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Dalmasso B, Pastorino L, Nathan V, Shah NN, Palmer JM, Howlie M, Johansson PA, Freedman ND, Carter BD, Beane-Freeman L, Hicks B, Molven A, Helgadottir H, Sankar A, Tsao H, Stratigos AJ, Helsing P, Van Doorn R, Gruis NA, Visser M, Wadt KAW, Mann G, Holland EA, Nagore E, Potrony M, Puig S, Menin C, Peris K, Fargnoli MC, Calista D, Soufir N, Harland M, Bishop T, Kanetsky PA, Elder DE, Andreotti V, Vanni I, Bruno W, Höiom V, Tucker MA, Yang XR, Andresen PA, Adams DJ, Landi MT, Hayward NK, Goldstein AM, Ghiorzo P. Germline ATM variants predispose to melanoma: a joint analysis across the GenoMEL and MelaNostrum consortia. Genet Med 2021; 23:2087-2095. [PMID: 34262154 PMCID: PMC8553617 DOI: 10.1038/s41436-021-01240-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 01/12/2023] Open
Abstract
PURPOSE Ataxia-Telangiectasia Mutated (ATM) has been implicated in the risk of several cancers, but establishing a causal relationship is often challenging. Although ATM single-nucleotide polymorphisms have been linked to melanoma, few functional alleles have been identified. Therefore, ATM impact on melanoma predisposition is unclear. METHODS From 22 American, Australian, and European sites, we collected 2,104 familial, multiple primary (MPM), and sporadic melanoma cases who underwent ATM genotyping via panel, exome, or genome sequencing, and compared the allele frequency (AF) of selected ATM variants classified as loss-of-function (LOF) and variants of uncertain significance (VUS) between this cohort and the gnomAD non-Finnish European (NFE) data set. RESULTS LOF variants were more represented in our study cohort than in gnomAD NFE, both in all (AF = 0.005 and 0.002, OR = 2.6, 95% CI = 1.56-4.11, p < 0.01), and familial + MPM cases (AF = 0.0054 and 0.002, OR = 2.97, p < 0.01). Similarly, VUS were enriched in all (AF = 0.046 and 0.033, OR = 1.41, 95% CI = 1.6-5.09, p < 0.01) and familial + MPM cases (AF = 0.053 and 0.033, OR = 1.63, p < 0.01). In a case-control comparison of two centers that provided 1,446 controls, LOF and VUS were enriched in familial + MPM cases (p = 0.027, p = 0.018). CONCLUSION This study, describing the largest multicenter melanoma cohort investigated for ATM germline variants, supports the role of ATM as a melanoma predisposition gene, with LOF variants suggesting a moderate-risk.
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Affiliation(s)
- B Dalmasso
- IRCCS Ospedale Policlinico San Martino, Genetics of Rare Cancers, Genoa, Italy.
- Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy.
| | - L Pastorino
- IRCCS Ospedale Policlinico San Martino, Genetics of Rare Cancers, Genoa, Italy
- Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - V Nathan
- Oncogenomics Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - N N Shah
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - J M Palmer
- Oncogenomics Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - M Howlie
- Oncogenomics Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - P A Johansson
- Oncogenomics Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - N D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - B D Carter
- American Cancer Society, Atlanta, GA, USA
| | - L Beane-Freeman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - B Hicks
- Cancer Genomics Research Laboratory, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - A Molven
- Gade Laboratory for Pathology, Department of Clinical Medicine, University of Bergen, Bergen, Norway
- Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - H Helgadottir
- Department of Oncology Pathology, Karolinska Institutet and Karolinska University Hospital Solna, Stockholm, Sweden
| | - A Sankar
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
| | - H Tsao
- Wellman Center for Photomedicine, Department of Dermatology, MGH Cancer Center, Massachusetts General Hospital, Boston, MA, USA
| | - A J Stratigos
- First Department of Dermatology-Venereology, Andreas Sygros Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - P Helsing
- Department of Dermatology, Oslo University Hospital, Oslo, Norway
| | - R Van Doorn
- Department Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - N A Gruis
- Department Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - M Visser
- Department Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - K A W Wadt
- Department of Clinical Genetics, University Hospital of Copenhagen, Copenhagen, Denmark
| | - G Mann
- Centre for Cancer Research, Westmead Institute for Medical Research, University of Sydney, Westmead, Australia
| | - E A Holland
- Centre for Cancer Research, Westmead Institute for Medical Research, University of Sydney, Westmead, Australia
| | - E Nagore
- Department of Dermatology, Instituto Valenciano de Oncologia, Valencia, Spain
| | - M Potrony
- Biochemistry and Molecular Genetics Department, Melanoma Unit, Hospital Clínic de Barcelona, IDIBAPS, Universitat de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Barcelona, Spain
| | - S Puig
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Barcelona, Spain
- Dermatology Department, Melanoma Unit, HospitalClínic de Barcelona, IDIBAPS, Universitat de Barcelona, Barcelona, Spain
| | - C Menin
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - K Peris
- Institute of Dermatology, Catholic University of the Sacred Heart, Rome, Italy
- Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
| | - M C Fargnoli
- Dermatology, Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - D Calista
- Dermatology Unit, Maurizio Bufalini Hospital, Cesena, Italy
| | - N Soufir
- Dépatement de Génétique Moléculaire, Hôpital Bichat-Claude Bernard, Paris, France
| | - M Harland
- Section of Epidemiology and Biostatistics, Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - T Bishop
- Section of Epidemiology and Biostatistics, Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - P A Kanetsky
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - D E Elder
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - V Andreotti
