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Valentini V, Bucalo A, Conti G, Celli L, Porzio V, Capalbo C, Silvestri V, Ottini L. Gender-Specific Genetic Predisposition to Breast Cancer: BRCA Genes and Beyond. Cancers (Basel) 2024; 16:579. [PMID: 38339330 PMCID: PMC10854694 DOI: 10.3390/cancers16030579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 01/24/2024] [Accepted: 01/25/2024] [Indexed: 02/12/2024] Open
Abstract
Among neoplastic diseases, breast cancer (BC) is one of the most influenced by gender. Despite common misconceptions associating BC as a women-only disease, BC can also occur in men. Additionally, transgender individuals may also experience BC. Genetic risk factors play a relevant role in BC predisposition, with important implications in precision prevention and treatment. The genetic architecture of BC susceptibility is similar in women and men, with high-, moderate-, and low-penetrance risk variants; however, some sex-specific features have emerged. Inherited high-penetrance pathogenic variants (PVs) in BRCA1 and BRCA2 genes are the strongest BC genetic risk factor. BRCA1 and BRCA2 PVs are more commonly associated with increased risk of female and male BC, respectively. Notably, BRCA-associated BCs are characterized by sex-specific pathologic features. Recently, next-generation sequencing technologies have helped to provide more insights on the role of moderate-penetrance BC risk variants, particularly in PALB2, CHEK2, and ATM genes, while international collaborative genome-wide association studies have contributed evidence on common low-penetrance BC risk variants, on their combined effect in polygenic models, and on their role as risk modulators in BRCA1/2 PV carriers. Overall, all these studies suggested that the genetic basis of male BC, although similar, may differ from female BC. Evaluating the genetic component of male BC as a distinct entity from female BC is the first step to improve both personalized risk assessment and therapeutic choices of patients of both sexes in order to reach gender equality in BC care. In this review, we summarize the latest research in the field of BC genetic predisposition with a particular focus on similarities and differences in male and female BC, and we also discuss the implications, challenges, and open issues that surround the establishment of a gender-oriented clinical management for BC.
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Affiliation(s)
- Virginia Valentini
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (A.B.); (G.C.); (L.C.); (V.P.); (C.C.); (V.S.)
| | - Agostino Bucalo
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (A.B.); (G.C.); (L.C.); (V.P.); (C.C.); (V.S.)
| | - Giulia Conti
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (A.B.); (G.C.); (L.C.); (V.P.); (C.C.); (V.S.)
| | - Ludovica Celli
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (A.B.); (G.C.); (L.C.); (V.P.); (C.C.); (V.S.)
| | - Virginia Porzio
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (A.B.); (G.C.); (L.C.); (V.P.); (C.C.); (V.S.)
| | - Carlo Capalbo
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (A.B.); (G.C.); (L.C.); (V.P.); (C.C.); (V.S.)
- Medical Oncology Unit, Sant’Andrea University Hospital, 00189 Rome, Italy
| | - Valentina Silvestri
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (A.B.); (G.C.); (L.C.); (V.P.); (C.C.); (V.S.)
| | - Laura Ottini
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (V.V.); (A.B.); (G.C.); (L.C.); (V.P.); (C.C.); (V.S.)
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Ghadamgahi SR, Hosseinzadeh L, Ardalan Khales S, Nassiri M, Alidoust M, Etemadrezaei S, Khorshid Shamshiri A, Homaei Shandiz F, Pasdar A, Afzaljavan F. Potential Role of Zinc Finger 365 rs10822013 and rs10995190 in Mammographic Density, Sporadic Breast Cancer Risk, and Prognosis. IRANIAN JOURNAL OF MEDICAL SCIENCES 2023; 48:551-562. [PMID: 38094285 PMCID: PMC10715120 DOI: 10.30476/ijms.2023.96141.2767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 11/08/2022] [Accepted: 12/17/2022] [Indexed: 12/18/2023]
Abstract
Background Despite suggesting many genetic risk markers as the outcome of Genome-wide association studies (GWAS) for breast cancer, replicating the results in different populations has remained the main issue. In this regard, this study assessed the association of two variations in Zinc Finger 365 (ZNF365) in an Iranian population. Methods In a case-control study conducted at Mashhad University of Medical Sciences, Mashhad, Iran, between 2017 and 2020, ZNF365-rs10822013 and rs10995190 were genotyped using Allele-Specific PCR (AS-PCR). Breast density was assessed using mammography images. PHASE software module version 2 and SPSS version 16.0 were used for haplotype and statistical analyses. Quantitative and qualitative variables were compared between groups using independent t tests and Chi square tests, respectively. Binary logistic regression analysis was performed to calculate odds ratios. Multivariate analysis was then undertaken for the baseline variables, with a P<0.05 in the univariate analysis. The survival analysis was performed using the Kaplan-Meier method and the log-rank test. Results In this survey, 732 females, including 342 breast cancer patients and 390 healthy subjects, were enrolled. rs10822013-T allele (P=0.014), rs10995190-G allele (P=0.003), and TG haplotype (P=0.002) were significantly associated with the increased risk of breast cancer. Moreover, rs10995190-GG genotype (P=0.042) and C-G haplotype (P=0.019) revealed a significant association with better overall survival. However, considered polymorphisms and their haplotypes indicated no association with breast density and clinical features of breast cancer. Conclusion ZNF365 variants might be a potential risk marker of breast cancer in the Iranian population. The interaction between alleles in haplotypes may modulate the amount of the risk conferred by these variants. Further studies on different ethnic groups can validate these results.
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Affiliation(s)
- Seyed Reza Ghadamgahi
- Department of Genetics, School of Sciences, Azad University of Damghan, Damghan, Iran
| | - Leila Hosseinzadeh
- Lung Cancer and Immuno- Oncology Laboratory (LCIO), Jules Bordet Institute, Université Libre de Bruxelles, Brussels, Belgium
| | - Sahar Ardalan Khales
- Congenital Malformations Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Mohammadreza Nassiri
- Recombinant Protein Research Group, Research Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Maryam Alidoust
- Department of Medical Genetics and Molecular Medicine, School of Medicine, Mashhad University of Medical Science, Mashhad, Iran
| | | | - Asma Khorshid Shamshiri
- Department of Medical Genetics and Molecular Medicine, School of Medicine, Mashhad University of Medical Science, Mashhad, Iran
| | | | - Alireza Pasdar
- Division of Applied Medicine, School of Medicine, University of Aberdeen, Foresterhill, Aberdeen, AB25 2ZD, UK
| | - Fahimeh Afzaljavan
- Clinical Research Development Unit, Imam Reza Hospital, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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Sanchez A, Lhuillier J, Grosjean G, Ayadi L, Maenner S. The Long Non-Coding RNA ANRIL in Cancers. Cancers (Basel) 2023; 15:4160. [PMID: 37627188 PMCID: PMC10453084 DOI: 10.3390/cancers15164160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 08/14/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023] Open
Abstract
ANRIL (Antisense Noncoding RNA in the INK4 Locus), a long non-coding RNA encoded in the human chromosome 9p21 region, is a critical factor for regulating gene expression by interacting with multiple proteins and miRNAs. It has been found to play important roles in various cellular processes, including cell cycle control and proliferation. Dysregulation of ANRIL has been associated with several diseases like cancers and cardiovascular diseases, for instance. Understanding the oncogenic role of ANRIL and its potential as a diagnostic and prognostic biomarker in cancer is crucial. This review provides insights into the regulatory mechanisms and oncogenic significance of the 9p21 locus and ANRIL in cancer.
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Affiliation(s)
| | | | | | - Lilia Ayadi
- CNRS, Université de Lorraine, IMoPA, F-54000 Nancy, France
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Xia S, Lin Q. Estrogen Receptor Bio-Activities Determine Clinical Endocrine Treatment Options in Estrogen Receptor-Positive Breast Cancer. Technol Cancer Res Treat 2022; 21:15330338221090351. [PMID: 35450488 PMCID: PMC9036337 DOI: 10.1177/15330338221090351] [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] [Indexed: 12/14/2022] Open
Abstract
In estrogen receptor positive (ER+) breast cancer therapy, estrogen receptors (ERs) are the major targeting molecules. ER-targeted therapy has provided clinical benefits for approximately 70% of all breast cancer patients through targeting the ERα subtype. In recent years, mechanisms underlying breast cancer occurrence and progression have been extensively studied and largely clarified. The PI3K/AKT/mTOR pathway, microRNA regulation, and other ER downstream signaling pathways are found to be the effective therapeutic targets in ER+ BC therapy. A number of the ER+ (ER+) breast cancer biomarkers have been established for diagnosis and prognosis. The ESR1 gene mutations that lead to endocrine therapy resistance in ER+ breast cancer had been identified. Mutations in the ligand-binding domain of ERα which encoded by ESR1 gene occur in most cases. The targeted drugs combined with endocrine therapy have been developed to improve the therapeutic efficacy of ER+ breast cancer, particularly the endocrine therapy resistance ER+ breast cancer. The combination therapy has been demonstrated to be superior to monotherapy in overall clinical evaluation. In this review, we focus on recent progress in studies on ERs and related clinical applications for targeted therapy and provide a perspective view for therapy of ER+ breast cancer.
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Affiliation(s)
- Song Xia
- School of Medicine, Jiangsu University, Zhenjiang, China
| | - Qiong Lin
- School of Medicine, Jiangsu University, Zhenjiang, China
- Qiong Lin, School of Medicine, Jiangsu University, 301 Xuefu Road, Zhenjiang, China.
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Chan WL, Marinho J, Chavarri-Guerra Y, Hincapie-Echeverri J, Velasco RN, Akagunduz B, Roy M, Kwong WTG, Wu WF, Battisti NML, Soto-Perez-de-Celis E. Systemic treatment for triple negative breast cancer in older patients: A Young International Society of Geriatric Oncology Review Paper. J Geriatr Oncol 2022; 13:563-571. [DOI: 10.1016/j.jgo.2022.01.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 01/04/2022] [Indexed: 12/27/2022]
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Castillo-Castellanos F, Ramírez L, Lomelí H. zmiz1a zebrafish mutants have defective erythropoiesis, altered expression of autophagy genes, and a deficient response to vitamin D. Life Sci 2021; 284:119900. [PMID: 34453946 DOI: 10.1016/j.lfs.2021.119900] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 07/01/2021] [Accepted: 08/19/2021] [Indexed: 10/20/2022]
Abstract
ZMIZ1 is a transcriptional coactivator that is related to members of the protein inhibitor of activated STAT (PIAS) family. ZMIZ1 regulates the activity of various transcription factors including the androgen receptor, p53, and Smad3. ZMIZ1 also interacts with Notch1 and selectively regulates Notch1 target genes relevant for T cell development and leukemogenesis in mammals. Human ZMIZ1 is additionally characterized as a latitude-dependent autoimmune disease (LDAD) risk gene, as it is responsive to vitamin D and has been associated with at least eleven blood cell traits. To address the function of ZMIZ1 in fish, we introduced CRISPR/Cas9 mutations in the zmiz1a gene in zebrafish. We observed that inactivation of zmiz1a in developing zebrafish larvae results in lethality at 15 days post fertilization (dpf) and delayed erythroid maturation. Differential gene expression analysis indicated that 15 dpf zmiz1a-null larvae had altered expression of autophagy genes, and erythrocytes that lacked Zmiz1a function exhibited an accumulation of mitochondrial DNA. Furthermore, we observed that autophagy gene expression was dysregulated at earlier stages of development, which suggests the involvement of Zmiz1a in the regulation of autophagy genes beyond the process of red blood cell differentiation. Finally, we showed that the loss of Zmiz1a decreased the capacity of the embryos to respond to vitamin D, indicating additional participation of Zmiz1a as a mediator of vitamin D activity.
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Affiliation(s)
- Francisco Castillo-Castellanos
- Departamento de Genética del Desarrollo y Fisiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, México
| | - Laura Ramírez
- Departamento de Genética del Desarrollo y Fisiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, México
| | - Hilda Lomelí
- Departamento de Genética del Desarrollo y Fisiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, México.
