Cell-type-specific marker genes were identified from the KPMP-derived transcriptomic dataset. For each cell type, a protein-protein interaction network was generated using STRING interactions among the identified genes. Network topology was analyzed using NetworkX, and multiple centrality metrics were computed to characterize gene importance and identify potential hub genes within each cellular context.
gene,degree_centrality,betweenness_centrality,closeness_centrality,eigenvector_centrality,pagerank,harmonic_centrality,centrality_rank IL6,0.615702479338843,0.08558234171210406,0.7181008902077152,0.18771328115654964,0.01945493005429142,195.16666666666669,1.0 TP53,0.5495867768595042,0.023507424299578205,0.6855524079320113,0.1976229367752804,0.01912871181897145,187.16666666666669,2.0 STAT3,0.5041322314049587,0.03252631939919756,0.6612021857923497,0.18899927183428472,0.015742458059029137,181.33333333333337,3.0 EGFR,0.49173553719008267,0.030914577689379653,0.6522911051212938,0.18153904986246563,0.015801570528551637,179.50000000000006,4.0 CTNNB1,0.47520661157024796,0.029765783066424335,0.6505376344086021,0.17734574015234134,0.014786433900510333,178.0,5.0 JUN,0.45041322314049587,0.03365796783375056,0.6351706036745407,0.1764472283073749,0.01459177287242564,174.50000000000003,6.0 BCL2,0.4297520661157025,0.030417338225712427,0.6318537859007833,0.15584797978716677,0.012854026169714908,172.50000000000003,7.5 FN1,0.4297520661157025,0.023224512190939954,0.622107969151671,0.1515618794885581,0.014015481696793869,171.50000000000009,7.5 TGFB1,0.4132231404958678,0.019966736394499505,0.6237113402061856,0.15438895047177184,0.012269147932073277,170.33333333333337,9.0 TLR4,0.40082644628099173,0.022067144473783478,0.6205128205128205,0.13050434662630628,0.011811061941159997,169.0,10.0 PTEN,0.38842975206611574,0.023093058079855514,0.6095717884130982,0.14364493284580565,0.011363352437549138,166.83333333333337,11.0 HSP90AA1,0.384297520661157,0.0438942423099345,0.6111111111111112,0.13292152303614482,0.012596907635371017,166.6666666666667,12.0 EGF,0.38016528925619836,0.017146188402318165,0.6034912718204489,0.1403153137168338,0.011286638244415682,165.50000000000006,13.0 FOS,0.3760330578512397,0.02017249065532732,0.605,0.15325227770972757,0.011937120451996292,165.3333333333334,14.0 EP300,0.33884297520661155,0.01943520455402764,0.5902439024390244,0.13539967022412086,0.011912332381290448,160.66666666666674,15.0 CDH1,0.3347107438016529,0.017400523530285886,0.587378640776699,0.12915291135839047,0.009576321139279316,160.00000000000009,16.0 ICAM1,0.32644628099173556,0.014522821576763486,0.5845410628019324,0.11108325004720188,0.00893282504940447,159.00000000000006,17.5 MMP2,0.32644628099173556,0.015757347141730393,0.5761904761904761,0.11807976923961883,0.00948596967744914,158.0000000000001,17.5 FGF2,0.3181818181818182,0.00907033366482631,0.5761904761904761,0.12206342260711682,0.009119612137941676,157.33333333333343,19.0 RHOA,0.30165289256198347,0.018715064641130277,0.5721040189125296,0.11095752975442923,0.009115077988537466,155.50000000000006,20.0 CREB1,0.2975206611570248,0.014608552518775077,0.5775656324582339,0.12551907623135236,0.009081031686702615,155.8333333333334,21.0 STAT1,0.2892561983471075,0.005555365042351086,0.5654205607476636,0.12360852073305222,0.009270053275113859,153.66666666666674,23.0 PIK3R1,0.2892561983471075,0.010407736360207127,0.5667447306791569,0.11170675095221141,0.008839511089672002,153.83333333333343,23.0 MAPK1,0.2892561983471075,0.015851651177943144,0.568075117370892,0.12879887303697188,0.009807352162032797,154.00000000000009,23.0 KDR,0.2727272727272727,0.01196803950481808,0.5576036866359447,0.10539121680200682,0.00854031208541028,151.33333333333343,25.5 SMAD3,0.2727272727272727,0.0027433901443709064,0.5601851851851852,0.13409963904100708,0.008723373420621705,151.66666666666674,25.5 THBS1,0.2644628099173554,0.011667981207777511,0.5563218390804597,0.09296768826144275,0.007659102652072097,150.50000000000006,27.0 