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GWAS Study

A comprehensive genome-wide analysis of melanoma Breslow thickness identifies interaction between CDC42 and SCIN genetic variants.

Vaysse A, Fang S, Brossard M et al.

27347659 PubMed ID
GWAS Study Type
2512 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

VA
Vaysse A
FS
Fang S
BM
Brossard M
WQ
Wei Q
CW
Chen WV
MH
Mohamdi H
VL
Vincent-Fetita L
MP
Margaritte-Jeannin P
LN
Lavielle N
ME
Maubec E
LM
Lathrop M
AM
Avril MF
AC
Amos CI
LJ
Lee JE
DF
Demenais F
Chapter II

Abstract

Summary of the research findings

Breslow thickness (BT) is a major prognostic factor of cutaneous melanoma (CM), the most fatal skin cancer. The genetic component of BT has only been explored by candidate gene studies with inconsistent results. Our objective was to uncover the genetic factors underlying BT using an hypothesis-free genome-wide approach. Our analysis strategy integrated a genome-wide association study (GWAS) of single nucleotide polymorphisms (SNPs) for BT followed by pathway analysis of GWAS outcomes using the gene-set enrichment analysis (GSEA) method and epistasis analysis within BT-associated pathways. This strategy was applied to two large CM datasets with Hapmap3-imputed SNP data: the French MELARISK study for discovery (966 cases) and the MD Anderson Cancer Center study (1,546 cases) for replication. While no marginal effect of individual SNPs was revealed through GWAS, three pathways, defined by gene ontology (GO) categories were significantly enriched in genes associated with BT (false discovery rate ≤5% in both studies): hormone activity, cytokine activity and myeloid cell differentiation. Epistasis analysis, within each significant GO, identified a statistically significant interaction between CDC42 and SCIN SNPs (pmeta-int =2.2 × 10(-6) , which met the overall multiple-testing corrected threshold of 2.5 × 10(-6) ). These two SNPs (and proxies) are strongly associated with CDC42 and SCIN gene expression levels and map to regulatory elements in skin cells. This interaction has important biological relevance since CDC42 and SCIN proteins have opposite effects in actin cytoskeleton organization and dynamics, a key mechanism underlying melanoma cell migration and invasion.

966 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

2512
Total Participants
GWAS
Study Type
Yes
Replicated
1,546 European ancestry individuals
Replication Participants
European
Ancestry
France, U.S.
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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Analysis In Progress

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