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Gelmon KA, Fasching PA, Couch FJ, Balmaña J, Delaloge S, Labidi-Galy I, Bennett J, McCutcheon S, Walker G, O'Shaughnessy J. Clinical effectiveness of olaparib monotherapy in germline BRCA-mutated, HER2-negative metastatic breast cancer in a real-world setting: phase IIIb LUCY interim analysis. Eur J Cancer 2021; 152:68-77. [PMID: 34087573 DOI: 10.1016/j.ejca.2021.03.029] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 03/12/2021] [Accepted: 03/13/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND In the phase III OlympiAD trial, olaparib significantly increased progression-free survival (PFS) compared with chemotherapy of physician's choice in patients with germline BRCA-mutated (gBRCAm), human epidermal growth factor 2 (HER2)-negative metastatic breast cancer (mBC). The phase IIIb LUCY trial assessed the clinical effectiveness of olaparib in similar patients, in a setting reflecting clinical practice. METHODS This open-label, single-arm trial of olaparib (300 mg, twice daily) enrolled patients with BRCAm, HER2-negative mBC who had received taxane and/or anthracycline in the (neo)adjuvant/metastatic setting and not more than two lines of prior chemotherapy for mBC. Patients with hormone receptor-positive mBC had progressed on at least one line of endocrine therapy in an adjuvant/metastatic setting and were unsuitable for further endocrine treatment. This interim analysis was planned after 160 PFS events. RESULTS Of 563 patients screened, 252 patients with gBRCAm were enrolled and received at least one dose of olaparib. The median investigator-assessed PFS was 8.11 months (95% confidence interval [CI], 6.93-8.67; 166/252 events [65.9% maturity]). The investigator-assessed clinical response rate was 48.6%, and median time to first subsequent treatment or death was 9.66 months (95% CI, 8.67-11.14). The most common treatment-emergent adverse events (TEAEs; >20% patients) were nausea, anaemia, asthenia, vomiting and fatigue. Eleven patients (4.4%) discontinued treatment because of a TEAE. Grade 3 or higher TEAEs occurred in 64 patients (25.4%), including anaemia (33 patients; 13.1%). CONCLUSION Olaparib was clinically effective in patients with gBRCAm, HER2-negative mBC with safety outcomes consistent with previous findings. ClinicalTrials.gov identifier: NCT03286842.
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Affiliation(s)
- Karen A Gelmon
- Department of Medical Oncology, BC Cancer, Vancouver, BC, Canada.
| | - Peter A Fasching
- Erlangen University Hospital, Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Judith Balmaña
- Department of Medical Oncology, Hospital Universitari Vall d'Hebron and Vall d'Hebron Institute of Oncology, Passeig de la Vall d'Hebron, Barcelona, Spain
| | - Suzette Delaloge
- Breast Cancer Unit, Department of Cancer Medicine, Gustave Roussy, Villejuif, France
| | | | | | | | | | - Joyce O'Shaughnessy
- Baylor University Medical Centre, Texas Oncology and US Oncology, Dallas, TX, USA
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Grill S, Yahiaoui-Doktor M, Basrai M, Struck J, Schulte J, Berling-Ernst A, Engel C, Ullrich M, Lammert J, Bischoff SC, Schmidt T, Niederberger U, Chronas D, Rhiem K, Schmutzler R, Halle M, Kiechle M. Precursor fractions of neurotensin and enkephalin might point to molecular mechanisms of cancer risk modulation during a lifestyle-intervention in germline BRCA1/2 gene mutation carriers. Breast Cancer Res Treat 2021; 186:741-752. [PMID: 33543354 PMCID: PMC8019429 DOI: 10.1007/s10549-020-06070-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 12/23/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Germline BRCA1/2 mutation carriers (gBMC) face increased cancer risks that are modulated via non-genetic lifestyle factors whose underlying molecular mechanisms are unknown. The peptides Neurotensin (NT) and Enkephalin (ENK)-involved in tumorigenesis and obesity-related diseases-are of interest. We wanted to know whether these biomarkers differ between gBMC and women from the general population and what effect a 1-year lifestyle-intervention has in gBMC. METHODS The stable precursor fragments pro-NT and pro-ENK were measured at study entry (SE), after 3 and 12 months for 68 women from LIBRE-1 (a controlled lifestyle-intervention feasibility trial for gBMC involving structured endurance training and the Mediterranean Diet). The SE values were compared with a cohort of the general population including female subjects with and without previous cancer disease, non-suggestive for hereditary breast and ovarian cancer (OMA-reference). For LIBRE-1, we analysed the association between the intervention-related change in the two biomarkers and certain lifestyle factors. RESULTS At SE, gBMC had a higher median pro-NT than OMA-reference (in the subgroups with previous cancer 117 vs. 91 pmol/L, p = 0.002). Non-diseased gBMC had lower median pro-ENK levels when compared to the non-diseased reference group. VO2peak and pro-NT 1-year change in LIBRE-1 were inversely correlated (r = - 0.435; CI - 0.653 to - 0.151; p = 0.004). Pro-ENK correlated positively with VO2peak at SE (r = 0.323; CI 0.061-0.544; p = 0.017). Regression analyses showed an inverse association of 1-year changes for pro-NT and Omega-6/Omega-3 (Estimate: - 37.9, p = 0.097/0.080) in multivariate analysis. CONCLUSION Our results give first indications for lifestyle-related modification particularly of pro-NT in gBMC.
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Affiliation(s)
- Sabine Grill
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum Rechts Der Isar, Technical University Munich (TUM), Munich, Germany.
| | - Maryam Yahiaoui-Doktor
- Institute for Medical Informatics, Statistics and Epidemiology (IMISE), University of Leipzig, Leipzig, Germany
| | - Maryam Basrai
- Institute of Nutritional Medicine, University of Hohenheim, Stuttgart, Germany
| | | | | | - Anika Berling-Ernst
- Department of Prevention, Rehabilitation and Sports Medicine, Faculty of Medicine, University Hospital Rechts Der Isar, Technical University of Munich (TUM), Munich, Germany
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology (IMISE), University of Leipzig, Leipzig, Germany
| | - Mirjam Ullrich
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum Rechts Der Isar, Technical University Munich (TUM), Munich, Germany
| | - Jacqueline Lammert
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum Rechts Der Isar, Technical University Munich (TUM), Munich, Germany
| | - Stephan C Bischoff
- Institute of Nutritional Medicine, University of Hohenheim, Stuttgart, Germany
| | - Thorsten Schmidt
- Comprehensive Cancer Center, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Uwe Niederberger
- Institute for Medical Psychology and Medical Sociology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Dimitrios Chronas
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum Rechts Der Isar, Technical University Munich (TUM), Munich, Germany
| | - Kerstin Rhiem
- Center for Hereditary Breast and Ovarian Cancer, University Hospital Cologne, Cologne, Germany
| | - Rita Schmutzler
- Center for Hereditary Breast and Ovarian Cancer, University Hospital Cologne, Cologne, Germany
| | - Martin Halle
- Department of Prevention, Rehabilitation and Sports Medicine, Faculty of Medicine, University Hospital Rechts Der Isar, Technical University of Munich (TUM), Munich, Germany
| | - Marion Kiechle
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum Rechts Der Isar, Technical University Munich (TUM), Munich, Germany
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Coignard J, Lush M, Beesley J, O'Mara TA, Dennis J, Tyrer JP, Barnes DR, McGuffog L, Leslie G, Bolla MK, Adank MA, Agata S, Ahearn T, Aittomäki K, Andrulis IL, Anton-Culver H, Arndt V, Arnold N, Aronson KJ, Arun BK, Augustinsson A, Azzollini J, Barrowdale D, Baynes C, Becher H, Bermisheva M, Bernstein L, Białkowska K, Blomqvist C, Bojesen SE, Bonanni B, Borg A, Brauch H, Brenner H, Burwinkel B, Buys SS, Caldés T, Caligo MA, Campa D, Carter BD, Castelao JE, Chang-Claude J, Chanock SJ, Chung WK, Claes KBM, Clarke CL, Collée JM, Conroy DM, Czene K, Daly MB, Devilee P, Diez O, Ding YC, Domchek SM, Dörk T, Dos-Santos-Silva I, Dunning AM, Dwek M, Eccles DM, Eliassen AH, Engel C, Eriksson M, Evans DG, Fasching PA, Flyger H, Fostira F, Friedman E, Fritschi L, Frost D, Gago-Dominguez M, Gapstur SM, Garber J, Garcia-Barberan V, García-Closas M, García-Sáenz JA, Gaudet MM, Gayther SA, Gehrig A, Georgoulias V, Giles GG, Godwin AK, Goldberg MS, Goldgar DE, González-Neira A, Greene MH, Guénel P, Haeberle L, Hahnen E, Haiman CA, Håkansson N, Hall P, Hamann U, Harrington PA, Hart SN, He W, Hogervorst FBL, Hollestelle A, Hopper JL, Horcasitas DJ, Hulick PJ, Hunter DJ, Imyanitov EN, Jager A, Jakubowska A, James PA, Jensen UB, John EM, Jones ME, Kaaks R, Kapoor PM, Karlan BY, Keeman R, Khusnutdinova E, Kiiski JI, Ko YD, Kosma VM, Kraft P, Kurian AW, Laitman Y, Lambrechts D, Le Marchand L, Lester J, Lesueur F, Lindstrom T, Lopez-Fernández A, Loud JT, Luccarini C, Mannermaa A, Manoukian S, Margolin S, Martens JWM, Mebirouk N, Meindl A, Miller A, Milne RL, Montagna M, Nathanson KL, Neuhausen SL, Nevanlinna H, Nielsen FC, O'Brien KM, Olopade OI, Olson JE, Olsson H, Osorio A, Ottini L, Park-Simon TW, Parsons MT, Pedersen IS, Peshkin B, Peterlongo P, Peto J, Pharoah PDP, Phillips KA, Polley EC, Poppe B, Presneau N, Pujana MA, Punie K, Radice P, Rantala J, Rashid MU, Rennert G, Rennert HS, Robson M, Romero A, Rossing M, Saloustros E, Sandler DP, Santella R, Scheuner MT, Schmidt MK, Schmidt G, Scott C, Sharma P, Soucy P, Southey MC, Spinelli JJ, Steinsnyder Z, Stone J, Stoppa-Lyonnet D, Swerdlow A, Tamimi RM, Tapper WJ, Taylor JA, Terry MB, Teulé A, Thull DL, Tischkowitz M, Toland AE, Torres D, Trainer AH, Truong T, Tung N, Vachon CM, Vega A, Vijai J, Wang Q, Wappenschmidt B, Weinberg CR, Weitzel JN, Wendt C, Wolk A, Yadav S, Yang XR, Yannoukakos D, Zheng W, Ziogas A, Zorn KK, Park SK, Thomassen M, Offit K, Schmutzler RK, Couch FJ, Simard J, Chenevix-Trench G, Easton DF, Andrieu N, Antoniou AC. A case-only study to identify genetic modifiers of breast cancer risk for BRCA1/BRCA2 mutation carriers. Nat Commun 2021; 12:1078. [PMID: 33597508 PMCID: PMC7890067 DOI: 10.1038/s41467-020-20496-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 11/19/2020] [Indexed: 02/02/2023] Open
Abstract
Breast cancer (BC) risk for BRCA1 and BRCA2 mutation carriers varies by genetic and familial factors. About 50 common variants have been shown to modify BC risk for mutation carriers. All but three, were identified in general population studies. Other mutation carrier-specific susceptibility variants may exist but studies of mutation carriers have so far been underpowered. We conduct a novel case-only genome-wide association study comparing genotype frequencies between 60,212 general population BC cases and 13,007 cases with BRCA1 or BRCA2 mutations. We identify robust novel associations for 2 variants with BC for BRCA1 and 3 for BRCA2 mutation carriers, P < 10-8, at 5 loci, which are not associated with risk in the general population. They include rs60882887 at 11p11.2 where MADD, SP11 and EIF1, genes previously implicated in BC biology, are predicted as potential targets. These findings will contribute towards customising BC polygenic risk scores for BRCA1 and BRCA2 mutation carriers.
