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["ID","Description","setSize","enrichmentScore","NES","pvalue","p.adjust","qvalue","rank","leading_edge","core_enrichment"]
["HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION","HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION",189,-0.74069997933524,-1.91237092610644,{"v":6.8115325772312e-21,"d":"6.81E-21"},{"v":3.4057662886156e-19,"d":"3.41E-19"},{"v":2.07930994462847E-19,"d":"2.08E-19"},1660,"tags=54%, list=11%, signal=49%","Gas1/Glipr1/Pfn2/Dab2/Myl9/Eno2/Wipf1/Wnt5a/Vcan/Ecm2/Cxcl12/Lgals1/Gpc1/Acta2/Vim/Vegfc/Itga2/Fbln2/Igfbp3/Bmp1/Loxl2/Tagln/Bdnf/Col8a2/Col5a3/Nnmt/Plaur/Mfap5/Nt5e/Sparc/Mest/Sdc1/Capg/Pdgfrb/Emp3/Lama2/Tnfrsf11b/Bgn/Edil3/Tpm2/Fmod/Timp1/Itga5/Fn1/Foxc2/Htra1/Pcolce/Lrp1/Gpx7/Slit3/Col5a2/Mmp14/Mmp2/Thy1/Gja1/Cthrc1/Col6a2/Loxl1/Igfbp4/Fap/Tgfbi/Adam12/Gem/Lox/Cxcl2/Msx1/Fstl1/Dpysl3/Col5a1/Areg/Fbn1/Abi3bp/Tnc/Inhba/Snai2/Sfrp4/Postn/Col12a1/Slit2/Fbln1/Thbs2/Col6a3/Pcolce2/Dcn/Col3a1/Col1a1/Tfpi2/Col1a2/Lamc2/Prrx1/Lrrc15/Ecm1/Cxcl5/Cdh11/Mmp3/Lama3/Fbn2/Lum/Cxcl3/Pthlh/Mmp1b/Grem1"]
["HALLMARK_OXIDATIVE_PHOSPHORYLATION","HALLMARK_OXIDATIVE_PHOSPHORYLATION",193,0.421031781512643,1.72501300182626,{"v":5.86563146922731e-09,"d":"5.87E-09"},{"v":9.77605244871219e-08,"d":"9.78E-08"},{"v":5.96853728447691E-8,"d":"5.97E-08"},5464,"tags=63%, list=37%, signal=41%","Bckdha/Atp1b1/Ldhb/Slc25a12/Aldh6a1/Cox8a/Fdx1/Aco2/Retsat/Acadsb/Echs1/Ndufb2/Mdh1/Acat1/Cox15/Uqcrfs1/Idh3g/Prdx3/Ldha/Casp7/Acadvl/Gpi1/Mtrr/Atp5o/Slc25a11/Suclg1/Atp5j2/Eci1/Afg3l2/Cyc1/Atp5b/Got2/Atp5j/Atp5a1/Idh3a/Nnt/Phyh/Ndufs7/Etfdh/Atp5c1/Mrps12/Cox10/Ndufs3/Ndufb8/Uqcr10/Hadha/Cox5b/Mpc1/Timm8b/Htra2/Aifm1/Idh2/Immt/Atp6v1e1/Gpx4/Etfa/Sdha/Uqcrc1/Atp5g3/Mrpl15/Ech1/Uqcr11/Cox6a1/Rhot2/Uqcrc2/Hsd17b10/Ndufv1/Timm50/Isca1/Fh1/Ndufb7/Opa1/Acaa1a/Atp5d/Acaa2/Slc25a20/Cox7a2/Ndufs8/Hspa9/Ndufa9/Idh3b/Atp6v1h/Pdha1/Cox7b/Timm17a/Abcb7/Sdhc/Atp6v1f/Pdhb/Vdac1/Surf1/Fxn/Atp5k/Oxa1l/Etfb/Phb2/Tcirg1/Ndufc2/Cpt1a/Mrps22/Mdh2/Lrpprc/Cox6b1/Timm9/Ndufc1/Ndufa5/Ndufa3/Mrpl35/Sdhd/Slc25a5/Ndufb6/Dlat/Ndufb5/Mrps30/Ndufs1/Mrpl34/Ndufa6/Cox4i1/Supv3l1/Cox17/Pmpca/Pdhx"]
["HALLMARK_INFLAMMATORY_RESPONSE","HALLMARK_INFLAMMATORY_RESPONSE",181,-0.638412173866771,-1.64767969665955,{"v":5.37566060372034e-09,"d":"5.38E-09"},{"v":9.77605244871219e-08,"d":"9.78E-08"},{"v":5.96853728447691E-8,"d":"5.97E-08"},2594,"tags=49%, list=17%, signal=41%","Nod2/Hif1a/Sphk1/Ptpre/Mxd1/Dcbld2/Calcrl/Ccl2/C3ar1/Icosl/Ebi3/Osm/Adgre1/Lif/P2ry2/Serpine1/Cd69/Slc7a2/Cd40/Gpr183/Tpbg/Il7r/Slc28a2/Gna15/Cybb/Gabbr1/Ptger2/Hbegf/Scn1b/C5ar1/Il10ra/Ccl7/Stab1/Cd48/Ptgir/Il4ra/Ptger4/Il18/Lpar1/Pik3r5/Msr1/Nlrp3/Tnfaip6/Edn1/Ptafr/Il1r1/Plaur/Icam1/Aplnr/Fpr1/Tlr1/Clec5a/Emp3/Rgs16/Timp1/Itga5/Ccl17/Cxcr6/Axl/Ccr7/Gpc3/Best1/Tacr1/Kcnmb2/Csf3/Mmp14/Il1a/Adora2b/Il18rap/Csf3r/Pcdh7/Gpr132/Tnfrsf9/Hrh1/Ccl24/Sell/Aqp9/Inhba/Ifitm1/Has2/Pdpn/Il1b/Bdkrb1/Cxcl5/Mefv/Ccl22/Ereg/Olr1/Ffar2"]
["HALLMARK_APICAL_JUNCTION","HALLMARK_APICAL_JUNCTION",176,-0.632831699687548,-1.63198284444416,{"v":1.00340881073986E-8,"d":"1.00E-08"},{"v":1.25426101342482e-07,"d":"1.25E-07"},{"v":7.65759355564632e-08,"d":"7.66E-08"},3139,"tags=48%, list=21%, signal=38%","Actb/Nectin3/Cap1/Itgb1/Sirpa/Cldn4/Epb41l2/Cercam/Itgb4/Lima1/Cldn15/Vcl/Vasp/Nlgn2/Col16a1/Cldn6/Jam3/Cd274/Arpc2/Icam2/Nexn/Itga10/Nectin1/Itga9/Nrxn2/Vcam1/Pecam1/Gamt/Cd276/Dmp1/Fyb/Itga3/Vwf/Msn/Icam5/Kcnh2/Sgce/Myl9/Actn1/Vcan/Ptprc/Cd86/Layn/Actc1/Ppp2r2c/Rac2/Rhof/Cnn2/Itga2/Cd209b/Cldn5/Flnc/Bmp1/Syk/Mdk/Atp1a3/Cd34/Icam1/Thbs3/Tnfrsf11b/Gnai1/Cdh3/Fscn1/Lamb3/Pard6g/Mmp2/Adamts5/Thy1/Speg/Tgfbi/Actg2/Fbn1/Tro/Slit2/Cdh15/Cdsn/Acta1/Lamc2/Actn3/Cdh11/Col17a1/Lama3/Mmp9/Dsc3"]
["HALLMARK_ALLOGRAFT_REJECTION","HALLMARK_ALLOGRAFT_REJECTION",171,-0.642005077285307,-1.65561104166422,{"v":1.60021704810947e-08,"d":"1.60E-08"},{"v":1.60021704810947E-7,"d":"1.60E-07"},{"v":9.76974618845782e-08,"d":"9.77E-08"},3259,"tags=58%, list=22%, signal=46%","Jak2/Tlr2/Cd47/Cd28/Apbb1/Cd3e/Fas/Cd3g/Srgn/Lck/Zap70/Npm1/Lyn/Csf1/Tgfb1/Tnf/Gpr65/Il12rb1/H2-Oa/Hif1a/H2-DMa/Ube2n/Itk/Ifngr1/Ets1/Ccl2/H2-Ob/Flna/F2r/Icosl/Cd3d/Irf8/Lif/Ly86/Degs1/Hcls1/Cd74/Fyb/Socs1/Cd40/Cd247/Cdkn2a/H2-Aa/Il16/Ctss/Was/Stat4/Pf4/Igsf6/Il2ra/Itgal/Fcgr2b/Cfp/Ccl7/Stab1/Ccr5/Ptprc/St8sia4/Cd86/Itgb2/Ncf4/Ccl4/Il27ra/Spi1/Il4ra/Il18/Cd4/Nlrp3/Ccr1/Ccnd2/Cxcl13/C2/Hdac9/Prkcb/Elf4/Ltb/Icam1/Cd2/Tlr1/Capg/Ccl11/Timp1/Il2rg/Irf4/Thy1/Il18rap/Ccr2/Bcat1/Fgr/Cxcr3/Inhba/Prf1/Il11/Il1b/Ccl22/Ereg/Cd80/Mmp9/Krt1"]
["HALLMARK_INTERFERON_ALPHA_RESPONSE","HALLMARK_INTERFERON_ALPHA_RESPONSE",94,0.523032154886988,2.06347073827302,{"v":5.20459861108836e-08,"d":"5.20E-08"},{"v":4.3371655092403e-07,"d":"4.34E-07"},{"v":2.64795367932566e-07,"d":"2.65E-07"},1649,"tags=45%, list=11%, signal=40%","Cmpk2/Rsad2/Usp18/Irf7/Ifit3/Trim14/Mx2/Dhx58/Ddx60/Ifi44/Isg15/Oas1a/Oas1g/Ifih1/Gbp3/H2-Q7/Rtp4/Bst2/Herc6/Trim21/Stat2/Irf9/Lgals3bp/Ifi27/Eif2ak2/Tap1/H2-Q10/Lap3/Uba7/Adar/Ly6e/Cnp/Ifi35/Parp12/Psmb8/Parp9/Helz2/Psmb9/Ifit2/Trim25/Slc25a28/Gbp2"]
["HALLMARK_KRAS_SIGNALING_UP","HALLMARK_KRAS_SIGNALING_UP",182,-0.610352871055847,-1.57517238647629,{"v":4.39192688883638e-07,"d":"4.39E-07"},{"v":3.13709063488313e-06,"d":"3.14E-06"},{"v":1.91527638761285E-6,"d":"1.92E-06"},2732,"tags=47%, list=18%, signal=39%","Mycn/Cmklr1/Tmem158/Angptl4/Plvap/Flt4/Dock2/Dcbld2/Ets1/Ly96/Il33/Gprc5b/St6gal1/C3ar1/Spp1/Irf8/Pecam1/Lif/F13a1/Adgrl4/Il1rl2/Cd37/Laptm5/Il7r/Ptgs2/Ctss/Fcer1g/Tlr8/Hbegf/Scn1b/Gadd45g/Il10ra/Lat2/Adam8/Itgb2/Emp1/Itga2/Gfpt2/Igfbp3/Clec4a3/Gng11/Ccnd2/Hdac9/Nrp1/Tfpi/Adgra2/Prdm1/Klf4/Plaur/Snap25/Hsd11b1/Gypc/Wnt7a/Mmd/Aldh1a3/Mmp11/Rgs16/Slpi/Plat/Il2rg/Tnnt2/Abcb1a/Aldh1a2/Retn/Itgbl1/Cfh/Ngf/Ephb2/Rbp4/Spon1/Inhba/Igf2/Plau/Pdcd1lg2/Bmp2/Gpnmb/Prrx1/Il1b/Adamdec1/Ereg/Tmem100/Mmp10/Prkg2/Mmp9/Ppbp"]
["HALLMARK_COAGULATION","HALLMARK_COAGULATION",113,-0.647623345601813,-1.6513687278716,{"v":1.93188726059206E-6,"d":"1.93E-06"},{"v":1.20742953787003e-05,"d":"1.21E-05"},{"v":7.37167507331182e-06,"d":"7.37E-06"},2713,"tags=53%, list=18%, signal=44%","Ctsb/Usp11/Cfi/F2rl2/Rapgef3/C3/Lgmn/C1qa/Capn2/Pdgfb/Pecam1/Tmprss6/Serpine1/Timp3/Vwf/Gda/Mmp8/Apoc2/Gsn/Ctse/Pf4/Ctsl/Dusp14/Anxa1/P2ry1/C9/Prss23/A2m/Plek/Itga2/F10/C2/Ang/Bmp1/Mst1/Sparc/Thbd/Mmp11/Timp1/Plat/Fn1/Htra1/Lrp1/Mmp14/Mmp2/C1s1/Cfh/Serping1/Fbn1/Cfd/Klk8/Plau/Tfpi2/Ctsk/Mmp3/Mmp10/Olr1/Serpinb2/Mmp9/Mmp1b"]
["HALLMARK_TNFA_SIGNALING_VIA_NFKB","HALLMARK_TNFA_SIGNALING_VIA_NFKB",196,-0.587714578845112,-1.51862282099653,{"v":3.91008072821449e-06,"d":"3.91E-06"},{"v":2.17226707123027E-5,"d":"2.17E-05"},{"v":1.32622621190901e-05,"d":"1.33E-05"},3281,"tags=46%, list=22%, signal=37%","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"]
["HALLMARK_ANGIOGENESIS","HALLMARK_ANGIOGENESIS",33,-0.755758692226638,-1.74747393085747,{"v":3.57267053868777e-05,"d":"3.57E-05"},{"v":0.000162394115394898,"d":"1.62E-04"},{"v":9.91458809779381e-05,"d":"9.91E-05"},1873,"tags=58%, list=13%, signal=50%","Pdgfa/Pf4/Vcan/Ccnd2/Nrp1/Lpl/Thbd/Timp1/Jag2/Col5a2/S100a4/Jag1/Msx1/Fstl1/Postn/Col3a1/Cxcl5/Lum/Olr1"]
["HALLMARK_IL2_STAT5_SIGNALING","HALLMARK_IL2_STAT5_SIGNALING",185,-0.578313268275076,-1.49278348659296,{"v":3.56937126888954e-05,"d":"3.57E-05"},{"v":0.000162394115394898,"d":"1.62E-04"},{"v":9.91458809779381e-05,"d":"9.91E-05"},3211,"tags=43%, list=22%, signal=34%","Wls/Serpinc1/Dhrs3/Eno3/Muc1/Car2/Plpp1/Ikzf2/Csf1/P4ha1/Tlr7/Gpr65/Igf1r/F2rl2/Mxd1/Serpinb6a/Plscr1/Ifngr1/Gadd45b/Irf6/Tnfrsf4/Cd79b/Spp1/Enpp1/Praf2/Pim1/Irf8/She/Ahnak/Cst7/Lif/Odc1/Socs1/Cdkn1c/Cd44/Cd83/Batf/Lrrc8c/Map6/Ptger2/Il2ra/Il10ra/Cd48/Cd86/Ckap4/Emp1/Il4ra/Il3ra/Rhoh/Ccnd2/Hopx/Alcam/Batf3/Nrp1/Gsto1/Ltb/Nt5e/Slc2a3/Capg/Glipr2/Rgs16/St3gal4/Ncs1/Irf4/Abcb1a/Adam19/Selp/Col6a1/Eomes/Tnfrsf9/Sell/Pth1r/Icos/Il1r2/Penk/Bmp2/Ecm1/Tnfsf11/Il1rl1"]
["HALLMARK_COMPLEMENT","HALLMARK_COMPLEMENT",171,-0.562784730104308,-1.45131658020617,{"v":2.67196461590055E-4,"d":"2.67E-04"},0.00102840016576748,{"v":0.000627865364363307,"d":"6.28E-04"},3034,"tags=42%, list=20%, signal=33%","Anxa5/Rhog/Car2/Lyn/Prep/Col4a2/Rasgrp1/Cxcl1/Ctsb/Cblb/Ehd1/C3/Prcp/Plscr1/Pdp1/Dock10/Lgmn/C1qc/C1qa/Cdh13/Pim1/Pdgfb/Spock2/Lgals3/Ctsc/Tmprss6/Serpine1/Ctss/Mmp8/Fcer1g/Was/Gng2/Kynu/Ctsl/Gngt2/Itgam/Cdk5r1/C9/Pla2g7/Gnb4/Zeb1/Plek/Cd36/F10/Pik3r5/C2/Ang/Dgkh/Mmp12/Ltf/Plaur/Kcnip3/Timp2/Timp1/Plat/Fn1/Lrp1/Mmp14/C1s1/Cfh/Cxcl2/Serping1/F7/Zfpm2/Tfpi2/Mmp13/Pcsk9/S100a9/Cxcl3/Olr1/Serpinb2"]