- IRCCS Ospedale Policlinico San Martino, Genetics of Rare Cancers, Genoa, Italy
- Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - I Vanni
- IRCCS Ospedale Policlinico San Martino, Genetics of Rare Cancers, Genoa, Italy
- Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - W Bruno
- IRCCS Ospedale Policlinico San Martino, Genetics of Rare Cancers, Genoa, Italy
- Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - V Höiom
- Department of Oncology Pathology, Karolinska Institutet and Karolinska University Hospital Solna, Stockholm, Sweden
| | - M A Tucker
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - X R Yang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - P A Andresen
- Department of Pathology, Oslo University Hospital, Oslo, Norway
| | - D J Adams
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
| | - M T Landi
- Divison of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - N K Hayward
- Oncogenomics Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - A M Goldstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - P Ghiorzo
- IRCCS Ospedale Policlinico San Martino, Genetics of Rare Cancers, Genoa, Italy
- Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
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Tagliabue E, Fargnoli MC, Gandini S, Maisonneuve P, Liu F, Kayser M, Nijsten T, Han J, Kumar R, Gruis NA, Ferrucci L, Branicki W, Dwyer T, Blizzard L, Helsing P, Autier P, García-Borrón JC, Kanetsky PA, Landi MT, Little J, Newton-Bishop J, Sera F, Raimondi S. MC1R gene variants and non-melanoma skin cancer: a pooled-analysis from the M-SKIP project. Br J Cancer 2015; 113:354-63. [PMID: 26103569 PMCID: PMC4506395 DOI: 10.1038/bjc.2015.231] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Revised: 05/18/2015] [Accepted: 05/27/2015] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND The melanocortin-1-receptor (MC1R) gene regulates human pigmentation and is highly polymorphic in populations of European origins. The aims of this study were to evaluate the association between MC1R variants and the risk of non-melanoma skin cancer (NMSC), and to investigate whether risk estimates differed by phenotypic characteristics. METHODS Data on 3527 NMSC cases and 9391 controls were gathered through the M-SKIP Project, an international pooled-analysis on MC1R, skin cancer and phenotypic characteristics. We calculated summary odds ratios (SOR) with random-effect models, and performed stratified analyses. RESULTS Subjects carrying at least one MC1R variant had an increased risk of NMSC overall, basal cell carcinoma (BCC) and squamous cell carcinoma (SCC): SOR (95%CI) were 1.48 (1.24-1.76), 1.39 (1.15-1.69) and 1.61 (1.35-1.91), respectively. All of the investigated variants showed positive associations with NMSC, with consistent significant results obtained for V60L, D84E, V92M, R151C, R160W, R163Q and D294H: SOR (95%CI) ranged from 1.42 (1.19-1.70) for V60L to 2.66 (1.06-6.65) for D84E variant. In stratified analysis, there was no consistent pattern of association between MC1R and NMSC by skin type, but we consistently observed higher SORs for subjects without red hair. CONCLUSIONS Our pooled-analysis highlighted a role of MC1R variants in NMSC development and suggested an effect modification by red hair colour phenotype.
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Affiliation(s)
- E Tagliabue
- Division of Epidemiology and Biostatistics, European Institute of Oncology, Via Ripamonti 435, Milan 20141, Italy
| | - M C Fargnoli
- Department of Dermatology, University of L'Aquila, 47100 L'Aquila, Italy
| | - S Gandini
- Division of Epidemiology and Biostatistics, European Institute of Oncology, Via Ripamonti 435, Milan 20141, Italy
| | - P Maisonneuve
- Division of Epidemiology and Biostatistics, European Institute of Oncology, Via Ripamonti 435, Milan 20141, Italy
| | - F Liu
- Department of Forensic Molecular Biology, Erasmus MC University Medical Center, 3000 DR Rotterdam, The Netherlands
| | - M Kayser
- Department of Forensic Molecular Biology, Erasmus MC University Medical Center, 3000 DR Rotterdam, The Netherlands
| | - T Nijsten
- Department of Dermatology, Erasmus MC University Medical Center, 3000 DR Rotterdam, The Netherlands
| | - J Han
- Department of Dermatology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA
- Channing Laboratory, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
| | - R Kumar
- Division of Molecular Genetic Epidemiology, German Cancer Research Center, D-69120 Heidelberg, Germany
| | - N A Gruis
- Department of Dermatology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
| | - L Ferrucci
- Department of Chronic Disease Epidemiology, Yale School of Public Health, Yale Cancer Center, New Haven, CT 06520-8034, USA
| | - W Branicki
- Institute of Forensic Research, 31-033 Krakow, Poland
| | - T Dwyer
- Murdoch Childrens Research Institute, Royal Children's Hospital, Victoria 3052, Australia
| | - L Blizzard
- Menzies Research Institute Tasmania, University of Tasmania, Hobart, 7001 Australia
| | - P Helsing
- Department of Pathology, Oslo University Hospital, N-0027 Oslo, Norway
| | - P Autier
- International Prevention Research Institute, Lyon 69006, France
| | - J C García-Borrón
- Department of Biochemistry, Molecular Biology and Immunology, University of Murcia, 30100 Murcia, Spain
| | - P A Kanetsky
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - M T Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, MD 20892-7236, USA
| | - J Little
- School of Epidemiology, Public Health and Preventive Medicine, University of Ottawa, Ottawa, Canada ON K1N 6N5
| | - J Newton-Bishop
- Section of Epidemiology and Biostatistics, Institute of Cancer and Pathology, University of Leeds, Leeds LS9 7TF, UK
| | - F Sera
- UCL Institute of Child Health, London WC1N 1EH, UK
| | - S Raimondi
- Division of Epidemiology and Biostatistics, European Institute of Oncology, Via Ripamonti 435, Milan 20141, Italy
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