CDKN1A,0.25619834710743805,0.007930112136072151,0.55125284738041,0.11454401008720445,0.007544645401055556,149.16666666666677,29.5 SMAD2,0.25619834710743805,0.002091834985082816,0.5537757437070938,0.12196701852960225,0.007828993455722503,149.50000000000006,29.5 SMAD4,0.25619834710743805,0.006335516614656562,0.555045871559633,0.12145426699456037,0.007969718217634935,149.66666666666674,29.5 NOTCH1,0.25619834710743805,0.006121189259627585,0.555045871559633,0.10641156152089488,0.0072784194975189205,149.6666666666667,29.5 RELA,0.25206611570247933,0.00411508521655636,0.55,0.11756160433307074,0.008420636906329925,148.66666666666674,32.0 CD34,0.24793388429752067,0.008007269983882584,0.545045045045045,0.0881569482179362,0.007209942436419418,147.6666666666667,33.0 UBC,0.243801652892562,0.010219128287781626,0.545045045045045,0.07651836464278729,0.008352416715012835,147.33333333333337,34.0 NFE2L2,0.2396694214876033,0.009293234114056446,0.5487528344671202,0.08677124154381473,0.00753707030871627,147.50000000000003,35.0 MDM2,0.23553719008264462,0.013031103185761806,0.5475113122171946,0.09983479207678295,0.0071117098947833125,147.00000000000006,36.0 SNAI1,0.23140495867768596,0.0010630636809437263,0.54627539503386,0.10847924033141015,0.00705249068550075,146.50000000000006,37.5 PPARA,0.23140495867768596,0.006687013476904084,0.54627539503386,0.07374083436764975,0.007239488801525344,146.50000000000003,37.5 MAPK8,0.2272727272727273,0.0020232502314735433,0.5475113122171946,0.11283052894292776,0.007310402641749731,146.3333333333334,39.0 HGF,0.2231404958677686,0.009121772230033263,0.5377777777777778,0.0869353047757424,0.006317879736161566,144.66666666666674,40.5 IRS1,0.2231404958677686,0.00598401975240904,0.545045045045045,0.08303747649367961,0.007349922455041603,145.6666666666667,40.5 KIT,0.2190082644628099,0.002777682521175543,0.5365853658536586,0.0926874443661236,0.0066222965146169955,144.16666666666674,43.0 TGFBR1,0.2190082644628099,0.013056822468365283,0.5438202247191011,0.09243784207456025,0.006497675435318755,145.1666666666667,43.0 MYD88,0.2190082644628099,0.00879599465038922,0.5389755011135857,0.08255001801385768,0.00650924774484621,144.50000000000006,43.0 STAT5A,0.21487603305785125,0.0058811426219951305,0.5342163355408388,0.09590810742927969,0.006552943455966557,143.50000000000009,45.0 SOCS3,0.21074380165289258,0.002263296869105998,0.5342163355408388,0.0830406812223396,0.00670195335411006,143.16666666666674,46.0 LOX,0.2066115702479339,0.004680909433832859,0.5365853658536586,0.07558525186696231,0.005605227166453466,143.1666666666667,47.0 NOS3,0.2024793388429752,0.009859058331332946,0.5365853658536586,0.06371993911000387,0.006156713341043366,142.83333333333337,48.5 IKBKB,0.2024793388429752,0.020232502314735435,0.5330396475770925,0.08584443849407143,0.006377674682162242,142.33333333333337,48.5 EDN1,0.19834710743801653,0.0077329309694454925,0.5330396475770925,0.07275955983644652,0.005644814635144019,142.00000000000006,50.5 EGR1,0.19834710743801653,0.011342203628133466,0.5318681318681319,0.09675419640878533,0.006519759934194288,141.8333333333334,50.5 VWF,0.19421487603305787,0.006721305853708721,0.5170940170940171,0.056374198007682653,0.006059687141952097,139.3333333333334,53.0 STAT6,0.19421487603305787,0.004406570419395768,0.5272331154684096,0.08534568417102358,0.005653625536460746,140.83333333333337,53.0 VIM,0.19421487603305787,0.011282191968725352,0.5295404814004376,0.07384606611347865,0.0053933278331805765,141.1666666666667,53.0 TJP1,0.19008264462809918,0.0031548986660265422,0.5260869565217391,0.07803888280005923,0.005512796568993578,140.33333333333337,55.5 PRKCA,0.19008264462809918,0.00644696683927163,0.5307017543859649,0.07578031516806766,0.00561880243944309,141.00000000000003,55.5 SREBF1,0.1859504132231405,0.014402798257947259,0.5260869565217391,0.054052034966741366,0.006695795314394966,140.00000000000003,58.0 B2M,0.1859504132231405,0.010347724700799013,0.5307017543859649,0.054578497285996765,0.0057732726513864355,140.6666666666667,58.0 HDAC2,0.1859504132231405,0.006661294194300608,0.5238095238095238,0.08046272902200287,0.0058895955155144775,139.6666666666667,58.0 