Table 5 Top 20 genes selected from different integrative analysis methods in lung 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

HTN3

HTN3

HTN3

HTN3

MYH1

OR1G1

HTN3

MYH1

MYH1

MYH1

MYH1

HTN3

HTN3

OR1G1

DCC

DCC

DCC

DCC

DCC

MYH1

GH2

RBM15B

TRBV10-2

TRBV10-2

TRBV10-2

RBM15B

GH2

MYH1

TRBV10-2

TRPC3

GH2

TRPC3

TRBV10-2

MASP1

MLNR*

TRPC3

RBM15B

NEUROG1

GH2

NEUROG1

TRBV10-2

TRBV10-2

KLHL21

GH2

PITPNA

RBM15B

OR1G1

ZNF107

ZNF107

TRAM2

NEUROG1

TRPC3

NEUROG1

TRPC3

TRPC3

DCC

NEUROG1

TRAM2

OR1G1

PITPNA

KLHL21

MLNR*

PHEX

GGT5

GGT5

RBM15B

TRAM2

EXD3

GGT5

IGHE*

GH2

PITPNA

MASP1

GGT5

GGT5

KLHL21

FAM120C*

EXD3

EXD3

TRAM2

EXD3

TRAM2

ZNF254*

KLHL21

TTN

ZNF107

GGT5

ZNF107

CARHSP1

PHEX

GGT5

ZNF107

KLHL21

OR12D3

KLHL21

PITPNA

DCC

FAF2*

CARHSP1

TTN

EXD3

OR1G1

GH2

TMX2

ADAM3A*

PITPNA

OR12D3

ZNF107

TTN

TMX2

CARHSP1

BRD7P3*

MFSD11

OR1G1

PHEX

OR12D3

PHEX

TTN

MFSD11

PHEX

PHEX

TTN

PHEX

ZNF107

MFSD11

TRPC3

TMX2

MFSD11

KLHL21

MFSD11

MFSD11

IGHE*

AMELX*

LRCH1

CARHSP1

CAMSAP1

CARHSP1

TTN

RPL10L*

MASP1

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