Table 4 Top 20 genes selected from different integrative analysis methods in breast cancer dataset.

From: Multi-view based integrative analysis of gene expression data for identifying biomarkers

L1

LEN

SPL

Ensemble_EN

MVSPL

View1

View2

View1

View2

SNAPC5

SNAPC5

RPL7P25

GNL3LP1

SNAPC5

CASP5*

CASP5*

KPNA5

RHCG

CDK14

SNAPC5

GNL3LP1

ALOX15

GFI1B*

RHCG

ALOX15

CCNC

XYLB

XYLB

SNAPC5

ALOX15

ALOX15

CDK14

RHCG

UTRN

APOBEC1

SLC28A2*

CDK14

ANXA2P3

KPNA5

ANXA2P3

SMG8

CDK14

CDK14

UPK3A

CDK14

SMG8

MRM2

ACO1

UTRN

GFI1B*

SLC28A2*

CCNC

AHCYL1

POLR2G

AHCYL1

RPL7P25

UPK3A

TNFSF11

PCBP2

PCBP2

GNA13

CDK14

APOO

TNFSF11

RNASE2*

AHCYL1

APOO

UPK3A

APOBEC1

RHCG

CCNC

CCNC

SMG8

CCNC

ALOX15

ALOX15

AHCYL1

UBE2I*

SNAPC5

APOO

GNA13

RBBP9

SLC25A31

RIMS2

MPZL2*

PCBP2

ANAPC10

ANXA2P3

HIGD1B

SERPINB8

SMG8

PCBP2

FGGY*

SRD5A2

UTRN

NUBP2

APOO

ACO1

SETX*

MAT2A*

RPL7P25

MRM2

SMG8

KPNA5

PCBP2

NNAT*

RPL7P25

MRM2

ANAPC10

SNAPC5

RIMS2

SERPINB8

IRGQ*

NNAT*

GNA13

TRIM13

UBA5

GNA13

AKTIP

GNA13

ALDH1L1*

COX7BP1

ACO1

TNFSF11

AFDN

FA2H

RNASE2*

SENP6

NUBP2

RPL7P25

AKTIP

PCBP2

LIPC

NUBP2

IRGQ*

TRIM13

RIMS2

WWOX

RHCG

ALOX15

RETREG3*

SETX*

UTRN

BANP

PCBP2

WWOX

FOXK2

MAT2A*

FOXK2

  1. 1The genes with star (*) are the unique gene selected by MVSPL, and the common genes selected by each method are emphasized with bold.