HMGB1,0.16942148760330578,0.009516134563286581,0.5204301075268817,0.0630598060635569,0.0051641249188570494,137.83333333333334,61.0 ELN,0.16942148760330578,0.007647200027433901,0.5094736842105263,0.05522511783383307,0.005444912257417435,136.16666666666669,61.0 TGFB2,0.16942148760330578,0.00552107266554645,0.5170940170940171,0.07411260900452155,0.0051619259060784505,137.3333333333334,61.0 SP1,0.16115702479338845,0.002091834985082816,0.5226781857451404,0.08667297389461173,0.0053459398088192495,137.50000000000003,63.0 ATF3,0.15702479338842976,0.011479373135352012,0.5116279069767442,0.0719682515110212,0.005567322447448349,135.49999999999997,64.5 LYN,0.15702479338842976,0.008495936353348651,0.5148936170212766,0.06556411874405357,0.004905966483459204,136.0,64.5 SMAD7,0.15289256198347106,0.0015431569562086348,0.5182012847965739,0.07801229233296161,0.0046830051494700115,136.1666666666667,68.0 GPX3,0.15289256198347106,0.011650835019375194,0.5204301075268817,0.043827775988147806,0.005107366040823373,136.50000000000003,68.0 SOD1,0.15289256198347106,0.013802681663866122,0.5249457700650759,0.03961524411503165,0.0054564924887677705,137.16666666666669,68.0 GJA1,0.15289256198347106,0.003917904049929701,0.5127118644067796,0.05700878901269194,0.00443847888494619,135.33333333333337,68.0 NR3C1,0.15289256198347106,0.000823017043311272,0.5062761506276151,0.08089276913310342,0.004975257421998025,134.33333333333331,68.0 SOCS1,0.1487603305785124,0.0013716950721854532,0.5062761506276151,0.06708797466705135,0.00528524721221617,133.99999999999997,72.0 NES,0.1487603305785124,0.0021261273618874525,0.5094736842105263,0.056146220671400376,0.004123279274206732,134.50000000000003,72.0 BMP4,0.1487603305785124,0.010390590171804808,0.5062761506276151,0.05803819516653411,0.004905272652347321,134.00000000000006,72.0 SLC2A1,0.14462809917355374,0.004835225129453722,0.5138004246284501,0.04748410981984362,0.004535833206432503,134.83333333333334,74.0 TLR3,0.14049586776859505,0.003720722883303042,0.510548523206751,0.05249799882801828,0.004263057630658204,134.0,76.5 RAC1,0.14049586776859505,0.0022975892459106344,0.5094736842105263,0.048123038821143604,0.0049906121284344785,133.83333333333337,76.5 OCLN,0.14049586776859505,0.0010973560577483626,0.5084033613445378,0.05825757949981819,0.004198973385505868,133.66666666666669,76.5 STK11,0.14049586776859505,0.0030777408182161106,0.5041666666666667,0.05236227412604649,0.004393505992921487,132.99999999999997,76.5 CLU,0.13636363636363635,0.006935633208737698,0.5170940170940171,0.03784039290036553,0.004713550341917913,134.66666666666669,80.5 YAP1,0.13636363636363635,0.0018860807242549983,0.5084033613445378,0.07258839137938039,0.004538654142663112,133.33333333333334,80.5 TIMP3,0.13636363636363635,0.004629470868625905,0.5020746887966805,0.050122255462900174,0.0039345477361803745,132.33333333333334,80.5 INSR,0.13636363636363635,0.0022290044923013617,0.5052192066805845,0.05296552341772445,0.004374454352131503,132.83333333333334,80.5 SPARC,0.1322314049586777,0.003634991941291451,0.4888888888888889,0.04204080975891691,0.004098207886107977,129.83333333333326,84.5 MMP7,0.1322314049586777,0.0019032269126573163,0.5031185031185031,0.05611950148254203,0.003907279339103288,132.16666666666666,84.5 NR4A1,0.1322314049586777,0.0012345255649669079,0.49691991786447637,0.06227121368273593,0.004227663600918793,131.1666666666666,84.5 PKM,0.1322314049586777,0.0051352834264942904,0.5127118644067796,0.05053508602895084,0.004136981691380294,133.66666666666669,84.5 SERPINA1,0.12809917355371903,0.013185418881382669,0.49896907216494846,0.02846126658731371,0.0051911131571816165,131.1666666666666,89.0 NOS2,0.12809917355371903,0.005058125578683859,0.510548523206751,0.04816073312768207,0.003799977473890723,132.99999999999997,89.0 KNG1,0.12809917355371903,0.010527759679023354,0.5010351966873706,0.03163152719499564,0.004445937070045941,131.49999999999997,89.0 MAPK9,0.12809917355371903,0.00027433901443709065,0.5062761506276151,0.07003843362491144,0.004566618701332082,132.33333333333326,89.0 