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Hopper JL, Li S, MacInnis RJ, Dowty JG, Nguyen TL, Bui M, Dite GS, Esser VFC, Ye Z, Makalic E, Schmidt DF, Goudey B, Alpen K, Kapuscinski M, Win AK, Dugué PA, Milne RL, Jayasekara H, Brooks JD, Malta S, Calais-Ferreira L, Campbell AC, Young JT, Nguyen-Dumont T, Sung J, Giles GG, Buchanan D, Winship I, Terry MB, Southey MC, Jenkins MA. Breast and bowel cancers diagnosed in people 'too young to have cancer': A blueprint for research using family and twin studies. Genet Epidemiol 2024. [PMID: 38504141 DOI: 10.1002/gepi.22555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 01/29/2024] [Accepted: 02/23/2024] [Indexed: 03/21/2024]
Abstract
Young breast and bowel cancers (e.g., those diagnosed before age 40 or 50 years) have far greater morbidity and mortality in terms of years of life lost, and are increasing in incidence, but have been less studied. For breast and bowel cancers, the familial relative risks, and therefore the familial variances in age-specific log(incidence), are much greater at younger ages, but little of these familial variances has been explained. Studies of families and twins can address questions not easily answered by studies of unrelated individuals alone. We describe existing and emerging family and twin data that can provide special opportunities for discovery. We present designs and statistical analyses, including novel ideas such as the VALID (Variance in Age-specific Log Incidence Decomposition) model for causes of variation in risk, the DEPTH (DEPendency of association on the number of Top Hits) and other approaches to analyse genome-wide association study data, and the within-pair, ICE FALCON (Inference about Causation from Examining FAmiliaL CONfounding) and ICE CRISTAL (Inference about Causation from Examining Changes in Regression coefficients and Innovative STatistical AnaLysis) approaches to causation and familial confounding. Example applications to breast and colorectal cancer are presented. Motivated by the availability of the resources of the Breast and Colon Cancer Family Registries, we also present some ideas for future studies that could be applied to, and compared with, cancers diagnosed at older ages and address the challenges posed by young breast and bowel cancers.
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Affiliation(s)
- John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Shuai Li
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Robert J MacInnis
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - James G Dowty
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Tuong L Nguyen
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Minh Bui
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Gillian S Dite
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Genetic Technologies Ltd., Fitzroy, Victoria, Australia
| | - Vivienne F C Esser
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Zhoufeng Ye
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Enes Makalic
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Daniel F Schmidt
- Department of Data Science and AI, Faculty of Information Technology, Monash University, Melbourne, Victoria, Australia
| | - Benjamin Goudey
- ARC Training Centre in Cognitive Computing for Medical Technologies, University of Melbourne, Carlton, Victoria, Australia
- The Florey Department of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Karen Alpen
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Miroslaw Kapuscinski
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia
- Genetic Medicine, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Pierre-Antoine Dugué
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Harindra Jayasekara
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Jennifer D Brooks
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Sue Malta
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Lucas Calais-Ferreira
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Alexander C Campbell
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Jesse T Young
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Centre for Adolescent Health, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- School of Population and Global Health, The University of Western Australia, Perth, Western Australia, Australia
- Justice Health Group, Curtin School of Population Health, Curtin University, Perth, Western Australia, Australia
| | - Tu Nguyen-Dumont
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Joohon Sung
- Department of Public Health Sciences, Division of Genome and Health Big Data, Graduate School of Public Health, Seoul National University, Seoul, South Korea
- Genome Medicine Institute, Seoul National University, Seoul, South Korea
- Institute of Health and Environment, Seoul National University, Seoul, South Korea
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Daniel Buchanan
- Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Ingrid Winship
- Department of Medicine, Royal Melbourne Hospital, The University of Melbourne, Parkville, Victoria, Australia
| | - Mary Beth Terry
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Melissa C Southey
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia
