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 EGFR,0.47346938775510206,0.0358564737370358,0.6376093294460642,0.19457650967219584,0.017280056617962083,178.1666666666667,1.0 CTNNB1,0.45306122448979597,0.03287052525928404,0.622781205505458,0.18961882043664083,0.016105823735220917,175.00000000000009,2.0 ALB,0.44897959183673475,0.08913516226162596,0.6276466836734694,0.13554599245048513,0.015208852776200736,175.1666666666667,3.0 STAT3,0.44489795918367353,0.026262964202074274,0.61957924557998,0.20150425916182363,0.01671500085419331,174.0000000000001,4.0 HIF1A,0.4408163265306123,0.028462696554031452,0.6148375676801333,0.1770854934226446,0.014775385151798891,173.1666666666668,5.0 JUN,0.41632653061224495,0.02806122448979592,0.6101679152673727,0.18938989173490603,0.016002810243297805,170.66666666666677,6.0 BCL2,0.41224489795918373,0.02778521244563399,0.6055686596246539,0.17405829685302246,0.014354090910263665,169.83333333333346,7.0 PTEN,0.3959183673469388,0.03751254600200736,0.5995431008224185,0.1603409255243092,0.013174079770211766,167.83333333333343,8.5 NFKB1,0.3959183673469388,0.04020575443292071,0.5995431008224185,0.1681971993777751,0.013255450568113536,167.83333333333346,8.5 PPARG,0.34693877551020413,0.04518233522917364,0.5765940826091202,0.1369595845645004,0.011760030185833516,161.1666666666668,10.0 FN1,0.34285714285714286,0.021077283372365342,0.5864144197825116,0.140457570151341,0.012574617140024221,162.00000000000006,11.0 CD4,0.3346938775510204,0.0327367012378722,0.5738483965014578,0.12850841432191826,0.010920196650210602,159.83333333333346,12.0 CCND1,0.3306122448979592,0.011408497825359652,0.5724853361772263,0.15766599497198894,0.01095704430708451,159.33333333333346,13.0 FOS,0.326530612244898,0.017723318835731014,0.5752179630802202,0.15761403497696316,0.012070948577313115,159.33333333333343,14.0 EP300,0.31428571428571433,0.013926062228169958,0.5605030849549122,0.15027973728620042,0.012586072791351441,156.50000000000017,15.0 HSPA4,0.2979591836734694,0.022348611575777853,0.5618096189524762,0.11858731591826864,0.010497617373435388,155.33333333333346,16.0 STAT1,0.2938775510204082,0.009501505520240884,0.5527897397491107,0.1450927203798172,0.010400226866219681,153.8333333333335,17.0 SMAD4,0.28979591836734697,0.01866845098695216,0.5553371579046364,0.12972926296901083,0.009695150940315863,153.83333333333348,18.0 SMAD2,0.28571428571428575,0.0140598862495818,0.5566196917566102,0.12887366104888281,0.009700994646031434,153.6666666666668,19.0 FGF2,0.28163265306122454,0.015774506523921046,0.5502655856863293,0.11628336052156846,0.009382839486581827,152.50000000000014,20.5 MAPK1,0.28163265306122454,0.010287721646035464,0.5527897397491107,0.14422245069971826,0.010373169317151747,152.83333333333346,20.5 RHOA,0.27346938775510204,0.023912679826028772,0.5477643784786642,0.10927834860466504,0.009955692464319191,151.50000000000014,22.0 PECAM1,0.2653061224489796,0.018492806958849115,0.5416097225407017,0.09739452740507899,0.009009769556682987,150.0000000000001,23.0 PARP1,0.2612244897959184,0.01328203412512546,0.5416097225407017,0.11186196951190705,0.00856227767359674,149.66666666666686,24.0 PIK3R1,0.2571428571428572,0.013164938106390097,0.5355918367346939,0.11861525856785085,0.008962317674861995,148.58333333333343,26.0 CREB1,0.2571428571428572,0.009049849447975912,0.5416097225407017,0.13213080686251785,0.008822116927045275,149.33333333333348,26.0 CDKN1A,0.2571428571428572,0.01048845767815323,0.5428295642581357,0.12433206251366175,0.008302116604528863,149.5000000000001,26.0 PIK3CA,0.2489795918367347,0.0027099364335898294,0.5355918367346939,0.12378327471870758,0.00898260376909587,147.83333333333348,28.5 MDM2,0.2489795918367347,0.004918032786885246,0.5391864128201617,0.12367142132215488,0.008655578549836018,148.33333333333346,28.5 VCAM1,0.22448979591836737,0.012646370023419205,0.533221961350912,0.08452135616495063,0.007454284088581991,145.5000000000001,30.5 NFE2L2,0.22448979591836737,0.014511542321846772,0.5320448709285038,0.09507299121428342,0.007816552410673751,145.33333333333346,30.5 