["HALLMARK_MYOGENESIS","HALLMARK_MYOGENESIS",168,-0.557456386949566,-1.43684017902524,{"v":0.000267384043099546,"d":"2.67E-04"},0.00102840016576748,{"v":0.000627865364363307,"d":"6.28E-04"},3025,"tags=46%, list=20%, signal=37%","Itgb1/Hspb8/Mras/Myom1/Col4a2/Mef2c/Casq1/Itgb4/Pygm/Mylk/Mef2a/Tgfb1/Ptp4a3/Ppfia4/Ryr1/Tpm3/Sphk1/Gadd45b/Myh11/Sspn/Ncam1/Cnn3/Cdh13/Col15a1/Fkbp1b/Tnnt1/Ablim1/Mylpf/Cacng1/Pdlim7/Gsn/Dmpk/Ckm/Kcnh2/Nav2/Hbegf/Schip1/Tnni1/Sod3/Tcap/Igfbp7/Ak1/Actc1/Itga7/Cd36/Igfbp3/Des/Dapk2/Tagln/Atp2a1/Aplnr/Sparc/Lama2/Lsp1/Tpm2/Bdkrb2/Gpx3/Cacna1h/Tnnt2/Speg/Col6a2/Adam12/Aebp1/Gja5/Casq2/Ptgis/Igf1/Kcnh1/Cfd/Tnni2/Fst/Fhl1/Col6a3/Col3a1/Col1a1/Acta1/Actn3/Tnnt3"]
["HALLMARK_IL6_JAK_STAT3_SIGNALING","HALLMARK_IL6_JAK_STAT3_SIGNALING",83,-0.616006853016117,-1.55042420932593,{"v":0.00049449127425764,"d":"4.94E-04"},0.00176604026520585,1.07821405665199E-3,3716,"tags=55%, list=25%, signal=42%","Cntfr/Il6/Il17ra/Ptpn1/Il7/Csf2ra/Cd14/Il6st/Tlr2/Fas/Csf1/Cxcl1/Tgfb1/Tnf/Il12rb1/Ifngr1/Itga4/Il13ra1/Pim1/Ebi3/Cd38/Il17rb/Socs1/Cd44/Pf4/Il2ra/Ccl7/A2m/Il4ra/Il3ra/Cd36/Pik3r5/Socs3/Ccr1/Cxcl13/Il1r1/Reg1/Ltb/Lepr/Csf2rb2/Il2rg/Csf3r/Cxcl2/Il1r2/Il1b/Cxcl3"]
["HALLMARK_KRAS_SIGNALING_DN","HALLMARK_KRAS_SIGNALING_DN",126,-0.558941064679151,-1.43030410144978,0.0029287012724702,0.00976233757490069,0.00596016399309726,2076,"tags=34%, list=14%, signal=30%","Gamt/Lypd3/Ccdc106/Fgfr3/Cacng1/Edn2/Ckm/Pdcd1/Kcnmb1/Ptgfr/Nudt11/Tgm1/Actc1/Plag1/Kcnd1/Synpo/Edar/Edn1/Lfng/Camk1d/Hc/Dlk2/Htr1d/Akr1b8/Klk7/Pkp1/Klhdc8a/Klk8/Shox2/Gdnf/Tenm2/Clstn3/Mefv/Htr1b/Cd80/Krt15/Krt4/Krt5/Serpinb2/Krt1/Calm4/Krt13/Alox12b"]
["HALLMARK_INTERFERON_GAMMA_RESPONSE","HALLMARK_INTERFERON_GAMMA_RESPONSE",193,0.284535806745401,1.16577414739937,0.00502559606042898,0.0157049876888405,0.00958830827318687,1767,"tags=28%, list=12%, signal=25%","Cmpk2/Rsad2/Usp18/Irf7/Ifit3/Trim14/Mx2/Dhx58/Ddx60/Ifi44/Oas3/St3gal5/Isg15/Il18bp/Ifih1/Gbp3/H2-Q7/Rtp4/Bst2/Herc6/Zbp1/Oas2/Xaf1/Pfkp/Gm8909/Trim21/Stat2/Auts2/Irf9/Lgals3bp/Ifi27/Eif2ak2/Tap1/H2-Q10/Lap3/Adar/Il15ra/Ly6e/Gbp9/Znfx1/Ifi35/Parp12/Psmb8/Helz2/Sod2/Psmb9/Ifit2/Nlrc5/Trim25/Slc25a28/Stat1/Casp7/Ifit1bl1/Cmtr1"]
["HALLMARK_APOPTOSIS","HALLMARK_APOPTOSIS",154,-0.525813208979299,-1.35440083387706,0.0076328211308627,0.022449473914302,0.0137059946003107,2444,"tags=25%, list=16%, signal=21%","Ifngr1/Gadd45b/F2r/Cd38/Lgals3/Cd69/Timp3/Cd44/Gsr/Gna15/Gsn/Anxa1/Plcb2/Eno2/Rnasel/Gstm2/Emp1/Il18/Egr3/Ccnd2/Cav1/Timp2/Cd2/Pdgfrb/Bgn/Timp1/Plat/Gpx3/Il1a/Mmp2/Hgf/Pmaip1/Prf1/Dcn/Igfbp6/Bmp2/Il1b/Ereg/Lum"]
["HALLMARK_P53_PATHWAY","HALLMARK_P53_PATHWAY",189,-0.497223118396178,-1.28375193997199,0.0178267401101652,0.0495187225282368,0.0302324832277656,3164,"tags=34%, list=21%, signal=27%","Ada/Gm2a/Fas/Tnfsf9/Slc19a2/Ccng1/Sesn1/Def6/Itgb4/Tm7sf3/Rnf19b/Slc35d1/Tgfb1/Blcap/Ptpn14/Mdm2/Serpinb5/Sphk1/Ptpre/Mxd1/Hspa4l/F2r/Cdh13/Cyfip2/Abat/Lif/Rap2b/Socs1/Perp/Phlda3/Pdgfa/Cdkn2a/Steap3/Abcc5/Hbegf/Apaf1/Cdkn2b/Stom/Cdk5r1/S100a10/Tnni1/Tsc22d1/Ak1/Plk3/Zfp365/Ccnd2/Slc7a11/Clca2/Klf4/Upp1/Sdc1/Rgs16/Sfn/Rrad/Jag2/S100a4/Il1a/Dram1/Klk8/Trp63/Procr/Bmp2/Krt17/Tchh"]
["HALLMARK_UV_RESPONSE_DN","HALLMARK_UV_RESPONSE_DN",138,-0.505780797410884,-1.29843234575426,0.0280853633984296,0.073908851048499,0.0451232985348731,3483,"tags=41%, list=23%, signal=31%","Pmp22/Abcc1/Acvr2a/Irs1/Sri/Met/Nfkb1/Spop/Atp2b1/Cacna1a/Nek7/Runx1/Dusp1/Pdlim5/Fzd2/Cdon/Rasa2/Igf1r/Lamc1/Arhgef9/Dlc1/Ltbp1/Anxa2/Atp2b4/Fbln5/Rnd3/Ptprm/Syne1/Pik3cd/Map1b/Serpine1/Magi2/Kcnma1/Kalrn/Schip1/Apbb2/Ptgfr/Dab2/Id1/Lpar1/Cav1/Nrp1/Tfpi/Bdnf/Pdgfrb/Inpp4b/Col5a2/Adora2b/Gja1/Fhl2/Snai2/Has2/Col3a1/Col1a1/Col1a2/Efemp1"]
["HALLMARK_BILE_ACID_METABOLISM","HALLMARK_BILE_ACID_METABOLISM",91,0.320863050616737,1.27448073532131,0.0300285985570191,0.0750714963925479,0.045833124113345,2339,"tags=36%, list=16%, signal=31%","Slc29a1/Gnmt/Klf1/Pex11a/Cyp46a1/Abca3/Rxrg/Pfkm/Hsd3b7/Mlycd/Pecr/Nudt12/Pex11g/Slc35b2/Abca2/Lonp2/Paox/Retsat/Slc23a1/Amacr/Abcd3/Ephx2/Cat/Pnpla8/Optn/Pex26/Pex1/Gnpat/Pipox/Abca8b/Pex16/Phyh/Pex7"]
["HALLMARK_E2F_TARGETS","HALLMARK_E2F_TARGETS",194,0.262666484669367,1.0791778391949,0.0360537788861808,0.085842330681383,0.0524090018896865,6400,"tags=56%, list=43%, signal=32%","Spag5/Shmt1/Dck/Tfrc/Xrcc6/Mki67/Pola2/Ncapd2/Cdkn3/Pold2/Hmmr/Rfc1/Rrm2/Brca2/Tbrg4/Smc3/Cenpm/Pan2/Rad50/Pms2/Spc24/Tcf19/Dnmt1/Mcm6/Ccnb2/Hells/Tk1/Chek1/Rnaseh2a/Wee1/Cdca3/Rpa1/Lig1/Racgap1/Espl1/Kif22/Plk1/Pole/Pcna/Mcm2/Mcm5/Wdr90/Mlh1/Chek2/Dctpp1/Nup205/Rad51ap1/Brca1/Ezh2/Dlgap5/Nolc1/Ilf3/Rfc3/Smc1a/Spc25/Ing3/Dscc1/Aurkb/Lyar/Cse1l/Aurka/Cbx5/Naa38/Kif4/Cdc25a/Ung/Snrpb/Cdk1/Birc5/Mthfd2/Nme1/Cdc20/Nop56/Msh2/Gins4/Pold1/Melk/Mcm7/Pold3/Ssrp1/Nbn/Ak2/Stmn1/Stag1/Depdc1a/Timeless/Hus1/Mcm3/Pole4/Ube2t/Prim2/Kif18b/Pttg1/Rad21/Diaph3/Prdx4/Rad51c/Mre11a/Rbbp7/Cenpe/Asf1b/Paics/Hmgb3/Rad1/Atad2/Pa2g4/Mad2l1/Gspt1/Mms22l"]
["HALLMARK_ESTROGEN_RESPONSE_LATE","HALLMARK_ESTROGEN_RESPONSE_LATE",178,-0.459337320884525,-1.18488071101818,0.0993987975951903,0.225906358170887,0.137921776567489,1958,"tags=21%, list=13%, signal=18%","Fabp5/Perp/Tpbg/Cd44/Fgfr3/Batf/Prss23/Cxcl12/Ptges/Egr3/Cav1/Rab31/Cyp26b1/Ltf/Klf4/Mdk/Mest/Papss2/Sult2b1/Olfm1/Sfn/Cxcl14/Dusp2/Igfbp4/Klk10/Areg/Ptger3/Gjb3/Npy1r/Nbl1/Tfpi2/Trim29/Lamc2/Tpsb2/S100a9/Klk11/Krt13"]
["HALLMARK_MYC_TARGETS_V1","HALLMARK_MYC_TARGETS_V1",193,0.161229069379236,0.660573033114792,0.129749015417459,0.282063076994477,0.17220693121768,12076,"tags=99%, list=81%, signal=19%","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"]
["HALLMARK_WNT_BETA_CATENIN_SIGNALING","HALLMARK_WNT_BETA_CATENIN_SIGNALING",39,-0.521784009584963,-1.23189315210544,0.172402382528127,0.359171630266931,0.219283732162968,2558,"tags=31%, list=17%, signal=26%","Ppard/Wnt5b/Rbpj/Tcf7/Fzd1/Ccnd2/Peg12/Gnai1/Jag2/Jag1/Axin2/Wnt6"]
["HALLMARK_APICAL_SURFACE","HALLMARK_APICAL_SURFACE",37,-0.51379162435622,-1.20505594191564,0.205614735907678,0.411229471815357,0.251066414371481,2673,"tags=32%, list=18%, signal=27%","Slc2a4/Dcbld2/Lypd3/Mdga1/Gas1/Plaur/Mal/Il2rg/Thy1/Ntng1/Srpx/Pcsk9"]
["HALLMARK_HEDGEHOG_SIGNALING","HALLMARK_HEDGEHOG_SIGNALING",32,-0.501731820613147,-1.15699269010168,0.278129236330772,0.49523110785033,0.302351623740201,1830,"tags=34%, list=12%, signal=30%","Dpysl2/Unc5c/Celsr1/Cdk5r1/Cdk6/Nrp1/Slit1/Crmp1/Nrp2/Thy1/Gli1"]
["HALLMARK_ESTROGEN_RESPONSE_EARLY","HALLMARK_ESTROGEN_RESPONSE_EARLY",185,-0.421533711308937,-1.08809290362834,0.280993390747045,0.49523110785033,0.302351623740201,3470,"tags=36%, list=23%, signal=28%","Hr/Krt19/Scnn1a/Il6st/Adcy1/Mybl1/Fdft1/Pdlim3/Jak2/Dhrs3/Pgr/Muc1/Slc19a2/Syt12/Hspb8/Tubb2b/Rasgrp1/Rbbp8/Myof/Igf1r/Slc39a6/Tiparp/Dlc1/Greb1/Slc24a3/Mast4/Il17rb/Abat/P2ry2/Endod1/Slc7a2/Ablim1/Tpbg/Cd44/Celsr1/Nav2/Cbfa2t3/Ugcg/Fcmr/Prss23/Cxcl12/Ptges/Snx24/Egr3/Mreg/Rab31/Tsku/Cyp26b1/Klf4/Papss2/Sult2b1/Gfra1/Olfm1/Sfn/Olfml3/Gja1/Igfbp4/Klk10/Fhl2/Areg/Pmaip1/Bcl11b/Npy1r/Nbl1/Krt15/Aqp3/Krt13"]
["HALLMARK_XENOBIOTIC_METABOLISM","HALLMARK_XENOBIOTIC_METABOLISM",169,-0.421885949935753,-1.08754745867177,0.286932103098987,0.49523110785033,0.302351623740201,3136,"tags=30%, list=21%, signal=24%","Fas/Ugdh/Slc6a6/Car2/Cyp27a1/Pdlim5/Pdk4/Slc35d1/Ptges3/Atoh8/Cndp2/Cyp2s1/Ptgr1/Ppard/Esr1/Irf8/Cyfip2/Apoe/Serpine1/Tpst1/Enpep/Abcc3/Gsr/Kynu/Man1a/Gcnt2/Abcd2/Ptges/Cd36/F10/Gsto1/Il1r1/Reg1/Hsd11b1/Upp1/Slc12a4/Papss2/Aldh3a1/Fmo1/Hsd17b2/Igfbp4/Lcat/Bcat1/Rbp4/Igf1/Aqp9/Cyp26a1/Fbln1/Adh7/Gsta1/Akr1c18"]
["HALLMARK_ANDROGEN_RESPONSE","HALLMARK_ANDROGEN_RESPONSE",94,0.274308695480081,1.08220491051701,0.287234042553191,0.49523110785033,0.302351623740201,1647,"tags=20%, list=11%, signal=18%","Klk1/Spdef/Akap12/Iqgap2/Abhd2/Homer2/Stk39/Slc26a2/Rab4a/Insig1/Zbtb10/Fkbp5/Scd2/Krt8/Scd1/Dbi/Herc3/Xrcc6/H1f0"]
["HALLMARK_TGF_BETA_SIGNALING","HALLMARK_TGF_BETA_SIGNALING",52,-0.454304238109782,-1.10406893567682,0.333262305561474,0.537519847679797,0.328170012267665,4143,"tags=37%, list=28%, signal=26%","Junb/Ifngr2/Rhoa/Bmpr2/Smad7/Klf10/Slc20a1/Fkbp1a/Smad1/Eng/Tgfbr1/Tgfb1/Acvr1/Serpine1/Cdkn1c/Id1/Rab31/Id3/Bmp2"]
["HALLMARK_UV_RESPONSE_UP","HALLMARK_UV_RESPONSE_UP",147,-0.419152973992825,-1.07808859878305,0.323183599638227,0.537519847679797,0.328170012267665,1969,"tags=16%, list=13%, signal=14%","Dlg4/Cdkn1c/Kcnh2/Cdkn2b/Ctsl/Eno2/Ntrk3/Icam1/Gpx3/Fmo1/Olfm1/Rrad/Fgf18/Mmp14/Abcb1a/Htr7/Msx1/Nptx2/Shox2/Ptprd/Bmp2/Aqp3/Tchh"]
