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Nazari E, Naderi H, Tabadkani M, ArefNezhad R, Farzin AH, Dashtiahangar M, Khazaei M, Ferns GA, Mehrabian A, Tabesh H, Avan A. Breast cancer prediction using different machine learning methods applying multi factors. J Cancer Res Clin Oncol 2023; 149:17133-17146. [PMID: 37773467 DOI: 10.1007/s00432-023-05388-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Accepted: 09/01/2023] [Indexed: 10/01/2023]
Abstract
OBJECTIVE Breast cancer (BC) is a multifactorial disease and is one of the most common cancers globally. This study aimed to compare different machine learning (ML) techniques to develop a comprehensive breast cancer risk prediction model based on features of various factors. METHODS The population sample contained 810 records (115 cancer patients and 695 healthy individuals). 45 attributes out of 85 were selected based on the opinion of experts. These selected attributes are in genetic, biochemical, biomarker, gender, demographic and pathological factors. 13 Machine learning models were trained with proposed attributes and coefficient of attributes and internal relationships were calculated. RESULT Compared to other methods random forest (RF) has higher performance (accuracy 99.26%, precision 99%, and area under the curve (AUC) 99%). The results of assessing the impact and correlation of variables using the RF method based on PCA indicated that pathology, biomarker, biochemistry, gene, and demographic factors with a coefficient of 0.35, 0.23, 0.15, 0.14, and 0.13 respectively, affected the risk of BC (r2 = 0.54). CONCLUSION Breast cancer has several risk factors. Medical experts use these risk factors for early diagnosis. Therefore, identifying related risk factors and their effect can increase the accuracy of diagnosis. Considering the broad features for predicting breast cancer leads to the development of a comprehensive prediction model. In this study, using RF technique a breast cancer prediction model with 99.3% accuracy was developed based on multifactorial features.
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Affiliation(s)
- Elham Nazari
- Faculty of Medicine, Department of Medical Informatics, Mashhad University of Medical Sciences, Mashhad, Iran
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Health Information Technology and Management, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamid Naderi
- Faculty of Medicine, Department of Medical Informatics, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mahla Tabadkani
- Student Research Committee, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Reza ArefNezhad
- Halal Research Center of IRI, FDA, Tehran, Iran
- Department of Anatomy, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | | | - Majid Khazaei
- Student Research Committee, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Gordon A Ferns
- Division of Medical Education, Brighton & Sussex Medical School, Falmer, Brighton, BN1 9PH, Sussex, UK
| | - Amin Mehrabian
- Warwick Medical School, University of Warwick, Coventry, UK
| | - Hamed Tabesh
- Faculty of Medicine, Department of Medical Informatics, Mashhad University of Medical Sciences, Mashhad, Iran.
| | - Amir Avan
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
- Faculty of Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, Australia.
- College of Medicine, University of Warith Al-Anbiyaa, Karbala, Iraq.
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Hanson H, Astiazaran-Symonds E, Amendola LM, Balmaña J, Foulkes WD, James P, Klugman S, Ngeow J, Schmutzler R, Voian N, Wick MJ, Pal T, Tischkowitz M, Stewart DR. Management of individuals with germline pathogenic/likely pathogenic variants in CHEK2: A clinical practice resource of the American College of Medical Genetics and Genomics (ACMG). Genet Med 2023; 25:100870. [PMID: 37490054 PMCID: PMC10623578 DOI: 10.1016/j.gim.2023.100870] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 04/21/2023] [Accepted: 04/24/2023] [Indexed: 07/26/2023] Open
Abstract
PURPOSE Although the role of CHEK2 germline pathogenic variants in cancer predisposition is well known, resources for managing CHEK2 heterozygotes in clinical practice are limited. METHODS An international workgroup developed guidance on clinical management of CHEK2 heterozygotes informed by peer-reviewed publications from PubMed. RESULTS Although CHEK2 is considered a moderate penetrance gene, cancer risks may be considered as a continuous variable, which are influenced by family history and other modifiers. Consequently, early cancer detection and prevention for CHEK2 heterozygotes should be guided by personalized risk estimates. Such estimates may result in both downgrading lifetime breast cancer risks to those similar to the general population or upgrading lifetime risk to a level at which CHEK2 heterozygotes are offered high-risk breast surveillance according to country-specific guidelines. Risk-reducing mastectomy should be guided by personalized risk estimates and shared decision making. Colorectal and prostate cancer surveillance should be considered based on assessment of family history. For CHEK2 heterozygotes who develop cancer, no specific targeted medical treatment is recommended at this time. CONCLUSION Systematic prospective data collection is needed to establish the spectrum of CHEK2-associated cancer risks and to determine yet-unanswered questions, such as the outcomes of surveillance, response to cancer treatment, and survival after cancer diagnosis.
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Affiliation(s)
- Helen Hanson
- Southwest Thames Regional Genetics Service, St George's University Hospitals NHS Foundation Trust, London, United Kingdom
| | - Esteban Astiazaran-Symonds
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD; Department of Medicine, College of Medicine-Tucson, University of Arizona, Tucson, AZ
| | | | - Judith Balmaña
- Hereditary Cancer Genetics Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain; Medical Oncology Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Hospital Campus, Barcelona, Spain
| | - William D Foulkes
- Departments of Human Genetics, Oncology and Medicine, McGill University, Montréal, QC, Canada
| | - Paul James
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC, Australia; Parkville Familial Cancer Centre, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Susan Klugman
- Division of Reproductive & Medical Genetics, Department of Obstetrics & Gynecology and Women's Health, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | - Joanne Ngeow
- Genomic Medicine, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore; Cancer Genetics Service, Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Rita Schmutzler
- Center of Integrated Oncology (CIO), University of Cologne, Cologne, Germany; Center for Hereditary Breast and Ovarian Cancer, University Hospital of Cologne, Cologne, Germany
| | - Nicoleta Voian
- Providence Genetic Risk Clinic, Providence Cancer Institute, Portland, OR
| | - Myra J Wick
- Departments of Obstetrics and Gynecology and Clinical Genomics, Mayo Clinic, Rochester, MN
| | - Tuya Pal
- Department of Medicine, Vanderbilt University Medical Center/Vanderbilt-Ingram Cancer Center, Nashville, TN
| | - Marc Tischkowitz
- Department of Medical Genetics, National Institute for Health Research Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Douglas R Stewart
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
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Stolarova L, Kleiblova P, Zemankova P, Stastna B, Janatova M, Soukupova J, Achatz MI, Ambrosone C, Apostolou P, Arun BK, Auer P, Barnard M, Bertelsen B, Blok MJ, Boddicker N, Brunet J, Burnside ES, Calvello M, Campbell I, Chan SH, Chen F, Chiang JB, Coppa A, Cortesi L, Crujeiras-González A, De Leeneer K, De Putter R, DePersia A, Devereux L, Domchek S, Efremidis A, Engel C, Ernst C, Evans DGR, Feliubadaló L, Fostira F, Fuentes-Ríos O, Gómez-García EB, González S, Haiman C, Hansen TVO, Hauke J, Hodge J, Hu C, Huang H, Ishak NDB, Iwasaki Y, Konstantopoulou I, Kraft P, Lacey J, Lázaro C, Li N, Lim WK, Lindstrom S, Lori A, Martinez E, Martins A, Matsuda K, Matullo G, McInerny S, Michailidou K, Montagna M, Monteiro AN, Mori L, Nathanson K, Neuhausen SL, Nevanlinna H, Olson JE, Palmer J, Pasini B, Patel A, Piane M, Poppe B, Radice P, Renieri A, Resta N, Richardson ME, Rosseel T, Ruddy KJ, Santamariña M, Dos Santos ES, Teras L, Toland AE, Trentham-Dietz A, Vachon CM, Volk AE, Weber-Lassalle N, Weitzel JN, Wiesmuller L, Winham S, Yadav S, Yannoukakos D, Yao S, Zampiga V, Zethoven M, Zhang ZW, Zima T, Spurdle AB, Vega A, Rossing M, Del Valle J, De Nicolo A, Hahnen E, Claes KB, Ngeow J, Momozawa Y, James PA, Couch FJ, Macurek L, Kleibl Z. ENIGMA CHEK2gether Project: A Comprehensive Study Identifies Functionally Impaired CHEK2 Germline Missense Variants Associated with Increased Breast Cancer Risk. Clin Cancer Res 2023; 29:3037-3050. [PMID: 37449874 PMCID: PMC10425727 DOI: 10.1158/1078-0432.ccr-23-0212] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 04/06/2023] [Accepted: 06/14/2023] [Indexed: 07/18/2023]
Abstract
PURPOSE Germline pathogenic variants in CHEK2 confer moderately elevated breast cancer risk (odds ratio, OR ∼ 2.5), qualifying carriers for enhanced breast cancer screening. Besides pathogenic variants, dozens of missense CHEK2 variants of uncertain significance (VUS) have been identified, hampering the clinical utility of germline genetic testing (GGT). EXPERIMENTAL DESIGN We collected 460 CHEK2 missense VUS identified by the ENIGMA consortium in 15 countries. Their functional characterization was performed using CHEK2-complementation assays quantifying KAP1 phosphorylation and CHK2 autophosphorylation in human RPE1-CHEK2-knockout cells. Concordant results in both functional assays were used to categorize CHEK2 VUS from 12 ENIGMA case-control datasets, including 73,048 female patients with breast cancer and 88,658 ethnicity-matched controls. RESULTS A total of 430/460 VUS were successfully analyzed, of which 340 (79.1%) were concordant in both functional assays and categorized as functionally impaired (N = 102), functionally intermediate (N = 12), or functionally wild-type (WT)-like (N = 226). We then examined their association with breast cancer risk in the case-control analysis. The OR and 95% CI (confidence intervals) for carriers of functionally impaired, intermediate, and WT-like variants were 2.83 (95% CI, 2.35-3.41), 1.57 (95% CI, 1.41-1.75), and 1.19 (95% CI, 1.08-1.31), respectively. The meta-analysis of population-specific datasets showed similar results. CONCLUSIONS We determined the functional consequences for the majority of CHEK2 missense VUS found in patients with breast cancer (3,660/4,436; 82.5%). Carriers of functionally impaired missense variants accounted for 0.5% of patients with breast cancer and were associated with a moderate risk similar to that of truncating CHEK2 variants. In contrast, 2.2% of all patients with breast cancer carried functionally wild-type/intermediate missense variants with no clinically relevant breast cancer risk in heterozygous carriers.
