2ap Trem2 Micos13 C3 Rps14 Cd74 Csf1r Malat1 Fau Prdx5 Fkbp2 Uqcc3 Ahnak Scgb1a1 Tmem258 Ms4a6c Cd274 Scd1 Rpl35 B2m Il1b Rrbp1 Cst3 Slpi Psma7 Fabp4 Krtcap2 S100a1 S100a4 S100a6 S100a8 S100a9 S100a11 S100a10 Ctsk Ctss Gstm1 Ggh Pnrc1 Tln1 Uqcrh Atpif1 Cd52 Rsrp1 Plac8 Spp1 Dynll1 Aldh2 Gng12 Foxp1 Grcc10 Clec1b H2aj Mgst1 Pirb Chmp2a Trappc6a Apoc1 Apoe Rabac1 Blvrb Eif3k Tyrobp Hcst Napsa Emp3 Pycard Ifitm2 Ifitm3 Cd81 Lpl Ndufa13 Uba52 Ifi30 Klf2 Trmt1 Zfhx3 Cox4i1 Cyba Pkm Ccdc12 Rpl14 Cybb Ndufb11 Ssr4 Rpl10 Msn Cox7b Pgk1 Sat1 TABULA_MURIS_SENIS_LUNG_BRONCHIAL_SMOOTH_MUSCLE_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_BRONCHIAL_SMOOTH_MUSCLE_CELL_AGEING Sox17 Arid5a Sp110 Pcp4l1 Atf3 Akap12 Syne1 Cdk19 Srgn Tle5 Dusp6 Tspan8 Ptprb Gpr182 Upp1 Ifi47 Igtp Bcl6b Spag7 Ccl5 Trim37 Spag9 Zfp36l1 Rbm25 Hsp90aa1 Crip1 Klf6 Edn1 Ntrk2 Adk Mmrn2 Psme2 Sox7 Elf1 Ly6a Ly6c1 Rpl8 Tspo Lima1 Nr4a1 Prr13 Cebpd Cldn5 Jam2 Adamts1 Dll1 Cdkn1a H2-K1 H2-DMa H2-DMb1 Psmb9 Tap1 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Clic1 H2-D1 H2-Q4 Ier3 H2-T23 Enpp4 Hsp90ab1 Vegfa Lrg1 Srsf7 Ctnna1 Gm4951 Cd74 Smad7 Gstp1 Sf3b2 Cfl1 Plaat3 Scgb1a1 Cemip2 Tmem252 Ifit3 Pdlim1 Nrarp Nfe2l2 B2m Tgm2 Tnfsf10 Rpl22l1 Tm4sf1 Ccnl1 Lxn Adam15 Car14 Rhoc Gstm2 Gstm1 Palmd Gbp7 Gbp2 Rps20 Pnrc1 Klf4 Nfib Pde4b Gja4 Tinagl1 Wasf2 Fam110d Clic4 Isg15 Sema3c Nsg1 Klf3 Plac8 Gbp4 Aldh2 Flt1 Hilpda Aqp1 Slc6a6 Depp1 Cxcl12 Gapdh Cd9 Vwf Ccnd2 Rps5 Fxyd5 Rpl13a Emp3 Prss23 Lrrc32 Rps3 Aldoa Ifitm2 Ifitm3 Dusp8 Pcm1 Jund Rpl18a Klf2 Calr Psmb10 Rpl13 Cryab Pkm Anxa2 Tmod2 Plscr2 Alas1 Rpsa Xist TABULA_MURIS_SENIS_LUNG_CLASSICAL_MONOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_CLASSICAL_MONOCYTE_AGEING Cox5b Mrpl30 Sf3b1 Eef1b2 Ncl Ptma Hdlbp Tsn Dbi Nucks1 Snrpe Tpr Mrps14 Prrc2c Tmco1 Hnrnpu Lbr Srp9 Sf3b5 Rps12 Snrpd3 Mif Cstb Prtn3 Atp5d Ndufs7 Rps15 Uqcr11 Timm13 Mrpl54 Hsp90b1 Metap2 Ndufa12 Mrpl42 Nap1l1 Tmbim4 Llph Atp5b Rpl41 Rps26 Uqcr10 Mrps24 Ppia H2az2 Mdh1 Commd1 Rps27a Npm1 Hnrnpab Nhp2 Uqcrq Hint1 2410006H16Rik Trappc1 Naa38 Eif5a Rnasek Psmb6 Rpl23a Ccl5 Wfdc17 Supt4a Nme2 Nme1 Luc7l3 Gngt2 Atp5g1 Psmb3 Rpl23 Rpl19 Rpl27 Fam104a Atp5h Jpt1 Mrpl12 P4hb Anapc11 Cenpx Smc6 Rps7 Psma6 Rpl36al Zfp36l1 Erh Rbm25 Tmed10 Slirp Calm1 Hsp90aa1 Siva1 Psma2 H2ac23 H1f4 Prpf4b Tmem14c Dek Cks2 Prelid1 Ddx46 Macroh2a1 Ctla2a Ctsl Ndufs6 Tmem167 Rps23 Taf9 Rpl15 Rtraf Mrps16 Spcs1 Lgals3 Hnrnpc Dad1 Psmb5 Pabpn1 Nedd8 Mrpl57 Wbp4 Mycbp2 Mtdh Eny2 Ndufb9 Ly6a Eef1d Plec Cyc1 Vps28 Rpl8 Ncf4 Csf2rb Lgals1 Rpl3 Phf5a Snu13 Smdt1 Tspo Tuba1b Atp5g2 Sdf2l1 Ube2l3 Cldn5 0610012G03Rik Ndufb4 Rpl24 Atp5j Sod1 Son Atp5o Smim11 Gtf2h5 Agpat4 Mrpl18 Sod2 Psmb1 Srrm2 Elob Rps2 Ndufb10 Antkmt Mrpl28 Cuta Uqcc2 Rps10 Snrpc Rpl10a Srsf3 Mtch1 Ndufv3 Pfdn6 Rps18 H2-DMb1 H2-Ab1 H2-Aa H2-Eb1 Lsm2 Clic1 Csnk2b Tubb5 Hsp90ab1 Mrpl14 Trem2 Micos13 Ndufa11 Calm2 Snrpd1 Reep5 Ndufa2 Rps14 Cd74 Atp5a1 Ndufs8 Ndufv1 Pold4 Sf3b2 Banf1 Rnaseh2c Bad Fkbp2 Cox8a Uqcc3 Scgb1a1 Fth1 AW112010 Ndufb8 Cuedc2 Eif3a Tubb4b Ssna1 Edf1 Swi5 Bbln Rpl12 Hspa5 Ndufa8 Rpl35 Atp5g3 Selenoh Ndufs3 Psmc3 Hypk Il1b Rrbp1 Eif2s2 Rbm39 Scand1 Top1 Slpi Sys1 Psma7 Ndufb5 Ndufc1 Smc4 Rps3a1 Ssr2 Krtcap2 S100a1 S100a13 S100a8 S100a9 S100a10 Psmb4 Psmd4 Anp32e Lamtor5 Aimp1 H2az1 Srsf11 Rps20 Ndufb6 Dctn3 Vcp Tln1 Anp32b Sec61b Txn1 Rps6 Uqcrh Prdx1 Rps8 Psmb2 Eif3i Tmem234 Atpif1 Dnajc8 Wasf2 Hmgn2 Sh3bgrl3 Rsrp1 Srrm1 Rpl11 Id3 Hp1bp3 Micos10 Pgd Park7 Rpl22 Ssu72 Mrpl20 Aurkaip1 Hnrnpd Dynll1 Cox6a1 Pebp1 Rpl6 Ran Chchd2 Mdh2 Polr2j Lamtor4 Pdap1 Atp5j2 Rpl21 Hmgb1 Ndufa4 Ndufa5 1810058I24Rik Mrps33 Tmem176b Tmem176a Hnrnpa2b1 Tax1bp1 Aqp1 Lsm5 Serbp1 Vamp8 Snrpg Rpn1 Rpl32 Emg1 Grcc10 Tpi1 Chd4 Gapdh Mrpl51 H2aj Rps9 Rpl28 Ube2s Rps5 Chmp2a Tmem160 Ap2s1 Calm3 Snrpd2 Trappc6a Apoc2 Apoe Rps19 Rabac1 Rps16 Gmfg Eif3k Capns1 Tbcb Psenen Cox6b1 Pdcd5 Etfb Rps11 Rpl13a Rpl18 Emp3 Ldha Sec11a Rps17 Ndufc2 Rps3 Spcs2 Lamtor1 Taf10 Rpl27a Rps13 Rps15a Arl6ip1 Eif3c Nupr1 Aldoa Pycard Psmd13 Ifitm1 Rnh1 Ctsd Mrpl23 F10 Hmgb2 Ndufa13 Cope Rex1bd Uba52 Lsm4 Ifi30 Ccdc124 Rpl18a Use1 Mrpl34 Pgls Lsm6 Ndufb7 D8Ertd738e Calr Prdx2 Tmem208 Ctcf Hp Cox4i1 Map1lc3b Cyba Rpl13 Elof1 Rp9 H2ax Rps25 Psma4 Cox5a Pkm Rplp1 Anp32a Ciao2a Rps27l Arpp19 Cox7a2 Rpl29 Impdh2 Uqcrc1 Ccdc12 Rpsa Rpl14 Higd1a Rbm3 Ebp Ndufb11 Idh3g Ssr4 Naa10 Rpl10 Rps4x Xist Cox7b Pgk1 Rpl36a Smc1a Prdx4 TABULA_MURIS_SENIS_LUNG_ENDOTHELIAL_CELL_OF_LYMPHATIC_VESSEL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_ENDOTHELIAL_CELL_OF_LYMPHATIC_VESSEL_AGEING H2-K1 H2-Aa H2-D1 Cfl1 Ins1 B2m S100a9 Rhoc Aqp1 TABULA_MURIS_SENIS_LUNG_FIBROBLAST_OF_LUNG_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_FIBROBLAST_OF_LUNG_AGEING Rrs1 Gsta3 Gm4956 Dnajb2 Des Kcne4 Ubxn4 Phlda3 4930523C07Rik Prdx6 Fmo2 Sdhc Ndufs2 Mtarc2 Atf3 Hsd11b1 G0s2 Ddt Rrp1 Bsg Gpx4 Cirbp Gadd45b Slc25a3 Ndufa12 Nap1l1 Lyz2 Cd63 Selenom Aebp1 Mdh1 Hint1 Gpx3 Mfap4 Ubb Trappc1 Ramp2 Prkca Mrpl58 H3f3b Lgals3bp Arhgdia Laptm4a Ifrd1 Psma6 Nfkbia Psma3 Zfp36l1 Srsf5 Tmed10 Calm1 Hsp90aa1 Tnfaip2 H2bc4 H1f2 Serpinb6a Ctsl Fermt2 Psme1 Pdlim2 Tsc22d1 Dnajc3 Mtdh Ly6e Ly6a Ly6c1 Grina Cyc1 Vps28 Atf4 Mettl7a1 Nr4a1 Prr13 Cebpd Hes1 Son Srrm2 Prss30 Tmem204 Stub1 Cdkn1a H2-K1 Psmb8 H2-Ab1 H2-Eb1 Cfb Ddah2 H2-D1 H2-Q4 Hsp90ab1 C3 Myl12a Epas1 Kif5b Cdo1 Cd74 Rbfa Gstp1 Cdk2ap2 Sf3b2 Drap1 Cfl1 Rasgrp2 Prdx5 Slc3a2 Scgb1a1 Fth1 Anxa1 Klf9 Ndufb8 Dnajc1 Tubb4b Npdc1 Swi5 Cd302 Rbms1 Serping1 Srp14 B2m Snrpb Ddrgk1 Map1lc3a Snhg11 Cd40 Dpm1 Ctsz Car2 Lxn S100a8 S100a9 Selenbp1 Rhoc Gstm2 Gstm1 Pla2g12a Hadh Sh3glb1 Pnrc1 Dctn3 Tln1 Rgs3 Plpp3 Scp2 Cdkn2c Akr1a1 Atp6v0b Ybx1 Fabp3 Tmem50a Syf2 Id3 Park7 Psmc2 Stbd1 2210016L21Rik Pebp1 Aldh2 Ubc Sbds Hspb1 Hilpda Rarres2 Tmem176b Tmem176a Hoxa5 Inmt Mat2a Spr Mgll Hebp1 Mgst1 Ldhb Tsen34 Tmem160 Apoe Rabac1 Spint2 Ppp1r14a Tbcb Tyrobp Slc7a10 Etfb Rras Ftl1 Selenos Ilk Eif3f Adm Ypel3 Aldoa Naxd Vdac3 Eif4ebp1 Saraf Bst2 Tecr Mt1 Psmb10 Cox4i1 Cyba Cryab Etfa Filip1 Tmed3 Trf Manf Rassf1 Acaa1a Slc25a5 Emd Tmsb4x TABULA_MURIS_SENIS_LUNG_INTERMEDIATE_MONOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_INTERMEDIATE_MONOCYTE_AGEING Rpl7 Cox5b Mrpl30 Eif5b Rpl31 Asnsd1 Eef1b2 Fn1 Sp140 Ncl Ramp1 Ube2f Tpr Mrps14 Prrc2c Creg1 Pbx1 Fcgr4 Rps12 Rwdd1 Marcks Ddt Mif Cstb Atp5d Rps15 Uqcr11 Rexo1 Zbtb7a Mrpl54 Metap2 Mrpl42 Atp2b1 Atxn7l3b Llph Naca Cnpy2 Rpl41 Uqcr10 Mrps24 H2az2 Plek Usp34 Rel Prorsd1 Rps27a Npm1 Nhp2 Ube2b Uqcrq Hint1 Atox1 2410006H16Rik Stx8 Tmem256 0610010K14Rik Rnasek Psmb6 Pafah1b1 Rpl23a Ccl5 Ccl9 Wfdc17 Supt4a Nme2 Nme1 Spag9 Luc7l3 Snf8 Atp5g1 Psmb3 Rpl23 Rpl19 Mien1 Rpl27 Lsm12 Fam104a Cd300e Atp5h Mettl23 P4hb Cenpx Itgb1bp1 Rps7 Rpl36al Zfp36l1 Susd6 Rbm25 Tmed10 Ifi27 Tnfaip2 Siva1 H1f4 F13a1 Tmem14c Nol7 Syk Prelid1 B230219D22Rik Ctla2a Ctsl Ndufs6 Mrpl36 Rps23 Fcho2 Taf9 Emb Rpl15 Rtraf Spcs1 Dph3 Lgals3 Dad1 Mrpl52 Acin1 Nedd8 Spata13 Slc25a37 Esd Dnajc15 Mycbp2 Eif3e Ly6a Eef1d Grina Rpl8 Eif3d Ncf4 Csf2rb Lgals1 Tomm22 Tnrc6b Smdt1 Tspo Scaf11 Pfdn5 Atp5g2 Acap2 0610012G03Rik Rpl24 Filip1l Atp5j Sod1 Son Atp5o Smim11 Mpc1 Agpat4 Mrpl18 Sod2 Psmb1 Srrm2 Elob Rps2 Ndufb10 Mrpl28 Rps10 Rpl10a Ndufv3 Pfdn6 Rps18 Ier3 Tubb5 Rpp21 Mrpl14 Trem2 Micos13 Ndufa11 C3 Ralbp1 Cox7a2l Kif5b Reep5 Ndufa2 Tnfaip8 Rps14 Sec11c Rpl17 Atp5a1 Cyb5a Pold4 Sf3b2 Fau Trmt112 Fkbp2 Fermt3 Cox8a Uqcc3 Fth1 AW112010 Ms4a6d Fam111a Fas Ndufb8 Cuedc2 Sfr1 Eif3a Atp5c1 Edf1 Rpl7a Swi5 Bbln Rpl12 Gsn Ndufa8 Rpl35 Cir1 Nfe2l2 Eif3m Srp14 Rtf1 Zfp106 Il1b Rrbp1 Hck Rbm39 Scand1 Tgm2 Slpi Zfas1 Ptpn1 Ndufb5 Rps3a1 Lamtor2 Krtcap2 Jtb S100a13 S100a6 S100a8 S100a9 S100a11 S100a10 Psmb4 Tnfaip8l2 Aimp1 H2az1 Lmo4 Rps20 Ndufb6 Dnaja1 Clta Xpa Sec61b Txn1 Rps6 Hacd4 Jak1 Uqcrh Prdx1 Rps8 Macf1 Ak2 Marcksl1 Eif3i Tmem234 Atpif1 Wasf2 Cd52 Rsrp1 Rpl11 Id3 Micos10 Rere Park7 Rpl22 Ssu72 Mrpl20 Aurkaip1 Pop5 Rplp0 Taok3 Rpl6 Rilpl2 Polr2j Pilra Lamtor4 Atp5j2 Rpl21 Polr1d Bet1 Ndufa4 Ndufa5 Atp6v1f 1810058I24Rik Mrps33 Tax1bp1 Vamp8 Dusp11 Snrpg Rpl32 Washc2 Rassf4 Clec4a2 Clec4d Clec4e Emg1 Grcc10 Tpi1 Chd4 Gapdh H2aj Fgfr1op2 Rps9 Pirb Rpl28 Rps5 Chmp2a Tmem160 Ap2s1 Snrpd2 Trappc6a Apoc2 Apoe Bcl3 Rps19 Blvrb Rps16 Gmfg Eif3k Tbcb Hcst Cox6b1 Etfb Rps11 Rpl13a Rpl18 Ldha Iqgap1 Rps17 Rps3 Lamtor1 Rpl27a Rps13 Eif3c Aldoa Pycard Ifitm2 Ifitm1 Rplp2 Ctsd Mrpl23 Mcemp1 F10 Tm2d2 Ndufa13 Rex1bd Uba52 Ifi30 Rpl18a Use1 Mrpl34 Pgls Lsm6 Ndufb7 D8Ertd738e Prdx2 Wdr83os N4bp1 Snx20 Tmem208 Hp Cox4i1 Map1lc3b Cyba Aprt Rpl13 Itgb1 Dnm2 Acp5 Rp9 Cbl Rps25 Imp3 Cox5a Pkm Rplp1 Ppib Ciao2a Cox7a2 Bcl2a1b Cdv3 Rpl29 Ccdc12 Cx3cr1 Rpsa Rpl14 Rbm3 Cybb Ndufb11 Ssr4 Rpl10 Rps4x Pgk1 Rpl36a Smc1a TABULA_MURIS_SENIS_LUNG_MATURE_NK_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_MATURE_NK_T_CELL_AGEING Rgs1 Tspan13 Serpina3g Ctla2a Glrx Ctsb Rpl3 Slc3a2 AW112010 Cst7 Camk2n1 Rps9 Rps15a Cd3g Cd3e Sh2d1a TABULA_MURIS_SENIS_LUNG_MYELOID_DENDRITIC_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_MYELOID_DENDRITIC_CELL_AGEING Ciita Psmb9 Flot1 Scgb1a1 AW112010 Il21r Ifi30 TABULA_MURIS_SENIS_LUNG_NEUTROPHIL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_NEUTROPHIL_AGEING Smpdl3a Wfdc17 Wfdc21 Sftpc Tspo Prr13 Retnlg Lrg1 Scgb1a1 Vim Lcn2 Gyg S100a8 Gapdh Ifitm2 Ifitm1 Klf2 TABULA_MURIS_SENIS_LUNG_NON_CLASSICAL_MONOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_NON_CLASSICAL_MONOCYTE_AGEING Sp140 Cfh Fcgr4 Fcer1g Rel Rps7 Zfp36l1 Ly6a Filip1l H2-Ab1 H2-Aa H2-Eb1 Pla2g7 Cox7a2l Cd74 Malat1 Scgb1a1 Fth1 AW112010 Ms4a6c Gda Nfe2l2 Il1b Slpi Txn1 Cd52 Rpl6 Clec4e Rps9 Apoc2 Apoe Rpl13a Ifitm2 Cd81 Mcemp1 Hp Cyba Rpl13 Cybb Rps4x Xist TABULA_MURIS_SENIS_LUNG_PULMONARY_INTERSTITIAL_FIBROBLAST_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_PULMONARY_INTERSTITIAL_FIBROBLAST_AGEING Serpine2 Rack1 Tmed10 Lrrc58 H2-K1 Psmb8 H2-D1 Neat1 Dstn Gnai3 Laptm5 Ptms Rps9 Fxyd5 Rpl13a Irf2bp2 Rplp1 Uba5 Manf TABULA_MURIS_SENIS_LUNG_SMOOTH_MUSCLE_CELL_OF_THE_PULMONARY_ARTERY_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_SMOOTH_MUSCLE_CELL_OF_THE_PULMONARY_ARTERY_AGEING Akap12 Dcn Gpihbp1 H2-Ab1 H2-Aa Cd74 S100a8 Clic4 Sparcl1 Aqp1 TABULA_MURIS_SENIS_LUNG_TYPE_II_PNEUMOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_TYPE_II_PNEUMOCYTE_AGEING Hspe1 Tle5 Naca Eif5a Pfn1 Arhgdia Fasn Nrn1 Tsc22d1 Ly6a Prr13 H2-K1 Clic1 H2-D1 Ccnd3 Tomm6 Drap1 Cfl1 Fth1 B2m Map1lc3a Ybx1 Rheb Cldn3 Hspb1 Arpc1b Gapdh Arhgdib Rpl28 Rpl13a Rps13 Uba52 Jund Use1 Klf2 Irx3 Cryab Rpsa TABULA_MURIS_SENIS_LUNG_VEIN_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_LUNG_VEIN_ENDOTHELIAL_CELL_AGEING Pcp4l1 Mapt Cldn5 H2-DMa H2-DMb1 H2-Ab1 H2-Aa H2-Eb1 Cd74 B2m TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_B_CELL_AGEING A530032D15Rik C130026I21Rik Dpt H3f3a Bsg Oaz1 S1pr4 Tle5 Dcn Lyz2 Ebf1 Tgtp2 Sqstm1 Sparc Kdm6b Ywhae Abi3 Krt15 Krt14 Eif1 Srsf2 Arhgdia Fos Crip2 Tmed9 Hexb Dpysl2 Mycbp2 Rbm26 Lgals1 Atf4 Sod1 Snrpc H2-K1 H2-Q6 Tomm6 Cd74 Csf1r Mbp Drap1 Cfl1 Mark2 Frat1 Dusp5 Eng Gsn Serping1 Cst3 Ptpn1 Gstm1 Sfn C1qb C1qc C1qa Gnb1 Crlf2 Vps37b Tmsb10 Edem1 Tmem160 Apoe Cd79a Zfp36 Rpl13a Klf13 Fus Cope Ssbp4 Jund Ier2 Junb Cotl1 Esam Anxa2 TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING Aamp Tle5 Dcn Zfc3h1 Lyz2 Timeless 9930111J21Rik1 Sparc Kdm6b Arrb2 Snf8 Eif1 Grn Wbp2 Srsf2 Arhgdia Nfkbia Lgmn Gpr132 Crip2 Hexb Ctsb Dpysl2 Rbm26 Prr13 Marf1 Sod1 Nudt3 Pi16 Ltb H2-Q6 Smad7 Drap1 Cfl1 Dusp5 Apbb1ip Gsn B2m Cst3 Cebpb P2ry12 S100a8 Gstm1 Mier1 C1qa Gnb1 Vps37b Ppp1r35 Tmsb10 Aup1 Mgp Tmem160 Emc10 Rpl13a Snrnp70 Klf13 Ctsd Arglu1 Lamp1 Nsd3 Jund Ier2 Junb Cotl1 Nrp1 Cdc37 Senp6 TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING Bsg Tle5 Dcn Kdm6b Ccl5 Arhgdia Evl Gpr132 Ccdc80 Sod1 H2-Aa Cfl1 Cst3 Tmsb10 Apoe Rpl13a Klf13 Rps3 Jund TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING Rnpepl1 Dpt Ddit4 Col18a1 Bsg Tle5 Dcn Lyz2 Selenom Gpx3 Kdm6b Tnfsf12 Pfn1 Ywhae Cavin1 Dusp3 Arhgdia Rnf44 Tut7 Hexb Dpysl2 Rbm26 Parvb Kmt2b Mcrs1 Marf1 Cldn5 Ccdc80 Pcnp Sod1 Afdn H2-Ab1 H2-Aa Tomm6 Crim1 Cd74 Rab1b Drap1 Ccdc85b Cfl1 Pdcd4 Pdzd8 Pfkfb3 Lrrc8a Gsn Thbd Arfrp1 Sox18 Olfml3 Rhoc Gstm1 Ybx1 Dhrs3 Gnb1 Mxd4 Msx1 Rpl5 Tmem119 Tcf7l1 Tmsb10 Ptms Mgp Selenow Hnrnpl Rpl13a Klf13 Fus Cd151 Nsd3 Jund Ushbp1 Smco4 Anp32a Msn TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MACROPHAGE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MACROPHAGE_AGEING Ptma Arl8a Lad1 Dpt Sdhc Hivep2 Psap Rnf126 Map2k2 Tle5 Timp3 Dcn Lum Gpx3 Sparc Pmp22 Kdm6b Eif4a1 Arrb2 Pfn1 Ywhae Rab5c Cavin1 Arhgdia Anapc11 Gpr132 Lgals3 Dpysl2 Cyth4 Nr4a1 Hcls1 Ccdc80 Snrpc Tomm6 Reep5 Drap1 Cfl1 Otub1 Cuedc2 Csf2ra Gata3 Uap1l1 Niban2 Gsn Spi1 Blvra Scand1 Sf3b4 Olfml3 Gstm1 Anp32b Ybx1 Gnb1 Hnrnpd Crlf2 Lamtor4 Bri3 Tmsb10 Ptms Ube2m Tmem160 Apoe Emc10 Rpl13a Emp3 Klf13 Furin Rps3 Ifitm2 Nsd3 Ssbp4 Jund Cotl1 Cyba Pkm Cdv3 Twf2 TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING Gsta3 Cnnm4 Inpp4a Tmeff2 Cavin2 1700019D03Rik Sumo1 Eef1b2 Klf7 Tns1 Arpc2 Tuba4a Des Itm2c Ptma Steap3 Ubxn4 Nucks1 Arl8a Nav1 Csrp1 Phlda3 Tmem9 Qsox1 Dpt Sdhc Pea15a Igsf8 Tagln2 Ifi211 Mtarc2 Phactr2 Aig1 Cited2 Bclaf1 Marcks Ccdc6 Ggt5 Smarcb1 Mmp11 Sumo3 Rrp1 Pdxk Bsg Rnf126 Palm Gpx4 Atp5d Cirbp Mbd3 Abhd17a Btbd2 Mknk2 Plekhj1 Oaz1 Gadd45b Map2k2 Zbtb7a Nfic Gna11 Tle5 Tmem263 Slc25a3 Btg1 Rab21 Cdk4 Dtx3 Lrp1 Naca Ptges3 Nabp2 Pa2g4 Cd63 Selenom Ewsr1 Xbp1 Dbnl Aebp1 Actr2 Mdh1 Efemp1 Fgf18 Ebf1 Rack1 Canx Hspa4 Pdlim4 Gpx3 G3bp1 Arf1 Ubb Ubb-ps Gas7 Vamp2 Kdm6b Trp53 Eif4a1 Tnfsf12 Polr2a Eif5a Pfn1 Tax1bp3 Hic1 Ywhae Nufip2 Ccl2 Ccl11 Vezf1 Tob1 Cbx1 Mllt6 Lasp1 Med1 Eif1 Nt5c3b Cnp Rab5c Cavin1 Ramp2 Ifi35 Vat1 Arl4d Dusp3 Ubtf Dcakd Bptf Sox9 Fam104a Ttyh2 Grb2 H3f3b Wbp2 Cygb Mxra7 Srsf2 Arhgdia Anapc11 Rhob Laptm4a Osr1 Rps7 Acp1 Stxbp6 Trappc6b Arf6 Rhoj Srsf5 Rbm25 Npc2 Irf2bpl Calm1 Lgmn Meg3 Hsp90aa1 Tnfaip2 Ckb Crip2 Akr1c18 Zscan26 BC005537 Sox4 Ssr1 Mylip Fam120a Spin1 Cltb Prelid1 Dbn1 Pdlim7 Tmed9 Hnrnpa0 Dapk1 Btf3 Map1b Kif2a Fst Il3ra Ube2e1 Zfp503 Rps24 Selenok Tkt Mustn1 Mapk1ip1l Mmp14 Pabpn1 Dhrs4 Psme1 Il17d Ints6 Dpysl2 Tpt1 Tsc22d1 Mycbp2 Rbm26 Spry2 Dnajc3 Rap2a Basp1 Mtdh Pabpc1 Eif3h Enpp2 Myc Arc Eef1d Puf60 Plec Grina Dgat1 Rpl8 Txn2 Ift27 Tomm22 Rpl3 Atf4 Tob2 Creld2 Pim3 Twf1 Hdac7 Kmt2b Mettl7a1 Tamalin Nr4a1 Atg101 Rarg Prr13 Hmox2 Litaf Mrtfb Marf1 Sdf2l1 Comt Dvl3 Eif4g1 Hes1 Gsk3b Pla1a Pcnp Col8a1 Sod1 Ifngr2 Has1 Srrm2 Rps2 Phf1 Nudt3 Rps10 Snrpc Cdkn1a Mtch1 U2af1 Brd4 Rab11b H2-K1 Brd2 Psmb8 H2-Ab1 H2-Eb1 C4b Hspa1a Lsm2 Clic1 Ddah2 Csnk2b Ddx39b H2-D1 Ier3 Tubb5 Ppp1r11 H2-M3 Hsp90ab1 Mea1 Cnpy3 Ccnd3 Tomm6 Sh3gl1 C3 Trip10 Efna5 Vapa Ralbp1 Ltbp1 Srsf7 Mcfd2 Rock1 Impact Bin1 Cxxc5 Cystm1 Nr3c1 Eif1a Commd10 Tubb6 Rpl17 Cdk2ap2 Pold4 Cd248 Sf3b2 Drap1 Ccdc85b Cfl1 Fam89b Zfpl1 Ehd1 Prdx5 Bad Fkbp2 Otub1 Rtn3 Stx5a Lrrn4cl Ubxn1 B3gat3 Gnaq Zfand5 Klf9 Pdlim1 Nkx2-3 Kazald1 Arl3 Tcf7l2 Vim Apbb1ip Yme1l1 Bmyc Tmem250-ps Rpl7a Brd3 Set Lrrc8a Ptges BC005624 Fubp3 Swi5 Ptgs1 Nr4a2 Rbms1 Map3k20 Ube2e3 Lmo2 Eif3m Wt1 Emc4 Inafm2 Map1a B2m Snrpb Prnp Rrbp1 Thbd Csnk2a1 Raly Map1lc3a Dlgap4 Manbal Mafb Pkig Sdc4 Pltp Eya2 Ncoa3 Ptgis Snai1 Ube2v1 Cebpb Ptpn1 Vapb Gnas 4921531C22Rik Adrm1 Skil Ccnl1 Kpna4 Sfrp2 Rps3a1 Hdgf Lmna Scamp3 4933434E20Rik Tpm3 S100a16 Psmb4 Psmd4 Vps72 Sf3b4 Polr3gl Igsf3 Ngf Nras Rhoc Rap1a Gstm1 Adh5 Eif4e Lmo4 Rps20 Pnrc1 Dnaja1 B4galt1 Sigmar1 Tpm2 Anp32b Pakap Alad Psip1 Plin2 Rps6 Nfia Jak1 Plpp3 Ssbp3 Czib Trabd2b Efcab14 Eri3 Elovl1 Ybx1 Rspo1 Eva1b Map7d1 Trappc3 Ak2 Ptp4a2 Nudc Arid1a Syf2 Clic4 Rpl11 Hnrnpr C1qc Ece1 Camk2n1 Nbl1 Capzb Mfap2 Szrd1 Efhd2 Pdpn Dhrs3 Srm Gnb1 Gatad1 Cd36 