["HALLMARK_MYC_TARGETS_V2","HALLMARK_MYC_TARGETS_V2",58,0.284172213026028,1.0503532163743,0.345849802371541,0.540390316205533,0.329922508841273,4579,"tags=45%, list=31%, signal=31%","Slc29a2/Pus1/Las1l/Rcl1/Aimp2/Slc19a1/Tbrg4/Exosc5/Grwd1/Mphosph10/Plk1/Mcm5/Ppan/Wdr74/Dctpp1/Pprc1/Farsa/Pes1/Nolc1/Phb/Tcof1/Noc4l/Mybbp1a/Nop16/Ung/Ipo4"]
["HALLMARK_UNFOLDED_PROTEIN_RESPONSE","HALLMARK_UNFOLDED_PROTEIN_RESPONSE",109,0.248075487108564,1.01103470192181,0.388059701492537,0.587969244685662,0.358970696755457,4915,"tags=39%, list=33%, signal=26%","Slc7a5/Xbp1/Asns/Herpud1/Serp1/Stc2/Aldh18a1/Chac1/Cebpb/Psat1/Iars/Ifit1bl1/Eif2ak3/Srpr/Dctn1/Exosc2/Nop14/Preb/Cxxc1/Yif1a/Exosc5/Srprb/Hyou1/Ttc37/Exosc4/Atf3/Hspa9/Nolc1/Lsm4/Slc30a5/Ddit4/Eef2/Banf1/Edc4/Eif4g1/Tars/Mthfd2/Gemin4/Ddx10/Dnaja4/Nop56/Eif4ebp1"]
["HALLMARK_NOTCH_SIGNALING","HALLMARK_NOTCH_SIGNALING",31,-0.455447086145094,-1.04589953833231,0.434501531133038,0.638972839901527,0.390109733834616,2920,"tags=35%, list=20%, signal=29%","St3gal6/Dtx2/Tcf7l2/Ppard/Dtx4/Heyl/Wnt5a/Fzd1/Lfng/Jag1/Wnt2"]
["HALLMARK_MTORC1_SIGNALING","HALLMARK_MTORC1_SIGNALING",195,0.217107917287548,0.893508443707943,0.529303480333966,0.756147829048522,0.461648148261203,1978,"tags=16%, list=13%, signal=14%","Egln3/Trib3/Aldoa/Slc7a5/Vldlr/Tm7sf2/Me1/Xbp1/Got1/Asns/Pfkl/Insig1/Ak4/Dhcr7/Bhlhe40/Scd2/Tfrc/Scd1/Serp1/Eno1/Rdh11/Slc37a4/Ldha/Psat1/Tpi1/Adipor2/Gpi1/Igfbp5/Slc9a3r1/Hmbs/Gapdh"]
["HALLMARK_DNA_REPAIR","HALLMARK_DNA_REPAIR",144,0.223511603769265,0.941160548029387,0.654545454545454,0.901294062141942,0.550263743202449,5552,"tags=44%, list=37%, signal=28%","Cmpk2/Ak3/Poll/Ercc2/Snapc4/Supt5/Rrm2b/Pola2/Polh/Polr2a/Nme3/Fen1/Polr2e/Umps/Ercc8/Adcy6/Gtf2b/Sac3d1/Gtf2h3/Gpx4/Nelfe/Rfc4/Lig1/Brf2/Xpc/Pcna/Rfc5/Polr3c/Sec61a1/Tk2/Prim1/Rad51/Rfc3/Adrm1/Tyms/Ago4/Npr2/Ddb1/Surf1/Taf6/Gtf2h1/Taf1c/Mpg/Pde4b/Impdh2/Aaas/Nme1/Rad52/Edf1/Ercc3/Bcap31/Nfx1/Ercc4/Polr2j/Pola1/Pold1/Dad1/Nelfb/Cox17/Cda/Pold3/Ssrp1/Polr2g"]
["HALLMARK_PANCREAS_BETA_CELLS","HALLMARK_PANCREAS_BETA_CELLS",17,-0.416090148803208,-0.873694042690901,0.666957605985037,0.901294062141942,0.550263743202449,4132,"tags=35%, list=28%, signal=26%","Srp9/Akt3/Syt13/Lmo2/Pak3/Chga"]
["HALLMARK_PROTEIN_SECRETION","HALLMARK_PROTEIN_SECRETION",93,0.232882509084573,0.922833602476374,0.715025906735751,0.940823561494409,0.574397542807113,1234,"tags=11%, list=8%, signal=10%","Atp1a1/Ica1/Tom1l1/Krt18/Atp6v1b1/Tspan8/Clcn3/Kif1b/Arfgap3/Yipf6"]
["HALLMARK_HYPOXIA","HALLMARK_HYPOXIA",183,-0.351840156635724,-0.908111805642284,0.739461299689596,0.948027307294354,0.578795619190237,3129,"tags=28%, list=21%, signal=22%","Eno3/Noct/Pgm1/Fosl2/Slc6a6/Dusp1/Pygm/P4ha1/Ppfia4/Angptl4/Tiparp/Anxa2/Tpst2/Ets1/Hexa/Pim1/Pdgfb/Ext1/Serpine1/Csrp2/Rbpj/Pck1/Cdkn1c/Tpbg/Edn2/Kdelr3/Gcnt2/Eno2/Gpc1/Efna3/Igfbp3/P4ha2/Cav1/Ackr3/Plaur/Slc2a3/Plac8/Bgn/Hoxb9/Sult2b1/Has1/Gpc3/S100a4/Adora2b/Tgfbi/Lox/Col5a1/Srpx/Pkp1/Dcn/Tmem45a"]
["HALLMARK_G2M_CHECKPOINT","HALLMARK_G2M_CHECKPOINT",185,0.188867365095541,0.828310982136001,0.794526661011399,0.993158326264249,0.606349293929752,4885,"tags=35%, list=33%, signal=24%","Egf/Slc12a2/Slc7a5/Lig3/Slc38a1/Kif11/Mki67/Pola2/Ccnt1/Pbk/Dmd/Cdkn3/Hmmr/Pml/Cul1/Brca2/Stil/Atf5/Numa1/Prmt5/Cenpf/Nek2/Mcm6/Sqle/Ccnb2/Chek1/Traip/Cbx1/Kif20b/Racgap1/Wrn/Espl1/Kif22/Plk1/Pole/Mcm2/Mcm5/Troap/Exo1/Ezh2/Hira/Slc7a1/Cul4a/Nolc1/Ilf3/Smc1a/Gins2/Fancc/Mnat1/Aurkb/Aurka/Kif4/Cdc25a/Ccnf/Cdk1/Birc5/Tpx2/Abl1/Pura/Ewsr1/Ndc80/Upf1/Cdc20/Chmp1a"]
["HALLMARK_FATTY_ACID_METABOLISM","HALLMARK_FATTY_ACID_METABOLISM",143,0.211698154381763,0.889674384263134,0.857142857142857,1,0.610526315789473,3529,"tags=38%, list=24%, signal=30%","Car6/Ppara/G0s2/Aldoa/Acsl4/Me1/Acss1/Grhpr/Gcdh/Mlycd/Ehhadh/Gpd1/Aco2/Retsat/Aldh3a2/Acads/Echs1/Mcee/Rdh11/Mdh1/Suclg2/Idh3g/Ldha/Acot2/Adipor2/Hibch/Acadvl/Suclg1/Adsl/Eci1/Fasn/Cbr1/Hadh/Etfdh/Auh/D2hgdh/Bphl/Hsd17b4/Acsl1/Trp53inp2/Eci2/Urod/Nsdhl/Sdha/Acox1/Ech1/Ncaph2/Cpox/Hsd17b10/Acadl/Fh1/Ptprg/Acaa1a/Crat/Acaa2"]
["HALLMARK_CHOLESTEROL_HOMEOSTASIS","HALLMARK_CHOLESTEROL_HOMEOSTASIS",71,-0.315191012450041,-0.784827526735687,0.838093259943919,1,0.610526315789473,2456,"tags=25%, list=17%, signal=21%","Hsd17b7/Fdft1/Gusb/Cpeb2/Anxa5/Plscr1/Lgmn/S100a11/Lgals3/Fabp5/Cxcl16/Antxr2/Alcam/Plaur/Lpl/Gnai1/Gpx8/Jag1"]
["HALLMARK_GLYCOLYSIS","HALLMARK_GLYCOLYSIS",184,-0.303765730328425,-0.78393391310248,0.92420146190047,1,0.610526315789473,2829,"tags=19%, list=19%, signal=16%","P4ha1/Chst1/Chst12/Ppfia4/Pfkfb1/Angptl4/Mertk/Slc16a3/Il13ra1/Ext1/Tpst1/Artn/Tpbg/Cd44/Chst5/B3gnt3/Kdelr3/Eno2/Vcan/Gpc1/Efna3/Igfbp3/P4ha2/Ang/Nt5e/B4galt2/Sdc1/Cacna1h/Gpc3/Adora2b/Tgfbi/Col5a1/Hs6st2/Dcn/Gpr87"]
["HALLMARK_PI3K_AKT_MTOR_SIGNALING","HALLMARK_PI3K_AKT_MTOR_SIGNALING",96,-0.281502564058199,-0.713251725183622,0.931399491094147,1,0.610526315789473,2556,"tags=29%, list=17%, signal=24%","Atf1/Ywhab/Dusp3/Rps6ka3/Ppp2r1b/Myd88/Smad2/Cdkn1a/Irak4/Ripk1/Rac1/Pten/Hras/Pfn1/Actr2/Ralb/Lck/Ube2n/Dapp1/Actr3/Vav3/Sla/Adcy2/Prkcb/Camk4/Il2rg/Sfn/Ngf"]
["HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY","HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY",48,-0.27455919809609,-0.663267517220782,0.927581390351348,1,0.610526315789473,4785,"tags=33%, list=32%, signal=23%","Atox1/Gclm/Prdx1/Ftl1/Junb/Fes/Glrx/Pdlim1/Abcc1/Mpo/Srxn1/Ipcef1/Gsr/Hhex/Lsp1/Gpx3"]
["HALLMARK_ADIPOGENESIS","HALLMARK_ADIPOGENESIS",195,-0.237866459465647,-0.614609178664385,0.996896896896896,1,0.610526315789473,3187,"tags=19%, list=21%, signal=15%","Rab34/Ndufab1/Pgm1/Cyp4b1/Hspb8/Col4a1/Abca1/Mylk/Slc27a1/Angpt1/Angptl4/Phldb1/Nabp1/C3/Ifngr1/Atp1b3/Sspn/Sult1a1/Pqlc3/Col15a1/Apoe/Ltc4s/Orm1/Cd302/Stom/Itga7/Cd36/Fabp4/Lpl/Lep/Gpx3/Retn/Adipoq/Ptger3/Sncg/Enpp2/Omd"]
["HALLMARK_PEROXISOME","HALLMARK_PEROXISOME",90,-0.231522923473487,-0.585015704927659,0.989062659715833,1,0.610526315789473,3244,"tags=17%, list=22%, signal=13%","Itgb1bp1/Dhrs3/Crabp2/Ctps/Ercc1/Hsd11b2/Dhcr24/Dlg4/Abcc5/Abcd2/Sema3c/Cel/Sult2b1/Abcb1a/Crabp1"]
["HALLMARK_SPERMATOGENESIS","HALLMARK_SPERMATOGENESIS",80,-0.227445761223087,-0.570700574444679,0.990508614464046,1,0.610526315789473,3266,"tags=14%, list=22%, signal=11%","Clvs1/Alox15/Art3/Tekt2/Jam3/Hspa4l/She/Cftr/Camk4/Rpl39l/Il13ra2"]
["HALLMARK_HEME_METABOLISM","HALLMARK_HEME_METABOLISM",167,-0.204676453733388,-0.527572974365421,0.99949854578277,1,0.610526315789473,3242,"tags=22%, list=22%, signal=17%","E2f2/Bach1/Mark3/Slc30a1/Slc25a37/Lpin2/Slc10a3/Ypel5/Cast/Mpp1/Synj1/Foxj2/Picalm/Cdr2/Car2/Nek7/Acp5/Tmcc2/Ctsb/C3/Lmo2/Mfhas1/Bcam/Ackr1/Ank1/Tns1/Endod1/Tal1/Ctse/Nfe2/P4ha2/Slc7a11/Gypc/Agpat4/Add2/Aqp3"]
["HALLMARK_MITOTIC_SPINDLE","HALLMARK_MITOTIC_SPINDLE",198,-0.152677710631185,-0.394545021050464,1,1,0.610526315789473,4612,"tags=25%, list=31%, signal=17%","Bcar1/Kif3c/Mark4/Ranbp9/Sass6/Arhgap10/Myo9b/Myh9/Arf6/Hook3/Trio/Bcl2l11/Mid1ip1/Abi1/Stk38l/Akap13/Lmnb1/Arl8a/Cdc42bpa/Mid1/Kifap3/Mapre1/Arhgap4/Cdc42/Itsn1/Klc1/Cep250/Capzb/Wasf1/Epb41l2/Pxn/Pdlim5/Vcl/Pkd2/Rasa2/Plekhg2/Dock2/Abr/Flna/Cdc42ep2/Net1/Arap3/Gsn/Rasal2/Marcks/Rhof/Palld/Synpo/Fscn1"]

{"sheet":"Mice Tumor Volume (mm3)","index":1,"n_rows":12,"n_cols":38,"rows_kept":12}
["Day","Control_SR_1","Control_SR_2","Control_SR_3","Control_SR_4","Control_SR_5","Control_SR_6","Control_SR_7","Control_SR_8","Control_SR_9","Control_SR_10","Control_SR_11","Control_SR_12","Control_SR_13","Control_SR_14",null,"Paclitacxil_SR_1","Paclitacxil_SR_2","Paclitacxil_SR_3","Paclitacxil_SR_4","Paclitacxil_SR_5","Paclitacxil_SR_6","Paclitacxil_SR_7","Paclitacxil_SR_8","Paclitacxil_SR_9","Paclitacxil_SR_10",null,"Day","Control_SP_1","Control_SP_2","Control_SP_3","Control_SP_4","Control_SP_5",null,"Paclitacxil _SP_1","Paclitacxil _SP_2","Paclitacxil _SP_3","Paclitacxil _SP_4"]
[0,40,126,40,40,75,75,128,172,196,40,126,40,40,40,null,40,75,40,75,60,40,40,60,88,75,null,0,144,108,75,108,75,null,75,62.5,220.5,75]
[5,364.5,288,288,196,231,320,237,365,346,245,253.13,196,171.5,256,null,40,62.5,40,231,256,149,108,184,110,137,null,5,520.5,550,550,364.5,385,null,256,108,405,320]
[10,600,430,405,500,248,365,423,500,539,520.5,288,364.5,364.5,500,null,62.5,75,32,288,364,131,144,266,201,184,null,9,771,936,936,550,487,null,405,171.5,864,877.25]
[15,900,700,500,750,584,574,623,678,625,771,430,405,700,550,null,75,126,18,377,484,158,148,325,222,211,null,15,1347,2000,1347,1470,1418,null,1372,864,1568,1912.5]
[20,1080,868,750,900,939,891,634,823,787,1161.25,557.25,600,null,600,null,126,196,62.5,385,503,201,184,385,435,259,null,20,3600,4000,4000,2646,2180,null,2432,2586.375,3610,2601]