MAPK8,0.2163265306122449,0.0013047842087654735,0.5285445757250269,0.12042092840285101,0.007885703172340866,144.1666666666668,32.0 UBC,0.2122448979591837,0.014302442288390766,0.526236520809197,0.07923609000252284,0.007879506295225002,143.5000000000001,34.0 KDR,0.2122448979591837,0.005888256942121111,0.526236520809197,0.1003118610856739,0.007871507787155386,143.50000000000006,34.0 TIMP1,0.2122448979591837,0.011533957845433256,0.533221961350912,0.08045063231929417,0.006935333041633287,144.50000000000003,34.0 MYD88,0.2,0.008146537303445969,0.5205536210164411,0.08773665793921018,0.0064442542133244605,141.66666666666677,36.5 KIT,0.2,0.0036968885915021747,0.5172024174476657,0.09680427802776642,0.006731410126859341,141.16666666666677,36.5 STAT6,0.1959183673469388,0.00428236868517899,0.5172024174476657,0.09568095140957213,0.006575256988420432,140.83333333333346,38.0 SOCS3,0.19183673469387758,0.007351957176313148,0.5172024174476657,0.08894175372955446,0.0066877535406086736,140.5000000000001,39.0 AR,0.18775510204081636,0.0027099364335898294,0.5205536210164411,0.10031920397224868,0.006713274568200922,140.66666666666677,40.5 CASP9,0.18775510204081636,0.003847440615590499,0.5183146807109941,0.09111794307627387,0.006135203398098985,140.33333333333346,40.5 COL1A1,0.1836734693877551,0.007644697223151556,0.5172024174476657,0.07020148679347729,0.006744981705474891,139.83333333333337,42.5 B2M,0.1836734693877551,0.007845433255269322,0.5160949176244374,0.06526125150803132,0.006354306821163249,139.66666666666674,42.5 HDAC2,0.1795918367346939,0.007945801271328204,0.5160949176244374,0.09016389727464989,0.006342278163306667,139.33333333333343,44.5 EGR1,0.1795918367346939,0.003613248578119773,0.5149921507064364,0.10321986996393066,0.006583932530968157,139.16666666666677,44.5 TRAF6,0.17551020408163268,0.0039561726329876215,0.5106278104462123,0.09276397363501089,0.006399827055843119,138.16666666666674,47.5 SOD2,0.17551020408163268,0.009810973569755771,0.5172024174476657,0.056426052666479036,0.006604957868085877,139.1666666666667,47.5 HGF,0.17551020408163268,0.012412177985948479,0.5128006947459836,0.0817375214053358,0.006308116497833466,138.50000000000003,47.5 LYN,0.17551020408163268,0.00973569755771161,0.5106278104462123,0.0867039398647068,0.0060403363995038765,138.1666666666667,47.5 SREBF1,0.1673469387755102,0.008481097356975578,0.5106278104462123,0.05720500402848581,0.00663566888374219,137.50000000000009,51.0 PTPN11,0.1673469387755102,0.00117096018735363,0.5084732627228106,0.09615672032288008,0.006394787376652,137.1666666666667,51.0 JAK1,0.1673469387755102,6.691201070592172e-05,0.5106278104462123,0.0966443341884159,0.006128997547328178,137.50000000000006,51.0 TJP1,0.163265306122449,0.021194379391100703,0.5084732627228106,0.06867318165345326,0.006109366880224339,136.91666666666669,53.5 DNMT1,0.163265306122449,0.00545332887253262,0.5095482590499202,0.0756072483229859,0.005610958890325042,137.00000000000003,53.5 ETS1,0.15510204081632656,0.011609233857477417,0.5000338724701499,0.0794309288885993,0.005361804238722911,134.91666666666669,55.0 SP1,0.1510204081632653,0.005085312813650051,0.49899860565344145,0.09450995482061443,0.0060158973782475835,134.33333333333337,56.5 TGFB2,0.1510204081632653,0.00896620943459351,0.5031656086234076,0.060938253260673036,0.005082880367295931,135.0833333333333,56.5 NR3C1,0.1469387755102041,0.0010705921712947475,0.5052753176742395,0.09273852546646974,0.005373984218726641,135.00000000000006,58.5 CDKN1B,0.1469387755102041,0.006657745065239211,0.49490005447764324,0.07783872727051537,0.004876445042694449,133.33333333333334,58.5 PROM1,0.14285714285714288,0.002893944463031114,0.4928759233754852,0.06450141999846479,0.004771262531264326,132.75000000000003,61.0 HMGB1,0.14285714285714288,0.007326865172298428,0.5031656086234076,0.06231349310452561,0.004736779095020259,134.33333333333331,61.0 PKM,0.14285714285714288,0.021637671462027434,0.5063368204424626,0.05721624221893235,0.005679148348750048,134.83333333333334,61.0 