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Table 2 RFE-SVM SvsNCS signature

From: Ensemble of rankers for efficient gene signature extraction in smoke exposure classification

AHRR

LRRN3

SASH1

CDKN1C

SEMA6B

RAD52

FSTL1

DSC2

SYCE1L

TMEM163

CRACR2B

MOG

ZP4

KIT

P2RY6

AK8

PLA2G4C

MIR4697HG

SPAG6

ZNF618

CLEC10A

COL5A1

B3GALT2

TREM2

TYR

MMP3

LHX8

KCNJ2-AS1

ST6GALNAC1

SCIN

SPRY2

ADRA2A

GCNT3

PTGFR

PACRG-AS1

LINC00599

NR4A1

CHI3L1

TPPP3

SLC25A20

NT5C1A

TCEB3B

BMP7

FANK1

TMTC1

FGD5

APCDD1L

GYS2

TIMM8A

PID1

SHISA6

MYO1E

ADIRF-AS1

CTTNBP2

H19

P2RY12

DSTNP2

MAGI2-AS3

VSIG4

NR4A2

ICA1L

GFRA2

GSE1

NPIPB15

ZFP64

AFF3

FOXC2

CCR10

ARHGAP32

GPR15

RRNAD1

NOP9

HYPM

PTGFRN

SLC25A27

C3orf65

ZMYND12

TM4SF4

C6orf10

DUSP4

FUCA1

PALLD

ETNPPL

HMGCS2

LMOD3

EFNB1

FABP4

WNT2

FAM187B

LINC01270

PRKG2

NMNAT2

CYP4A11

FAM19A2

S1PR5

LINC00544

LRPAP1

CTSV

LOC200772

THBS2

  1. Gene signature obtained with Recursive Feature ith SVM in in smokers versus non-current smoker case study. Gene names in bold are also present in the signatures found by Extra-Trees and LASSO-LARS methods