[25,1267.5,988,1028.5,1000,1219,1095,845,1287,939,1594,733.5,1028.5,null,936,null,196,405,108,384,603,289,225,460,564,288,null,25]
[30,1775.25,1267.5,1296,1594,1789,1680,1008,1800,1008,1775.25,null,1224,null,1080,null,256,550,171.5,413,716,564,288,525,817,325,null,30]
[]
[]
["SR","Stromal-Rich"]
["SP","Stromal-Poor"]

{"sheet":"mIHC","index":2,"n_rows":42,"n_cols":13,"rows_kept":42,"merged":[[34,3,37,3],[38,3,41,3]]}
["mIHC Antibody table",null,null,"TUMOR CORE DENSITY AVERAGES",null,"W001","W580","W585","W590","W708","W711","W715","W724"]
["F4/80 (Serotec A3-1, 1:200)        ",{"$nulls":3},"CD45+ Cells / mm2",433.7989123126549,660.725372666207,743.0280822896301,235.45769025144895,350.0651094422435,54.34095531497579,35.7261288382448,39.53361856930405]
[" CD11C (Cell Signaling #97585,1:100",{"$nulls":3},"B Cells / mm2",3.076807883810145,2.036569240750985,2.0346430967764797,5.830062975325366,2.6991824018756154,0.6685266941601204,1.2302613746275435,2.4367920644294365]
["CD4 (Cell Signaling #25229, 1:100)",{"$nulls":3},"CD4 T Cells / mm2",70.85010400784968,28.733814444889564,24.87310759379916,23.957586748561738,48.027395247439166,6.542516668926995,7.116344166223887,10.019641026934284]
["MHCII (eBioscience #eB14-5321, 1:100)",{"$nulls":3},"CD8 T Cells / mm2",36.23497917949209,28.603638654310146,12.99686172446343,44.17890163548259,24.1925625383878,2.9128230976895386,1.943476590190306,1.4802400899387644]
["BTK (LSBio #LS-C180161, 1:100)",{"$nulls":3},"CD11c+ MHC+ Cells / mm2 ",7.955807331961405,14.467078812607417,3.8556730772318994,20.117753212444303,2.319582127357237,0.906295782764384,0.30747509854883415,1.4802400899387644]
["CD45 (BD Bioscience #550539,1:50)",{"$nulls":3},"F480+ Cells / mm2",253.09176935947116,325.4364310263253,61.76287925722277,52.71600495364123,222.74180102944374,28.451430822202575,20.58196916424451,4.098680667179226]
["PDL1 (Cell Signaling #13684,1:50)",{"$nulls":3},"Ly6G+ Cells / mm2",9.440048583784112,106.90249817466147,405.2591251329914,52.89707992483353,29.954836329096885,5.3273897747010945,0.46067117717494094,1.5710643463442773]
["CD8 (eBiosceience #14-0808082, 1:100)",{"$nulls":3},"PANCK+ Cells / mm2",3439.954177193522,2714.6730642740304,2319.679219545952,847.8068472576591,3145.288429336091,6107.408830501324,6366.307794025478,6227.457169198367]
["CD3 (Thermo #RM-9107-s, 1:300)",{"$nulls":3},"Total T Cells / mm2",107.08508318734177,57.337453099199706,37.86996931826259,68.13648838404433,72.21995778582695,9.455339766616532,9.059820756414194,11.499881116873048]
[" CD207 (eBioscience #14-2073-82, 1:100)"]
["CD206 (Abcam #64693, 1:1000)",null,null,"TUMOR BORDER DENSITY AVERAGES",null,"W001","W580","W585","W590","W708","W711","W715","W724"]
[" B220 (BD Bioscience #550286, 1:100)",{"$nulls":3},"CD45+ Cells / mm2",1568.7726725337425,1024.3411215031165,1382.0681127427456,3087.021270221521,1193.295085054274,908.4386308090402,389.27253132616534,126.90537466672194]
[" RORgt (Abcam #ab207082, 1:100)",{"$nulls":3},"B Cells / mm2",360.25094992470594,3.4761935430575432,17.801278580034214,1182.6628922088714,17.699621579907962,9.67960955061389,1.018430537435979,0]
["Foxp3 (eBioscience #14-5773-82, 1:100)",{"$nulls":3},"CD4 T Cells / mm2",257.4119595650273,113.71792641081305,147.68154273148767,836.7285379321835,134.61612071942105,85.30801286224094,36.78673374401078,12.680070903690492]
["GATA3 (Abcam #ab199428, 1:100)",{"$nulls":3},"CD8 T Cells / mm2",64.20480151862385,55.265762624093796,68.43358164059553,249.90914810331563,48.6324207722437,29.08620718670424,6.19007862274317,0]
[" CD11b (Abcam #ab133357,1:100)",{"$nulls":3},"CD11c+ MHC+ Cells / mm2 ",23.435049959408317,3.9824157379746152,8.16701427035228,22.263192863108173,4.411903765508875,3.210590564215971,4.0028670037750205,5.082494924457899]
["TCF1/TCF7 (Cell Signaling #2203s, 1:100)",{"$nulls":3},"F480+ Cells / mm2",667.500616033818,553.0953608378219,464.9231200108457,253.88025268414262,781.083947228876,719.6766261028373,294.9698079735192,81.16292034660086]
["TIM3 (Cell Signaling #83882, 1:200)",{"$nulls":3},"Ly6G+ Cells / mm2",7.238575286223896,125.09697088050794,173.43088135442434,183.2116076797781,46.1682428061358,14.948860132861537,17.50687094129984,0]
["EOMES (Abcam #ab183991,1:1000)",{"$nulls":3},"PANCK+ Cells / mm2",1954.616760813743,916.9886822855328,575.6634931628893,692.0888162168544,1371.6827960790824,2024.8014615669833,1821.4571996349857,397.1180366406929]
["Granzyme B (Abcam #ab4059, 1:200)",{"$nulls":3},"Total T Cells / mm2",321.61676108365117,168.98368903490686,216.11512437208324,1086.6376860354992,183.24854149166475,114.39422004894519,42.97681236675396,12.680070903690492]
["Ly6G (eBioscience #551459, 1:200)"]
["PAN Keratin (Abcam #ab27988, 1:100)",null,null,"TUMOR PERIPHERY DENSITY AVERAGES",null,"W001","W580","W585","W590","W708","W711","W715","W724"]
["CSF-1R (Santa Cruz #sc-692",{"$nulls":3},"CD45+ Cells / mm2",1309.8689261044237,2720.434086125034,2792.9538111024126,4768.850740768765,1107.6473118741105,856.4067656278298,1225.3172530628735,1182.9693897670381]
[{"$nulls":4},"B Cells / mm2",340.02701336652166,6.471010774519916,33.01523176464141,1526.9622287896698,20.561459143422397,4.376855809639279,0,69.05102789058913]
[{"$nulls":4},"CD4 T Cells / mm2",354.92238791337536,192.16182090091888,248.63251965027197,1921.509855376835,48.16290714332503,50.481476866554154,0,11.079630890010922]
[{"$nulls":4},"CD8 T Cells / mm2",26.344278492896212,78.22058454275889,81.29085926390844,311.41714163364844,25.813949615548317,11.158061416820818,0,3.165608825717406]
[{"$nulls":4},"CD11c+ MHC+ Cells / mm2 ",9.804827954093122,10.732102707727108,7.0339697152749325,22.350278292623912,1.5954731194468785,0,0,9.398098764619917]
[{"$nulls":4},"F480+ Cells / mm2",344.73420667098827,1680.688130531161,1305.2261564501457,539.2112244542762,874.3198926900392,739.5733446024508,1225.3172530628735,1013.3099734412182]
[{"$nulls":4},"Ly6G+ Cells / mm2",4.664030472553606,152.39681542702232,697.2323880636471,164.94803311323332,13.247217391003286,14.167050930691687,0,0]
[{"$nulls":4},"PANCK+ Cells / mm2",3069.0425273527603,1627.5267160924461,1561.2478368670356,770.8116336186431,3254.126563998044,1549.1824570383114,933.6684576149859,1876.4478220735823]
[{"$nulls":4},"Total T Cells / mm2",381.26666640627155,270.3824054436777,329.9233789141804,2232.926997010484,73.97685675887334,61.639538283374975,0,14.245239715728328]
[]
[]
[{"$nulls":3},"Group A (stroma rich)","W001"]
[{"$nulls":4},"W580"]
[{"$nulls":4},"W585"]
[{"$nulls":4},"W590"]
[{"$nulls":3},"GroupB (stroma poor)","W708"]
[{"$nulls":4},"W711"]
[{"$nulls":4},"W715"]
[{"$nulls":4},"W724"]

{"sheet":"mTMA-Marker","index":3,"n_rows":45,"n_cols":6,"rows_kept":45}
["RS-mTMA-20210707","c1= 350","c2= AF488","c3= AF555","c4= AF647","c5= AF750"]
["R0","DAPI0","R0c2","R0c3","R0c4","R0c5"]
["R1","DAPI1","R1c2","MHCII","pMYC","S100A6"]
["R2","DAPI2","CK5","CD4","CD11c","CD103"]
["R3","DAPI3","aSMA","EpCAM","Arg-1","CD8"]
["R4","DAPI4","R4c2","CD3","cC3","CD31"]
["R5","DAPI5","ColVI","CD11b","Ki67","FoxP3"]
["R5Q","DAPI5Q","R5Qc2","R5Qc3","R5Qc4","R5Qc5"]
["R6","DAPI6","Vim","CD45","Gal3","ColIV"]
["R7","DAPI7","panCK","F4-80","NF-kB","Elastin/matrix"]
["R8","DAPI8","CC3","Ecad","SOX9","LamAC"]
[]
[]
["Used for analysis"]
["Excluded for analysis"]
[]
[]
["target","Manufacturer","Clone"]
["MHCII","Biolegend","M5/114.15.2"]
["pMyc","Sears","4B12"]
["S100A6","CST","D9F9D"]
["CK5","abcam","EP1601Y"]
["CD4","CST","D7D2Z"]
["CD11c","CST","D1V9Y"]
["CD103","Biolegend","2E7"]
["aSMA","Santa Cruz","1A4"]
["EpCAM","CST","E6V8Y"]
["Arg1","CST","D4E3M"]
["CD8","eBiosciences","4SM15"]
["CD3","CST","D4V8L"]
["CC3","CST","5A1E"]
["CD31","Abcam","EPR17260"]
["ColVI","MDBiosciences","EPR17072"]
["CD11b","Abcam","EPR1344"]
["Ki67","CST","D3B5"]
["FoxP3","Novus","NB100-39002"]
["Vim","CST","D21H3"]
["CD45","CST","D3F8Q"]
["Gal3","Biolegend",125408]
["ColIV","MDBiosciences",203003]
["panCK","Santa Cruz","C11"]
["F4-80","Biolegend","BM8"]
["NFkB","CST","D14E12"]
["Elastin","SAB","C45078-AF750"]
["Ecad","Santa Cruz","G10"]

{"sheet":"histo-morphological_raw data","index":4,"n_rows":84,"n_cols":15,"rows_kept":84}
["TMA ID","low grade","high grade","sarcomatoid","sheet","squamous cell ","myoepithelial","Geographic necrosis","stroma with inflammation","apocrine","Neuroendocrine","Clear cell","ETC"]
[1,0,1,1,1,0,0,0,1,0,0,0,0]
[10,1,0,0,0,0,0,0,1,1,0,0,0]
[11,0,1,0,1,0,0,0,1,1,0,0,0]
[12,0,0,0,0,0,0,0,1,0,0,1,0]
[13,0,0,0,0,0,1,0,0,0,0,0,0]
[15,0,1,1,1,0,0,0,1,0,0,0,0]
[16,0,0,0,0,0,0,1,0,0,0,0,"Adenoid cystic?"]