Rheb Fosl2 Spon2 Mrfap1 Cytl1 Nsg1 Sod3 Klf3 Rpl9 Smim14 Igfbp7 Cxcl1 G3bp2 Stbd1 Anxa3 Hnrnpd Nudt9 Rpl5 Ep400 Mn1 Rnf10 Srsf9 Rplp0 Pebp1 Rpl6 Aldh2 Arpc3 Rsrc2 Sbds Eif4h Eln Hspb1 Znhit1 Ap1s1 Mospd3 Lamtor4 Bri3 Arpc1b Arf5 Cald1 Zyx Tra2a Creb5 Serbp1 Atoh8 Tmem150a Capg Tcf7l1 Tmsb10 Tex261 Spr Pcbp1 Arl6ip5 Foxp1 Arpc4 Phb2 Atn1 Ptms Mlf2 Chd4 Gapdh Ltbr Tnfrsf1a Cd9 Gabarapl1 Ybx3 Hebp1 Wbp11 Mgst1 Golt1b Ldhb Mboat7 Tsen34 Rps9 Ube2s Rps5 Ube2m Selenow Tmem160 Ap2s1 Calm3 Apoe Tomm40 Bcl3 Snrpa Numbl Zfp36 Samd4b Nfkbib Eif3k Yif1b Tbcb Rbm42 Fxyd1 Scn1b Cebpg Emc10 Akt1s1 Ptov1 Rras Rpl13a Snrnp70 Ftl1 Rpl18 Kdelr1 Ldha Klf13 Chsy1 Akap13 Furin Iqgap1 Adamtsl3 Rps3 Lamtor1 Eif3f Rpl27a Arl6ip1 Gde1 Mapk3 Ppp4c Aldoa Ino80e Bcl7c Stx4a Fus Tgfb1i1 Bag3 Ctbp2 Dock1 Ifitm2 Hras Cd151 Cdkn1c Arglu1 Sfrp1 Tacc1 Letm2 Nsd3 Ddhd2 Zfp703 Rbpms Micu3 Palld Fkbp8 Ssbp4 Jund Gm3336 Ccdc124 Rpl18a Use1 Babam1 Abhd8 Dda1 Plvap Bst2 Klf2 Hmox1 Dnajb1 Prkaca Ier2 Gadd45gip1 Calr Junb Ces1d Arl2bp Cmtm3 E2f4 Tppp3 Zfhx3 Gabarapl2 Maf Cotl1 Cyba Rpl13 Sult5a1 Dpep1 Cdc37 Keap1 Elof1 Fez1 Oaf Usp2 H2ax Hmbs Rps25 Bcl9l Ddx6 Fxyd6 Rexo2 Cryab Tspan3 Fam219b Ubl7 Loxl1 Pkm Tle3 Rpl4 Oaz2 Aldh1a2 Tmod2 Lysmd2 Eef1a1 Senp6 Trf Cdv3 Manf Gnai2 Rhoa Shisa5 Csrnp1 Cx3cr1 Rpsa Clec3b Rbm3 Hprt Emd Xist Slc16a2 Acsl4 TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MYELOID_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MESENTERIC_ADIPOSE_TISSUE_MYELOID_CELL_AGEING Tle5 Tmem263 Dcn Sparc Kdm6b Krt14 Akt1 Pcnp Cfl1 Capza1 Gstm1 Ptp4a2 Mgp Rpl13a Cotl1 TABULA_MURIS_SENIS_MAMMARY_GLAND_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_B_CELL_AGEING Tram1 Ptpn18 Arpc2 A530032D15Rik C130026I21Rik Sp140 Itm2c Bcl2 Dbi Actr3 Ptprc Ralgps2 4930523C07Rik Mtarc2 Atf3 Tnfaip3 Man1a Psap Cnn2 Cirbp Ndufs7 Oaz1 Tle5 Hsp90b1 Dcn Myl6 Bloc1s1 Xbp1 Dbnl H2az2 Ikzf1 Sec61g Mdh1 Bcl11a Sqstm1 Cdc42se2 Gpx3 Anxa6 Gm2a Atox1 Rnf187 Tmem256 Pfn1 Pitpna Evi2a AI662270 Ccl5 Vmp1 Snf8 Krt14 Cnp Dnajc7 Vps25 Cd79b Atp5h Grb2 H3f3b Mettl23 Actg1 P4hb Cenpx Rhob Odc1 Id2 Zfp36l1 Npc2 Calm1 Evl Pld4 Crip1 H1f2 Ly86 Txndc5 Syk Dok3 Macroh2a1 Ndufs6 Selenok Spcs1 Rnase6 Mrpl52 Ctsb Itm2b Lcp1 Rgcc Kctd12 Dnajc3 Gpr18 Gpr183 Cox6c Derl1 Ly6d Ly6a Vps28 Ncf4 Rac2 Lgals1 Tnrc6b Smdt1 Tspo Creld2 Igfbp6 Sdf2l1 Comt Fam43a Cd47 Atp5j Elob Cuta BC004004 Sik1 Hnrnpm Rps28 Ndufa7 H2-K1 H2-Oa H2-DMb1 Psmb9 Psmb8 Gpsm3 Vars Ltb H2-D1 Nrm H2-T23 Ndufa11 Myl12b Myl12a Lbh Calm2 Egr1 Mzb1 Ndufa2 Tnfaip8 Sec11c Tcf4 Nfatc1 Cyb5a Ndufs8 Unc93b1 Cdk2ap2 Tmem134 Ptprcap Ppp1ca Cfl1 Prdx5 Fkbp2 Fermt3 Ahnak Tmem258 Cyb561a3 AW112010 Ms4a1 Ostf1 Tm9sf3 Pdcd4 Celf2 Vim Swi5 Bbln Hspa5 Gsn Arpc5l Tnfaip6 Cd44 Pdia3 B2m Ddrgk1 Rrbp1 Cst3 H13 Ergic3 Romo1 Scand1 Rpn2 Slpi Ctsa Gnas Anxa5 Siah2 Ssr3 Pmf1 Lmna Lamtor2 Krtcap2 Dpm3 Chtop S100a13 S100a6 Ctss H2ac18 Rap1a 1810037I17Rik Ppp3ca Ube2r2 Cd72 Tln1 Sec61b Erp44 Klf4 Txn1 Gng10 Cmpk1 Ptp4a2 Cd52 Sh3bgrl3 Clic4 Ddost Sdhb Park7 Ssu72 Tmem243 Mrpl33 Cd38 Smim14 Jchain Atp5k Crlf2 Gltp Aldh2 Hvcn1 Anapc5 Actb Ndufa4 Pdia4 Gimap4 Gimap6 Gimap3 Hnrnpa2b1 Vamp8 Capg Bhlhe40 Edem1 Ptpn6 Grcc10 Ptms Arhgdib Ndufa3 Selenow Tmem160 Calm3 Fosb Cd79a Pafah1b3 Spint2 Cox6b1 Cd22 Fxyd5 Etfb Emc10 Napsa Klf13 Selenos Spcs2 Ucp2 Coro1a Fus Pycard Taldo1 Lsp1 Cd81 Pet100 Slc25a4 Ndufa13 Cope Jund Ifi30 Cyp4f18 Klf2 Tecr D8Ertd738e Prdx2 Mt2 Mt1 Herpud1 Psmb10 Cotl1 Cyba Acp5 Atp5l Rexo2 Csk Pkm Ppib Tmed3 Ctsh Anapc13 Manf Gnai2 Gpx1 Csrnp1 Rbm3 Cybb Ddx3x Ndufa1 Cetn2 Ssr4 Tsc22d3 TABULA_MURIS_SENIS_MAMMARY_GLAND_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_T_CELL_AGEING Tram1 Cox5b Zap70 Il18r1 Nabp1 Ndufb3 Cd28 Icos Arpc2 Sp110 Itm2c Lrrfip1 Ramp1 Cops9 Bcl2 Dbi Actr3 Cxcr4 Btg2 Ptprc Rgs2 Rgs1 Arpc5 Ier5 Mrps14 Xcl1 Fcer1g Cd48 Tagln2 Atf3 Hsd11b1 Sf3b5 Tnfaip3 Fyn Smpdl3a Psap Snrpd3 Itgb2 Bsg R3hdm4 Cnn2 Atp5d Cirbp Ndufs7 Uqcr11 Plekhj1 Oaz1 Lsm7 Gadd45b Tle5 Hsp90b1 Ndufa12 Dcn Atp2b1 Ppp1r12a Glipr1 Cdk4 B4galnt1 Arhgap9 Myl6 Esyt1 Bloc1s1 Uqcr10 Dbnl Myo1g Snhg15 Sec61g Actr2 Pttg1 Uqcrq Gpx3 Anxa6 Gm2a Atox1 Rnf187 Kdm6b Tmem256 Gabarap Pfn1 Ccl5 Ccl4 Nme1 Atp5g1 Skap1 Psmb3 Ikzf3 Krt14 Ddx5 Slc9a3r1 Atp5h Nt5c Jpt1 H3f3b Timp2 Arhgdia Anapc11 Cenpx Cd7 Odc1 Ywhaq Id2 Sptssa Nfkbia Fkbp3 Arf6 Zfp36l1 Srsf5 Fos Calm1 Ifi27 Evl Crip1 Klf6 H1f2 Serpinb6b Serpinb9 Pxdc1 Pcbd2 Macroh2a1 Ctla2a Uqcrb Ndufs6 Glrx Cox7c F2r Gng2 Anxa11 Arf4 Spcs1 Lgals3 Dad1 Mrpl52 Pabpn1 Psme1 Psme2 Nedd8 Ctsb Dok2 Itm2b Lcp1 Dnajc15 Kctd12 Gpr183 Selenop Il7r Sub1 Dap Cox6c Ywhaz Sla Ly6e Ly6a Ly6c2 Cyc1 Vps28 Myh9 Il2rb Rac2 Lgals1 Polr2f Apobec3 Tob2 Tspo Tmbim6 Cox14 Nr4a1 Itgb7 Pfdn5 Prr13 Comt Hcls1 Cox17 Arhgap31 Cd47 Nfkbiz D16Ertd472e Atp5j Pigp Rnaset2b Tagap Psmb1 Srrm2 Elob Ndufb10 Ube2i Antkmt Dusp1 Atp6v0e Cuta Uqcc2 Cdkn1a Ndufv3 Hnrnpm Rps28 Ndufa7 Tapbp H2-K1 H2-Ke6 Psmb9 Psmb8 Tap2 H2-Aa Gpsm3 Vars Clic1 Ltb H2-D1 Ppp1r18 H2-T23 Ppp1r11 Ccnd3 Tomm6 Micos13 Ndufa11 Myl12b Myl12a Lbh Zfp36l2 Calm2 Impact Reep5 Egr1 Tnfaip8 Sec11c BC031181 Gstp1 Cdk2ap2 Tmem134 Ptprcap Tbc1d10c Ppp1ca Drap1 Ctsw Cfl1 Rnaseh2c Malat1 Neat1 Prdx5 Trmt112 Ppp1r14b Cox8a Plaat3 Slc3a2 Bscl2 Ahnak Tmem258 Cd6 AW112010 Ms4a4b Lpxn Ostf1 Avpi1 Ndufb8 Atp5md Pdcd4 Celf2 Gata3 Atp5c1 Vim Edf1 Swi5 Hspa5 Gsn Ndufa8 Nr4a2 Wipf1 Hnrnpa3 Selenoh Ssrp1 Cd82 Cd44 Nop10 Pdia3 Serf2 Hypk B2m Dusp2 Cst3 Cst7 Ergic3 Romo1 Scand1 Rpn2 Serinc3 Cebpb Gnas Atp5e Lime1 Dnajc19 Anxa5 Ndufc1 Sh2d2a Sema4a Lmna Lamtor2 Krtcap2 Dpm3 Tpm3 S100a13 S100a4 S100a6 S100a11 S100a10 Ctss Mrps21 Txnip 1810037I17Rik Snhg8 H2az1 Lmo4 Gem Sit1 Ccdc107 Tln1 Glipr2 Sec61b Klf4 Txn1 Gng10 Jun Scp2 Akr1a1 Psmb2 Rnf19b Marcksl1 Ptp4a2 Laptm5 Atpif1 Sfn Cd52 Sh3bgrl3 Tmem50a Fuca1 Cdc42 Ddost Micos10 Capzb Sdhb Efhd2 Tnfrsf1b Park7 Gnb1 Ssu72 Sri Fgl2 Tomm7 Rheb Ost4 Mrpl33 Wdr1 Smim14 Hnrnpd Atp5k Crlf2 Tpst2 Selplg Cox6a1 Pebp1 Ubc Fis1 Gnb2 Lamtor4 Actb Arpc1b Atp5j2 Pomp Ubl3 Hmgb1 Sem1 Ndufa4 Hilpda Atp6v1f 1810058I24Rik Ndufb2 Zyx Gimap4 Tmem176b Tmem176a Hnrnpa2b1 Cbx3 Lsm5 Cd8b1 Cd8a Vamp8 Capg Suclg1 Arl6ip5 Bhlhe40 Arpc4 Brk1 Ptpn6 Grcc10 Ptms Mlf2 Ccnd2 Clec2d Cd69 Klrd1 Klrk1 H2aj Arhgdib Ndufa3 Chmp2a Selenow Tmem160 Calm3 Pglyrp1 Snrpd2 Vasp Fosb Trappc6a Apoe Gmfg Ech1 Spint2 Capns1 Tyrobp Hcst Nfkbid Cox6b1 Fxyd5 Nkg7 Etfb Emc10 Cd37 Bax Emp3 Furin Iqgap1 Ucp2 Taf10 Psma1 Lat Bola2 Coro1a Aldoa Spn Itgal Fus Pycard Ifitm2 Ifitm3 Pkp3 Rnh1 Taldo1 Polr2l Ctsd Lsp1 Mrpl23 Pet100 Lamp1 Slc25a4 Hmgb2 Ndufa13 Rex1bd Fkbp8 Ssbp4 Lsm4 Jund Pgls Ndufb7 Tecr Adgre5 D8Ertd738e Ier2 Junb Trir Mt2 Mt1 Arl2bp Psmb10 Gabarapl2 Cotl1 Cyba Itgb1 Ubl5 Cdc37 Thy1 Atp5l Cd3g Cd3e Rexo2 Cox5a Pkm Ppib Ciao2a Rps27l Anxa2 Cox7a2 Bcl2a1d Bcl2a1b Anapc13 Gnai2 Gpx1 Shisa5 Tma7 Ccdc12 Cmtm7 Csrnp1 Cxcr6 Ccr2 Rbm3 Ddx3x Ndufb11 Ndufa1 Ssr4 Flna Emd Msn Il2rg Xist Cox7b Tmsb4x TABULA_MURIS_SENIS_MAMMARY_GLAND_BASAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_BASAL_CELL_AGEING Dst Arid5a Ecrg4 Cavin2 Coq10b Itm2c Slc41a1 Prelp Btg2 Lmod1 Csrp1 Rgs2 Ier5 Uap1 F11r Ptpn14 Atf3 Lamb3 Sgk1 Psap Jmjd1c Arid5b Gstt1 Col6a1 Bsg Sbno2 Midn Cirbp Klf16 Mknk2 Gadd45b Eef2 Nfic Tle5 Txnrd1 Timp3 Btg1 Dcn Kitl Phlda1 Tspan8 Lrp1 Selenom Aebp1 H2az2 Tenm2 Irf1 Gpx3 Ubb Pmp22 Kdm6b Rflnb Nxn Lgals9 Wsb1 Ccl2 Ccl7 Dusp14 Tob1 Stac2 Krt14 Grn Ddx5 H3f3b Sphk1 Socs3 Timp2 Arhgdia Laptm4a Hspa2 Zfp36l1 Fos Ripk1 Tubb2a Pxdc1 Gcnt2 Gadd45g Nfil3 Pdlim7 Cxcl14 Gas1 Ctsl Map1b Pik3r1 Plac9 Tmem254 Clu Gfra2 Itm2b Tsc22d1 Rgcc Klf5 Selenop Mtss1 Trib1 Arc Ly6d Ly6e Ly6a Maff Rpl3 Tob2 Cyb5r3 Tspo Pim3 Tmbim6 Nr4a1 Krt5 Krt18 Igfbp6 Pfdn5 Vasn Socs1 Cebpd Mylk Boc Cd200 Tmem45a App Adamts1 Rcan1 Pigp Dusp1 Cdkn1a Pim1 Sik1 H2-K1 Brd2 H2-Ab1 C4b Hspa1a Ddah2 H2-D1 Ier3 H2-T23 Slc29a1 Vegfa Mdfi Nrtn Cox7a2l Zfp36l2 Calm2 Crem Bambi Fhod3 Reep5 Egr1 Hbegf Il17b Smad7 Chka Sf3b2 Fosl1 Cfl1 Ltbp3 Plaat3 Zfand5 Klf9 Smarca2 Vim Ralgds Ak1 Gsn Nr4a2 Scn7a Serping1 Bdnf Thbs1 Fbln7 Cst3 Fam110a Map1lc3a Myl9 Tgif2 Slpi Pltp Eya2 Cebpb Cp Skil Foxo1 Tm4sf1 Mbnl1 Tiparp Ccnl1 Ptx3 Fgg Lmna Pbxip1 Mcl1 Atp1a1 Rhoc Gstm1 Asph Gem Pnrc1 Dnaja1 Il11ra1 Tln1 Tgfbr1 Klf4 Jun Pde4b Plpp3 Ssbp3 Tmem59 Echdc2 Col9a2 Rnf19b Marcksl1 Sfn Tmem50a Clic4 Id3 Pink1 Camk2n1 Errfi1 Ski Gnb1 Tmem88b Fosl2 Hs3st1 Adgra3 Fryl Crlf2 Aldh2 Cldn4 Mafk Gcc1 Creb5 Vamp8 Spr Slc6a6 Bhlhe40 Cxcl12 C1s1 Ptms Tnfrsf1a Emp1 Mgst1 Tmem160 Fosb Klc3 Apoe Bcam Bcl3 Lypd3 Rabac1 Erf Mia Ltbp4 Sertad1 Zfp36 Samd4b Emc10 Ptov1 Fcgrt Rpl13a Ftl1 Ppp1r15a Klf13 Pcf11 Plekhb1 Cavin3 Eif3f Dkk3 Bcl7c Fus Bag3 Urah Ifitm2 Gas6 Plat Sfrp1 Fgfr1 Zfp703 Rnf122 Rbpms Pdlim3 Hmgb2 Fkbp8 Jund Use1 Klf2 Dnajb1 Ier2 Nfix Junb Mmp2 Tppp3 Icam1 Cnn1 Hspa8 Trim29 Fxyd6 Anp32a C2cd4b Plscr1 Trf Cish Rassf1 Gnai2 Myd88 Csrnp1 Bgn Msn TABULA_MURIS_SENIS_MAMMARY_GLAND_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_ENDOTHELIAL_CELL_AGEING Tram1 Cavin2 Ndufb3 Fn1 Tns1 Pnkd Mff Cops9 Stk25 Fam174a Pam Btg2 Adipor1 Mrps14 Fmo1 Mpzl1 Tmco1 Sdhc Pcp4l1 Pea15a Mtarc2 C130074G19Rik Atf3 Nenf Ppp2r5a Cd34 Ifngr1 Smpdl3a Psap Tspan15 Gstt2 Sumo3 Bsg Cnn2 Gpx4 Midn Cirbp Ndufs7 Uqcr11 Tcf3 Abhd17a Oaz1 Lsm7 Timm13 Mrpl54 Gna11 Tle5 Timp3 Elk3 Mrpl42 Ptprb Rassf3 Ddit3 Cnpy2 Myl6 Bloc1s1 Selenom Uqcr10 Ppia H2az2 Commd1 Sptbn1 Rnf130 Ube2b Uqcrq Irf1 Hint1 Gpx3 Atox1 Rnf187 Guk1 Naa38 Tnfsf12 Tmem256 Plscr3 0610010K14Rik Pfn1 Spag7 Myo1c Rflnb Car4 Tob1 Snf8 Psmb3 Igfbp4 Jup Acly Cavin1 Ramp2 Coa3 Vat1 Dusp3 Cd300lg Grn Ace Icam2 Ddx5 Sumo2 St6galnac2 Sec14l1 Socs3 Arhgdia Anapc11 Cenpx Laptm4a Pdia6 Sypl Tspan13 Meox2 Sptssa Trappc6b Fkbp3 Churc1 Srsf5 Tmed10 Fos Slirp Psmc1 Fbln5 Eml1 Atp5mpl Akt1 Crip2 H2bc4 Uqcrfs1 Higd2a Tspan17 Prelid1 Lman2 Cxcl14 Hnrnpa0 Uqcrb Ndufs6 Sdha Cetn3 Mef2c Anxa11 Spcs1 Pbrm1 Nisch Sh3bp5 Dph3 Sncg Pabpn1 Nedd8 C1qtnf9 Dpysl2 Bnip3l Itm2b Dnajc3 Dock9 Selenop Sub1 Polr2k Ndufb9 Ly6e Ly6a Ly6c1 Gpihbp1 Cyc1 Vps28 Kctd17 Lgals1 H1f0 Polr2f Rbx1 Smdt1 Ndufa6 Cyp2d22 Cyb5r3 Tspo Slc48a1 Dazap2 Smagp Igfbp6 Atp5g2 Ntan1 Comt Mylk Ndufb4 Cox17 Cd47 Jam2 Atp5j App Adamts1 Atp5o Smim11 Pigp Ets2 Gtf2h5 Afdn Elob Slc9a3r2 Ndufb10 Atp6v0e Cuta Uqcc2 Cdkn1a Mtch1 Ndufv3 Rab11b Kank3 Rps28 Ndufa7 Psmb9 Ppp1r11 Cd2ap Slc29a1 Mrpl14 Ccnd3 Tomm6 Micos13 Ndufa11 Ralbp1 Ndufv2 Ptprm Myl12b Yipf4 Crim1 Epas1 Lims2 Reep5 Egr1 Ndufa2 Arap3 Ablim3 Sec11c Lman1 Acaa2 BC031181 Cyb5a Lrp5 Ndufs8 Ndufv1 Gstp1 Cdk2ap2 Tmem134 Coro1b Ppp1ca Sf3b2 Banf1 Drap1 Cfl1 Rnaseh2c Plaat3 Polr2g Ubxn1 Fth1 Tmem109 AW112010 Ostf1 Gda Sgms1 Ndufb8 Ablim1 Atp5c1 Rsu1 Edf1 Egfl7 Sptan1 Sh3glb2 Swi5 Gsn Ndufa8 Dync1i2 Aplnr Ndufs3 Psmc3 Trp53i11 Cd59a Immp1l Nop10 Emc4 Srp14 Pdia3 Serf2 Hypk Eid1 Mtln Ptpra Ddrgk1 Cst3 Romo1 Rpn2 Pltp Vapb Gnas Ctsz Atp5e Ppdpf Stmn2 Fabp5 Ndufb5 Dnajc19 Anxa5 Ndufc1 Rnf13 Selenot Lamtor2 Krtcap2 Dpm3 Slc50a1 Adam15 S100a1 S100a16 S100a6 Mrps21 H2ac18 Rap1a Dram2 Gstm1 Palmd Ostc Adh5 Adgrl4 Chchd7 Dnaja1 Bag1 Chmp5 Aqp7 Dctn3 Hrct1 Erp44 Klf4 Atp6v1g1 Acer2 Tm2d1 Tmem59 Scp2 Cmpk1 Akr1a1 Atp6v0b Ybx1 Zc3h12a Snhg3 Atpif1 Sfn Sh3bgrl3 Tmem50a Syf2 Fuca1 Hspg2 Ddost Pink1 Sdhb Ctnnbip1 Park7 Tprgl Rer1 Ssu72 Mrpl20 Sri Rheb Ost4 Atraid Ywhah Ctbp1 Gm1673 Qdpr Smim14 Fryl Mrps18c Sparcl1 Tgfbr3 Atp5k Ttc28 Iscu Rnf10 Cox6a1 Aldh2 Vps29 Arpc3 Scarb1 Tpst1 Hip1 Fis1 Cldn15 Gnb2 Cops6 Atp5j2 Hmgb1 Gng11 Sem1 Ndufa4 Cav2 Cav1 Ndufa5 Podxl Fmc1 Ndufb2 Mrps33 Zyx Gimap4 Aqp1 Lsm5 Chmp3 Vamp5 Vamp8 Capg Bola3 Tex261 Spr Snrnp27 Mgll Fbln2 Lmcd1 Arpc4 Brk1 Sec13 Timp4 Cxcl12 Phb2 Grcc10 Ptms Mlf2 Ndufa9 Ccnd2 Apold1 Mgst1 Myadm Ndufa3 Tsen34 Epn1 Chmp2a Selenow Ehd2 Tmem160 Calm3 Fosb Clptm1 Apoe Nectin2 Bcam Rabac1 Ltbp4 Zfp36 Ech1 Yif1b Spint2 Capns1 Cox6b1 Rbm42 Tmem147 Scn1b Etfb Emc10 Rras Fcgrt Bax Kdelr1 Cyfip1 Klf13 Prss23 Ndufc2 Spcs2 Pde2a Cavin3 Lmo1 Psma1 Mettl9 Sult1a1 Mapk3 Ypel3 Ppp4c Vkorc1 Fus Cracr2b Cd151 Mrpl23 Cd81 Pet100 Lamp1 Slc25a4 Spcs3 Hmgb2 Ndufa13 Cope Ssbp4 Jund Ccdc124 Ushbp1 Dda1 Pgls Klf2 Smad1 Ndufb7 D8Ertd738e Prdx2 Wdr83os Amfr Psmb10 Cfdp1 Cox4i1 Irf8 Cyba Nrp1 Smco4 Ubl5 Mrpl4 Aplp2 Fli1 Ei24 Esam Atp5l Rexo2 Acat1 Anp32a Oaz2 Ppib Rps27l Gtf2a2 Adam10 Nedd4 Arpp19 Tmem30a Tmed3 Anapc13 Gnai2 Lamb2 Uqcrc1 Ctnnb1 Snrk Rbm3 Dynlt3 Tspan7 Rtl8a Rtl8b Ssr4 Flna Prdx4 TABULA_MURIS_SENIS_MAMMARY_GLAND_LUMINAL_EPITHELIAL_CELL_OF_MAMMARY_GLAND_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_LUMINAL_EPITHELIAL_CELL_OF_MAMMARY_GLAND_AGEING Ogfrl1 Il18r1 Coq10b Igfbp5 Itm2c Ptma Arl4c Mlph Pam Prelp Btg2 Elf3 Ier5 Atp1b1 Pbx1 Tagln2 Mtarc2 Atf3 Perp Sgk1 Gja1 Jmjd1c Bsg Midn Cirbp Mbd3 Klf16 Mknk2 Oaz1 Tle5 Timp3 Hsp90b1 Socs2 Btg1 Dcn Dusp6 Tspan8 B4galnt1 Cnpy2 Dusp18 Ewsr1 Xbp1 Peli1 Stc2 Ube2b Gpx3 Gm2a Ubb Ntn1 Ndel1 Vamp2 Per1 Kdm6b Aldoc Wsb1 Ccl5 Dusp14 Tob1 Krt15 Krt14 Krt17 Grn Ddx5 Slc9a3r1 H3f3b Timp2 Baiap2 Arhgdia Anapc11 Cbr2 Rhob Laptm4a Foxa1 Rhoj Fos Crip2 Crip1 Btn1a1 Agtr1a Pxdc1 Dsp Tspan17 Tmed9 Cxcl14 Hnrnpa0 Ell2 Fst Emb Tmem254 Lgals3 Itm2b Tsc22d1 Klf5 Selenop Klf10 Trps1 Trib1 Ly6d Ly6e Maff Apobec3 Tnrc6b Tob2 Upk3a Pim3 Aqp5 Smagp Nr4a1 Krt6a Krt5 Vasn Tra2b Itgb5 Cd200 Alcam Nfkbiz Arl13b App Ets2 Slc9a3r2 Snhg9 Dusp1 Cdkn1a Mtch1 Pim1 Sik1 Hnrnpm H2-K1 Ring1 Brd2 Tap2 H2-Ab1 H2-Aa H2-Eb1 Vars Abhd16a Prrc2a H2-D1 Ier3 Ppp1r10 Tnfrsf21 Slc29a1 Lrg1 Nrtn Ltbp1 Zfp36l2 Calm2 Egr1 Hbegf Cd74 Piezo2 Slc66a2 Cyb5a Cdk2ap2 Sf3b2 Drap1 Fosl1 Cfl1 Rela Ltbp3 Fth1 Anxa1 Cemip2 Pdlim1 Gsto1 Pdcd4 Tcf7l2 Ralgds Hspa5 Gsn Cytip Pkp4 Ube2e3 Pdia3 Cst3 Fam110a Srxn1 Map1lc3a R3hdml Serinc3 Slpi Wfdc2 Cebpb Skil Dclk1 Ccnl1 Gatb Lmna Pbxip1 Sprr1a Mcl1 Ecm1 Atp1a1 Gstm1 Ppp3ca Clca2 Ccn1 Trp53inp1 Gem Dnaja1 Enho Hint2 Klf4 Nfib Jun Pde4b Scp2 Plk3 Ybx1 Zc3h12a Sfpq Gjb4 Sfn Cd52 Id3 Ece1 Camk2n1 Iffo2 Epha2 Dhrs3 Rheb Fosl2 Ctbp1 Smim14 Ociad1 Kit Igfbp7 Ythdc1 Cxcl15 Cxcl2 Rnf10 Aldh2 Gnb2 Lamtor4 Mafk Pdk4 Hilpda Tmem176b Tmem176a Aoc1 Hnrnpa2b1 Cbx3 Creb5 Krcc1 Vamp8 Atp6v1b1 Spr Foxp1 Bhlhe40 Ptms Gabarapl1 Gprc5a Emp1 Ube2s Selenow Nop53 Tmem160 Fosb Klc3 Apoe Bcam Bcl3 Erf Mia Sertad1 Fcgbp Zfp36 Lgals7 Syne4 Emc10 Myh14 Ptov1 Rpl13a Ftl1 Klf13 Mfge8 Anpep Idh2 Pcf11 Eif3f Mapk3 Bcl7c Fus Bag3 Ifitm2 Ifitm3 Cracr2b Cd81 Ccnd1 Gas6 Ido1 Slc7a2 Pdlim3 Hmgb2 Cpe Fkbp8 Ssbp4 Jund Slc5a5 Klf2 Dnajb1 Ier2 Nfix Calr Junb Irx3 Irx5 Cx3cl1 Tppp3 Dpep2 Hp Icam1 Rp9 Aplp2 Barx2 Hspa8 Usp2 Ddx6 Anp32a Oaz2 C2cd4b Tmed3 Plscr1 Trf Shisa5 Ltf Csrnp1 Ctnnb1 Cck Rbm3 Ddx3x Erdr1 TABULA_MURIS_SENIS_MAMMARY_GLAND_MACROPHAGE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_MACROPHAGE_AGEING Tram1 Fn1 Dbi Btg2 Ptprc Cirbp Lyz2 Lyz1 Myl6 Gpx3 Pfn1 Ccl5 Ccl6 Wfdc18 Krt14 Fos Crip1 Cxcl14 Ear2 Dok2 Igfbp6 Prr13 Retnla App Dusp1 Pi16 Rps28 H2-D1 Ndufa11 Prdx5 Ahnak Gda Sgms1 Csf2ra Gsn Thbs1 Pdia3 Mbnl1 S100a13 S100a4 S100a6 S100a10 Ecm1 Atp1a1 Mcub Tln1 Klf4 Sfn Tmem50a Rer1 Mrpl33 Atp5k Fis1 Lamtor4 Pon2 Zyx Capg Arl6ip5 Grcc10 Pirb Fosb Nkg7 Fus Pycard Ifitm6 Fgfr1 Lpl Jund Klf2 Ier2 Man2b1 Mt2 Tppp3 Cotl1 Nrp1 Anxa2 Gnai2 Gpx1 Uqcrc1 Shisa5 Ccr2 Flna TABULA_MURIS_SENIS_MAMMARY_GLAND_STROMAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MAMMARY_GLAND_STROMAL_CELL_AGEING Arid5a Igfbp5 Ctdsp1 Efhd1 Ackr3 Pam Cd55 Prelp Btg2 Myoc Prrx1 Dpt Mpc2 Mtarc2 Atf3 Nenf Hsd11b1 Cd34 Ifngr1 Marcks Smpdl3a Gstt1 Bsg Gpx4 Cirbp Ndufs7 Uqcr11 Nfic Tle5 Timp3 Dcn Ctdsp2 Lrp1 Cnpy2 Bloc1s1 Selenom H2az2 Slit3 Irf1 Hint1 Gpx3 Gm2a Atox1 Kdm6b Tnfsf12 Tmem256 Serpinf1 Ccl11 Tmem100 Gngt2 Lasp1 Igfbp4 Cavin1 Ramp2 Grn Ddx5 Abca8a Cygb Mxra7 Socs3 Timp2 C1qtnf1 Mcrip1 Anapc11 Rhob Iah1 Zfp36l1 Srsf5 Tmed10 Fos Calm1 Tnfaip2 Crip2 Crip1 Klf6 Ogn Dbn1 Cxcl14 Ntrk2 Ndufs6 Plac9 Tmem254 Rnase4 Scara5 Scara3 Dpysl2 Bnip3l Pdlim2 Itm2b Selenop Sdc2 Cpq