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Affiliation(s)
- Juliette Coignard
- Genetic Epidemiology of Cancer team, Inserm, U900, Paris, France
- Institut Curie Paris, Paris, France
- Mines ParisTech Fontainebleau, Paris, France
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- PSL University Paris, Paris, France
- Paris Sud University, Orsay, France
| | - Michael Lush
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Jonathan Beesley
- Department of Genetics and Computational Biology QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Tracy A O'Mara
- Department of Genetics and Computational Biology QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Jonathan P Tyrer
- Centre for Cancer Genetic Epidemiology, Department of Oncology University of Cambridge, Cambridge, UK
| | - Daniel R Barnes
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Lesley McGuffog
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Goska Leslie
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Manjeet K Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Muriel A Adank
- Family Cancer Clinic, The Netherlands Cancer Institute, Antoni van Leeuwenhoek hospital, Amsterdam, The Netherlands
| | - Simona Agata
- Immunology and Molecular Oncology, Unit Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Thomas Ahearn
- Division of Cancer Epidemiology and Genetics National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD, USA
| | - Kristiina Aittomäki
- Department of Clinical Genetics, Helsinki University Hospital University of Helsinki, Helsinki, Finland
| | - Irene L Andrulis
- Fred A. Litwin Center for Cancer Genetics Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, ON, Canada
- Department of Molecular Genetics University of Toronto, Toronto, ON, Canada
| | - Hoda Anton-Culver
- Department of Epidemiology, Genetic Epidemiology Research Institute University of California Irvine, Irvine, CA, USA
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Norbert Arnold
- Department of Gynaecology and Obstetrics University Hospital of Schleswig-Holstein, Campus Kiel, Christian-Albrechts University Kiel, Kiel, Germany
- Institute of Clinical Molecular Biology University Hospital of Schleswig-Holstein, Campus Kiel, Christian-Albrechts University Kiel, Kiel, Germany
| | - Kristan J Aronson
- Department of Public Health Sciences, and Cancer Research Institute Queen's University, Kingston, ON, Canada
| | - Banu K Arun
- Department of Breast Medical Oncology University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Annelie Augustinsson
- Department of Cancer Epidemiology, Clinical Sciences Lund University, Lund, 22242, Sweden
| | - Jacopo Azzollini
- Unit of Medical Genetics, Department of Medical Oncology and Hematology Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Daniel Barrowdale
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Caroline Baynes
- Centre for Cancer Genetic Epidemiology, Department of Oncology University of Cambridge, Cambridge, UK
| | - Heiko Becher
- Institute for Medical Biometrics and Epidemiology University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marina Bermisheva
- Institute of Biochemistry and Genetics Ufa Federal Research Centre of the Russian Academy of Sciences, Ufa, Russia
| | - Leslie Bernstein
- Department of Population Sciences Beckman Research Institute of City of Hope, Duarte, CA, USA
| | - Katarzyna Białkowska
- Department of Genetics and Pathology Pomeranian Medical University Szczecin, Szczecin, Poland
| | - Carl Blomqvist
- Department of Oncology, Helsinki University Hospital University of Helsinki, Helsinki, Finland
- Department of Oncology Örebro University Hospital, Örebro, Sweden
| | - Stig E Bojesen
- Copenhagen General Population Study, Herlev and Gentofte Hospital Copenhagen University Hospital, Herlev, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital Copenhagen University Hospital, Herlev, Denmark
- Faculty of Health and Medical Sciences University of Copenhagen, Copenhagen, Denmark
| | - Bernardo Bonanni
- Division of Cancer Prevention and Genetics IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Ake Borg
- Department of Oncology Lund University and Skåne University Hospital, Lund, Sweden
| | - Hiltrud Brauch
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany
- iFIT-Cluster of Excellence University of Tübingen, Tübingen, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Barbara Burwinkel
- Molecular Epidemiology Group, C080 German Cancer Research Center (DKFZ), Heidelberg, Germany
- Molecular Biology of Breast Cancer, University Womens Clinic Heidelberg University of Heidelberg, Heidelberg, Germany
| | - Saundra S Buys
- Department of Medicine Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Trinidad Caldés
- Molecular Oncology Laboratory CIBERONC, Hospital Clinico San Carlos, IdISSC (Instituto de Investigación Sanitaria del Hospital Clínico San Carlos), Madrid, Spain
| | - Maria A Caligo
- SOD Genetica Molecolare University Hospital, Pisa, Italy
| | - Daniele Campa
- Department of Biology University of Pisa, Pisa, Italy
- Division of Cancer Epidemiology German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Brian D Carter
- Behavioral and Epidemiology Research Group American Cancer Society Atlanta, Atlanta, GA, USA
| | - Jose E Castelao
- Oncology and Genetics Unit Instituto de Investigacion Sanitaria Galicia Sur (IISGS), Xerencia de Xestion Integrada de Vigo-SERGAS, Vigo, Spain
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology German Cancer Research Center (DKFZ), Heidelberg, Germany
- Cancer Epidemiology Group, University Cancer Center Hamburg (UCCH) University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD, USA
| | - Wendy K Chung
- Departments of Pediatrics and Medicine, Columbia University, New York, NY, USA
| | | | - Christine L Clarke
- Westmead Institute for Medical Research University of Sydney, Sydney, NSW, Australia
| | - J Margriet Collée
- Department of Clinical Genetics Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Don M Conroy
- Centre for Cancer Genetic Epidemiology, Department of Oncology University of Cambridge, Cambridge, UK
| | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Mary B Daly
- Department of Clinical Genetics Fox Chase Cancer Center Philadelphia, Philadelphia, PA, USA
| | - Peter Devilee
- Department of Pathology Leiden University Medical Center, Leiden, The Netherlands
- Department of Human Genetics Leiden University Medical Center, Leiden, The Netherlands
| | - Orland Diez
- Oncogenetics Group Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Clinical and Molecular Genetics Area University Hospital Vall d'Hebron, Barcelona, Spain
| | - Yuan Chun Ding
- Department of Population Sciences Beckman Research Institute of City of Hope, Duarte, CA, USA
| | - Susan M Domchek
- Basser Center for BRCA, Abramson Cancer Center University of Pennsylvania, Philadelphia, PA, USA
| | - Thilo Dörk
- Gynaecology Research Unit, Hannover Medical School, Hannover, Germany
| | - Isabel Dos-Santos-Silva
- Department of Non-Communicable Disease Epidemiology London School of Hygiene and Tropical Medicine, London, UK
| | - Alison M Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology University of Cambridge, Cambridge, UK
| | - Miriam Dwek
- School of Life Sciences University of Westminster, London, UK
| | - Diana M Eccles
- Faculty of Medicine University of Southampton, Southampton, UK
| | - A Heather Eliassen
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Epidemiology Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology University of Leipzig, Leipzig, Germany
| | - Mikael Eriksson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - D Gareth Evans
- Genomic Medicine, Division of Evolution and Genomic Sciences The University of Manchester, Manchester Academic Health Science Centre, Manchester Universities Foundation Trust, St Mary's Hospital, Manchester, UK
- Genomic Medicine, North West Genomics hub Manchester Academic Health Science Centre, Manchester Universities Foundation Trust, St Mary's Hospital, Manchester, UK
| | - Peter A Fasching
- David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology University of California at Los Angeles, Los Angeles, CA, USA
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center ER-EMN University Hospital Erlangen, Friedrich-Alexander-University, Erlangen-Nuremberg, Erlangen, Germany
| | - Henrik Flyger
- Department of Breast Surgery, Herlev and Gentofte Hospital Copenhagen University Hospital, Herlev, Denmark
| | - Florentia Fostira
- Molecular Diagnostics Laboratory, INRASTES National Centre for Scientific Research íDemokritosí, Athens, Greece
| | - Eitan Friedman
- The Susanne Levy Gertner Oncogenetics Unit Chaim Sheba Medical Center, Ramat Gan, Israel
- Sackler Faculty of Medicine Tel Aviv University, Ramat Aviv, Israel
| | - Lin Fritschi
- School of Public Health Curtin University, Perth, Western Australia, Australia
| | - Debra Frost
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Manuela Gago-Dominguez
- Genomic Medicine Group, Galician Foundation of Genomic Medicine Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain
- Moores Cancer Center University of California, San Diego La Jolla, CA, USA
| | - Susan M Gapstur
- Behavioral and Epidemiology Research Group American Cancer Society Atlanta, Atlanta, GA, USA
| | - Judy Garber
- Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Vanesa Garcia-Barberan
- Medical Oncology Department, Hospital Clínico San Carlos Instituto de Investigación Sanitaria San Carlos (IdISSC), Centro Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Montserrat García-Closas
- Division of Cancer Epidemiology and Genetics National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD, USA
| | - José A García-Sáenz
- Medical Oncology Department, Hospital Clínico San Carlos Instituto de Investigación Sanitaria San Carlos (IdISSC), Centro Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Mia M Gaudet
- Behavioral and Epidemiology Research Group American Cancer Society Atlanta, Atlanta, GA, USA
| | - Simon A Gayther
- Center for Bioinformatics and Functional Genomics and the Cedars Sinai Genomics Core Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Andrea Gehrig
- Department of Human Genetics University Würzburg, Würzburg, Germany
| | | | - Graham G Giles
- Cancer Epidemiology Division Cancer Council Victoria, Melbourne, VIC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health Monash University, Clayton, VIC, Australia
| | - Andrew K Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - Mark S Goldberg
- Department of Medicine, McGill University, Montréal, QC, Canada
- Division of Clinical Epidemiology, Royal Victoria Hospital McGill University Montréal, Montréal, QC, Canada
| | - David E Goldgar
- Huntsman Cancer Institute and Department of Dermatology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Anna González-Neira
- Human Cancer Genetics Programme Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Mark H Greene
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics National Cancer Institute, Bethesda, MD, USA
| | - Pascal Guénel
- Cancer & Environment Group, Center for Research in Epidemiology and Population Health (CESP) INSERM, University Paris-Sud, University Paris-Saclay, Villejuif, France
| | - Lothar Haeberle
- Department of Gynaecology and Obstetrics, University Hospital Erlangen Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - Eric Hahnen
- Center for Hereditary Breast and Ovarian Cancer Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Center for Integrated Oncology (CIO) Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine University of Southern California, Los Angeles, CA, USA
| | | | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Oncology, Södersjukhuset, Stockholm, Sweden
| | - Ute Hamann
- Molecular Genetics of Breast Cancer German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Patricia A Harrington
- Centre for Cancer Genetic Epidemiology, Department of Oncology University of Cambridge, Cambridge, UK
| | - Steven N Hart
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Wei He
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Frans B L Hogervorst
- Family Cancer Clinic, The Netherlands Cancer Institute, Antoni van Leeuwenhoek hospital, Amsterdam, The Netherlands
| | - Antoinette Hollestelle
- Department of Medical Oncology, Family Cancer Clinic Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Darling J Horcasitas
- New Mexico Oncology Hematology Consultants, University of New Mexico, Albuquerque, NM, USA
| | - Peter J Hulick
- Center for Medical Genetics NorthShore University HealthSystem, Evanston, IL, USA
- The University of Chicago Pritzker School of Medicine Chicago, Chicago, IL, USA
| | - David J Hunter
- Department of Epidemiology Harvard TH Chan School of Public Health, Boston, MA, USA
- Program in Genetic Epidemiology and Statistical Genetics Harvard TH Chan School of Public Health Boston, Boston, MA, USA
- Nuffield Department of Population Health University of Oxford, Oxford, UK
| | | | - Agnes Jager
- Department of Medical Oncology, Family Cancer Clinic Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Anna Jakubowska
- Department of Genetics and Pathology Pomeranian Medical University Szczecin, Szczecin, Poland
- Independent Laboratory of Molecular Biology and Genetic Diagnostics Pomeranian Medical University, Szczecin, Poland
| | - Paul A James
- Sir Peter MacCallum Department of Oncology The University of Melbourne, Melbourne, VIC, Australia
- Parkville Familial Cancer Centre Peter MacCallum Cancer Center, Melbourne, VIC, Australia
| | - Uffe Birk Jensen
- Department of Clinical Genetics Aarhus, University Hospital, Aarhus, Denmark
| | - Esther M John
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael E Jones
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Rudolf Kaaks
- Division of Cancer Epidemiology German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Pooja Middha Kapoor
- Division of Cancer Epidemiology German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Genetics and Epidemiology The Institute of Cancer Research, London, UK
| | - Beth Y Karlan
- Faculty of Medicine University of Heidelberg, Heidelberg, Germany
- David Geffen School of Medicine, Department of Obstetrics and Gynecology University of California at Los Angeles, Los Angeles, CA, USA
| | - Renske Keeman
- Womenís Cancer Program at the Samuel Oschin Comprehensive Cancer Institute Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Elza Khusnutdinova
- Institute of Biochemistry and Genetics Ufa Federal Research Centre of the Russian Academy of Sciences, Ufa, Russia
