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GWAS Study

Comprehensive functional annotation of susceptibility variants identifies genetic heterogeneity between lung adenocarcinoma and squamous cell carcinoma.

Qin N, Li Y, Wang C et al.

32889700 PubMed ID
GWAS Study Type
42936 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

QN
Qin N
LY
Li Y
WC
Wang C
ZM
Zhu M
DJ
Dai J
HT
Hong T
AD
Albanes D
LS
Lam S
TA
Tardon A
CC
Chen C
GG
Goodman G
BS
Bojesen SE
LM
Landi MT
JM
Johansson M
RA
Risch A
WH
Wichmann HE
BH
Bickeboller H
RG
Rennert G
AS
Arnold S
BP
Brennan P
FJ
Field JK
SS
Shete S
LM
Le Marchand L
MO
Melander O
BH
Brunnstrom H
LG
Liu G
HR
Hung RJ
AA
Andrew A
KL
Kiemeney LA
ZS
Zienolddiny S
GK
Grankvist K
JM
Johansson M
CN
Caporaso N
WP
Woll P
LP
Lazarus P
SM
Schabath MB
AM
Aldrich MC
SV
Stevens VL
JG
Jin G
CD
Christiani DC
HZ
Hu Z
AC
Amos CI
MH
Ma H
SH
Shen H
Chapter II

Abstract

Summary of the research findings

Although genome-wide association studies have identified more than eighty genetic variants associated with non-small cell lung cancer (NSCLC) risk, biological mechanisms of these variants remain largely unknown. By integrating a large-scale genotype data of 15 581 lung adenocarcinoma (AD) cases, 8350 squamous cell carcinoma (SqCC) cases, and 27 355 controls, as well as multiple transcriptome and epigenomic databases, we conducted histology-specific meta-analyses and functional annotations of both reported and novel susceptibility variants. We identified 3064 credible risk variants for NSCLC, which were overrepresented in enhancer-like and promoter-like histone modification peaks as well as DNase I hypersensitive sites. Transcription factor enrichment analysis revealed that USF1 was AD-specific while CREB1 was SqCC-specific. Functional annotation and gene-based analysis implicated 894 target genes, including 274 specifics for AD and 123 for SqCC, which were overrepresented in somatic driver genes (ER = 1.95, P = 0.005). Pathway enrichment analysis and Gene-Set Enrichment Analysis revealed that AD genes were primarily involved in immune-related pathways, while SqCC genes were homologous recombination deficiency related. Our results illustrate the molecular basis of both well-studied and new susceptibility loci of NSCLC, providing not only novel insights into the genetic heterogeneity between AD and SqCC but also a set of plausible gene targets for post-GWAS functional experiments.

15,581 Chinese or European ancestry cases, 27,355 Chinese or European ancestry controls

Chapter III

Study Statistics

Key metrics and study information

42936
Total Participants
GWAS
Study Type
No
Replicated
East Asian, European
Ancestry
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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