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 AKT1,0.6343612334801763,0.09538614478967682,0.7160883280757098,0.22691521895478625,0.023583987128471876,184.4166666666667,1.0 ACTB,0.6035242290748899,0.07241433082530896,0.6899696048632219,0.1949899953586304,0.02020601367025375,180.16666666666674,2.0 STAT3,0.4669603524229075,0.03186035632139098,0.628808864265928,0.20070390561859094,0.016728214849235645,164.50000000000009,3.0 HIF1A,0.4581497797356829,0.029589489688511172,0.6270718232044199,0.18618980490064327,0.015496484585129922,163.66666666666674,4.0 CTNNB1,0.44493392070484583,0.028790300573077073,0.6219178082191781,0.19186054375642164,0.016360700110895597,162.16666666666674,5.0 JUN,0.4405286343612335,0.03440411679856536,0.6168478260869565,0.19107787574139293,0.016326979063966574,161.33333333333343,6.0 HSP90AA1,0.4140969162995595,0.025905422790534482,0.5973684210526315,0.16840630825837105,0.014511799246009996,157.33333333333346,7.0 PTEN,0.40969162995594716,0.02687029745429028,0.606951871657754,0.1704818570637662,0.013723594057019067,158.00000000000009,8.0 TGFB1,0.39647577092511016,0.04034930412069705,0.6021220159151194,0.14661363457832163,0.013192538879751756,156.50000000000009,9.0 IGF1,0.3259911894273128,0.022435772484503527,0.5717884130982368,0.12589227074252213,0.010855106381923755,147.83333333333343,11.0 CCND1,0.3259911894273128,0.021422166777123698,0.5761421319796954,0.15569451677591897,0.010743679318538918,148.3333333333334,11.0 FOS,0.3259911894273128,0.021207750185177968,0.5732323232323232,0.15493570459668077,0.011958367701674955,148.00000000000009,11.0 HSPA4,0.3127753303964758,0.011266617285875795,0.5604938271604938,0.12623678075603673,0.010634032839511375,145.50000000000003,13.0 RHOA,0.30837004405286345,0.032708276480449106,0.5660847880299252,0.12013321198562807,0.010829977038224069,145.83333333333343,14.5 EP300,0.30837004405286345,0.010038594986550232,0.5646766169154229,0.1572542394823177,0.012149179592432972,145.66666666666674,14.5 APOE,0.29515418502202645,0.05392577287435188,0.5717884130982368,0.0792674797886569,0.011622053836208587,145.41666666666674,16.0 MAPK1,0.28634361233480177,0.007309656543604538,0.5443645083932853,0.14826439020949603,0.011084921505317615,141.66666666666666,17.0 CREB1,0.27753303964757714,0.015145608358348602,0.549636803874092,0.1402259784149598,0.009730377935975462,141.50000000000006,18.0 STAT1,0.26872246696035246,0.00621808116642626,0.549636803874092,0.138091002844034,0.00979323833804372,140.8333333333334,19.0 SMAD2,0.25550660792951546,0.009590269385209155,0.5391923990498813,0.12818070989558317,0.008975796420394587,138.70000000000002,20.0 NFE2L2,0.2511013215859031,0.005769755565085182,0.5430622009569378,0.11015900999855467,0.008546785250525116,138.6666666666667,22.0 MDM2,0.2511013215859031,0.006013410783205333,0.531615925058548,0.1291437840953444,0.00903782389655573,137.33333333333331,22.0 KDR,0.2511013215859031,0.0066469143503177265,0.5430622009569378,0.11202739883988654,0.009411579720213996,138.86666666666667,22.0 PIK3R1,0.24669603524229078,0.003645082063077463,0.5328638497652582,0.12151237643806118,0.008968738789714777,137.16666666666669,24.5 UBC,0.24669603524229078,0.023926942419398856,0.5417661097852029,0.09002355698569742,0.009282093200395242,138.08333333333337,24.5 JAK2,0.24229074889867844,0.009317375540914585,0.530373831775701,0.12647337223449498,0.009331061616523046,136.7,27.0 PARP1,0.24229074889867844,0.013342559744259484,0.5291375291375291,0.10960563692136625,0.007523582905737779,136.33333333333334,27.0 SMAD4,0.24229074889867844,0.007212194456356478,0.5341176470588235,0.12502162330385178,0.008425179949464586,137.03333333333336,27.0 PIK3CA,0.22907488986784144,0.0003508635140930178,0.5206422018348624,0.12818766520465108,0.008594822645064393,134.36666666666665,29.0 