Source: ALL
Gene UniProt Gene Full Name Protein Class N. diseases g DSI g DPI g pLI Score gda EL gda EI gda N. PMIDs N. SNPs gda First Ref. Last Ref.
Entrez Id: 3265
Gene Symbol: HRAS
HRAS 		P01112 HRas proto-oncogene, GTPase Enzyme modulator 698 0.378 0.885 8.0E-02 0.200 None 1.000 1 0 1988 1988
Entrez Id: 174
Gene Symbol: AFP
AFP 		P02771 alpha fetoprotein Transporter 392 0.429 0.885 1.1E-11 0.100 None 0.962 53 2 2001 2020
Entrez Id: 1499
Gene Symbol: CTNNB1
CTNNB1 		P35222 catenin beta 1 1368 0.303 0.885 1.00 0.100 None 1.000 41 0 2001 2019
Entrez Id: 7157
Gene Symbol: TP53
TP53 		P04637 tumor protein p53 Transcription factor 2494 0.236 0.962 0.53 0.100 None 1.000 34 4 1993 2019
Entrez Id: 8842
Gene Symbol: PROM1
PROM1 		O43490 prominin 1 Transporter 477 0.410 0.846 1.9E-22 0.100 None 1.000 28 0 2010 2020
Entrez Id: 10413
Gene Symbol: YAP1
YAP1 		P46937 Yes associated protein 1 Enzyme modulator 374 0.432 0.808 1.00 0.100 None 1.000 20 0 2012 2019
Entrez Id: 6774
Gene Symbol: STAT3
STAT3 		P40763 signal transducer and activator of transcription 3 Nucleic acid binding 1193 0.320 0.923 1.00 0.100 None 1.000 20 1 2008 2019
Entrez Id: 207
Gene Symbol: AKT1
AKT1 		P31749 AKT serine/threonine kinase 1 Kinase 1250 0.311 0.962 0.98 0.100 None 1.000 19 0 2011 2019
Entrez Id: 2719
Gene Symbol: GPC3
GPC3 		P51654 glypican 3 311 0.466 0.808 1.00 0.100 None 1.000 18 0 2008 2020
Entrez Id: 5728
Gene Symbol: PTEN
PTEN 		P60484 phosphatase and tensin homolog Enzyme 1349 0.305 0.923 0.26 0.100 None 1.000 17 2 2004 2019
Entrez Id: 7422
Gene Symbol: VEGFA
VEGFA 		P15692 vascular endothelial growth factor A Signaling 1899 0.266 0.923 2.4E-05 0.100 None 1.000 17 0 2005 2019
Entrez Id: 5290
Gene Symbol: PIK3CA
PIK3CA 		P42336 phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha Kinase 1511 0.292 0.923 1.00 0.100 None 1.000 16 0 2008 2020
Entrez Id: 10395
Gene Symbol: DLC1
DLC1 		Q96QB1 DLC1 Rho GTPase activating protein 144 0.529 0.731 1.00 0.100 None 1.000 15 3 1998 2018
Entrez Id: 406906
Gene Symbol: MIR122
MIR122 		microRNA 122 250 0.468 0.808 0.100 None 1.000 15 0 2009 2019
Entrez Id: 5294
Gene Symbol: PIK3CG
PIK3CG 		P48736 phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit gamma Kinase 1101 0.320 0.885 1.4E-06 0.100 None 1.000 15 0 2010 2020
Entrez Id: 5291
Gene Symbol: PIK3CB
PIK3CB 		P42338 phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta Kinase 1083 0.322 0.885 1.00 0.100 None 1.000 14 0 2010 2020
Entrez Id: 5293
Gene Symbol: PIK3CD
PIK3CD 		O00329 phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit delta Kinase 1119 0.319 0.885 1.00 0.100 None 1.000 14 0 2010 2020
Entrez Id: 960
Gene Symbol: CD44
CD44 		P16070 CD44 molecule (Indian blood group) 711 0.363 0.962 2.4E-07 0.100 None 1.000 14 1 2012 2019
Entrez Id: 3091
Gene Symbol: HIF1A
HIF1A 		Q16665 hypoxia inducible factor 1 subunit alpha Transcription factor 1044 0.327 0.923 0.98 0.100 None 1.000 13 0 2011 2019
Entrez Id: 4072
Gene Symbol: EPCAM
EPCAM 		P16422 epithelial cell adhesion molecule 328 0.451 0.885 1.3E-07 0.100 None 1.000 13 0 2007 2020
Entrez Id: 8743
Gene Symbol: TNFSF10
TNFSF10 		P50591 TNF superfamily member 10 Signaling 445 0.413 0.885 0.13 0.100 None 1.000 11 0 2004 2019
Entrez Id: 213
Gene Symbol: ALB
ALB 		P02768 albumin Transporter 1198 0.317 0.962 0.64 0.100 None 1.000 10 0 2001 2020
Entrez Id: 406991
Gene Symbol: MIR21
MIR21 		microRNA 21 726 0.363 0.846 0.090 None 0.889 9 0 2013 2019
Entrez Id: 4609
Gene Symbol: MYC
MYC 		P01106 MYC proto-oncogene, bHLH transcription factor Transcription factor 821 0.344 0.923 1.00 0.090 None 1.000 9 0 2012 2019
Entrez Id: 5243
Gene Symbol: ABCB1
ABCB1 		P08183 ATP binding cassette subfamily B member 1 Transporter 933 0.344 0.885 1.3E-05 0.090 None 1.000 9 0 1994 2020