- Division of Molecular Pathology The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Johanna I Kiiski
- Department of Genetics and Fundamental Medicine Bashkir State Medical University, Ufa, Russia
| | - Yon-Dschun Ko
- Department of Obstetrics and Gynecology, Helsinki University Hospital University of Helsinki, Helsinki, Finland
| | - Veli-Matti Kosma
- Department of Internal Medicine, Evangelische Kliniken Bonn gGmbH Johanniter Krankenhaus, Bonn, Germany
- Translational Cancer Research Area University of Eastern Finland, Kuopio, Finland
- Institute of Clinical Medicine, Pathology and Forensic Medicine University of Eastern Finland, Kuopio, Finland
| | - Peter Kraft
- Department of Epidemiology Harvard TH Chan School of Public Health, Boston, MA, USA
- Program in Genetic Epidemiology and Statistical Genetics Harvard TH Chan School of Public Health Boston, Boston, MA, USA
| | - Allison W Kurian
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Yael Laitman
- The Susanne Levy Gertner Oncogenetics Unit Chaim Sheba Medical Center, Ramat Gan, Israel
| | - Diether Lambrechts
- VIB Center for Cancer Biology, Leuven, Belgium
- Laboratory for Translational Genetics, Department of Human Genetics University of Leuven, Leuven, Belgium
| | - Loic Le Marchand
- Epidemiology Program University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Jenny Lester
- Faculty of Medicine University of Heidelberg, Heidelberg, Germany
- David Geffen School of Medicine, Department of Obstetrics and Gynecology University of California at Los Angeles, Los Angeles, CA, USA
| | - Fabienne Lesueur
- Genetic Epidemiology of Cancer team, Inserm, U900, Paris, France
- Institut Curie Paris, Paris, France
- Mines ParisTech Fontainebleau, Paris, France
- PSL University Paris, Paris, France
| | - Tricia Lindstrom
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Adria Lopez-Fernández
- High Risk and Cancer Prevention Group Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Jennifer T Loud
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics National Cancer Institute, Bethesda, MD, USA
| | - Craig Luccarini
- Centre for Cancer Genetic Epidemiology, Department of Oncology University of Cambridge, Cambridge, UK
| | - Arto Mannermaa
- Department of Internal Medicine, Evangelische Kliniken Bonn gGmbH Johanniter Krankenhaus, Bonn, Germany
- Translational Cancer Research Area University of Eastern Finland, Kuopio, Finland
- Institute of Clinical Medicine, Pathology and Forensic Medicine University of Eastern Finland, Kuopio, Finland
| | - Siranoush Manoukian
- Unit of Medical Genetics, Department of Medical Oncology and Hematology Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Sara Margolin
- Department of Oncology, Södersjukhuset, Stockholm, Sweden
- Department of Clinical Science and Education, Södersjukhuset Karolinska Institutet, Stockholm, Sweden
| | - John W M Martens
- Department of Medical Oncology, Family Cancer Clinic Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Noura Mebirouk
- Genetic Epidemiology of Cancer team, Inserm, U900, Paris, France
- Institut Curie Paris, Paris, France
- Mines ParisTech Fontainebleau, Paris, France
- PSL University Paris, Paris, France
| | - Alfons Meindl
- Department of Gynecology and Obstetrics University of Munich, Campus Grosshadern, Munich, Germany
| | - Austin Miller
- NRG Oncology, Statistics and Data Management Center Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Roger L Milne
- Cancer Epidemiology Division Cancer Council Victoria, Melbourne, VIC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health Monash University, Clayton, VIC, Australia
| | - Marco Montagna
- Immunology and Molecular Oncology, Unit Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Katherine L Nathanson
- Basser Center for BRCA, Abramson Cancer Center University of Pennsylvania, Philadelphia, PA, USA
| | - Susan L Neuhausen
- Department of Population Sciences Beckman Research Institute of City of Hope, Duarte, CA, USA
| | - Heli Nevanlinna
- Department of Genetics and Fundamental Medicine Bashkir State Medical University, Ufa, Russia
| | - Finn C Nielsen
- Center for Genomic Medicine Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Katie M O'Brien
- Epidemiology Branch National Institute of Environmental Health Sciences, NIH Research Triangle Park, Durham, NC, USA
| | | | - Janet E Olson
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Håkan Olsson
- Department of Cancer Epidemiology, Clinical Sciences Lund University, Lund, 22242, Sweden
| | - Ana Osorio
- Human Cancer Genetics Programme Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Centro de Investigación en Red de Enfermedades Raras (CIBERER), Madrid, Spain
| | - Laura Ottini
- Department of Molecular Medicine University La Sapienza, Rome, Italy
| | | | - Michael T Parsons
- Department of Genetics and Computational Biology QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Inge Sokilde Pedersen
- Molecular Diagnostics Aalborg University Hospital, Aalborg, Denmark
- Clinical Cancer Research Center Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine Aalborg University, Aalborg, Denmark
| | - Beth Peshkin
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Paolo Peterlongo
- Genome Diagnostics Program IFOM - the FIRC (Italian Foundation for Cancer Research) Institute of Molecular Oncology, Milan, Italy
| | - Julian Peto
- Department of Non-Communicable Disease Epidemiology London School of Hygiene and Tropical Medicine, London, UK
| | - Paul D P Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology University of Cambridge, Cambridge, UK
| | - Kelly-Anne Phillips
- Department of Genetics and Computational Biology QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology The University of Melbourne, Melbourne, VIC, Australia
| | - Eric C Polley
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Bruce Poppe
- Centre for Medical Genetics Ghent University, Gent, Belgium
| | - Nadege Presneau
- School of Life Sciences University of Westminster, London, UK
| | - Miquel Angel Pujana
- Translational Research Laboratory IDIBELL (Bellvitge Biomedical Research Institute), Catalan Institute of Oncology, CIBERONC, Barcelona, Spain
| | - Kevin Punie
- Leuven Multidisciplinary Breast Center, Department of Oncology Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium
| | - Paolo Radice
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Research Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | | | - Muhammad U Rashid
- Molecular Genetics of Breast Cancer German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Basic Sciences Shaukat Khanum Memorial Cancer Hospital and Research Centre (SKMCH & RC), Lahore, Pakistan
| | - Gad Rennert
- Clalit National Cancer Control Center Carmel Medical Center and Technion Faculty of Medicine, Haifa, Israel
| | - Hedy S Rennert
- Clalit National Cancer Control Center Carmel Medical Center and Technion Faculty of Medicine, Haifa, Israel
| | - Mark Robson
- Clinical Genetics Service, Department of Medicine Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Atocha Romero
- Medical Oncology Department Hospital Universitario Puerta de Hierro, Madrid, Spain
| | - Maria Rossing
- Center for Genomic Medicine Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | | | - Dale P Sandler
- Epidemiology Branch National Institute of Environmental Health Sciences, NIH Research Triangle Park, Durham, NC, USA
| | - Regina Santella
- Department of Epidemiology, Mailman School of Public Health Columbia University, New York, NY, USA
| | - Maren T Scheuner
- Cancer Genetics and Prevention Program University of California San Francisco, San Francisco, CA, USA
| | - Marjanka K Schmidt
- Womenís Cancer Program at the Samuel Oschin Comprehensive Cancer Institute Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Division of Psychosocial Research and Epidemiology The Netherlands Cancer Institute - Antoni van Leeuwenhoek hospital, Amsterdam, The Netherlands
| | - Gunnar Schmidt
- Institute of Human Genetics Hannover Medical School, Hannover, Germany
| | - Christopher Scott
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Priyanka Sharma
- Department of Internal Medicine, Division of Medical Oncology University of Kansas Medical Center, Westwood, KS, USA
| | - Penny Soucy
- Genomics Center, Centre Hospitalier Universitaire de Québec - Université Laval Research Center, Québec City, QC, Canada
| | - Melissa C Southey
- Precision Medicine, School of Clinical Sciences at Monash Health Monash University, Clayton, VIC, Australia
- Department of Clinical Pathology The University of Melbourne, Melbourne, VIC, Australia
| | - John J Spinelli
- Population Oncology BC Cancer, Vancouver, BC, Canada
- School of Population and Public Health University of British Columbia, Vancouver, BC, Canada
| | - Zoe Steinsnyder
- Clinical Genetics Research Lab, Department of Cancer Biology and Genetics Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Jennifer Stone
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
- The Curtin UWA Centre for Genetic Origins of Health and Disease Curtin University and University of Western Australia, Perth, Western Australia, Australia
| | - Dominique Stoppa-Lyonnet
- Service de Génétique Institut Curie, Paris, France
- Department of Tumour Biology INSERM U830, Paris, France
- Université Paris Descartes, Paris, France
| | - Anthony Swerdlow
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
- Division of Breast Cancer Research Institute of Cancer Research, London, UK
| | - Rulla M Tamimi
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Epidemiology Harvard TH Chan School of Public Health, Boston, MA, USA
- Program in Genetic Epidemiology and Statistical Genetics Harvard TH Chan School of Public Health Boston, Boston, MA, USA
| | | | - Jack A Taylor
- Epidemiology Branch National Institute of Environmental Health Sciences, NIH Research Triangle Park, Durham, NC, USA
- Epigenetic and Stem Cell Biology Laboratory National Institute of Environmental Health Sciences, NIH Research Triangle Park, Triangle Park, NC, USA
| | - Mary Beth Terry
- Department of Epidemiology, Mailman School of Public Health Columbia University, New York, NY, USA
| | - Alex Teulé
- Hereditary Cancer Program ONCOBELL-IDIBELL-IDIBGI-IGTP, Catalan Institute of Oncology, CIBERONC, Barcelona, Spain
| | - Darcy L Thull
- Department of Medicine Magee-Womens Hospital, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Marc Tischkowitz
- Program in Cancer Genetics, Departments of Human Genetics and Oncology McGill University, Montréal, QC, Canada
- Department of Medical Genetics, National Institute for Health Research Cambridge Biomedical Research Center, University of Cambridge, Cambridge, UK
| | - Amanda E Toland
- Department of Cancer Biology and Genetics The Ohio State University, Columbus, OH, USA
| | - Diana Torres
- Molecular Genetics of Breast Cancer German Cancer Research Center (DKFZ), Heidelberg, Germany
- Institute of Human Genetics Pontificia Universidad Javeriana, Bogota, Colombia
| | - Alison H Trainer
- Parkville Familial Cancer Centre Peter MacCallum Cancer Center, Melbourne, VIC, Australia
- Department of medicine University Of Melbourne, Melbourne, VIC, Australia
| | - Thérèse Truong
- Cancer & Environment Group, Center for Research in Epidemiology and Population Health (CESP) INSERM, University Paris-Sud, University Paris-Saclay, Villejuif, France
| | - Nadine Tung
- Department of Medical Oncology Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Celine M Vachon
- Department of Health Science Research, Division of Epidemiology Mayo Clinic, Rochester, MN, USA
| | - Ana Vega
- Fundación Pública Galega Medicina Xenómica-SERGAS, Instituto de Investigación Sanitaria Santiago de Compostela (IDIS); CIBERER, Santiago de Compostela, Spain
| | - Joseph Vijai
- Clinical Genetics Service, Department of Medicine Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Clinical Genetics Research Lab, Department of Cancer Biology and Genetics Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Qin Wang
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Barbara Wappenschmidt
- Center for Hereditary Breast and Ovarian Cancer Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Center for Integrated Oncology (CIO) Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Clarice R Weinberg
- Biostatistics and Computational Biology Branch National Institute of Environmental Health Sciences, NIH Research Triangle Park, Triangle Park, NC, USA
| | | | - Camilla Wendt
- Department of Clinical Science and Education, Södersjukhuset Karolinska Institutet, Stockholm, Sweden
| | - Alicja Wolk
- Institute of Environmental Medicine Karolinska Institutet, Stockholm, Sweden
- Department of Surgical Sciences Uppsala University, Uppsala, Sweden
| | | | - Xiaohong R Yang
- Division of Cancer Epidemiology and Genetics National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD, USA
| | - Drakoulis Yannoukakos
- Molecular Diagnostics Laboratory, INRASTES National Centre for Scientific Research íDemokritosí, Athens, Greece
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Argyrios Ziogas
- Department of Epidemiology, Genetic Epidemiology Research Institute University of California Irvine, Irvine, CA, USA
| | - Kristin K Zorn
- Magee-Womens Hospital, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Sue K Park
- Department of Preventive Medicine Seoul National University College of Medicine, Seoul, Korea
- Department of Biomedical Sciences Seoul National University Graduate School, Seoul, Korea
- Cancer Research Institute Seoul National University, Seoul, Korea
| | - Mads Thomassen
- Department of Clinical Genetics Odense University Hospital, Odence C, Denmark
| | - Kenneth Offit
- Clinical Genetics Service, Department of Medicine Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Clinical Genetics Research Lab, Department of Cancer Biology and Genetics Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Rita K Schmutzler
- Center for Hereditary Breast and Ovarian Cancer Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Center for Integrated Oncology (CIO) Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology Mayo Clinic, Rochester, MN, USA
| | - Jacques Simard
- Department of Epidemiology, Genetic Epidemiology Research Institute University of California Irvine, Irvine, CA, USA
| | - Georgia Chenevix-Trench
- Department of Genetics and Computational Biology QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Douglas F Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology University of Cambridge, Cambridge, UK
| | - Nadine Andrieu
- Genetic Epidemiology of Cancer team, Inserm, U900, Paris, France.
- Institut Curie Paris, Paris, France.
- Mines ParisTech Fontainebleau, Paris, France.