IGF1R,0.2246696035242291,0.004980312658375892,0.5266821345707656,0.11489428204349576,0.007997537913329685,134.70000000000002,30.0 HDAC1,0.22026431718061676,0.006744376437565787,0.5254629629629629,0.1256946808709204,0.008786301965862522,134.16666666666666,31.0 SOD1,0.2114537444933921,0.011763673930840903,0.5341176470588235,0.05996787324377636,0.008016798230043485,134.4166666666667,32.0 SOD2,0.19823788546255508,0.01261159408989903,0.5279069767441861,0.06548300432627223,0.006856582421828894,132.58333333333337,34.0 SOCS3,0.19823788546255508,0.0030408171221394877,0.5218390804597701,0.09379948139126755,0.007194574847171697,132.0333333333333,34.0 TIMP1,0.19823788546255508,0.011909867061712993,0.530373831775701,0.06854772719659548,0.006789479786409075,132.99999999999997,34.0 TXN,0.19383259911894274,0.01599352851740673,0.5291375291375291,0.07074606305730381,0.006680766047765857,132.41666666666666,36.5 THBS1,0.19383259911894274,0.019433940197263265,0.5291375291375291,0.07235754966775827,0.007194845015515292,132.5,36.5 FYN,0.18942731277533043,0.006510467428170442,0.5230414746543779,0.09096618324219909,0.007003484441718748,131.5,38.0 SREBF1,0.18502202643171808,0.003956960742271256,0.5206422018348624,0.07390589787076945,0.006466807176982967,130.66666666666663,39.0 PRKCA,0.18061674008810574,0.005194729250321625,0.5078299776286354,0.08115144224230374,0.006076598519904293,128.94999999999993,40.5 EGR1,0.18061674008810574,0.0030798019570387122,0.5242494226327945,0.10323186000704718,0.00675499334669266,130.83333333333331,40.5 CDKN1B,0.17180616740088106,0.010155549491247905,0.5078299776286354,0.08990347684820413,0.005603174350210689,128.1999999999999,43.5 VIM,0.17180616740088106,0.011578495965069588,0.5182648401826484,0.07128529319906612,0.005533664928976098,129.33333333333326,43.5 TJP1,0.17180616740088106,0.004112900081868154,0.5011037527593819,0.0750633421448959,0.006428849194634471,127.19999999999989,43.5 GPX3,0.17180616740088106,0.009395345210713033,0.5266821345707656,0.058375207602916264,0.0060039271169209886,130.41666666666666,43.5 PTPN11,0.16740088105726875,0.001754317570465089,0.5011037527593819,0.09306586294141088,0.006558110302955355,126.86666666666657,46.0 NR3C1,0.1629955947136564,0.0037230517328759112,0.5033259423503326,0.09374669522096661,0.0059568087603849495,126.66666666666654,47.0 JAK1,0.15859030837004406,0.0022221355892557797,0.5022123893805309,0.0911308046155268,0.006038017524445303,126.36666666666657,49.0 B2M,0.15859030837004406,0.004249347004015438,0.5170842824601367,0.06154517210459573,0.005473833274281309,128.16666666666657,49.0 TSC2,0.15859030837004406,0.004327316673813887,0.5022123893805309,0.07711701476693651,0.005574782586567875,126.36666666666657,49.0 HMGB1,0.15418502202643172,0.011149662781178122,0.5078299776286354,0.06147660272992615,0.00490571661792769,126.4999999999999,52.0 ATG5,0.15418502202643172,0.004756149857705352,0.4989010989010989,0.06092093796168595,0.005178784755827443,125.33333333333321,52.0 ATF3,0.15418502202643172,0.011442049042922304,0.4989010989010989,0.08300711845546821,0.006118277045186147,125.33333333333321,52.0 HDAC2,0.1497797356828194,0.0022221355892557797,0.49563318777292575,0.08566034590954832,0.005597844017571052,124.49999999999989,54.5 LOX,0.1497797356828194,0.0038692448637480024,0.5159090909090909,0.06214512567239868,0.005085909765315979,127.24999999999994,54.5 STK11,0.14537444933920707,0.004814627110054189,0.4924078091106291,0.07208830070407907,0.004937171410608297,123.86666666666655,57.0 PKM,0.14537444933920707,0.006978285446961132,0.5,0.06268006889677452,0.0055906462348937905,124.83333333333323,57.0 HSPB1,0.14537444933920707,0.009668239055007603,0.5066964285714286,0.06310993643800109,0.004812137981536402,125.66666666666657,57.0 