ENG,0.13877551020408163,0.0037554366008698565,0.49086828213973976,0.048493210905344857,0.0048780450666064176,131.99999999999994,64.5 SOCS1,0.13877551020408163,0.0023251923720307797,0.4928759233754852,0.07594273688962547,0.005190547877393727,132.3333333333333,64.5 ATF3,0.13877551020408163,0.002643024422883908,0.49086828213973976,0.07556037593863316,0.004927451249525523,131.99999999999997,64.5 CLU,0.13877551020408163,0.005578788892606223,0.5000338724701499,0.042084510223943335,0.00536189986983791,133.49999999999991,64.5 TFRC,0.1346938775510204,0.005311140849782537,0.4928759233754852,0.048234633450830296,0.0051534340850463,132.08333333333334,67.5 CTSB,0.1346938775510204,0.01440281030444965,0.49694087944456133,0.0440163085007503,0.004751091015008363,132.66666666666666,67.5 TSC2,0.1306122448979592,0.0066744730679156915,0.48887693008237776,0.054602593522662696,0.004597894157133941,131.0833333333333,69.0 AGTR1,0.12653061224489798,0.016761458681833392,0.4928759233754852,0.03885379856888332,0.004933647154753491,131.33333333333323,71.0 DUSP1,0.12653061224489798,0.0029775844764135164,0.48494230690264034,0.06546540639603443,0.004513599396103631,130.0833333333332,71.0 ELN,0.12653061224489798,0.002860488457678153,0.48494230690264034,0.0416720478861041,0.0049595526987949185,130.0833333333332,71.0 MAPK9,0.12244897959183675,0.0007360321177651389,0.48396852716990413,0.07060258177751054,0.004903701078107739,129.5833333333332,74.0 COL1A2,0.12244897959183675,0.0024757443961191034,0.4810705120371502,0.0429191533895682,0.004893338326219663,129.08333333333314,74.0 XBP1,0.12244897959183675,0.011542321846771496,0.4918700541441066,0.053032445308093076,0.004450661976595287,130.83333333333326,74.0 IRS2,0.11836734693877551,0.0017062562730010037,0.48788730066925556,0.05706281991543534,0.004497269873645215,129.8333333333332,77.0 NR4A1,0.11836734693877551,0.0013047842087654735,0.48788730066925556,0.06656379135739494,0.004441863651181509,129.83333333333323,77.0 NOTCH2,0.11836734693877551,0.0011375041820006692,0.4820326530612245,0.05053043542196715,0.004085869709710215,128.9999999999999,77.0 SIRT3,0.1142857142857143,0.005888256942121111,0.4898705823792932,0.041245495967555994,0.004035511946692586,129.83333333333323,80.0 MMP7,0.1142857142857143,0.002375376380060221,0.4918700541441066,0.051028043924664174,0.0038757735668141255,130.24999999999994,80.0 CD24,0.1142857142857143,0.000936768149882904,0.4820326530612245,0.04953827319262835,0.003967780150701138,128.58333333333317,80.0 KRT19,0.11020408163265308,0.00426564068250251,0.4810705120371502,0.04173070413225647,0.003582162757936912,128.08333333333317,83.0 TEK,0.11020408163265308,0.0013549682167949147,0.4791577068203027,0.0465702055740699,0.004004379473210092,127.74999999999982,83.0 COL3A1,0.11020408163265308,0.0032117765138842424,0.4670859041290935,0.03464146556093788,0.004510251011261963,125.49999999999977,83.0 SERPINA1,0.10612244897959185,0.009066577450652393,0.46438598560811606,0.023609712566641468,0.005167112954407303,124.74999999999976,85.0 MAF,0.10204081632653061,0.002835396453663433,0.4652824836498306,0.04864059133263611,0.0038270972803282387,124.66666666666643,91.0 FAS,0.10204081632653061,0.003044496487119438,0.4782069970845481,0.045269558168542647,0.003391732777035243,126.91666666666649,91.0 AGO2,0.10204081632653061,0.004717296754767481,0.485920013166557,0.049566877566535036,0.0036463930471594785,128.24999999999986,91.0 JUNB,0.10204081632653061,0.0007360321177651389,0.458205943974548,0.05862253723877749,0.004071310984937277,123.41666666666646,91.0 ELAVL1,0.10204081632653061,0.00036801605888256943,0.4698174006444683,0.05634848946177303,0.0038671503915326307,125.41666666666646,91.0 YAP1,0.10204081632653061,0.0004014720642355303,0.48887693008237776,0.06628590322544539,0.003872754816974103,128.7499999999999,91.0 PIK3C3,0.10204081632653061,0.0020073603211776514,0.458205943974548,0.03839564986384798,0.0037956345985898374,123.49999999999977,91.0 ANGPT1,0.10204081632653061,0.000819672131147541,0.471656216302568,0.04447124172480469,0.00394262278503698,125.66666666666646,91.0 