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Affiliation(s)
- Lenka Stolarova
- Laboratory of Cancer Cell Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czech Republic
| | - Petra Kleiblova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Petra Zemankova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
- Department of Pathophysiology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Barbora Stastna
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Marketa Janatova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Jana Soukupova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Maria Isabel Achatz
- A.C. Camargo Cancer Center and Oncology Center, Hospital Sirio-Libanes, Sao Paulo, Brazil
| | - Christine Ambrosone
- Department of Cancer Prevention & Control, Roswell Park Cancer Center, Buffalo, New York
- WCHS Inc., Baltimore, Maryland
| | - Paraskevi Apostolou
- Human Molecular Genetics Laboratory, INRaSTES, National Center for Scientific Research "Demokritos," Athens, Greece
| | - Banu K. Arun
- Department of Breast Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Paul Auer
- Division of Biostatistics, Institute for Health and Equity, and Cancer Center, Medical College of Wisconsin, Milwaukee, Wisconsin
- WHI, USA
| | - Mollie Barnard
- Slone Epidemiology Center, Boston University, Boston, Massachusetts
| | - Birgitte Bertelsen
- Center for Genomic Medicine, Copenhagen University Hospital, Copenhagen, Denmark
| | - Marinus J. Blok
- Department of Clinical Genetics, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Nicholas Boddicker
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
- CARRIERS, USA
| | - Joan Brunet
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, L'Hospitalet, Barcelona, Spain
| | - Elizabeth S. Burnside
- School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin
- WWHS, Charlotte, North Carolina
| | - Mariarosaria Calvello
- Division of Cancer Prevention and Genetics, IEO, European Institute of Oncology, IRCCS, Milan, Italy
| | - Ian Campbell
- Cancer Genomics Laboratory, Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
| | - Sock Hoai Chan
- Cancer Genetics Service, National Cancer Centre, Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Fei Chen
- Keck School of Medicine, University of Southern California, Los Angeles, California
- MEC, USA
| | - Jian Bang Chiang
- Cancer Genetics Service, National Cancer Centre, Singapore, Singapore
| | - Anna Coppa
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Laura Cortesi
- Department of Oncology and Haematology, Modena University Hospital, Modena, Italy
| | - Ana Crujeiras-González
- Fundacion Publica Galega de Medicina Xenomica, Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Kim De Leeneer
- Center for Medical Genetics, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Robin De Putter
- Center for Medical Genetics, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Allison DePersia
- Center for Medical Genetics, NorthShore University Health System, Evanston, Illinois
| | - Lisa Devereux
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
- Lifepool, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Susan Domchek
- CARRIERS, USA
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Anna Efremidis
- Clinical Cancer Genetics and Family Consultants, CLINICAGENE, Athens Medical Center, Athens, Greece
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Corinna Ernst
- Center for Familial Breast and Ovarian Cancer, Center for Integrated Oncology (CIO), University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - D. Gareth R. Evans
- Manchester Centre for Genomic Medicine, Division of Evolution and Genomic Sciences, University of Manchester, Manchester, United Kingdom
| | - Lidia Feliubadaló
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, L'Hospitalet, Barcelona, Spain
| | - Florentia Fostira
- Molecular Diagnostics Laboratory, INRaSTES, National Center for Scientific Research "Demokritos," Athens, Greece
| | - Olivia Fuentes-Ríos
- Fundacion Publica Galega de Medicina Xenomica, Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Encarna B. Gómez-García
- Department of Clinical Genetics, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Sara González
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, L'Hospitalet, Barcelona, Spain
| | - Christopher Haiman
- Keck School of Medicine, University of Southern California, Los Angeles, California
- MEC, USA
| | - Thomas van Overeem Hansen
- Department of Clinical Genetics, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, Copenhagen University, Copenhagen, Denmark
| | - Jan Hauke
- Center for Familial Breast and Ovarian Cancer, Center for Integrated Oncology (CIO), University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - James Hodge
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia
- CPS3, Kennesaw, Georgia
| | - Chunling Hu
- CARRIERS, USA
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Hongyan Huang
- T.H. Chan School of Public Health, Harvard University, Cambridge, Massachusetts
- NHS, Reston, Virginia
| | | | - Yusuke Iwasaki
- Laboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Irene Konstantopoulou
- Molecular Diagnostics Laboratory, INRaSTES, National Center for Scientific Research "Demokritos," Athens, Greece
| | - Peter Kraft
- T.H. Chan School of Public Health, Harvard University, Cambridge, Massachusetts
- NHS, Reston, Virginia
| | - James Lacey
- Beckman Research Institute, City of Hope Cancer Center, Duarte, California
- CTS, USA
| | - Conxi Lázaro
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, L'Hospitalet, Barcelona, Spain
| | - Na Li
- Cancer Genomics Laboratory, Peter MacCallum Cancer Centre, Melbourne, Australia
| | | | - Sara Lindstrom
- WHI, USA
- Department of Epidemiology, University of Washington, Seattle, Washington
| | - Adriana Lori
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia
- American Cancer Society, Atlanta, Georgia
| | - Elana Martinez
- Duke-NUS Medical School, Singapore, Singapore
- Department of Family Medicine and Public Health, University of California San Diego, San Diego, California
| | - Alexandra Martins
- Inserm UMR1245, UNIROUEN, Normandy Centre for Genomic and Personalized Medicine, Normandie University, Rouen, France
| | - Koichi Matsuda
- Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Giuseppe Matullo
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Simone McInerny
- Parkville Familial Cancer Centre, Peter MacCallum Cancer Centre, and Royal Melbourne Hospital, Melbourne, Australia
| | - Kyriaki Michailidou
- Biostatistics Unit, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Marco Montagna
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology, Padua, Italy
| | - Alvaro N.A. Monteiro
- Cancer Epidemiology Program, Division of Population Sciences, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Luigi Mori
- Endocrine and Metabolic Disease Unit, ASST Spedali Civili of Brescia, Brescia, Italia
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Katherine Nathanson
- CARRIERS, USA
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Susan L. Neuhausen
- Department of Population Sciences, Beckman Research Institute of City of Hope, Duarte, California
| | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Janet E. Olson
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
- MCBCS, USA
| | - Julie Palmer
- Slone Epidemiology Center, Boston University, Boston, Massachusetts
| | - Barbara Pasini
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Alpa Patel
- Department of Population Science, American Cancer Society, Atlanta, Georgia
- CPS-II, USA
| | - Maria Piane
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Bruce Poppe
- Center for Medical Genetics, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Paolo Radice
- Department of Experimental Oncology, Molecular Bases of Genetic Risk and Genetic Testing Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Nicoletta Resta
- Department of Precision and Regenerative Medicine and Ionian Area, Medical Genetics Unit, University of Bari, Bari, Italy
| | | | - Toon Rosseel
- Center for Medical Genetics, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Kathryn J. Ruddy
- MCBCS, USA
- Department of Oncology, Mayo Clinic, Rochester, Minnesota
| | - Marta Santamariña
- Fundacion Publica Galega de Medicina Xenomica, Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain
- Centro de Investigación en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain
| | | | - Lauren Teras