PARK7,0.14096916299559473,0.00417137733421699,0.5055679287305123,0.04781689306466948,0.005503154888765939,125.08333333333323,60.0 PINK1,0.14096916299559473,0.011461541460371916,0.5033259423503326,0.05241287872568018,0.0055083770323342005,124.83333333333321,60.0 AXL,0.14096916299559473,0.0016763479006666408,0.5033259423503326,0.06849203009116554,0.005060931313812954,125.03333333333325,60.0 WT1,0.13656387665198239,0.005847725234883631,0.4989010989010989,0.04819963885999684,0.004780184557929496,124.03333333333325,63.5 STAT6,0.13656387665198239,0.000565280106038751,0.4989010989010989,0.08155150906312504,0.005028528964275575,123.83333333333321,63.5 RAC1,0.13656387665198239,0.0024170597637519007,0.4924078091106291,0.058549991247701445,0.005175553813066394,122.99999999999987,63.5 ENG,0.13656387665198239,0.010379712291918444,0.5078299776286354,0.04563595745193199,0.0050377392522117405,125.1666666666666,63.5 INSR,0.13215859030837004,0.0020272114147596586,0.4881720430107527,0.06536490819798081,0.00468338353696867,122.19999999999989,66.0 NES,0.12775330396475773,0.0016373630657674164,0.49671772428884026,0.0514230435817206,0.004303984509849453,122.83333333333321,68.0 SP1,0.12775330396475773,0.0005068028536899146,0.49134199134199136,0.09231519341987102,0.004997126352221007,122.16666666666654,68.0 YAP1,0.12775330396475773,0.0006627421932868115,0.49455337690631807,0.07493872028656884,0.0045991560203847166,122.66666666666656,68.0 NOX4,0.12334801762114539,0.002456044598651125,0.5022123893805309,0.0510633378489178,0.004146430254739018,123.33333333333324,73.0 TXNIP,0.12334801762114539,0.005535846555689837,0.4860813704496788,0.047037792600199496,0.004324518649091189,121.0833333333332,73.0 CUL3,0.12334801762114539,0.005418892050992164,0.490280777537797,0.0469100677256382,0.0044218898569233145,121.74999999999989,73.0 CTSB,0.12334801762114539,0.0030408171221394877,0.4989010989010989,0.03944084597269551,0.004544394337300357,122.83333333333323,73.0 XBP1,0.12334801762114539,0.003664574480527075,0.5033259423503326,0.05832392905339088,0.004615196786524567,123.41666666666657,73.0 RICTOR,0.12334801762114539,0.0008186815328837082,0.48504273504273504,0.06581272815204475,0.004486208471000992,121.0333333333332,73.0 GJA1,0.12334801762114539,0.008576663677829324,0.4881720430107527,0.05319263796914404,0.0042463010620784735,121.36666666666656,73.0 FGF1,0.11894273127753305,0.0014034540563720712,0.49134199134199136,0.05448870669869931,0.004059231208653392,121.53333333333325,78.0 DUSP1,0.11894273127753305,0.0003508635140930178,0.4819532908704883,0.0626662168955139,0.004330799508737226,120.28333333333323,78.0 TIMP3,0.11894273127753305,0.011042454485205256,0.5022123893805309,0.0443903925751913,0.00419180469946894,123.19999999999995,78.0 ROCK1,0.11453744493392072,0.003664574480527075,0.47689075630252103,0.05888313229521666,0.004183859208735659,119.31666666666656,82.5 PRDX1,0.11453744493392072,0.003625589645627851,0.48504273504273504,0.039745118584242595,0.004418308854034633,120.0833333333332,82.5 NPHS1,0.11453744493392072,0.0038984834899224202,0.47890295358649787,0.032614093186776445,0.005083265752997677,119.36666666666653,82.5 PPIA,0.11453744493392072,0.005652801060387509,0.49780701754385964,0.037864531209287206,0.004225867800874458,121.9999999999999,82.5 ELAVL1,0.11453744493392072,0.0014034540563720712,0.48504273504273504,0.062264636924136384,0.004517371995169323,120.36666666666657,82.5 SGK1,0.11453744493392072,0.004717165022806128,0.4892241379310345,0.05316711974810622,0.004167305629667963,120.83333333333321,82.5 COL3A1,0.11013215859030838,0.003469650306030954,0.4924078091106291,0.035799164838225324,0.004563137974721804,121.03333333333325,86.5 