[17,0,0,0,0,1,1,0,0,0,0,0,0]
[19,0,1,1,0,0,0,0,1,0,0,0,0]
[2,1,0,0,0,0,0,0,0,0,0,0,0]
[20,0,1,0,0,0,0,0,1,0,0,0,0]
[21,0,0,0,0,0,0,0,0,0,0,1,0]
[22,0,0,0,0,1,1,0,0,0,0,0,0,0,0]
[23,0,0,0,1,0,1,0,1,0,0,0,0]
[25,0,0,0,0,1,0,0,1,0,0,0,0]
[26,0,1,0,1,1,1,1,1,0,0,0,0]
[27,0,1,1,1,1,0,0,1,0,0,0,0]
[28,0,0,0,0,1,1,1,0,0,0,0,0]
[29,0,1,0,1,1,0,0,1,0,0,0,0]
[3,1,1,0,1,0,0,0,0,0,0,0,0]
[30,0,0,0,0,1,1,1,1,0,0,0,0]
[31,0,0,0,0,1,1,1,0,0,0,0,0]
[33,0,0,0,0,1,1,0,1,0,0,0,0]
[34,1,0,0,0,0,0,0,0,0,0,1,0]
[35,0,1,0,0,0,0,1,0,0,0,1,0]
[36,0,0,0,0,0,1,1,1,0,0,0,0]
[37,1,0,0,0,0,0,0,0,0,0,1,0]
[38,0,0,0,0,1,1,1,1,0,0,0,0]
[39,0,0,0,0,1,1,1,1,0,0,0,0]
[40,0,0,0,0,1,1,0,0,0,0,0,0]
[41,0,0,0,0,1,0,1,1,0,0,0,0]
[42,0,0,1,1,1,1,0,1,0,0,0,0]
[43,0,0,0,0,1,1,0,0,0,0,0,0]
[45,0,0,0,0,0,0,0,0,0,0,0,"small blue round cells"]
[47,0,0,0,0,1,1,1,0,0,0,0,0]
[48,0,0,0,0,1,1,1,0,0,0,0,0]
[49,0,0,0,0,1,1,1,0,0,0,0,0]
[5,0,0,0,0,1,0,0,0,0,0,0,0]
[51,0,0,1,1,1,0,0,0,0,0,0,0]
[52,1,0,0,1,0,0,0,0,0,0,0,0]
[53,0,0,0,0,1,1,1,1,0,0,0,0]
[54,1,0,0,1,0,0,0,0,0,"1?",0,0]
[55,0,0,0,0,1,1,0,0,0,0,0,0]
[56,0,0,0,0,1,1,0,0,0,0,0,0]
[57,1,0,0,0,0,0,0,0,0,0,0,"Microglandular"]
[58,1,0,0,0,0,0,0,0,0,0,0,0]
[59,0,0,0,0,1,1,0,0,0,0,0,0]
[6,0,0,0,0,1,1,0,0,0,0,0,"Bubbly"]
[60,0,0,1,1,0,1,0,0,0,0,0,0]
[61,0,0,1,1,1,0,1,0,0,0,0,0]
[62,0,0,0,0,1,0,0,0,0,0,0,0]
[63,1,0,0,0,0,0,0,0,0,0,0,0]
[64,1,0,0,1,0,0,0,0,0,0,0,"intracellular mucin?"]
[65,0,0,0,0,1,1,0,0,0,0,0,0]
[66,0,0,0,0,0,0,0,0,0,0,0,"Tubular"]
[67,0,0,0,1,0,0,0,0,0,0,0,"Rhabdoid"]
[68,0,0,0,0,1,1,0,0,0,0,0,0]
[69,0,0,0,0,1,0,1,1,0,0,0,0]
[7,0,0,0,0,1,1,0,1,0,0,0,0]
[70,0,1,0,0,0,0,0,1,0,0,0,0]
[71,0,0,1,0,0,0,0,1,0,0,0,0]
[72,0,0,0,0,1,1,1,0,0,0,0,0]
[73,0,0,0,0,0,1,0,1,0,0,0,0]
[74,0,1,0,1,0,0,0,0,0,0,0,0]
[75,0,0,0,0,1,1,0,1,0,0,0,0]
[76,0,0,0,0,1,1,0,1,0,0,0,0]
[77,1,0,0,0,0,0,0,0,0,0,1,0]
[78,1,0,0,0,0,0,0,0,0,0,1,"Bubbly"]
[79,0,1,0,1,0,0,0,0,0,0,0,0]
[8,0,0,0,0,0,0,0,0,0,0,1,0]
[80,0,0,0,0,1,1,0,0,0,0,0,0]
[81,1,0,0,0,0,0,0,0,0,0,1,0]
[82,1,0,0,0,0,0,0,0,0,0,0,"Neuroendocrine?"]
[83,0,0,0,0,1,1,0,0,0,0,0,0]
[84,0,1,1,1,0,0,0,0,0,0,0,"Metaplastic transition"]
[85,0,0,0,0,1,1,0,0,0,0,0,0]
[86,1,0,0,0,0,0,0,0,0,0,1,0]
[87,1,0,0,0,0,0,0,0,0,0,0,"small blue round cells"]
[88,1,1,0,0,0,0,0,0,0,0,0,0]
[91,1,0,0,1,0,0,0,0,0,0,0,0]
["N = 80",19,15,10,20,{"$f":"SUM(F2:F81)","v":38},{"$f":"SUM(G2:G81)","v":34},{"$f":"SUM(H2:H81)","v":17},{"$f":"SUM(I2:I81)","v":27},{"$f":"SUM(J2:J81)","v":2},1,{"$f":"SUM(L2:L81)","v":10},{"$f":"SUM(M2:M81)","v":0}]
["ratio",{"$f":"B82/80","v":0.2375},0.1875,0.125,0.25,0.475,0.425,0.2125,0.3375,0.025,0.0125,0.125,0]
["percent",{"$f":"'[1]TNBC features'!$C$2=B83*100","v":true},{"$f":"C83*100","v":18.75},12.5,25,47.5,42.5,21.25,33.75,2.5,1.25,12.5,0]

{"sheet":"histo_raw data (with histology)","index":5,"n_rows":92,"n_cols":16,"rows_kept":92}
["TMA ID","Histologu_Subtype","low grade","high grade","sarcomatoid","sheet","squamous cell ","myoepithelial","Geographic necrosis","stroma with inflammation","apocrine","Neuroendocrine","Clear cell","ETC"]
[1,"SP",0,1,1,1,0,0,0,1,0,0,0,0]
[10,"SR",1,0,0,0,0,0,0,1,1,0,0,0]
[11,null,0,1,0,1,0,0,0,1,1,0,0,0]
[12,"SR",0,0,0,0,0,0,0,1,0,0,1,0]
[13,"SR",0,0,0,0,0,1,0,0,0,0,0,0]
[15,"SP",0,1,1,1,0,0,0,1,0,0,0,0]
[16,"SP",0,0,0,0,0,0,1,0,0,0,0,"Adenoid cystic?"]
[17,"SR",0,0,0,0,1,1,0,0,0,0,0,0]
[19,"SR",0,1,1,0,0,0,0,1,0,0,0,0]
[2,"SP",1,0,0,0,0,0,0,0,0,0,0,0]
[20,"SR",0,1,0,0,0,0,0,1,0,0,0,0]
[21,"SR",0,0,0,0,0,0,0,0,0,0,1,0]
[22,"SR",0,0,0,0,1,1,0,0,0,0,0,0,0,0]
[23,"SR",0,0,0,1,0,1,0,1,0,0,0,0]
[25,"SR",0,0,0,0,1,0,0,1,0,0,0,0]
[26,"SR",0,1,0,1,1,1,1,1,0,0,0,0]
[27,"SR",0,1,1,1,1,0,0,1,0,0,0,0]
[28,"SR",0,0,0,0,1,1,1,0,0,0,0,0]
[29,"SR",0,1,0,1,1,0,0,1,0,0,0,0]
[3,"SP",1,1,0,1,0,0,0,0,0,0,0,0]
[30,"SR",0,0,0,0,1,1,1,1,0,0,0,0]
[31,"SR",0,0,0,0,1,1,1,0,0,0,0,0]
[33,"SR",0,0,0,0,1,1,0,1,0,0,0,0]
[34,"SR",1,0,0,0,0,0,0,0,0,0,1,0]
[35,"SR",0,1,0,0,0,0,1,0,0,0,1,0]
[36,"SR",0,0,0,0,0,1,1,1,0,0,0,0]
[37,null,1,0,0,0,0,0,0,0,0,0,1,0]
[38,"SR",0,0,0,0,1,1,1,1,0,0,0,0]
[39,"SR",0,0,0,0,1,1,1,1,0,0,0,0]
[40,null,0,0,0,0,1,1,0,0,0,0,0,0]
[41,"SR",0,0,0,0,1,0,1,1,0,0,0,0]
[42,"SR",0,0,1,1,1,1,0,1,0,0,0,0]
[43,"SR",0,0,0,0,1,1,0,0,0,0,0,0]
[45,"SP",0,0,0,0,0,0,0,0,0,0,0,"small blue round cells"]
[47,"SR",0,0,0,0,1,1,1,0,0,0,0,0]
[48,"SR",0,0,0,0,1,1,1,0,0,0,0,0]
[49,"SR",0,0,0,0,1,1,1,0,0,0,0,0]
[5,"SR",0,0,0,0,1,0,0,0,0,0,0,0]
[51,"SR",0,0,1,1,1,0,0,0,0,0,0,0]
[52,"SR",1,0,0,1,0,0,0,0,0,0,0,0]
[53,"SR",0,0,0,0,1,1,1,1,0,0,0,0]
[54,"SP",1,0,0,1,0,0,0,0,0,"1?",0,0]
[55,"SR",0,0,0,0,1,1,0,0,0,0,0,0]
[56,"SR",0,0,0,0,1,1,0,0,0,0,0,0]
[57,"SR",1,0,0,0,0,0,0,0,0,0,0,"Microglandular"]
[58,"SR",1,0,0,0,0,0,0,0,0,0,0,0]
[59,"SR",0,0,0,0,1,1,0,0,0,0,0,0]
[6,"SR",0,0,0,0,1,1,0,0,0,0,0,"Bubbly"]
[60,"SR",0,0,1,1,0,1,0,0,0,0,0,0]
[61,"SR",0,0,1,1,1,0,1,0,0,0,0,0]
[62,"SR",0,0,0,0,1,0,0,0,0,0,0,0]
[63,"SP",1,0,0,0,0,0,0,0,0,0,0,0]
[64,null,1,0,0,1,0,0,0,0,0,0,0,"intracellular mucin?"]
[65,"SR",0,0,0,0,1,1,0,0,0,0,0,0]
[66,"SP",0,0,0,0,0,0,0,0,0,0,0,"Tubular"]
[67,"SP",0,0,0,1,0,0,0,0,0,0,0,"Rhabdoid"]
[68,"SR",0,0,0,0,1,1,0,0,0,0,0,0]
[69,"SR",0,0,0,0,1,0,1,1,0,0,0,0]
[7,"SR",0,0,0,0,1,1,0,1,0,0,0,0]
[70,"SR",0,1,0,0,0,0,0,1,0,0,0,0]
[71,"SR",0,0,1,0,0,0,0,1,0,0,0,0]
[72,"SR",0,0,0,0,1,1,1,0,0,0,0,0]
[73,"SR",0,0,0,0,0,1,0,1,0,0,0,0]
[74,"SP",0,1,0,1,0,0,0,0,0,0,0,0]
[75,"SR",0,0,0,0,1,1,0,1,0,0,0,0]
[76,"SR",0,0,0,0,1,1,0,1,0,0,0,0]
[77,"SR",1,0,0,0,0,0,0,0,0,0,1,0]
[78,"SR",1,0,0,0,0,0,0,0,0,0,1,"Bubbly"]
[79,"SP",0,1,0,1,0,0,0,0,0,0,0,0]
[8,"SR",0,0,0,0,0,0,0,0,0,0,1,0]
[80,"SR",0,0,0,0,1,1,0,0,0,0,0,0]
[81,"SR",1,0,0,0,0,0,0,0,0,0,1,0]
[82,"SP",1,0,0,0,0,0,0,0,0,0,0,"Neuroendocrine?"]