- PSL University Paris, Paris, France.
| | - Antonis C Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
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10
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Azawi S, Rincic M, Liehr T. Cytogenomic characteristics of murine breast cancer cell line JC. Mol Cytogenet 2021; 14:7. [PMID: 33526060 PMCID: PMC7852212 DOI: 10.1186/s13039-020-00524-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 12/22/2020] [Indexed: 11/29/2022] Open
Abstract
Background Breast cancer (BC), one of the most frequent human tumors, is genetically and histologically heterogeneous. Treatment options can be adapted according to BC subtype. Still, research is necessary to characterize BC biology better and to study potential new treatment options. Murine BC-cell lines can be used as model systems in this respect. Results Here for the first time murine BC-cell line JC was cytogenomically characterized as being complex rearranged and near-tetraploid. Multicolor banding and array comparative genomic hybridization were applied and the result was in silico translated to the human genome. Conclusions Even though being commercially available, cell line JC was yet not much included in BC-research, most likely due to a lack of cytogenomic data. Thus, here comprehensive data is provided on chromosomal aberrations, genomic imbalances and involved breakpoints of JC cell line. Also JC could be characterized as a model for BC of luminal B type, basal-like tumor rather than for luminal A type. Supplementary information The online version of this article (10.1186/s13039-020-00524-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shaymaa Azawi
- Institute of Human Genetics, Jena University Hospital, Friedrich Schiller University, Am Klinikum 1, 07747, Jena, Germany
| | - Martina Rincic
- Croatian Institute for Brain Research, School of Medicine University of Zagreb, Salata 12, 10000, Zagreb, Croatia
| | - Thomas Liehr
- Institute of Human Genetics, Jena University Hospital, Friedrich Schiller University, Am Klinikum 1, 07747, Jena, Germany.
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11
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Azawi S, Liehr T, Rincic M, Manferrari M. Molecular Cytogenomic Characterization of the Murine Breast Cancer Cell Lines C-127I, EMT6/P and TA3 Hauschka. Int J Mol Sci 2020; 21:ijms21134716. [PMID: 32630352 PMCID: PMC7369978 DOI: 10.3390/ijms21134716] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 06/26/2020] [Accepted: 07/01/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND To test and introduce effective and less toxic breast cancer (BC) treatment strategies, animal models, including murine BC cell lines, are considered as perfect platforms. Strikingly, the knowledge on the genetic background of applied BC cell lines is often sparse though urgently necessary for their targeted and really justified application. METHODS In this study, we performed the first molecular cytogenetic characterization for three murine BC cell lines C-127I, EMT6/P and TA3 Hauschka. Besides fluorescence in situ hybridization-banding, array comparative genomic hybridization was also applied. Thus, overall, an in silico translation for the detected imbalances and chromosomal break events in the murine cell lines to the corresponding homologous imbalances in humans could be provided. The latter enabled a comparison of the murine cell line with human BC cytogenomics. RESULTS All three BC cell lines showed a rearranged karyotype at different stages of complexity, which can be interpreted carefully as reflectance of more or less advanced tumor stages. CONCLUSIONS Accordingly, the C-127I cell line would represent the late stage BC while the cell lines EMT6/P and TA3 Hauschka would be models for the premalignant or early BC stage and an early or benign BC, respectively. With this cytogenomic information provided, these cell lines now can be applied really adequately in future research studies.
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Affiliation(s)
- Shaymaa Azawi
- Jena University Hospital, Friedrich Schiller University, Institute of Human Genetics, Am Klinikum 1, D-07747 Jena, Germany
| | - Thomas Liehr
- Jena University Hospital, Friedrich Schiller University, Institute of Human Genetics, Am Klinikum 1, D-07747 Jena, Germany
| | - Martina Rincic
- Croatian Institute for Brain Research, School of Medicine University of Zagreb, Salata 12, 10000 Zagreb, Croatia
| | - Mattia Manferrari
- Jena University Hospital, Friedrich Schiller University, Institute of Human Genetics, Am Klinikum 1, D-07747 Jena, Germany
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12
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Seifi S, Pouya F, Rahmani M, Mehramiz M, Rastgar-Moghadam A, Gharib M, Rahmani F, Shahidsales S, Hassanian SM, Khazaei M, Dadjoo P, Parvin SS, Yazdinezhad Y, Parizadeh SMR, Ferns GA, Fathi M, Avan A. Association of cyclin-dependent kinase inhibitor 2A/B with increased risk of developing breast cancer. J Cell Physiol 2019; 235:5141-5145. [PMID: 31721206 DOI: 10.1002/jcp.29388] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 09/03/2019] [Indexed: 11/10/2022]
Abstract
There is a growing body of data reporting the association of genetic alterations in chromosome 9P21 with the risk of developing cancer. In the current study, we studied the association of a genetic variant in CDKN2A/B, rs1333049, with the risk of developing breast cancer. A total of 339 participants with and without breast cancer entered to the study. Genotyping was done by the TaqMan real-time polymerase chain reaction (RT-PCR) method and gene expression analysis was ran by RT-PCR. Our data showed that the minor allele homozygote in the total population was 10%, whereas for heterozygote was 38%. The dominant genetic model demonstrated that individuals with breast cancer had advanced TNM classification. Moreover, the logistic regression revealed that individuals who had CC/CG genotypes might have an enhanced risk of developing breast cancer when compared to the holders of GG genotype (e.g., OR = 2.8; 95% CI,1.4-5.4; p = .001), after regulated for confounders; age and body mass index. Furthermore, our analysis showed that the CDKN2A/B gene was downregulated in patients (p < .001). We showed a meaningful relationship of CDKN2A/B with the risk of breast cancer, cancer, showing the importance of studies in great sample size and several centers for studying the value of the marker as a risk classification in the management of patients with breast cancer.
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Affiliation(s)
- Sima Seifi
- Department of Medical Biochemistry, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.,Student Research Committee, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Farzaneh Pouya
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mahsa Rahmani
- Department of Pathology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mehrane Mehramiz
- Cellular and Molecular Research Center, Urmia University of Medical Sciences, Urmia, Iran
| | - Azam Rastgar-Moghadam
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Masoumeh Gharib
- Department of Pathology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Farzad Rahmani
- Cancer Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Seyed Mahdi Hassanian
- Department of Medical Biochemistry, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.,Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Majid Khazaei
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Parisa Dadjoo
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyede Sara Parvin
- Cellular and Molecular Research Center, Urmia University of Medical Sciences, Urmia, Iran
| | - Yeganeh Yazdinezhad
- Orology Department, Emam Reza Hospital, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyed Mohammad Reza Parizadeh
- Department of Medical Biochemistry, School 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, Brighton, United Kingdom
| | - Mehdi Fathi
- Department of Anesthesia, Imam Reza Hospital, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amir Avan
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.,Cancer Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.,Student Research Committee, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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13
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Heinlen C, Hovick SR, Brock GN, Klamer BG, Toland AE, Senter L. Exploring genetic counselors' perceptions of usefulness and intentions to use refined risk models in clinical care based on the Technology Acceptance Model (TAM). J Genet Couns 2019; 28:664-672. [PMID: 30843639 PMCID: PMC6548677 DOI: 10.1002/jgc4.1079] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 11/29/2018] [Accepted: 11/30/2018] [Indexed: 01/08/2023]
Abstract
Pathogenic germline mutations in the BRCA1 or BRCA2 genes are associated with an elevated lifetime risk for breast (50%-85% risk) and ovarian cancer (20%-40% risk). Genome-wide association studies have identified over 100 genetic variants associated with modified breast and/or ovarian cancer risk in BRCA1 and BRCA2 carriers. Risk models generated based on these variants have shown that these genetic modifiers strongly influence absolute risk of developing breast or ovarian cancer in BRCA mutation carriers. There is a lack of understanding, however, about the clinical applicability and utility of these risk models. To investigate this gap, we collected survey data from 274 cancer genetic counselors (GCs) through the National Society of Genetic Counselors Cancer Special Interest Group. Questions assessed perceptions of usefulness and intentions of genetic counselors to use these refined risk models in clinical care based on the Technology Acceptance Model (TAM). We found that GCs' reactions to the estimates were largely positive, though they thought the possibility of changing management based on results was unlikely. Additionally, we found that more experienced GCs were more likely to consider refined risk estimates in clinic. Support also was provided for core predictions within the TAM, whereby the perceived usefulness (indirect effect est. = 0.08, 95% CI: [0.04, 0.13]) and perceived ease of use (indirect effect est. = 0.078, 95% CI: [0.04, 0.13]) of refined risk estimates were indirectly associated with intentions to use via attitudes.
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Affiliation(s)
- Christopher Heinlen
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University, Columbus, Ohio
- Genetic Counseling Program, Department of Genetics, OhioHealth, Columbus, Ohio
| | - Shelly R Hovick
- School of Communication, The Ohio State University, Columbus, Ohio
| | - Guy N Brock
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, Ohio
| | - Brett G Klamer
- Center for Biostatistics, The Ohio State University, Columbus, Ohio
| | - Amanda Ewart Toland
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University, Columbus, Ohio
- Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
- Department of Cancer Biology and Genetics, The Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Leigha Senter
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University, Columbus, Ohio
- Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
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14
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Ratnadiwakara M, Rooke M, Ohms SJ, French HJ, Williams RBH, Li RW, Zhang D, Lucas RM, Blackburn AC. The SuprMam1 breast cancer susceptibility locus disrupts the vitamin D/ calcium/ parathyroid hormone pathway and alters bone structure in congenic mice. J Steroid Biochem Mol Biol 2019; 188:48-58. [PMID: 30529760 DOI: 10.1016/j.jsbmb.2018.12.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Revised: 12/05/2018] [Accepted: 12/07/2018] [Indexed: 01/08/2023]
Abstract
Breast cancer is a complex disease, and approximately 30% of cases are considered to be hereditary or familial, with a large fraction of this being polygenic. However, it is difficult to demonstrate the functional importance of genes of small effect in population studies, and these genes are not always easily targeted for prevention. The SuprMam (suppressor of mammary tumour) breast cancer susceptibility alleles were previously identified as contributors to spontaneous mammary tumour development in Trp53+/- mice. In this study, we have generated and characterised congenic mice that contain the BALB/c SuprMam1 (susceptibility) locus on a C57BL/6 (resistant) background and discovered a subtle impairment in the vitamin D/ calcium/ parathyroid hormone (PTH) pathway. This was evident as altered gene expression in the mammary glands of key players in this pathway. Further functional analysis of the mice revealed elevated PTH levels, reduced Cyp27b1 expression in kidneys, and reduced trabecular bone volume/ tissue volume percentage. Plasma 25(OH)D and serum calcium were unchanged. This impairment was a result of genetic differences and occurred only in females, but the elevated PTH levels could be overcome with either calcium or vitamin D dietary supplementation. Either low levels of active vitamin D (1,25(OH)2D) or chronically elevated PTH levels may contribute to increased breast cancer susceptibility. These indicators are not easily measured in human population studies, but either mechanism may be preventable with dietary calcium or vitamin D supplements. Therefore, SuprMam congenic mice could serve as a valuable model for studying the role of gene-hormone-environment interactions of the vitamin D/ calcium/ PTH pathway in cancer and other diseases and for testing preventive interventions.
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Affiliation(s)
- Madara Ratnadiwakara
- Cancer Metabolism and Genetics Group, The John Curtin School of Medical Research, The Australian National University, Canberra, ACT, 2601, Australia
| | - Melissa Rooke
- Cancer Metabolism and Genetics Group, The John Curtin School of Medical Research, The Australian National University, Canberra, ACT, 2601, Australia
| | - Stephen J Ohms
- ACRF Biomolecular Resource Facility, The John Curtin School of Medical Research, The Australian National University, Canberra, ACT, 2601, Australia
| | - Hugh J French
- Molecular Systems Biology Group, The John Curtin School of Medical Research, The Australian National University, Canberra, ACT, 2601, Australia
| | - Rohan B H Williams
- Molecular Systems Biology Group, The John Curtin School of Medical Research, The Australian National University, Canberra, ACT, 2601, Australia
| | - Rachel W Li
- Trauma and Orthopaedic Research Laboratory, The Medical School, The Australian National University, Canberra, ACT, 2601, Australia
| | - Donghai Zhang
- Trauma and Orthopaedic Research Laboratory, The Medical School, The Australian National University, Canberra, ACT, 2601, Australia
| | - Robyn M Lucas
- National Centre for Epidemiology and Population Health, Research School of Population Health, The Australian National University, Canberra, ACT, 2601, Australia
| | - Anneke C Blackburn
- Cancer Metabolism and Genetics Group, The John Curtin School of Medical Research, The Australian National University, Canberra, ACT, 2601, Australia.