DNM1L,0.11013215859030838,0.0010525905422790534,0.47689075630252103,0.037649376859876134,0.004398904145834611,118.58333333333319,86.5 BAX,0.10572687224669605,0.007680012475147168,0.4924078091106291,0.0423504577710132,0.0037848280326751435,120.49999999999989,90.5 PSMA7,0.10572687224669605,0.001169545046976726,0.4758909853249476,0.043020329321783506,0.0038698036767970314,117.99999999999987,90.5 HSPD1,0.10572687224669605,0.007407118630852598,0.47390396659707723,0.03302723323355214,0.004011550015891982,117.94999999999987,90.5 LDHA,0.10572687224669605,0.005272698920120073,0.4840085287846482,0.04294913807705406,0.0039415319277630026,119.24999999999986,90.5 MAF,0.10572687224669605,0.0021831507543565555,0.49671772428884026,0.053968461768979195,0.0038347200977677806,121.16666666666657,90.5 SPARC,0.10572687224669605,0.004502748430860395,0.48504273504273504,0.030703906002747652,0.004025194530373296,119.53333333333322,90.5 NOTCH2,0.10132158590308371,0.001130560212077502,0.4819532908704883,0.050279348320580286,0.003548627291013114,118.86666666666657,94.5 NR4A1,0.10132158590308371,0.0007017270281860356,0.4799154334038055,0.06460867727781568,0.0040674887694716454,118.36666666666655,94.5 ANXA1,0.09691629955947137,0.004795134692604577,0.4892241379310345,0.030837087250389646,0.003643895557347552,119.33333333333321,98.0 KNG1,0.09691629955947137,0.013098904526139332,0.4924078091106291,0.02114128738050683,0.004315474729387457,119.7499999999999,98.0 ILK,0.09691629955947137,0.0009161436201317688,0.4809322033898305,0.061521567512394494,0.003650931152991906,118.36666666666656,98.0 PIK3C3,0.09691629955947137,0.0005457876885891389,0.46804123711340206,0.04031924845138985,0.003633260952060898,116.19999999999985,98.0 AIF1,0.09691629955947137,0.006315543253674321,0.49780701754385964,0.03292965934725272,0.0033797221883516693,120.66666666666657,98.0 MECP2,0.09251101321585904,0.0019882265798604345,0.47789473684210526,0.04298464373469398,0.003318917778255614,117.53333333333322,103.5 GPX4,0.09251101321585904,0.0005068028536899146,0.48504273504273504,0.030729219920439244,0.003751693700841472,118.33333333333321,103.5 DDIT3,0.09251101321585904,0.0030408171221394877,0.47890295358649787,0.04900927085110316,0.0035257389572119924,117.58333333333321,103.5 LEPR,0.09251101321585904,0.0010525905422790534,0.4829787234042553,0.040300769830153724,0.0037793446092857924,118.19999999999989,103.5 MFN2,0.09251101321585904,0.0006627421932868115,0.4758909853249476,0.03196418400748671,0.004020559218478803,117.0833333333332,103.5 CLTC,0.09251101321585904,0.0014619313087209076,0.4819532908704883,0.0378570200659206,0.0031934816026967716,118.08333333333323,103.5 JUNB,0.0881057268722467,3.89848348992242e-05,0.4495049504950495,0.05351039071188612,0.0037877961254899114,112.56666666666652,107.0 COL18A1,0.08370044052863437,0.001130560212077502,0.470954356846473,0.022211744215587387,0.003393909084441227,115.53333333333319,109.0 BMP7,0.08370044052863437,0.002495029433550349,0.47689075630252103,0.034929728251225554,0.0031723740649173843,116.53333333333322,109.0 CD74,0.08370044052863437,0.005925694904682079,0.47689075630252103,0.021471500418959403,0.0038263152504879406,116.3333333333332,109.0 PRDX6,0.07929515418502203,0.0008966512026821567,0.4585858585858586,0.023324084731564977,0.0031480582997371826,112.9999999999998,114.5 FOSB,0.07929515418502203,0.0,0.470954356846473,0.052369540664660694,0.0037316521835266776,115.36666666666655,114.5 NPHS2,0.07929515418502203,0.0004775642275154965,0.45582329317269077,0.01687389068979206,0.004118718153642852,112.86666666666653,114.5 F3,0.07929515418502203,0.008030875989240186,0.4829787234042553,0.021955742819246876,0.0035095624816932017,116.9999999999999,114.5 PRKAA1,0.07929515418502203,0.001715332735565865,0.43907156673114117,0.02653660318984343,0.002893590105359234,109.98333333333319,114.5 