COL3A1,0.12809917355371903,0.0006858475360927266,0.4879032258064516,0.04552533225353308,0.00430154121980281,129.33333333333323,89.0 DUSP1,0.12396694214876033,0.0003772161448509996,0.49896907216494846,0.05791208076553436,0.004076474731510094,130.83333333333323,93.0 S100A4,0.12396694214876033,0.0005829704056788176,0.49691991786447637,0.057835457249011415,0.0037156169089336928,130.49999999999997,93.0 XBP1,0.12396694214876033,0.007990123795480265,0.5031185031185031,0.04073703947776847,0.004110131449357116,131.49999999999991,93.0 BGN,0.11983471074380166,0.004663763245430541,0.48111332007952284,0.04210958225492105,0.004498191408000246,127.49999999999983,95.0 PLAUR,0.11570247933884298,0.002914852028394088,0.5,0.04335087023973061,0.0032753642321863546,130.3333333333333,96.0 CD24,0.1115702479338843,0.00024004663763245432,0.49794238683127573,0.050279655451126,0.0033361743242544314,129.6666666666666,98.0 MAPK12,0.1115702479338843,0.005478207194540654,0.49691991786447637,0.05044008050058581,0.003970956366148458,129.4999999999999,98.0 RICTOR,0.1115702479338843,0.0025376358835430884,0.5010351966873706,0.03766874058253288,0.0035620905926654085,130.16666666666657,98.0 PRKCZ,0.10743801652892562,0.000925894173725181,0.491869918699187,0.05040745808145624,0.0036359669160281466,128.3333333333332,101.0 CLTC,0.10743801652892562,0.006138335448029903,0.49896907216494846,0.03358956831152667,0.003496130016294653,129.49999999999991,101.0 FBN1,0.10743801652892562,0.002400466376324543,0.4653846153846154,0.037694216958996184,0.004099322500666331,123.66666666666649,101.0 AGO2,0.10330578512396695,0.009018895099619355,0.4898785425101215,0.04656462904786687,0.003958777186380909,127.66666666666653,105.0 AIF1,0.10330578512396695,0.004869517506258359,0.484,0.031203961921245846,0.0031015806070529423,126.66666666666654,105.0 JUNB,0.10330578512396695,0.0003772161448509996,0.4763779527559055,0.050539673716877606,0.0038537148116926413,125.4166666666665,105.0 CD74,0.10330578512396695,0.0021089811734851345,0.4948875255623722,0.02705768443185199,0.003526536285461764,128.49999999999991,105.0 ANXA1,0.10330578512396695,0.003334933644250883,0.5,0.03998337274754523,0.0034516377033636907,129.33333333333326,105.0 TXNIP,0.09917355371900827,0.0028291210863824975,0.4959016393442623,0.03236991000871417,0.0031443080679160297,128.3333333333332,109.0 ANGPT2,0.09917355371900827,0.0009601865505298173,0.47731755424063116,0.03984988551848142,0.0034011304410958565,125.16666666666652,109.0 CLDN5,0.09917355371900827,0.001131648434552999,0.4849699398797595,0.034713246671448005,0.0032477561712043364,126.49999999999987,109.0 MCAM,0.09504132231404959,0.009327526490861082,0.4745098039215686,0.02775998873145135,0.002883189136973598,124.4166666666665,111.5 COL18A1,0.09504132231404959,0.000411508521655636,0.47731755424063116,0.03270886578555293,0.0032400992797592893,124.83333333333319,111.5 MAF,0.09090909090909091,0.0013374026953808169,0.4763779527559055,0.03938112007611906,0.0032525035691886887,124.33333333333317,114.0 KDM6B,0.09090909090909091,0.0011145022461506809,0.4820717131474104,0.041576225412953215,0.0032130455521846507,125.33333333333317,114.0 LDHA,0.09090909090909091,0.011050718425294058,0.4948875255623722,0.028407768268656694,0.0031777648565463465,127.4999999999999,114.0 SYP,0.08677685950413223,0.0040122080861424506,0.4869215291750503,0.031225631677693846,0.002761080292203958,125.83333333333321,119.0 DPP4,0.08677685950413223,0.0022290044923013617,0.4888888888888889,0.027654880651415848,0.002878907809757779,126.16666666666654,119.0 FOSB,0.08677685950413223,0.00013716950721854532,0.4745098039215686,0.041983993774049794,0.0035524735321883164,123.66666666666647,119.0 ABCA1,0.08677685950413223,0.0021604197386920886,0.4801587301587302,0.02250107013385352,0.0035896394041690805,124.74999999999986,119.0 LEPR,0.08677685950413223,0.0017832035938410893,0.4735812133072407,0.030836987682844832,0.003301905740195384,123.58333333333316,119.0 VHL,0.08677685950413223,0.002400466376324543,0.48303393213572854,0.03262104458086351,0.002917963965705618,125.16666666666653,119.0 