BAX,0.10204081632653061,0.00431582469053195,0.4869016697588126,0.04217508473733395,0.0036668761690501904,128.41666666666652,91.0 TAGLN,0.10204081632653061,0.004859484777517565,0.4626033138783345,0.02490283585091127,0.003387325546707871,124.0833333333331,91.0 SPARC,0.10204081632653061,0.002927400468384075,0.47073501275510204,0.03501594938560229,0.004197405638595062,125.49999999999979,91.0 CUL3,0.0979591836734694,0.00894111743057879,0.4810705120371502,0.036730014439423815,0.003841173189766014,126.99999999999984,97.5 COL18A1,0.0979591836734694,0.0006356641017062563,0.4652824836498306,0.0312726446519205,0.0036800486071337343,124.33333333333312,97.5 S100A4,0.09387755102040818,0.000234192037470726,0.47350948237841306,0.041500686854236184,0.0032689403164465657,125.41666666666647,101.0 CD74,0.09387755102040818,0.0007862161257945802,0.4652824836498306,0.027999574517184444,0.0034536103492776647,123.99999999999977,101.0 ANXA1,0.09387755102040818,0.010965205754432921,0.4791577068203027,0.03469348056150598,0.003728237024354177,126.33333333333316,101.0 BGN,0.09387755102040818,0.01943793911007026,0.458205943974548,0.026423311476680443,0.004779517688929006,122.66666666666644,101.0 MME,0.09387755102040818,0.002107728337236534,0.4744415876586855,0.033949783821594665,0.0035815205989001447,125.58333333333316,101.0 RICTOR,0.08979591836734695,0.0022415523586483774,0.4829986503619484,0.045699373527257045,0.0032860421296007024,126.74999999999986,105.0 MCAM,0.08979591836734695,0.005804616928738709,0.4538913870632999,0.027284772013412673,0.0032786599978028618,121.4166666666664,105.0 CTSK,0.08979591836734695,0.0022750083640013384,0.4725810324129652,0.030706784241179983,0.0033796509299537617,124.91666666666646,105.0 KDM6A,0.08571428571428572,0.001906992305118769,0.47073501275510204,0.03541880744624471,0.0031941371851454286,124.16666666666649,108.0 NOTCH4,0.08571428571428572,0.0009200401472064236,0.4652824836498306,0.03239721600317226,0.003085555692872377,123.16666666666646,108.0 CLTC,0.08571428571428572,0.006431917029106725,0.4725810324129652,0.030990277707588644,0.003251006659126492,124.49999999999982,108.0 PARK7,0.0816326530612245,0.00625627300100368,0.4573364829802889,0.026302111288469078,0.0037845996377543194,121.49999999999979,113.0 PRDX1,0.0816326530612245,0.004039812646370024,0.47350948237841306,0.027588448544891057,0.003547549950782377,124.33333333333314,113.0 FOSB,0.0816326530612245,6.691201070592172e-05,0.4358342251909806,0.0472625461158205,0.0036439922980206897,117.4166666666664,113.0 HDAC9,0.0816326530612245,0.0009116761458681834,0.4547477859068156,0.03145230338523735,0.003089386220964701,120.99999999999974,113.0 SIRT2,0.0816326530612245,0.0005938440950150552,0.4661824497690759,0.03264569067446866,0.0033099404006807064,123.16666666666646,113.0 DNM1L,0.0816326530612245,0.0013382402141184344,0.471656216302568,0.024892806402336314,0.0032942173083822237,124.16666666666649,113.0 KDM6B,0.0816326530612245,0.0003345600535296086,0.46438598560811606,0.04007409970571685,0.0031202552455561654,122.83333333333313,113.0 SOCS2,0.07755102040816328,0.00030946804951488793,0.45134143545058475,0.038025319995011485,0.0031039618198318206,119.99999999999976,118.0 ABCA1,0.07755102040816328,0.0034626965540314487,0.4652824836498306,0.023787555947611113,0.0035066010847695788,122.74999999999979,118.0 PSMB8,0.07755102040816328,0.0010371361659417867,0.4479857370457477,0.027516234596624875,0.00292773452404169,119.49999999999976,118.0 FBN1,0.07346938775510205,0.0025426564068250254,0.44223179179928856,0.023604759305356215,0.0034088218618165585,117.91666666666643,120.5 PPIA,0.07346938775510205,0.0022080963532954165,0.4634929356357928,0.017485851205066804,0.002754630387626102,121.99999999999982,120.5 USF1,0.06938775510204082,0.000234192037470726,0.45560742255314224,0.03685847942307979,0.0025810309753290374,120.2499999999998,123.0 TFEB,0.06938775510204082,0.003613248578119773,0.4463265306122449,0.01846731336009863,0.0024869453338777843,118.58333333333309,123.0 