[83,"SR",0,0,0,0,1,1,0,0,0,0,0,0]
[84,"SR",0,1,1,1,0,0,0,0,0,0,0,"Metaplastic transition"]
[85,"SR",0,0,0,0,1,1,0,0,0,0,0,0]
[86,"SR",1,0,0,0,0,0,0,0,0,0,1,0]
[87,"SP",1,0,0,0,0,0,0,0,0,0,0,"small blue round cells"]
[88,"SP",1,1,0,0,0,0,0,0,0,0,0,0]
[91,"SP",1,0,0,1,0,0,0,0,0,0,0,0]
["N = 80",null,17,15,10,20,{"$f":"SUM(G2:G81)","v":38},{"$f":"SUM(H2:H81)","v":34},{"$f":"SUM(I2:I81)","v":17},{"$f":"SUM(J2:J81)","v":27},{"$f":"SUM(K2:K81)","v":2},1,{"$f":"SUM(M2:M81)","v":10},{"$f":"SUM(N2:N81)","v":0}]
["ratio",null,{"$f":"C82/80","v":0.2125},0.1875,0.125,0.25,0.475,0.425,0.2125,0.3375,0.025,0.0125,0.125,0]
["percent",null,{"$f":"C83*100","v":21.25},18.75,12.5,25,47.5,42.5,21.25,33.75,2.5,1.25,12.5,0]
[]
["SR= 64",null,9,8,8,12,38,33,16,25,2,0,9]
["ratio",null,{"$f":"C86/64","v":0.140625},0.125,0.125,0.1875,0.59375,0.515625,0.25,0.390625,0.03125,0,0.140625]
["percent",null,{"$f":"C87*100","v":14.0625},12.5,12.5,18.75,59.375,51.5625,25,39.0625,3.125,0,14.0625]
[]
["SP=16",null,8,6,2,8,0,0,1,2,0,1,0]
["ratio",null,{"$f":"C90/16","v":0.5},0.375,0.125,0.5,0,0,0.0625,0.125,0,0.0625,0]
["percent",null,{"$f":"C91*100","v":50},37.5,12.5,50,0,0,6.25,12.5,0,6.25,0]

{"sheet":"lineage_markers","index":6,"n_rows":10,"n_cols":4,"rows_kept":10}
["gene","lineage","source","doi"]
["Pecam1","endothelial","CellMarkerDB","10.1093/nar/gky900"]
["Epcam","epithelial","CellMarkerDB","10.1093/nar/gky900"]
["Krt5","epithelial","CellMarkerDB","10.1093/nar/gky900"]
["Pdgfra","fibroblast","CellMarkerDB","10.1093/nar/gky900"]
["Ptprc","lymphoid, myeloid","CellMarkerDB","10.1093/nar/gky900"]
["Cd3e","lymphoid","CellMarkerDB","10.1093/nar/gky900"]
["Cd14","myeloid","CellMarkerDB","10.1093/nar/gky900"]
["Cd74","myeloid","CellMarkerDB","10.1093/nar/gky900"]
["Pdgfrb","pverivascular","CellMarkerDB","10.1093/nar/gky900"]

{"sheet":"celltype_markers","index":7,"n_rows":26,"n_cols":5,"rows_kept":26}
["gene","lineage","celltype","source","doi"]
["Krt5","epithelial","basal","CellMarkerDB","10.1093/nar/gky900"]
["Krt14","epithelial","basal","CellMarkerDB","10.1093/nar/gky900"]
["Trp63","epithelial","basal","CellMarkerDB","10.1093/nar/gky900"]
["Acta2","epithelial","basal","CellMarkerDB","10.1093/nar/gky900"]
["Mylk","epithelial","basal","CellMarkerDB","10.1093/nar/gky900"]
["Vim","epithelial","basal","CellMarkerDB","10.1093/nar/gky900"]
["Krt19","epithelial","luminal","CellMarkerDB","10.1093/nar/gky900"]
["Krt18","epithelial","luminal","CellMarkerDB","10.1093/nar/gky900"]
["Cd4","lymphoid","CD4 T cell","CellMarkerDB","10.1093/nar/gky900"]
["Trdc","lymphoid","Gamma Delta T Cell"]
["Tcrg-C1","lymphoid","Gamma Delta T Cell"]
["Cd8a","lymphoid","CD8 T cell","CellMarkerDB","10.1093/nar/gky900"]
["Foxp3","lymphoid","Treg","Santegoets et al.","10.1007/s00262-015-1729-x"]
["Cd19","lymphoid","B cell","CellMarkerDB","10.1093/nar/gky900"]
["Cd79b","lymphoid","B cell","CellMarkerDB","10.1093/nar/gky900"]
["Ms4a1","lymphoid","B cell","CellMarkerDB","10.1093/nar/gky900"]
["Gzma","lymphoid","NK cell","CellMarkerDB","10.1093/nar/gky900"]
["Adgre1","myeloid","Macrophage","CellMarkerDB","10.1093/nar/gky900"]
["S100a8","myeloid","Neutrophil","Zhang et al","10.1016/j.cell.2020.03.048"]
["S100a9","myeloid","Neutrophil","Zhang et al","10.1016/j.cell.2020.03.048"]
["Cd209a","myeloid","cDC2","Zhang et al","10.1016/j.cell.2020.03.048"]
["Plac8","myeloid","Monocyte","Zhang et al","10.1016/j.cell.2020.03.048"]
["Ly6c2","myeloid","Monocyte","Zhang et al","10.1016/j.cell.2020.03.048"]
["Clec9a","myeloid","cDC1","Rhodes et al","10.3389/fimmu.2019.01088"]
["Cadm1","myeloid","cDC1","Rhodes et al","10.3389/fimmu.2019.01088"]

{"sheet":"all_clusters_deg","index":8,"n_rows":43573,"n_cols":7,"rows_kept":4500,"cut":true,"bounds":{"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0}}
["p_val","avg_log2FC","pct.1","pct.2","p_val_adj","cluster","gene"]
[0,3.83187841004,0.924,0.438,0,1,"Apoe"]
[0,3.612742097371,0.819,0.148,0,1,"C1qa"]
[0,3.31353128279844,0.76,0.101,0,1,"C1qc"]
[0,3.19325759467023,0.76,0.125,0,1,"C1qb"]
[0,3.02011533655787,0.699,0.092,0,1,"Ms4a7"]
[0,2.93451785724592,0.866,0.295,0,1,"Ctss"]
[0,2.91882451142454,0.888,0.345,0,1,"Cd74"]
[0,2.8519443406952,0.837,0.233,0,1,"H2-Ab1"]
[0,2.66685928051823,0.643,0.068,0,1,"Cx3cr1"]
[0,2.64277329756655,0.822,0.245,0,1,"Lyz2"]
[0,2.63676262050825,0.838,0.282,0,1,"H2-Aa"]
[0,2.57782836312441,0.753,0.142,0,1,"Mpeg1"]
[0,2.43196594315171,0.719,0.203,0,1,"Hexb"]
[0,2.41229129680932,0.688,0.101,0,1,"Csf1r"]
[0,2.38243363822244,0.701,0.132,0,1,"Aif1"]
[0,2.33022406451354,0.616,0.083,0,1,"Gatm"]
[0,2.30464550135611,0.692,0.168,0,1,"Lgmn"]
[0,2.19782076555069,0.692,0.2,0,1,"Ctsc"]
[0,2.16805401173894,0.874,0.549,0,1,"Psap"]
[0,2.14056702300635,0.648,0.093,0,1,"Cybb"]
[0,2.02127300633846,0.829,0.511,0,1,"Ctsb"]
[0,2.00490369250157,0.554,0.062,0,1,"Apobec1"]
[0,1.96432230638519,0.54,0.119,0,1,"Dab2"]
[0,1.92291984871563,0.579,0.108,0,1,"Cxcl16"]
[0,1.90176109905497,0.648,0.274,0,1,"Selenop"]
[0,1.87630241186017,0.705,0.31,0,1,"Ctsz"]
[0,1.86018873024453,0.468,0.03,0,1,"C3ar1"]
[0,1.83812150254687,0.566,0.084,0,1,"Pld4"]
[0,1.83781633387305,0.658,0.259,0,1,"Grn"]
[0,1.82336171696688,0.475,0.045,0,1,"Trem2"]
[0,1.76356005524185,0.622,0.18,0,1,"Man2b1"]
[0,1.76087357723764,0.263,0.037,0,1,"Mrc1"]
[0,1.71537026666197,0.57,0.148,0,1,"Mafb"]
[0,1.70998750476965,0.504,0.102,0,1,"Axl"]
[0,1.67447314878412,0.552,0.133,0,1,"Unc93b1"]
[0,1.66890176234579,0.442,0.048,0,1,"Hpgds"]
[0,1.63856720093221,0.557,0.143,0,1,"Sirpa"]
[0,1.63795233033618,0.515,0.121,0,1,"Itgb5"]
[0,1.63371321317915,0.35,0.043,0,1,"Stab1"]
[0,1.60806217973542,0.614,0.225,0,1,"Ctsa"]
[0,1.59143960055267,0.433,0.052,0,1,"Lair1"]
[0,1.57684895279178,0.515,0.099,0,1,"Cd68"]
[0,1.55390260293627,0.385,0.049,0,1,"Cd72"]
[0,1.5535568243115,0.473,0.105,0,1,"Gpr65"]
[0,1.53284125092341,0.517,0.138,0,1,"Tgfbr1"]
[0,1.50411006747906,0.494,0.105,0,1,"H2-DMa"]
[0,1.50107929280874,0.45,0.071,0,1,"Ly86"]
[0,1.50064755702117,0.643,0.221,0,1,"Zeb2"]
[0,1.4856493672432,0.554,0.127,0,1,"Ms4a6c"]
[0,1.479497914265,0.376,0.03,0,1,"Adgre1"]
[0,1.4790636290884,0.368,0.041,0,1,"Msr1"]
[0,1.44783114440366,0.343,0.042,0,1,"Tmem119"]
[0,1.43063870739337,0.477,0.143,0,1,"Abca1"]
[0,1.42039888730143,0.584,0.192,0,1,"Ifi30"]
[0,1.39766693468629,0.365,0.047,0,1,"Slamf9"]
[0,1.37782309948654,0.395,0.068,0,1,"Fcgr2b"]
[0,1.34127147328902,0.503,0.143,0,1,"Mef2c"]
[0,1.34034023340843,0.391,0.088,0,1,"Slc29a3"]
[0,1.32335445500934,0.357,0.065,0,1,"Pou2f2"]
[0,1.30810070212889,0.932,0.664,0,1,"Cst3"]
[0,1.27215939469747,0.433,0.119,0,1,"Gusb"]
[0,1.27215662072113,0.246,0.021,0,1,"Dcstamp"]
[0,1.26483500616372,0.468,0.144,0,1,"Hexa"]
[0,1.23894225799627,0.616,0.225,0,1,"Fyb"]
[0,1.22906907685314,0.378,0.081,0,1,"H2-DMb1"]
[0,1.22589730774826,0.367,0.073,0,1,"Gna12"]
[0,1.21139205227604,0.379,0.066,0,1,"Clec4a2"]
[0,1.20167883705503,0.324,0.045,0,1,"Ppfia4"]
[0,1.19983107487167,0.312,0.043,0,1,"Clec4a3"]
[0,1.17309404066338,0.679,0.258,0,1,"Lst1"]
[0,1.17026964597463,0.331,0.044,0,1,"Rab3il1"]
[0,1.16597106201777,0.256,0.027,0,1,"Zmynd15"]
[0,1.13332112056763,0.446,0.111,0,1,"Cd300c2"]
[0,1.1316805566933,0.322,0.045,0,1,"P2ry6"]
[0,1.11620382759512,0.32,0.06,0,1,"Ntpcr"]
[0,1.10215156462742,0.291,0.05,0,1,"Cadm1"]
[0,1.08406025947688,0.449,0.1,0,1,"Irf8"]
[0,1.05438858657906,0.366,0.082,0,1,"Plekho1"]
[0,1.04441610116122,0.324,0.059,0,1,"Lat2"]
[0,1.03914114924491,0.361,0.059,0,1,"Ms4a6d"]
[0,1.02572595743181,0.927,0.799,0,1,"Ftl1"]
[0,0.988059053955646,0.821,0.343,0,1,"Fcer1g"]
[0,0.977871073817434,0.26,0.03,0,1,"Tmem86a"]
[0,0.96774590758828,0.282,0.035,0,1,"Fcgr1"]
[{"v":1.1654850829777E-305,"d":"1.17E-305"},0.905030527187953,0.227,0.027,{"v":3.76276859039351e-301,"d":"3.76E-301"},1,"Itga9"]
[{"v":1.26601063697249e-305,"d":"1.27E-305"},1.36116354801174,0.733,0.437,{"v":4.0873153414657e-301,"d":"4.09E-301"},1,"Npc2"]
[{"v":2.37594566160344e-301,"d":"2.38E-301"},1.14804995743977,0.308,0.058,{"v":7.67074056848673e-297,"d":"7.67E-297"},1,"Pid1"]
[{"v":1.79932503235124E-298,"d":"1.80E-298"},1.041481989949,0.361,0.08,{"v":5.80912086694597e-294,"d":"5.81E-294"},1,"Itgax"]
[{"v":5.36133283467745e-298,"d":"5.36E-298"},1.14913092718206,0.545,0.183,{"v":1.73090630567561e-293,"d":"1.73E-293"},1,"Tgfbi"]
[{"v":9.3867193146519E-298,"d":"9.39E-298"},0.844035708783817,0.834,0.397,{"v":3.03050233073536e-293,"d":"3.03E-293"},1,"Tyrobp"]
[{"v":1.78038807523007e-286,"d":"1.78E-286"},-1.97987616543722,0.394,0.73,{"v":5.7479829008803e-282,"d":"5.75E-282"},1,"S100a6"]
[{"v":3.27228992916038e-286,"d":"3.27E-286"},1.13299103357095,0.356,0.087,{"v":1.05645880362943E-281,"d":"1.06E-281"},1,"Abhd12"]
[{"v":6.31452887069139e-282,"d":"6.31E-282"},0.863989388831781,0.206,0.023,{"v":2.03864564590271E-277,"d":"2.04E-277"},1,"Slc7a8"]
[{"v":1.14754572711343E-279,"d":"1.15E-279"},0.820765538826832,0.201,0.022,{"v":3.70485137998571e-275,"d":"3.70E-275"},1,"Adap2"]
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[0.00315348746686875,-0.689813478337091,0.069,0.175,1,24,"2022-09-11"]
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[{"v":9.12542489065481E-6,"d":"9.13E-06"},-0.569899633072704,0.249,0.324,0.29461434259479,10,"Plin2"]
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[{"v":3.67285806075465e-05,"d":"3.67E-05"},-0.385065111431734,0.289,0.367,1,10,"Eif3j2"]
[{"v":3.70718267587567e-05,"d":"3.71E-05"},-0.310438405106654,0.187,0.268,1,10,"Snhg3"]
[{"v":3.82358100982381E-5,"d":"3.82E-05"},-0.302724816337251,0.179,0.259,1,10,"Dnajc19"]
[{"v":3.84474247616332e-05,"d":"3.84E-05"},-0.324668287785419,0.538,0.588,1,10,"Gabarap"]
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[{"v":3.88759458546637e-05,"d":"3.89E-05"},-0.34068661132324,0.297,0.379,1,10,"Irf2bp2"]
[{"v":3.9389828917235e-05,"d":"3.94E-05"},-0.453426306236812,0.4,0.458,1,10,"D8Ertd738e"]
[{"v":3.98954475490782e-05,"d":"3.99E-05"},0.337236607446873,0.201,0.144,1,10,"Sp3"]
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[{"v":4.64377653986985e-05,"d":"4.64E-05"},-0.364093528627255,0.148,0.218,1,10,"Ldhb"]
[{"v":4.92554053154853e-05,"d":"4.93E-05"},0.351187013432535,0.182,0.127,1,10,"Eml4"]
[{"v":5.05837211349203e-05,"d":"5.06E-05"},0.262871457086294,0.202,0.144,1,10,"Ilf3"]
[{"v":5.20174722796021e-05,"d":"5.20E-05"},0.268996089871102,0.156,0.102,1,10,"Tiparp"]
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[{"v":5.39666426168333E-5,"d":"5.40E-05"},0.274515104219494,0.419,0.349,1,10,"Ubap2l"]
[{"v":5.61373440750324e-05,"d":"5.61E-05"},0.322279652496252,0.359,0.29,1,10,"Arhgdia"]
[{"v":5.70907359136164e-05,"d":"5.71E-05"},-0.367888881956681,0.376,0.444,1,10,"Nars"]
[{"v":5.9631758965334e-05,"d":"5.96E-05"},-0.287964467360249,0.147,0.22,1,10,"Lrrfip1"]
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[{"v":6.37974006084296e-05,"d":"6.38E-05"},0.250801927277644,0.125,0.078,1,10,"Sdad1"]
[{"v":6.76697693363091e-05,"d":"6.77E-05"},-0.266160877056289,0.148,0.221,1,10,"Arhgef5"]
[{"v":6.83383761046055e-05,"d":"6.83E-05"},0.318517542501221,0.27,0.21,1,10,"Csnk1g2"]
[{"v":7.03480812130543e-05,"d":"7.03E-05"},-0.438907333703866,0.461,0.5,1,10,"Ndufb11"]
[{"v":7.11645868409373e-05,"d":"7.12E-05"},0.253672173914947,0.567,0.468,1,10,"Sox4"]
[{"v":7.18464191199692e-05,"d":"7.18E-05"},0.297792954617819,0.487,0.423,1,10,"Arpc5"]
[{"v":7.34261953762813E-5,"d":"7.34E-05"},-0.271234916709095,0.216,0.297,1,10,"Fam104a"]
[{"v":7.95077517305122e-05,"d":"7.95E-05"},-0.448504070448129,0.321,0.396,1,10,"Anapc13"]
[{"v":8.02651090598631e-05,"d":"8.03E-05"},-0.260417086957836,0.053,0.103,1,10,"Fam13a"]