Osr2 Ndufb9 Ly6a Ly6c1 Lgals1 Triobp Tspo Fbln1 Tuba1b Tuba1a Cox14 Nr4a1 Igfbp6 Zfp385a Cebpd Comt Itgb5 Ndufb4 Pla1a Adprh Cd47 Nfkbiz Atp5j App Adamts5 Smim11 Fndc1 Smoc2 Hcfc1r1 Elob Ndufb10 Dusp1 Cuta Uqcc2 Cdkn1a Pi16 Mtch1 Ndufv3 Rps28 H2-K1 Tnxb C4b Cfb Ddah2 H2-D1 Ndufa11 C3 Myl12b Emilin2 Map3k8 Egr1 Tcf4 Cdk2ap2 Tmem134 Ppp1ca Cd248 Drap1 Fkbp2 Lrrn4cl Ahnak Ms4a4d Anxa1 Ndufb8 Add3 Ablim1 Plxdc2 Entpd2 Ptges Swi5 Angptl2 Gsn Ndufa8 Rbms1 Serping1 Slc43a3 Srp14 Pdia3 Fbn1 Fbln7 Prnp Thbd Cst3 Dynlrb1 Romo1 Rpn2 Pltp Ndufc1 Naxe Krtcap2 Dpm3 S100a1 S100a13 S100a16 S100a6 S100a11 Mcl1 Ecm1 Mrps21 Txnip Gstm1 Ostc Dctn3 Il11ra1 Ccl19 Sec61b Klf4 Lpar1 Nfib Jun Nfia Scp2 Akr1a1 Sfn Hmgn2 Tmem50a Fuca1 Id3 Hspg2 Ddost Pink1 Camk2n1 Nbl1 Park7 Tprgl Rer1 Mmp23 Mxra8 Steap4 Sri Tomm7 Mrpl33 Spon2 Ctbp1 Htra3 Sod3 Smim14 Anxa3 Sparcl1 Tgfbr3 Atp5k Rnf10 Eln Fis1 Serpine1 Gnb2 Pcolce Lamtor4 Actb Atp5j2 Hmgb1 Sgce Ndufa4 Ndufa5 Arf5 Rarres2 Gpnmb Cbx3 Creb5 Inmt Capg Fbln2 Mfap5 C1s1 Grcc10 Ptms Cd9 Smim10l1 Mgst1 Myadm Ndufa3 Tsen34 Chmp2a Selenow Ehd2 Tmem160 Calm3 Fosb Apoe Rabac1 Blvrb Sertad1 Zfp36 Tmem147 Sbsn Dmkn Fxyd5 Fxyd1 Etfb Ptov1 Fcgrt Nucb1 Emp3 Ndn Anpep Prss23 Cavin3 Mapk3 Ypel3 Tmem219 Bcl7c Vkorc1 Fus Ifitm2 Lsp1 Mrpl23 Cd81 Col4a1 Lamp1 Gas6 Ndufa13 Cope Rex1bd Fkbp8 Jund Klf2 Ndufb7 Ier2 Nfix Junb Tppp3 Smpd3 Cyba Dpep1 Ubl5 Etfa Tspan3 Loxl1 Hexa Anp32a Ppib Lysmd2 Tmed3 Pcolce2 Gnai2 Crtap Tgfbr2 Clec3b Rbm3 Fhl1 Tsc22d3 Prdx4 TABULA_MURIS_SENIS_MARROW_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING Ptma Oaz1 Xpot Itk Ubb Ubb-ps Pfn1 Ubald2 Baz1a Prpf4b Prr13 Retnlg Rnaset2b Snrpc Psmb8 Eno1b Gramd3 Ptprcap Cfl1 Fth1 Wipf1 Itch Lime1 Atp10d Atxn2 Lfng Cycs Tmsb10 Lag3 Fxyd5 Rpl13a Chaserr Ndufa13 Thy1 Bcl9l Cd3g Atm Anp32a Senp6 Ltf Flicr TABULA_MURIS_SENIS_MARROW_NK_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_NK_CELL_AGEING Mrpl30 Sumo1 Tuba4a Dnpep Ptma Ilkap Ndufa10 Tsn Ubxn4 Prdx6 Mpc2 Fcgr4 Sdhc Fcer1g Pfdn2 Sf3b5 Asf1a Srgn Snrpd3 Cstb Bsg Wdr18 Polr2e Gpx4 Atp5d Cirbp Ndufs7 2310011J03Rik Rexo1 Abhd17a Plekhj1 Oaz1 Timm13 Map2k2 Mrpl54 S1pr4 Tle5 Glipr1 Lyz2 Nabp2 Myl6 Cd63 Bloc1s1 Uqcr10 Zmat5 Mrps24 Pttg1 Slu7 Ttc1 Uqcrq Guk1 Tmem11 Ubb Ubb-ps 2410006H16Rik Stx8 Trappc1 Gps2 Gabarap Rnasek Arrb2 Psmb6 Pfn1 Timm22 Wfdc17 Supt4a Mrps23 Nme2 Luc7l3 Mrpl27 Abi3 Atp5g1 Rpl19 Mien1 Ifi35 Limd2 Fam104a Mrpl58 Atp5h H3f3b Wbp2 Ndufaf8 Mrpl12 Mcrip1 Anapc11 Cenpx Iah1 Rps7 Ap4s1 Trappc6b Fkbp3 Vti1b Erh Srsf5 Npc2 Tmed10 Batf Calm1 Ckb Rala Abt1 H1f2 H3c1 Acot13 Tmem14c Nol7 Dtnbp1 Card19 Susd3 Prelid1 Tmed9 Idnk 2210016F16Rik Uqcrb Med10 Ndufs6 Mrpl36 Ndufs4 Rtraf Saysd1 Selenok Lgals3 Dad1 Psme2 Nedd8 Mphosph8 Mrpl57 Bnip3l Dnajc15 Wbp4 Sugt1 Fyb Ndufb9 Chrac1 Ly6c2 Eef1d Grina Vps28 1110038F14Rik Ndufa6 Tspo Zcrb1 Cox14 Pfdn5 Prr13 Atp5g2 Pam16 Thap7 2510002D24Rik Hacd2 Retnlg Rpl24 Atp5o Psmg1 Rnaset2b Mpc1 Sft2d1 Mrpl18 Hcfc1r1 Elob Ndufb10 Mrps34 Nme3 Gnptg Antkmt Mettl26 Atp6v0e Cuta Rps10 Snrpc Rpl10a Abcg1 U2af1 Brd4 Pfdn6 Rps18 H2-Ke6 Psmb9 Psmb8 H2-Ab1 H2-Eb1 Gpsm3 Lsm2 Csnk2b Ltb Ppp1r18 2310061I04Rik Rpp21 Ppp1r11 Polr1h Mrpl14 Mad2l1bp Mea1 2310039H08Rik Tomm6 Lrg1 Mydgf Micos13 Ndufa11 Clpp Myl12b Cox7a2l Ttc7 Reep5 Pfdn1 Sra1 Cd74 Sec11c Rpl17 BC031181 Rbfa Gstp1 Cdk2ap2 Aip Tmem134 Ptprcap Pold4 Sf3b2 Drap1 Ccdc85b Cfl1 Rnaseh2c Fam89b Malat1 Fau Prdx5 Trmt112 Plaat3 Tmem223 Bscl2 Ubxn1 1810009A15Rik Fth1 Ndufb8 Npm3 Atp5c1 Apbb1ip Mrpl41 Edf1 Dnlz Surf1 BC005624 Swi5 Bbln Lcn2 Gsn Ndufa8 Rpl35 Arpc5l Atp5g3 Ube2l6 Spi1 Emc7 Srp14 Ccdc32 Serf2 B2m Zc3h8 Snrpb Mrps26 Ddrgk1 Cst3 Pdrg1 Commd7 Dynlrb1 Rbm39 Scand1 Dlgap4 Rab5if Manbal Slpi Sys1 Mmp9 Dpm1 Psma7 Adrm1 Ppdpf Lime1 Rpl22l1 Dnajc19 Lamtor2 Krtcap2 Rps27 Jtb S100a13 S100a6 S100a8 S100a11 Psmb4 Psmd4 Tnfaip8l2 Ctss Mrps21 Sf3b4 Rbm8a A930005H10Rik Gar1 Ostc Lamtor3 Gng5 Rps20 Chchd7 Rab2a Smim8 Bag1 Dctn3 Clta Exosc3 Txn1 Gng10 Atp6v1g1 Dmac1 Atp6v0b Ipo13 Med8 Svbp Ybx1 Utp11 Mrps15 Psmb2 Tmem234 Zcchc17 Atpif1 Tmem50a Syf2 Lypla2 Mrto4 Sdhb Szrd1 Park7 Rpl22 A430005L14Rik Faap20 Ssu72 Aurkaip1 Sdf4 Sri Tmem60 Mrpl33 Mfsd10 Grpel1 Tmem128 Med28 Ube2k Jchain Utp3 Enoph1 Crlf2 2210016L21Rik Srsf9 Pebp1 Rpl6 Arpc3 Rilpl2 Mrps17 Polr2j Fis1 Znhit1 Gnb2 Mospd3 Ppp1r35 Lamtor4 Zdhhc4 Bri3 Arpc1b Atp5j2 Pomp Brca2 Smim30 Ndufa5 Atp6v1f 1810058I24Rik Cycs Vamp8 Tmsb10 Mrpl19 Aup1 Wbp1 Ino80b Dguok Tex261 Arpc4 Brk1 Grcc10 Spsb2 Mlf2 Mrpl51 Cd9 H2aj Arhgdib Rps9 Chmp2a Ube2m Selenow Nop53 Bbc3 Tmem160 Ap2s1 Calm3 Pglyrp1 Vasp Trappc6a Gemin7 Apoe Rabac1 Exosc5 Psmc4 Med29 Gmfg Mrps12 Nfkbib Eif3k Tbcb Polr2i U2af1l4 Cox6b1 Tmem147 Fxyd5 Etfb Emc10 Akt1s1 Nosip Rpl13a Flt3l Pih1d1 Cd37 Ftl1 Bax Rpl18 Kdelr1 Emp3 Klf13 Tm2d3 Snrpa1 Selenos Mrpl46 Mrps11 Cib1 Ndufc2 Rps3 Lamtor1 Rhog Mrpl17 Eif3f Rps13 Eri2 Ypel3 Ino80e Pagr1a Dctpp1 Bcl7c Pstk Ifitm2 Ifitm3 Rplp2 Lsp1 Cd81 Mcemp1 Frg1 Hpf1 Ndufa13 Rfxank Cope Rex1bd Ssbp4 Lsm4 Jund Mpv17l2 Ccdc124 Use1 Mrpl34 Mvb12a Pgls Rab8a Sin3b Ndufb7 Tecr Gadd45gip1 Rnaseh2a Trir Wdr83os Snx20 Tmem208 Psmb10 Exosc6 Cfdp1 Gabarapl2 Cotl1 Cyba Aprt Trappc2l Rpl13 2810004N23Rik Ntpcr Mmp8 Ubl5 Pin1 Eif3g Cdkn2d Elof1 Rp9 Thyn1 Tbrg1 Atp5l Rexo2 Pts Wdr61 Cox5a Anp32a Snapc5 Bcl2a1b Faim Tusc2 Gpx1 Shisa5 Tma7 Nme6 Camp Ccdc12 Rpl14 Pqbp1 Ndufb11 Flna Emd Lage3 Igbp1 Pbdc1 Psmd10 Tmsb4x TABULA_MURIS_SENIS_MARROW_BASOPHIL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_BASOPHIL_AGEING Wfdc21 Gtf2h5 Lcn2 S100a8 S100a9 TABULA_MURIS_SENIS_MARROW_EARLY_PRO_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_EARLY_PRO_B_CELL_AGEING Bsg Snn Dnaja1 Tmsb10 Etfb TABULA_MURIS_SENIS_MARROW_ERYTHROBLAST_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_ERYTHROBLAST_AGEING Rpl7 Eif5b Eef1b2 Rpl37a Ncl Dbi Tpr Fcer1g Cenpf Fbxo5 Rps12 Cdk1 Rps15 Zbtb7a Eef2 Lyz2 Naca Atp5b Rpl41 Ppia Rps27a Npm1 Rack1 Hint1 Pafah1b1 Wfdc21 Nme1 Luc7l3 Rpl23 Rpl19 Top2a Rpl27 Kpna2 Rpl38 Smc6 Rps7 Rpl36al Calm1 Hsp90aa1 Eif5 Crip2 Crip1 H1f5 H1f3 H2ac8 H1f4 Prpf4b Rps23 Rpl15 Rps24 Pbrm1 Prxl2a Esco2 Rpl37 Eif3e Rpl8 Apol11b Rpl3 Atf4 Tspo Tfrc Retnlg Rpl24 Son Pgp Rps2 Rps10 Rpl10a Pim1 Rps28 Rps18 Clic1 H2-D1 Hsp90ab1 Rpl36 Rps14 Nars Rpl17 Malat1 Fau Slc3a2 Eef1g Rpl7a Lcn2 Rpl12 Rpl35 Ppig Ccdc34 Knl1 Eif2s2 Rbm39 Slpi Ube2c Psma7 Car1 Rpl22l1 Smc4 Rps3a1 S100a6 S100a8 S100a9 S100a11 Chil3 Gstm5 Cenpe Srsf11 Rps20 Smc2 Rps6 Prdx1 Rps8 Psmb2 Eif3i Tmem234 Cd52 Sh3bgrl3 Rsrp1 Srrm1 Rpl11 Park7 Rpl9 Jchain Rpl5 Rplp0 Med13l Rpl6 Cldn13 Baz1b Asns Ezh2 Cycs Abcg2 Tmsb10 Mthfd2 Rpl32 Gapdh Arhgdib Rps9 Cox6b2 Rps5 Pglyrp1 Rps19 Rps16 Tyrobp Rps11 Rpl13a Rpl18 Ldha Snrpa1 Prc1 Rps17 Rps3 Rpl27a Rps13 Rps15a Arl6ip1 Eif3c Aldoa Bub3 Ifitm2 Ifitm6 Eif4ebp1 Rpl18a Gadd45gip1 Calr Hp Cox4i1 Cyba Rpl13 Ncapd3 Rps25 Rexo2 Pkm Rplp1 Rpl4 Pclaf Eef1a1 Rpl29 Camp Ngp Ltf Rpsa Rpl14 Rpl10 Rps4x Rpl36a Smc1a Prdx4 Tmsb4x Erdr1 TABULA_MURIS_SENIS_MARROW_GRANULOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_GRANULOCYTE_AGEING Fcer1g Myl6 Cd63 Arrb2 Pfn1 Ccl6 H3f3b Calm1 Lgals3 Cebpe Tspo Prr13 Cebpd Retnlg Fpr2 Rps18 H2-K1 Clic1 H2-D1 Lrg1 Cdk2ap2 Cfl1 Malat1 Prdx5 Lcn2 Spi1 B2m Slpi S100a6 S100a8 S100a9 S100a11 Orm1 Cd52 Rsrp1 Jchain Arpc3 Lamtor4 Arpc1b Alox5ap Gapdh Cd9 Rps9 Pglyrp1 Gmfg Tyrobp Fxyd5 Rpl13a Emp3 Mrgpra2b Rps3 Coro1a Ifitm2 Lsp1 Klf2 Hp Cotl1 Cyba Pkm Anxa2 Camp Ngp Rbm3 Rpl10 Tmsb4x TABULA_MURIS_SENIS_MARROW_GRANULOCYTE_MONOCYTE_PROGENITOR_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_GRANULOCYTE_MONOCYTE_PROGENITOR_CELL_AGEING Atic Ptma Eif4e2 Acbd6 Sdhc Rwdd1 Gstt3 Smarcb1 Chchd10 Bsg Rnf126 Gpx4 Cirbp Plekhj1 Oaz1 Hmg20b Tle5 Nabp2 Selenom Cenpv Ubb-ps Kdm6b Ctdnep1 0610010K14Rik Arrb2 Psmb6 Pfn1 Nt5c3b Fam104a Mrpl58 Grb2 Ten1 Arhgdia Rps7 Fkbp3 Nsd1 Tmed9 Cebpe Dhrs4 Psme1 Sdr39u1 Cryl1 Chrac1 Ly6c1 Ift27 Gga1 Tspo 5031439G07Rik Prr13 Atp5g2 Ubald1 Nudt16l1 Eef2kmt Nubp1 Cfap298 Hmga1 Snrpc Akap8 Zfp414 Pfdn6 H2-DMa Psmb8 H2-Ab1 H2-Aa H2-Eb1 Lsm2 Csnk2b H2-Q6 Yipf3 Mea1 Tomm6 Reep5 Eno1b Pold4 Yif1a Sf3b2 Drap1 Cfl1 Zfpl1 Sac3d1 Bad 1810009A15Rik Fth1 AW112010 Npm3 Apbb1ip Rabl6 Egfl7 Brd3 Endog Swi5 Atp5g3 Spi1 Lmo2 B2m Map1lc3a Scand1 Pkig Acot8 Adrm1 Vps72 Sf3b4 Polr3gl Gar1 Anp32b Czib Ppp1r8 Wdtc1 Stmn1 Lypla2 Szrd1 Park7 Cdk11b Psmc2 Rheb Uvssa Ube2k Crlf2 Pebp1 Arpc3 Znhit1 Mospd3 Tsc22d4 Ppp1r35 Lamtor4 Malsu1 Tmsb10 Ino80b Tex261 Spr Ruvbl1 Chchd4 Setd5 Brk1 Chd4 Rdh13 Ube2m Tmem160 Ap2s1 Trappc6a Apoe Exosc5 Rab4b Snrpa Nfkbib Eif3k Fxyd5 Etfb Emc10 Akt1s1 Bcl2l12 Rpl13a Ftl1 Lamtor1 Sgf29 Ino80e Bcl7c Ifitm2 Nr2c2ap Fkbp8 Ssbp4 Jund Ccdc124 Babam1 Mri1 Lyl1 Gadd45gip1 Exosc6 Rpl13 Smco4 Pin1 Fdx2 Spc24 Elof1 Rp9 H2ax Gm6981 Ubl7 Naa80 Shisa5 Rpl14 Timm17b Was Rbm3 Rbm10 Haus7 TABULA_MURIS_SENIS_MARROW_GRANULOCYTOPOIETIC_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_GRANULOCYTOPOIETIC_CELL_AGEING Tuba4a Fcer1g Cdk1 Bsg Prtn3 Elane Gpx4 Lyz2 Lyz1 Cd63 Arrb2 Wfdc21 Birc5 Glrx5 H2ac23 Serpinb1a Cks2 Lgals3 Cebpe Ltb4r1 Rgcc Ly6c2 Grina Ncf4 Tspo Tuba1c Nfe2 Cebpd Retnlg Pgp Msrb1 H2-Aa H2-Eb1 Gpsm3 Trem3 Lrg1 Reep5 Ap3s1 Malat1 Prdx5 Fth1 Ms4a3 Anxa1 Fcnb Lcn2 Spc25 Ube2l6 Spi1 Ccdc34 Nusap1 AA467197 Dstn Slpi Ube2c Car2 S100a6 S100a8 S100a9 S100a11 Chil3 1810037I17Rik Cpne3 Smc2 Orm1 Cdca8 Atpif1 Cd52 Jchain Lamtor4 Alox5ap Arf5 Vamp8 Clec4a2 Cdca3 Cd9 Clec12a Arhgdib Pglyrp1 Apoe Cd177 Blvrb Tyrobp Hcst Fxyd5 Ftl1 Emp3 Arl6ip1 Ifitm2 Ifitm3 Ifitm6 Mcemp1 Gsr Gypa Prdx2 Hp Cyba Cdkn2d H2ax Hmbs Anxa2 Tmed3 Gpx1 Camp Ngp Ltf Cybb Alas2 TABULA_MURIS_SENIS_MARROW_HEMATOPOIETIC_PRECURSOR_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_HEMATOPOIETIC_PRECURSOR_CELL_AGEING Ptpn18 Itm2c 4930523C07Rik Xcl1 Cd24a Vsir Itgb2 Cnn2 Btg1 Lyz2 Lyz1 Gabarap Rnasek Slfn2 Ccl5 Ccl6 Wfdc21 Id2 Serpina3g Glrx Tmem254 Lgals3 Ctsb Itm2b Ly6a Grina Rac2 Tspo Tmbim6 Pfdn5 Prr13 Retnlg Msrb1 H2-K1 H2-Ab1 H2-Aa H2-Eb1 Gpsm3 Ltb H2-D1 H2-Q4 Cd74 Cdk2ap2 Malat1 Fau Prdx5 AW112010 Ms4a4b Ms4a6b Ostf1 Anxa1 Lcn2 Cd82 B2m Dstn Slpi Lime1 S100a4 S100a6 S100a8 S100a9 S100a11 Cd2 Chil3 Lck Cd52 Rsrp1 Tnfrsf18 Alox5ap Gimap4 Gimap7 Gimap3 Cd8b1 Cd9 Pglyrp1 Vasp Rabac1 Capns1 Tyrobp Hcst Nkg7 Lat Aldoa Ifitm6 Lsp1 Gsr Saraf Hp Map1lc3b Cyba Thy1 Cd3g Cd3d Cd3e Anxa2 Bcl2a1b Shisa5 Camp Ngp Ltf Sh2d1a Sat1 Tmsb4x TABULA_MURIS_SENIS_MARROW_HEMATOPOIETIC_STEM_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_HEMATOPOIETIC_STEM_CELL_AGEING Cops5 Sumo1 Aamp Zfand2b Stk16 Tuba4a Itm2c Ptma Ndufa10 Dtymk Tsn Tmem9 Uchl5 Rgs1 Prdx6 Selp Mpc2 Creg1 Uck2 Tmco1 Sdhc Ndufs2 F11r Tagln2 Mtarc2 Rrp15 Myct1 Ppa1 Srgn Smarcb1 Chchd10 Sumo3 Gatd3a Rrp1 Bsg Prtn3 Wdr18 Polr2e Gpx4 Atp5d Cirbp Ndufs7 Plekhj1 Oaz1 Map2k2 Hmg20b Dohh Nfic S1pr4 Tle5 Slc25a3 Ndufa12 Glipr1 Yeats4 Lyz2 Tmbim4 Tsfm Cnpy2 Nabp2 Sarnp Cd63 Zmat5 Pold2 C1d Mdh1 Npm1 Rack1 Ifi47 Nhp2 Sparc Mrpl22 Igtp Guk1 Tmem11 Ubb Ubb-ps Kdm6b Trp53 Mpdu1 Eif5a Psmb6 Pfn1 Spag7 C1qbp Unc119 Tmem97 Lgals9 Psmd11 Vmp1 Stxbp4 Nme1 Phb Cbx1 Ormdl3 Nt5c3b Cavin1 Aarsd1 Ifi35 G6pc3 Limd2 Psmc5 Cd79b Icam2 Psmd12 Fam104a Mrpl58 Mif4gd Smim5 Galk1 H3f3b Wbp2 Trim47 Mrpl38 Syngr2 Tk1 Mrpl12 Mcrip1 Arhgdia Laptm4a Rps7 Dtd2 Psma6 Nfkbia Fkbp3 Psma3 Atp6v1d Vti1b Erh Srsf5 Rbm25 Npc2 Tmed10 Fos Batf Ahsa1 Psmc1 Calm1 Serpina3g Klf6 Psma2 Serpinb1a Tmem14c Sfxn1 Thoc3 Nop16 Cltb Prelid1 Lman2 Pdlim7 Tmed9 Ctsl Taf9 Thoc7 Ube2e1 Dnajc9 Ppif Selenok Apex1 Ngdn Dhrs4 Psme1 Psme2 Ctsg Ctsb Clu Bnip3l Esd Tsc22d1 Rbm26 Dnajc3 Fyb Brix1 Basp1 Eif3h Chrac1 Ly6a Eef1d Pycrl Grina Cyc1 1110038F14Rik Txn2 Ift27 H1f0 Rpl3 Tspo Samm50 Creld2 Twf1 Slc48a1 Prkag1 Kmt2b Tuba1c Atg101 Krt18 Prr13 Atp5g2 Copz1 Hmox2 Ubald1 Nudt16l1 Nubp1 Sdf2l1 Ube2l3 Dgcr6 Ranbp1 Comt 2510002D24Rik Parl Rfc4 Nfkbiz N6amt1 Atp5o Psmg1 Tmem242 Rnaset2b Mpc1 Sod2 Atp6v0c Pgp Nubp2 Stub1 Mrpl28 Dusp1 Atp6v0e Cuta Nudt3 Snrpc Ppil1 BC004004 Pim1 Abcg1 U2af1 Zfp414 Pfdn6 H2-K1 H2-DMa H2-DMb1 Psmb9 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Lsm2 Clic1 Ddah2 Csnk2b H2-D1 H2-Q6 Ier3 Mrps18b H2-T23 Ppp1r11 H2-M3 Mrps18a Dnph1 Mrpl2 Mrps10 Tomm6 Oard1 Yju2 Mydgf Plin3 Clpp Ndufv2 Cdc42ep3 Calm2 Rnf125 Egr1 Pfdn1 Ap3s1 Eno1b Ppic Gm4951 Cd74 BC031181 Rbfa Cyb5a Gstp1 Cdk2ap2 Ptprcap Ppp1ca Pold4 Yif1a Sf3b2 Drap1 Ccdc85b Cfl1 Zfpl1 Sac3d1 Arl2 Prdx5 Bad Fkbp2 Macrod1 Wdr74 Polr2g Ubxn1 Fth1 Mrpl16 Ostf1 Aldh1a1 Fxn Pdlim1 Frat1 Npm3 Cuedc2 Csf2ra Cdc123 Gata3 Atp5c1 Apbb1ip Mrpl41 Tubb4b Ssna1 Npdc1 Tmem250-ps Egfl7 Gfi1b Lrrc8a Ntmt1 BC005624 Swi5 Rabepk Ndufa8 Arpc5l Psmd14 Ppig Atp5g3 Ube2l6 Mtch2 Ndufs3 Psmc3 Spi1 Lmo2 Eif3m Emc4 Emc7 B2m Snrpb Mrps26 Ddrgk1 Dtd1 Cst3 H13 Pdrg1 Commd7 Map1lc3a BC029722 Eif6 Scand1 Rab5if Manbal Tgm2 Pkig Acot8 Ube2v1 Ptpn1 Rbm38 Ctsz Prelid3b Psma7 Adrm1 Car1 Car2 Anxa5 Exosc8 Lxn Rps3a1 Hdgf Pmf1 Ssr2 Fdps Scamp3 Jtb S100a1 S100a6 Psmb4 Psmd4 Vps72 Anp32e Sf3b4 Polr3gl Atp5pb Gstm5 Gstm1 Psma5 Gclm Gar1 Ostc Aimp1 Lmo4 Dctn3 Il11ra1 Stoml2 Anp32b Gng10 Alad Hacd4 Jun Pdzk1ip1 Akr1a1 Prdx1 Urod Eri3 Atp6v0b Elovl1 Ebna1bp2 Ybx1 Ppie Trappc3 Psmb2 Ak2 Eif3i Tmem234 Ptp4a2 Dnajc8 Tmem222 Nudc Hmgn2 Stmn1 Tmem50a Syf2 Ece1 Capzb Mrto4 Necap2 Szrd1 Fbxo6 Srm Eno1 Park7 Faap20 Gnb1 Ssu72 C1qtnf12 Sdf4 Psmc2 Tyms Khk Eif2b4 Lrpap1 Grpel1 Lyar Smim20 Smim14 Ube2k Csn3 Rchy1 Nudt9 Rpl5 Crlf2 Hscb 2210016L21Rik Srsf9 Rplp0 Pebp1 Sdsl Rpl6 Erp29 Vps29 Arpc3 Orai1 Arl6ip4 Bri3bp Chchd2 Sbds Rfc2 Abhd11 Bud23 Mdh2 Myl10 Znhit1 Ap1s1 Mospd3 Ppp1r35 Lamtor4 Arpc1b Gtf3a Pomp Alox5ap Gng11 Smim30 Tmem176b Tmem176a Nt5c3 Serbp1 Rnf181 Vamp5 Vamp8 Capg Tmsb10 Dok1 Htra2 Aup1 Ino80b Tex261 Spr Nfu1 Gp9 Chchd6 Chchd4 Arl6ip5 Arpc4 Brk1 Sec13 Tamm41 Tmem40 Gdf3 Emg1 Phb2 Ptms Mlf2 Cd9 Ndufa9 Ccnd2 Gabarapl1 Rdh13 Chmp2a Ube2m Selenow Nop53 Tmem160 Ap2s1 Fosb Trappc6a Apoe Tomm40 Rabac1 Exosc5 Rab4b Snrpa Blvrb Psmc4 Fbl Timm50 Zfp36 Mrps12 Nfkbib Ech1 Eif3k Fam98c Psmd8 Yif1b Spint2 Tbcb Rbm42 Fxyd5 Etfb Emc10 Akt1s1 Bcl2l12 Nosip Rpl13a Pih1d1 Snrnp70 Ruvbl2 Ftl1 Ppp1r15a Bcat2 Kdelr1 Ldha Ndn Peg12 Klf13 Tm2d3 Snrpa1 Selenos Mrps11 Isg20 Sec11a Rab38 Rps3 Spcs2 Lamtor1 Mrpl17 Eif3f 1110004F10Rik Lat Sgf29 Sult1a1 Ypel3 Ppp4c Aldoa Ino80e Tmem219 Maz Zg16 Spn Bcl7c Hsd3b7 Vkorc1 Bub3 Bccip Glrx3 Psmd13 Ifitm2 Gatd1 Tspan4 Tssc4 Cdkn1c Timm44 Tm2d2 Ddhd2 Eif4ebp1 Slc25a4 Hpf1 Nr2c2ap Cope Fkbp8 Isyna1 Ssbp4 Lsm4 Jund Ccdc124 Babam1 Bst2 Mvb12a Pgls Sin3b Tecr Dnajb1 Gipc1 Ddx39a Asf1b Mri1 Ier2 Lyl1 Gadd45gip1 Junb Trir Wdr83os Mt1 Ciapin1 Coq9 E2f4 Tmem208 Acd Psmb10 Psmd7 Cfdp1 Cotl1 Map1lc3b Cyba Rpl13 Smco4 Pin1 Shfl Eif3g Cdc37 Cdkn2d Qtrt1 Tmed1 Spc24 Elof1 Dcps Esam Nrgn H2ax Hmbs Trappc4 Rexo2 Sdhd Wdr61 Cox5a Ubl7 Rpl4 Tipin Ppib Ciao2a Gtf2a2 Tmed3 Plscr1 Manf Naa80 Inka1 Uqcrc1 Shisa5 Rpsa Rpl14 Exosc7 Pqbp1 Rbm3 Slc25a5 Hmgb3 Bcap31 Idh3g Ssr4 Naa10 Emd Xist Hsd17b10 Sat1 Tmsb4x TABULA_MURIS_SENIS_MARROW_IMMATURE_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_IMMATURE_B_CELL_AGEING Imp4 Cox5b Ptma Eif4e2 Dbi Chchd10 Bsg Gpx4 Atp5d Rps15 Abhd17a Map2k2 S1pr4 Tle5 Myl6 Rpl41 Uqcr10 Hint1 Eif5a Psmb6 Pfn1 Spag7 Rpl23a Wfdc17 Supt4a Psmb3 Rpl19 Limd2 Fam104a Slc9a3r1 Atp5h H3f3b Arhgdia Rps7 Erh Npc2 Calm1 H2ac6 Serpinb1a Rab24 Prelid1 Dok3 Tmed9 Thoc7 Rpl15 Rps24 Lgals3 Ltb4r1 Tpt1 Ndufb9 Ptp4a3 Eef1d Cyc1 Rpl8 Mpst Rpl3 Atf4 Phf5a Smdt1 Tspo Prr13 Ube2l3 Ranbp1 Comt Hcls1 Psmb1 Fpr2 Elob Rps2 Rps10 Snrpc Rpl10a Pim1 Pfdn6 Rps18 Psmb8 H2-Ab1 Clic1 Csnk2b Ltb H2-D1 Tomm6 Lrg1 Ndufa11 Reep5 Cdk2ap2 Pold4 Sf3b2 Cfl1 Fau Fkbp2 Fth1 Ndufb8 Rpl7a Swi5 Lcn2 Rpl35 Spi1 Cst3 Bcl2l1 Raly Scand1 Pkig Ptpn1 Psma7 Car2 Rps3a1 Lamtor2 Tpm3 S100a6 S100a9 Psmb4 Psmd4 Cers2 Anp32e Rbm8a H2az1 Lmo4 Dctn3 Anp32b Alad Rps6 Pdzk1ip1 Uqcrh Urod Elovl1 Ybx1 Eif3i Atpif1 Dnajc8 Cd52 