MSH2,0.06938775510204082,0.000351288056206089,0.45560742255314224,0.03531345038240982,0.0025839067069653066,120.08333333333313,123.0 CD59,0.0653061224489796,0.010170625627300102,0.44223179179928856,0.013711202440337142,0.003151811933959781,117.1666666666664,126.0 MAP1LC3A,0.0653061224489796,0.0005018400802944129,0.45647031539888683,0.020041840609828398,0.00248661224517351,120.08333333333312,126.0 LEPR,0.0653061224489796,0.00047674807627969224,0.45995482162330587,0.030426339552247713,0.002563882014072022,120.49999999999976,126.0 NAMPT,0.06122448979591837,0.0003345600535296086,0.44881997491734127,0.022162584787414664,0.002590974843358948,118.24999999999976,130.0 IGFBP7,0.06122448979591837,0.017096018735362997,0.42809294232790807,0.016725044377042673,0.003394182043126219,113.83333333333303,130.0 NUMB,0.06122448979591837,0.0014553362328537974,0.44223179179928856,0.02537385905719806,0.0024530924260166356,116.8333333333331,130.0 PRKAA1,0.06122448979591837,0.001438608230177317,0.43821150278293136,0.01813166034997971,0.002433643850102151,116.41666666666643,130.0 CST3,0.06122448979591837,0.0027935764469722317,0.44223179179928856,0.016464257877597324,0.0029602978155934766,116.9166666666664,130.0 CPT1A,0.05714285714285715,0.000936768149882904,0.444679569244672,0.01574655141848371,0.002591774562858973,117.16666666666643,135.5 ZFP36,0.05714285714285715,6.691201070592172e-05,0.4311562191960863,0.02645257928594596,0.002526470491403007,114.24999999999973,135.5 THBD,0.05714285714285715,0.00013382402141184343,0.4303862973760933,0.01521772996981661,0.0025925059698114245,114.08333333333303,135.5 PTPN2,0.05714285714285715,0.008297089327534294,0.4455015277830171,0.03137750113805153,0.0027885874203291633,117.08333333333306,135.5 SETD7,0.05714285714285715,0.00010036801605888258,0.42809294232790807,0.01904135734316721,0.002391076175020581,113.99999999999972,135.5 GCLC,0.05714285714285715,0.0022415523586483774,0.4479857370457477,0.01819330827733475,0.0029117143853001,117.58333333333312,135.5 ROCK2,0.05306122448979592,0.0007945801271328204,0.45995482162330587,0.035288923916778805,0.002475412133872766,119.58333333333313,142.5 AKR1B1,0.05306122448979592,0.00896620943459351,0.45560742255314224,0.018469016868865873,0.0026258008034504457,118.91666666666646,142.5 PSMD9,0.05306122448979592,0.002116092338574774,0.43192890059249506,0.016114944869076747,0.0018561705831404958,114.33333333333307,142.5 NR3C2,0.05306122448979592,0.006490465038474407,0.45134143545058475,0.01491880852928514,0.002615231464312417,117.8333333333331,142.5 ATR,0.05306122448979592,0.0007694881231180997,0.433482601673763,0.016682438693313387,0.002043264069722223,114.49999999999977,142.5 SOCS5,0.05306122448979592,0.00010036801605888258,0.4288546735420147,0.02840572384245995,0.0023946808657522092,113.4999999999997,142.5 MFN1,0.05306122448979592,0.00030110404817664774,0.43900970224155234,0.01662991486622326,0.002439181644928114,115.74999999999976,142.5 HNRNPC,0.05306122448979592,0.0,0.45049780659927524,0.01907255495310652,0.0023813379077104926,117.83333333333312,142.5 RORA,0.0489795918367347,0.0,0.43981081483688367,0.026737398806487234,0.0021831793481465493,115.41666666666639,150.5 MAPK6,0.0489795918367347,0.008982937437269991,0.43900970224155234,0.01954814871798198,0.0023818994834912577,115.0833333333331,150.5 MGP,0.0489795918367347,0.0005018400802944129,0.4162630855450989,0.010441086390959309,0.0023954163746372943,110.33333333333307,150.5 GNB4,0.0489795918367347,6.691201070592172e-05,0.4213572142143571,0.019523913990547658,0.00250457287326754,111.91666666666636,150.5 RAP1A,0.0489795918367347,0.0,0.4220951427856607,0.025035807151655712,0.002489454957998328,111.7499999999997,150.5 PYCARD,0.0489795918367347,6.691201070592172e-05,0.4258238984639792,0.014838314980578048,0.002205290463150854,112.66666666666636,150.5 PRDX6,0.0489795918367347,0.0015724322515891604,0.4162630855450989,0.009409796805890078,0.002172145923094644,110.58333333333304,150.5 