- Department of Population Science, American Cancer Society, Atlanta, Georgia
- CPS-II, USA
| | - Amanda E. Toland
- Department of Cancer Biology & Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
| | - Amy Trentham-Dietz
- WWHS, Charlotte, North Carolina
- University of Wisconsin, Madison, Wisconsin
| | | | - Alexander E. Volk
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Nana Weber-Lassalle
- Center for Familial Breast and Ovarian Cancer, Center for Integrated Oncology (CIO), University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | | | - Lisa Wiesmuller
- Department of Obstetrics and Gynecology, Ulm University, Ulm, Germany
| | - Stacey Winham
- MMHS, USA
- Department Quantitative Sciences, Mayo Clinic, Rochester, Minnesota
| | - Siddhartha Yadav
- CARRIERS, USA
- Department of Medical Oncology, Mayo Clinic, Rochester, Minnesota
| | - Drakoulis Yannoukakos
- Molecular Diagnostics Laboratory, INRaSTES, National Center for Scientific Research "Demokritos," Athens, Greece
| | - Song Yao
- WCHS Inc., Baltimore, Maryland
- Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Valentina Zampiga
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori," Meldola, Italy
| | - Magnus Zethoven
- Cancer Genomics Laboratory, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Ze Wen Zhang
- Cancer Genetics Service, National Cancer Centre, Singapore, Singapore
| | - Tomas Zima
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Amanda B. Spurdle
- Population Health Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Ana Vega
- Fundacion Publica Galega de Medicina Xenomica, Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain
- Centro de Investigación en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain
| | - Maria Rossing
- Center for Genomic Medicine, Copenhagen University Hospital, Copenhagen, Denmark
| | - Jesús Del Valle
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, L'Hospitalet, Barcelona, Spain
| | - Arcangela De Nicolo
- Center for Omics Sciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Eric Hahnen
- Center for Familial Breast and Ovarian Cancer, Center for Integrated Oncology (CIO), University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Kathleen B.M. Claes
- Center for Medical Genetics, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Joanne Ngeow
- Cancer Genetics Service, National Cancer Centre, Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Yukihide Momozawa
- Laboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Paul A. James
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
- Inserm UMR1245, UNIROUEN, Normandy Centre for Genomic and Personalized Medicine, Normandie University, Rouen, France
| | - Fergus J. Couch
- CARRIERS, USA
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia
| | - Libor Macurek
- Laboratory of Cancer Cell Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czech Republic
| | - Zdenek Kleibl
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
- Department of Pathophysiology, First Faculty of Medicine, Charles University, Prague, Czech Republic
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4
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Zhao W, Chang Y, Wu Z, Jiang X, Li Y, Xie R, Fu D, Sun C, Gao J. Identification of PIMREG as a novel prognostic signature in breast cancer via integrated bioinformatics analysis and experimental validation. PeerJ 2023; 11:e15703. [PMID: 37483962 PMCID: PMC10358341 DOI: 10.7717/peerj.15703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Accepted: 06/14/2023] [Indexed: 07/25/2023] Open
Abstract
Background Phosphatidylinositol binding clathrin assembly protein interacting mitotic regulator (PIMREG) expression is upregulated in a variety of cancers. However, its potential role in breast cancer (BC) remains uncertain. Methods The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases were used to gather relevant information. The expression of PIMREG and its clinical implication in BC were assessed by using Wilcoxon rank-sum test. The prognostic value of PIMREG in BC was evaluated through the Cox regression model and nomogram, and visualized by Kaplan-Meier survival curves. Genes/proteins that interact with PIMREG in BC were also identified through GeneMANIA and MaxLink. Gene set enrichment analysis (GSEA) was then performed. The correlations of the immune cell infiltration and immune checkpoints with the expression of PIMREG in BC were explored via TIMER, TISIDB, and GEPIA. Potential drugs that interact with PIMREG in BC were explored via Q-omic. The siRNA transfection, CCK-8, and transwell migration assay were conducted to explore the function of PIMREG in cell proliferation and migration. Results PIMREG expression was significantly higher in infiltrating ductal carcinoma, estrogen receptor negative BC, and progestin receptor negative BC. High expression of PIMREG was associated with poor overall survival, disease-specific survival, and progression-free interval. A nomogram based on PIMREG was developed with a satisfactory prognostic value. PIMREG also had a high diagnostic ability, with an area under the curve of 0.940. Its correlations with several immunomodulators were also observed. Immune checkpoint CTLA-4 was significantly positively associated with PIMREG. HDAC2 was found as a potentially critical link between PIMREG and BRCA1/2. In addition, PIMREG knockdown could inhibit cell proliferation and migration in BC. Conclusions The high expression of PIMREG is associated with poor prognosis and immune checkpoints in BC. HDAC2 may be a critical link between PIMREG and BRCA1/2, potentially a therapeutic target.
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Affiliation(s)
- Wenjing Zhao
- Clinical Medical College, Yangzhou University, Yangzhou, Jiangsu, China
| | - Yuanjin Chang
- School of Medicine, Jiangnan College, WuXi, JiangSu, China
| | - Zhaoye Wu
- School of Medicine, Jiangnan College, WuXi, JiangSu, China
| | - Xiaofan Jiang
- School of Medicine, Jiangnan College, WuXi, JiangSu, China
| | - Yong Li
- Clinical Medical College, Yangzhou University, Yangzhou, Jiangsu, China
| | - Ruijin Xie
- School of Medicine, Jiangnan College, WuXi, JiangSu, China
| | - Deyuan Fu
- Clinical Medical College, Yangzhou University, Yangzhou, Jiangsu, China
| | - Chenyu Sun
- Department of General Surgery, The second Affiliated Hospital of Anhui Medical University, Anhui, China
- Department of Medicine, AMITA Health Saint Joseph Hospital, Chicago, IL, USA
| | - Ju Gao
- Clinical Medical College, Yangzhou University, Yangzhou, Jiangsu, China
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5
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Fencer MG, Krupa KA, Bleich GC, Grumet S, Eladoumikdachi FG, Kumar S, Kowzun MJ, Potdevin LB. Diagnosis, Management, and Surveillance for Patients With PALB2, CHEK2, and ATM Gene Mutations. Clin Breast Cancer 2023; 23:e194-e199. [PMID: 36966080 DOI: 10.1016/j.clbc.2023.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 02/06/2023] [Accepted: 02/08/2023] [Indexed: 02/18/2023]
Abstract
BACKGROUND This study aims to capture clinical and surgical practice patterns of patients with deleterious mutations in partner and localizer of BRCA2 (PALB2), checkpoint kinase 2 (CHEK2) and ataxia telangiesctasia mutated (ATM) genes. MATERIALS AND METHODS This study is a retrospective chart review of patients with PALB2, CHEK2 or ATM mutations. Patient demographics, testing indications, management decisions, and surveillance strategies were recorded. RESULTS Sixty-two patients were found to have deleterious mutations: 14 (23%) with a PALB2 mutation, 30 (48%) with a CHEK2 mutation, and 18 (29%) patients with an ATM mutation. Thirty-one (50%) patients have a history of breast cancer. Twenty-three patients were diagnosed and treated prior to genetic testing while 8 patients learned of their mutation status and breast cancer diagnosis simultaneously. Of these 8 patients, 4 sought treatment at our institution, 3 underwent bilateral mastectomy, and 1 patient opted for lumpectomy and surveillance. Thirty-one patients had no history of breast cancer. After genetic diagnosis, 3 of the 9 patients who continued clinical follow-up proceeded with bilateral prophylactic mastectomy within 2 years. Clinical surveillance continued for 23 months on average. CONCLUSION Most patients who learned of their genetic and breast cancer diagnoses simultaneously underwent bilateral mastectomy, whereas only a third of patients without cancer opted for bilateral prophylactic mastectomy.
