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GWAS Study

Germline variants are associated with increased primary melanoma tumor thickness at diagnosis.

Mangantig E, MacGregor S, Iles MM et al.

33410475 PubMed ID
GWAS Study Type
8505 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

ME
Mangantig E
MS
MacGregor S
IM
Iles MM
SR
Scolyer RA
CA
Cust AE
HN
Hayward NK
MG
Montgomery GW
DD
Duffy DL
TJ
Thompson JF
HA
Henders A
BL
Bowdler L
RC
Rowe C
CG
Cadby G
MG
Mann GJ
WD
Whiteman DC
LG
Long GV
WS
Ward SV
KK
Khosrotehrani K
BJ
Barrett JH
LM
Law MH
Chapter II

Abstract

Summary of the research findings

Germline genetic variants have been identified, which predispose individuals and families to develop melanoma. Tumor thickness is the strongest predictor of outcome for clinically localized primary melanoma patients. We sought to determine whether there is a heritable genetic contribution to variation in tumor thickness. If confirmed, this will justify the search for specific genetic variants influencing tumor thickness. To address this, we estimated the proportion of variation in tumor thickness attributable to genome-wide genetic variation (variant-based heritability) using unrelated patients with measured primary cutaneous melanoma thickness. As a secondary analysis, we conducted a genome-wide association study (GWAS) of tumor thickness. The analyses utilized 10 604 individuals with primary cutaneous melanoma drawn from nine GWAS datasets from eight cohorts recruited from the general population, primary care and melanoma treatment centers. Following quality control and filtering to unrelated individuals with study phenotypes, 8125 patients were used in the primary analysis to test whether tumor thickness is heritable. An expanded set of 8505 individuals (47.6% female) were analyzed for the secondary GWAS meta-analysis. Analyses were adjusted for participant age, sex, cohort and ancestry. We found that 26.6% (SE 11.9%, P = 0.0128) of variation in tumor thickness is attributable to genome-wide genetic variation. While requiring replication, a chromosome 11 locus was associated (P < 5 × 10-8) with tumor thickness. Our work indicates that sufficiently large datasets will enable the discovery of genetic variants associated with greater tumor thickness, and this will lead to the identification of host biological processes influencing melanoma growth and invasion.

8,505 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

8505
Total Participants
GWAS
Study Type
No
Replicated
European
Ancestry
U.K., U.S., Australia
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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