[{"v":8.66039449819535e-05,"d":"8.66E-05"},-0.34114684415249,0.332,0.398,1,10,"Zfp706"]
[{"v":8.73768835957158e-05,"d":"8.74E-05"},-0.312010046256255,0.127,0.193,1,10,"Acly"]
[{"v":8.76157454475527e-05,"d":"8.76E-05"},-0.393375907250636,0.425,0.474,1,10,"Ndufb8"]
[{"v":9.01338816021704e-05,"d":"9.01E-05"},-0.286913840127764,0.138,0.205,1,10,"Creg1"]
[{"v":9.15360306025803e-05,"d":"9.15E-05"},0.291343179262992,0.173,0.12,1,10,"Cuedc1"]
[{"v":9.31023501539084e-05,"d":"9.31E-05"},0.282035559882725,0.147,0.097,1,10,"Ahcyl2"]
[{"v":9.76042407715414e-05,"d":"9.76E-05"},-0.404146037497642,0.19,0.259,1,10,"Zfp503"]
[{"v":0.000100127385096924,"d":"1.00E-04"},-0.327863064961114,0.13,0.197,1,10,"Las1l"]
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[{"v":1.09273173798315E-4,"d":"1.09E-04"},-0.530753382301815,0.383,0.443,1,10,"Pgk1"]
[{"v":1.14771970927068E-4,"d":"1.15E-04"},-0.331066650283909,0.317,0.384,1,10,"Psenen"]
[{"v":0.000119274817256993,"d":"1.19E-04"},-0.254549641433791,0.114,0.179,1,10,"Timm8a1"]
[{"v":0.000123801172050662,"d":"1.24E-04"},0.311451704641087,0.199,0.142,1,10,"Smoc1"]
[{"v":0.000124475145690224,"d":"1.24E-04"},-0.291873465239561,0.64,0.682,1,10,"Atp5g2"]
[{"v":0.000133904645215922,"d":"1.34E-04"},0.278607138033884,0.207,0.152,1,10,"Znrf2"]
[{"v":1.34397256774373E-4,"d":"1.34E-04"},-0.301982496597015,0.066,0.121,1,10,"Ddit3"]
[{"v":0.000143489929403854,"d":"1.43E-04"},-0.419010842171045,0.077,0.131,1,10,"Crispld2"]
[{"v":1.52415564171856E-4,"d":"1.52E-04"},0.25811466403923,0.247,0.191,1,10,"Tmed7"]
[{"v":0.000155086844244951,"d":"1.55E-04"},-0.310210523205331,0.207,0.281,1,10,"Mia2"]
[{"v":1.61008178161072E-4,"d":"1.61E-04"},0.269844778707272,0.38,0.312,1,10,"Tsix"]
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[{"v":0.000175441392004237,"d":"1.75E-04"},0.473148333118551,0.277,0.211,1,10,"Thbs1"]
[{"v":0.000177423951862029,"d":"1.77E-04"},0.379183401548501,0.195,0.144,1,10,"Cdipt"]
[{"v":1.78204533765667E-4,"d":"1.78E-04"},-0.3344615287753,0.3,0.371,1,10,"Crip2"]
[{"v":0.000180846533826512,"d":"1.81E-04"},-0.298007454956272,0.354,0.427,1,10,"Hsbp1"]
[{"v":0.000206481478335142,"d":"2.06E-04"},0.29496018482124,0.246,0.187,1,10,"Nck1"]
[{"v":2.07239491590805E-4,"d":"2.07E-04"},-0.323241589571963,0.207,0.279,1,10,"Cox20"]
[{"v":2.10450214158534E-4,"d":"2.10E-04"},-0.494891640211837,0.281,0.345,1,10,"Hist1h2bc"]
[{"v":0.000222316207410925,"d":"2.22E-04"},0.254517582858794,0.161,0.112,1,10,"Pik3ca"]
[{"v":2.23531048123317E-4,"d":"2.24E-04"},-0.323630941354065,0.277,0.354,1,10,"Bhlhe40"]
[{"v":0.000237348485412475,"d":"2.37E-04"},-0.257319671541903,0.292,0.362,1,10,"Bag1"]
[{"v":0.000247758882816325,"d":"2.48E-04"},-0.30991662419677,0.133,0.199,1,10,"Hist1h1e"]
[{"v":0.000270487975555199,"d":"2.70E-04"},-0.361686541163916,0.124,0.184,1,10,"Tnfaip2"]
[{"v":2.72320528886897E-4,"d":"2.72E-04"},-0.295970004237823,0.669,0.674,1,10,"Gapdh"]
[{"v":0.00027952735618735,"d":"2.80E-04"},0.289627494523255,0.377,0.319,1,10,"Rab10"]
[{"v":0.000281082480955178,"d":"2.81E-04"},-0.352448735615299,0.699,0.698,1,10,"Atp5j2"]
[{"v":0.000283806477308715,"d":"2.84E-04"},0.269529117882863,0.116,0.073,1,10,"S100pbp"]
[{"v":2.85188660750033E-4,"d":"2.85E-04"},0.321139179905615,0.28,0.222,1,10,"Mapk1"]
[{"v":0.000288259873221233,"d":"2.88E-04"},-0.29004393466264,0.247,0.311,1,10,"Bax"]
[{"v":2.93509362759595E-4,"d":"2.94E-04"},-0.263124184595988,0.121,0.184,1,10,"Phactr4"]
[{"v":0.000295924813502234,"d":"2.96E-04"},-0.308911117872688,0.312,0.386,1,10,"Abcf1"]
[{"v":0.000298700060559399,"d":"2.99E-04"},-0.352655085419078,0.555,0.585,1,10,"Rpl29"]
[{"v":0.000301092800688525,"d":"3.01E-04"},0.27848569489984,0.397,0.34,1,10,"Ccnl1"]
[{"v":0.000303134524924227,"d":"3.03E-04"},0.342357199636243,0.185,0.138,1,10,"Nrtn"]
[{"v":0.000305012186900409,"d":"3.05E-04"},0.312857349127883,0.181,0.131,1,10,"Camk2d"]
[0.000325131063343788,-0.363434245967433,0.264,0.33,1,10,"Srpr"]
[{"v":0.000381236831719014,"d":"3.81E-04"},-0.502520116459545,0.111,0.172,1,10,"Cxcl2"]
[{"v":0.000382232181070226,"d":"3.82E-04"},0.253771241061342,0.185,0.136,1,10,"Gtf3c1"]
[{"v":4.20401430448183E-4,"d":"4.20E-04"},0.26188156488179,0.172,0.124,1,10,"Mical3"]
[{"v":0.000422738024581186,"d":"4.23E-04"},0.271701829248119,0.255,0.203,1,10,"Vmp1"]
[{"v":0.000431071028600476,"d":"4.31E-04"},0.253633693853412,0.21,0.158,1,10,"Itsn2"]
[{"v":0.000438599877302951,"d":"4.39E-04"},-0.255215241647279,0.167,0.232,1,10,"Eif4ebp1"]
[{"v":0.000442270110729599,"d":"4.42E-04"},-0.299736367246278,0.742,0.727,1,10,"Hspa8"]
[{"v":0.000460610121818615,"d":"4.61E-04"},0.284992880402827,0.124,0.082,1,10,"Dusp7"]
[{"v":0.000486852898034526,"d":"4.87E-04"},0.273992474874195,0.182,0.136,1,10,"Fam168b"]
[{"v":0.00051479150583809,"d":"5.15E-04"},-0.347250851223066,0.291,0.36,1,10,"Knop1"]
[{"v":5.29156754463923E-4,"d":"5.29E-04"},-0.317954199357493,0.199,0.259,1,10,"Gfpt1"]
[{"v":0.000556942942677694,"d":"5.57E-04"},0.28884257506887,0.36,0.298,1,10,"Sh3bgrl3"]
[{"v":0.000597298548815407,"d":"5.97E-04"},0.252380242605975,0.223,0.175,1,10,"Usp7"]
[{"v":0.000597639969500309,"d":"5.98E-04"},-0.333473983537715,0.329,0.397,1,10,"Nop10"]
[{"v":0.000600851247998769,"d":"6.01E-04"},-0.331672400149085,0.263,0.322,1,10,"Atp6v1a"]
[{"v":0.000632477727496964,"d":"6.32E-04"},-0.340995629038799,0.219,0.285,1,10,"Ets2"]
[{"v":0.000638886431280683,"d":"6.39E-04"},0.264256089947824,0.21,0.16,1,10,"Ppid"]
[{"v":0.000642424382093561,"d":"6.42E-04"},0.256976790209405,0.958,0.947,1,10,"mt-Atp6"]
[{"v":0.000703210227301796,"d":"7.03E-04"},0.260819198200182,0.26,0.207,1,10,"Twf1"]
[{"v":0.000743935692277361,"d":"7.44E-04"},-0.285296350858275,0.161,0.222,1,10,"Gabarapl1"]
[{"v":0.000747296222209677,"d":"7.47E-04"},-0.259236326781364,0.201,0.265,1,10,"Coa3"]
[{"v":0.000791630538297751,"d":"7.92E-04"},-0.26664157325631,0.224,0.291,1,10,"Uqcc3"]
[{"v":0.000811949601911373,"d":"8.12E-04"},0.255738491648452,0.113,0.074,1,10,"Vamp5"]
[{"v":0.000828205704555687,"d":"8.28E-04"},-0.376448374873596,0.094,0.144,1,10,"Col9a1"]
[{"v":0.000829352295547793,"d":"8.29E-04"},-0.292890578498563,0.258,0.323,1,10,"Chmp3"]
[{"v":0.000958541919574371,"d":"9.59E-04"},-0.359609143944445,0.614,0.604,1,10,"Hsp90aa1"]
[{"v":0.000964678140254921,"d":"9.65E-04"},-0.268543466912776,0.25,0.318,1,10,"Churc1"]
[{"v":0.000980655986550396,"d":"9.81E-04"},-0.393342400383132,0.139,0.194,1,10,"Wfdc2"]
[0.00101163995750854,-0.349463086078328,0.431,0.47,1,10,"Pomp"]
[0.00103377764622177,-0.293984404659824,0.28,0.343,1,10,"Tubb4b"]
[1.05549007292009E-3,0.251168810857903,0.439,0.376,1,10,"Arpc1b"]
[1.10321253516873E-3,0.277302240501144,0.249,0.202,1,10,"Sdf4"]
[0.00110810911023646,-0.292945258553613,0.374,0.434,1,10,"Iqgap1"]
[1.14012758907979E-3,-0.273473042855873,0.116,0.169,1,10,"Atp6v1b2"]
[0.00114144081515898,-0.358470609430186,0.611,0.633,1,10,"Uqcr10"]
[0.001142027561453,-0.333570443731462,0.4,0.452,1,10,"Ndufab1"]
[0.00122820574483655,-0.318564758120686,0.15,0.205,1,10,"Ptpn2"]
[1.2308503061861E-3,-0.274796644778466,0.204,0.266,1,10,"Npm3"]
[0.00126347374110269,-0.269935957692082,0.127,0.181,1,10,"Phb"]
[1.36050305394802E-3,-0.293066277785916,0.662,0.678,1,10,"Atp5md"]
[0.0014506409604573,-0.266038508797525,0.198,0.259,1,10,"Atp13a3"]
[1.57601443042458E-3,0.251529256245812,0.162,0.121,1,10,"Bach1"]
[1.73874493161181E-3,-0.273596123844563,0.209,0.265,1,10,"Mrpl34"]
[0.00176159388132804,0.265555978897376,0.121,0.083,1,10,"Rcor3"]
[0.00186403603825067,0.255314646028157,0.175,0.133,1,10,"Lrpap1"]
[1.87589306426124E-3,0.320141215054495,0.892,0.829,1,10,"Tmsb4x"]
[1.89701031201421E-3,-0.331594983867768,0.556,0.568,1,10,"Eif5b"]
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[{"v":1.2249622796209E-4,"d":"1.22E-04"},0.728237962422808,0.656,0.505,1,14.3,"Hint1"]
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[{"v":2.42881952865515E-4,"d":"2.43E-04"},0.493525715773664,0.164,0.056,1,14.3,"Ncapd3"]
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[{"v":1.44182622069167e-06,"d":"1.44E-06"},0.351496402462908,0.695,0.512,0.0465493595350306,19,"Calr"]
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[{"v":2.00617971887608E-7,"d":"2.01E-07"},-0.660400001587855,0.106,0.218,0.00647695122239145,12,"Ltbp4"]
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[{"v":2.30294019753207E-7,"d":"2.30E-07"},0.406221566442418,0.175,0.088,0.0074350424277323,12,"Arfgap1"]
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[{"v":2.75729030404899e-07,"d":"2.76E-07"},-0.287823039088476,0.935,0.947,0.00890191174662217,12,"Rpl34"]
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[{"v":2.8747540135059e-07,"d":"2.87E-07"},-0.799172214633504,0.302,0.393,0.00928114333260381,12,"Ddr2"]
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[{"v":3.70192838325945e-07,"d":"3.70E-07"},-0.64804121734982,0.096,0.204,0.0119516757853531,12,"Enc1"]
[{"v":3.79750371114317e-07,"d":"3.80E-07"},0.366510109352448,0.209,0.112,0.0122602407314257,12,"BC005561"]
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[{"v":4.75469199685724e-07,"d":"4.75E-07"},-0.597021813017711,0.23,0.355,0.0153505231118536,12,"Epb41l2"]
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[{"v":5.61737889421373e-07,"d":"5.62E-07"},-0.450421457464161,0.552,0.643,0.018135707759969,12,"Emp1"]
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[{"v":7.29559702645716e-07,"d":"7.30E-07"},0.338877901117752,0.331,0.22,0.0235538349999169,12,"Mrpl17"]
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[{"v":7.69621281176832e-07,"d":"7.70E-07"},-0.407362014810697,0.129,0.244,0.024847223062794,12,"Adam9"]
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[{"v":8.46708988557042e-07,"d":"8.47E-07"},0.343426687351178,0.288,0.178,0.0273359996955641,12,"Tardbp"]
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[{"v":8.61195649467371e-07,"d":"8.61E-07"},0.299476998825044,0.386,0.252,0.0278037015430541,12,"Cdkn1a"]
[{"v":8.64469161534947e-07,"d":"8.64E-07"},0.368401764063463,0.379,0.258,0.0279093868801557,12,"Dap"]
[{"v":8.68475611768946E-7,"d":"8.68E-07"},0.347549984617698,0.278,0.169,0.0280387351259604,12,"Chpf"]
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[{"v":9.37989494072466e-07,"d":"9.38E-07"},0.358901652402747,0.295,0.185,0.0302829908161295,12,"Mib1"]
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[{"v":1.1861853012147e-06,"d":"1.19E-06"},0.376886981246554,0.225,0.132,0.0382959924497168,12,"Cisd1"]
[{"v":1.19761842208453E-6,"d":"1.20E-06"},-0.475266920877424,0.086,0.187,0.0386651107569991,12,"Atp8b1"]
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[{"v":1.36257442785555E-6,"d":"1.36E-06"},0.34363188765655,0.319,0.208,0.0439907154033165,12,"Fbln5"]
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[{"v":1.73409548563778e-06,"d":"1.73E-06"},0.36261361645038,0.376,0.261,0.055985272753816,12,"Prelid1"]
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[{"v":1.91263139456378e-06,"d":"1.91E-06"},0.264014323990742,0.127,0.056,0.0617493045734918,12,"Slc35c2"]
[{"v":2.0720009995304e-06,"d":"2.07E-06"},-0.581757067614575,0.245,0.356,0.0668945522698391,12,"Vgll3"]
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[{"v":2.26462544534001e-06,"d":"2.26E-06"},0.292496162192999,0.204,0.113,0.0731134325028024,12,"Mnat1"]
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[{"v":2.60493856867083e-06,"d":"2.60E-06"},0.271682388795788,0.168,0.084,0.0841004416895377,12,"Acp5"]
[{"v":2.61506885068812e-06,"d":"2.62E-06"},-0.448518294515204,0.115,0.217,0.0844274978444661,12,"Dtnbp1"]