BSG,0.08677685950413223,0.0016031686156167484,0.4879032258064516,0.03462472375835817,0.0028689167910042066,125.99999999999987,119.0 FABP4,0.08264462809917356,0.002571928260347725,0.47544204322200395,0.01790307014884373,0.003110635448005299,123.49999999999983,123.5 LPL,0.08264462809917356,0.0015774493330132711,0.48111332007952284,0.018276541438827357,0.0034552351705835664,124.49999999999987,123.5 THBD,0.07851239669421488,0.0005829704056788176,0.4689922480620155,0.02140078086618852,0.002731147940174465,122.08333333333317,128.5 PARK7,0.07851239669421488,0.009053187476423991,0.46990291262135925,0.022655490284570413,0.0037352156905705626,122.16666666666652,128.5 CPT1A,0.07851239669421488,0.0019546654778642707,0.4763779527559055,0.016420064250070025,0.003031053207194342,123.33333333333317,128.5 SOCS2,0.07851239669421488,0.000102877130413909,0.47731755424063116,0.03529034888066618,0.0030763982702739414,123.49999999999984,128.5 VCAN,0.07851239669421488,0.005040979390281541,0.4671814671814672,0.026880285039242356,0.003022117691215069,121.6666666666665,128.5 PSMA7,0.07851239669421488,0.0003772161448509996,0.484,0.028878363399166752,0.002764093767405703,124.66666666666654,128.5 MECP2,0.07851239669421488,0.002571928260347725,0.4745098039215686,0.031678485149897934,0.0025172147410223913,122.99999999999986,128.5 PINK1,0.07851239669421488,0.0012945372243750215,0.4801587301587302,0.0225321757910938,0.003255160662776136,123.99999999999986,128.5 PDPN,0.0743801652892562,0.0013716950721854532,0.4801587301587302,0.025361723428987716,0.002338705329715821,123.66666666666653,134.0 PRDX1,0.0743801652892562,0.00027433901443709065,0.4782608695652174,0.025763948033671488,0.0031126463718466127,123.3333333333332,134.0 VEGFB,0.0743801652892562,0.00030863139124172697,0.46990291262135925,0.031707989686524586,0.002418002705605796,121.9166666666665,134.0 CST3,0.07024793388429752,0.0016117417098179074,0.46990291262135925,0.01702417827553955,0.002720894227995859,121.49999999999983,137.0 LY96,0.07024793388429752,0.0008573094201159083,0.4763779527559055,0.02843024547911723,0.002558233472667395,122.66666666666653,137.0 CTSL,0.07024793388429752,0.0010802098693460443,0.46990291262135925,0.01880501697006501,0.002670573630127659,121.49999999999982,137.0 MSH2,0.06611570247933884,0.0005829704056788176,0.4671814671814672,0.03028602878705305,0.0023335047395835005,120.6666666666665,142.0 PRKAA1,0.06611570247933884,0.0013716950721854532,0.4523364485981308,0.01711905302874518,0.0023558469100908525,117.91666666666647,142.0 GAS6,0.06611570247933884,0.0005486780288741813,0.47173489278752434,0.02361383850751127,0.0025431295068830753,121.49999999999984,142.0 ADIPOR2,0.06611570247933884,0.0026748053907616337,0.4653846153846154,0.016020060540303842,0.0023826602204545205,120.41666666666649,142.0 RPS6KA3,0.06611570247933884,0.0008573094201159083,0.47544204322200395,0.03049779947929632,0.002171492348171357,122.16666666666652,142.0 CFH,0.06611570247933884,0.0023318816227152705,0.4745098039215686,0.01537905883807374,0.0024718766438779115,121.99999999999986,142.0 GHR,0.06611570247933884,0.00024004663763245432,0.4653846153846154,0.03021908832302916,0.0024872727235300896,120.41666666666647,142.0 GNB4,0.06198347107438017,0.00024004663763245432,0.4408014571948998,0.017233670607806735,0.0027899661366738576,115.33333333333309,147.0 CALM1,0.06198347107438017,0.00017146188402318165,0.46808510638297873,0.022139556868409658,0.002463766391070323,120.49999999999983,147.0 PDK4,0.06198347107438017,0.0027433901443709064,0.4275618374558304,0.008882165278039741,0.0024368701448149446,112.49999999999974,147.0 LOXL2,0.05785123966942149,0.0007801515723054765,0.44731977818853974,0.02153351060820335,0.002077459658544724,116.24999999999979,152.0 MDK,0.05785123966942149,6.858475360927266e-05,0.47265625,0.024984231567776703,0.00199346570766132,120.99999999999983,152.0 KL,0.05785123966942149,0.0021261273618874525,0.4735812133072407,0.0197368541361332,0.002100959989176033,121.1666666666665,152.0 