Journal Article

Higher polygenic risk for melanoma is associated with improved survival in a high ultraviolet radiation setting

Saw, Robyn P. M., Thompson, John F., Iles, Mark M., Bishop, D. Timothy, Law, Matthew H., Spillane, Andrew J., Lo, Serigne N., Landi, Maria Teresa, Seviiri, Mathias, Olsen, Catherine M., Nieweg, Omgo E., Scolyer, Richard A., Gordon, Scott D., MacGregor, Stuart, Stretch, Johnathan R., Shannon, Kerwin F., Whiteman, David C., Newton-Bishop, Julia A., Long, Georgina V.

2022

Overview

Background The role of germline genetic factors in determining survival from cutaneous melanoma (CM) is not well understood. Objective To perform a genome-wide association study (GWAS) meta-analysis of melanoma-specific survival (MSS), and test whether a CM-susceptibility polygenic risk score (PRS) is associated with MSS. Methods We conducted two Cox proportional-hazard GWAS of MSS using data from the Melanoma Institute Australia, a high ultraviolet (UV) radiation setting (MIA; 5,762 patients with melanoma; 800 melanoma deaths) and UK Biobank (UKB: 5,220 patients with melanoma; 241 melanoma deaths), and combined them in a fixed-effects meta-analysis. Significant (P < 5 × 10–8) results were investigated in the Leeds Melanoma Cohort (LMC; 1,947 patients with melanoma; 370 melanoma deaths). We also developed a CM-susceptibility PRS using a large independent GWAS meta-analysis (23,913 cases, 342,870 controls). The PRS was tested for an association with MSS in the MIA and UKB cohorts. Results Two loci were significantly associated with MSS in the meta-analysis of MIA and UKB with lead SNPs rs41309643 (G allele frequency 1.6%, HR = 2.09, 95%CI = 1.61–2.71, P = 2.08 × 10–8) on chromosome 1, and rs75682113 (C allele frequency 1.8%, HR = 2.38, 95%CI = 1.77–3.21, P = 1.07 × 10–8) on chromosome 7. While neither SNP replicated in the LMC, rs75682113 was significantly associated in the combined discovery and replication sets. After adjusting for age at diagnosis, sex and the first ten principal components, a one standard deviation increase in the CM-susceptibility PRS was associated with improved MSS in the discovery meta-analysis (HR = 0.88, 95% CI = 0.83–0.94, P = 6.93 × 10–5; I2 = 88%). However, this was only driven by the high UV setting cohort (MIA HR = 0.84, 95% CI = 0.78–0.90). Conclusion We found two loci potentially associated with MSS. Increased genetic susceptibility to develop CM is associated with improved MSS in a high UV setting.

• Publisher: BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
• Subject: Alleles / Biobanks / Biomedical and Life Sciences / Biomedicine / Cardiovascular disease / Chromosome 1 / Chromosome 7 / Combination strategies / Consortia / Ethics / Gene frequency / Genetic aspects / Genetic factors / Genetic Predisposition to Disease / Genome-wide association studies / Genome-Wide Association Study / Genomes / Genotype & phenotype / Haplotypes / Health aspects / Health risk assessment / Humans / Influence / Informed consent / Medical prognosis / Medicine/Public Health / Melanoma / Melanoma - genetics / Melanoma, Cutaneous Malignant / Melanoma-specific survival / Meta-analysis / Multifactorial traits / Polygenic risk score / Polymorphism, Single Nucleotide - genetics / Population / Prognosis / Quality control / Risk factors / Single-nucleotide polymorphism / Skin cancer / Skin Neoplasms - genetics / Survival / Susceptibility / Ultraviolet radiation / Ultraviolet Rays