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Germani A, Petrucci S, De Marchis L, Libi F, Savio C, Amanti C, Bonifacino A, Campanella B, Capalbo C, Lombardi A, Maggi S, Mattei M, Osti MF, Pellegrini P, Speranza A, Stanzani G, Vitale V, Pizzuti A, Torrisi MR, Piane M. Beyond BRCA1 and BRCA2: Deleterious Variants in DNA Repair Pathway Genes in Italian Families with Breast/Ovarian and Pancreatic Cancers. J Clin Med 2020; 9:jcm9093003. [PMID: 32957588 PMCID: PMC7563793 DOI: 10.3390/jcm9093003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 09/04/2020] [Accepted: 09/10/2020] [Indexed: 12/11/2022] Open
Abstract
The 5–10% of breast/ovarian cancers (BC and OC) are inherited, and germline pathogenic (P) variants in DNA damage repair (DDR) genes BRCA1 and BRCA2 explain only 10–20% of these cases. Currently, new DDR genes have been related to BC/OC and to pancreatic (PC) cancers, but the prevalence of P variants remains to be explored. The purpose of this study was to investigate the spectrum and the prevalence of pathogenic variants in DDR pathway genes other than BRCA1/2 and to correlate the genotype with the clinical phenotype. A cohort of 113 non-BRCA patients was analyzed by next-generation sequencing using a multigene panel of the 25 DDR pathways genes related to BC, OC, and PC. We found 43 unique variants in 18 of 25 analyzed genes, 14 classified as P/likely pathogenic (LP) and 28 as variants of uncertain significance (VUS). Deleterious variants were identified in 14% of index cases, whereas a VUS was identified in 20% of the probands. We observed a high incidence of deleterious variants in the CHEK2 gene, and a new pathogenic variant was detected in the RECQL gene. These results supported the clinical utility of multigene panel to increase the detection of P/LP carriers and to identify new actionable pathogenic gene variants useful for preventive and therapeutic approaches.
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Affiliation(s)
- Aldo Germani
- Department of Clinical and Molecular Medicine, “Sapienza” University of Rome, 00100 Rome, Italy; (A.G.); (S.P.); (P.P.); (M.R.T.)
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
| | - Simona Petrucci
- Department of Clinical and Molecular Medicine, “Sapienza” University of Rome, 00100 Rome, Italy; (A.G.); (S.P.); (P.P.); (M.R.T.)
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
| | - Laura De Marchis
- Department of Radiological Anatomopathological, Oncological Science, “Sapienza” University of Rome, 00100 Rome, Italy;
- Umberto I University Hospital, 00100 Rome, Italy
| | - Fabio Libi
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
| | - Camilla Savio
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
| | - Claudio Amanti
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
- Department of Medical and Surgical Sciences and Translational Medicine, “Sapienza” University of Rome, 00100 Rome, Italy
| | - Adriana Bonifacino
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
- Department of Medical and Surgical Sciences and Translational Medicine, “Sapienza” University of Rome, 00100 Rome, Italy
| | - Barbara Campanella
- Unit of Radiation Oncology, Sant’Andrea Hospital, Sapienza University of Rome, 00100 Rome, Italy;
| | - Carlo Capalbo
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
- Department of Molecular Medicine, “Sapienza” University of Rome, 00100 Roma, Italy
| | - Augusto Lombardi
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
- Department of Medical and Surgical Sciences and Translational Medicine, “Sapienza” University of Rome, 00100 Rome, Italy
| | - Stefano Maggi
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
- Department of Medical and Surgical Sciences and Translational Medicine, “Sapienza” University of Rome, 00100 Rome, Italy
| | - Mauro Mattei
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
| | - Mattia Falchetto Osti
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
- Unit of Radiation Oncology, Sant’Andrea Hospital, Sapienza University of Rome, 00100 Rome, Italy;
| | - Patrizia Pellegrini
- Department of Clinical and Molecular Medicine, “Sapienza” University of Rome, 00100 Rome, Italy; (A.G.); (S.P.); (P.P.); (M.R.T.)
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
| | - Annarita Speranza
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
| | - Gianluca Stanzani
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
| | - Valeria Vitale
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
| | - Antonio Pizzuti
- Department of Experimental Medicine, “Sapienza” University of Rome, 00100 Rome, Italy;
- Clinical Genomics Unit, IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy
| | - Maria Rosaria Torrisi
- Department of Clinical and Molecular Medicine, “Sapienza” University of Rome, 00100 Rome, Italy; (A.G.); (S.P.); (P.P.); (M.R.T.)
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
| | - Maria Piane
- Department of Clinical and Molecular Medicine, “Sapienza” University of Rome, 00100 Rome, Italy; (A.G.); (S.P.); (P.P.); (M.R.T.)
- Sant’Andrea University Hospital, 00100 Rome, Italy; (F.L.); (C.S.); (C.A.); (A.B.); (C.C.); (A.L.); (S.M.); (M.M.); (M.F.O.); (A.S.); (G.S.); (V.V.)
- Correspondence:
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