Genomic Risk Score for Melanoma in a Prospective Study of Older Individuals

Author:

Bakshi Andrew1ORCID,Yan Mabel1,Riaz Moeen1,Polekhina Galina1ORCID,Orchard Suzanne G1ORCID,Tiller Jane1ORCID,Wolfe Rory1,Joshi Amit2,Cao Yin3ORCID,McInerney-Leo Aideen M4ORCID,Yanes Tatiane4ORCID,Janda Monika45ORCID,Soyer H Peter4,Cust Anne E6ORCID,Law Matthew H78ORCID,Gibbs Peter9,McLean Catriona9,Chan Andrew T2ORCID,McNeil John J1,Mar Victoria J110,Lacaze Paul1ORCID

Affiliation:

1. Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia

2. Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; MGH Cancer Center, Boston, MA, USA

3. Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St Louis, MO, USA; Alvin J. Siteman Cancer Center, Washington University School of Medicine, St Louis, MO, USA

4. The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, QLD, USA

5. Centre of Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia

6. Sydney School of Public Health and Melanoma Institute Australia, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia

7. Statistical Genetics Lab, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia

8. School of Biomedical Sciences, Faculty of Health, and Institute of health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland, Australia, Personalised Oncology Division, Walter and Eliza Hall Institute Medical Research and Faculty of Medicine University of Melbourne, Australia

9. Department of Anatomical Pathology, Alfred Hospital, Melbourne, Victoria, Australia

10. Victorian Melanoma Service, Alfred Health, Melbourne, Australia

Abstract

Abstract Background Recent genome-wide association meta-analysis for melanoma doubled the number of previously identified variants. We assessed the performance of an updated polygenic risk score (PRS) in a population of older individuals, where melanoma incidence and cumulative ultraviolet radiation exposure is greatest. Methods We assessed a PRS for cutaneous melanoma comprising 55 variants in a prospective study of 12 712 individuals in the ASPirin in Reducing Events in the Elderly Trial. We evaluated incident melanomas diagnosed during the trial and prevalent melanomas diagnosed preenrolment (self-reported). Multivariable models examined associations between PRS as a continuous variable (per SD) and categorical (low-risk [0%-20%], medium-risk [21%-80%], high-risk [81%-100%] groups) with incident melanoma. Logistic regression examined the association between PRS and prevalent melanoma. Results At baseline, mean participant age was 75 years; 55.0% were female, and 528 (4.2%) had prevalent melanomas. During follow-up (median = 4.7 years), 120 (1.0%) incident cutaneous melanomas occurred, 98 of which were in participants with no history. PRS was associated with incident melanoma (hazard ratio = 1.46 per SD, 95% confidence interval [CI] = 1.20 to 1.77) and prevalent melanoma (odds ratio [OR] = 1.55 per SD, 95% CI = 1.42 to 1.69). Participants in the highest-risk PRS group had increased risk compared with the low-risk group for incident melanoma (OR = 2.51, 95% CI = 1.28 to 4.92) and prevalent melanoma (OR = 3.66, 95% CI = 2.69 to 5.05). When stratifying by sex, only males had an association between the PRS and incident melanoma, whereas both sexes had an association between the PRS and prevalent melanoma. Conclusions A genomic risk score is associated with melanoma risk in older individuals and may contribute to targeted surveillance.

Funder

ASPREE

Commonwealth Scientific and Industrial Research Organisation

Monash University, Menzies Research Institute

Australian National University

University of Melbourne

National Institute on Aging and the National Cancer Institute at the National Institutes of Health

National Health and Medical Research Council of Australia

Monash University and the Victorian Cancer Agency

NHMRC Career Development Fellowship

NHMRC MRFF Next Generation Clinical Researchers Program Practitioner Fellowship

NHMRC Early Career Fellowship

National Heart Foundation Future Leader Fellowship

Publisher

Oxford University Press (OUP)

Subject

Cancer Research,Oncology

Reference44 articles.

1. Age and gender are significant independent predictors of survival in primary cutaneous melanoma;Lasithiotakis;Cancer,2008

2. Malignant melanoma in the elderly: different regional disease and poorer prognosis;Macdonald;J Cancer,2011

3. Cutaneous melanoma: from pathogenesis to therapy (review);Leonardi;Int J Oncol,2018

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