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Affiliation(s)
- Maria G Fencer
- Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Rutgers-New Jersey Medical School, Newark, NJ, USA.
| | - Kelly A Krupa
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | | | - Sherry Grumet
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | | | - Shicha Kumar
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Maria J Kowzun
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
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6
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Allen I, Hassan H, Sofianopoulou E, Eccles D, Turnbull C, Tischkowitz M, Pharoah P, Antoniou AC. Risk of developing a second primary cancer in male breast cancer survivors: a systematic review and meta-analysis. Br J Cancer 2022; 127:1660-1669. [PMID: 36115878 PMCID: PMC9596702 DOI: 10.1038/s41416-022-01940-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 07/25/2022] [Accepted: 07/28/2022] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND With increasing survival after cancer diagnoses, second primary cancers (SPCs) are becoming more prevalent. We investigated the incidence and site of non-breast SPC risks following male breast cancer (BC). METHODS PubMed, Embase and Web of Science were systematically searched for studies reporting standardised incidence ratios (SIRs) for SPCs published by March 2022. Meta-analyses used the generic inverse-variance method, assuming a random-effects model. We evaluated SIRs for overall SPCs, site-specific risks, by age at BC onset, time since BC onset and geographic region. We assessed study quality using routine techniques. RESULTS Eight population-based retrospective cohort studies were identified. SIRs ranged from 1.05 to 2.17. The summary SIR estimate was 1.27 (95% CI: 1.03-1.56, I2: 86%), and there were increased colorectal (SIR: 1.29, 95% CI: 1.03-1.61), pancreatic (SIR: 1.64, 95% CI: 1.05-2.55) and thyroid (SIR: 5.58, 95% CI: 1.04-30.05) SPC risks. When an outlying study was excluded, the summary SIR for men diagnosed with BC before age 50 was 1.50 (95% CI: 1.21-1.85), significantly higher than men diagnosed at older ages (SIR: 1.14, 95% CI: 0.98-1.33). CONCLUSIONS Male BC survivors are at elevated risks of developing second primary colorectal, pancreatic and thyroid cancers. The estimates may assist their clinical management and guide decisions on genetic testing.
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Affiliation(s)
- Isaac Allen
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
| | - Hend Hassan
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Eleni Sofianopoulou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Diana Eccles
- Department of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Clare Turnbull
- Translational Genetics Team, Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK
| | - Marc Tischkowitz
- Department of Medical Genetics, National Institute for Health Research, Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | - Paul Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Antonis C Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
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7
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McClurg DP, Urquhart G, McGoldrick T, Chatterji S, Miedzybrodzka Z, Speirs V, Elsberger B. Analysis of the Clinical Advancements for BRCA-Related Malignancies Highlights the Lack of Treatment Evidence for BRCA-Positive Male Breast Cancer. Cancers (Basel) 2022; 14:3175. [PMID: 35804947 PMCID: PMC9264767 DOI: 10.3390/cancers14133175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 06/24/2022] [Accepted: 06/24/2022] [Indexed: 12/10/2022] Open
Abstract
Male breast cancer (MBC) is a rare disease that accounts for less than 1% of all breast cancers and male malignancies. Despite recognised clinico-pathological and molecular differences to female breast cancer (FBC), the clinical management of MBC follows established FBC treatment strategies. Loss of function mutations in the DNA damage response genes BRCA1 and BRCA2, have been strongly implicated in the pathogenesis of MBC. While there have been extensive clinical advancements in other BRCA-related malignancies, including FBC, improvements in MBC remain stagnant. Here we present a review that highlights the lack of treatment evidence for BRCA-related MBC and the required national and global collaborative effort to address this unmet need. In doing so, we summarise the transformative clinical advancements with poly(ADP-ribose) polymerase (PARP) inhibitors in other BRCA-related cancers namely, FBC and prostate cancer.
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Affiliation(s)
- Dylan P. McClurg
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Foresterhill, Aberdeen AB25 2ZD, UK; (D.P.M.); (S.C.); (Z.M.)
| | - Gordan Urquhart
- Aberdeen Royal Infirmary, Department of Oncology, Foresterhill Road, Aberdeen AB25 2ZN, UK; (G.U.); (T.M.)
| | - Trevor McGoldrick
- Aberdeen Royal Infirmary, Department of Oncology, Foresterhill Road, Aberdeen AB25 2ZN, UK; (G.U.); (T.M.)
| | - Subarnarekha Chatterji
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Foresterhill, Aberdeen AB25 2ZD, UK; (D.P.M.); (S.C.); (Z.M.)
| | - Zosia Miedzybrodzka
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Foresterhill, Aberdeen AB25 2ZD, UK; (D.P.M.); (S.C.); (Z.M.)
| | - Valerie Speirs
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Foresterhill, Aberdeen AB25 2ZD, UK; (D.P.M.); (S.C.); (Z.M.)
| | - Beatrix Elsberger
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Foresterhill, Aberdeen AB25 2ZD, UK; (D.P.M.); (S.C.); (Z.M.)
- Aberdeen Royal Infirmary, Breast Unit, Foresterhill Road, Aberdeen AB25 2ZN, UK
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8
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An Update on the General Features of Breast Cancer in Male Patients—A Literature Review. Diagnostics (Basel) 2022; 12:diagnostics12071554. [PMID: 35885460 PMCID: PMC9323942 DOI: 10.3390/diagnostics12071554] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 06/19/2022] [Accepted: 06/24/2022] [Indexed: 11/28/2022] Open
Abstract
Male breast cancers are uncommon, as men account for less than 1 percent of all breast carcinomas. Among the predisposing risk factors for male breast cancer, the following appear to be significant: (a) breast/chest radiation exposure, (b) estrogen use, diseases associated with hyper-estrogenism, such as cirrhosis or Klinefelter syndrome, and (c) family health history. Furthermore, there are clear familial tendencies, with a higher incidence among men who have a large number of female relatives with breast cancer and (d) major inheritance susceptibility. Moreover, in families with BRCA mutations, there is an increased risk of male breast cancer, although the risk appears to be greater with inherited BRCA2 mutations than with inherited BRCA1 mutations. Due to diagnostic delays, male breast cancer is more likely to present at an advanced stage. A core biopsy or a fine needle aspiration must be performed to confirm suspicious findings. Infiltrating ductal cancer is the most prevalent form of male breast cancer, while invasive lobular carcinoma is extremely uncommon. Male breast cancer is almost always positive for hormone receptors. A worse prognosis is associated with a more advanced stage at diagnosis for men with breast cancer. Randomized controlled trials which recruit both female and male patients should be developed in order to gain more consistent data on the optimal clinical approach.
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9
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Brady L, Newcomb LF, Zhu K, Zheng Y, Boyer H, Sarkar ND, McKenney JK, Brooks JD, Carroll PR, Dash A, Ellis WJ, Filson CP, Gleave ME, Liss MA, Martin F, Morgan TM, Thompson IM, Wagner AA, Pritchard CC, Lin DW, Nelson PS. Germline mutations in penetrant cancer predisposition genes are rare in men with prostate cancer selecting active surveillance. Cancer Med 2022; 11:4332-4340. [PMID: 35467778 DOI: 10.1002/cam4.4778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 02/08/2022] [Accepted: 02/20/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Pathogenic germline mutations in several rare penetrant cancer predisposition genes are associated with an increased risk of aggressive prostate cancer (PC). Our objectives were to determine the prevalence of pathogenic germline mutations in men with low-risk PC on active surveillance, and assess whether pathogenic germline mutations associate with grade reclassification or adverse pathology, recurrence, or metastases, in men treated after initial surveillance. METHODS Men prospectively enrolled in the Canary Prostate Active Surveillance Study (PASS) were retrospectively sampled for the study. Germline DNA was sequenced utilizing a hereditary cancer gene panel. Mutations were classified according to the American College of Clinical Genetics and Genomics' guidelines. The association of pathogenic germline mutations with grade reclassification and adverse characteristics was evaluated by weighted Cox proportional hazards modeling and conditional logistic regression, respectively. RESULTS Overall, 29 of 437 (6.6%) study participants harbored a pathogenic germline mutation of which 19 occurred in a gene involved in DNA repair (4.3%). Eight participants (1.8%) had pathogenic germline mutations in three genes associated with aggressive PC: ATM, BRCA1, and BRCA2. The presence of pathogenic germline mutations in DNA repair genes did not associate with adverse characteristics (univariate analysis HR = 0.87, 95% CI: 0.36-2.06, p = 0.7). The carrier rates of pathogenic germline mutations in ATM, BRCA1, and BRCA2did not differ in men with or without grade reclassification (1.9% vs. 1.8%). CONCLUSION The frequency of pathogenic germline mutations in penetrant cancer predisposition genes is extremely low in men with PC undergoing active surveillance and pathogenic germline mutations had no apparent association with grade reclassification or adverse characteristics.