Rhd Rsrp1 Syf2 Clic4 Rpl11 E2f2 Necap2 Gnb1 Mrpl20 Aurkaip1 Ube2k Jchain Rplp0 Prkab1 Rpl6 Arpc3 Ran Chchd2 Cldn13 Znhit1 Tsc22d4 Ppp1r35 Lamtor4 Arpc1b Pdap1 Bud31 Alox5ap Arf5 Abcg2 Capg Tmsb10 Mthfd2 Cct7 Rpl32 Clec4a2 Phb2 Mrpl51 Cd9 Rps9 Rpl28 Ube2s Rps5 Chmp2a Tmem160 Ap2s1 Pglyrp1 Ethe1 Rps19 Blvrb Ech1 Eif3k Tbcb Rbm42 Emc10 Rps11 Rpl13a Emp3 Mrgpra2b Rps3 Lamtor1 Eif3f Psmd13 Ifitm2 Ifitm1 Rnh1 Rplp2 Cope Uba52 Fkbp8 Lsm4 Jund Rpl18a Use1 Pgls Sin3b Gypa Ndufb7 Ddx39a Lyl1 Calr Prdx2 Hp Cotl1 Cox4i1 Cyba Rpl13 Cdc37 Cdkn2d Hmbs Rexo2 Cox5a Pkm Rplp1 Arpp19 Twf2 Rpl29 Manf Shisa5 Ngp Rpsa Rpl14 Abhd5 Rbm3 Idh3g Rpl10 Rps4x Tmsb4x TABULA_MURIS_SENIS_MARROW_LATE_PRO_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_LATE_PRO_B_CELL_AGEING Ptpn18 Eef1b2 C130026I21Rik Ptma Hes6 Cacybp Mpc2 Sdhc Hsd11b1 Sar1a Chchd10 Rrp1 Bsg Gpx4 Atp5d Rps15 Map2k2 Mrpl54 Tle5 Lyz2 Tmbim4 Nabp2 Myl6 Bloc1s1 Selenom Mrps24 Uqcrq Hint1 Igtp Rnasek Psmb6 Pfn1 Nme2 Nme1 Col1a1 Cisd3 Dnajc7 Rpl27 Mrpl58 Atp5h Mrpl12 Arhgdia Sdc1 Laptm4a Pqlc3 Rps7 Rhoj Npc2 Tmed10 Calm1 H2bc4 Nol7 Ninj1 Prelid1 Dok3 Ndufs6 Selenok Dad1 Lrp10 Psmb5 Psme1 Psme2 Nedd8 Mrpl57 Tpt1 Ndufb9 Eef1d Txn2 Ift27 Smdt1 Tspo Tmbim6 Atg101 Pfdn5 Prr13 Dgcr6 Retnlg Rpl24 Ifnar2 Gtf2h5 Elob Ndufb10 Cuta Rps10 Snrpc BC004004 Ndufv3 Pfdn6 Rps18 Psmb8 H2-Aa Lsm2 Csnk2b Ppp1r11 H2-M3 Mea1 Tomm6 Myl12a Epcam Reep5 Rps14 Rpl17 Ier3ip1 Cdk2ap2 Pold4 Drap1 Cfl1 Rnaseh2c Fam89b Fau Prdx5 Fkbp2 Cox8a Plaat3 Slc3a2 Fth1 AW112010 Ostf1 Ndufb8 Mrpl43 Edf1 Swi5 Bbln Lcn2 Ndufa8 Ndufs3 Spi1 Trp53i11 Srp14 B2m Cst3 Dynlrb1 Eif6 Scand1 Manbal Slpi Sdc4 Zbp1 Psma7 Adrm1 Car2 Naxe Lamtor2 Jtb S100a6 S100a8 S100a9 Psmb4 Psmd4 Sf3b4 H2ac18 Aimp1 Lmo4 Dctn3 Alad Dmac1 Uqcrh Rps8 Atp6v0b Eif3i Tmem234 Atpif1 Stmn1 Syf2 Rpl11 Necap2 Park7 Aurkaip1 Pebp1 Arpc3 Arl6ip4 Znhit1 Ppp1r35 Arpc1b Atp6v1f 1810058I24Rik Tmem176a Vamp8 Tmsb10 Tex261 Edem1 Phb2 Grcc10 Mlf2 Ccnd2 H2aj Rps9 Rps5 Chmp2a Selenow Tmem160 Ap2s1 Kcnn4 Cd79a Rabac1 Pafah1b3 Exosc5 Blvrb Gmfg Mrps12 Nfkbib Eif3k Spint2 Tbcb Etfb Emc10 Akt1s1 Rps11 Rpl13a Ftl1 Rpl18 Klf13 Rps3 Mrpl17 Rpl27a Ypel3 Rplp2 Tssc4 Tm2d2 Ndufa13 Cope Ssbp4 Lsm4 Jund Ccdc124 Babam1 Pgls Sin3b Ndufb7 Gadd45gip1 Hp Cotl1 Cox4i1 Map1lc3b Rpl13 Eif3g Cdc37 Elof1 Atp5l Pkm Rplp1 Arpp19 Gpx1 Tma7 Camp Ngp Ndufb11 Ssr4 Plp1 Tmsb4x TABULA_MURIS_SENIS_MARROW_MACROPHAGE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_MACROPHAGE_AGEING Ptma Hes6 Dtymk Dbi Fcer1g Degs1 Cd24a Psap Chchd10 Bsg Atp5d Cirbp Ndufs7 Timm13 Map2k2 Tle5 Mrpl42 Selenom Nhp2 Eif5a Psmb6 Pfn1 Slfn2 Wfdc21 Phb Atp5g1 Psmb3 Fam104a Mrpl58 Syngr2 Arhgdia Rrm2 Acp1 Psmc1 Calm1 Hsp90aa1 Siva1 Crip1 Tmem14c Rab24 Prelid1 Tmed9 Tgfbi Lgals3 Pabpn1 Mtdh Ndufb9 Cyc1 Txn2 Ncf4 Tomm22 Smdt1 Tspo Prr13 Nubp1 Ranbp1 Parl Retnlg Mrpl18 Srrm2 Elob Pgp Ndufb10 Msrb1 Snrpc Pim1 H2-DMb1 Psmb8 Clic1 Ddx39b Ccnd3 Trem3 Ralbp1 Emilin2 Reep5 Ppp1ca Cfl1 Fkbp2 AW112010 Ssna1 Edf1 Lcn2 Psmd14 Psmc3 Spi1 Mrps26 Eif2s2 Eif6 Scand1 Slpi Ptpn1 Exosc8 S100a4 S100a6 S100a8 S100a9 Psmb4 Psmd4 Anp32e Chil3 Lamtor5 Lmo4 Anp32b Prdx1 Atp6v0b Snhg3 Atpif1 Cd52 Syf2 Necap2 Mrpl20 Jchain Hnrnpd Srsf9 Gnb2 Lamtor4 Arpc1b Pdap1 Cycs Tmsb10 Tex261 Emg1 Phb2 Ptpn6 Mrpl51 Arhgdib Ube2s Chmp2a Ube2m Tmem160 Ap2s1 Pglyrp1 Exosc5 Mrps12 Tbcb Dmkn Rpl13a Ftl1 Bax Rpl18 Emp3 Ldha Ctsc Coro1a Aldoa Ifitm2 Ifitm1 Ifitm3 Ifitm6 Mcemp1 Nr2c2ap Lsm4 Ifi30 Ddx39a D8Ertd738e Tmem208 Psmd7 Hp Cyba Aprt Rpl13 Cdkn2d Elof1 Psma4 Cox5a Pkm Ciao2a Anxa2 Tmed3 Twf2 Camp Ngp Ltf Rpl14 Rbm3 Naa10 Tmsb4x TABULA_MURIS_SENIS_MARROW_MATURE_ALPHA_BETA_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_MATURE_ALPHA_BETA_T_CELL_AGEING Smap1 Ptpn18 Mrpl30 Eif5b Nck2 Ndufb3 Sumo1 Cul3 Sp110 Ptma Eif4e2 1810006J02Rik Dbi R3hdm1 Ubxn4 Cxcr4 Pigr Mdm4 Kif21b Rgs1 Tpr Cacybp Sdhc Pfdn2 Cd84 Mndal Ifi203 Adss Wdr26 Sf3b5 Abracl Hbs1l Epb41l2 Rwdd1 Tspyl4 Hk1 Trappc10 Bsg Rnf126 E130317F20Rik Gpx4 Cirbp Ndufs7 Dazap1 Abhd17a Plekhj1 Oaz1 Timm13 Tle5 Hsp90b1 Ndufa12 Ppp1r12a Lyz2 Llph Ddit3 Nab2 Nabp2 Bloc1s1 Uqcr10 Mrps24 Purb Ddc C1d Sertad2 Mdh1 Pttg1 Skp1 Tnip1 Atox1 Sap30l Zkscan17 Tom1l2 Flii Ubb Ubb-ps Mmgt2 Stx8 Naa38 Fxr2 Gabarap Phf23 Pelp1 Med11 Pfn1 Pafah1b1 Supt6 Ift20 Slfn2 Ccl5 Ccl3 Ccl4 Synrg Dynll2 Cox11 Fam117a Snf8 Atp5g1 Skap1 Mien1 Smarce1 Lsm12 Arhgap27 Map3k3 Psmc5 Prkca Fam104a Grb2 H3f3b Wbp2 Tmc8 Anapc11 Cenpx Cd7 Rab10os Asxl2 Pum2 Ap4s1 Eapp Baz1a Psma6 Pnn Fkbp3 Ppm1a Vti1b Srsf5 Sipa1l1 Ptgr2 Npc2 Arel1 Tmed10 Calm1 Evl Lgals8 Mrs2 Eef1e1 Pak1ip1 Nol7 Ranbp9 Jarid2 Kdm1b Susd3 Secisbp2 Nop16 Higd2a Tmed9 Hnrnpa0 Idnk Ice1 Ndufs6 Tmem167 Tnpo1 Mrps36 Erbin Zswim6 Gzmk Pdhb Thoc7 Nr1d2 Saysd1 Mrps16 Anxa11 Selenok Lgals3 Pabpn1 Zfhx2 Psme1 Ints6 Bnip3l Rhobtb2 Esd Zc3h13 Wbp4 Pcdh9 Mycbp2 Rbm26 Dnajc3 Stk24 Ggact Card6 Fyb Sub1 Mtdh Nsmce2 Ptp4a3 Eef1d Cyc1 Sharpin Txn2 Tomm22 Cbx7 Grap2 Tob2 Celsr1 Zcrb1 Pphln1 Hdac7 Ddx23 Smarcd1 Pfdn5 Prr13 Atp5g2 Nlrc3 Ubald1 Usp7 Socs1 Pi4ka Pak2 Lrch3 Tigit Ltn1 Pigp Rnaset2b Sod2 Pdcd2 Elob Atp6v0c Ndufb10 Eme2 Gnptg Atp6v0e Cuta Snrpc Srpk1 1700097N02Rik U2af1 Brd4 Pfdn6 H2-K1 Psmb9 Psmb8 H2-Ab1 H2-Eb1 Gpsm3 Lsm2 Clic1 Bag6 Ltb H2-D1 Ppp1r18 Ppp1r10 Ppp1r11 Polr1h Cenpq Ubr2 Tomm6 Micos13 Mllt1 Myl12a Lbh Crim1 Cript Ttc7 Calm2 Snrpd1 AW554918 Map3k2 Reep5 Kdm3b Sra1 Ik Hars Diaph1 Eno1b Tcof1 Chmp1b Mbd1 Smad7 Nfatc1 Mbp Cdk2ap2 Tmem134 Ptprcap Tbc1d10c Clcf1 Pold4 Sf3b2 Banf1 Drap1 Cfl1 Rnaseh2c Fam89b Malat1 Syvn1 Znhit2 Ccdc88b Prdx5 Cox8a Plaat3 Polr2g Ubxn1 B3gat3 Fth1 AW112010 Ms4a4b Ms4a6b Patl1 Abhd17b Dock8 Plgrkt Ndufb8 Mrpl43 Npm3 Ldb1 Sfr1 Smc3 Rab11fip2 Mindy3 Mllt10 Apbb1ip Mrpl41 Med27 Set Kyat1 Prrc2b Swi5 Zbtb43 Ndufa8 Ppig Ssb Atf2 Zc3h15 Ndufs3 Dgkz Rtf1 Mfap1b Mfap1a B2m Mrps26 Snrpb2 Cst7 Eif2s2 Scand1 Zfp335 Ncoa5 Ube2v1 Psma7 Adrm1 Lime1 Mtfr1 Phc3 Setd7 Exosc8 Siah2 P2ry12 Sh2d2a 1700113A16Rik Lamtor2 Ubqln4 Fam189b Krtcap2 Ube2q1 S100a13 S100a6 S100a11 Mrpl9 Psmd4 Ciart Anp32e Sf3b4 Cd2 Rsbn1 AI504432 Prpf38b Gar1 Rpl34 Aimp1 Bcl10 Zranb2 Nsmaf Dctn3 Zcchc7 Anp32b Sec61b Tex10 Gng10 Atp6v1g1 Dmac1 Psip1 Tm2d1 Usp24 Scp2 Zyg11b Nasp Svbp Ybx1 Zc3h12a Ncdn Zmym4 Zscan20 Zcchc17 Taf12 Arid1a Crybg2 Zfp593 Tmem50a Rsrp1 Syf2 Lypla2 Ubr4 Ddi2 Plod1 Thap3 Klhl21 Kcnab2 Cdk11b Aurkaip1 Ube2j2 Sdf4 Tnfrsf18 Krit1 Sri Abcb1b Tmem243 Dmtf1 Dnajc2 Slc5a6 Smim20 Ube2k Rhoh Hopx Utp3 Hnrnpd Zfp644 Dr1 Pop5 Dynll1 Pebp1 Arpc3 Bcl7a Denr Sfswap Chchd2 Gtf2i Gnb2 Ppp1r35 Cops6 Lamtor4 Ttyh3 Foxk1 Arpc1b Pdap1 Cpsf4 Wdr95 Arf5 Atp6v1f 1810058I24Rik Gimap9 Gimap7 Tmem176b Tmem176a Tra2a Cycs Tax1bp1 Lsm5 Tmsb10 Bola3 Dusp11 Tmf1 Arl6ip5 Itpr1 Setd5 Arpc4 Brk1 Vgll4 Lag3 Cd27 Ccnd2 9330179D12Rik Cd69 H2aj Wbp11 Arhgdib Cnot3 Tmem238 Zfp865 Zfp444 Chmp2a Ube2m Selenow Nop53 Bicra Bbc3 Tmem160 Ap2s1 Calm3 Pglyrp1 Vasp Rabac1 Gsk3a Exosc5 Hnrnpul1 Rab4b Snrpa Psmc4 Fbl Rps16 Mrps12 Nfkbib Hnrnpl Capns1 Aplp1 Psenen Rbm42 Fxyd5 Pdcd5 Nkg7 Klk8 Emc10 Scaf1 Rpl13a Cd37 Ftl1 Siglech Klf13 Selenos Mrpl46 Zfp592 Rsf1 Slco2b1 Spcs2 Ucp2 Stim1 Lat Sgf29 Ino80e Pagr1a Spn Bcl7c Stx4a Plekha1 Glrx3 Pkp3 Ifitm10 Lsp1 Ing1 2610005L07Rik Tacc1 Dctn6 Frg1 Atp13a1 Ndufa13 Nr2c2ap Ssbp4 Lsm4 Jund Rab8a Eps15l1 Mri1 Gadd45gip1 Trir Adcy7 Ogfod1 Psmb10 Ddx28 Terf2 Psmd7 Dhx38 Cfdp1 Cotl1 Cox4i1 Cyba Disc1 Coa6 Cwc15 Zfp426 Ubl5 Acp5 Rp9 Vps11 Bcl9l Atp5l Cd3g Ube2q2 Tspan3 Cox5a Trip4 Rfx7 Mapk6 Slc25a36 Faim Rbm15b Ndufaf3 Shisa5 Tma7 Gpd1l Tmem42 Prickle3 Timm17b Rbm3os Mcts1 Sh2d1a Naa10 Emd Fam50a Eif2s3x Med12 Cxcr3 Atrx Gpr174 Bex3 Zrsr2 Tmsb4x TABULA_MURIS_SENIS_MARROW_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_CELL_AGEING Fcer1g Rps7 Lgals3 Rpl8 Tspo Retnlg Rpl24 Rps18 H2-K1 H2-D1 Rps14 Rpl17 Malat1 Fth1 Rpl35 Slpi S100a6 Orm1 Rps6 Rps8 Cd52 Rsrp1 Jchain Rpl32 Rps9 Pirb Rps19 Tyrobp Ffar2 Rpl13a Mrgpra2b Ifitm2 Ifitm3 Ifitm6 Mcemp1 Rpl18a Cox5a Camp Rbm3 Rpl10 TABULA_MURIS_SENIS_MARROW_MONOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_MONOCYTE_AGEING Cfh Gas5 Cd24a Prtn3 Elane Rpl41 Rps26 Wfdc17 Wfdc21 Abi3 Gngt2 Prelid1 Rpl3 Tuba1b Retnlg App Rps28 Rps18 H2-DMb1 H2-Ab1 H2-Aa H2-Eb1 Tubb5 Ap3s1 Cd74 AW112010 Lcn2 Rpl35 Pdia3 Sirpb1c S100a8 S100a9 Eif3i Rsrp1 Jchain Rplp0 Mdh2 Tmem176b Tmem176a Gapdh Apoc2 Apoe Rps19 Ldha Ifitm2 Ctsd Ifi30 Camp Ngp Ltf Rpl14 Rbm3 Ssr4 Rpl36a TABULA_MURIS_SENIS_MARROW_NAIVE_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_NAIVE_B_CELL_AGEING Ccdc115 Sp110 Itm2c Ptma Eif4e2 Ramp1 Ndufa10 Dtymk Tmem9 E330020D12Rik Acbd6 Creg1 Sdhc Fcer1a Mtarc2 Lilrb4a Mif Rrp1 Bsg Prtn3 Elane Atp5d Cirbp Tle5 Slc25a3 Ndufa12 Nap1l1 Lyz2 Tmbim4 Cdk4 Cnpy2 Pa2g4 C1d Mdh1 Rtn4 Npm1 Rack1 Nhp2 Hint1 Tmem256 Eif5a Psmb6 Pfn1 C1qbp Txndc17 Wfdc21 Mpo Nme2 Nme1 Grn Psmc5 Fam104a Mrpl58 Grb2 Syngr2 Birc5 Lgals3bp Mrpl12 Arhgdia Rps7 Wdr89 Vti1b Erh Npc2 Psmc1 Calm1 Ifi27 Adssl1 Tmem14c Prelid1 Dok3 Tmed9 Mrpl36 Rtraf Adk Vdac2 Tmem254 Lgals3 Mrpl52 Psmb5 Psme1 Psme2 Ctsb Itm2b Esd Sub1 Mtdh Eef1d Grina Vps28 Txn2 Rac2 Lgals1 H1f0 Rpl3 Atxn10 Creld2 Prr13 Atp5g2 Nfe2 Copz1 Litaf Cebpd Sdf2l1 Ranbp1 Comt Retnlg Atp5o Rnaset2b Antkmt Cuta Uqcc2 Snrpc BC004004 H2-K1 H2-Ke6 Psmb9 Psmb8 Clic1 Csnk2b Ddx39b H2-D1 Flot1 Hsp90ab1 Tomm6 Plin3 Ndufv2 Calm2 Reep5 Tnfaip8 Sec11c Ndufs8 Coro1b Ptprcap Pold4 Sf3b2 Cfl1 Prdx5 Fkbp2 Bscl2 Ubxn1 Fth1 AW112010 Ms4a6c Ms4a6b Ms4a3 Gsto1 Rsu1 Vim Commd3 Phpt1 Swi5 Atp5g3 Psmc3 Emc7 B2m Cst3 Scand1 Rab5if Pkig Slpi Ptpn1 Ctsz Psma7 Adrm1 Anxa5 Rps3a1 Cks1b S100a1 S100a6 S100a8 S100a9 Psmd4 Phgdh Gstm1 Psma5 Cd72 Glipr2 Anp32b Txn1 Cdkn2c Akr1a1 Atp6v0b Ybx1 Psmb2 Eif3i Atpif1 Dnajc8 Tmem222 Stmn1 Capzb Sdhb Efhd2 Srm Acot7 Tyms Ube2k Jchain Crlf2 Rplp0 Pebp1 Rpl6 Aldh2 Arpc3 Denr Lat2 Mdh2 Znhit1 Ap1s1 Lamtor4 Bri3 Arpc1b Pomp Tmem176b Cycs Serbp1 Capg Tmsb10 Tex261 Arpc4 Phb2 Tpi1 Ptms Gapdh Mrpl51 Cd9 Chmp2a Nop53 Tmem160 Ap2s1 Vasp Trappc6a Apoe Kcnn4 Pafah1b3 Exosc5 Rab4b Snrpa Blvrb Psmc4 Ech1 Eif3k Psmd8 Tbcb Tyrobp Pepd Nkg7 Etfb Napsa Rpl13a Snrnp70 Ftl1 Emp3 Ldha Htatip2 Idh2 Rps3 Spcs2 Lamtor1 Eif3f Lat Aldoa Spn Pycard Glrx3 Echs1 Ifitm2 Ifitm1 Ifitm3 Lsp1 Vdac3 Hpf1 Cope Fkbp8 Ssbp4 Jund Ccdc124 Mvb12a Ndufb7 Tecr Gadd45gip1 Prdx2 Trir Herpud1 Adgrg1 Psmb10 Psmd7 Hp Cfdp1 Cotl1 Cyba Rpl13 Tomm20 Itgb1 Ciao2a Anxa2 Tmed3 Uqcrc1 Camp Cmtm7 Plp2 Rbm3 Slc25a5 Ube2a Xist TABULA_MURIS_SENIS_MARROW_NAIVE_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_NAIVE_T_CELL_AGEING Dbi Fcer1g Ccl6 Wfdc21 Crip1 Lgals3 Tspo Atg101 Retnlg Son Rps18 H2-D1 Lrg1 Cd74 Malat1 Ms4a3 Lcn2 Slpi S100a6 S100a8 S100a9 Vcam1 Atp6v1g1 Cd52 Rsrp1 Jchain Gdf3 Clec4a2 Cd9 Pglyrp1 Rps19 Tyrobp Hcst Dmkn Ffar2 Fxyd5 Mrgpra2b Ifitm2 Ifitm3 Ifitm6 Mcemp1 Prdx2 Cyba Camp Ngp Ltf Rbm3 TABULA_MURIS_SENIS_MARROW_PRECURSOR_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_PRECURSOR_B_CELL_AGEING Eef1b2 Ptma Ramp1 Hes6 Gpr25 Bsg Elane Cirbp Tbxa2r S1pr4 Tle5 Rack1 Pfn1 Wfdc21 Arhgdia Rps7 Npc2 Crip1 Tmed9 Macroh2a1 Tmem254 Eif3h Ly6d Rpl8 Rpl3 Tspo Itgb7 Prr13 Ubald1 Retnlg Rpl24 Elob Rps10 Snrpc Rpl10a Rps18 Psmb8 H2-Ab1 H2-Aa Clic1 Cox7a2l Cd74 Rpl17 Ndufs8 Ptprcap Cfl1 Prdx5 Fth1 AW112010 Ostf1 Atp5c1 Vim Rpl7a Lcn2 Rpl35 Psmc3 Spi1 Raly Pkig Slpi Sys1 Psma7 Rps3a1 S100a6 S100a8 S100a9 Psmd4 Chil3 Rps20 Clta Gng10 Cdkn2c Akr1a1 Ak2 Atpif1 Hmgn2 Rpl11 Capzb Sdhb Gnb1 Jchain Selplg Rplp0 Rpl6 Erp29 Arpc3 Fis1 Lamtor4 Arpc1b Hmgb1 Capg Tmsb10 Rpl32 Gapdh Klrd1 Arhgdib Rps9 Rps5 Selenow Nop53 Ap2s1 Rps19 Eif3k Fxyd5 Napsa Rps11 Rpl13a Rpl18 Rps3 Eif3f Coro1a Ypel3 Ifitm2 Rplp2 Cope Pgls Tecr Cox4i1 Irf8 Rpl13 Ubl7 Rpl4 Uqcrc1 Camp Ngp Ltf Cmtm7 Rpsa Rpl14 Rbm3 Cfp Rps4x Tmsb4x TABULA_MURIS_SENIS_MARROW_PROERYTHROBLAST_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_PROERYTHROBLAST_AGEING Cox5b Tuba4a Ptma Rgs2 Tagln2 Lta4h Cd63 Ppia Atp5h H3f3b Rps7 Rpl36al Calm1 Serpinb1a Cks2 Cebpe Rpl8 Rpl3 Stfa2l1 Cstdc4 Atp5j Son Fpr2 Rps2 Ndufb10 Rpl10a Rps18 Kif5b Rps14 Malat1 Anxa1 Fcnb Lcn2 Rpl35 B2m AA467197 Il1b Top1 Rpl22l1 S100a6 Chil3 H2az1 Cpne3 Orm1 Rps8 Atpif1 Hmgn2 Cenpa Jchain Rpl6 Chchd2 Lamtor4 Hmgb1 Ndufa4 Rpl32 Rps9 Rps5 Rps19 Emp3 Mrgpra2b Rps17 Ifitm2 Hmgb2 Ndufb7 Cyba Rpl13 Camp Ngp Ltf Rbm3 Cybb Rpl10 TABULA_MURIS_SENIS_MARROW_PROMONOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_MARROW_PROMONOCYTE_AGEING Rgs2 Cd24a Srgn Mif Prtn3 Cirbp Mrpl54 Mrps24 Rps27a Psmb6 Wfdc17 Wfdc21 Nme2 Nme1 Gngt2 Atp5g1 Erh Calm1 Serpinb1a Tmed9 Ctsl Nedd8 Ndufb9 Rpl8 Rpl3 Prr13 Retnlg Rps2 Pim1 Rps18 H2-K1 H2-DMb1 Psmb8 H2-Ab1 H2-Aa Trem2 Cd74 Cfl1 Malat1 Fth1 AW112010 Ms4a6d Lcn2 Spi1 Scand1 Ptpn1 Rps3a1 S100a8 S100a9 Psmb4 Rps6 Psmb2 Atpif1 Rpl11 Park7 Mrpl20 Rpl9 Jchain Rpl6 Mdh2 Tmem176b Tmem176a Phb2 Cd9 Rps9 Chmp2a Tmem160 Pglyrp1 Apoc2 Apoe Tbcb Dmkn Etfb Rpl13a Ldha Selenos Rps3 Nupr1 Pycard Ifitm2 Ifitm6 Ifi30 Calr Prdx2 Hp Map1lc3b Cyba Rpl13 Cox5a Camp Ngp Ltf Rpl14 Rbm3 TABULA_MURIS_SENIS_PANCREAS_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_ENDOTHELIAL_CELL_AGEING Pi15 Rpl31 Trak2 Nbeal1 Klf7 Arpc2 Ptma Ilkap Per2 Ubxn4 Arl8a Dnm3 Sdhc Myct1 Ginm1 Marcks Col13a1 Bicc1 Col6a2 Bsg Abhd17a Oaz1 Hmg20b Gna11 Tle5 Tmem263 Dcn Osbpl8 Thap2 Pa2g4 Sarnp Cd63 Selenom Sertad2 Rps27a Fnip1 Ncor1 Ubb-ps Pmp22 Kdm6b Eif5a Pfn1 Ywhae Nxn Hlf Ppp1r9b Abi3 Tbkbp1 Stard3 Rab5c Cavin1 Rpl27 Meox1 Dusp3 Fam104a Rpl38 Sumo2 H3f3b Arhgdia Laptm4a Rps7 Rhoj Srsf5 Psmc1 Cdk13 Tspan17 Hnrnpa0 Ctsl Ptdss1 Mef2c Cox7c Tbca Arf4 Selenok Tspan14 Styx Rnase1 Zdhhc20 Dpysl2 Tpt1 Tsc22d1 Ednrb Rbm26 Rpl37 Sub1 Trio Phf20l1 Rpl8 1110038F14Rik Gga1 Rpl3 Atf4 Hdac10 Hdac7 Rnd1 Smagp Acvrl1 Tamalin Nr4a1 Rarg Pfdn5 Pcbp2 Ubald1 Pmm2 Abcc5 Hes1 Rpl24 Sod1 Rnaset2b Tmem204 Dusp1 Rps10 Snrpc Rpl10a Tff2 Zfp955b Tnxb Lsm2 Ier3 Tomm6 Rpl36 Cdc42ep3 Map3k2 Reep5 Egr1 Taf7 Ppic Rps14 Csf1r Drap1 Ccdc85b Cfl1 Zfand5 Nkx2-3 Abi1 Set Lrrc8a Rab14 Rbms1 Dync1i2 Rapgef4 Phf21a Ext2 Ccdc9b Ehd4 Mall Anapc1 Polr3f Map1lc3a Dlgap4 Kcnb1 Ube2v1 Rab22a Adrm1 Sox18 Skil P2ry12 Glt28d2 Rps3a1 Ube2q1 Tpm3 Rps27 Plekho1 Sf3b4 Magi3 Rhoc Csf1 Gstm1 Ccn1 Adgrl2 Pnrc1 Dnaja1 Clta Anp32b Pakap Nfib Rps6 Nsun4 Prdx1 Rps8 Ybx1 Zmym4 Hdac1 Dnajc8 Map3k6 Syf2 Rpl11 Nbl1 Hspb7 Plekhm2 Cela2a Thap3 Rpl22 Gnb1 Ube2j2 Srpk2 Rheb Htt Rpl9 Smim14 Slc30a9 Anxa3 Rpl5 Ttc28 Pla2g1b Rplp0 Prkab1 Pebp1 Rpl6 Sfswap Ppp1r35 Zkscan1 Bri3 Ica1 Cpa1 Tra2a Tmsb10 Tex261 Mgll Lmcd1 Arpc4 Atp6v1e1 Ptms Tnfrsf1a Gabarapl1 Rps9 Ube2m Selenow Nop53 Cic Rps16 Zfp36 Sycn 2200002D01Rik Scn1b Cebpg Rpl13a Snrnp70 Ftl1 Dbp Ube3a Klf13 Rps17 Zfand6 Eed Picalm Rps3 Ilk Eif3f Ppp4c Taok2 Zg16 Stx4a Fus Ifitm2 Taldo1 Rplp2 Cd151 Chid1 Efnb2 Naxd 2610005L07Rik Uba52 Jund Rpl18a Ushbp1 Abhd8 Ier2 Junb Ctrl Psmd7 Gabarapl2 Cdyl2 Cbfa2t3 Rpl13 Smco4 Cdc37 Rdx Man2c1 Pkm Rpl4 Oaz2 Senp6 Morf4l1 Plscr2 Shisa5 Rpsa Rpl14 Rpl39 Fmr1 Cetn2 Gdi1 Rps4x TABULA_MURIS_SENIS_PANCREAS_LEUKOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_LEUKOCYTE_AGEING Atf3 Bsg Tle5 Pa2g4 Arrb2 Abi3 Ppy Limd2 Rnase1 Cela1 Prr13 Hcls1 Snrpc Clps Rgl2 Ppp1r18 Yipf3 Calm2 Cfl1 Ubxn1 Pnliprp1 Csf2ra Spi1 Ptpn1 Cpb1 Dnttip2 Gtf2b Cela3b Cela2a Gnb1 Cpa1 2210010C04Rik Try4 Try5 Prss2 Reg1 Ptms Sycn Rpl13a Klf13 Nupr1 Zg16 Jund Ctrl Ctrb1 Cotl1 Rpl13 TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_ALPHA_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_ALPHA_CELL_AGEING Inpp4a Eef1b2 Itm2c Ptma Btg2 Atf3 Bsg Cirbp Tle5 Slc25a3 Myl6 Xbp1 Ddc Rack1 Arf1 Rasd1 Ubb Ubb-ps Kdm6b Eif5a Tob1 Ppy Pyy H3f3b Lgals3bp Arhgdia Dbpht2 Srsf5 Fos Ifi27 Hsp90aa1 H1f2 Scgn Ssr1 Nfil3 Tmed9 Rnase1 Dpysl2 Tsc22d1 Rbm26 Cox6c Tuba1a Cela1 Krt8 Krt18 Copz1 Tra2b Sod1 Stub1 Dusp1 Clps Cdkn1a Clic1 Tubb5 Trem2 Qpct Cox7a2l Calm2 Sf3b2 Cfl1 Fth1 Sfrp5 Pnlip Pnliprp1 Tubb4b Map1lc3a