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15
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Hesari A, Maleksabet A, Tirkani AN, Ghazizadeh H, Iranifar E, Mohagheg F, Anoshrvani AA, Ghasemi F. Evaluation of the two polymorphisms rs1801133 in MTHFR and rs10811661 in CDKN2A/B in breast cancer. J Cell Biochem 2019; 120:2090-2097. [PMID: 30362613 DOI: 10.1002/jcb.27517] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Accepted: 07/27/2018] [Indexed: 01/24/2023]
Abstract
The 5,10-Methylenetetrahydrofolate reductase (MTHFR) was the rate-limiting enzyme in the methyl cycle, which was encoded by the MTHFR gene. MTHFR played a key role in homocysteine plasma level and was associated with the risk of breast cancer. The cyclin-dependent kinase (CDK) inhibitor (CDKN2A/B) was the tumor suppressor in the cell cycle regulation. The single-nucleotide polymorphism was thought to be associated with the predisposition of breast cancer and in subsequent immune response in different populations. The current study was conducted on a peripheral blood sample of 100 Iranian women with breast carcinoma and 142 cancer-free healthy female volunteers. The TaqMan real-time polymerase chain reaction technique was applied for genotyping of participants. The correlation of both variants and demographic data were investigated with the risk of breast cancer. Our data showed that the MTHFR allele T and TT genotype had the higher prevalence in patients (P < 0.0001) than the control group. The frequency of risk C allele into the CDKN2A/B rs10811661 was 72%. The correlations of menarche and underlying hormonal disorder with the risk of breast cancer were investigated; also our results showed that the menopause status was statistically significant between patients and controls (P = 0.036). Our investigations demonstrated that the MTHFR rs180113 and CDKN2A/B rs10811661 had a significant correlation with the elevated risk of breast cancer and they might be potentially valuable to apply as a prognostic factor for individual health care.
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Affiliation(s)
- Amirreza Hesari
- Department of Biotechnology, Molecular and Medicine Research Center, Faculty of Medicine, Arak University of Medical Sciences, Arak, Iran
| | - Amir Maleksabet
- Department of Medical Biotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Abolfazl Nosrati Tirkani
- Department of Biochemistry, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hamideh Ghazizadeh
- Molecular Medicine Group, Department of Modern Sciences and Technologies, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Elmira Iranifar
- Torbat Heydariyeh University of Medical Sciences, Torbat-e Heydarieh, Iran
| | - Fatoalah Mohagheg
- Department of Internal Medicine, Arak University of Medical Sciences, Arak, Iran
| | - Ali Arash Anoshrvani
- Department of Internal Medicine, Arak University of Medical Sciences, Arak, Iran
| | - Faezeh Ghasemi
- Department of Biotechnology, Molecular and Medicine Research Center, Faculty of Medicine, Arak University of Medical Sciences, Arak, Iran.,Blood Transfusion Research Center, High Institute for Research and Education in Transfusion Medicine, Tehran, Iran
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16
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Wendt C, Margolin S. Identifying breast cancer susceptibility genes - a review of the genetic background in familial breast cancer. Acta Oncol 2019; 58:135-146. [PMID: 30606073 DOI: 10.1080/0284186x.2018.1529428] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Heritage is the most important risk factor for breast cancer. About 15-20% of breast cancer is familial, referring to affected women who have one or more first- or second-degree relatives with the disease. The heritable component in these families is substantial, especially in families with aggregation of breast cancer with low age at onset. Identifying breast cancer susceptibility genes: Since the discovery of the highly penetrant autosomal dominant susceptibility genes BRCA1 and BRCA2 in the 1990s, several more breast cancer genes that confer a moderate to high risk of breast cancer have been identified. Furthermore, during the last decade, advances in genomic technologies have led to large scale genotyping in genome-wide association studies that have identified a considerable amount of common low penetrance loci. In total, the high risk genes, BRCA1, BRCA2, TP53, STK11, CD1 and PTEN account for approximately 20% of the familial risk. Moderate risk variants account for up to 5% of the inherited familial risk. The more than 180 identified low-risk loci explain 18% of the familial risk. Altogether more than half of the genetic background in familial breast cancer remains unclear. Other genes and low risk loci that explain a part the remaining fraction will probably be identified. Clinical aspects and future perspectives: Definitive clinical recommendations can be drawn only for carriers of germline variants in a limited number of high and moderate risk genes for which an association with breast cancer has been established. Future progress in evaluating previously identified breast cancer candidate variants and low risk loci as well as exploring new ones can play an important role in improving individual risk prediction in familial breast cancer.
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Affiliation(s)
- Camilla Wendt
- Department of Oncology, Södersjukhuset, Stockholm, Sweden
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Sara Margolin
- Department of Oncology, Södersjukhuset, Stockholm, Sweden
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
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17
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Ghobadi N, Mehramiz M, ShahidSales S, Rezaei Brojerdi A, Anvari K, Khazaei M, Rezayi M, Sadegh Khorrami M, Joudi‐Mashhad M, Ramshini H, Ahmadi‐Simab S, Moradi A, Hassanian SM, Ghayour‐Mobarhan M, Boroushaki MT, Ferns GA, Avan A. A genetic variant in
CDKN2A/2B
locus was associated with poor prognosis in patients with esophageal squamous cell carcinoma. J Cell Physiol 2018; 234:5070-5076. [PMID: 30238987 DOI: 10.1002/jcp.27310] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Accepted: 08/02/2018] [Indexed: 12/13/2022]
Abstract
Esophageal squamous cell carcinoma (ESCC) is among the leading causes of cancer related death. Despite of extensive efforts in identifying valid cancer prognostic biomarkers, only a very small number of markers have been identified. Several genetic variants in the 9p21 region have been identified that are associated with the risk of multiple cancers. Here, we explored the association of two genetic variants in the 9p21 region, CDKN2A/B, rs10811661, and rs1333049 for the first time in 273 subjects with, or without ESCC. We observed that the patients with ESCC had a higher frequency of a TT genotype for rs10811661 than individuals in the control group, and this polymorphism was also associated with tumor size. Moreover, a CC genotype for the rs1333049 polymorphism was associated with a reduced overall survival (OS) of patients with ESCC. In particular, patients with a CC (rs1333049) genotype had a significantly shorter OS (CC genotype: 34.5 ± 8.9 months vs. CG+GG: 47.7 ± 5.9 months; p value = 0.03). We have also shown the association of a novel genetic variant in CDKN2B gene with clinical outcome of patients with ESCC. Further investigations are warranted in a larger population to explore the value of emerging markers as a risk stratification marker in ESCC.
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Affiliation(s)
- Niloofar Ghobadi
- Department of Biochemistry Faculty of Sciences, Payam‐e Noor University of Mashhad Mashhad Iran
- Department of Biology Payam e Noor University, Branch of Sabzevar Sabzevar Iran
| | - Mehrane Mehramiz
- Metabolic syndrome Research center, Mashhad University of Medical Sciences Mashhad Iran
| | | | | | - Kazem Anvari
- Cancer Research Center, Mashhad University of Medical Sciences Mashhad Iran
| | - Majid Khazaei
- Metabolic syndrome Research center, Mashhad University of Medical Sciences Mashhad Iran
| | - Majid Rezayi
- Metabolic syndrome Research center, Mashhad University of Medical Sciences Mashhad Iran
| | - Mohammad Sadegh Khorrami
- Department of Modern Sciences and Technologies School of Medicine, Mashhad University of Medical Sciences Mashhad Iran
| | - Mona Joudi‐Mashhad
- Cancer Research Center, Mashhad University of Medical Sciences Mashhad Iran
| | - Hassan Ramshini
- Department of Biology Payam e Noor University, Branch of Sabzevar Sabzevar Iran
| | | | - Ali Moradi
- Cancer Research Center, Mashhad University of Medical Sciences Mashhad Iran
| | - Seyed Mahdi Hassanian
- Metabolic syndrome Research center, Mashhad University of Medical Sciences Mashhad Iran
- Department of Medical Biochemistry School of Medicine, Mashhad University of Medical Sciences Mashhad Iran
| | | | - Mohammad Taher Boroushaki
- Department of Pharmacology and Pharmacological Research Center of Medicinal Plants Faculty of Medicine, Mashhad University of Medical Sciences Mashhad Iran
| | - Gordon A. Ferns
- Division of Medical Education Brighton & Sussex Medical School Brighton Sussex UK
| | - Amir Avan
- Metabolic syndrome Research center, Mashhad University of Medical Sciences Mashhad Iran
- Cancer Research Center, Mashhad University of Medical Sciences Mashhad Iran
- Department of Modern Sciences and Technologies School of Medicine, Mashhad University of Medical Sciences Mashhad Iran
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18
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Tran TH, Utama FE, Sato T, Peck AR, Langenheim JF, Udhane SS, Sun Y, Liu C, Girondo MA, Kovatich AJ, Hooke JA, Shriver CD, Hu H, Palazzo JP, Bibbo M, Auer PW, Flister MJ, Hyslop T, Mitchell EP, Chervoneva I, Rui H. Loss of Nuclear Localized Parathyroid Hormone-Related Protein in Primary Breast Cancer Predicts Poor Clinical Outcome and Correlates with Suppressed Stat5 Signaling. Clin Cancer Res 2018; 24:6355-6366. [PMID: 30097435 DOI: 10.1158/1078-0432.ccr-17-3280] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 03/29/2018] [Accepted: 08/07/2018] [Indexed: 11/16/2022]
Abstract
PURPOSE Parathyroid hormone-related protein (PTHrP) is required for normal mammary gland development and biology. A PTHLH gene polymorphism is associated with breast cancer risk, and PTHrP promotes growth of osteolytic breast cancer bone metastases. Accordingly, current dogma holds that PTHrP is upregulated in malignant primary breast tumors, but solid evidence for this assumption is missing. EXPERIMENTAL DESIGN We used quantitative IHC to measure PTHrP in normal and malignant breast epithelia, and correlated PTHrP levels in primary breast cancer with clinical outcome. RESULTS PTHrP levels were markedly downregulated in malignant compared with normal breast epithelia. Moreover, low levels of nuclear localized PTHrP in cancer cells correlated with unfavorable clinical outcome in a test and a validation cohort of breast cancer treated at different institutions totaling nearly 800 cases. PTHrP mRNA levels in tumors of a third cohort of 737 patients corroborated this association, also after multivariable adjustment for standard clinicopathologic parameters. Breast cancer PTHrP levels correlated strongly with transcription factors Stat5a/b, which are established markers of favorable prognosis and key mediators of prolactin signaling. Prolactin stimulated PTHrP transcript and protein in breast cancer cell lines in vitro and in vivo, effects mediated by Stat5 through the P2 gene promoter, producing transcript AT6 encoding the PTHrP 1-173 isoform. Low levels of AT6, but not two alternative transcripts, correlated with poor clinical outcome. CONCLUSIONS This study overturns the prevailing view that PTHrP is upregulated in primary breast cancers and identifies a direct prolactin-Stat5-PTHrP axis that is progressively lost in more aggressive tumors.
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Affiliation(s)
- Thai H Tran
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Fransiscus E Utama
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Takahiro Sato
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Amy R Peck
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - John F Langenheim
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Sameer S Udhane
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Yunguang Sun
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Chengbao Liu
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Melanie A Girondo
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Albert J Kovatich
- John P. Murtha Cancer Center, Uniformed Services University and Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Jeffrey A Hooke
- John P. Murtha Cancer Center, Uniformed Services University and Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Craig D Shriver
- John P. Murtha Cancer Center, Uniformed Services University and Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Hai Hu
- Chan Soon-Shiong Institute of Molecular Medicine at Windber, Windber, Pennsylvania
| | - Juan P Palazzo
- Department of Pathology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Marluce Bibbo
- Department of Pathology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Paul W Auer
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin
| | - Michael J Flister
- Department of Physiology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Terry Hyslop
- Duke Cancer Institute, Department of Biostatistics & Bioinformatics, Duke University, Durham, North Carolina
| | - Edith P Mitchell
- Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Inna Chervoneva
- Division of Biostatistics, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Hallgeir Rui
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin.