CCNG2,0.0489795918367347,0.0022750083640013384,0.4155453905700211,0.01706401377022364,0.0017552273685514405,110.41666666666642,150.5 SLC9A3,0.04489795918367347,0.0017731682837069255,0.4342636514065086,0.007558910081527026,0.0026793972436361902,113.99999999999976,157.0 HES1,0.04489795918367347,0.008096353295416527,0.4342636514065086,0.018372196098085797,0.0023704200947531977,113.9166666666664,157.0 PDK4,0.04489795918367347,0.0005018400802944129,0.41770593852792415,0.010102098677004361,0.001994147940080038,110.74999999999972,157.0 MDK,0.04489795918367347,0.0,0.44223179179928856,0.02394231302740043,0.001955039622228688,115.41666666666637,157.0 F2R,0.04489795918367347,0.0011040481766477082,0.444679569244672,0.015701566396250952,0.0019401037006779893,115.99999999999972,157.0 TRPC6,0.04081632653061225,0.004182000669120107,0.4496573256168139,0.015902029528674085,0.001899779543669417,116.83333333333314,162.0 HLA-B,0.04081632653061225,0.0,0.4496573256168139,0.018809615168904288,0.002098192931329867,116.58333333333309,162.0 CCL19,0.04081632653061225,0.000468384074941452,0.42961912037542294,0.016221737519211493,0.002119604310893781,112.58333333333302,162.0 ARG2,0.04081632653061225,6.691201070592172e-05,0.444679569244672,0.018973915725238488,0.00152627892762456,115.74999999999974,162.0 PAX2,0.04081632653061225,0.0022415523586483774,0.4112906596085533,0.008011175224698951,0.0020385705776448065,108.58333333333306,162.0 GRN,0.036734693877551024,0.00043492806958849117,0.41988907061082276,0.006644474111577818,0.0017477543743807905,110.08333333333303,170.0 CASP4,0.036734693877551024,0.00010036801605888258,0.41770593852792415,0.011123279359252296,0.0017746704761768452,109.66666666666633,170.0 GCLM,0.036734693877551024,0.00020073603211776515,0.3938175270108043,0.009264129442500988,0.0021521326908563974,104.24999999999979,170.0 EPHX2,0.036734693877551024,0.009869521579123453,0.40035934639636583,0.004600557138347344,0.002662898168213826,105.99999999999977,170.0 PODXL,0.036734693877551024,0.000234192037470726,0.42507288629737605,0.010071081257197799,0.0017591670542341682,111.24999999999974,170.0 CALB1,0.036734693877551024,0.003813984610237538,0.4273339122883196,0.008443520065875086,0.0019364202194993945,111.66666666666642,170.0 DEPTOR,0.036734693877551024,0.00026764804282368687,0.4085022483569699,0.012836759499714643,0.001737548881273577,107.74999999999972,170.0 PTGER4,0.036734693877551024,0.0006022080963532955,0.44386063817792315,0.01622098350720051,0.0016564089879487797,115.16666666666642,170.0 CFH,0.036734693877551024,6.691201070592172e-05,0.4162630855450989,0.008498581384442502,0.0020933821842533105,109.33333333333304,170.0 CXCL16,0.036734693877551024,0.0001756440281030445,0.4220951427856607,0.011414855960578936,0.001699378384893343,110.58333333333297,170.0 HIPK2,0.036734693877551024,0.00020073603211776515,0.42657756908072963,0.02011105885895872,0.0016356400963511387,111.91666666666643,170.0 LDLR,0.0326530612244898,0.0,0.43192890059249506,0.010355076707790779,0.0015542684339386638,112.49999999999974,180.5 PTPRB,0.0326530612244898,0.0,0.4213572142143571,0.018247933526886567,0.0017936007282526084,110.16666666666634,180.5 AQP1,0.0326530612244898,0.0027433924389427904,0.40575139146567724,0.004424939060546468,0.001981663334870205,106.83333333333309,180.5 EDNRA,0.0326530612244898,0.004115088658414185,0.43504752081337955,0.008449802387535687,0.0015556637213785022,113.08333333333309,180.5 CYP27A1,0.0326530612244898,0.0007694881231180997,0.41770593852792415,0.006583912829450211,0.002126315516407797,109.41666666666639,180.5 CYBA,0.0326530612244898,0.0006022080963532955,0.4184311224489796,0.011655113931059894,0.0016791884091541054,109.66666666666632,180.5 TRAF5,0.0326530612244898,6.691201070592172e-05,0.412699189264747,0.01356465133677,0.0016443506815591621,108.41666666666639,180.5 OGA,0.0326530612244898,0.00020073603211776515,0.43504752081337955,0.0128411951865399,0.0015968554328312542,113.08333333333307,180.5 FABP3,0.0326530612244898,0.0010036801605888257,0.42507288629737605,0.008325239175960947,0.0016007085525657828,111.08333333333306,180.5 