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Table 1 Top 20 candidate disease-related genes identified by PageRank method with significant analysis from PIN, TSN, WPIN, WTSN, for colon cancer, respectively.

From: Prediction of disease-related genes based on weighted tissue-specific networks by using DNA methylation

WTSN

WPIN

TSN

PIN

Genes

In GeneSigDB

Genes

In GeneSigDB

Genes

In GeneSigDB

Genes

In GeneSigDB

CDH1

yes

APC

yes

NR3C1

yes

UBC

no

FAS

yes

CDH1

yes

MLH1

yes

ELAVL1

yes

CD44

yes

FAS

yes

CDH1

yes

SUMO2

yes

THBS1

yes

CD44

yes

CDKN2A

yes

MYC

yes

TIMP3

yes

THBS1

yes

ATM

no

GRB2

no

GSTP1

yes

STK11

no

FAS

yes

SUMO1

yes

CREBBP

yes

GSTP1

yes

MGMT

no

SNCA

no

STK11

no

UBC

no

THBS1

yes

ESR1

yes

HDAC1

yes

ALX4

no

CD44

yes

GABARAPL2

no

UBC

no

HRK

yes

RASSF1

yes

TP53

yes

NCL

yes

TIMP3

yes

STK11

no

YWHAZ

yes

CCND1

yes

SRC

yes

DAPK1

yes

GABARAPL1

yes

PRKDC

yes

NCL

yes

CHFR

no

GABARAP

no

SFN

yes

CREBBP

yes

GSTP1

yes

TRAF6

yes

ELAVL1

yes

HDAC1

yes

UBC

no

RAD23A

yes

TGM2

yes

SFRP1

yes

TIMP3

yes

EP300

no

FYN

no

ELAVL1

yes

HSP90AA1

yes

EGFR

yes

FN1

yes

CCND1

yes

TP53

yes

SRC

yes

ACTR3

yes

PRKDC

yes

SFRP1

yes

YWHAG

yes

MMP14

yes

FYN

no

PML

yes

ESR2

no