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Table 7 LASSO-LARS FSvsNS signature

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

POU4F1

PTPRB

CLUL1

SLC38A3

PTPN14

GDF9

LCMT1-AS2

C4BPB

LINC00901

HSD11B1

HSF4

ADAMTS18

SEPT2

LOC648691

EDN2

LINC00319

DOCK4-AS1

TMEM246

PBK

LINC00964

SLC7A11

IL17RD

TBC1D29

PTPN3

NS3BP

KIAA0513

KIAA0586

IFT140

LAPTM4A

RNF144A

MATR3

RIMS3

SETD1A

CCP110

GPRASP1

USP34

SNX17

DHX38

KNTC1

HDAC9

PIEZO1

SART3

DOCK4

CEP104

VPRBP

SECISBP2L

RAB11FIP3

ZNF646

TMEM63A

UTP14C

SEMA3E

NOS1AP

GPRIN2

ARHGAP32

ACAP1

ZFYVE16

PCDHA9

KIAA0247

LZTS3

MLEC

TOX

HDAC4

FRMPD4

JADE3

KMT2B

TBKBP1

KIAA0101

STARD8

ZSCAN12

SNPH

ZNF536

FAM65B

RASSF2

RAPGEF5

SLK

KIAA0195

BCLAF1

EIF4A3

ATG13

TM9SF4

CLSTN3

KIAA0232

TBC1D5

PHACTR2

KIAA0226

ADAMTSL2

KIAA0430

MDC1

IQCB1

ZNF516

PDE4DIP

CEP135

LPIN2

DZIP3

TTLL4

SAFB2

EIF5B

IPO13

WSCD2

SDC3

  1. Gene signature obtained with Least Absolute Shrinkage and Selection Operator (with Least Angle Regression procedure) in former smokers versus never smokers case study. Gene names in bold are also present in the signatures found by RFE-SVM and Extra-Trees methods