Rbm39 Snhg11 Sdc4 Cpb1 Rps3a1 4933434E20Rik Klf4 Jun Hmgn2 C1qa Cela3b Ece1 Cela2a Gnb1 Steap4 Psmc2 Mapre3 Rplp0 Pebp1 Rpl6 Ubc Cldn4 Cpa2 Cpa1 2210010C04Rik Try4 Try5 Prss2 Reg1 Pcbp1 Ptms Ccnd2 Ube2s Calm3 Fosb Tomm40 Psmc4 Zfp36 Sycn Mrps12 Tbcb Emc10 Ptov1 Rpl13a Ppp1r15a Kdelr1 A330076H08Rik Selenos Rps3 Sez6l2 Cd81 Arglu1 Fkbp8 Jund Klf2 Prkaca Ier2 Junb Herpud1 Ctrl Ctrb1 Cotl1 Rpl13 Igsf9b Rpl4 C2cd4b Eef1a1 Rpl14 Hhatl Pcsk1n Rps4x TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_BETA_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_BETA_CELL_AGEING Inpp4a Clk1 Unc80 Ptprn Gmppa Kif1a Btg2 Fmo1 Pycr2 Eprs Psap Rhobtb1 Cirbp Map2k2 Nfic Tle5 Socs2 Gns Dtx3 Mbd6 Ddit3 Ddc Adamts2 Guk1 Rasd1 Ncor1 Ubb Ubb-ps Kdm6b Acly Ddx5 Prkca H3f3b Srsf2 Socs3 Actg1 Mafg Ncoa1 Srsf5 Syndig1l Fos Chga Serpina3i Meg3 Rian Ckb Ptprn2 Ucn3 Zscan26 H1f2 Phactr1 Rnf182 Gadd45g Tmed9 Map1b Isl1 Nisch Zfhx2 Carmil3 Tsc22d1 Mycbp2 Rbm26 Matn2 Ndufb9 Peg13 Zc3h3 Mapk15 Ddx17 Tuba1a Cela1 Eif4g1 Golgb1 Nfkbiz Son Ttc3 Srrm2 Igfals Baiap3 Fbxl16 Dusp1 Phf1 Clps Ddx39b Foxp4 Efna5 Srsf7 Pkdcc Impact Egr1 Zfp516 Tshz1 Chka Cdk2ap2 Pcx Sf3b2 Cfl1 Malat1 Neat1 Syt7 Lrrc10b Ddb1 Papss2 Ins1 Csf2ra Gpsm1 Ptpa Hspa5 Gm13498 Pkp4 Gad1 Neurod1 Madd Disp2 Ivd Prnp Pcsk2 Insm1 Nkx2-2 Rbm39 Snhg11 Cebpb Slc2a2 Sertm1 Siah2 Insrr Celf3 Ank2 Hadh Chd7 Pnisr Tmem215 Kif12 Jun Fam151a Echdc2 Rsrp1 Nipal3 C1qa Wnt4 Ece1 Cela2a Srm Kcnh2 2900005J15Rik Emilin1 Preb Wfs1 Nkx6-1 Ttc28 Sez6l Grk3 Pebp1 Atp2a2 Rsrc2 Ubc Mlxipl Gnb2 Actb Luc7l2 Try4 Prss2 Nap1l5 Tia1 Peg3 Napa Fosb Samd4b Atf5 Ftl1 Abcc8 Nav2 A230057D06Rik A330076H08Rik Selenos Akap13 Prkcb Nupr1 Aldoa Sez6l2 Prss53 Bet1l Ins2 Tssc4 Arglu1 Tmem59l Jund Rab3a Adgrl1 Ier2 Junb Mt2 Mt1 Herpud1 Ctrb1 Cmip Tcf25 Irf2bp2 Shfl Smarca4 Ldlr C2cd4b Ip6k1 Gmppb Ctdspl Nktr Pcsk1n H2ap Xist Erdr1 TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_DELTA_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_DELTA_CELL_AGEING Inpp4a Aamp Wdfy1 Itm2c Rgs16 Sdhc Tomm40l Pea15a Soga3 Fam241b Smarcb1 Pcbp3 Bsg Cirbp Oaz1 Tle5 Tmem263 Slc25a3 Tspan8 Cd63 Rtn4 Arf1 Ubb Ubb-ps Kdm6b Eif5a Cldn7 Ywhae Wipi1 Rab37 H3f3b Wbp2 Lgals3bp Arhgdia Ogfod3 Laptm4a Fkbp3 Dbpht2 Srsf5 Fos Lgmn Ckb Zfyve21 Itgb8 Zscan26 Tubb2b Ssr1 Ninj1 Gadd45g Cltb Tmed9 Ube2e1 Pip4p1 Dpysl2 Tsc22d1 Rbm26 Ly6h Mapk15 Pick1 Aco2 Cela1 Krt8 Prr13 Rogdi Sdf2l1 Pdia5 Sod1 Gnptg Fbxl16 Mettl26 Dusp1 Snrpc Clps Klc4 Calm2 Epcam Impact Celf4 Egr1 Sil1 Txnl4a Coro1b Sf3b2 Drap1 Cfl1 Fam122a Hhex Sfrp5 Golga7b Kazald1 Sfr1 Tubb4b Tmem250-ps Set Ptpa Gsn 1110051M20Rik Scg5 Ddrgk1 Map1lc3a BC029722 Rbm39 Manbal Nnat Sdc4 Ptpn1 Rae1 Adrm1 Hdgf Il6ra Tdrkh Celf3 Rhoc Gstm1 Hadh Ccn1 Srsf11 Pnrc1 Dnaja1 Il11ra1 Jun Tmem59 Rab3b Eri3 C1qa Ece1 Nbl1 Szrd1 Cela2a Ctnnbip1 Gnb1 Rheb Mapre3 Pebp1 Rpl6 Rsrc2 Ccdc92 Ubc Cldn4 Znhit1 Ache Mospd3 Cpa2 Try4 Prss2 Tex261 Hmces Arl6ip5 Depp1 Pex26 Ptms Gabarapl1 Peg3 Zfp36 Alkbh6 Akt1s1 Ptov1 Prrg2 Rpl13a Sult2b1 Ush1c A330076H08Rik Nsmce3 Selenos Nucb2 Sez6l2 Zg16 Hras Cd151 Mob2 Nadsyn1 Arglu1 Polb Ddhd2 Tmem59l Fkbp8 Jund Ccdc124 Abhd8 Dda1 Dnajb1 Ier2 Junb Hook2 Herpud1 Ctrb1 Cotl1 Smco4 Elof1 Fxyd6 Cadm1 C2cd4b Morf4l1 Dusp7 Pcsk1n Slc25a5 Hprt Tceal3 Cltrn TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_POLYPEPTIDE_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_POLYPEPTIDE_CELL_AGEING Ptma Ilkap Sdhc Tagln2 Sobp Ppa1 Smarcb1 Pcbp3 Bsg Abhd17a Tle5 Gal3st1 C1d Mtif2 Erlec1 Ubb Ubb-ps Elp5 H3f3b Jmjd6 Arhgdia Fn3k Trappc6b Med6 Rbm25 Fos Prelid1 Pdhb Sdr39u1 Tsc22d1 Rrm2b St13 Prr13 Sdf2l1 Lsg1 Cfap298 Cbr1 Bace2 Chd1 Stub1 Dusp1 Clps Abcf1 Ppp1r11 Mydgf Rab12 Calm2 Zbtb7c Ppp1ca Sf3b2 Drap1 Cfl1 Papss2 Ssna1 Mmadhc Ssb Nsfl1c Pofut1 Map1lc3a BC029722 Blcap Ctnnbl1 Cstf1 Stmn3 Hdgf Jtb Psmb4 Ppa2 Pnrc1 Gng10 Prdx1 Szt2 Cela2a Agtrap Srm Casz1 Pgd Ociad1 Pebp1 Arpc3 Mospd3 2210010C04Rik Try4 Tex261 Tprkb Lrig1 Syn2 Ptms Ppp5c Foxa3 Klc3 Snrpa Samd4b Alkbh6 Lsr Emc10 Kdelr1 Klf13 Selenos Spcs2 Lamtor1 Tmem219 Ifitm2 Trappc5 Fkbp8 Ssbp4 Jund Rab3a Gab1 Dnajb1 Ier2 Mphosph6 Cotl1 Nudt16 Naa80 Celsr3 Shisa5 Ube2a F8a Tceal9 Tceal3 TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_ACINAR_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_ACINAR_CELL_AGEING Tle5 Mpo 1810007D17Rik Sycn Jund TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_DUCTAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_DUCTAL_CELL_AGEING Eloc Gsta3 Inpp4a Sumo1 Ptma Kdsr Tmem37 Tmem9 Qsox1 Dpt Sdhc F11r Gm20300 Ppa1 Chchd10 Rrp1 Bsg Rnf126 Gpx4 Cirbp Oaz1 Gadd45b Dapk3 Hmg20b Nfic Tle5 Slc25a3 Dtx3 Nabp2 Cd63 Selenom Znrf3 Npm1 Ubb Ubb-ps Lrrc75a Arhgap44 Kdm6b Gps2 Eif5a 0610010K14Rik Pfn1 Spag7 Ywhae Dynll2 Eif1 Rab5c Cavin1 Ifi35 Wbp2 Lgals3bp Arhgdia Anapc11 Laptm4a Rps7 Sptssa Eapp Erh Fos Ifi27 Psma2 Zscan26 Tmed9 Paip1 Selenok ccdc198 Dad1 Tsc22d1 Wbp4 Rbm26 Spry2 Capsl Myo10 Ly6a Txn2 Ift27 Cbx7 Smdt1 Zcrb1 Smagp Krt18 Prr13 Atp5g2 Marf1 Ranbp1 Rtp4 Sod1 Cfap298 Igsf5 Rnaset2b Pdcd2 Ergic1 Snrpc Wiz Zfp414 Pfdn6 H2-K1 Psmb8 Ddah2 Csnk2b H2-D1 H2-Q6 Rpl7l1 Tomm6 C3 Mcfd2 Calm2 Reep5 Pfdn1 Commd10 Eno1b Sf3b2 Drap1 Cfl1 Prdx5 Fkbp2 Macrod1 Fth1 Cpeb3 Hhex Sfrp5 Arl3 Tcf7l2 Pnliprp1 Pnliprp2 Csf2ra Cel Lrrc8a Abl1 Swi5 Lcn2 Gsn Emc7 Rtf1 B2m Adam33 Jag1 Map1lc3a BC029722 Scand1 Manbal Chd6 Sdc4 Dbndd2 Adrm1 Zfp704 Cpb1 Tm4sf1 Kpna4 Rps3a1 Paqr6 S100a16 Vps72 Sf3b4 Polr3gl Ngf Rhoc Gstm2 Gstm1 Fnbp1l Adh1 Lmo4 Gng10 Ambp Lurap1l Ssbp3 Tmem59 Echdc2 Cdkn2c Bend5 Prdx1 2610528J11Rik Ybx1 Sfn Szrd1 Pex14 Thap3 A430005L14Rik Gnb1 Rheb Cytl1 Igfbp7 Rplp0 Pebp1 Rita1 Rpl6 Aldh2 Chchd2 Cldn3 Znhit1 Tsc22d4 Ppp1r35 Lamtor4 Bri3 Rasl11a Pomp Cpa2 Cpa1 Cald1 Ssbp1 Tmem176b Tmem176a Tmsb10 Spr Phb2 Atn1 Ptms Cd9 Ndufa9 Ccnd2 Clec1a Gabarapl1 Mgst1 Ldhb Cdc42ep5 Zfp787 Ube2m Selenow Nop53 Tmem160 Nectin2 Cic Zfp36 Sycn Nfkbib Fxyd1 Akt1s1 Fuz Rpl13a Ftl1 Kdelr1 Nav2 Selenos Nr2f2 Rps3 Nucb2 Nupr1 Mapk3 Ino80e Bcl7c Fus Ifitm2 Ifitm3 Smim19 Nsd3 Nr2c2ap Jund Use1 Bst2 Ier2 Gadd45gip1 Get3 Il34 Gabarapl2 Osgin1 Cyba Rpl13 Irf2bp2 Mmp7 Smco4 Cdc37 Elof1 Bcl9l Plet1 Cryab Etfa Ubl7 Rpl4 Oaz2 C2cd4b Ctsh Morf4l1 Rbp1 Naa80 Ngp Slc25a5 Hprt F8a Bcap31 Emd Gjb1 Sat1 Tmsb4x TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_STELLATE_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_PANCREAS_PANCREATIC_STELLATE_CELL_AGEING Ptma Tle5 Cygb Pltp Gnb1 Ptms Rps4x TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_B_CELL_AGEING Ctla4 C130026I21Rik Itm2c Ptma Tagln2 Atf3 Mcu Psap Bsg Mbd3 Tcf3 Tle5 Arl1 Atp2b1 Nap1l1 Lyz2 Gns Rtn4 Sparc Ubb-ps Gas7 Kdm6b Ywhae Krt14 Acly Grn Fam104a Socs3 Arhgdia Rhob Npc2 Fos Calm1 Lgmn Ifi27 Ppp2r5c Crip2 Crip1 Tubb2a Susd3 Nfil3 Hexb Ctsb Itm2b Tsc22d1 Lgals1 Twf1 Prr13 Comt Rnaset2b Antkmt Ergic1 Snrpc Stk38 BC004004 H2-Q6 Plin3 Reep5 Mzb1 Pmaip1 Tcirg1 Cfl1 Plaat3 Ahnak Ms4a6c Anxa1 Pdlim1 Ndufb8 Calhm2 Dusp5 Vim Psmd14 Ptprj Cd44 Cst3 Hck Tgm2 Ptpn1 Anxa5 P2ry12 Lmna S100a6 Mcl1 Sf3b4 Rap1a Ebna1bp2 Tmem234 Clic4 Gnb1 Cd36 Jchain Crlf2 Aldh2 Rilpl2 Capg Tmsb10 Cd9 Ccnd2 Gm15987 Myadm Ube2m Tmem160 Apoe Cd79a Pafah1b3 Zfp36 Psmd8 Tyrobp Pepd Spib Fcgrt Rpl13a Emp3 Prss23 Ctsd Jund Klf2 Mir24-2 Ier2 Tppp3 Cyba Anxa2 Ctsh Cmtm7 Plp2 TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_ENDOTHELIAL_CELL_AGEING Klf7 Ptma Mapkapk2 Csrp1 Cfh Hlx Marcks Bsg Palm Abhd17a Ap3d1 Zbtb7a Hmg20b Tle5 Rtcb Dcn Lyz2 Nabp2 Cd63 Selenom H2az2 Aff4 Grap Ubb-ps Ctc1 Kdm6b Eif5a Ctdnep1 Rnf167 Pfn1 Ppp1r9b Krt14 Dusp3 Anapc11 Adam17 Dhrs7 Sipa1l1 Irf2bpl Tmed9 Brd9 Arsb Hexb Map3k1 Paip1 Sec24c Dpysl2 Rbm26 Ago2 Grina Maf1 Hdac7 Kmt2b Krt6a Prr13 Snrpc Psmb8 H2-Ab1 H2-Aa Lsm2 Tomm6 Dpp9 Clpp Rnf125 Slc39a6 Reep5 Ecscr Pcdh1 Sncaip Cd74 Csf1r Mbp Gstp1 Rad9a Sf3b2 Cfl1 Ifit2 Egfl7 Lrrc8a Swi5 Fam102a Gsn Plekha3 Serping1 Mall Spef1 Tcf15 Map1lc3a BC029722 Scand1 Norad Lbp Sdc4 Cables2 Lhfp Arhgef2 Efna1 Tpm3 Npr1 S100a16 Ctss Man1a2 Rhoc Cd53 Gstm1 Cyb561d1 F3 Smap2 Gja4 Sdc3 Laptm5 Clic4 Ece1 Ctnnbip1 Gnb1 Mxra8 Msx1 Selplg Coro1c Rnf10 Srsf9 Aldh2 Znhit1 Gigyf1 Bri3 Arf5 Slc37a3 Aqp1 Tacstd2 Tmsb10 Tex261 Ptms Ltbr Cd9 Ccnd2 Mgp Ap2s1 Vasp Apoe Bcl3 Ltbp4 Nfkbib Lgals7 Tbcb Nfkbid Rpl13a Klf13 Tlnrd1 Arl6ip1 Sgf29 Ppp4c Taok2 Zfp771 Bcl7c Cracr2b Ssbp4 Jund Pde4c Bst2 Hmox1 Gadd45gip1 Psmd7 Mbtps1 Crispld2 Smco4 Hyou1 Fxyd6 Zbtb16 Shisa5 Gpr34 C430049B03Rik TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_EPITHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_EPITHELIAL_CELL_AGEING Smap1 Ptp4a1 Rev1 Abi2 Usp40 Phlpp1 Inhbb Dbi Actr3 Mapkapk2 Tmcc2 Sox13 Zbed6 Arl8a Swt1 Arpc5 Cep350 Fmo2 Dcaf6 Mgst3 Tstd1 Enah Brox Angel2 A130010J15Rik Tab2 Cited2 Rwdd1 Mical1 F930017D23Rik Rtn4ip1 Vsir Ddx21 Rufy2 Sirt1 Reep3 Syde1 E130317F20Rik Dazap1 Mbd3 Klf16 Abhd17a Mknk2 Oaz1 Smim24 Tle5 Sirt6 Ric8b Dusp6 Phlda1 Lyz2 Mdm2 Rassf3 Mettl1 Myo1a Stat2 Esyt1 Cdk2 Dgka Mettl7b Rps15a-ps6 Purb Sec61g Ppp3r1 Sertad2 Rel Rtn4 Sptbn1 Hba-a1 Rars Wwc1 Clint1 Trim7 Rufy1 Pdlim4 Lypd8 Ctc1 Borcs6 Kdm6b Camta2 Ncbp3 Tmigd1 Phf12 Rab34 Ccl2 Ap2b1 Car4 Rps6kb1 Dhx40 Mmd Spag9 Ppp1r9b Kat7 Fam117a B4galnt2 Ube2z Kpnb1 Tns4 Krt15 Acly Rab5c Cavin1 Slc4a1 Ccdc43 Cep95 Bptf Grb2 Foxj1 Lrrc45 Sectm1a Ncoa1 Pum2 Kidins220 Dld Scin Strn3 2700097O09Rik Ttc6 Ppm1a Dcaf5 Synj2bp Irf2bpl Calm1 Ckb Cep170b Akr1c12 BC005537 Serpinb1a Gfod1 Nup153 Cplx2 Uimc1 Ccnh Serinc5 Polk Hexb Ppwd1 Il6st Emb Abhd6 Capn7 2610528A11Rik Styx Phf11d Mtmr6 Dpysl2 Lcp1 Zc3h13 Tdrd3 Mzt1 Stk24 Selenop Card6 Rictor Myo10 Ankrd33b Ropn1l Gm12191 Rnf19a Pabpc1 Grhl2 Azin1 Col14a1 Washc5 Pvt1 Cyrib Ptk2 Fam83h Slc39a4 Gpt Apol11b Rac2 Gga1 Cbx7 Tnrc6b Mrtfa Tob2 Aco2 Ttll12 Mapk12 Tuba1b Tuba1a Prr13 Pcbp2 Calcoco1 Smim22 Bfar Ube2v2 Abcc5 Dvl3 Morf4l1-ps1 Opa1 Slc51a Muc13 Fam162a Lrrc58 Ndufs5-ps Nfkbiz Zbtb11 Zfp654 Btg3 Ifnar1 Arid1b Dynlt1f Tmem181c-ps Rnaset2b Tagap Rsph3a Fam120b Chd1 Prss22 Pgp Msrb1 Mapk8ip3 Hmga1 Snrpc Akap8 Rxrb Gpsm3 Agpat1 Hspa1b Ier3 Mep1a Mdfi Slc25a23 Ankrd12 Strn Socs5 Usp14 Impact Sap130 Pura Dele1 Eno1b Tnfaip8 Pcyox1l Ptpn2 Smad4 Mbp Tshz1 Cpt1a Lrp5 Cd248 Cfl1 Map3k11 Macrod1 Spindoc Fth1 Ms4a8a Prune2 Rfk Aldh1a1 Cemip2 Cdc37l1 Papss2 Rbp4 Cyp2c55 Pdlim1 Scd1 Nfkb2 Smndc1 Dusp5 Tcf7l2 Csf2ra Sephs1 9230102O04Rik Dph7 Odf2 Niban2 Ptgs1 Cobll1 Tlk1 Dync1i2 Pdk1 Rbm45 Itprid2 Itgav Ddb2 Cd44 Cat Caprin1 Mpped2 Phgr1 Ivd Ppp1r14d Tmem87a Haus2 Cdan1 Trp53bp1 Ckmt1 AA467197 Bloc1s6 Slc24a5 Myef2 Mal Mtln Bcl2l11 Smox Sdcbp2 Plagl2 Scand1 Samhd1 Ttpal Ywhab Cse1l Adnp Pck1 Pmepa1 Stx16 Gnas Lsm14b Zfhx4 Car1 Car3 Car2 4932438A13Rik Naa15 Setd7 Rap2b Smc4 Golim4 4921511C10Rik S100a8 S100a9 Ivl Pi4kb Prune1 Arnt Ctss Mcl1 C920021L13Rik Anp32e Csde1 Rap1a Gstm5 Tmem167b Lrrc39 Fabp2 Tet2 Ppp3ca Emcn Lmo4 Sh3glb1 Fubp1 Ankrd13c Plekhf2 Cdh17 Wwp1 Aco1 Ube2r2 Fbxo10 Xpa Trim14 Tex10 Rad23b Epb41l4b Ptbp3 Inip Hdhd3 Alad Rgs3 Nfib Zdhhc21 Ttc39b Adamtsl1 Cdkn2b Caap1 Tspan1 Ybx1 Guca2a Smap2 Ndufs5 Mrps15 Map7d1 Bsdc1 Marcksl1 Laptm5 Epb41 Clic4 Mfn2 Eno1 Espn Cdk11b Pex1 Krit1 Abcb1a Nub1 Paxip1 Gtf3c2 Ppp1cb Fbxl5 Adgra3 Dhx15 Anapc4 Rbpj Klf3 Sult1b1 Hnrnpd Ankle2 Pus1 Iscu Selplg Rnf10 Pxn Med13l Brap Ppp1cc Zcchc8 Gtf2h3 Dhx37 Bcl7b Gigyf1 Gnb2 Lamtor4 Fam220a Cdk8 Bmt2 Snd1 Hilpda Smo Akr1b3 Akr1b8 1810058I24Rik Parp12 Cycs Snca Tmsb10 Antxr1 Isy1 Iqsec1 Rbsn Bhlhe40 Atn1 Ptms Chd4 Etv6 Mansc1 Wbp11 Ldhb Gm6654 Cnot3 Leng1 Tmem238 Ube2s Trim28 Ube2m Arhgap35 Ap2s1 Pglyrp1 Ccdc61 Ercc2 Ppp1r37 Apoe Plaur Ethe1 Arhgef1 Lipe Ceacam1 Hnrnpul1 Coq8b Lgals4 2200002D01Rik Scaf1 Snrnp70 Ftl1 Fam83e Saa1 Mtmr10 Furin Whamm Eed Tsku Ucp2 Ampd3 Arntl Aqp8 Sh2b1 Atxn2l Mapk3 Taok2 Bcl7c Fus Tial1 Inpp5f Dmbt1 Ctbp2 Mgmt Prap1 Cdhr5 Map2k7 Tcim Cldn23 Hpf1 Nr2c2ap Jund Gm3336 Jak3 Klf2 Cherp Gypa Man2b1 Vps35 Amfr Bbs2 Ces2a Ces2c Ces2e Nutf2 Nfatc3 Atxn1l Tmem231 Hsd17b2 2310022B05Rik Maml2 Cwc15 Pde4a Slc44a2 Rgl3 Tmem45b Vsig2 Hyou1 Tmprss4 Sidt2 Dlat Ddx10 Calml4 Zfp609 Snx22 Aph1b Gcnt3 Sltm Rab27a Fam214a Fam83b Trf Shisa5 Klhl18 Acaa1b Slc25a38 Zfp445 Prickle3 Otud5 Srpx Tspan7 Gpr34 Zfp182 Vbp1 Tbl1x Eif2s3x Yipf6 Taf1 Alas2 Ubqln2 Txlng Erdr1 TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_MESENCHYMAL_STEM_CELL_OF_ADIPOSE_AGEING Ptma Btg2 Arl8a Phlda3 Tmem9 Cfh Myoc Prrx1 Dpt Akap12 Marcks Ado Mmp11 Bsg Palm Gpx4 Midn Cirbp Oaz1 Gadd45b Nfic Tle5 Timp3 Phlda1 Lyz2 Nabp2 Selenom Aebp1 Igfbp3 Sptbn1 Ebf1 Rack1 Gpx3 Ubb-ps Gas7 Kdm6b Tnfsf12 Hic1 Ywhae Mllt6 Krt14 Rab5c Cavin1 Ramp2 Vat1 Dusp3 Wbp2 Cygb Mxra7 Srsf2 Arhgdia Anapc11 Rhob Osr1 Dact1 Srsf5 Rbm25 Fos Irf2bpl Crip2 Zscan26 Dtnbp1 Gadd45g Cxcl14 Tgfbi Hmgcs1 Il3ra Anxa8 Ndrg2 Clu Dpysl2 Pdlim2 Mycbp2 Rbm26 Lifr Basp1 Grina Txn2 Fbln1 Tamalin Nr4a1 Itgb7 Rarg Prr13 Zfp385a Apod Lrrc58 Gsk3b Pcnp Sod1 Dact2 Srrm2 Atp6v0c Nudt3 Snrpc Cdkn1a H2-Ab1 H2-Aa C4b Hspa1a Clic1 Ddah2 Ier3 Tomm6 Ralbp1 Reep5 Ctnna1 Nr3c1 Iigp1 Cd74 Sf3b2 Drap1 Ccdc85b Cfl1 Gnaq Klf9 Tcf7l2 Gata3 Apbb1ip Set Lrrc8a Aif1l Ptgs1 Chst1 Ddrgk1 Adam33 Prnp Thbd Cst3 Csnk2a1 Map1lc3a Scand1 Norad Dlgap4 Manbal Mafb Sdc4 Pltp Ube2v1 Pmepa1 Adrm1 Skil P2ry12 Kpna4 Fcrls Lmna Fdps Ctss Ecm1 Sf3b4 Rhoc Gstm1 F3 Gbp7 Srsf11 Penk Nfib Jun Plpp3 Ssbp3 Ptp4a2 Clic4 C1qb C1qc C1qa Ece1 Camk2n1 Nbl1 Szrd1 Pdpn Dhrs3 Gnb1 Fosl2 Msx1 Nsg1 Bmp3 Sparcl1 Mn1 Selplg Pebp1 Znhit1 Mospd3 Lamtor4 Bri3 Arf5 Rarres2 Tmem176b Tmem176a Gpnmb Tra2a Inmt Capg Tcf7l1 Tmsb10 Tex261 Spr Fbln2 Cxcl12 Atn1 Ptms Chd4 Cd9 Gabarapl1 Mgp Chmp2a Ube2m Selenow Tmem160 Ap2s1 Apoe Rabac1 Ltbp4 Zfp36 Samd4b Dmkn Fxyd5 Fxyd1 Scn1b Emc10 Akt1s1 Ptov1 Rras Rpl13a Ftl1 Klf13 Akap13 Mfge8 Adamtsl3 Ypel3 Bcl7c Fus Ifitm2 Cdkn1c Mrgprg Sfrp1 Tacc1 Letm2 Nsd3 Fkbp8 Ssbp4 Jund Klf2 Mir24-2 Ier2 Nfix Gadd45gip1 Junb Tppp3 Zfhx3 Il34 Cotl1 Crispld2 Cyba Cdc37 Ubl7 Senp6 Rbp1 Cdv3 Shisa5 Clec3b Bgn Xist TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_MYELOID_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SUBCUTANEOUS_ADIPOSE_TISSUE_MYELOID_CELL_AGEING Cnnm4 Rnf149 Fn1 Lrrfip1 Mapkapk2 Arl8a Sgk1 Midn Cirbp Gadd45b Tle5 Txnrd1 Btg1 Dcn B4galnt1 Lrp1 Stk10 Rack1 Irf1 Gpx3 Sparc Ndel1 Kdm6b Eif5a Ctdnep1 Arrb2 Pfn1 Ywhae Vmp1 Spag9 Gngt2 Arl5c Stat3 Dusp3 Fmnl1 Map3k14 Limd2 Grb2 Socs3 Actg1 Arhgdia Slc16a3 Ifrd1 Nfkbia Srsf5 Ppp2r5c Tnfaip2 Gpr132 Crip2 Sema4d Tkt Prkcd Ear2 Ltb4r1 Rgcc Ywhaz Rpl8 Gga1 Sh3bp1 Cyb5r3 Pim3 Kmt2b Nr4a1 Prr13 Cebpd Hcls1 Nfkbiz Filip1l Ets2 Ezr Agpat4 Sod2 Snrpc Cdkn1a Pi16 Pim1 Ppp1r18 Nfkbie Tomm6 Trem1 Treml4 Tgif1 Emilin2 Mbp Grk2 Sf3b2 Drap1 Cfl1 Cdc42ep2 Ehd1 Prdx5 Dusp5 Csf2ra Apbb1ip Slc2a6 Lcn2 Traf1 Gsn Ptprj Spi1 Dusp2 Il1b Hck Scand1 Tgm2 Wfdc2 Cebpb Ptpn1 Rbm38 Sirpb1c Kpna4 Slc27a3 S100a8 S100a9 Lmo4 Pnrc1 Tln1 Pakap Pde4b Ak2 Rnf19b Smpdl3b Fgr Syf2 Clic4 Lypla2 Id3 Efhd2 Gnb1 Nadk Fosl2 Htra3 Cxcl1 Cxcl2 Crlf2 Rplp0 Vps37b Rilpl2 Gnb2 Mospd3 Pilra Lamtor4 Bri3 Arpc1b Cd8a Tmsb10 Tex261 Bhlhe40 Arpc4 Clec4e Ptms Tnfrsf1a Cd9 Mgp Tmem160 Pglyrp1 Vasp Bcl3 Plaur Arhgef1 Cic Ceacam1 Zfp36 Emc10 Napsa Rras Rpl13a Siglech Klf13 Furin Eif3f Nupr1 Coro1a Spn Itgal Ptpre Lsp1 Mcemp1 Gsr Jund Adgre5 Ier2 Junb Tppp3 Hp Cmip Cotl1 Cyba Cbfa2t3 Rpl13 Ldlr Il10ra Pkm Rpl4 Rhoa Ccrl2 Csrnp1 Rpsa Rbm3 Cybb Flna Msn TABULA_MURIS_SENIS_SKIN_BASAL_CELL_OF_EPIDERMIS_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SKIN_BASAL_CELL_OF_EPIDERMIS_AGEING Cops5 Mrpl30 Rpl31 Hspe1 Eef1b2 Pnkd Zfand2b Tuba4a Ptma Eif4e2 Dtymk Tsn Dbi Ubxn4 Phlda3 Tmem9 Glrx2 1700025G04Rik Acbd6 Mrps14 Mpc2 Rcsd1 Mgst3 Rgs4 Fcgr2b Sdhc Pfdn2 Cnih4 Mtarc2 Nenf Sf3b5 Abracl Hebp2 Gtf3c6 Vsir Fam241b Cisd1 Snrpd3 Mif Smarcb1 Chchd10 Gatd3a Rrp1 Cstb Tpgs1 Bsg Rnf126 Wdr18 Polr2e Gpx4 Atp5d Cirbp Ndufs7 Dazap1 2310011J03Rik Mbd3 