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[{"v":2.77301527738729e-06,"d":"2.77E-06"},-0.62957277939489,0.132,0.237,0.0895267982304487,12,"Amotl2"]
[{"v":2.78824703094883e-06,"d":"2.79E-06"},0.318070866296709,0.475,0.354,0.0900185553941831,12,"Ndufa6"]
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[0.00171347789735869,-0.341872788775028,0.118,0.183,1,12,"Adgra2"]
[0.0017656758097368,-0.36608041070577,0.621,0.625,1,12,"Txn1"]
[0.00184181451733776,-0.3542969650461,0.115,0.178,1,12,"Rab22a"]
[1.87128202039768E-3,0.30171755772147,0.293,0.229,1,12,"Cct6a"]
[0.00191114225273974,0.260540315138958,0.376,0.306,1,12,"Ssr1"]
[0.00197364953572822,0.293776340746309,0.52,0.43,1,12,"Gapdh"]
[0.00201123144966519,0.257738471542233,0.396,0.318,1,12,"Map4k4"]
[2.03329640474093E-3,-0.270691755586569,0.137,0.206,1,12,"Cr1l"]
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[0.00222620267469132,-0.329316182222259,0.245,0.322,1,12,"Tgoln1"]
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[0.00260883567799475,-0.354846176129607,0.683,0.664,1,12,"Ubc"]
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[0.00276844971763809,-0.297450505494676,0.118,0.182,1,12,"Kirrel"]
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[0.00291542655718652,-0.457857670165014,0.235,0.298,1,12,"Ccdc50"]
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[0.00341687967341672,-0.329153460704157,0.153,0.22,1,12,"Antxr2"]
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[0.00410987009797468,-0.263414451164974,0.058,0.106,1,12,"Adam12"]
[0.00415988429263882,-0.396111646009139,0.213,0.279,1,12,"Steap4"]
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[0.00451069509247506,0.302386327616378,0.329,0.263,1,12,"Map1lc3a"]
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[0.00490202315997308,-0.648622157017604,0.086,0.135,1,12,"Sparcl1"]
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[0.00514157409007563,-0.426465960471679,0.211,0.277,1,12,"Sod2"]
[0.0053514320080844,-0.30248328013345,0.12,0.18,1,12,"Tnfaip3"]
[0.00545403299836628,-0.317489314154492,0.221,0.286,1,12,"Nr3c1"]
[0.00569059515037416,-0.40570591458791,0.185,0.246,1,12,"Abca1"]
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[0.00589348178688807,0.264230559525536,0.137,0.091,1,12,"Manea"]
[0.0060212057193224,0.260797792818019,0.36,0.297,1,12,"Ikbip"]
[0.00603525533672894,-0.252069735862608,0.058,0.103,1,12,"Aff3"]
[0.00608896330249019,0.338058452198041,0.446,0.382,1,12,"Fus"]
[0.00621104085730697,-0.318095177505753,0.129,0.186,1,12,"Angptl4"]
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[0.00632506716143804,0.28972302218363,0.175,0.127,1,12,"Pnkd"]
[6.3893088288841E-3,-0.27146192493904,0.137,0.197,1,12,"Igf1r"]
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[0.00687861961264825,0.274365137998963,0.103,0.065,1,12,"Syvn1"]
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[0.00736729585745864,-0.287109058242877,0.074,0.122,1,12,"Ptpn2"]
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[7.44861874558388E-3,-0.32843278499809,0.592,0.576,1,12,"Dynll1"]
[0.00764325664688459,-0.459548473265922,0.379,0.413,1,12,"Fndc1"]
[0.00799304504802561,-0.250347509083402,0.218,0.284,1,12,"Fcgrt"]
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[0.00896470797016158,-0.326384602914753,0.103,0.154,1,12,"Skap2"]
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[0.00950226280687605,-0.327906648050289,0.324,0.374,1,12,"Tmem50a"]
[0.00951912178421337,-0.408478375613104,0.415,0.435,1,12,"Manf"]
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[{"v":1.05923197921014E-80,"d":"1.06E-80"},1.40761294793675,0.728,0.167,{"v":3.41973044487994E-76,"d":"3.42E-76"},17,"Heg1"]
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[{"v":3.56756562575613E-5,"d":"3.57E-05"},-0.747264179994553,0.197,0.337,1,21,"Ppp1r14b"]
[{"v":3.6665176100195e-05,"d":"3.67E-05"},-0.635386056465744,0.038,0.159,1,21,"Elk3"]
[{"v":3.68237445425493E-5,"d":"3.68E-05"},-0.653057840481957,0.006,0.111,1,21,"Pdcd1"]
[{"v":3.73202628183516e-05,"d":"3.73E-05"},-0.630095686348655,0.21,0.362,1,21,"Cnn2"]
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[{"v":4.47057410286045e-05,"d":"4.47E-05"},-0.39011153263999,0.758,0.852,1,21,"Rpl5"]
[{"v":4.50870037431547e-05,"d":"4.51E-05"},-0.611417352739067,0.051,0.176,1,21,"Lasp1"]
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[{"v":4.7978060243745e-05,"d":"4.80E-05"},-0.542984532520075,0.261,0.405,1,21,"Psmb3"]
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[{"v":5.15225915173253E-5,"d":"5.15E-05"},-0.695779613642234,0.032,0.146,1,21,"Rnf125"]
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[{"v":5.27260060318416e-05,"d":"5.27E-05"},-0.515677791507054,0.439,0.57,1,21,"Ndufb1-ps"]
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[{"v":5.49096579672944e-05,"d":"5.49E-05"},-0.650258875773061,0.102,0.241,1,21,"Cdk6"]
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[{"v":5.55416506717624e-05,"d":"5.55E-05"},-0.691614935256656,0.178,0.32,1,21,"Dusp11"]
[{"v":5.652709857221e-05,"d":"5.65E-05"},0.572314770557194,0.522,0.389,1,21,"Ddx6"]
[{"v":5.72512076090293e-05,"d":"5.73E-05"},0.290146983788181,0.115,0.046,1,21,"Eif2ak3"]
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[{"v":1.61377565011648E-6,"d":"1.61E-06"},0.415339314024505,0.847,0.647,0.0521007468640108,22,"Gnas"]
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[{"v":1.94767801209515E-6,"d":"1.95E-06"},0.306939804562345,0.263,0.112,0.0628807846204919,22,"Ubr4"]
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[{"v":1.09858671309706e-07,"d":"1.10E-07"},0.264982997390715,0.223,0.083,0.00354678720323388,14.2,"Bcap29"]
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[{"v":3.33847555573068e-07,"d":"3.34E-07"},0.273775665348284,0.281,0.119,0.0107782683316765,14.2,"2022-03-02"]
[{"v":3.37175909202922e-07,"d":"3.37E-07"},0.412724093089795,0.934,0.758,0.0108857242286163,14.2,"Rpl28"]
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[{"v":3.82246854469278e-07,"d":"3.82E-07"},0.309374204878655,0.339,0.156,0.0123408396965406,14.2,"Txnl1"]
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[{"v":3.92494823737901e-07,"d":"3.92E-07"},0.416801653705572,0.463,0.245,0.0126716953843781,14.2,"Tmem160"]
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[{"v":5.12426673456717e-07,"d":"5.12E-07"},0.318706149143152,0.769,0.464,0.0165436951525501,14.2,"Btf3"]
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[{"v":6.84760568147445e-07,"d":"6.85E-07"},0.299976604420664,0.273,0.116,0.0221074949426402,14.2,"Tmem131"]
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[{"v":5.260424294667e-05,"d":"5.26E-05"},-1.35262489603953,0.017,0.148,1,14.2,"Mmp9"]
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[{"v":9.02675522059688e-05,"d":"9.03E-05"},-1.85068848253044,0.587,0.599,1,14.2,"Cd14"]
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[{"v":9.23340507265171e-05,"d":"9.23E-05"},-1.68585261359207,0.43,0.482,1,14.2,"Pnrc1"]
[{"v":9.47744522738145e-05,"d":"9.48E-05"},-0.689089502088796,0.57,0.3,1,14.2,"Lmnb1"]
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[{"v":1.15616412246769E-4,"d":"1.16E-04"},0.251754667301436,0.95,0.758,1,14.2,"Rps3a1"]
[{"v":1.16153817680935E-4,"d":"1.16E-04"},-1.55422246879994,0.198,0.327,1,14.2,"Lyst"]
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[{"v":1.16549647128795E-7,"d":"1.17E-07"},0.507304721603526,0.388,0.255,0.00376280535755317,18,"Nsd3"]
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[{"v":3.04377733862035e-07,"d":"3.04E-07"},0.569940239402494,0.248,0.14,0.00982683513773582,18,"Casp4"]
[{"v":3.21209998461272e-07,"d":"3.21E-07"},0.287215128244327,0.112,0.044,0.0103702648003221,18,"Ch25h"]
[{"v":3.59086660936584E-7,"d":"3.59E-07"},0.519103359960526,0.216,0.116,0.0115931128483376,18,"H2-Q7"]
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[{"v":4.40218171214065e-07,"d":"4.40E-07"},0.535265005317478,0.295,0.18,0.0142124436576461,18,"Svbp"]
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[{"v":4.75636688560716E-7,"d":"4.76E-07"},0.470879374264633,0.158,0.077,0.0153559304901827,18,"Nmi"]
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[{"v":5.56546422204844e-07,"d":"5.57E-07"},0.383900181896454,0.223,0.121,0.0179681012408834,18,"Max"]
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[{"v":1.64254072062054E-6,"d":"1.64E-06"},0.377747461231754,0.18,0.096,0.0530294271652343,18,"2022-03-05"]
[{"v":1.67284713879965e-06,"d":"1.67E-06"},0.588228167268502,0.327,0.214,0.0540078698761467,18,"Cd72"]
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[{"v":3.83901024620859e-06,"d":"3.84E-06"},0.505497706244735,0.317,0.204,0.123942445798844,18,"Peli1"]
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[{"v":1.1257169467155e-05,"d":"1.13E-05"},0.43175481144115,0.306,0.2,0.3634377162471,18,"Ranbp2"]
[{"v":1.18417040008259e-05,"d":"1.18E-05"},0.604417623836505,0.507,0.414,0.382309413666664,18,"C1qb"]
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[{"v":1.43252597322383E-5,"d":"1.43E-05"},0.314634228182331,0.317,0.208,0.462491010455315,18,"Herc1"]
[{"v":1.43317619057817E-5,"d":"1.43E-05"},0.403595989277484,0.169,0.091,0.462700933128164,18,"Ttc39b"]
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[{"v":1.52447164828819E-5,"d":"1.52E-05"},-0.717163452483646,0.176,0.284,0.492175671649842,18,"Nfam1"]
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[{"v":2.22902630053963e-05,"d":"2.23E-05"},0.453953967906394,0.475,0.367,0.719641141129222,18,"Ms4a6c"]
[{"v":2.28335029555732e-05,"d":"2.28E-05"},0.376643298844806,0.371,0.259,0.73717964292068,18,"Axl"]
[{"v":2.6244923130505e-05,"d":"2.62E-05"},0.3468640593102,0.291,0.186,0.847317343268356,18,"Themis2"]
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[{"v":2.78716527274027e-05,"d":"2.79E-05"},0.253529900718497,0.144,0.076,0.899836308304198,18,"Ccdc86"]
[{"v":2.81193853757035e-05,"d":"2.81E-05"},-0.494379665543101,0.518,0.636,0.907834356854587,18,"Neat1"]
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[{"v":3.88237664503914e-05,"d":"3.88E-05"},-0.483461526687289,0.586,0.643,1,18,"Gpx1"]
[{"v":4.50281950698415e-05,"d":"4.50E-05"},0.475312173290857,0.223,0.137,1,18,"Tent5a"]
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[{"v":6.21949367097866e-05,"d":"6.22E-05"},0.298850834841339,0.482,0.354,1,18,"Pmepa1"]
[{"v":7.11868707589813e-05,"d":"7.12E-05"},0.429993302929115,0.209,0.126,1,18,"Upp1"]
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[{"v":8.21147957720798e-05,"d":"8.21E-05"},-0.786424948589318,0.144,0.246,1,18,"Cd24a"]
[{"v":9.25663175889618e-05,"d":"9.26E-05"},-0.590638866513736,0.32,0.418,1,18,"Sirpa"]
[{"v":0.000109531813780935,"d":"1.10E-04"},0.296164458856691,0.259,0.171,1,18,"Ccnd1"]
[{"v":1.10677580225599E-4,"d":"1.11E-04"},-0.522941210136578,0.378,0.469,1,18,"Zfp36l2"]
[{"v":0.000118106581409166,"d":"1.18E-04"},0.297751802545625,0.144,0.079,1,18,"Pgap2"]
[{"v":1.20173996278287E-4,"d":"1.20E-04"},0.262308646764392,0.299,0.205,1,18,"Elf1"]
[{"v":1.28585644791108E-4,"d":"1.29E-04"},0.515880843913258,0.421,0.319,1,18,"Nfkbiz"]
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[0.000140491528241258,-0.949222499698413,0.138,0.235,1,20,"Sema4d"]
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[0,2.43192138299099,0.584,0.007,0,24,"Cacnb3"]
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[{"v":3.74060302740979e-05,"d":"3.74E-05"},-0.916690870948611,0.109,0.287,1,24,"Lpcat2"]
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