TFEB,0.05785123966942149,0.0025376358835430884,0.44981412639405205,0.013616100980475405,0.0019504845628409465,116.74999999999977,152.0 HDAC9,0.05785123966942149,0.0010973560577483626,0.4506517690875233,0.021858340571332187,0.0019495908119551725,116.91666666666647,152.0 SCD,0.05785123966942149,0.002571928260347725,0.44814814814814813,0.008977527858982808,0.002540978304707656,116.41666666666642,152.0 NR3C2,0.05785123966942149,0.005692534549569631,0.47265625,0.018272629505795498,0.0020113344627999616,120.99999999999987,152.0 PTGER4,0.05371900826446281,0.009053187476423991,0.47173489278752434,0.020301028037700994,0.002029848024664235,120.49999999999983,158.0 PODXL,0.05371900826446281,0.004080792839751724,0.4368231046931408,0.011993242131117132,0.001984247841506069,113.83333333333312,158.0 PSMB8,0.05371900826446281,0.0003429237680463633,0.4689922480620155,0.019644962728027217,0.0022244986997209063,119.99999999999984,158.0 SMAD1,0.05371900826446281,0.0,0.45660377358490567,0.03083769037153956,0.002235976466728383,117.66666666666646,158.0 GCLC,0.05371900826446281,0.007167106752168993,0.47265625,0.020144917783058207,0.0023392620097081873,120.66666666666652,158.0 CP,0.049586776859504134,0.0004886663694660677,0.4540337711069418,0.0077668776105496605,0.0025205195672453017,116.91666666666652,161.5 UMOD,0.049586776859504134,0.0006515551592880903,0.44814814814814813,0.008397549519600834,0.002118998666817811,115.7499999999998,161.5 ATR,0.045454545454545456,0.00027433901443709065,0.455743879472693,0.01752149702124038,0.0017956753628847926,116.83333333333317,166.5 MGP,0.045454545454545456,0.0003772161448509996,0.4143835616438356,0.008916579969332697,0.0020286840929246044,108.33333333333309,166.5 CCL21,0.045454545454545456,0.0018860807242549983,0.45660377358490567,0.015845893261673332,0.0016954778154943376,116.99999999999982,166.5 MAP1LC3A,0.045454545454545456,0.000514385652069545,0.44731977818853974,0.011916701691402843,0.00187820085878421,115.24999999999982,166.5 SESN2,0.045454545454545456,0.000102877130413909,0.43447037701974867,0.01379821061282486,0.0019307992334285295,112.58333333333312,166.5 MTDH,0.045454545454545456,0.00013716950721854532,0.4506517690875233,0.016963631403728387,0.001580945004375247,115.83333333333313,166.5 ZFP36,0.045454545454545456,0.0,0.44649446494464945,0.01953192393326818,0.0020342431355900624,115.08333333333313,166.5 LDLR,0.045454545454545456,0.00027433901443709065,0.44731977818853974,0.010810373349925196,0.002085131405568608,115.24999999999977,166.5 GSDMD,0.04132231404958678,3.429237680463633e-05,0.45660377358490567,0.013622817612283438,0.0018312014651880053,116.66666666666649,175.0 PTPRJ,0.04132231404958678,6.858475360927266e-05,0.44649446494464945,0.02014614857148214,0.001640449389308564,114.66666666666646,175.0 IL17RA,0.04132231404958678,0.0,0.45318352059925093,0.020828860937250507,0.0016996381034632992,116.08333333333313,175.0 SETD7,0.04132231404958678,0.0,0.44403669724770645,0.018413010708143166,0.0017944337884190503,114.2499999999998,175.0 TYRO3,0.04132231404958678,0.000205754260827818,0.45318352059925093,0.014917626795211709,0.0018660233251997877,115.9999999999998,175.0 HMGN1,0.04132231404958678,0.0010802098693460443,0.44814814814814813,0.012202053916059368,0.0016653039116292813,114.9999999999998,175.0 SYVN1,0.04132231404958678,0.004320839477384177,0.44567219152854515,0.010726871100333482,0.001927722235750091,114.58333333333313,175.0 APLNR,0.04132231404958678,0.0006515551592880903,0.4336917562724014,0.00806949878237504,0.001774125095587355,112.08333333333312,175.0 SLC9A3,0.04132231404958678,0.0007544322897019992,0.4275618374558304,0.0056804438647005745,0.002154153217796899,110.74999999999977,175.0 ASH2L,0.0371900826446281,3.429237680463633e-05,0.4489795918367347,0.018569859313306618,0.0017725307405125335,114.9166666666665,183.5 OGA,0.0371900826446281,0.00013716950721854532,0.46095238095238095,0.014039722746069737,0.001731215952268871,117.1666666666665,183.5 FABP3,0.0371900826446281,0.000102877130413909,0.40266222961730447,0.005559761610018783,0.00166187188683182,104.99999999999973,183.5 