C7,0.0326530612244898,0.002643024422883908,0.4220951427856607,0.008017967000183777,0.0019114258648149235,110.41666666666639,180.5 KMT5A,0.028571428571428574,6.691201070592172e-05,0.3730902887470778,0.006269435205725293,0.0014332976973539064,98.41666666666649,188.5 SLC12A3,0.028571428571428574,0.0003345600535296086,0.342839724794612,0.0011360971686774927,0.0023122550266493525,89.91666666666663,188.5 HPGD,0.028571428571428574,0.0015724322515891604,0.39837409343902846,0.005362733466298019,0.0016440144457774853,104.74999999999974,188.5 GSDMD,0.028571428571428574,0.0,0.39446207288152574,0.009173529767278246,0.0017655255891483063,103.7499999999997,188.5 HMGCS2,0.028571428571428574,0.0,0.37541483883272936,0.005132783913764875,0.0017680077424971745,99.24999999999973,188.5 TRPC1,0.028571428571428574,0.0,0.4258238984639792,0.013883641383985092,0.001583492496872702,110.7499999999997,188.5 CAT,0.02448979591836735,0.0,0.3719387755102041,0.004344250240333378,0.001582579103419737,97.41666666666652,195.5 CCDC22,0.02448979591836735,0.00013382402141184343,0.4064356265271707,0.006878655346028194,0.0012656771804075715,106.33333333333309,195.5 PROS1,0.02448979591836735,0.000468384074941452,0.3825655976676385,0.00479070517908445,0.001509641721185981,100.08333333333303,195.5 SLC12A1,0.02448979591836735,0.00026764804282368687,0.3352104680537027,0.0008348722083478692,0.002003889294745709,87.74999999999994,195.5 MBTPS1,0.02448979591836735,6.691201070592172e-05,0.3685264931660738,0.0050384480945897675,0.0017799331636376898,96.99999999999974,195.5 USP25,0.02448979591836735,0.0,0.3990336531963779,0.008049923427523075,0.0013737083255019745,104.5833333333331,195.5 MTHFR,0.02448979591836735,0.0015891602542656407,0.39837409343902846,0.004800080959039936,0.0016566409327550124,104.41666666666642,195.5 TYMP,0.02448979591836735,0.00036801605888256943,0.40989171178675554,0.008656647262269992,0.0011929941489116785,107.16666666666639,195.5 CLCN5,0.020408163265306124,0.00010036801605888258,0.3544357743097239,0.0018584405692151464,0.0017968794297901973,92.49999999999987,203.0 ERG,0.020408163265306124,0.00010036801605888258,0.41411739953713445,0.010652372250807824,0.0011092664672977125,107.74999999999976,203.0 COL4A4,0.020408163265306124,3.345600535296086e-05,0.3544357743097239,0.003175809022564476,0.0012225600176042723,92.16666666666643,203.0 GPBAR1,0.020408163265306124,6.691201070592172e-05,0.4155453905700211,0.006457277070169478,0.0013365168603389063,107.91666666666634,203.0 PLK2,0.020408163265306124,0.00010036801605888258,0.37776853688183737,0.0044972679552572736,0.001101808376398056,98.7499999999997,203.0 DES,0.020408163265306124,0.0,0.41411739953713445,0.006986545710585687,0.0010780244851401484,107.49999999999973,203.0 RARRES2,0.020408163265306124,0.00036801605888256943,0.3789564882556797,0.0028784233008189108,0.0013524494270459203,99.08333333333303,203.0 BAMBI,0.0163265306122449,3.345600535296086e-05,0.3825655976676385,0.005831992599138526,0.0009655963963155177,99.66666666666642,211.5 ADH1B,0.0163265306122449,0.00026764804282368687,0.3452955967487282,0.0010878352648145623,0.001428494521445394,89.33333333333324,211.5 MFF,0.0163265306122449,0.0,0.3825655976676385,0.004246429088158059,0.0012827051887265824,99.91666666666637,211.5 CABIN1,0.0163265306122449,6.691201070592172e-05,0.3719387755102041,0.004986320049607849,0.0011022602098421691,97.33333333333312,211.5 AKR1C1,0.0163265306122449,0.0,0.3533963732120414,0.002229738653188216,0.0011854760986905316,91.66666666666653,211.5 MBTPS2,0.0163265306122449,0.0,0.4043898096151212,0.005377930867311092,0.0014151246741468514,105.08333333333303,211.5 DACH1,0.0163265306122449,0.0,0.39446207288152574,0.009237289844875244,0.0012238575654115874,102.66666666666639,211.5 DMPK,0.0163265306122449,0.0001672800267648043,0.3819593130437595,0.004084572280849867,0.0010207872309407596,99.66666666666643,211.5 SOAT1,0.0163265306122449,0.0,0.3597258604934511,0.001988974527983563,0.001316818020878233,93.58333333333314,211.5 