,,,TCGA,TCGA.p,Validation,Validation
Ligand,Receptor,Evidence,Correlation,pvalue,Correlation,pvalue
CXCL9,CXCR3,hsa04060,0.512471238,0,0.643909249,0
CXCL10,CXCR3,hsa04060,0.306626398,2.07E-12,0.470161934,0
CXCL11,CXCR3,hsa04060,0.354807913,2.22E-16,0.473612285,0
CCL17,CCR4,hsa04060,0.237969444,6.60E-08,0.226725394,2.99E-07
CCL22,CCR4,hsa04060,0.230039102,1.82E-07,0.30429328,3.58E-12
CCL19,CCR7,hsa04060,0.63010212,0,0.797178181,0
CCL21,CCR7,hsa04060,0.304666854,2.90E-12,0.456071827,0
CCL2,CCR2,hsa04060,0.283200676,9.89E-11,0.527086882,0
CCL13,CCR2,hsa04060,0.38473286,0,0.571778893,0
CCL7,CCR2,hsa04060,0.288177439,4.48E-11,0.331703343,2.62E-14
CCL7,CCR1,hsa04060,0.403722705,0,0.457849391,0
CCL5,CCR5,hsa04060,0.80219589,0,0.911827798,0
CCL5,CCR1,hsa04060,0.676808056,0,0.735734361,0
CCL23,CCR1,hsa04060,0.200679847,5.74E-06,0.471696616,0
PDGFC,PDGFRA,hsa04060,0.409281615,0,0.435863139,0
PDGFA,PDGFRA,hsa04060,0.236604703,7.89E-08,0.271538616,6.70E-10
PDGFB,PDGFRA,hsa04060,0.194513031,1.11E-05,0.294872082,1.73E-11
PDGFB,PDGFRB,hsa04060,0.294244556,1.67E-11,0.41503135,0
PLEKHO2,PDGFRB,hsa04060,0.172319034,0.000102671,0.42250897,0
VEGFA,FLT1,hsa04060,0.52196114,0,0.350986559,4.44E-16
VEGFA,KDR,hsa04060,0.290280525,3.19E-11,0.269822685,8.66E-10
CSF1,CSF1R,hsa04060,0.622125669,0,0.595017909,0
TNFSF14,TNFRSF14,hsa04060,0.183681884,3.40E-05,0.4550579,0
CXCL12,CXCR7,hsa04060,0.262150939,2.38E-09,0.293036207,2.34E-11
CD58,CD2,hsa04514,0.275642654,3.20E-10,0.411041615,0
CD86,CTLA4,hsa04514,0.223680697,4.01E-07,0.559625904,0
HLA-A,CD8A,hsa04514,0.489974841,0,0.567593331,0
SELPLG,SELP,hsa04514,0.311864261,8.29E-13,0.477513449,0
JAM2,JAM3,hsa04514,0.275265577,3.39E-10,0.484339049,0
PVRL2,PVRL3,hsa04514,0.256307469,5.48E-09,0.215670448,1.13E-06
COL1A1,CD44,hsa04512,0.273069947,4.73E-10,0.279406257,2.03E-10
FN1,CD44,hsa04512,0.410656199,0,0.429462118,0
COL1A1,SDC1,hsa04512,0.34670757,1.33E-15,0.42129463,0
FN1,SDC1,hsa04512,0.291882514,2.46E-11,0.382333923,0
COMP,SDC1,hsa04512,0.275072922,3.49E-10,0.394306314,0
TNC,SDC1,hsa04512,0.2200037,6.26E-07,0.281451185,1.48E-10
COMP,CD36,hsa04512,0.326276932,6.11E-14,0.423447884,0
JAG1,NOTCH1,DLRP,0.330644387,2.71E-14,0.384890181,0
JAG1,NOTCH3,DLRP,0.353536727,4.44E-16,0.235013924,1.06E-07
JAG2,NOTCH1,DLRP,0.239580026,5.35E-08,0.336297336,1.11E-14
EFNA2,EPHA5,DLRP,0.272060972,5.51E-10,0.191855576,1.56E-05
EFNB1,EPHB3,DLRP,0.195156775,1.04E-05,0.286090616,7.13E-11
EFNB2,EPHB3,DLRP,0.19500832,1.06E-05,0.283902111,1.01E-10
EFNB2,EPHA4,DLRP,0.326317694,6.06E-14,0.242279641,4.11E-08
IL7,IL7R,DLRP,0.222448971,4.66E-07,0.433291137,0
IL7,IL2RG,DLRP,0.281519966,1.29E-10,0.504851662,0
IL15,IL15RA,DLRP,0.603376897,0,0.672662861,0
IL15,IL2RB,DLRP,0.632022508,0,0.686078753,0
IL15,IL2RG,DLRP,0.518393245,0,0.544712992,0
IL10,IL10RA,DLRP,0.331660137,2.22E-14,0.532841056,0
IL16,CD4,DLRP,0.552555289,0,0.500521983,0
FGF9,FGFR1,DLRP,0.321691742,1.42E-13,0.225803614,3.35E-07
FGF17,FGFR1,DLRP,0.288203742,4.46E-11,0.236424731,8.82E-08
FGF18,FGFR3,DLRP,0.286370357,5.98E-11,0.201506525,5.59E-06
VEGFC,KDR,DLRP,0.183553575,3.45E-05,0.361420662,0
TGFA,EGFR,DLRP,0.218171406,7.79E-07,0.200843473,6.01E-06
LIF,IL6ST,DLRP,0.270724177,6.73E-10,0.387110548,0
TGFB1,TGFBR2,DLRP,0.245971744,2.28E-08,0.486991584,0
TGFB3,TGFBR2,DLRP,0.237786073,6.76E-08,0.467836275,0
BMP7,BMPR1A,DLRP,0.301066624,5.35E-12,0.200740678,6.08E-06
BMP7,ACVR2B,DLRP,0.19440008,1.13E-05,0.18744287,2.46E-05
INHBA,ACVR1,DLRP,0.237995212,6.58E-08,0.383431605,0
INHBA,ACVR1B,DLRP,-0.193275437,1.27E-05,-0.239038553,6.29E-08
INHBA,ACVR2B,DLRP,-0.210154013,1.99E-06,-0.356153986,2.12E-16
INHBB,ACVR1,DLRP,0.182250166,3.93E-05,0.202503545,5.02E-06
CCL11,CXCR3,DLRP,0.170954996,0.000116688,0.378583179,0
CCL4,CCR5,DLRP,0.687365696,0,0.739500926,0
CCL5,DARC,DLRP,0.17742157,6.31E-05,0.380816592,0
CCL8,CCR2,DLRP,0.3545992,2.22E-16,0.554554291,0
CCL8,CCR5,DLRP,0.550728331,0,0.647912277,0
CCL8,CCR1,DLRP,0.703926643,0,0.707132354,0
CCL7,CCR5,DLRP,0.343773912,2.22E-15,0.356790113,2.22E-16
CCL13,CCR1,DLRP,0.291145774,2.77E-11,0.454186238,0
CCL13,CCR5,DLRP,0.299141099,7.39E-12,0.471334013,0
PPBP,DARC,DLRP,0.190435749,1.71E-05,0.255717119,6.62E-09
IL17A,IL17RC,DLRP,0.186854442,2.47E-05,0.268564396,1.04E-09
JAM2,F11R,hsa04514,-0.239759877,5.23E-08,-0.373973979,4.82E-18