Uqcr11 Abhd17a Plekhj1 Oaz1 Timm13 Map2k2 Mrpl54 Hmg20b Nfic Tle5 Slc25a3 Ndufa12 Mrpl42 Dcn Tmbim4 Ndufa4l2 Naca Cnpy2 Nabp2 Myl6 Rpl41 Ormdl2 Sarnp Cd63 Bloc1s1 Uqcr10 Zmat5 Mrps24 Rps15a-ps6 H2az2 Mdh1 Commd1 Rps27a Bod1 Npm1 Pttg1 Rack1 Nhp2 Hint1 Sparc Atox1 Guk1 Mrpl55 2310033P09Rik Tmem11 Grap Ubb Ubb-ps Stx8 Trappc1 Naa38 Kdm6b Fxr2 Mpdu1 Eif5a Ctdnep1 Phf23 0610010K14Rik Rnasek Psmb6 Pfn1 Spag7 Ift20 Ccl2 Ccl5 Dynll2 Nme2 Nme1 Mrpl27 Atp5g1 Psmb3 Rpl19 Mien1 Krt10 Krt17 Eif1 Nt5c3b Cnp Coa3 Aarsd1 Ifi35 Acbd4 Cd79b Fam104a Mrpl58 Atp5h Nt5c Grb2 Wbp2 Ten1 Evpl Syngr2 Ndufaf8 Mrpl12 Mcrip1 Arhgdia Anapc11 Mafg Cenpx Rac3 Zfp750 Metrnl Itgb1bp1 Rps7 Sostdc1 Arl4a Psma6 Nfkbia Trappc6b Pnn Fkbp3 Psma3 Vti1b Erh Rbm25 Npc2 Tmed10 Ift43 Snw1 Foxn3 Calm1 Ifi27 Glrx5 Yy1 Siva1 Nudt14 Crip2 Calm4 Calm5 Akr1c13 Mrpl32 Psma2 Mplkip Rala Dusp22 Ly86 Tmem14c Dtnbp1 Ninj1 Card19 Nop16 Higd2a Cltb Rab24 Prelid1 Tmed9 Pcbd2 Cxcl14 Med10 Ndufs6 Mrpl36 Btf3 Taf9 Mrps36 Mocs2 Rtraf Mrps16 Zfp503 Rps24 Selenok Spcs1 Fam25c Sftpa1 Lgals3 Apex1 Dad1 Psmb5 Pabpn1 Dhrs4 Psme1 Psme2 Nedd8 Mrpl57 Dpysl2 Pdlim2 Sftpc Nudt18 Itm2b Tpt1 Klf5 Uchl3 Mycbp2 Rbm26 Sub1 Mrpl13 Ndufb9 Chrac1 Ly6d Ly6e Eef1d Exosc4 Vps28 Rpl8 Txn2 Ift27 Ncf4 Mpst Gga1 H1f0 Rpl3 Atf4 Pmm1 Smdt1 Ndufa6 Tspo Zcrb1 Cox14 Smagp Cela1 Atg101 Krt7 Krt1 Rarg Pfdn5 Prr13 Pcbp2 Atp5g2 Ubald1 Nudt16l1 Emp2 Dexi Rpl31-ps12 Thap7 Dgcr6 Ranbp1 2510002D24Rik Mrpl40 Parl Eif4g1 0610012G03Rik Hacd2 Fam162a Retnlg Rpl24 Tmem45a Atp5j Cfap298 Atp5o Cbr1 Cbr3 Hmgn1 Tmem242 Gtf2h5 Mpc1 Sod2 Psmb1 Hcfc1r1 Srrm2 Elob Eci1 Pgp Ndufb10 Hs3st6 Fahd1 Hagh Mrps34 BC003965 Gnptg Antkmt Stub1 Mrpl28 Atp6v0e Cuta Uqcc2 AI413582 Nudt3 Rps10 Snrpc Cdkn1a Ndufv3 U2af1 Zfp414 Ndufa7 Pfdn6 Rps18 H2-K1 H2-Ke6 H2-DMa Psmb9 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Stk19 Lsm2 Clic1 Ly6g6c Csnk2b Bag6 Ltb Ddr1 Ier3 Tubb5 Mrps18b Ppp1r11 Mrpl14 Mrps18a Mrpl2 Mea1 2310039H08Rik Tomm6 Mpnd Micos13 Rpl36 Ndufa11 Nrtn Clpp Ralbp1 Ndufv2 Gm9320 Myl12a Dpy30 Cebpzos Cdc42ep3 Cox7a2l Calm2 Snrpd1 Reep5 Pfdn1 Hbegf Sra1 Gm94 Phax Rps14 Cd74 Sec11c Rpl17 BC031181 Ier3ip1 Rbfa Mbp Cyb5a Ndufs8 Gstp1 Cdk2ap2 Tmem134 Pold4 Ccs Yif1a Sf3b2 Cst6 Banf1 Drap1 Cfl1 Rnaseh2c Kcnk7 Fam89b Znrd2 Malat1 Zfpl1 Sac3d1 Arl2 Gpha2 Prdx5 Trmt112 Bad Ppp1r14b Fkbp2 Dnajc4 Macrod1 Otub1 Cox8a Wdr74 Polr2g Ubxn1 Uqcc3 Fth1 AW112010 Ostf1 Fam122a Acta2 Avpi1 Ndufb8 Mrpl43 Npm3 Arl3 Sfr1 Gsto1 Tcf7l2 Cdc123 Gata3 Atp5c1 Mrpl41 Nrarp Tubb4b Ssna1 Clic3 Ptgds Edf1 Phpt1 Bmyc Tmem250-ps Dnlz Notch1 Rpl7a Set Endog Lrrc8a Swi5 Bbln Rpl12 Ndufa8 Rpl35 Arpc5l Dapl1 Ppig Mettl5 Atp5g3 Selenoh Ndufs3 Psmc3 Lrp4 Commd9 Nop10 Emc4 Emc7 Srp14 Rtf1 Serf2 Hypk B2m Dusp2 Mrps26 Ddrgk1 Fermt1 Nxt1 Cst3 Nsfl1c Fam110a Pdrg1 Commd7 Chmp4b Dynlrb1 Map1lc3a BC029722 Scand1 Myl9 Rab5if Manbal Pkig Slpi Sdc4 Sys1 Dbndd2 Wfdc2 Ube2c Acot8 Ptpn1 Dpm1 Ctsz Psma7 Adrm1 Gid8 Ppdpf Fabp5 Rpl22l1 Ndufb5 Dnajc19 Pgrmc2 Ndufc1 Exosc8 Rfxap Tm4sf1 Lxn Rarres1 Rps3a1 Mrpl24 Gpatch4 Naxe Pmf1 Rab25 Lamtor2 Fdps Scamp3 Krtcap2 Efna1 Rps27 Jtb S100a13 S100a14 S100a16 Lor Sprr1a 2310050C09Rik S100a11 Psmb4 Psmd4 Vps72 Scnm1 Anp32e Sf3b4 Rbm8a Cd2 Lamtor5 Gstm5 Gstm1 Aknad1 1810037I17Rik Gar1 Pla2g12a Ostc Aimp1 Lmo4 Clca2 Rps20 Pnrc1 Ndufb6 Bag1 Rpp25l Dctn3 Il11ra1 Ccl27a Ccdc107 Hint2 Grhpr Tomm5 Anp32b Nans Sec61b Klf4 Gng10 Alad Atp6v1g1 Dmac1 Plpp3 Ssbp3 Magoh Scp2 Echdc2 Pdzk1ip1 Uqcrh Akr1a1 Rps8 Atp6v0b Hyi Med8 2610528J11Rik Ebna1bp2 Svbp Ybx1 Pou3f1 1110065P20Rik Mrps15 Trappc3 Psmb2 Smim12 Ak2 Tmem54 Lck Eif3i Tmem234 Zcchc17 Trnau1ap Atpif1 Wasf2 Sfn Sh3bgrl3 Stmn1 Tmem50a Syf2 Clic4 Srrm1 Rpl11 Id3 Wnt4 Ece1 Nbl1 Micos10 Capzb Iffo2 Sdhb Szrd1 Cela2a Casz1 Ctnnbip1 Park7 Thap3 Rpl22 Prxl2b Faap20 Gnb1 Ssu72 Aurkaip1 C1qtnf12 Tnfrsf4 Tnfrsf18 Gatad1 Sri Dnajc2 Khk Atraid Mrpl33 Mxd4 Grpel1 Fgfbp1 Med28 Lgi2 Smim20 Rpl9 Smim14 Ube2k Rhoh Igfbp7 Gc Plac8 Rpl5 Iscu Pop5 Dynll1 Srsf9 Triap1 Rplp0 Pebp1 Oas1f Rpl6 Erp29 Vps29 Arpc3 Orai1 Denr Arl6ip4 Psph Cldn3 Abhd11 Dnajc30 Fis1 Znhit1 Ap1s1 Pop7 Gnb2 Mospd3 Ppp1r35 Lamtor4 Pdgfa Psmg3 Aimp2 Bri3 Arpc1b Pdap1 Atp5j2 Rpl21 Polr1d Pomp Smim30 Arf5 Hilpda Atp6v1f 1810058I24Rik Gimap1 Tmem176b Hoxa7 Ggct Inmt Serbp1 Vamp8 Tmsb10 Mrpl53 Ino80b Tex261 Spr Mgll Brk1 Vgll4 Tmem40 Rpl32 Depp1 Phb2 Grcc10 Ptms Chd4 Mrpl51 Cd9 Ccnd2 BC064078 H2aj Arhgdib Mgst1 Ldhb Rps9 Cdc42ep5 Tnni3 Tmem238 Rpl28 Ube2s Rps5 Chmp2a Ube2m Selenow Tmem160 Ap2s1 Snrpd2 Vasp Cd3eap Ppp1r13l Klc3 Trappc6a Gemin7 Clasrp Apoc1 Apoe Ethe1 Lypd3 Rps19 Rabac1 Cic Pafah1b3 Exosc5 Rab4b Snrpa Blvrb Sertad1 Fcgbp Fbl Rps16 Samd4b Mrps12 Nfkbib Ech1 Lgals7 Eif3k Spint2 Tbcb Polr2i Aplp1 Lin37 Psenen Rbm42 Tmem147 Sbsn Dmkn Krtdap Usf2 Fxyd5 Fxyd3 Cebpa Pdcd5 Etfb Klk8 Josd2 Emc10 Napsa Akt1s1 Bcl2l12 Rras Prrg2 Rps11 Rpl13a Snrnp70 Ftl1 Bax Rpl18 Kdelr1 Klf13 Mcee Tm2d3 Selenos Cib1 Ndufc2 Rps3 Mrpl48 Lamtor1 Cavin3 Taf10 Mrpl17 Eif3f Lmo1 Rpl27a Akip1 Rps13 Coq7 Ndufab1 Lat Nupr1 Coro1a Ypel3 Ppp4c Ino80e Tmem219 AI467606 Dctpp1 Bcl7c Stx4a Vkorc1 Pycard Rgs10 Urah Ifitm2 Ifitm3 Hras Rplp2 Mrpl23 Tssc4 Naxd Tm2d2 Nsd3 Zfp703 Eif4ebp1 Frg1 Ing2 Hmgb2 Hpf1 Tmem192 Ndufa13 Nr2c2ap Cope Rex1bd Kxd1 Ssbp4 Lsm4 Jund Mpv17l2 Ifi30 Ccdc124 Rpl18a Use1 Babam1 Mrpl34 Mvb12a Pgls Klf2 Sin3b Ndufb7 Tecr Gipc1 D8Ertd738e Ier2 Nfix Gadd45gip1 Trir Wdr83os Capns2 Mt4 Tmem208 Psmb10 Psmd7 Il34 Exosc6 Cfdp1 Hsbp1 Cotl1 Emc8 Cox4i1 Aprt Trappc2l Rpl13 Sult5a1 Smco4 Pin1 Eif3g Mrpl4 Cdc37 Cdkn2d Tmem205 Elof1 Rp9 Tmem45b Nectin1 Bcl9l Atp5l Apoc3 Rexo2 Plet1 Cryab Fdx1 Cib2 Psma4 Commd4 Cox5a Ubl7 Rplp1 Anp32a Snapc5 Ppib Rps27l Gtf2a2 Arpp19 Senp6 Tmed3 Ctsh Faim Dnajc13 Tex264 Manf Gpx1 Tma7 Nradd Ccdc12 Cmtm8 Rpsa Rpl14 Higd1a Exosc7 Timm17b Ebp Ndufb11 Bgn Slc6a8 Ssr4 Naa10 Emd Rpl10 Lage3 Rps4x Tceal8 Tceal9 Bex3 Hsd17b10 Nbdy Eif1ax Tmsb4x TABULA_MURIS_SENIS_SKIN_BULGE_KERATINOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SKIN_BULGE_KERATINOCYTE_AGEING Sox17 Tfap2b Mrpl30 Eif5b Pdcl3 Rpl31 Col3a1 Hspe1 Sumo1 Eef1b2 Rpl37a Igfbp5 Ncl Ptma Tsn Ubxn4 Chil1 Phlda3 Tmem9 Acbd6 Qsox1 Mrps14 Gas5 Dpt Mpc2 Fcgr3 Sdhc Ufc1 Pfdn2 Sde2 Lefty1 Cnih4 Mtarc2 Kcnk2 Nenf Sf3b5 Cited2 Rps12 Rwdd1 Fam241b Phyhipl Cisd1 Bcr Snrpd3 Mif Gatd3a Rrp1 Cstb Bsg Rnf126 Polr2e Gpx4 Cbarp Atp5d Cirbp Ndufs7 Rps15 2310011J03Rik Plekhj1 Oaz1 Timm13 Gadd45b Mrpl54 Hmg20b Nfic Tle5 Timp3 Ndufa12 Mrpl42 Dcn Ccdc59 Tmbim4 Dtx3 Naca Cnpy2 Nabp2 Myl6 Sarnp Cd63 Bloc1s1 Selenom Uqcr10 Zmat5 Mrps24 H2az2 C1d Commd1 Rps27a Npm1 Tenm2 Pttg1 Rack1 Uqcrq Hint1 Gpx3 Gm2a Sparc Atox1 Mrpl22 Gid4 Tmem11 Aldh3a1 Ubb Ubb-ps Arhgap44 Stx8 Tmem107 Naa38 Kdm6b Mpdu1 Gps2 Eif5a Ctdnep1 Gabarap 0610010K14Rik Rnasek Psmb6 Pfn1 Spag7 Kif1c C1qbp Txndc17 Serpinf1 Rflnb Ift20 Lgals9 Myo1d Mpo Dynll2 Nme2 Nme1 Mrpl27 Ppp1r9b Atp5g1 Hoxb6 Hoxb2 Cbx1 Copz2 Psmb3 Rpl23 Rpl19 Mien1 Krt24 Krt19 Krt14 Krt17 Nt5c3b Cnp Coa3 Ifi35 Fzd2 Icam2 Sox9 Fam104a Mrpl58 Atp5h Sumo2 Wbp2 Ten1 Lgals3bp Mrpl12 Arhgdia Anapc11 Cenpx Rac3 Dcxr Cbr2 Rps7 Agr2 Arl4a Psma6 Fkbp3 Vti1b Zfp36l1 Erh Srsf5 Rbm25 Npc2 Ltbp2 Tmed10 Snw1 Calm1 Ifi27 Glrx5 Siva1 Crip2 Crip1 Psma2 Rala Zscan26 Tfap2a Tmem14c Nol7 Dek Ninj1 Spin1 Higd2a Cltb Prelid1 Tmed9 Cxcl14 Hnrnpa0 Ctsl Med10 Ndufs6 Btf3 Plpp1 Ndufs4 Mocs2 Rtraf Mrps16 Zfp503 Rps24 Selenok Spcs1 Prxl2a Rnase4 Dad1 Psmb5 Acin1 Pabpn1 Dhrs4 Psme1 Psme2 Nedd8 Ebpl Dpysl2 Tpt1 Wbp4 Klf5 Mycbp2 Rbm26 Spry2 Sub1 Enpp2 Mrpl13 Ndufb9 Chrac1 Ly6d Ly6e Ly6a Ly6c1 Eef1d Scx Vps28 Rpl8 1110038F14Rik Txn2 Ift27 Gga1 Lgals1 Polr2f Rpl3 Smdt1 Ndufa6 Tspo Cdpf1 Cpne8 Zcrb1 Twf1 Krt4 Krt8 Krt18 Igfbp6 Rarg Pfdn5 Prr13 Pcbp2 Atp5g2 Hoxc8 Ubald1 Mrtfb Rrn3 Marf1 Mzt2 Ube2l3 Dgcr6 Ranbp1 2510002D24Rik Eif4g1 Ndufb4 Rpl24 Arl13b Atp5j Sod1 Cfap298 Atp5o Cbr1 Hmgn1 Tmem242 Gtf2h5 Rnaset2b Mpc1 Mrpl18 Psmb1 Hcfc1r1 Srrm2 Elob Atp6v0c Eci1 Ndufb10 Hs3st6 Tmem204 Gnptg Stub1 Mrpl28 Atp6v0e Cuta Uqcc2 Nudt3 Rps10 Snrpc Rpl10a U2af1 Zfp414 Ndufa7 Pfdn6 Rps18 H2-K1 Brd2 H2-DMa Psmb8 H2-Ab1 H2-Aa H2-Eb1 Lsm2 Clic1 Ddah2 Csnk2b H2-D1 Ddr1 Ier3 Tubb5 Ppp1r11 Mrpl14 Mea1 Tomm6 Trem2 Lrg1 Mydgf Micos13 Rpl36 Ndufa11 Nrtn Ralbp1 Ndufv2 Myl12a Dpy30 Birc6 Cebpzos Cdc42ep3 Cox7a2l Calm2 Snrpd1 Reep5 Pfdn1 Sra1 Cd14 Zmat2 Tnfaip8 Dctn4 Rps14 Cd74 Sec11c Tubb6 Rpl17 BC031181 Mbp Cyb5a Ndufs8 Gstp1 Cdk2ap2 Pold4 Sf3b2 Banf1 Drap1 Ccdc85b Cfl1 Rnaseh2c Fam89b Znrd2 Malat1 Zfpl1 Arl2 Prdx5 Trmt112 Bad Fkbp2 Dnajc4 Macrod1 Otub1 Cox8a Polr2g Ubxn1 Uqcc3 Fth1 Plgrkt Acta2 Exosc1 Ndufb8 Npm3 Arl3 Sh3pxd2a Tcf7l2 Vim Mrpl41 Rnf208 Ssna1 Ptgds Edf1 Phpt1 Bmyc Tmem250-ps Egfl7 Rpl7a Set Endog Lrrc8a Ier5l BC005624 Swi5 Eng Rpl12 Ndufa8 Lhx2 Rpl35 Nr4a2 Ppig Atp5g3 Serping1 Ndufs3 Lrp4 Lgr4 Nop10 Emc4 Grem1 Srp14 Rtf1 Serf2 Hypk B2m Dut Snrpb Ddrgk1 Fermt1 Dtd1 Thbd Cst3 Pdrg1 Dynlrb1 Map1lc3a BC029722 Rbm39 Scand1 Myl9 Manbal Slpi Sdc4 Wfdc3 Pltp Ncoa3 Dpm1 Ctsz Psma7 Adrm1 Ppdpf Fabp5 Skil Ndufb5 Ndufc1 Exosc8 Tm4sf1 Lxn Kpna4 Rps3a1 Mrpl24 Naxe Paqr6 Lamtor2 Krtcap2 Rps27 Jtb S100a1 S100a13 S100a14 S100a16 S100a4 Psmb4 Psmd4 Vps72 Ctss Anp32e Sf3b4 Bola1 Polr3gl Rbm8a Rhoc Gstm5 Gstm2 Gstm1 Cnn3 Ostc Rpl34-ps1 Aimp1 Adh7 Adh1 Lmo4 Znhit6 Gng5 Rps20 Chchd7 Penk Ndufb6 B4galt1 Dctn3 Tpm2 Hint2 Clta Anp32b Sec61b Klf4 Alad Atp6v1g1 Klhl9 Plpp3 Ssbp3 Magoh Pdzk1ip1 Uqcrh Rps8 Ebna1bp2 Svbp Ybx1 Mrps15 Trappc3 Psmb2 Marcksl1 Lck Tmem234 Ccdc28b Laptm5 Trnau1ap Atpif1 Dnajc8 Wasf2 Tmem222 Wdtc1 Nudc Sfn Hmgn2 Sh3bgrl3 Stmn1 Tmem50a Syf2 Clic4 Srrm1 Rpl11 Id3 Luzp1 Ece1 Nbl1 Micos10 Iffo2 Szrd1 Ctnnbip1 Park7 Thap3 Rpl22 A430005L14Rik Gnb1 Aurkaip1 Gatad1 Khk Atraid Mrpl33 Uvssa Cytl1 Fgfbp1 Med28 Rpl9 Ube2k Hopx Igfbp7 Cxcl1 Nudt9 Sparcl1 Rpl5 Iscu 2210016L21Rik Pop5 Dynll1 Triap1 Cox6a1 Rplp0 Pebp1 Rpl6 Vps29 Arpc3 Rsrc2 Arl6ip4 Zfp664 Chchd2 Cldn4 Fis1 Znhit1 Gnb2 Mospd3 Ppp1r35 Lamtor4 Pdgfa Bri3 Pdap1 Atp5j2 Rpl21 Polr1d Pomp Hmgb1 Col1a2 Sem1 Ndufa4 Smim30 Ndufa5 Arf5 Atp6v1f Cald1 1810058I24Rik Try5 Gimap6 Tra2a Cycs Cbx3 Hoxa7 Serbp1 Vamp8 Capg Tmsb10 Pole4 Ino80b Tex261 Spr Snrpg Snrnp27 Arl6ip5 Brk1 Rpl32 Usp18 Phb2 Grcc10 Atn1 Spsb2 Ptms Chd4 Mrpl51 Cd9 BC064078 Apold1 H2aj Wbp11 Mgp Arhgdib Mgst1 Ldhb Irag2 Rps9 Cdc42ep5 Rdh13 Rpl28 Ube2s Rps5 Chmp2a Ube2m Selenow Nop53 Tmem160 Ap2s1 Calm3 Snrpd2 Cd3eap Ppp1r13l Trappc6a Gemin7 Apoc1 Apoe Ethe1 Rps19 Rabac1 Cic Pafah1b3 Ceacam1 Exosc5 Snrpa Ltbp4 Blvrb Fbl Rps16 Samd4b Mrps12 Nfkbib Eif3k Spint2 Capns1 Tbcb Polr2i Alkbh6 Lin37 Psenen Cox6b1 Mag Fxyd3 Pdcd5 Etfb Emc10 Akt1s1 Bcl2l12 Rras Rps11 Rpl13a Ftl1 Rpl18 Kdelr1 Emp3 Tm2d3 Selenos Furin Rps17 Tmem126a Ndufc2 Rps3 Mrpl48 Lamtor1 Cavin3 Mrpl17 Eif3f Lmo1 Rpl27a Rps13 Rps15a Ndufab1 Bola2 Coro1a Ypel3 Ino80e Tmem219 Dctpp1 Bcl7c Vkorc1 Pstk Ctbp2 Urah Ifitm2 Ifitm3 Hras Rplp2 Mrpl23 Tssc4 Cdkn1c Efnb2 Arglu1 Sfrp1 Tm2d2 Fgfr1 Nsd3 Ddhd2 Zfp703 Eif4ebp1 Micu3 Frg1 Hmgb2 Hpf1 Palld Ndufa13 Cope Rex1bd Lsm4 Jund Mpv17l2 Ccdc124 Rpl18a Use1 Babam1 Pgls Klf2 Sin3b Ndufb7 Mir24-2 D8Ertd738e Ier2 Nfix Gadd45gip1 Trir Wdr83os Irx3 Irx5 Capns2 Ciao2b Tmem208 Psmd7 Cfdp1 Gabarapl2 Cmip Hsbp1 Cotl1 Cox4i1 Cyba Aprt Rpl13 Irf2bp2 Smco4 Pin1 Eif3g Tmed1 Tmem205 Elof1 Rp9 Esam Nectin1 Bcl9l Atp5l Fxyd6 Tagln Rexo2 Cryab Cib2 Cox5a Ubl7 Rplp1 Anp32a Rpl4 Ppib Rps27l Senp6 Tmed3 Trf Manf Naa80 Gpx1 Tma7 Nradd Ccdc12 Cmtm7 Rpsa Eif1b Rpl14 Cck Tmem42 Exosc7 Plp2 Pqbp1 Timm17b Ndufb11 Ssr4 Naa10 Flna Emd Rpl10 Lage3 Rps4x Tceal9 Bex3 Hsd17b10 Eif1ax Tmsb4x Erdr1 TABULA_MURIS_SENIS_SKIN_EPIDERMAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SKIN_EPIDERMAL_CELL_AGEING Ccdc115 Eef1b2 Zfand2b Atg9a Ptma Col6a3 Ilkap Bok Elf3 Csrp1 Phlda3 Ptprc Uchl5 Rgs1 Prdx6 Sdhc Fcer1g Dedd Pfdn2 Cited2 Hebp2 Fam241b Srgn Sumo3 Gatd3a Bsg Rnf126 Fstl3 Tmem259 Gpx4 Cbarp Cirbp 2310011J03Rik Mbd3 Rexo1 Klf16 Abhd17a Scamp4 Oaz1 Map2k2 Hmg20b Nfic Ncln Tle5 Dcn Ndufa4l2 Nabp2 Pa2g4 Cd63 Gas2l1 Rps15a-ps6 Cobl Mdh1 Bod1 Rack1 Sparc Sap30l Lypd8 Guk1 Gid4 Tmem11 Adora2b Ubb Ubb-ps Gas7 Vamp2 Kdm6b Plscr3 Eif5a Ctdnep1 Phf23 0610010K14Rik Pfn1 Spag7 Kif1c Myo1c Ywhae Lgals9 Evi2a Ccl2 Ccl6 Ormdl3 Casc3 Rapgefl1 Igfbp4 Smarce1 Krt13 Krt14 Krt17 Nt5c3b Rab5c Dcakd Acbd4 Fam104a Mif4gd Smim5 Wbp2 Evpl Cbx2 Chmp6 Mcrip1 Arhgdia Anapc11 Metrnl Rhob Itgb1bp1 Rps7 Arl4a Psma6 Nfkbia Fkbp3 Wdr89 Atp6v1d Zfp36l1 Srsf5 Rbm25 Npc2 Fos Irf2bpl Cep170b Crip2 Calm5 Dusp22 Foxq1 Edn1 Dtnbp1 Ninj1 Spin1 Cltb Tspan17 Rab24 Tmed9 Cxcl14 1810034E14Rik Dnase1l3 Ube2e2 Dnajc9 Anxa8 Lgals3 Pip4p1 Ndrg2 Efs Dhrs4 Psme1 Ltb4r2 Gjb6 Pdlim2 Nudt18 Itm2b Med4 Tpt1 Tsc22d1 Klf5 Mycbp2 Rbm26 Zfr Otulin Tbc1d31 Gfus Grina Vps28 1110038F14Rik Txn2 Mpst Rac2 Gga1 H1f0 Rpl3 Cyb5r3 Samm50 Creld2 Pim3 Tmem106c Tuba1b Smagp Nr4a1 Atg101 Krt5 Krt4 Rarg Prr13 Atp5g2 Ubald1 Dexi Cebpd Rpl31-ps12 Dgcr6 Cldn5 2510002D24Rik Eif4g1 Ccdc80 Nfkbiz Arl13b Hmgn1 Sod2 Has1 Bicdl2 Hs3st6 Hagh Stub1 Nudt3 Rps10 Snrpc Fance Cdkn1a BC004004 Mtch1 U2af1 Notch3 Zfp414 Rab11b Pfdn6 H2-K1 H2-Ke6 H2-DMa Psmb9 Psmb8 H2-Ab1 H2-Aa H2-Eb1 Lsm2 Clic1 Ly6g6e Abhd16a Csnk2b Ltb Nfkbil1 H2-D1 Ddr1 Ier3 Tubb5 Ppp1r11 Mrps18a Mrpl2 Tomm6 Mpnd Mydgf Acer1 Crb3 Gm9320 Cox7a2l Calm2 Rock1 Bin1 Reep5 Egr1 Cd74 Rbfa Mbp Unc93b1 Ptprcap Pold4 Ccs Yif1a Sf3b2 Drap1 Fosl1 Ccdc85b Cfl1 Kcnk7 Fam89b Zfpl1 Gpha2 Prdx5 Esrra Bad Plcb3 Fermt3 Macrod1 Mark2 Hnrnpul2 Ubxn1 B3gat3 Ddb1 Tmem109 AW112010 Gnaq Plgrkt Acta2 Sfr1 Cdc123 Gata3 Vim Mllt10 Tubb4b Ssna1 Phpt1 Rabl6 Notch1 Egfl7 Brd3 Rxra Lrrc8a Swi5 Fam102a Cdk9 Tnfaip6 Nr4a2 Ppig Mettl5 Psmc3 Lrp4 Cd82 Commd9 Rhov Mapkbp1 B2m Mal Mrps26 Ddrgk1 Cenpb Zfp442 Sdcbp2 Bcl2l1 Pdrg1 Map1lc3a BC029722 Ergic3 Dlgap4 Manbal Pkig Slpi Sdc4 Acot8 Ube2v1 Ptpn1 Ctsz Adrm1 Spry1 Rfxap Lxn Rps3a1 Hdgf Mrpl24 Gpatch4 Tmem79 Pmf1 Rit1 Efna1 Tpm3 S100a14 S100a16 Psmb4 Psmd4 Vps72 Sf3b4 Polr3gl Cd53 Gar1 Ostc Aimp1 Lamtor3 Lmo4 Clca2 Ccn1 Rps20 Pnrc1 Akirin2 Mob3b Bag1 Grhpr Anp32b Nans Klf4 Epb41l4b Gng10 Cdkn2b Czib Scp2 Echdc2 Akr1a1 Rnf220 Atp6v0b Hyi Med8 2610528J11Rik Ybx1 Pou3f1 Trappc3 C77080 Tmem234 Wdtc1 Sfn Stmn1 Tmem50a Clic4 Lypla2 Ece1 Nbl1 Mrto4 Iffo2 Szrd1 Dhrs3 Casz1 Pex14 Ctnnbip1 Thap3 Gnb1 Mxra8 C1qtnf12 Cdk5 Tmub1 Fosl2 Lrpap1 Bloc1s4 Fgfbp1 Lias Smim14 Igfbp7 Utp3 Cxcl10 Plac8 Slc10a6 Nudt9 Rpl5 Tmem119 Srsf9 Triap1 Rplp0 Pebp1 Rpl6 Erp29 Aldh2 Arpc3 Orai1 Denr Arl6ip4 Bri3bp Bcl7b Fis1 Znhit1 Ap1s1 Gnb2 Mospd3 Ppp1r35 Lamtor4 Bri3 Arpc1b Dlx5 Arf5 Tmem176b Tra2a Serbp1 Aup1 Wbp1 Ino80b Tex261 Spr Jagn1 Tmem40 Rassf4 Phb2 Spsb2 Ptms Tnfrsf1a Cd9 BC064078 Gabarapl1 Ybx3 Mgp Mgst1 Tfpt Leng1 Tsen34 Tmem238 Rps5 Chmp2a Ube2m Selenow Nop53 Bbc3 Tmem160 Ap2s1 Vasp Ppp1r13l Klc3 Trappc6a Nectin2 Ethe1 Lypd3 Rabac1 Cic Exosc5 Snrpa Ltbp4 Sertad1 Psmc4 Fbl Zfp36 Samd4b Gmfg Mrps12 Nfkbib Sirt2 Eif3k Spint2 Tbcb Tyrobp Usf2 Cebpg Cebpa Etfb 2410002F23Rik Emc10 Akt1s1 Ptov1 Prrg2 Rpl13a Cd37 Ftl1 Kdelr1 Htatip2 Klf13 Nsmce3 Aen Zfp710 Rps3 Lamtor1 Eif3f Coq7 Nupr1 Mapk3 Ypel3 Ino80e Bcl7c Stx4a Tacc2 Bccip Zfp511 Echs1 Ifitm2 Hras Rassf7 Tssc4 Timm44 Ing1 Nsd3 Zfp703 Ing2 Hpf1 Nr2c2ap Rex1bd Kxd1 Fkbp8 Ssbp4 Jund Ccdc124 Use1 Babam1 Mvb12a Fam32a Tecr Gipc1 Ier2 Nfix Gadd45gip1 Junb Wdr83 Irx5 Mmp2 Capns2 Polr2c Rrad Ctcf Exosc6 Cmip Rpl13 Dpep1 Smco4 Pin1 Cdc37 Cdkn2d Tmem205 Elof1 Rp9 Barx2 Fez1 H2ax Hyou1 Bcl9l Ubl7 Rpl4 Oaz2 Senp6 Tmed3 Rnf7 Faim Dnajc13 Dusp7 Abhd14b Inka1 Usp19 Shisa5 Ptpn23 Csrnp1 Rpsa Exosc7 Slc6a8 Naa10 Emd Fam3a Igbp1 Bex3 Plp1 TABULA_MURIS_SENIS_SPLEEN_B_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_B_CELL_AGEING Ptpn18 A530032D15Rik C130026I21Rik Sp140 Itm2c Fcgr2b Stx7 Psap Srgn Gpx4 Cirbp Nap1l1 Gns Sec61g Gabarap Scimp Unc119 Evi2a Ccl5 Dnajc7 Rpl38 Grb2 Npc2 Fos Pld4 Crip1 Txndc5 Syk Mrpl52 Itm2b Tpt1 Snhg18 Ly6a Lgals1 Tspo Itgb7 Pfdn5 Prr13 