CGAS,0.0371900826446281,0.00017146188402318165,0.4506517690875233,0.013332360872664815,0.0016064455177288723,115.16666666666649,183.5 COL15A1,0.0371900826446281,0.00030863139124172697,0.4040066777963272,0.008509642799352497,0.001561858039954696,105.41666666666639,183.5 RRAS,0.0371900826446281,0.0009601865505298173,0.45318352059925093,0.015925120339216208,0.0018755825313942522,115.66666666666647,183.5 HLA-B,0.0371900826446281,0.0004458008984602723,0.45660377358490567,0.012976556715501386,0.0017932099799716774,116.33333333333316,183.5 RORA,0.0371900826446281,0.0,0.45318352059925093,0.01706988260056725,0.0017355140869120384,115.74999999999982,183.5 DEPTOR,0.03305785123966942,0.00024004663763245432,0.40947546531302875,0.007133467546211839,0.0014682833099726074,106.1666666666664,189.5 AVPR2,0.03305785123966942,0.0003429237680463633,0.40809443507588533,0.0045667267997052665,0.0016506376155747743,105.83333333333309,189.5 SLC12A1,0.03305785123966942,0.0005486780288741813,0.3960720130932897,0.003120539157144307,0.002031379308888835,102.91666666666639,189.5 PROS1,0.03305785123966942,3.429237680463633e-05,0.40266222961730447,0.006627841488927689,0.0017290992344610816,104.66666666666639,189.5 CLCN5,0.028925619834710745,0.00024004663763245432,0.3723076923076923,0.002188855168749754,0.0018590611676349384,96.4166666666665,194.5 CUBN,0.028925619834710745,0.000925894173725181,0.3829113924050633,0.0020992756002170855,0.0017494912443682996,99.33333333333316,194.5 TRAF4,0.028925619834710745,0.0,0.4306049822064057,0.009912695735997073,0.0013514947075117505,110.49999999999974,194.5 TNC,0.028925619834710745,6.858475360927266e-05,0.4186851211072664,0.010552838735981802,0.0013263140171435191,107.83333333333306,194.5 PTPRB,0.028925619834710745,0.0,0.4245614035087719,0.01349209476498461,0.0014929785235153576,109.24999999999976,194.5 HES1,0.028925619834710745,0.0,0.44731977818853974,0.014621689102229234,0.0012523212578356376,113.83333333333313,194.5 GLO1,0.024793388429752067,0.000102877130413909,0.37003058103975534,0.0023557651281100383,0.0013315955448620722,95.41666666666653,199.5 PANX1,0.024793388429752067,0.00017146188402318165,0.42984014209591476,0.006564799359302812,0.0012163623101377912,109.99999999999977,199.5 NRF1,0.024793388429752067,0.0006858475360927266,0.39672131147540984,0.004551401109055284,0.0012968073919889835,102.24999999999976,199.5 RNF7,0.024793388429752067,0.0,0.39158576051779936,0.007054635225040657,0.0013971067099231855,101.16666666666644,199.5 MYLIP,0.02066115702479339,0.0,0.3986820428336079,0.003934133458218601,0.0013693800013898838,102.49999999999979,207.0 RARRES2,0.02066115702479339,0.0,0.4253075571177504,0.004355849934761536,0.001194334538037465,108.66666666666643,207.0 PKN1,0.02066115702479339,0.000102877130413909,0.38596491228070173,0.005651022704241278,0.0011747845143372112,99.4166666666664,207.0 ELMO1,0.02066115702479339,0.0,0.41724137931034483,0.008042123794508853,0.0012401422294947698,106.83333333333307,207.0 GSTA1,0.02066115702479339,0.0,0.3934959349593496,0.005108209745673932,0.0016242834392416303,101.33333333333313,207.0 SOX6,0.02066115702479339,0.0,0.41580756013745707,0.009504749042267566,0.0011189852654544703,106.41666666666642,207.0 GLA,0.02066115702479339,0.0004458008984602723,0.40604026845637586,0.0034112281546574623,0.0011843414402916961,104.33333333333312,207.0 CD53,0.02066115702479339,0.0,0.42160278745644597,0.005508604114803586,0.0010738781775390242,107.74999999999977,207.0 ANGPTL3,0.02066115702479339,0.00013716950721854532,0.39095315024232635,0.0029663980656800247,0.0014236780536718363,100.4999999999997,207.0 OPA1,0.02066115702479339,0.00048009327526490864,0.40266222961730447,0.0041153114268035074,0.001256760701964651,103.41666666666643,207.0 C7,0.02066115702479339,3.429237680463633e-05,0.41156462585034015,0.006070522788882912,0.0012784734548289757,105.4166666666664,207.0 PLK2,0.01652892561983471,6.858475360927266e-05,0.4230769230769231,0.007574988086299001,0.000980841230242394,107.66666666666644,214.5 