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Table 5 The highest-ranked selected 10 genes were found by the sparse logistic regression methods from the lung cancer dataset

From: A novel meta-analysis based on data augmentation and elastic data shared lasso regularization for gene expression

Rank

Lasso

Elastic Net

HLR

SGL

Meta-Lasso

DSL

DA-DSL-\({\mathrm{L}}_{2}\)

1

PRKAR2B

PVALB

HTRA1

BFSP1

PLSCR1

ATIC

ACAP2

2

PMM2

AMDHD2

C6orf47

PMM2

DSC2

BANK1

NTRK1

3

ARHGAP10

SLC11A2

CD177

P2RY10

TOR4A

CD96

SIAH2

4

PKM

HTRA1

COL17A1

ARHGAP10

P2RY10

NTRK1

VWF

5

PRLR

PKM

ARL17A

PKM

EPB41L2

HP

ECHDC3

6

INA

ELOVL4

IL3

CDR1

NTRK1

ECHDC3

EGR1

7

CYP51A1

CDR1

CNTNAP2

PRLR

PRKAB2

RNASE2

VTI1B

8

NLRP2

HP

VIP

GPALPP1

PRLR

S100A12

CD74

9

CDR1

NLRP2

SERPINA7

NLRP2

GPALPP1

CD74

MAPK4

10

P2RY10

P2RY10

C2orf54

CYP51A1

CD74

VPREB3

METTL9