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19
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Abstract
OPINION STATEMENT The single agent activity of PARP inhibitors (PARPi) in germline BRCA mutated (gBRCAm) breast and ovarian cancer suggests untapped potential for this new class of drug in breast cancer. The US Food and Drug Administration has approved three PARPi (olaparib, rucaparib, and niraparib) so far to treat certain ovarian cancers, including those with gBRCAm and olaparib for treatment of gBRCAm breast cancers. Several PARPi are now under clinical development for breast cancer in the various treatment settings. Recently, two phase III trials of olaparib (OlympiaD) and talazoparib (EMBRACA) demonstrated 3-month progression-free survival improvement with PARPi compared to physician's choice single agent chemotherapy in metastatic gBRCAm breast cancer. To date, PARPi seems less efficacious in metastatic breast cancer patients than those with BRCA mutated platinum-sensitive recurrent ovarian cancer, perhaps reflecting the biologic heterogeneity and low somatic BRCA mutation rate in breast cancer. The use of PARPi is gradually evolving, including combination strategies with chemotherapy, targeted agents, radiotherapy, or immunotherapy in women with and without gBRCAm. The role of predictive biomarkers, including molecular signatures and homologous recombination repair deficiency scores based on loss of heterozygosity and other structural genomic aberrations, will be crucial to identify a subgroup of patients who may have benefit from PARPi. An improved understanding of the mechanisms underlying PARPi clinical resistance will also be important to enable the development of new approaches to increase efficacy. This is a field rich in opportunity, and the coming years should see a better understanding of which breast cancer patients we should treat with PARPi and where these agents should come in over the course of treatment.
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Affiliation(s)
- Alexandra S Zimmer
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, 10 Center Dr. MSC1906 Building 10, Room 4B54, Bethesda, MD, 20892-1906, USA.
| | - Mitchell Gillard
- School of Medicine, Stony Brook University School of Medicine, 101 Nicolls Road Stony Brook, Bethesda, NY, 11794-8434, USA
| | - Stanley Lipkowitz
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, 10 Center Dr. MSC1906 Building 10, Room 4B54, Bethesda, MD, 20892-1906, USA
| | - Jung-Min Lee
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, 10 Center Dr. MSC1906 Building 10, Room 4B54, Bethesda, MD, 20892-1906, USA
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20
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Lilyquist J, Ruddy KJ, Vachon CM, Couch FJ. Common Genetic Variation and Breast Cancer Risk-Past, Present, and Future. Cancer Epidemiol Biomarkers Prev 2018; 27:380-394. [PMID: 29382703 PMCID: PMC5884707 DOI: 10.1158/1055-9965.epi-17-1144] [Citation(s) in RCA: 80] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Revised: 01/05/2018] [Accepted: 01/11/2018] [Indexed: 11/16/2022] Open
Abstract
Breast cancer is the most common cancer among women in the United States, with up to 30% of those diagnosed displaying a family history of breast cancer. To date, 18% of the familial risk of breast cancer can be explained by SNPs. This review summarizes the discovery of risk-associated SNPs using candidate gene and genome-wide association studies (GWAS), including discovery and replication in large collaborative efforts such as The Collaborative Oncologic Gene-environment Study and OncoArray. We discuss the evolution of GWAS studies, efforts to discover additional SNPs, and methods for identifying causal variants. We summarize findings associated with overall breast cancer, pathologic subtypes, and mutation carriers (BRCA1, BRCA2, and CHEK2). In addition, we summarize the development of polygenic risk scores (PRS) using the risk-associated SNPs and show how PRS can contribute to estimation of individual risks for developing breast cancer. Cancer Epidemiol Biomarkers Prev; 27(4); 380-94. ©2018 AACRSee all articles in this CEBP Focus section, "Genome-Wide Association Studies in Cancer."
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Affiliation(s)
- Jenna Lilyquist
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | | | - Celine M Vachon
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Fergus J Couch
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota.
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
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21
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Dominguez-Valentin M, Nakken S, Tubeuf H, Vodak D, Ekstrøm PO, Nissen AM, Morak M, Holinski-Feder E, Martins A, Møller P, Hovig E. Identification of genetic variants for clinical management of familial colorectal tumors. BMC MEDICAL GENETICS 2018; 19:26. [PMID: 29458332 PMCID: PMC5819082 DOI: 10.1186/s12881-018-0533-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 01/24/2018] [Indexed: 12/22/2022]
Abstract
Background The genetic mechanisms for families who meet the clinical criteria for Lynch syndrome (LS) but do not carry pathogenic variants in the mismatch repair (MMR) genes are still undetermined. We aimed to study the potential contribution of genes other than MMR genes to the biological and clinical characteristics of Norwegian families fulfilling Amsterdam (AMS) criteria or revised Bethesda guidelines. Methods The Hereditary Cancer Biobank of the Norwegian Radium Hospital was interrogated to identify individuals with a high risk of developing colorectal cancer (CRC) for whom no pathogenic variants in MMR genes had been found in routine diagnostic DNA sequencing. Forty-four cancer susceptibility genes were selected and analyzed by using our in-house designed TruSeq amplicon-based assay for targeted sequencing. RNA splicing- and protein-dedicated in silico analyses were performed for all variants of unknown significance (VUS). Variants predicted as likely to affect splicing were experimentally analyzed by resorting to minigene assays. Results We identified a patient who met the revised Bethesda guidelines and carried a likely pathogenic variant in CHEK2 (c.470 T > C, p.I157T). In addition, 25 unique VUS were identified in 18 individuals, of which 2 exonic variants (MAP3K1 c.764A > G and NOTCH3 c.5854G >A) were analyzed in the minigene splicing assay and found not to have an effect on RNA splicing. Conclusions Among high-risk CRC patients that fulfill the AMS criteria or revised Bethesda guidelines, targeted gene sequencing identified likely pathogenic variant and VUS in other genes than the MMR genes (CHEK2, NOTCH3 and MAP3K1). Our study suggests that the analysis of genes currently excluded from routine molecular diagnostic screens may confer cancer susceptibility. Electronic supplementary material The online version of this article (10.1186/s12881-018-0533-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Mev Dominguez-Valentin
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
| | - Sigve Nakken
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Hélène Tubeuf
- Inserm-U1245, UNIROUEN, Normandie Univ, Normandy Centre for Genomic and Personalized Medicine, Rouen, France.,Interactive Biosoftware, Rouen, France
| | - Daniel Vodak
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Per Olaf Ekstrøm
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Anke M Nissen
- Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Ziemssenstr. 1, Munich, Germany.,MGZ-Medizinisch Genetisches Zentrum, Munich, Germany
| | - Monika Morak
- Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Ziemssenstr. 1, Munich, Germany.,MGZ-Medizinisch Genetisches Zentrum, Munich, Germany
| | - Elke Holinski-Feder
- Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Ziemssenstr. 1, Munich, Germany.,MGZ-Medizinisch Genetisches Zentrum, Munich, Germany
| | - Alexandra Martins
- Inserm-U1245, UNIROUEN, Normandie Univ, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Pål Møller
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Department of Human Medicine, Universität Witten, Herdecke, Germany.,Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
| | - Eivind Hovig
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Department of Informatics, University of Oslo, Oslo, Norway.,Institute of Cancer Genetics and Informatics, Oslo University Hospital, Oslo, Norway
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22
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Rivandi M, Khorrami MS, Fiuji H, Shahidsales S, Hasanzadeh M, Jazayeri MH, Hassanian SM, Ferns GA, Saghafi N, Avan A. The 9p21 locus: A potential therapeutic target and prognostic marker in breast cancer. J Cell Physiol 2018; 233:5170-5179. [PMID: 29240242 DOI: 10.1002/jcp.26332] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 11/29/2017] [Indexed: 12/24/2022]
Abstract
Breast cancer is an important cause of cancer related mortality in women. Despite extensive efforts to identify valid biomarkers for risk stratification, there are relatively few with proven clinical utility. It is recognized that genetic factors play a major role in determining susceptibility to breast cancer. Recent genome-wide-association-studies and gene expression analysis have demonstrated that a locus on chromosome 9p21, which contains three genes; CDKN2B (encoding p15ink4b), CDKN2A (encoding p16ink4a and p14ARF) and the 3' end of CDKN2BAS (an antisense noncoding RNA in the INK4 locus [ANRIL]) are associated with an increased risk of this malignancy. ANRIL has a post transcriptional modulatory activity, which has been shown to perturb the expression of nearby genes and may play an important role in coordinating tissue remodeling through regulation of cell proliferation, apoptosis, aging, extra-cellular matrix remodeling, and inflammatory response. However, the role of ANRIL is not well understood in breast cancer. Hypermethylation of the p14ARF and p16INK4a genes is found in some tumor types. Nevertheless, further studies are necessary to confirm the clinical utility of these putative markers in risk stratification, or assessing prognosis. In this review, we have summarized the prognostic and therapeutic potential of the p14ARF and p16INK4a genes in patients with breast cancer.
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Affiliation(s)
- Mahdi Rivandi
- Department of Modern Sciences and Technologies, Faculty of Medicine Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohammad-Sadegh Khorrami
- Department of Modern Sciences and Technologies, Faculty of Medicine Mashhad University of Medical Sciences, Mashhad, Iran.,Student Research Committee of Department of modern Sciences and Technology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hamid Fiuji
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Malihe Hasanzadeh
- Department of Gynecology Oncology, Woman Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mir Hadi Jazayeri
- Immunology Research Center, Iran University of Medical Sciences, Tehran, Iran.,Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Seyed Mahdi Hassanian
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.,Department of Medical Biochemistry, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Gordon A Ferns
- Brighton and Sussex Medical School, Division of Medical Education, Falmer, Brighton, UK
| | - Nafiseh Saghafi
- Department of Gynecology Oncology, Woman Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amir Avan
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.,Cancer Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
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23
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Dominguez-Valentin M, Evans DGR, Nakken S, Tubeuf H, Vodak D, Ekstrøm PO, Nissen AM, Morak M, Holinski-Feder E, Martins A, Møller P, Hovig E. Genetic variants of prospectively demonstrated phenocopies in BRCA1/2 kindreds. Hered Cancer Clin Pract 2018; 16:4. [PMID: 29371908 PMCID: PMC5769521 DOI: 10.1186/s13053-018-0086-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 01/10/2018] [Indexed: 01/03/2023] Open
Abstract
Background In kindreds carrying path_BRCA1/2 variants, some women in these families will develop cancer despite testing negative for the family’s pathogenic variant. These families may have additional genetic variants, which not only may increase the susceptibility of the families’ path_BRCA1/2, but also be capable of causing cancer in the absence of the path_BRCA1/2 variants. We aimed to identify novel genetic variants in prospectively detected breast cancer (BC) or gynecological cancer cases tested negative for their families’ pathogenic BRCA1/2 variant (path_BRCA1 or path_BRCA2). Methods Women with BC or gynecological cancer who had tested negative for path_BRCA1 or path_BRCA2 variants were included. Forty-four cancer susceptibility genes were screened for genetic variation through a targeted amplicon-based sequencing assay. Protein- and RNA splicing-dedicated in silico analyses were performed for all variants of unknown significance (VUS). Variants predicted as the ones most likely affecting pre-mRNA splicing were experimentally analyzed in a minigene assay. Results We identified 48 women who were tested negative for their family’s path_BRCA1 (n = 13) or path_BRCA2 (n = 35) variants. Pathogenic variants in the ATM, BRCA2, MSH6 and MUTYH genes were found in 10% (5/48) of the cases, of whom 15% (2/13) were from path_BRCA1 and 9% (3/35) from path_BRCA2 families. Out of the 26 unique VUS, 3 (12%) were predicted to affect RNA splicing (APC c.721G > A, MAP3K1 c.764A > G and MSH2 c.815C > T). However, by using a minigene, assay we here show that APC c.721G > A does not cause a splicing defect, similarly to what has been recently reported for the MAP3K1 c.764A > G. The MSH2 c.815C > T was previously described as causing partial exon skipping and it was identified in this work together with the path_BRCA2 c.9382C > T (p.R3128X). Conclusion All women in breast or breast/ovarian cancer kindreds would benefit from being offered genetic testing irrespective of which causative genetic variants have been demonstrated in their relatives. Electronic supplementary material The online version of this article (10.1186/s13053-018-0086-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Mev Dominguez-Valentin
- 1Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - D Gareth R Evans
- 2Department of Genetic Medicine, The University of Manchester, Manchester Academic Health Science Centre, St. Mary's Hospital, Manchester, UK.,3Genesis Prevention Centre, University Hospital of South Manchester, Southmoor Road, Wythenshawe, UK
| | - Sigve Nakken
- 1Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Hélène Tubeuf
- 4Inserm-U1245, UNIROUEN, Normandie Univ, Normandy Centre for Genomic and Personalized Medicine, Rouen, France.,Interactive Biosoftware, Rouen, France
| | - Daniel Vodak
- 1Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Per Olaf Ekstrøm
- 1Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Anke M Nissen
- 6Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Ziemssenstr. 1, Munich, Germany.,MGZ-Medizinisch Genetisches Zentrum, Munich, Germany
| | - Monika Morak
- 6Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Ziemssenstr. 1, Munich, Germany.,MGZ-Medizinisch Genetisches Zentrum, Munich, Germany
| | - Elke Holinski-Feder
- 6Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Ziemssenstr. 1, Munich, Germany.,MGZ-Medizinisch Genetisches Zentrum, Munich, Germany
| | - Alexandra Martins
- 4Inserm-U1245, UNIROUEN, Normandie Univ, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Pål Møller
- 1Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,8Department of Human Medicine, Universität Witten/Herdecke, Witten, Germany.,9Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
| | - Eivind Hovig
- 1Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,10Department of Informatics, University of Oslo, Oslo, Norway.,11Institute of Cancer Genetics and Informatics, Oslo University Hospital, Oslo, Norway
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24
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Kiechle M, Dukatz R, Yahiaoui-Doktor M, Berling A, Basrai M, Staiger V, Niederberger U, Marter N, Lammert J, Grill S, Pfeifer K, Rhiem K, Schmutzler RK, Laudes M, Siniatchkin M, Halle M, Bischoff SC, Engel C. Feasibility of structured endurance training and Mediterranean diet in BRCA1 and BRCA2 mutation carriers - an interventional randomized controlled multicenter trial (LIBRE-1). BMC Cancer 2017; 17:752. [PMID: 29126396 PMCID: PMC5681801 DOI: 10.1186/s12885-017-3732-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2017] [Accepted: 10/30/2017] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Women with pathogenic BRCA germline mutations have an increased risk for breast and ovarian cancer that seems to be modified by life-style factors. Though, randomized trials investigating the impact of lifestyle interventions on cancer prevention and prognosis in BRCA carriers are still missing. METHODS We implemented a multicenter, prospective randomized controlled trial in BRCA1/2 patients, comparing a lifestyle intervention group (IG) with a control group (CG) with the primary aim to prove feasibility. Intervention comprised a structured, individualized endurance training alongside nutrition education based on the Mediterranean diet (MD) for 3 months, plus monthly group training and regular telephone contact during the subsequent 9 months. The CG attended one session on healthy nutrition and the benefits of physical activity. Primary endpoints were feasibility, acceptance and satisfaction over 12 months. Furthermore, effects on physical fitness, diet profile, body mass index (BMI), quality of life and perceived stress were investigated. RESULTS Sixty-eight participants (mean age 41, mean BMI 23.2 kg/m2) were enrolled, of whom 55 (81%, 26 IG, 29 CG) completed 12 months. 73% (n = 26) participated in at least 70% of all intervention sessions. Predictors for drop-outs (19%; n = 13) or non-adherence (27%; n = 7) were not found. 73% rated the program highly and 80% would participate again. Severe adverse events did not occur. Positive effects in the IG compared to the CG were observed for secondary endpoints: BMI, MD eating pattern and stress levels. CONCLUSIONS This lifestyle intervention was feasible, safe and well accepted. Positive results on eating habits, physical fitness and stress levels warrant a larger randomized trial. TRIAL REGISTRATION The study has been retrospectively registered at ClinicalTrials.gov (reference: NCT02087592 ) on March 12, 2014. The first patient was included on February 24, 2014.