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Affiliation(s)
- Lauren Brady
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Lisa F Newcomb
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington, USA.,Department of Urology, University of Washington, Seattle, Washington, USA
| | - Kehao Zhu
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Yingye Zheng
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Hilary Boyer
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington, USA.,Department of Urology, University of Washington, Seattle, Washington, USA
| | - Navonil De Sarkar
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Jesse K McKenney
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - James D Brooks
- Department of Urology, Stanford University, Stanford, California, USA
| | - Peter R Carroll
- Department of Urology, University of California, San Francisco, California, USA
| | - Atreya Dash
- VA Puget Sound Health Care Systems, Seattle, WA, USA
| | - William J Ellis
- Department of Urology, University of Washington, Seattle, Washington, USA
| | - Christopher P Filson
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia, USA.,Winship Cancer Institute, Emory Healthcare, Atlanta, Georgia, USA
| | - Martin E Gleave
- Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Michael A Liss
- Department of Urology, University of Texas Health Sciences Center, San Antonio, Texas, USA
| | - Frances Martin
- Department of Urology, Eastern Virginia Medical School, Virginia Beach, Virginia, USA
| | - Todd M Morgan
- Department of Urology, University of Michigan, Ann Arbor, Michigan, USA
| | - Ian M Thompson
- CHRISTUS Medical Center Hospital, San Antonio, Texas, USA
| | - Andrew A Wagner
- Division of Urology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Colin C Pritchard
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Daniel W Lin
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington, USA.,Department of Urology, University of Washington, Seattle, Washington, USA
| | - Peter S Nelson
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington, USA.,Department of Urology, University of Washington, Seattle, Washington, USA
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10
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Postmastectomy Reconstruction in Male Breast Cancer. Breast J 2022; 2022:5482261. [PMID: 35711890 PMCID: PMC9187266 DOI: 10.1155/2022/5482261] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 03/15/2022] [Indexed: 11/17/2022]
Abstract
Introduction Less than 1% of all breast cancers are diagnosed in males. In females, postmastectomy breast reconstruction is associated with increased patient satisfaction. However, there is a paucity of literature describing reconstructive options for postmastectomy deformity in the male chest. The purpose of this systematic review was to evaluate postmastectomy reconstruction outcomes in males with breast cancer. Methods A systematic review was performed in accordance with PRISMA guidelines. Ovid MEDLINE, Embase, Cochrane, and Web of Science were queried for records pertaining to the study question using medical subject heading (MeSH) terms such as “male breast cancer,” “mastectomy,” and “reconstruction.” No limitations were placed on the year of publication, country of origin, or study size. Study characteristics and patient demographics were collected. Primary outcomes of interest included postoperative complications, recurrence rate, and mortality rate. Results A total of 11 articles examining 29 male patients with breast cancer who underwent postmastectomy reconstruction were included for analysis. Literature was most commonly available in the form of case reports. The average age was 59.6 +/−11.4 years. Reconstruction methods included fat grafting (n = 1, 3.4%), silicone implants (n = 1, 3.4%), and autologous chest wall reconstruction with local flaps (n = 26, 89.7%). Postoperative complications occurred in two patients (6.8%), including partial nipple necrosis (n = 1) and hypertrophic scarring (n = 1). Of the studies reporting patient satisfaction, all patients were pleased with the aesthetic appearance of their chest. Conclusion This systematic review revealed the limited availability of research regarding postmastectomy chest reconstruction in males with breast cancer. Nevertheless, the evidence available suggests that reconstruction can restore a patient's body image and, thus, should be regularly considered and discussed with male patients. Larger studies are warranted to further shed light on this population.
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11
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Pemov A, Wegman-Ostrosky T, Kim J, Koutros S, Douthitt B, Jones K, Zhu B, Baris D, Schwenn M, Johnson A, Karagas MR, Carter BD, McCullough ML, Landi MT, Freedman ND, Albanes D, Silverman DT, Rothman N, Caporaso NE, Greene MH, Fraumeni JF, Stewart DR. Identification of Genetic Risk Factors for Familial Urinary Bladder Cancer: An Exome Sequencing Study. JCO Precis Oncol 2021; 5:PO.21.00115. [PMID: 34964002 PMCID: PMC8710334 DOI: 10.1200/po.21.00115] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 09/21/2021] [Accepted: 11/03/2021] [Indexed: 12/19/2022] Open
Abstract
PURPOSE Previous studies have shown an approximately two-fold elevation in the relative risk of urinary bladder cancer (UBC) among people with a family history that could not be entirely explained by shared environmental exposures, thus suggesting a genetic component in its predisposition. Multiple genome-wide association studies and recent gene panel sequencing studies identified several genetic loci that are associated with UBC risk; however, the list of UBC-associated variants and genes is incomplete. MATERIALS AND METHODS We exome sequenced eight patients from three multiplex UBC pedigrees and a group of 77 unrelated familial UBC cases matched to 241 cancer-free controls. In addition, we examined pathogenic germline variation in 444 candidate genes in 392 The Cancer Genome Atlas UBC cases. RESULTS In the pedigrees, segregating variants were family-specific although the identified genes clustered in common pathways, most notably DNA repair (MLH1 and MSH2) and cellular metabolism (IDH1 and ME1). In the familial UBC group, the proportion of pathogenic and likely pathogenic variants was significantly higher in cases compared with controls (P = .003). Pathogenic and likely pathogenic variant load was also significantly increased in genes involved in cilia biogenesis (P = .001). In addition, a pathogenic variant in CHEK2 (NM_007194.4:c.1100del; p.T367Mfs*15) was over-represented in cases (variant frequency = 2.6%; 95% CI, 0.71 to 6.52) compared with controls (variant frequency = 0.21%; 95% CI, 0.01 to 1.15), but was not statistically significant. CONCLUSION These results point to a complex polygenic predisposition to UBC. Despite heterogeneity, the genes cluster in several biologically relevant pathways and processes, for example, DNA repair, cilia biogenesis, and cellular metabolism. Larger studies are required to determine the importance of CHEK2 in UBC etiology.
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Affiliation(s)
- Alexander Pemov
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Talia Wegman-Ostrosky
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Jung Kim
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Stella Koutros
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Brenna Douthitt
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Kristine Jones
- Frederick National Laboratory for Cancer Research, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Bin Zhu
- Frederick National Laboratory for Cancer Research, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Dalsu Baris
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | | | | | - Margaret R. Karagas
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH
| | - Brian D. Carter
- Department of Population Science, American Cancer Society, Atlanta, GA
| | | | - Maria Teresa Landi
- Integrative Tumor Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Neal D. Freedman
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Demetrius Albanes
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Debra T. Silverman
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Nathaniel Rothman
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Neil E. Caporaso
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Mark H. Greene
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Joseph F. Fraumeni
- Office of the Director, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Douglas R. Stewart
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
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12
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Re-evaluating cancer risks associated with the CHEK2 p.Ser428Phe Ashkenazi Jewish founder pathogenic variant. Fam Cancer 2021; 21:305-308. [PMID: 34622392 DOI: 10.1007/s10689-021-00278-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 09/28/2021] [Indexed: 01/13/2023]
Abstract
A missense variant (p.Ser428Phe [S428F]) in the CHEK2 gene is reportedly associated with a 2-3 fold increase in breast cancer risk in Ashkenazi Jews. This study aimed to re-evaluate cancer risks conferred by the CHEK2 S428F variant in Ashkenazi Jews. De-identified data from CHEK2 S428F variant carriers sequenced with multigene panels were analyzed. Overall, 486/341,531 (0.14%) cases of all ethnicities diagnosed with any cancer type were CHEK2 S428F carriers, of whom 243/9980 self-identified as Ashkenazi Jews and carried this risk variant only. Compared with ethnically matched non-cancer controls, across all cancer cases, this variant was not more prevalent (p = 0.271). Specifically, variant prevalence was not different in breast cancer cases compared with controls. Though the variant was shown to be enriched in pancreatic cancer cases (p = 0.008), sample size was small. The CHEK2 S428F variant was not overrepresented in Ashkenazi Jews with breast cancer and most other cancer types analyzed, except for pancreatic cancer, compared with ethnically matched non- cancer controls. These findings should prompt reevaluating ethnic-specific CHEK2 S428F cancer attributable risk.