S100A4,0.07929515418502203,3.89848348992242e-05,0.47890295358649787,0.036294342511236935,0.0029007917778863888,116.53333333333323,114.5 IL6R,0.07929515418502203,0.0002339090093953452,0.47291666666666665,0.0449500575824067,0.003126501768476504,115.49999999999987,114.5 CALM1,0.07929515418502203,0.004795134692604577,0.46804123711340206,0.03276126432637263,0.0030938560764052813,114.74999999999986,114.5 NR3C2,0.0748898678414097,0.009863163229503723,0.47291666666666665,0.024093258088928957,0.0030133796916452576,115.19999999999986,120.5 SIRT2,0.0748898678414097,0.0007407118630852599,0.470954356846473,0.04254914805473529,0.002965634757041812,114.8333333333332,120.5 BSG,0.0748898678414097,0.0018127948228139255,0.4799154334038055,0.0257313785732941,0.0031252326820480035,116.16666666666656,120.5 BGN,0.0748898678414097,0.00927839070601536,0.44163424124513617,0.020446528172879952,0.0038505189491927355,109.61666666666648,120.5 DPP4,0.07048458149779736,0.0037717827764999416,0.47291666666666665,0.02060698686635122,0.0028843735146940105,114.86666666666653,126.5 VEGFB,0.07048458149779736,0.009239405871116137,0.460446247464503,0.029508967666483626,0.0031642954488400165,112.69999999999983,126.5 IGFBP7,0.07048458149779736,0.0019882265798604345,0.44509803921568625,0.02569809702127911,0.002956836001267533,110.14999999999982,126.5 MFN1,0.07048458149779736,0.0008576663677829325,0.4670781893004115,0.02236294099559248,0.00328295489108869,113.91666666666653,126.5 PSMB8,0.07048458149779736,0.00038010214026743596,0.44163424124513617,0.02359211809576911,0.0028728950792501103,109.33333333333314,126.5 MIF,0.07048458149779736,0.0008381739503333204,0.470954356846473,0.027286201006699942,0.0026083028902426334,114.33333333333319,126.5 GHR,0.07048458149779736,0.003820513820123972,0.463265306122449,0.03698358868803415,0.003093034127272129,112.91666666666649,126.5 MAP1LC3A,0.07048458149779736,0.0003508635140930178,0.46421267893660534,0.026448426544056814,0.0028224374448934057,113.61666666666653,126.5 MME,0.06607929515418502,0.005594323808038673,0.4819532908704883,0.024489071342588438,0.002878989599698739,115.83333333333323,134.0 LPL,0.06607929515418502,0.002378074928852676,0.4809322033898305,0.018833380435938504,0.003149468963207693,115.66666666666654,134.0 APOL1,0.06607929515418502,0.008030875989240186,0.42429906542056073,0.008327023644504942,0.003398972939690492,105.53333333333313,134.0 NUMB,0.06607929515418502,0.0031967564617363846,0.4576612903225806,0.0267685516044112,0.0025276850395259966,112.11666666666653,134.0 HNRNPC,0.06607929515418502,7.79696697984484e-05,0.460446247464503,0.027852941377569274,0.0027805492520895213,112.41666666666653,134.0 CST3,0.06607929515418502,0.0044832560134107835,0.43992248062015504,0.01159967159291962,0.0032383332596638134,108.4999999999998,134.0 CLDN5,0.06607929515418502,0.0004678180187906904,0.47789473684210526,0.028283112085149865,0.0028486470567874265,115.36666666666656,134.0 AQP2,0.061674008810572695,0.0009356360375813808,0.43907156673114117,0.010347855545707305,0.0030134546897239538,108.44999999999983,141.0 PTPN2,0.061674008810572695,0.002144165919457331,0.4530938123752495,0.034232127644968406,0.002739262686272309,110.94999999999983,141.0 UMOD,0.061674008810572695,0.0010915753771782778,0.39273356401384085,0.0044722663328830665,0.0031123873029905227,98.44999999999978,141.0 MAPK6,0.061674008810572695,0.0015983782308681923,0.4585858585858586,0.025028122995166484,0.0022984206251712856,111.74999999999986,141.0 TRPC6,0.061674008810572695,0.003820513820123972,0.45951417004048584,0.01823762112640889,0.0027777154824541565,112.0333333333332,141.0 CYBA,0.061674008810572695,0.0001559393395968968,0.4699792960662526,0.02758502668619905,0.0026518036298776824,113.49999999999984,141.0 