PIP4K2B,0.0163265306122449,0.0,0.3850101062789333,0.011975332752063018,0.0013214907242519135,100.41666666666639,211.5 ADD3,0.012244897959183675,0.0005269320843091335,0.362430566211447,0.0017985741458677454,0.0010391243274621834,94.33333333333319,219.5 SEC22B,0.012244897959183675,0.0,0.3248198470762968,0.000619326877946771,0.0013388524708783382,83.86666666666669,219.5 LMAN2,0.012244897959183675,0.0,0.3248198470762968,0.000668393343016739,0.0013585084120431845,83.86666666666669,219.5 TRIP10,0.012244897959183675,0.0,0.3918964659034346,0.005365980725355745,0.0009019346496033642,101.83333333333302,219.5 CDH6,0.012244897959183675,0.0,0.3893640170122976,0.006015607384999317,0.0010426846365611817,101.24999999999974,219.5 EDEM3,0.012244897959183675,0.0001672800267648043,0.343817869515852,0.001525523680281394,0.001381276512621391,88.91666666666657,219.5 IGFBP4,0.00816326530612245,0.0,0.29977155041120923,0.00030843195775130905,0.0012333029788167325,76.90000000000005,226.0 IGFBP6,0.00816326530612245,0.0,0.29977155041120923,0.00035218233019588597,0.0012829985546752222,76.90000000000005,226.0 KLF9,0.00816326530612245,0.0,0.3862441130298273,0.005416984120141068,0.0008038105714070064,99.83333333333304,226.0 REG1A,0.00816326530612245,0.0,0.38686408752907264,0.0038153242752397994,0.0007640498868469879,100.33333333333304,226.0 HSPA4L,0.00816326530612245,0.0,0.3602635673103322,0.0024777708618969998,0.0010853297516753967,92.99999999999979,226.0 KLK1,0.00816326530612245,0.0,0.3887360105332455,0.0022003951820732492,0.0008570332674118604,100.49999999999973,226.0 DDC,0.00816326530612245,0.00010036801605888258,0.3252582004461704,0.00043390568892751454,0.0008909625746704947,83.16666666666664,226.0 NEXN,0.004081632653061225,0.0,0.3366149811880059,0.0011565184238041387,0.0007383320752868796,85.86666666666663,238.0 CHST15,0.004081632653061225,0.0,0.3138233418367347,0.0004049420900608213,0.0007546223173277739,80.15000000000002,238.0 LRRC2,0.004081632653061225,0.0,0.3138233418367347,0.0003664136193560089,0.000740838929427632,80.15000000000002,238.0 UGCG,0.004081632653061225,0.0,0.004081632653061225,3.3751356910393886e-14,0.0040650406504065045,1.0,238.0 GUCY1B1,0.004081632653061225,0.0,0.33567733500085273,0.0015423394176321186,0.0008280879635078634,85.24999999999994,238.0 MYOF,0.004081632653061225,0.0,0.323511847692097,0.000687506128603031,0.0007780188561517655,81.99999999999999,238.0 AGTRAP,0.004081632653061225,0.0,0.3297076970323013,0.0011352552097904612,0.0008580394056510121,83.83333333333331,238.0 HINFP,0.004081632653061225,0.0,0.3328954786334423,0.001011493358347148,0.0006980188396121427,85.03333333333332,238.0 CEP170,0.004081632653061225,0.0,0.3046982636290926,0.00026754216434670064,0.0007613914021311369,77.2833333333334,238.0 DEGS1,0.004081632653061225,0.0,0.004081632653061225,3.3751356910393886e-14,0.0040650406504065045,1.0,238.0 DOCK7,0.004081632653061225,0.0,0.3385060765879385,0.0012500878388688207,0.0007139799000486086,86.41666666666657,238.0 FRMD3,0.004081632653061225,0.0,0.30781140042223787,0.00039397326304032714,0.0007226963421486721,78.11666666666676,238.0 GAA,0.004081632653061225,0.0,0.3024044247561007,0.00031704293472062454,0.0008009618493258339,76.76666666666675,238.0 CKB,0.004081632653061225,0.0,0.3533963732120414,0.0013656066826695063,0.0006956321381771899,90.91666666666652,238.0 ENPP2,0.004081632653061225,0.0,0.2855643679272657,5.7763456945608565e-05,0.0008333678512982153,72.91666666666673,238.0 SLC6A6,0.004081632653061225,0.0,0.31260223933931547,0.00031377360627785864,0.0007965784978278915,79.10000000000004,238.0 PLEKHO1,0.004081632653061225,0.0,0.37836158011085125,0.003617624154812166,0.0007313348362937213,97.58333333333307,238.0
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Created: 31st May 2026 at 11:41
Last updated: 1st Jun 2026 at 18:34
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Version 1 (earliest) Created 31st May 2026 at 11:41 by Farnoush Kiyanpour
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