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13
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Campos FAB, Rouleau E, Torrezan GT, Carraro DM, Casali da Rocha JC, Mantovani HK, da Silva LR, Osório CABDT, Moraes Sanches S, Caputo SM, Santana dos Santos E. Genetic Landscape of Male Breast Cancer. Cancers (Basel) 2021; 13:3535. [PMID: 34298749 PMCID: PMC8305894 DOI: 10.3390/cancers13143535] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 07/06/2021] [Accepted: 07/08/2021] [Indexed: 12/20/2022] Open
Abstract
Male breast cancer (MBC) is now considered molecularly different from female breast cancer (FBC). Evidence from studies indicates that common genetic and epigenetic features of FBC are not shared with those diagnosed in men. Genetic predisposition is likely to play a significant role in the tumorigenesis of this rare disease. Inherited germline variants in BRCA1 and BRCA2 account for around 2% and 10% of MBC cases, respectively, and the lifetime risk of breast cancer for men harboring BRCA1 and BRCA2 mutations is 1.2% and 6.8%. As for FBC, pathogenic mutations in other breast cancer genes have also been recently associated with an increased risk of MBC, such as PALB2 and CHEK2 mutations. However, while multigene germline panels have been extensively performed for BC female patients, the rarity of MBC has resulted in limited data to allow the understanding of the magnitude of risk and the contribution of recently identified moderate penetrance genes of FBC for MBC predisposition. This review gathers available data about the germline genetic landscape of men affected by breast cancer, estimated risk associated with these genetic variants, and current guidelines for clinical management.
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Affiliation(s)
| | - Etienne Rouleau
- Department of Medical Biology and Pathology, Gustave Roussy, Cancer Genetics Laboratory, Gustave Roussy, 94805 Villejuif, France;
| | - Giovana Tardin Torrezan
- Genomics and Molecular Biology Group, International Center of Research CIPE, A.C.Camargo Cancer Center, Sao Paulo 01509-010, Brazil; (G.T.T.); (D.M.C.)
- National Institute of Science and Technology in Oncogenomics (INCITO), Sao Paulo 01508-010, Brazil
| | - Dirce Maria Carraro
- Genomics and Molecular Biology Group, International Center of Research CIPE, A.C.Camargo Cancer Center, Sao Paulo 01509-010, Brazil; (G.T.T.); (D.M.C.)
- National Institute of Science and Technology in Oncogenomics (INCITO), Sao Paulo 01508-010, Brazil
| | | | - Higor Kassouf Mantovani
- Department of Obstetrics and Gynecology, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas 13083-881, Brazil; (H.K.M.); (L.R.d.S.)
| | - Leonardo Roberto da Silva
- Department of Obstetrics and Gynecology, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas 13083-881, Brazil; (H.K.M.); (L.R.d.S.)
| | | | - Solange Moraes Sanches
- Deparment of Medical Oncology, A.C.Camargo Cancer Center, Sao Paulo 01509-010, Brazil; (S.M.S.); (E.S.d.S.)
| | - Sandrine M. Caputo
- Department of Genetics, Institut Curie, 75248 Paris, France;
- Institut Curie, PSL Research University, 75005 Paris, France
| | - Elizabeth Santana dos Santos
- Deparment of Medical Oncology, A.C.Camargo Cancer Center, Sao Paulo 01509-010, Brazil; (S.M.S.); (E.S.d.S.)
- Centro de Oncologia, Hospital Sírio Libanês, Sao Paulo 01308-050, Brazil
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14
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Stolarova L, Kleiblova P, Janatova M, Soukupova J, Zemankova P, Macurek L, Kleibl Z. CHEK2 Germline Variants in Cancer Predisposition: Stalemate Rather than Checkmate. Cells 2020; 9:cells9122675. [PMID: 33322746 PMCID: PMC7763663 DOI: 10.3390/cells9122675] [Citation(s) in RCA: 98] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Revised: 12/04/2020] [Accepted: 12/10/2020] [Indexed: 12/15/2022] Open
Abstract
Germline alterations in many genes coding for proteins regulating DNA repair and DNA damage response (DDR) to DNA double-strand breaks (DDSB) have been recognized as pathogenic factors in hereditary cancer predisposition. The ATM-CHEK2-p53 axis has been documented as a backbone for DDR and hypothesized as a barrier against cancer initiation. However, although CHK2 kinase coded by the CHEK2 gene expedites the DDR signal, its function in activation of p53-dependent cell cycle arrest is dispensable. CHEK2 mutations rank among the most frequent germline alterations revealed by germline genetic testing for various hereditary cancer predispositions, but their interpretation is not trivial. From the perspective of interpretation of germline CHEK2 variants, we review the current knowledge related to the structure of the CHEK2 gene, the function of CHK2 kinase, and the clinical significance of CHEK2 germline mutations in patients with hereditary breast, prostate, kidney, thyroid, and colon cancers.
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Affiliation(s)
- Lenka Stolarova
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, 12800 Prague, Czech Republic; (L.S.); (M.J.); (J.S.); (P.Z.)
- Laboratory of Cancer Cell Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, 14220 Prague, Czech Republic;
| | - Petra Kleiblova
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University and General University Hospital in Prague, 12800 Prague, Czech Republic;
| | - Marketa Janatova
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, 12800 Prague, Czech Republic; (L.S.); (M.J.); (J.S.); (P.Z.)
| | - Jana Soukupova
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, 12800 Prague, Czech Republic; (L.S.); (M.J.); (J.S.); (P.Z.)
| | - Petra Zemankova
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, 12800 Prague, Czech Republic; (L.S.); (M.J.); (J.S.); (P.Z.)
| | - Libor Macurek
- Laboratory of Cancer Cell Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, 14220 Prague, Czech Republic;
| | - Zdenek Kleibl
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, 12800 Prague, Czech Republic; (L.S.); (M.J.); (J.S.); (P.Z.)
- Correspondence: ; Tel.: +420-22496-745
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15
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Vargas-Parra G, Del Valle J, Rofes P, Gausachs M, Stradella A, Moreno-Cabrera JM, Velasco A, Tornero E, Menéndez M, Muñoz X, Iglesias S, López-Doriga A, Azuara D, Campos O, Cuesta R, Darder E, de Cid R, González S, Teulé A, Navarro M, Brunet J, Capellá G, Pineda M, Feliubadaló L, Lázaro C. Comprehensive analysis and ACMG-based classification of CHEK2 variants in hereditary cancer patients. Hum Mutat 2020; 41:2128-2142. [PMID: 32906215 DOI: 10.1002/humu.24110] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 08/13/2020] [Accepted: 09/06/2020] [Indexed: 12/11/2022]
Abstract
CHEK2 variants are associated with intermediate breast cancer risk, among other cancers. We aimed to comprehensively describe CHEK2 variants in a Spanish hereditary cancer (HC) cohort and adjust the American College of Medical Genetics and Genomics and the Association for Molecular Pathology (ACMG-AMP) guidelines for their classification. First, three CHEK2 frequent variants were screened in a retrospective Hereditary Breast and Ovarian Cancer cohort of 516 patients. After, the whole CHEK2 coding region was analyzed by next-generation sequencing in 1848 prospective patients with HC suspicion. We refined ACMG-AMP criteria and applied different combined rules to classify CHEK2 variants and define risk alleles. We identified 10 CHEK2 null variants, 6 missense variants with discordant interpretation in ClinVar database, and 35 additional variants of unknown significance. Twelve variants were classified as (likely)-pathogenic; two can also be considered "established risk-alleles" and one as "likely risk-allele." The prevalence of (likely)-pathogenic variants in the HC cohort was 0.8% (1.3% in breast cancer patients and 1.0% in hereditary nonpolyposis colorectal cancer patients). Here, we provide ACMG adjustment guidelines to classify CHEK2 variants. We hope that this study would be useful for variant classification of other genes with low effect variants.