ROCK2,0.061674008810572695,0.0004678180187906904,0.460446247464503,0.040917336907251856,0.0027199205850995676,112.4833333333332,141.0 VLDLR,0.05726872246696036,0.0020661962496588827,0.45129224652087474,0.014790699498732065,0.002976084846001992,110.11666666666655,146.0 CTSL,0.05726872246696036,0.0018712720751627616,0.4623217922606925,0.013599800262433848,0.002828679672473194,112.03333333333315,146.0 GCLM,0.05726872246696036,0.0,0.4623217922606925,0.02197269792784729,0.002484308048286593,112.08333333333319,146.0 SYNPO,0.052863436123348026,0.0007407118630852599,0.44422700587084146,0.016832602197342953,0.002831359737040161,108.89999999999985,151.5 GLO1,0.052863436123348026,0.018205917897937702,0.3940972222222222,0.006829122422093046,0.0028168319935569786,97.49999999999986,151.5 PODXL,0.052863436123348026,0.0010525905422790534,0.43907156673114117,0.01222170553722739,0.002597982377722707,107.89999999999982,151.5 PSMD9,0.052863436123348026,0.0008576663677829325,0.43653846153846154,0.01534962530331694,0.0019562616711460814,106.99999999999984,151.5 AQP1,0.052863436123348026,0.0009356360375813808,0.42911153119092627,0.006948812204367865,0.0023769267339847633,105.98333333333314,151.5 CPT1A,0.052863436123348026,0.00042883318389146623,0.46421267893660534,0.019377919698638647,0.0022340786213394144,111.99999999999987,151.5 ZFP36,0.052863436123348026,0.0002339090093953452,0.4188191881918819,0.025069454289014904,0.0024041566382251942,103.89999999999985,151.5 GAS6,0.052863436123348026,0.0002339090093953452,0.45490981963927857,0.021326908806311988,0.0026676125413126915,110.36666666666649,151.5 EPHX2,0.048458149779735685,0.028225020467038325,0.46611909650924027,0.01057738483118655,0.0035443960742045505,111.66666666666652,158.5 HES1,0.048458149779735685,0.00019492417449612102,0.44163424124513617,0.024202618109139044,0.0018104512147561953,108.06666666666652,158.5 TYRO3,0.048458149779735685,0.0001559393395968968,0.4495049504950495,0.01944032704827177,0.00231215403454188,109.56666666666652,158.5 RRAS,0.048458149779735685,0.0004678180187906904,0.44597249508840864,0.0258567421223949,0.002400451940720058,108.61666666666652,158.5 PDK4,0.048458149779735685,3.89848348992242e-05,0.463265306122449,0.017820206891947295,0.002022057051957471,111.49999999999987,158.5 RAP1A,0.048458149779735685,0.0001559393395968968,0.43992248062015504,0.02411717471533777,0.002558149892115765,107.44999999999982,158.5 CALB1,0.04405286343612335,0.0008966512026821567,0.43486590038314177,0.01080172821383417,0.001945432022593448,106.56666666666652,164.5 CD59,0.04405286343612335,0.019141553935519084,0.3961605584642234,0.004458957492546861,0.0034795875422412824,97.33333333333313,164.5 ADIPOR2,0.04405286343612335,0.0010525905422790534,0.4495049504950495,0.015047019307686645,0.002005507966709183,108.8666666666665,164.5 PTGER4,0.04405286343612335,0.0006627421932868115,0.4567404426559356,0.01787078430582318,0.0018086309560494229,110.19999999999986,164.5 SMAD1,0.04405286343612335,0.0,0.4503968253968254,0.03004863658703626,0.00221619059710706,109.03333333333318,164.5 MAPKAP1,0.04405286343612335,0.00019492417449612102,0.44509803921568625,0.024847614010466746,0.002152070744642161,108.1166666666665,164.5 GRN,0.039647577092511016,0.0012767533429495926,0.4104882459312839,0.005121712710230802,0.0019739920546481184,100.33333333333317,169.5 HIPK2,0.039647577092511016,0.0001169545046976726,0.4227188081936685,0.02268997498024095,0.00187766226433331,103.48333333333314,169.5 HLA-B,0.039647577092511016,0.00038984834899224205,0.43992248062015504,0.01224676034694215,0.002220051825679324,106.41666666666647,169.5 MGP,0.039647577092511016,0.0006237573583875873,0.39824561403508774,0.0049947649267126195,0.0020615406081952383,97.74999999999983,169.5 