Zbtb20 Rps10 H2-K1 H2-Oa H2-DMb1 Psmb9 Psmb8 H2-Ab1 H2-Aa H2-Eb1 H2-D1 H2-Q4 H2-T23 Mzb1 Tnfaip8 Tcf4 Ahnak AW112010 Pdlim1 Cd44 B2m Cst3 Ptpn1 Rps21 Lime1 Rps27 S100a8 S100a9 Cd2 Sh3glb1 Cd72 Txn1 Jun Akr1a1 Rps15a-ps4 Sh3bgrl3 Rsrp1 Jchain Lat2 Fam3c Gimap4 Gimap7 Gimap3 Capg Gapdh Selenow Apoe Rabac1 Fxyd5 Rpl13a Emp3 Pycard Cd81 Ifi30 Use1 Cyp4f18 Irf8 Itgb1 Bcl2a1b Ctsh Rbm3 Cybb Sat1 TABULA_MURIS_SENIS_SPLEEN_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_CD4_POSITIVE_ALPHA_BETA_T_CELL_AGEING Smap1 Ctla4 Icos Ikzf2 Itm2c Ptma Pdcd1 Lax1 Chil1 Rgs2 Rgs1 Stx6 Zc3h12d Stx11 Smpdl3a Ddit4 Srgn Polr2e Gpx4 Cirbp Oaz1 Tle5 Ube2n Eea1 Lum Ubb-ps Eif5a Gabarap Arrb2 Pfn1 Ccl5 Vmp1 Krt15 Krt14 Krt17 Rab37 H3f3b Socs3 Timp2 Arhgdia Laptm4a Odc1 Nfkbia Zfp36l1 Srsf5 Fos Batf Calm1 Asb2 Serpina3g Atxn1 Psme1 Ctsb Sla Il2rb Apobec3 Pced1b Prr13 Socs1 Lrch3 Itgb5 Tigit Ccdc80 Rnaset2b Dusp1 Snrpc Pi16 Sik1 H2-K1 H2-DMa Psmb8 Gpsm3 Clic1 Csnk2b Ltb H2-D1 H2-Q6 Tomm6 Plin3 Calm2 Ndfip1 Tnfaip8 Iigp1 Cd74 Slc14a1 Cdk2ap2 Ptprcap Drap1 Cfl1 Plaat3 Fth1 AW112010 Lpxn Bmyc Cercam Traf1 Itgav Trp53i11 Cd82 B2m Cst7 Fam110a Cebpb Ptpn1 Gnas Ctsz Syt11 S100a4 S100a6 S100a11 Olfml3 Gstm1 Usp53 H2az1 Tnfsf8 Lrrc41 Ybx1 Syf2 Capzb Tnfrsf1b Tnfrsf9 Acot7 Tnfrsf4 Tnfrsf18 Hopx Crlf2 Orai1 Rilpl2 Ubl3 Arf5 Gimap7 Serbp1 Capg Tmsb10 Rab43 Bhlhe40 Lag3 Ptms Gapdh Tapbpl Ube2m Selenow Tmem160 Pglyrp1 Vasp Apoe Bcl3 Pou2f2 Hnrnpl Emc10 Rpl13a Snrnp70 Lat Aldoa Pkp3 Sigirr Cd81 Fkbp8 Jund Ifi30 Ier2 Junb Slc38a7 Gabarapl2 Maf Cotl1 Nrp1 Casp1 Izumo1r Smco4 Cd3g Ciao2a Anxa2 Nt5e Bcl2a1b Trf Cish Shisa5 Foxp3 Rbm3 Cybb Sh2d1a Phf6 Cxcr3 Plp1 Gpm6b TABULA_MURIS_SENIS_SPLEEN_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_CD8_POSITIVE_ALPHA_BETA_T_CELL_AGEING Cd28 Ctla4 Arl4c Lax1 Rgs1 Fasl Prf1 Agpat3 Cdc34 Gzmm Bsg Abhd17a Oaz1 Tle5 Igf1 Dcn Lum Myl6 2310033P09Rik Ubb Ubb-ps Eif5a Gabarap Pfn1 Ywhae Ccl5 Ccl4 Vmp1 Psmb3 Krt15 Krt14 Rab5c Limd2 H3f3b Wbp2 Actg1 Arhgdia Aspscr1 Cd7 Lpin1 Id2 Srsf5 Fos Calm1 Serpina3g Ckb Crip2 Atxn1 Ctla2a Glrx Gng2 Lgals3 Mrpl52 Clu Itm2b Sub1 Ly6a Bop1 Rac2 Lgals1 Prr13 Rnaset2b Baiap3 Dusp1 Snrpc Cdkn1a Myo1f H2-K1 Psmb8 Gpsm3 Clic1 Csnk2b H2-D1 H2-Q6 H2-Q10 Ier3 Ppp1r18 Tomm6 Calm2 Epcam Reep5 Ndfip1 Eno1b Ptprcap Ppp1ca Rbm4 Drap1 Cfl1 Fam89b Prdx5 Plaat3 Ubxn1 Fth1 AW112010 Ms4a4b Gm8369 Mrpl16 Lpxn Acta2 Gsto1 Vim Edf1 Gsn Serping1 Mtch2 Rcn1 Eid1 Cenpb Cst7 Myl9 Ctsa Cebpb Ptpn1 Gnas Lime1 Sh2d2a Syt11 Scamp3 S100a6 S100a11 Cd2 Olfml3 H2az1 Ybx1 Rpa2 Efhd2 Acot7 Hopx Hnrnpd Lamtor4 Arpc1b Arf5 Zyx Gimap4 Gimap7 Vamp8 Tmsb10 Bhlhe40 Arpc4 Gapdh Ybx3 Wbp11 Mgp Arhgdib Chmp2a Ube2m Pglyrp1 Bcl3 Rinl Ech1 Nkg7 Etfb Fcgrt Rpl13a Chsy1 Arl6ip1 Lat Ifitm10 Hmgb2 Jund Rab8a Klf2 Ndufb7 Ier2 Junb Dnaja2 Psmb10 Cotl1 Cyba Casp1 Thy1 Cd3g Cox5a Anxa2 Bcl2a1b Trex1 Tma7 Ccdc12 Eomes Rbm3 Cxcr3 Tmsb4x TABULA_MURIS_SENIS_SPLEEN_NK_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_NK_CELL_AGEING Gm4956 Rpl31 Rpl37a Itm2c Rgs1 Xcl1 Rps12 Cirbp Rpl41 Rps26 Rps15a-ps6 Rps27a Rpl23a Rpl23 Rpl27 Rpl38 Cd7 Rps7 Rps29 Asb2 Serpina3g Rps24 Dleu2 Tpt1 Rpl37 Il7r Ly6e Rpl35a Rps10 Rps28 Rps18 H2-K1 Psmb8 Ltb Rpl36 Gm9320 Rpl17 Eef1g Lpxn Rpl12 Rpl35 B2m Romo1 Phactr3 Rps21 Mbnl1 Rps3a1 S100a9 Cd160 Rps20 Tox Rps8 Rps15a-ps4 Rpl11 Rpl22 Mfsd10 Kit Jchain Rpl5 Rpl6 Rpl21 Gimap7 Tmsb10 Lag3 Rpl28 Rps16 Spint2 Klk8 Rps11 Rpl13a Rps17 Rps3 Rps13 Rps15a Rplp2 Uba52 Rpl13 Nrgn Thy1 Rps25 Cd3g Cd3d Rplp1 Rab8b Eef1a1 Bcl2a1d Bcl2a1b Rpl14 Rbm3 Rpl39 Cxcr3 Rpl36a TABULA_MURIS_SENIS_SPLEEN_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_T_CELL_AGEING Smap1 Cox5b Zap70 Sumo1 Ctla4 Icos Ikzf2 Itm2c Pdcd1 Ptpn7 Ier5 Stx6 Rabgap1l Gas5 Cd84 Cox20 Fyn Smpdl3a Srgn Bsg Polr2e Gpx4 Cirbp Oaz1 Eea1 Atp2b1 Tmbim4 Bloc1s1 Sec61g B3gnt2 Lcp2 Ubb Tmem256 Gabarap Rnasek Txndc17 Ccl5 Vmp1 Stat3 Prkca Gna13 Rpl38 Mif4gd H3f3b Socs3 Timp2 Actg1 Odc1 Id2 Tspan13 Baz1a Nfkbia Arf6 Psma3 Hif1a Zfp36l1 Batf Ifi27 Serpina3g Hsp90aa1 Gdi2 Cd83 Prelid1 Glrx Cox7c Gng2 Tmem254 Dad1 Mrpl52 Lrp10 Psme1 Ctsb Itm2b Tbc1d4 Cox6c Asap1 Sla Ly6a Il2rb Rac2 Lgals1 Apobec3 Tmbim6 Pfdn5 Prr13 Atp5g2 Cox17 Arhgap31 Cldn25 Samsn1 Atp5j Tiam1 Elob Ube2i Dusp1 Pim1 H2-K1 Psmb9 Psmb8 H2-Ab1 Clic1 H2-D1 H2-Q4 Ppp1r11 Ankrd12 Myl12b Lbh Calm2 Ndfip1 Tnfaip8 Cd74 Nfatc1 Gstp3 Cdk2ap2 Tmem134 Coro1b Ptprcap Pold4 Malat1 Neat1 Cox8a Plaat3 Slc3a2 Ahnak Fth1 Cd5 Cd6 AW112010 Gm8369 Lpxn Pgam1 Trim8 Celf2 Vim Hspa5 Traf1 Tank Itga4 Cd82 Cd44 Pdia3 B2m Cst3 Cst7 Sdcbp2 Serinc3 Ptpn1 Gnas Lime1 Syt11 Scamp3 Krtcap2 S100a13 S100a4 S100a6 S100a8 S100a9 S100a11 S100a10 Ctss Ptpn22 Rap1a H2az1 Sh3glb1 Gng5 Tox Anp32b Txn1 Tnfsf8 Laptm5 Atpif1 Rsrp1 Id3 Efhd2 Tnfrsf1b Acot7 Sdf4 Tnfrsf4 Tnfrsf18 Sri Tomm7 Jchain Crlf2 Gltp Pebp1 Ptpn11 Rilpl2 Ubc Fis1 Atp5j2 Hmgb1 Gimap4 Gimap7 Gimap1 Gimap5 Gimap3 Vamp8 Capg Tpi1 Cd4 Lag3 Ptms Gapdh Clec2d 2310001H17Rik Chmp2a Pglyrp1 Vasp Apoe Kcnn4 Pou2f2 Capns1 Psenen Cox6b1 Gpi1 Etfb Ftl1 Ucp2 Ypel3 Aldoa Maz Itgal Fus Pkp3 Rnh1 Tspan32 Cd81 Ndufa13 Jund Calr Prdx2 Junb Maf Map1lc3b Nrp1 Itgb1 Casp1 Izumo1r Smco4 Ubl5 Cd3g Tspan3 Pkm Rps27l Anxa2 Cox7a2 Bcl2a1d Bcl2a1b Rbm3 Ndufa1 Sh2d1a Ssr4 Fundc2 Cxcr3 Xist Sh3bgrl Gpm6b TABULA_MURIS_SENIS_SPLEEN_GRANULOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_GRANULOCYTE_AGEING Tram1 Tbc1d8 Asnsd1 Ndufb3 Tuba4a Lrrfip1 Cops9 Macir Dbi Nucks1 Rgs18 Tpr Mpc2 Arhgap30 Srp9 Syne1 Cd24a Lims1 Cdk1 Itgb2 Sumo3 Prtn3 Oaz1 Eef2 Tle5 Ckap4 Hsp90b1 Tmpo Lta4h Ppp1r12a Atp5b Sarnp Cd63 Sec61g Cct4 Cyfip2 Hnrnpab Hint1 Arf1 Gabarap Pitpna Ywhae Rflnb Evi2b AI662270 Wfdc21 Ggnbp2 Lasp1 Top2a Rpl38 Birc5 Rrm2 Snx6 Baz1a Psma6 Rps29 Arid4a Rbm25 Gdi2 Serpinb1a Card19 Hnrnpk Glrx Tmem167 Tbca Tkt Ncoa4 Psmb5 Cebpe Nedd8 Ltb4r1 Sub1 Ywhaz Cyrib Ly6c2 Cyc1 Ncf4 Mpst Triobp Smdt1 Ndufa6 Pfdn5 Cebpd Rpl31-ps12 Pak2 Cep19 Lrrc58 Atp5j Son Itgb2l Sft2d1 Srrm2 Pgp Mapk13 Myo1f Rps28 Tubb5 Tomm6 Plin3 Rpl36 Vapa Ralbp1 Myl12b Myl12a Kif5b Rock1 Ap3s1 Atp5a1 Aldh3b1 Rnaseh2c Rasgrp2 Hhex Ndufb8 Cuedc2 Atp5md Add3 Eif3a Lcn2 Rab14 Dync1i2 Hnrnpa3 Psmc3 Pdia3 AA467197 Sqor Dstn Top1 Ywhab Atp5e Rgs19 Gyg Rpl22l1 Anxa5 Ndufc1 Mrps21 Hipk1 Chil3 Ostc H2az1 Lmo4 Lyn Sdcbp Vcp Tln1 Clta Scp2 Cmpk1 Rps8 Med8 Sfpq Ak2 Hdac1 Tmem234 Atpif1 Rps6ka1 Hmgn2 Cdk11b Sri Tomm7 Cenpa Ppp1cb Ctbp1 Rab28 Smim14 Anxa3 Plac8 Atp5k Rnf10 Cox6a1 Aldh2 Tsc22d4 Polr1d Ndufb2 Hnrnpa2b1 Lsm5 Serbp1 Krcc1 Usp39 Vamp8 Rpn1 Brk1 Atp6v1e1 Tpi1 Arhgdib Chmp2a Cd177 Etfb Emp3 Mrgpra2b Eif3f Mettl9 Ptpre Mki67 Ifitm6 Cope Ndufb7 Tecr Trir Atp6v0d1 Cotl1 Crispld2 Rab3d Ets1 Tbrg1 Rdx Cox5a Adpgk Gtf2a2 Cyb5r4 Anapc13 Ppm1m Alas1 Rpl29 Camp Ngp Ltf Eif1b Abhd5 Plp2 Rbm3 Cybb Ddx3x Ndufa1 Atrx Hsd17b10 TABULA_MURIS_SENIS_SPLEEN_MACROPHAGE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_MACROPHAGE_AGEING Creg1 Fcer1g Smpdl3a Cstb Atp2b1 Lyz2 Lyz1 Tmbim4 Cd63 Gabarap Rnasek Wfdc17 Atp5g1 Grn Cd300c2 P4hb Npc2 Tmed10 Slirp Lgmn H2bc4 Tmem14c Ninj1 Ctla2a Mrpl52 Ctsb Itm2b Selenop Basp1 Derl1 Ly6a Lgals1 St13 Smdt1 Tspo Smagp Litaf App Sod1 Elob Msrb1 Atp6v0e Ndufv3 Csnk2b Aif1 Rpp21 Reep5 Csf1r Prdx5 Cox8a Plaat3 Slc3a2 Fth1 AW112010 Mpeg1 Il1b Scand1 Slpi Zfas1 Ptpn1 Fabp5 S100a8 S100a9 Ctss Psma5 Vcam1 Sh3glb1 Tln1 Txn1 Akr1a1 Prdx1 Rsrp1 C1qb C1qc C1qa Jchain Ppbp Pf4 Aldh2 Gng11 1810058I24Rik Tmem176b Tmem176a Vamp8 Wnk1 Clec4a2 Gapdh H2aj Apoe Rabac1 Blvrb Ftl1 Ctsc Aldoa Rgs10 Ifitm2 Ifitm1 Ctsd Cd81 Lamp1 Prdx2 Mt1 Acp5 Hexa Spg21 Rps27l Tmed3 Atp1b3 Trf Cmtm7 Rbm3 Ebp Cybb Cfp Slc25a5 Rpl39 Ndufa1 Lamp2 Flna Atp6ap1 Sat1 TABULA_MURIS_SENIS_SPLEEN_MACROPHAGE_DENDRITIC_CELL_PROGENITOR_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_MACROPHAGE_DENDRITIC_CELL_PROGENITOR_AGEING Rpl31 Rps10 Rpl12 S100a8 S100a9 Rplp2 Rplp1 Rpl10 TABULA_MURIS_SENIS_SPLEEN_MATURE_NK_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_MATURE_NK_T_CELL_AGEING Rpl31 Hspe1 Rpl37a Bcl2 Gas5 Rps12 Samd3 Fyn Mif Gzmm Rpl41 Rps26 Rps15a-ps6 Plek Rack1 Rpl23a Ccl5 Ccl4 Vmp1 Nme2 Rpl23 Rpl38 Lpin1 Rps29 Serpina3g Crip1 Txndc5 Ctla2a Rps23 Nsa2 Gzmk Gng2 Rps24 Mrpl52 Gpr18 Gpr183 Rpl37 Ly6a Ly6c2 Lgals1 Rpl31-ps12 Rpl35a Rps2 Rps10 Rps28 Rps18 Psmb9 Micos13 Rpl36 Reep5 Rpl17 Gstp3 Cdk2ap2 Fau Eef1g Ahnak Ms4a4c Ms4a6b Vim Rpl12 Rpl35 Cst7 Romo1 Zfas1 Rps21 Lime1 Rpl22l1 Krtcap2 Dpm3 Rps27 S100a13 S100a6 S100a8 S100a9 Snhg8 H2az1 Rps20 Tox Rps8 Eif3i Rps15a-ps4 Rsrp1 Runx3 Thap3 Rpl22 Jchain Rpl5 Rplp0 Rpl6 Gtf2i Cd8b1 Cd8a Snrpg Rpl32 Klrk1 H2aj Rps5 Rps19 Rps16 Nkg7 Klk8 Fcgrt Emp3 Rpl27a Rps13 Rps15a Bola2 Rplp2 Slc25a4 Klf2 Thy1 Rps25 Rplp1 Anxa2 Eomes Rpsa Rpl14 Ccr5 Rbm3 Rpl39 Rps4x Rpl36a Bex3 TABULA_MURIS_SENIS_SPLEEN_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_MEGAKARYOCYTE_ERYTHROID_PROGENITOR_CELL_AGEING Mcm3 Ctse Mgst3 Oaz1 Metap2 Rpl41 Sec61g Hba-a2 Slc4a1 Tk1 Rrm2 Acp1 Rps29 Daam1 Vrk1 Tmem14c Dek Cenph Adk Psmc6 Rgcc Rpl31-ps12 Tfrc St3gal6 Rps28 Trim10 Sgo1 Cdc42ep3 Ndufa2 Fth1 Fam111a Aldh1a1 Smc3 Ubac1 Epb42 Eid1 Pcna Car2 Gstm5 Sars Casp8ap2 Hemgn Smc2 Cdc20 Clspn E2f2 Slbp Rfc1 Atp8a1 Jchain Dck Psmd9 Mcm7 Asns Hebp1 Gm6654 Lig1 Blvrb Rrm1 Mcm5 Gypa Prdx2 Acp5 Hmbs Rec114 Pclaf Rbm3 Rpl39 Mpp1 Fundc2 Tceal9 Alas2 TABULA_MURIS_SENIS_SPLEEN_PLASMA_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_PLASMA_CELL_AGEING C130026I21Rik Slpi S100a8 S100a9 Rgs10 Camp TABULA_MURIS_SENIS_SPLEEN_PROERYTHROBLAST_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_SPLEEN_PROERYTHROBLAST_AGEING Mrpl15 Snhg6 Tram1 Eloc Ogfrl1 Smap1 Ccdc115 Cox5b Unc50 Mrpl30 Eif5b Pdcl3 Rpl31 Asnsd1 Sf3b1 Hspd1 Hspe1 Bzw1 Ndufb3 Casp8 Sumo1 Nop58 Eef1b2 Acadl Aamp Stk16 Tuba4a Mff Ncl Ptma Eif4e2 Ramp1 Ube2f Ndufa10 Cops9 Hdlbp Dtymk Tsn Ubxn4 Nucks1 Snrpe Csrp1 Uchl5 Rgs18 Tpr Acbd6 Mrps14 Cacybp Gas5 Prdx6 Prrc2c Sell Mpc2 Creg1 Tmco1 Sdhc Ndufs2 Ufc1 Pfdn2 Fh1 Adss Cox20 Cnih4 Lbr Srp9 Eprs Pcmt1 Rab32 Sf3b5 Cited2 Rps12 Stx7 Rwdd1 Cd24a Ddx21 Cisd1 Snrpd3 Mif Sumo3 Rrp1 Cstb Bsg Ptbp1 Gpx4 Atp5d Cirbp Ndufs7 Dazap1 Uqcr11 Plekhj1 Lsm7 Timm13 Map2k2 Mrpl54 Hmg20b Dohh Ckap4 Rtcb Slc25a3 Tmpo Lta4h Snrpf Metap2 Ndufa12 Mrpl42 Ube2n Nap1l1 Glipr1 Cct2 Yeats4 Tmbim4 Llph Cdk4 Dctn2 Naca Ptges3 Atp5b Cnpy2 Cs Esyt1 Rpl41 Pa2g4 Rps26 Sarnp Cd63 Bloc1s1 Drg1 Uqcr10 Ewsr1 Mrps24 Nudcd3 Ppia H2az2 Purb Sec61g C1d Rab1a Mdh1 Commd1 Cct4 Npm1 Rack1 Canx Hnrnph1 Hnrnpab Nhp2 Sar1b Vdac1 Hspa4 Uqcrq Hint1 G3bp1 Rnf187 Guk1 Map2k3 Trappc1 Naa38 Trp53 Eif4a1 Tmem256 Gps2 Eif5a 0610010K14Rik Psmb6 Slc25a11 Spag7 C1qbp Txndc17 Emc6 Pafah1b1 Ywhae Ift20 Zfp207 AI662270 Ccl5 Vmp1 Supt4a Srsf1 Mrps23 Nme2 Nme1 Luc7l3 Lrrc59 Mrpl27 Slc35b1 Phb Snf8 Atp5g1 Psmb3 Rpl23 Rpl19 Cdk12 Mien1 Psmd3 Smarce1 Coa3 Lsm12 Psmc5 Psmd12 Gna13 Fam104a Mrpl58 Atp5h Sumo2 Srsf2 Eif4a3 Ndufaf8 Mrpl12 Mcrip1 P4hb Alyref Anapc11 Cenpx Sf3b6 Smc6 Pdia6 Ywhaq Acp1 Sypl Polr1f Hectd1 Sptssa Baz1a Psma6 Trappc6b Pnn Fkbp3 Rpl36al Mgat2 Actr10 Psma3 Churc1 Atp6v1d Eif2s1 Vti1b Erh Cox16 Rbm25 Tmed10 Ahsa1 Slirp Psmc1 Ifi27 Glrx5 Vrk1 Yy1 Hsp90aa1 Atp5mpl Siva1 Mrpl32 Psma2 Mplkip H2ac23 H2bc4 H1f2 Uqcrfs1 Serpinb1a Psmg4 Prpf4b Eci2 F13a1 Ssr1 Pak1ip1 Tmem14c Nol7 Dek Cks2 Rab24 Prelid1 Lman2 Tmed9 Ddx46 B230219D22Rik Pcbd2 Macroh2a1 Hnrnpk Uqcrb Ndufs6 Mrpl36 Pdcd6 Sdha Glrx Cetn3 Cox7c Tmem167 Tbca Iqgap2 Nsa2 Btf3 Taf9 Mrps36 Ndufs4 Thoc7 Psmd6 Rpl15 Rtraf Gng2 Dnajc9 Mrps16 Anxa7 Chchd1 Vdac2 Anxa11 Tmem254 Arf4 Spcs1 Dph3 Timm23 Ghitm Psmc6 Cnih1 Osgep Pnp Hnrnpc Mrpl52 Psmb5 Acin1 Pabpn1 Psme1 Cma1 Mrpl57 Bin3 Esd Dnajc15 Elf1 Dnajc3 Nipbl Dap Cct5 Mtdh Cox6c Polr2k Eny2 Rad21 Med30 Ndufb9 Chrac1 Ly6c2 Eef1d Grina Cyc1 Vps28 Rpl8 Txn2 Eif3d Lgals1 Eif3l Polr2f Tomm22 Apobec3 Rpl3 Atf4 St13 Phf5a Aco2 Snu13 Smdt1 Tspo Samm50 Slc38a2 Tuba1b Tuba1a Atf1 Eif4b Pcbp2 Atp5g2 Nfe2 Pam16 Nubp1 Rsl1d1 Gspt1 Ntan1 Cebpd Rpl31-ps12 Sdf2l1 Ube2l3 Ranbp1 Comt Mrpl40 Ap2m1 Psmd2 Eif4g1 Tra2b Dnajb11 Ppp1r2 0610012G03Rik Ndufb4 Naa50 Atg3 Cd47 Pcnp Atp5j Cct8 Sod1 Son Atp5o Smim11 Hmgn1 Gtf2h5 Mpc1 Mrpl18 Tcp1 Sod2 Psmb1 Ppp2r1a Srrm2 Elob Pgp Rps2 Ndufb10 Nubp2 Ube2i Antkmt Stub1 Mrpl28 Cuta Bak1 Uqcc2 Rps10 Snrpc Def6 Rpl10a Srsf3 Mtch1 Pim1 Glo1 Ndufv3 U2af1 Hnrnpm Ndufa7 Pfdn6 Rps18 Psmb9 Tap1 Lsm2 Vars Csnk2b Ddx39b Tubb5 Nrm Abcf1 Rpp21 Ppp1r11 Polr1h Cdc5l Hsp90ab1 Mrpl14 Rpl7l1 Ccnd3 Mydgf Micos13 Ndufa11 Ndufv2 Gm9320 Dpy30 Cebpz Srsf7 Cript Kif5b Rab18 Snrpd1 Bin1 Srp19 Reep5 Etf1 Paip2 Pfdn1 Sra1 Ndufa2 Ik Zmat2 Ap3s1 Tnfaip8 Lmnb1 Tcof1 Csnk1a1 Txnl1 Nars Sec11c Me2 Atp5a1 Rbfa Txnl4a Cyb5a Mrpl21 Ndufs8 Ndufv1 Mrpl11 Sf3b2 Banf1 Rnaseh2c Trmt112 Bad Fkbp2 Fermt3 Cox8a Rtn3 Slc3a2 Snhg1 Bscl2 Ubxn1 Uqcc3 1810009A15Rik Eef1g Tmem258 Prpf19 AW112010 Ms4a6d Fam111a Anxa1 Plgrkt Tm9sf3 Pgam1 Bloc1s2 Ndufb8 Mrpl43 Npm3 Cuedc2 Atp5md Sfr1 Smc3 Bbip1 Eif3a Prdx3 Cdc123 Celf2 Rbm17 Commd3 Nelfb Tubb4b Ssna1 Edf1 Phpt1 Rpl7a Surf4 Set Ptpa Swi5 Cdk9 Rpl12 Hspa5 Ndufa8 Psmb7 Rpl35 Arpc5l Zeb2 Prpf40a Psmd14 Ppig Ssb Gorasp2 Dync1i2 Sp3 Ola1 Atp5g3 Mtx2 Hnrnpa3 Zc3h15 Selenoh Ssrp1 Mtch2 Ndufs3 Psmc3 Caprin1 Lmo2 Eif3m Emc7 Rtf1 Pdia3 Hypk Dut Mtln Idh3b Mrps26 Ddrgk1 Pcna Mkks Snrpb2 Dstn Rrbp1 Snx5 Naa20 Xrn2 Nxt1 Csnk2a1 Rbck1 Pdrg1 Commd7 Mapre1 Eif2s2 Dynlrb1 Edem2 Eif6 Ergic3 Romo1 Rbm39 Rab5if Rpn2 Top1 Srsf6 Oser1 Pkig Slpi Sys1 Pigt Zfas1 Ube2v1 Dpm1 Pfdn4 Rtf2 Psma7 Rps21 Rgs19 Polr3k Fabp5 Rbis Rpl22l1 Sec62 Actl6a Ndufb5 Dnajc19 Ndufc1 Commd2 Eif2a Selenot Mbnl1 Ssr3 Ccnl1 Smc4 Pdcd10 Rps3a1 Hdgf Mrpl24 Cct3 Pmf1 Ssr2 Krtcap2 Dpm3 Cks1b Jtb Ilf2 Chtop S100a8 S100a9 S100a10 Psmb4 Psmd4 Cers2 Mrps21 Anp32e Sf3b4 Rbm8a Sec22b Bcas2 Atp5pb Lamtor5 Gnai3 Psma5 Sars Prpf38b 1810037I17Rik Snhg8 Ostc Aimp1 Cisd2 H2az1 Lamtor3 Adh5 Eif4e Fubp1 Zranb2 Srsf11 Rps20 Rab2a Akirin2 Ndufb6 Bag1 Ube2r2 Dctn3 Vcp Stoml2 Hint2 Tomm5 Exosc3 Anp32b Nans Sec61b Erp44 Rad23b Txn1 Cdc26 Rps6 Usp1 Magoh Btf3l4 Nrd1 Cmpk1 Rps8 Med8 Ebna1bp2 Ybx1 Mrps15 Thrap3 Psmb2 Sfpq Ak2 Rbbp4 Hdac1 Eif3i Tmem234 Zcchc17 Snrnp40 Snhg3 Atpif1 Dnajc8 Nudc Arid1a Hmgn2 Stmn1 Rsrp1 Srrm1 Hnrnpr Hp1bp3 Ddost Micos10 Sdhb Park7 Rpl22 Tprgl Rer1 Ssu72 Mrpl20 Aurkaip1 Sdf4 Fam133b Akap9 Sri Dnajc2 Psmc2 Gm15421 Rheb Dnajb6 Khk Atraid Ppm1g Mrpl33 Ywhah Ctbp1 Slbp Lrpap1 Grpel1 Ube2k Tmem33 Ociad1 Tmem165 Paics Jchain Utp3 G3bp2 Ccni Mir703 Hnrnpd Hnrnpdl Mrps18c Rpl5 Atp5k Ankrd13a Mlec Rnf10 Srsf9 Rplp0 Suds3 Pebp1 Rpl6 Erp29 Ppp1cc Vps29 Anapc5 Rsrc2 Denr Arl6ip4 Bri3bp Ran Mrps17 Chchd2 Gusb Rfc2 Lat2 Eif4h Baz1b Mdh2 Polr2j Znhit1 Cops6 Lamtor4 Eif3b Kdelr2 Ccz1 Arpc1a Pdap1 Bud31 Atp5j2 Rpl21 Gtf3a Polr1d Hmgb1 N4bp2l2 Rpa3 Ndufa4 Smim30 Ndufa5 Arf5 Chchd3 1810058I24Rik Fmc1 Luc7l2 Ndufb2 Mrps33 Ssbp1 Pdia4 Tmem176a Cycs Hnrnpa2b1 Cbx3 Skap2 Tax1bp1 Gars Lsm5 Nt5c3 Gng12 Serbp1 Rpia Krcc1 Mrpl35 Immt Vamp8 Mat2a Capg Suclg1 Pole4 Bola3 Tex261 Cct7 Snrpg Pcbp1 Snrnp27 Nfu1 Cnbp Rpn1 Sec61a1 Lsm3 Mrps25 Sec13 Rpl32 Atp6v1e1 Emg1 Phb2 Tpi1 Mlf2 Chd4 Gapdh Mrpl51 Fkbp4 Ybx3 Wbp11 Strap Cmas Fgfr1op2 Tsen34 Rpl28 Ube2s U2af2 Rps5 Trim28 Chmp2a Napa Ap2s1 Calm3 Snrpd2 Trappc6a Gemin7 Ethe1 Exosc5 Rab4b Snrpa Psmc4 Fbl Rps16 Mrps12 Ech1 Psmd8 Yif1b Tbcb Polr2i Psenen Rbm42 Tmem147 Uba2 Gpi1 Lsm14a Pdcd5 Nkg7 Etfb Emc10 Vrk3 Prmt1 Rpl13a Pih1d1 Snrnp70 Bax Nucb1 Ldha Tsg101 Ube3a Snrpa1 Selenos Idh2 Cib1 Sec11a Rps17 Ramac Tmem126a Ndufc2 Clns1a Rps3 Spcs2 Lamtor1 Ilk Taf10 Mrpl17 Eif4g2 Psma1 1110004F10Rik Rps15a Arl6ip1 Uqcrc2 Ndufab1 Nsmce1 Eif3c Bola2 Maz Dctpp1 Fus Pycard Tial1 Nsmce4a Bub3 Glrx3 Echs1 Psmd13 Ifitm1 Rnh1 Rplp2 Polr2l Ctsd Mrpl23 Kcnq1ot1 Nap1l4 Pet100 Trappc5 F10 Vdac3 Tm2d2 Fnta Leprotl1 Saraf Frg1 Slc25a4 Hmgb2 Hpf1 Ndufa13 Cope Rex1bd Fkbp8 Ssbp4 Lsm4 Ccdc124 Use1 Babam1 Mrpl34 Mvb12a Pgls Smim7 Sin3b Rbmxl1 Lsm6 Smarca5 Ndufb7 Tecr