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Affiliation(s)
- Gardenia Vargas-Parra
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Jesús Del Valle
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Paula Rofes
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Mireia Gausachs
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain
| | - Agostina Stradella
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Medical Oncology Department, Catalan Institute of Oncology, IDIBELL, Barcelona, Spain
| | - José M Moreno-Cabrera
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Angela Velasco
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Eva Tornero
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Mireia Menéndez
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Xavier Muñoz
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Silvia Iglesias
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Adriana López-Doriga
- Oncology Data Analytics Program (ODAP), Catalan Institute of Oncology, Barcelona, Spain.,Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Daniel Azuara
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Olga Campos
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Raquel Cuesta
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Esther Darder
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Rafael de Cid
- Programa de Medicina Predictiva i Personalitzada del Càncer-Institut Germans Trias i Pujol (PMPPC-IGTP), Genomes for Life-GCAT Lab Group, Badalona, Spain
| | - Sara González
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Alex Teulé
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Matilde Navarro
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Joan Brunet
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Medical Sciences Department, School of Medicine, University of Girona, Girona, Spain
| | - Gabriel Capellá
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Marta Pineda
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Lídia Feliubadaló
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Conxi Lázaro
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL-IGTP-IDIBGI, Badalona, Spain.,Program in Molecular Mechanisms and Experimental Therapy in Oncology (Oncobell), IDIBELL, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
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16
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Nizic-Kos T, Krajc M, Blatnik A, Stegel V, Skerl P, Novakovic S, Gazic B, Besic N. Bilateral Disease Common Among Slovenian CHEK2-Positive Breast Cancer Patients. Ann Surg Oncol 2020; 28:2561-2570. [PMID: 33030641 DOI: 10.1245/s10434-020-09178-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 09/07/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Currently, data on pathogenic variants in the CHEK2 gene and their impact on cancer risk are lacking. This study aimed to explore the characteristics of breast cancer (BC) patients from families with CHEK2 pathogenic variants in Slovenia. METHODS In the years 2014 to 2019, CHEK2 pathogenic variants/likely pathogenic variants (PV/LPVs) were found in probands from 50 different families who underwent genetic counseling and testing using a multigene panel at the authors' institution. Altogether, the study enrolled 75 individuals from 50 CHEK2 families who were carriers of a CHEK2 PV/LPV. The clinical data on 41 BC patients with CHEK2 PV/LPV and other carriers of CHEK2 PV/LPV from Slovenia were collected and analyzed. RESULTS Breast cancer was diagnosed in 41 of 75 CHEK2 PV/LPV carriers (40 females, 1 male). The mean age at BC diagnosis was 42.8 years (range, 21-63 years), and 27 (65.8%) of the 41 of patients with BC had a positive family history for BC. Contralateral BC (CBC) was observed in 8 (19.5%) of the 41 patients (mean age, 55.6 years). Of 12 patients with human epidermal growth factor receptor 2 (HER2)-positive tumor type, a c.444+1G > A PV/LPV was detected in 4 patients, c.349A > G in 3 patients, deletion of exons 9-10 in 3 patients, deletion of exon 8 in 1 patient, and c.1427C > T PV/LPV in 1 patient. CONCLUSION Bilateral BC was diagnosed in as many as 19.5% of the Slovenian BC patients with CHEK2 PV/LPVs. Breast cancer associated with a germline CHEK2 PV/LPV occurs in younger patients compared with sporadic BC.
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Affiliation(s)
- Tea Nizic-Kos
- Department of Surgical Oncology, Institute of Oncology, Zaloska 2, 1000, Ljubljana, Slovenia
| | - Mateja Krajc
- Cancer Genetics Clinic, Institute of Oncology, Zaloska 2, 1000, Ljubljana, Slovenia
| | - Ana Blatnik
- Cancer Genetics Clinic, Institute of Oncology, Zaloska 2, 1000, Ljubljana, Slovenia
| | - Vida Stegel
- Department of Molecular Diagnostics, Institute of Oncology, Zaloska 2, 1000, Ljubljana, Slovenia
| | - Petra Skerl
- Department of Molecular Diagnostics, Institute of Oncology, Zaloska 2, 1000, Ljubljana, Slovenia
| | - Srdjan Novakovic
- Department of Molecular Diagnostics, Institute of Oncology, Zaloska 2, 1000, Ljubljana, Slovenia
| | - Barbara Gazic
- Department of Pathology, Institute of Oncology, Zaloska 2, 1000, Ljubljana, Slovenia
| | - Nikola Besic
- Department of Surgical Oncology, Institute of Oncology, Zaloska 2, 1000, Ljubljana, Slovenia.
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17
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Bui AN, LeBoeuf NR, Nambudiri VE. Skin cancer risk in CHEK2 mutation carriers. J Eur Acad Dermatol Venereol 2020; 35:353-359. [PMID: 32531112 DOI: 10.1111/jdv.16729] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 05/11/2020] [Indexed: 12/20/2022]
Abstract
CHEK2 mutations have been linked with an increased risk of breast cancer. A unique challenge for oncodermatologists and oncologists is in the monitoring and counselling of patients regarding skin cancer risk due to CHEK2 mutation carrier status. In this review, we highlight current information in the literature on the risk of melanoma and non-melanoma skin cancers in CHEK2 mutation carriers. On the molecular level, CHEK2 is a cell cycle regulator that has been linked to cancer pathogenesis, though evidence from clinical studies regarding skin cancer risk has been inconsistent and conflicting. For melanoma, one study has demonstrated a statistically significant twofold risk of melanoma in individuals with CHEK2 mutations, particularly the CHEK2*1100delC variant. Five other studies did not show an association. For non-melanoma skin cancer, fewer data exist, with one prevalence study of CHEK2 mutations in a cohort of patients with basal cell carcinomas. Although there are currently no known studies of CHEK2 and cutaneous squamous cell carcinoma (SCC), data from other disciplines associating CHEK2 with head and neck SCCs are emerging. Overall, while there is currently not enough evidence to make conclusive statements regarding increased risk of melanoma and non-melanoma skin cancers in CHEK2 carriers, a molecular mechanism associating the mutation with cutaneous malignancy pathogenesis is evident, and further work is needed. Patient with CHEK2 mutations may benefit from screening dermatologic examinations with particular attention to skin cancers.
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Affiliation(s)
- A N Bui
- Harvard Medical School, Boston, MA, USA
| | - N R LeBoeuf
- Department of Dermatology, Brigham and Women's Hospital, Boston, MA, USA.,Center for Cutaneous Oncology, Dana-Farber/Brigham and Women's Cancer Center, Boston, MA, USA
| | - V E Nambudiri
- Department of Dermatology, Brigham and Women's Hospital, Boston, MA, USA.,Center for Cutaneous Oncology, Dana-Farber/Brigham and Women's Cancer Center, Boston, MA, USA
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18
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Harbeck N, Penault-Llorca F, Cortes J, Gnant M, Houssami N, Poortmans P, Ruddy K, Tsang J, Cardoso F. Breast cancer. Nat Rev Dis Primers 2019; 5:66. [PMID: 31548545 DOI: 10.1038/s41572-019-0111-2] [Citation(s) in RCA: 1404] [Impact Index Per Article: 280.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/22/2019] [Indexed: 12/24/2022]
Abstract
Breast cancer is the most frequent malignancy in women worldwide and is curable in ~70-80% of patients with early-stage, non-metastatic disease. Advanced breast cancer with distant organ metastases is considered incurable with currently available therapies. On the molecular level, breast cancer is a heterogeneous disease; molecular features include activation of human epidermal growth factor receptor 2 (HER2, encoded by ERBB2), activation of hormone receptors (oestrogen receptor and progesterone receptor) and/or BRCA mutations. Treatment strategies differ according to molecular subtype. Management of breast cancer is multidisciplinary; it includes locoregional (surgery and radiation therapy) and systemic therapy approaches. Systemic therapies include endocrine therapy for hormone receptor-positive disease, chemotherapy, anti-HER2 therapy for HER2-positive disease, bone stabilizing agents, poly(ADP-ribose) polymerase inhibitors for BRCA mutation carriers and, quite recently, immunotherapy. Future therapeutic concepts in breast cancer aim at individualization of therapy as well as at treatment de-escalation and escalation based on tumour biology and early therapy response. Next to further treatment innovations, equal worldwide access to therapeutic advances remains the global challenge in breast cancer care for the future.