CFH,0.03524229074889868,0.001715332735565865,0.3975481611208406,0.005300465854010966,0.002519597136391406,96.9999999999998,175.0 PROS1,0.03524229074889868,7.79696697984484e-05,0.36378205128205127,0.005206285670682469,0.0022426592579457526,89.31666666666648,175.0 OPA1,0.03524229074889868,0.0002339090093953452,0.4250936329588015,0.008215048296021219,0.00205892504116938,103.6999999999998,175.0 MTDH,0.03524229074889868,0.0005457876885891389,0.4477317554240631,0.019196002843838846,0.0014655991008430344,107.94999999999985,175.0 SETD7,0.03524229074889868,0.0,0.42830188679245285,0.019158831439208733,0.0015764465988100523,104.48333333333318,175.0 APLN,0.03524229074889868,0.0012864995516743986,0.4477317554240631,0.01279392555596764,0.00211147209972924,107.69999999999979,175.0 HMGN1,0.03524229074889868,0.0003118786791937936,0.40974729241877256,0.012132684073438973,0.001672117301535671,100.16666666666649,175.0 CHI3L1,0.030837004405286347,0.0001559393395968968,0.42830188679245285,0.009297425814033809,0.0014948750175685314,103.61666666666642,182.0 SLC12A1,0.030837004405286347,0.0001169545046976726,0.3603174603174603,0.0025847268792957034,0.001940786945040004,88.2333333333332,182.0 GSTK1,0.030837004405286347,3.89848348992242e-05,0.3920552677029361,0.005811249051256087,0.0014164357547828796,95.74999999999987,182.0 COL4A4,0.030837004405286347,0.0001559393395968968,0.3703099510603589,0.0038940394008162237,0.001769020811986761,90.73333333333315,182.0 RAPGEF1,0.030837004405286347,0.0002339090093953452,0.4407766990291262,0.01023500503651766,0.0017793914675723773,106.1166666666665,182.0 SRGAP2,0.030837004405286347,0.0007796966979844841,0.4250936329588015,0.008940859822176359,0.0017419122002187925,103.56666666666649,182.0 F2R,0.030837004405286347,0.00044832560134107835,0.4477317554240631,0.012211698102188587,0.001725545540697663,107.44999999999983,182.0 PTPRB,0.026431718061674013,0.008888542357023119,0.43486590038314177,0.014304667488911108,0.00222270626080845,104.78333333333315,188.0 PKN1,0.026431718061674013,7.79696697984484e-05,0.4307400379506641,0.01235380965198888,0.0015080963542325192,103.9499999999998,188.0 GSDMD,0.026431718061674013,7.79696697984484e-05,0.425891181988743,0.009092467164095269,0.0014208228969412788,103.31666666666648,188.0 SOX6,0.026431718061674013,0.0,0.40391459074733094,0.016280002363368372,0.0014516580254769467,98.56666666666648,188.0 RNF7,0.026431718061674013,0.0,0.3968531468531469,0.010579772930339345,0.0015635808868700953,96.61666666666649,188.0 BAD,0.022026431718061675,0.0,0.4340344168260038,0.016134082973759338,0.0014785339139361882,104.28333333333315,194.0 MYLIP,0.022026431718061675,0.0,0.4142335766423358,0.006597045774517207,0.0013821650669983796,100.03333333333318,194.0 RARRES2,0.022026431718061675,0.0002339090093953452,0.3541341653666147,0.0015600530371466957,0.001611901175447814,85.31666666666659,194.0 HPGD,0.022026431718061675,0.002144165919457331,0.39547038327526135,0.004509228089325686,0.001449713727560089,95.74999999999979,194.0 DCTN4,0.022026431718061675,0.0001559393395968968,0.4274952919020716,0.0108996633752391,0.00128395601642686,103.19999999999983,194.0 IGFBP4,0.022026431718061675,3.89848348992242e-05,0.3947826086956522,0.009713711087337783,0.0013632509704350573,95.86666666666642,194.0 MFF,0.022026431718061675,0.0,0.3408408408408408,0.004096228875811768,0.0017477155857577012,82.23333333333335,194.0 DACH1,0.01762114537444934,0.0,0.39547038327526135,0.012247595910977222,0.0012236466294793802,96.06666666666649,201.0 USP25,0.01762114537444934,0.0001559393395968968,0.3975481611208406,0.005701172754661953,0.0014228905935798723,96.1166666666665,201.0 HDLBP,0.01762114537444934,0.0,0.3758278145695364,0.002941464231364201,0.0015144797378457415,90.53333333333319,201.0 