D8Ertd738e Gadd45gip1 Rad23a Calr Prdx2 Trir Wdr83os Vps35 Dnaja2 Brd7 Nudt21 Mt1 Polr2c Got2 Ciao2b Cbfb E2f4 Tmem208 Atp6v0d1 Ctcf Psmd7 Hp Cfdp1 Emc8 Aprt Trappc2l Ankrd11 Tcf25 Tomm20 Dcun1d5 Cwc15 Taf1d Pin1 Eif3g Mrpl4 Cdc37 Cdkn2d Elof1 Rp9 H2ax Trappc4 Rps25 Rexo2 Pts Sdhd Timm8b Rdx Acat1 Psma4 Etfa Imp3 Commd4 Cox5a Ubl7 Rplp1 Rpl4 Spg21 Ppib Snx1 Ciao2a Rps27l Bnip2 Gtf2a2 Sltm Polr2m Pigbos1 Rsl24d1 Arpp19 Cox7a2 Tmem30a Syncrip Tmed3 U2surp Rnf7 Copb2 Anapc13 Ppm1m Twf2 Rpl29 Manf Mapkapk3 Impdh2 Uqcrc1 Cmtm7 Stt3b Acaa1a Rpsa Eif1b Rpl14 Higd1a Plp2 Timm17b Was Rbm3 Ebp Atp6ap2 Ndufb11 Cfp Ube2a Rpl39 Mcts1 Hprt Idh3g Ssr4 Naa10 Emd Lage3 Fundc2 Vbp1 Igbp1 Pin4 Atrx Magt1 Cox7b Pgk1 Rpl36a Tceal9 Morf4l2 Hsd17b10 Smc1a Prdx4 Sms Eif1ax Rbbp7 Erdr1 TABULA_MURIS_SENIS_THYMUS_DN4_THYMOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_THYMUS_DN4_THYMOCYTE_AGEING Ptpn18 Hspe1 Sp110 Arl4c Tpr Tagln2 Mndal Ifi203 Smpdl3a Srgn Bsg Polr2e Gpx4 Atp5d Cirbp Ndufs7 Oaz1 S1pr4 Tle5 Hsp90b1 Slc25a3 Nap1l1 Pa2g4 Bloc1s1 Npm1 Rack1 Irf1 Hint1 Chd3 Eif5a Gabarap Ccl5 Vmp1 Nme2 Stat3 Nt5c Mif4gd Mettl23 Syngr2 Socs3 Arhgdia Wdr89 Srsf5 Batf Ifi27 Crip1 Tmed9 Ctla2a Nsa2 Dnajc9 Mrpl52 Psme1 Psme2 Tpt1 Dnajc15 Epsti1 Mycbp2 Gpr18 Fyb Il7r Pabpc1 Ly6d Ly6e Ly6a Ly6c2 Vps28 Rpl8 Il2rb Rac2 Apobec3 Rpl3 Tspo Prr13 Atp5g2 Comt Rnaset2b Sft2d1 Psmb1 Srrm2 Antkmt Cuta Rps10 Snrpc Gm6402 H2-K1 H2-Ke6 Psmb9 Psmb8 H2-Ab1 H2-Aa Csnk2b Ltb H2-D1 H2-Q4 Micos13 Ankrd12 Myl12b Rnf138 Gramd3 Cd74 Sec11c Smad7 Gstp1 Gstp3 Cdk2ap2 Sf3b2 Drap1 Ccdc85b Cfl1 Prdx5 Plaat3 Fth1 AW112010 Ms4a4b Ms4a6b Ostf1 Apbb1ip Swi5 Cd82 B2m Xrn2 Cst7 Chmp4b Scand1 Zfas1 Ptpn1 Ctsz Adrm1 Lime1 Scamp3 Fam189b Krtcap2 Tpm3 S100a4 S100a6 S100a11 Ctss Snhg8 Rps20 Tln1 Ybx1 Eif3i Tmem234 Runx3 Capzb Efhd2 Park7 Thap3 Aurkaip1 Tnfrsf18 Plac8 Crlf2 Tpst2 Selplg Rplp0 Arpc3 Fis1 Lamtor4 Arpc1b Gimap7 Gimap5 Gimap3 Tax1bp1 Capg Tmsb10 Spr Arl6ip5 Gapdh Klrd1 H2aj Rps5 Chmp2a Nop53 Tmem160 Pglyrp1 Rabac1 Fbl Gmfg Rinl Eif3k Hcst Fxyd5 Nkg7 Rpl13a Cd37 Rpl18 Rps3 Lamtor1 Taf10 Eif3f Lat Bola2 Aldoa Pkp3 Kbtbd11 Nsd3 Ssbp4 Lsm4 Jund Use1 Bst2 Pgls Klf2 Ndufb7 Calr Junb Wdr83os Psmb10 Cotl1 Cyba Aprt Rpl13 Izumo1r Smco4 AB124611 Thy1 Rexo2 Anxa2 Bcl2a1b Shisa5 Rpsa Cxcr6 Rbm3 Ssr4 Cxcr3 TABULA_MURIS_SENIS_THYMUS_IMMATURE_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_THYMUS_IMMATURE_T_CELL_AGEING Pdia3 Txnip Rnf10 Rbm3 Erdr1 TABULA_MURIS_SENIS_THYMUS_PROFESSIONAL_ANTIGEN_PRESENTING_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_THYMUS_PROFESSIONAL_ANTIGEN_PRESENTING_CELL_AGEING Rpl7 Rpl37a Fcmr Rps15 Rpl23a Rpl23 Cnp Cd79b Rpl38 Jpt1 Rps7 Rps29 Rps23 Rps24 Tpt1 Rpl8 Rac2 Tnrc6b Tnfrsf13c Nubp1 Rpl35a Rpl24 Rps10 Ltb Rpl36 Mzb1 Cd74 Rpl17 Ptprcap Fau Ms4a1 Rpl12 Rpl35 Rbm39 Rps21 Rps3a1 Fcrl1 Rps27 Cd2 Fubp1 Rps20 Rps8 Rpl11 Kmt2e Rpl9 Jchain Rpl5 Rpl6 Rpl21 Glcci1 Gimap6 Gimap7 Gimap1 Rps19 Cd79a Rps16 Cd22 Rpl13a Cd37 Rps3 Rpl27a Rps13 Rps15a Cd19 Coro1a Fus Rplp2 Uba52 Rpl18a Rpl13 Pou2af1 Eef1a1 Shisa5 Rpsa Rps4x Rpl36a TABULA_MURIS_SENIS_THYMUS_THYMOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_THYMUS_THYMOCYTE_AGEING Cops5 Rpl7 Mrpl30 Rpl31 Hspe1 Sumo1 Nop58 Eef1b2 Tuba4a Ncl Ptma Ndufa10 Dtymk Tsn Dbi Nucks1 Ube2t Timm17a Uchl5 Mrps14 Cacybp Mpc2 Sdhc Tagln2 Fh1 H3f3a Cenpf Fbxo5 Sf3b5 Abracl Rps12 Cenpw Rwdd1 Ppa1 Cdk1 Cisd1 Snrpd3 Ddt Mif Sumo3 Bsg Polr2e Gpx4 Atp5d Cirbp Ndufs7 Rps15 Oaz1 Mrpl54 Tle5 1500009L16Rik Slc25a3 Ndufa12 Mrpl42 Nap1l1 Llph Cdk4 Shmt2 Prim1 Naca Timeless Myl6 Rpl41 Pa2g4 Rps26 Sarnp Mrps24 Pold2 Ppia H2az2 Mdh1 Commd1 Rps27a Snrnp25 Npm1 Hmmr Nudcd2 Rack1 Hnrnpab Nhp2 Hint1 Ubb Ubb-ps Aurkb Trp53 Tmem256 Eif5a 0610010K14Rik Psmb6 Pfn1 C1qbp Rpl23a Tmem97 Lgals9 Dynll2 Nme2 Nme1 Mrpl27 Phb Atp5g1 Rpl23 Rpl19 Top2a Eif1 Nt5c3b Psmc3ip Tubg1 Aarsd1 Rpl27 Limd2 Fam104a Mrpl58 Atp5h Galk1 H3f3b Tk1 Birc5 Mrpl12 Arhgdia Alyref Anapc11 Cenpx Smc6 Rrm2 Rps7 Acp1 Bzw2 Psma6 Fkbp3 Psma3 Wdr89 Erh Rbm25 Tmed10 Slirp Psmc1 Calm1 Vrk1 Hsp90aa1 Siva1 Crip1 Psma2 H2ac23 H2ac11 H2ac8 Gmnn Tubb2a Tubb2b Eef1e1 Tmem14c Nol7 Dek Cks2 Sfxn1 Cltb Prelid1 Mxd3 Tmed9 Pcbd2 Macroh2a1 Ndufs6 Mrpl36 Cetn3 Rps23 Dhfr Nsa2 Btf3 Taf9 Cenph Cenpk Gzma Thoc7 Rpl15 Dnajc9 Mrps16 Chchd1 Vdac2 Rps24 Tkt Gnl3 Nt5dc2 Cdkn3 Apex1 Dad1 Mrpl52 Psmb5 Pabpn1 Psme1 Psme2 Nedd8 Rnaseh2b Pbk Esco2 Cdca2 Esd Tpt1 Gtf2f2 Uchl3 Oxct1 Cox6c Pabpc1 Eif3e Eny2 Mrpl13 Ndufb9 Ptp4a3 Ly6e Eef1d Cyc1 Rpl8 Txn2 Polr2f Rpl3 Phf5a Pmm1 Snu13 Cenpm Smdt1 Tuba1b Tuba1c Racgap1 Atp5g2 Nubp1 2610318N02Rik Sdf2l1 Ube2l3 Dgcr6 Ranbp1 Comt Cdc45 Rfc4 Fam162a Rpl24 Atp5j Sod1 Atp5o Hmgn1 Tmem242 Gtf2h5 Rnaset2b Mrpl18 Sod2 Psmb1 Elob Pgp Rps2 Ndufb10 Antkmt Metrn Stub1 Mrpl28 Cuta Uqcc2 Rps10 Snrpc Rpl10a Srsf3 Ppil1 1700097N02Rik U2af1 Ndufa7 Pfdn6 Rps18 H2-K1 Psmb9 Psmb8 H2-Ab1 Nelfe Lsm2 Clic1 Ddah2 Csnk2b Ddx39b H2-D1 Tcf19 Tubb5 Nrm H2-T10 Hsp90ab1 Mrpl14 Mrpl2 Ptcra Tomm6 Micos13 Rpl36 Ndufv2 Myl12a Dpy30 Srsf7 Calm2 Snrpd1 Reep5 Pfdn1 Rps14 Txnl1 Psmg2 Ska1 Rpl17 Ndufs8 Ptprcap Ppp1ca Sf3b2 Banf1 Drap1 Cfl1 Rnaseh2c Fau Fkbp2 Cox8a Polr2g Ubxn1 Eef1g Incenp Fth1 Fxn Pdlim1 Ndufb8 Npm3 Sfr1 Smc3 Cdc123 Atp5c1 Tubb4b Ssna1 Phpt1 Rpl7a Set Swi5 Rpl12 Ndufa8 Rpl35 Arpc5l Spc25 Ppig Atp5g3 Selenoh Mtch2 Psmc3 Eif3m Ccdc34 Knstrn Knl1 Nusap1 B2m Dut Ckap2l Snrpb Mrps26 Pcna Nxt1 Cst3 Gins1 Tpx2 Raly Eif2s2 Ahcy Dynlrb1 Ube2c Pfdn4 Aurka Prelid3b Psma7 Adrm1 Fabp5 Rbis Rpl22l1 Ndufb5 Dnajc19 Ccna2 Ndufc1 Exosc8 Smc4 Rps3a1 Hdgf Naxe Pmf1 Fdps Cks1b Tpm3 Jtb Psmb4 Psmd4 Anp32e Sf3b4 Rbm8a Phgdh Bcas2 Atp5pb Psma5 Gar1 Pla2g12a Ostc Aimp1 Cenpe H2az1 Adh5 Rps20 Ndufb6 Bag1 Stoml2 Clta Tomm5 Anp32b Smc2 Txn1 Rps6 Magoh Cdkn2c Uqcrh Nasp Akr1a1 Prdx1 Rps8 Cdc20 Ebna1bp2 Ybx1 Ppih Ppie Utp11 Cdca8 Mrps15 Clspn Psmb2 Ak2 Eif3i Zcchc17 Snrnp40 Snhg3 Atpif1 Dnajc8 Rpa2 Nudc Hmgn2 Stmn1 Rpl11 Micos10 Capzb Mrto4 Sdhb Srm Cenps Park7 Acot7 Rpl22 Gnb1 Mrpl20 Aurkaip1 Dnajc2 Psmc2 Rheb Tyms Cenpa Slbp Grpel1 Lyar Rpl9 Ube2k Utp3 Hnrnpd Hnrnpdl Plac8 Mrps18c Rpl5 Rplp0 Pebp1 Rpl6 Erp29 Arpc3 Denr Arl6ip4 Ran Chchd2 Rfc2 Mdh2 Myl10 Mospd3 Ppp1r35 Nudt1 Arpc1b Pdap1 Rpl21 Gtf3a Pomp Hmgb1 Rfc3 Rpa3 Naa38 Chchd3 Fmc1 Ndufb2 Mrps33 Cycs Lsm5 Mad2l1 Serbp1 Tmsb10 Bola3 Tex261 Snrpg Snrnp27 Lsm3 Rpl32 Phb2 Tpi1 Cdca3 Ptms Gapdh Mrpl51 Ndufa9 Rad51ap1 Rhno1 Lockd H2aj Rps9 Rpl28 Ube2s Rps5 Chmp2a Lig1 Nop53 Tmem160 Ap2s1 Calm3 Snrpd2 Tomm40 Rps19 Pafah1b3 Exosc5 Snrpa Psmc4 Fbl Rps16 Gmfg Mrps12 Eif3k Psmd8 Yif1b Tbcb Pdcd5 Etfb Emc10 Ptov1 Rps11 Rpl13a Pih1d1 Snrnp70 Ftl1 Rpl18 Emp3 Ldha Snrpa1 Mrps11 Prc1 Rps17 Ndufc2 Rps3 Lamtor1 Taf10 Eif3f Rpl27a Psma1 1110004F10Rik Rps13 Rps15a Uqcrc2 Plk1 Nsmce1 Lat Bola2 Kif22 Dctpp1 Bcl7c Rgs10 Nsmce4a Bub3 Glrx3 Rplp2 Polr2l Mrpl23 Neil3 Sap30 Hmgb2 Hpf1 Rex1bd Uba52 Ssbp4 Lsm4 Jund Ccdc124 Rpl18a Pgls Sin3b Rbmxl1 Ndufb7 Tecr Ddx39a Asf1b Gadd45gip1 Syce2 Trir Wdr83os Orc6 Polr2c Psmd7 Exosc6 Cfdp1 Cmc2 Cotl1 Gins2 Cox4i1 Cyba Rpl13 Tomm20 Smco4 Pin1 Eif3g Spc24 Elof1 Rp9 Dcps H2ax Atp5l Cd3g Rexo2 Psma4 Etfa Cox5a Rplp1 Kif23 Rpl4 Tipin Pclaf Ppib Ciao2a Anxa2 Gtf2a2 Ccnb2 Mns1 Arpp19 Eef1a1 Poc1a Rpl29 Manf Gpx1 Impdh2 Rpsa Rpl14 Exosc7 Plp2 Timm17b Rbm3 Ndufb11 Slc25a5 Hprt Hmgb3 Naa10 Emd Rpl10 Lage3 Dkc1 Fundc2 Rps4x Pgk1 Hmgn5 Rpl36a Tceal9 Bex3 Smc1a Prdx4 Eif1ax Tmsb4x Erdr1 TABULA_MURIS_SENIS_TONGUE_LANGERHANS_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TONGUE_LANGERHANS_CELL_AGEING Icos Skap1 Rpl38 Odc1 Ifrd1 Atp5mpl Cd83 Ctla2a Psmb8 Ly6g5b Ptprcap AW112010 Nkg7 Mfge8 Lat Thy1 Cd3g Sema7a Cxcr6 Cfp TABULA_MURIS_SENIS_TONGUE_BASAL_CELL_OF_EPIDERMIS_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TONGUE_BASAL_CELL_OF_EPIDERMIS_AGEING Eef1b2 Tuba4a Ccl20 Ptma Serpinb3a Tagln2 Vsig8 Ifi202b Stx11 Rps12 Ppa1 Cdk1 Gadd45b Tle5 Slc25a3 Phlda1 Ptges3 Rack1 Nhp2 Hint1 Aldh3a1 Cxcl16 Ccl2 Nme2 Nme1 Top2a Krt36 Krt16 Jpt1 Tk1 Birc5 Nfkbia Wdr89 Gpx2 Ifi27 Ifi27l2a H2ac23 Cks2 Ccnb1 Plac9 Lgals3 Pbk Tpt1 Tsc22d1 Slurp1 Ly6d Atf4 Rangap1 Pmm1 Tuba1b Tuba1c Racgap1 Krt6b Sod1 Rps10 Pfdn6 H2-K1 Csnk2b H2-D1 Ier3 Tubb5 Epcam Gm94 Tubb6 Fosl1 Ovol1 Fkbp2 Incenp Zfand5 Gsto1 Tubb4b Cysrt1 Rpl12 Selenoh Ehf Nusap1 B2m Dut Tgm3 Slpi Ube2c Rps21 Fabp5 Ccna2 Smc4 Fdps Cks1b S100a14 Sprr1b Selenbp1 Gstm1 H2az1 Adh7 Rps20 Pnrc1 Smc2 Ptgr1 Cdc20 Cdca8 Snhg12 Nudc Sfn Stmn1 Tyms Cenpa Tacc3 Cxcl1 Cxcl10 Shroom3 Rpl5 Pebp1 Hcar2 Ran Cldn4 Tacstd2 Tpi1 Cdca3 Ptms Mgst1 Rpl28 Ube2s Ube2m Apoc1 Apoe Plaur Lypd3 Sbsn Krtdap Rpl13a Ldha Prc1 Arl6ip1 Ifitm3 Rplp2 Hmgb2 Ddx39a Calr Spc24 H2ax Plet1 Cox5a Rplp1 Pclaf Ccnb2 Gsta4 Rpsa Rbm3 Pgk1 TABULA_MURIS_SENIS_TONGUE_KERATINOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TONGUE_KERATINOCYTE_AGEING Eef1b2 Vsig8 Rps12 Phlda1 Rack1 Aldh3a1 Krtap3-3 Krt36 Krt14 Krt16 Rpl38 Ifi27l2a Plac9 Tmem254 Tpt1 Krt84 Krt6b Rps10 H2-K1 Ly6g6c H2-D1 Gstp1 Rpl12 B2m Tgm3 Slpi Zfas1 Rps21 Fdps Sprr1b Gstm1 Adh7 Ptgr1 Pdzk1ip1 Apoc1 Sbsn Krtdap Ifitm3 Rplp2 Defb4 Calr Ces1d Nqo1 Rplp1 Gsta4 TABULA_MURIS_SENIS_TRACHEA_T_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_T_CELL_AGEING Mrpl15 Pcmtd1 Uggt1 Txndc9 Inpp1 Gtf3c3 Ino80dos Dock10 Pdcd1 Ubxn4 Dstyk Mpc2 Sdhc Tagln2 Srp9 Disp1 Ccdc28a Cep57l1 Tysnd1 Hnrnph3 Zwint Pdxk Bsg Rnf126 Palm Cirbp Plekhj1 Hmg20b Dohh S1pr4 Tle5 Polr3b Ppp1r12a Lyz2 Dtx3 Nabp2 Pym1 Mrps24 Ykt6 Spred2 Med9 Ncor1 Ubb-ps Polr2a Gps2 Gabarap Phf23 Pfn1 Crk Flot2 Nle1 AA465934 Dynll2 Abi3 Sp2 Mrpl45 Nt5c3b Rab5c Aarsd1 Fmnl1 Fam104a Armc7 Nt5c Unk Mrpl12 Arhgdia Mafg Rab10os Asxl2 Cenpo Laptm4a Ccdc71l Hectd1 Baz1a Ralgapa1 Trappc6b Actr10 Fntb Max Rbm25 Mideas Npc2 Tmed10 Calm1 Chga Yy1 Zfp386 Rala Elmo1 H2ac13 Abt1 H3c1 Tdp2 Riok1 Snrnp48 Smim13 Aspn Secisbp2 Sema4d Rab24 Prr7 Tmed9 Naa35 Glrx Fam172a Nsa2 Gtf2h2 Gzma Ndufs4 Thoc7 Selenok Gch1 Socs4 1700123O20Rik Ngdn Dok2 Itm2b Gpalpp1 Mycbp2 Obi1 Il7r Gpaa1 Maf1 Adck5 Vps28 Gga1 Lgals1 Tob2 Nup50 Cerk Trabd Prickle1 Rpap3 Kmt2b Krt83 Krt8 Mfsd5 Prr13 Ubald1 Socs1 Rmi2 Thap7 Dgcr8 Acap2 Ccdc58 Hcls1 Polq Adprh Trmt10c Urb1 Ifnar2 Tmem181a Rnaset2b Mpc1 Chd1 Thoc6 Atp6v0c Gfer Snrpc Taf11 Fance BC004004 Pfdn6 H2-K1 H2-Ke6 Rnf5 H2-D1 Ppp1r10 Yipf3 Mrpl2 Rrp36 Tbcc Ubr2 Sh3gl1 Myl12a Cdc42ep3 Pigf Epc1 Taf4b Rnf138 Cdc23 Zmat2 Yipf5 Eno1b Slc14a1 Mbp Cdk2ap2 Ptprcap Rps6kb2 Pold4 Sf3b2 Drap1 Cfl1 Rnaseh2c Fam89b Syvn1 Prdx5 Fkbp2 Polr2g B3gat3 Ahnak Fth1 Sdhaf2 Ostf1 Cdc37l1 Avpi1 Npm3 Ins1 Fam204a Nmt2 Prpf18 Vim Apbb1ip Ehmt1 Zmynd19 Abca2 Rabl6 Rapgef1 Prrc2b Gsn Gcg Dync1i2 Tmx2 Cd82 Abtb2 Nat10 Rtf1 Rpap1 Mrps26 1700037H04Rik Cds2 Commd7 Pxmp4 Chmp4b Map1lc3a BC029722 Bmp7 Adrm1 Lime1 Polr3k Dnajc19 Spry1 Larp1b Alg5 Kpna4 Pdcd10 Isg20l2 Mef2d 1700113A16Rik S100a4 S100a6 Mrpl9 Psmd4 Vps72 Cdc42se1 Sf3b4 Rap1a Taf13 Trmt13 Larp7 Gar1 Lef1 Gtf2b Lrrc40 Bag1 Ccdc107 Nr4a3 Dmac1 Ssbp3 Tmem59 Scp2 Tut4 Rnf11 Akr1a1 Cap1 Ppie Utp11 Trappc3 Adprs Zcchc17 Pum1 Tmem222 Tmem50a Syf2 Usp48 Necap2 Szrd1 Cela2a Espn Tprgl Gnb1 Ube2j2 Rbm33 Bod1l Lias Smim14 Ube2k Ociad1 Rchy1 Sdad1 Spp1 Ep400 Tpst2 Triap1 Cit Suds3 Pebp1 Orai1 Bcl7a Denr Gtf2ird1 Znhit1 Ppp1r35 Arpc1b Pdap1 Ssbp1 Gimap9 Gimap1 Herc6 Tmsb10 Pole4 Ino80b Tex261 Spr Tprkb Aak1 Rab43 Crbn Arpc4 Jagn1 Ankrd26 Wnk1 Grcc10 Mlf2 Ccnd2 Iapp Tfpt Mboat7 Ube2m Tmem160 Ap2s1 Vasp Trappc6a Gemin7 Rabac1 Dedd2 Exosc5 Mrps12 Nfkbib Ech1 Capns1 Rbm42 Fxyd5 Emc10 Nr1h2 Prmt1 Rpl13a Flt3l Cd37 Sphk2 Cyth2 Kdelr1 Sec11a Btbd1 Eed Eif3f Wee1 Polr3e Tnrc6a Il21r Gtf3c1 Lat Sgf29 Ypel3 Ino80e Maz Zfp689 Bcl7c Fus Hras Lsp1 Ins2 Arhgef7 6820431F20Rik Nsd3 Tti2 Dctn6 Tnks Frg1 Irf2 Ing2 Nr2c2ap Kxd1 Ssbp4 Jund Mpv17l2 Ocel1 Abhd8 Zfp330 Gadd45gip1 Junb Trir Polr2c Nip7 Ddx19a Cyba Ankrd11 Ccsap Aasdhppt Smco4 Fbxl12 Pin1 Cdc37 Elof1 Acp5 Rp9 Trappc4 Ubl7 Ppib Senp6 Bcl2a1b Cep70 Uba5 Rbm5 Ccdc12 Azi2 Oxsr1 Eif1b Wdr45 Zfp182 Thoc2 Cd40lg Arhgef6 Emd Ubl4a Ogt Bex3 Tsc22d3 Zrsr2 TABULA_MURIS_SENIS_TRACHEA_BASAL_EPITHELIAL_CELL_OF_TRACHEOBRONCHIAL_TREE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_BASAL_EPITHELIAL_CELL_OF_TRACHEOBRONCHIAL_TREE_AGEING Tle5 Lyz1 Ccl7 Ddx41 Tmem267 Cbr1 Tmem181c-ps Neurl1b Hspa1a Eng Tm4sf1 Rhoc Pxmp2 Grk3 Bri3 Selenow Dmkn Mcee Jund Gadd45gip1 Trir E2f4 TABULA_MURIS_SENIS_TRACHEA_ENDOTHELIAL_CELL_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_ENDOTHELIAL_CELL_AGEING Mrpl15 Wdr12 Igfbp5 Cnppd1 Stk16 Serpine2 Ptma Efhd1 Timm17a Pcp4l1 Myct1 Lims1 Col18a1 Tpgs1 Bsg Gpx4 Tle5 Naca Nabp2 Selenom Mrps24 Mdh1 Flt4 Sar1b Mrpl22 H2aw Grap Ntn1 Pfn1 Zfp830 Snf8 Copz2 Msl1 Meox1 Ccdc47 Icam2 Laptm4a Arl4a Pnn Klhdc2 Dhrs7 Npc2 Isca2 Ift43 Ahsa1 Ifi27 Serpina3n Crip2 Psma2 H2bc4 Tspan17 Prelid1 Tmed9 Trappc13 Ube2e1 Vdac2 Rps24 Sncg Ngdn Nedd8 Fbxo4 Emc2 Eef1d Txn2 Rpl3 Hdac7 Pcbp2 Hmox2 Cldn5 2510002D24Rik Mis18a Tmem204 Psmb8 Lsm2 Clic1 Ppp1r11 Gm9320 Dpy30 Cox7a2l Ecscr Phax BC031181 Txnl4a Gstp1 Ppp1ca Ccdc85b Cfl1 Malat1 Snx15 Fth1 Tmem109 Commd3 Egfl7 Surf1 Prpf40a Ptprj Cry2 Lmo2 Emc4 Srp14 Dynlrb1 Map1lc3a Pkig Psma7 Stmn2 Spg20 Lxn Rps3a1 Slc50a1 4933434E20Rik Rab13 S100a16 Sf3b4 Rbm8a Bcas2 Rhoc Atp5pb Stoml2 Clta Atp6v1g1 Tmem59 Prdx1 Urod Ybx1 Eva1b Smim12 Tmem50a Syf2 Ssu72 Sdf4 Fgl2 Bloc1s4 Hs3st1 Med28 Rplp0 Rpl6 Vps29 Arpc3 Denr Fis1 Cops6 Lamtor4 Pomp Gng11 Skap2 Tmsb10 Tex261 Mgll Phb2 Ptms Mlf2 Cd9 H2aj Arhgdib Rps9 Selenow Napa Ap2s1 Pglyrp1 Rabac1 Tbcb Scn1b Emc10 Akt1s1 Rpl13a Prss23 Rps3 Spcs2 Lamtor1 Cavin3 Eif3f Lyve1 Psma1 Aldoa 1700008J07Rik Hsd3b7 Glrx3 Echs1 Cracr2b Timm44 Atp13a1 Ssbp4 Ccdc124 Use1 Bst2 Klf2 Ndufb7 Trir Psmb10 Cyba Rnf166 2810013P06Rik Rpl13 Smco4 Elof1 Cox5a Oaz2 Ppib Ciao2a Plscr2 Rnf7 Rrp9 Inka1 Rpsa Rpl14 Rbm3 Fam3a Rps4x TABULA_MURIS_SENIS_TRACHEA_FIBROBLAST_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_FIBROBLAST_AGEING Rpl7 Ecrg4 Ptma Prg4 Srgn Bsg Slc25a3 Dcn Naca Cd63 Selenom Rps15a-ps6 Npm1 Rack1 Gpx3 Ubb Ubb-ps Kdm6b Pfn1 Chad H3f3b Cygb Cbr2 Laptm4a Rps7 Wdr89 Crip2 Calml3 Ninj1 Lgals3 Pdlim2 Tpt1 Ly6a Ly6c1 Eef1d Rpl8 Rpl3 Cpne8 Pfdn5 Prr13 Rpl31-ps12 Apod Rps10 Cdkn1a Gm6402 H2-K1 C4b Clic1 H2-D1 Ier3 Hsp90ab1 Gm9320 Cdc42ep3 Cox7a2l Rpl17 Cfl1 Scgb1a1 Fth1 Rbp4 Swi5 Fbln7 Cst3 Map1lc3a Pltp Rps3a1 Rhoc Rps20 Rps6 Sfn Rsrp1 Rpl11 Nbl1 Igfbp7 Cxcl1 Spp1 Rplp0 Pebp1 Rpl6 Fzd9 Hspb1 Arpc1b Tmem176b Tmem176a Gpnmb Hoxa7 Capg Tmsb10 Reg3g Cd9 Ldhb Rps9 Rps5 Selenow Apoe Rabac1 Fxyd5 Rpl13a Ftl1 Rps3 Eif3f Ifitm2 Cdkn1c Comp Jund Use1 Dnajb1 Ier2 Rrad Rpl13 Fxyd6 Cadm1 Rpl4 Pcolce2 Rpsa Rpl14 Rps4x TABULA_MURIS_SENIS_TRACHEA_GRANULOCYTE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_GRANULOCYTE_AGEING Stat1 Sumo1 Ier5 Acbd6 Tor3a Ranbp2 Sgta Tbc1d10a Atp6v0a1 Slc16a6 Adam17 Mgat2 Ptk2b Tomm22 5031439G07Rik Calm2 Polr2d Nars Acsl5 Abtb2 Hipk3 Dusp2 Ptpn1 Dido1 Crtc2 Dcaf12 Ptafr Wdr1 Rest Suds3 Ppp4r2 Egln2 Garre1 Pik3c2a Glg1 Pstpip1 Ccdc71 TABULA_MURIS_SENIS_TRACHEA_MACROPHAGE_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENIS_TRACHEA_MACROPHAGE_AGEING Tagln2 Rrp1 Bsg Map2k2 Tle5 Slc25a3 Lyz1 Nabp2 Rack1 Eif5a Pfn1 Nkiras2 Slc9a3r1 Arhgdia Prelid1 Tmed9 Lgals3 Esd Spry2 Ly6a Txn2 Rpl3 Cyb5r3 Prr13 Ranbp1 Comt Dcpp3 Snrpc Gm6402 H2-K1 Ltb Hsp90ab1 Reep5 Drap1 Cfl1 Ubxn1 Psmc3 Adrm1 Fabp5 Rps3a1 Psmd4 Il11ra1 Clta Gnb1 Igfbp7 Rplp0 Pebp1 Rpl6 Arpc3 Orai1 Fis1 Arpc1b Serbp1 Capg Tmsb10 Npm3-ps1 Tmem160 Vasp Exosc5 Rab4b Ltbp4 Tbcb Emc10 Rpl13a Ldha Rps3 Eif3f Jund Dnajb1 Cotl1 Cyba Rpl4 Uqcrc1 Rpsa Rpl14 Slc25a5 Bgn TABULA_MURIS_SENISTRACHEA_SMOOTH_MUSCLE_CELL_OF_TRACHEA_AGEING http://www.gsea-msigdb.org/gsea/msigdb/mouse/geneset/TABULA_MURIS_SENISTRACHEA_SMOOTH_MUSCLE_CELL_OF_TRACHEA_AGEING Bsg Tle5 Krt19 Dcxr Tmed9 Ly6e Prr13 Cfl1 Tgm2 S100a1 Pebp1 Vamp8 Arl6ip5 Ptms Mgp Chmp2a Spint2 Fxyd1 Jund Zbtb16 Bgn Msn