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Affiliation(s)
- Nadia Harbeck
- LMU Munich, University Hospital, Department of Obstetrics and Gynecology, Breast Center and Comprehensive Cancer Center (CCLMU), Munich, Germany.
| | - Frédérique Penault-Llorca
- Department of Pathology and Biopathology, Jean Perrin Comprehensive Cancer Centre, UMR INSERM 1240, University Clermont Auvergne, Clermont-Ferrand, France
| | - Javier Cortes
- IOB Institute of Oncology, Quironsalud Group, Madrid and Barcelona, Spain.,Vall d´Hebron Institute of Oncology, Barcelona, Spain
| | - Michael Gnant
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Nehmat Houssami
- Sydney School of Public Health, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Philip Poortmans
- Department of Radiation Oncology, Institut Curie, Paris, France.,Université PSL, Paris, France
| | - Kathryn Ruddy
- Department of Oncology, Mayo Clinic, Rochester, MN, USA
| | - Janice Tsang
- Hong Kong Breast Oncology Group, The University of Hong Kong, Hong Kong, China
| | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Center/Champalimaud Foundation, Lisbon, Portugal
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19
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Bhai P, Saxena R, Kulshrestha S, Verma IC. A novel CHEK2 variant identified by next generation sequencing in an Indian family with hereditary breast cancer syndrome. Cancer Genet 2019; 235-236:13-17. [PMID: 31296309 DOI: 10.1016/j.cancergen.2019.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2018] [Revised: 04/01/2019] [Accepted: 05/29/2019] [Indexed: 11/25/2022]
Abstract
Genetic variations in CHEK2 (checkpoint kinase 2) gene have been associated with hereditary predisposition to various cancers including breast and ovarian cancer. CHEK2 tumor suppressor gene encodes for a checkpoint kinase that responds to breaks in DNA, regulates DNA repair and cellular proliferation. We report a BRCA negative family with multiple affected women having breast cancer, with a novel, missense, likely pathogenic variant in the CHEK2 gene (c.1376T>G; p.Ile459Ser) that segregated with subjects with breast cancer. This case provides insight into the role of the CHEK2 gene in causing breast cancer susceptibility in families and supports the use of multigene panel testing in cases with hereditary predisposition to breast cancer.
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Affiliation(s)
- Pratibha Bhai
- Institute of Medical Genetics and Genomics, Sir Ganga Ram Hospital, Rajinder Nagar, New Delhi 110060, India.
| | - Renu Saxena
- Institute of Medical Genetics and Genomics, Sir Ganga Ram Hospital, Rajinder Nagar, New Delhi 110060, India
| | - Samarth Kulshrestha
- Institute of Medical Genetics and Genomics, Sir Ganga Ram Hospital, Rajinder Nagar, New Delhi 110060, India.
| | - Ishwar Chander Verma
- Institute of Medical Genetics and Genomics, Sir Ganga Ram Hospital, Rajinder Nagar, New Delhi 110060, India
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20
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Kleiblova P, Stolarova L, Krizova K, Lhota F, Hojny J, Zemankova P, Havranek O, Vocka M, Cerna M, Lhotova K, Borecka M, Janatova M, Soukupova J, Sevcik J, Zimovjanova M, Kotlas J, Panczak A, Vesela K, Cervenkova J, Schneiderova M, Burocziova M, Burdova K, Stranecky V, Foretova L, Machackova E, Tavandzis S, Kmoch S, Macurek L, Kleibl Z. Identification of deleterious germline CHEK2 mutations and their association with breast and ovarian cancer. Int J Cancer 2019; 145:1782-1797. [PMID: 31050813 DOI: 10.1002/ijc.32385] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 04/24/2019] [Indexed: 12/15/2022]
Abstract
Germline mutations in checkpoint kinase 2 (CHEK2), a multiple cancer-predisposing gene, increase breast cancer (BC) risk; however, risk estimates differ substantially in published studies. We analyzed germline CHEK2 variants in 1,928 high-risk Czech breast/ovarian cancer (BC/OC) patients and 3,360 population-matched controls (PMCs). For a functional classification of VUS, we developed a complementation assay in human nontransformed RPE1-CHEK2-knockout cells quantifying CHK2-specific phosphorylation of endogenous protein KAP1. We identified 10 truncations in 46 (2.39%) patients and in 11 (0.33%) PMC (p = 1.1 × 10-14 ). Two types of large intragenic rearrangements (LGR) were found in 20/46 mutation carriers. Truncations significantly increased unilateral BC risk (OR = 7.94; 95%CI 3.90-17.47; p = 1.1 × 10-14 ) and were more frequent in patients with bilateral BC (4/149; 2.68%; p = 0.003), double primary BC/OC (3/79; 3.80%; p = 0.004), male BC (3/48; 6.25%; p = 8.6 × 10-4 ), but not with OC (3/354; 0.85%; p = 0.14). Additionally, we found 26 missense VUS in 88 (4.56%) patients and 131 (3.90%) PMC (p = 0.22). Using our functional assay, 11 variants identified in 15 (0.78%) patients and 6 (0.18%) PMC were scored deleterious (p = 0.002). Frequencies of functionally intermediate and neutral variants did not differ between patients and PMC. Functionally deleterious CHEK2 missense variants significantly increased BC risk (OR = 3.90; 95%CI 1.24-13.35; p = 0.009) and marginally OC risk (OR = 4.77; 95%CI 0.77-22.47; p = 0.047); however, carriers low frequency will require evaluation in larger studies. Our study highlights importance of LGR detection for CHEK2 analysis, careful consideration of ethnicity in both cases and controls for risk estimates, and demonstrates promising potential of newly developed human nontransformed cell line assay for functional CHEK2 VUS classification.
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Affiliation(s)
- Petra Kleiblova
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic.,Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Lenka Stolarova
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Katerina Krizova
- Laboratory of Cancer Cell Biology, Institute of Molecular Genetics of the ASCR, Prague, Czech Republic
| | - Filip Lhota
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jan Hojny
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Petra Zemankova
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Ondrej Havranek
- BIOCEV, First Faculty of Medicine, Charles University, Prague, Czech Republic.,Department of Hematology, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Michal Vocka
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Marta Cerna
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Klara Lhotova
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Marianna Borecka
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Marketa Janatova
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jana Soukupova
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jan Sevcik
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Martina Zimovjanova
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Jaroslav Kotlas
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Ales Panczak
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Kamila Vesela
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Jana Cervenkova
- Department of Radiology, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Michaela Schneiderova
- First Department of Surgery, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Monika Burocziova
- Laboratory of Cancer Cell Biology, Institute of Molecular Genetics of the ASCR, Prague, Czech Republic
| | - Kamila Burdova
- Laboratory of Cancer Cell Biology, Institute of Molecular Genetics of the ASCR, Prague, Czech Republic
| | - Viktor Stranecky
- Research Unit for Rare Diseases, Department of Pediatrics and Adolescent Medicine, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Lenka Foretova
- Department of Cancer Epidemiology and Genetics, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Eva Machackova
- Department of Cancer Epidemiology and Genetics, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Spiros Tavandzis
- Department of Medical Genetics, AGEL Laboratories, AGEL Research and Training Institute, Novy Jicin, Czech Republic
| | - Stanislav Kmoch
- Research Unit for Rare Diseases, Department of Pediatrics and Adolescent Medicine, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Libor Macurek
- Laboratory of Cancer Cell Biology, Institute of Molecular Genetics of the ASCR, Prague, Czech Republic
| | - Zdenek Kleibl
- Institute of Biochemistry and Experimental Oncology, First Faculty of Medicine, Charles University, Prague, Czech Republic
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Male breast cancer: a disease distinct from female breast cancer. Breast Cancer Res Treat 2018; 173:37-48. [PMID: 30267249 DOI: 10.1007/s10549-018-4921-9] [Citation(s) in RCA: 169] [Impact Index Per Article: 28.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Accepted: 08/09/2018] [Indexed: 12/20/2022]
Abstract
PURPOSE Male breast cancer (BC) is rare, representing approximately 1% of cancers that occur in men and approximately 1% of all BCs worldwide. Because male BC is rare, not much is known about the disease, and treatment recommendations are typically extrapolated from data available from clinical trials enrolling female BC patients. METHODS We review the epidemiology, risk factors, prognosis, and the varied molecular and clinicopathologic features that characterize male BC. In addition, we summarize the available data for the use of systemic therapy in the treatment of male BC and explore the ongoing development of targeted therapeutic agents for the treatment of this subgroup of BCs. RESULTS There are important biological differences between male and female BC. Male BC is almost exclusively hormone receptor positive (+), including the androgen receptor (AR), and is associated with an increased prevalence of BRCA2 germline mutations, especially in men with increased risk for developing high-risk BC. Additional research is warranted to better characterize male BC. To accomplish this, a multi-national consortium approach, such as the International Male Breast Cancer Program, is needed in response to the scarcity of patients. This approach allows the pooling of information from a large number of men with BC and the creation of registries for future therapeutic-focused clinical trials. CONCLUSIONS Given the unique biology of BC in men, promising new therapeutic targets are currently under investigation, including the use of poly-ADP-ribose polymerase inhibitors or AR-targeted agents either as monotherapy or in combination with other agents.
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