EDEM3,0.01762114537444934,0.0017933024053643134,0.35974643423137875,0.0025277169199880174,0.0016867306454069334,86.6166666666666,201.0 MBTPS1,0.01762114537444934,0.0,0.37152209492635024,0.00617096742269453,0.0012124597607405824,90.03333333333316,201.0 DDOST,0.01762114537444934,0.009863163229503723,0.2951885565669701,0.0001367822212527177,0.003059852398795044,71.76666666666671,201.0 TRIP10,0.01762114537444934,7.79696697984484e-05,0.3989455184534271,0.005930039428914244,0.0012485946790440198,96.7333333333331,201.0 AK2,0.013215859030837006,0.0,0.35748031496062993,0.002730075224941928,0.0011350158367127857,85.66666666666659,209.0 C7,0.013215859030837006,3.89848348992242e-05,0.3455098934550989,0.0011419371489163335,0.0013875079963683212,82.11666666666665,209.0 CKB,0.013215859030837006,0.000584772523488363,0.38023450586264657,0.002474527712662649,0.001090817284304465,91.41666666666649,209.0 LMAN2,0.013215859030837006,0.0007796966979844841,0.2895408163265306,7.905221909768104e-05,0.002429420092874836,69.63333333333341,209.0 NUCB2,0.013215859030837006,0.0,0.3721311475409836,0.003340439472793143,0.001097361246848026,89.81666666666652,209.0 TRAF5,0.013215859030837006,0.0,0.36089030206677264,0.0028445670429493764,0.0012364749832860184,86.78333333333326,209.0 KLF9,0.013215859030837006,0.0,0.39273356401384085,0.006500876230580938,0.0009848972760082599,94.98333333333315,209.0 FRMD3,0.013215859030837006,0.00027289384429456944,0.37645107794361526,0.0017031387148436718,0.0010295580028768165,90.3666666666665,209.0 ADD3,0.013215859030837006,0.0,0.43486590038314177,0.006131653353233953,0.0009721860531102789,103.69999999999983,209.0 MYOF,0.00881057268722467,0.0,0.34446130500758726,0.0009250061316401302,0.0009616977467206831,81.44999999999997,217.0 PLEKHO1,0.00881057268722467,0.0,0.4274952919020716,0.008497003546905382,0.0009223002109529769,101.9499999999998,217.0 AGTRAP,0.00881057268722467,0.0,0.3546875,0.0022528334244474764,0.0008556076394382147,85.38333333333324,217.0 SPAG9,0.00881057268722467,0.0,0.40176991150442476,0.00789267438240264,0.0009226140563332846,96.73333333333316,217.0 SEC22B,0.00881057268722467,0.0,0.2858942065491184,8.31566216486774e-05,0.0017031029934876198,68.13333333333341,217.0 PCOLCE2,0.00881057268722467,0.0,0.35030864197530864,0.0017085202537604426,0.0009173631847529192,83.39999999999992,217.0 RIDA,0.00881057268722467,0.00881057268722467,0.31926863572433195,0.00014165769827259326,0.002705365064127373,75.00000000000006,217.0 DDAH2,0.004405286343612335,0.0,0.3157162726008345,0.0004174295659687258,0.0007922366735788262,74.40000000000008,224.5 CORO2B,0.004405286343612335,0.0,0.31837307152875177,0.00014795559298311253,0.0009034518669805434,74.3333333333334,224.5 LRRC2,0.004405286343612335,0.0,0.30675675675675673,0.00030221425416503676,0.0008015608101119446,72.76666666666677,224.5 NFASC,0.004405286343612335,0.0,0.303475935828877,0.00032303715007808074,0.0009949309678093168,71.2500000000001,224.5 UGCG,0.004405286343612335,0.0,0.24226254002134473,3.2938120278532673e-06,0.0021187966880791215,56.38333333333342,224.5 RCAN1,0.004405286343612335,0.0,0.3333333333333333,0.0013453099247935025,0.000772429145403745,79.13333333333335,224.5 NAGLU,0.004405286343612335,0.0,0.36436597110754415,0.0011112864384877762,0.0007728692498207194,86.5333333333332,224.5 AUP1,0.004405286343612335,0.0,0.22814070351758794,2.408966248606057e-06,0.00133883641488022,54.033333333333466,224.5
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Views: 158 Downloads: 14
Created: 31st May 2026 at 12:05
Last updated: 1st Jun 2026 at 18:34
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Version 1 (earliest) Created 31st May 2026 at 12:05 by Farnoush Kiyanpour
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