MBTPS2,0.01652892561983471,0.000205754260827818,0.41724137931034483,0.004404256824307527,0.00116044809218654,106.41666666666639,214.5 KLF9,0.01652892561983471,0.0,0.4230769230769231,0.007238330506051014,0.0009579209768432726,107.83333333333312,214.5 DOCK7,0.01652892561983471,0.00017146188402318165,0.40604026845637586,0.0037528864024082807,0.0012021915771580761,103.74999999999973,214.5 SOAT1,0.012396694214876033,0.000102877130413909,0.35431918008784774,0.0011562125945562415,0.0009772526530562558,89.91666666666654,222.0 USP25,0.012396694214876033,0.0,0.4013266998341625,0.004783452670712615,0.0009534971479380448,102.58333333333312,222.0 PLA1A,0.012396694214876033,6.858475360927266e-05,0.36555891238670696,0.0023718048464980534,0.0017878731858197042,93.33333333333312,222.0 GSTT2B,0.012396694214876033,0.0,0.34522111269614836,0.0012541873972513556,0.001204697600129026,87.33333333333324,222.0 TNFRSF11B,0.012396694214876033,0.0,0.4238178633975482,0.004798259327940596,0.0008931294219763678,107.66666666666643,222.0 EDEM3,0.012396694214876033,0.0,0.35745937961595275,0.001379013732177975,0.0010610834771131498,90.83333333333313,222.0 LRG1,0.012396694214876033,0.0,0.36890243902439024,0.0016157574519457061,0.0009996406215258616,94.08333333333307,222.0 ADD3,0.012396694214876033,0.0,0.37871674491392804,0.0024611315478878792,0.0009009490809230051,96.91666666666639,222.0 ENPP2,0.012396694214876033,0.0038750385789239053,0.42160278745644597,0.002099957667547593,0.0017457280668837112,107.16666666666643,222.0 LPAR6,0.012396694214876033,0.00013716950721854532,0.32309746328437916,0.00032863313743937704,0.0020142110819934855,81.33333333333336,222.0 SRGAP2,0.012396694214876033,0.00013716950721854532,0.37116564417177916,0.0023636605825173742,0.0009489551605551558,94.74999999999974,222.0 CHST15,0.008264462809917356,0.0,0.330150068212824,0.0009817228658376064,0.0008357966846875058,83.74999999999994,232.0 MYOF,0.008264462809917356,0.0,0.34971098265895956,0.0010657506142155975,0.0008404482686500385,88.16666666666654,232.0 TRIM23,0.008264462809917356,0.0,0.3903225806451613,0.0041895972577147556,0.0009037986637232104,99.4166666666665,232.0 UNC5B,0.008264462809917356,0.0,0.42907801418439717,0.0051180388421472435,0.0007994323654887211,108.3333333333331,232.0 DDAH1,0.008264462809917356,0.0,0.36890243902439024,0.0026647263666216853,0.0008543985906416338,93.83333333333313,232.0 PEPD,0.008264462809917356,0.0,0.3522561863173217,0.0007900418076763346,0.0008088194771895081,88.7499999999999,232.0 CPOX,0.008264462809917356,0.0,0.35640648011782033,0.0012904629219977837,0.0007998521499778027,90.41666666666657,232.0 NUCB2,0.008264462809917356,0.0,0.382306477093207,0.0024837521069124625,0.0008370938962681202,97.41666666666644,232.0 NFKBID,0.008264462809917356,0.0,0.36555891238670696,0.003565488503834123,0.0008332348575234569,92.99999999999979,232.0 LRP4,0.004132231404958678,0.0,0.33657858136300417,0.0007760210678904412,0.0007120911834661626,84.66666666666657,240.0 PLEKHO1,0.004132231404958678,0.0,0.3890675241157556,0.003053647955907742,0.0007233764351921576,98.83333333333309,240.0 RGN,0.004132231404958678,0.0,0.3201058201058201,0.0005093408025940649,0.0008274472675512264,80.1666666666667,240.0 NLRC3,0.004132231404958678,0.0,0.34820143884892085,0.0012010158111443563,0.0007124668571271549,87.74999999999986,240.0 RCAN1,0.004132231404958678,0.0,0.3389355742296919,0.0009913454596717577,0.0007116750293796588,85.24999999999994,240.0 ARL4C,0.004132231404958678,0.0,0.3292517006802721,0.0006476990112630613,0.0007268925645415034,82.41666666666666,240.0 SEC22B,0.004132231404958678,0.0,0.3333333333333333,0.0004058769574320512,0.0007471215705119177,83.66666666666663,240.0
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Views: 150 Downloads: 14
Created: 31st May 2026 at 08:17
Last updated: 1st Jun 2026 at 18:34
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Version 1 (earliest) Created 31st May 2026 at 08:17 by Farnoush Kiyanpour
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