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Affiliation(s)
- Marion Kiechle
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany.
| | - Ricarda Dukatz
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Maryam Yahiaoui-Doktor
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107, Leipzig, Germany
| | - Anika Berling
- Department of Prevention and Sports Medicine, Klinikum rechts der Isar, Technical University Munich (TUM), Georg-Brauchle Ring 56, 80638, Munich, Germany
| | - Maryam Basrai
- Institute for Nutritional Medicine, University Hohenheim, Fruwirthstr. 12, 70593, Stuttgart, Germany
| | - Vera Staiger
- Institute for Nutritional Medicine, University Hohenheim, Fruwirthstr. 12, 70593, Stuttgart, Germany
| | - Uwe Niederberger
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1 - 9, 24105, Kiel, Germany
| | - Nicole Marter
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1 - 9, 24105, Kiel, Germany
| | - Jacqueline Lammert
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Sabine Grill
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Katharina Pfeifer
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Kerstin Rhiem
- Center for Hereditary Breast and Ovarian Cancer, University Hospital Cologne, Kerpener Str. 34, 50931, Cologne, Germany
| | - Rita K Schmutzler
- Center for Hereditary Breast and Ovarian Cancer, University Hospital Cologne, Kerpener Str. 34, 50931, Cologne, Germany
| | - Matthias Laudes
- Department of Internal Medicine 1, University Hospital Schleswig-Holstein, Campus Kiel, Arnold-Heller-Strasse 3, 24105, Kiel, Germany
| | - Michael Siniatchkin
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1 - 9, 24105, Kiel, Germany
| | - Martin Halle
- Department of Prevention and Sports Medicine, Klinikum rechts der Isar, Technical University Munich (TUM), Georg-Brauchle Ring 56, 80638, Munich, Germany.,Else Kroener-Fresenius Prevention Center, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Stephan C Bischoff
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1 - 9, 24105, Kiel, Germany
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107, Leipzig, Germany
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25
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Robson M, Im SA, Senkus E, Xu B, Domchek SM, Masuda N, Delaloge S, Li W, Tung N, Armstrong A, Wu W, Goessl C, Runswick S, Conte P. Olaparib for Metastatic Breast Cancer in Patients with a Germline BRCA Mutation. N Engl J Med 2017; 377:523-533. [PMID: 28578601 DOI: 10.1056/nejmoa1706450] [Citation(s) in RCA: 1935] [Impact Index Per Article: 276.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Olaparib is an oral poly(adenosine diphosphate-ribose) polymerase inhibitor that has promising antitumor activity in patients with metastatic breast cancer and a germline BRCA mutation. METHODS We conducted a randomized, open-label, phase 3 trial in which olaparib monotherapy was compared with standard therapy in patients with a germline BRCA mutation and human epidermal growth factor receptor type 2 (HER2)-negative metastatic breast cancer who had received no more than two previous chemotherapy regimens for metastatic disease. Patients were randomly assigned, in a 2:1 ratio, to receive olaparib tablets (300 mg twice daily) or standard therapy with single-agent chemotherapy of the physician's choice (capecitabine, eribulin, or vinorelbine in 21-day cycles). The primary end point was progression-free survival, which was assessed by blinded independent central review and was analyzed on an intention-to-treat basis. RESULTS Of the 302 patients who underwent randomization, 205 were assigned to receive olaparib and 97 were assigned to receive standard therapy. Median progression-free survival was significantly longer in the olaparib group than in the standard-therapy group (7.0 months vs. 4.2 months; hazard ratio for disease progression or death, 0.58; 95% confidence interval, 0.43 to 0.80; P<0.001). The response rate was 59.9% in the olaparib group and 28.8% in the standard-therapy group. The rate of grade 3 or higher adverse events was 36.6% in the olaparib group and 50.5% in the standard-therapy group, and the rate of treatment discontinuation due to toxic effects was 4.9% and 7.7%, respectively. CONCLUSIONS Among patients with HER2-negative metastatic breast cancer and a germline BRCA mutation, olaparib monotherapy provided a significant benefit over standard therapy; median progression-free survival was 2.8 months longer and the risk of disease progression or death was 42% lower with olaparib monotherapy than with standard therapy. (Funded by AstraZeneca; OlympiAD ClinicalTrials.gov number, NCT02000622 .).
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Affiliation(s)
- Mark Robson
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Seock-Ah Im
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Elżbieta Senkus
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Binghe Xu
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Susan M Domchek
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Norikazu Masuda
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Suzette Delaloge
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Wei Li
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Nadine Tung
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Anne Armstrong
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Wenting Wu
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Carsten Goessl
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Sarah Runswick
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
| | - Pierfranco Conte
- From the Memorial Sloan Kettering Cancer Center, New York (M.R.); Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea (S.-A.I.); Medical University of Gdańsk, Gdańsk, Poland (E.S.); National Cancer Center-Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing (B.X.), and the First Hospital of Jilin University, Changchun (W.L.) - both in China; Basser Center, University of Pennsylvania, Philadelphia (S.M.D.); National Hospital Organization, Osaka National Hospital, Osaka, Japan (N.M.); Institut Gustave Roussy, Villejuif, France (S.D.); Beth Israel Deaconess Medical Center, Dana-Farber Harvard Cancer Center, Boston (N.T.); Christie Hospital NHS Foundation Trust and Faculty of Biology, Medicine and Health, University of Manchester, Manchester (A.A.), and AstraZeneca, Macclesfield (S.R.) - both in the United Kingdom; AstraZeneca, Gaithersburg, MD (W.W., C.G.); and University of Padua and Istituto Oncologico Veneto Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy (P.C.)
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ShahidSales S, Mehramiz M, Ghasemi F, Aledavood A, Shamsi M, Hassanian SM, Ghayour-Mobarhan M, Avan A. A genetic variant in CDKN2A/B gene is associated with the increased risk of breast cancer. J Clin Lab Anal 2017; 32. [PMID: 28276595 DOI: 10.1002/jcla.22190] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Accepted: 01/27/2017] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Breast cancer is among the leading cause of cancer-related-deaths in women, supporting the need for the identification of novel prognostic and predictive biomarkers. Recent studies have identified common genetic variants in a region on chromosome 9p21 associated with an increased risk of developing different cancers. Here, we explored the association of a genetic variant in CDKN2A/B, rs10811661, for the first time in 564 subjects with/without breast cancer. METHOD Genotyping was performed using TaqMan real time PCR method. The associations of this genetic variant with breast cancer risk and pathological information of patients were assessed. RESULTS We observed that patients with breast cancer had a higher frequency of TT genotype (P<.001) than control group, which was associated with advanced TNM classification (P=.04) and larger tumor size (P=.014), as detected by the recessive genetic inheritance model. Moreover, the logistic regression under recessive genetic model revealed that breast cancer patients with TT had higher risk of breast cancer, compared to CC/CT genotypes (eg, OR=4.9, 95% CI:1.9-12, P=.001), after adjusted for potential confounders, age, BMI, and family history. CONCLUSION We demonstrated that patients carrying the TT genotype for CDKN2A/B rs10811661 polymorphism had the increased risk of breast cancer susceptibility. However, further investigations are warranted in a larger and prospective setting to explore the value of this marker as a risk stratification marker in breast cancer.
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Affiliation(s)
- Soodabeh ShahidSales
- Cancer Research Center, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mehraneh Mehramiz
- Department of Modern Sciences and Technologies, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Faezeh Ghasemi
- Department of Modern Sciences and Technologies, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.,Department of Medical Biotechnology, Faculty of Medicine, Arak University of Medical Sciences, Arak, Iran
| | - Amir Aledavood
- Cancer Research Center, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mehri Shamsi
- Cancer Research Center, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyed Mahdi Hassanian
- Department of Medical Biochemistry, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.,Metabolic syndrome Research center, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Majid Ghayour-Mobarhan
- Department of Modern Sciences and Technologies, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.,Metabolic syndrome Research center, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amir Avan
- Metabolic syndrome Research center, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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27
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Baert A, Depuydt J, Van Maerken T, Poppe B, Malfait F, Van Damme T, De Nobele S, Perletti G, De Leeneer K, Claes KBM, Vral A. Analysis of chromosomal radiosensitivity of healthy BRCA2 mutation carriers and non-carriers in BRCA families with the G2 micronucleus assay. Oncol Rep 2017; 37:1379-1386. [PMID: 28184943 PMCID: PMC5364849 DOI: 10.3892/or.2017.5407] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Accepted: 10/03/2016] [Indexed: 01/07/2023] Open
Abstract
Breast cancer risk drastically increases in individuals with a heterozygous germline BRCA1 or BRCA2 mutation, while it is estimated to equal the population risk for relatives without the familial mutation (non-carriers). The aim of the present study was to use a G2 phase-specific micronucleus assay to investigate whether lymphocytes of healthy BRCA2 mutation carriers are characterized by increased radiosensitivity compared to controls without a family history of breast/ovarian cancer and how this relates to healthy non-carrier relatives. BRCA2 is active in homologous recombination, a DNA damage repair pathway, specifically active in the late S/G2 phase of the cell cycle. We found a significantly increased radiosensitivity in a cohort of healthy BRCA2 mutation carriers compared to individuals without a familial history of breast cancer (P=0.046; Mann-Whitney U test). At the individual level, 50% of healthy BRCA2 mutation carriers showed a radiosensitive phenotype (radiosensitivity score of 1 or 2), whereas 83% of the controls showed no radiosensitivity (P=0.038; one-tailed Fishers exact test). An odds ratio of 5 (95% CI, 1.07–23.47) indicated an association between the BRCA2 mutation and radiosensitivity in healthy mutation carriers. These results indicate the need for the gentle use of ionizing radiation for either diagnostic or therapeutic use in BRCA2 mutation carriers. We detected no increased radiosensitivity in the non-carrier relatives.
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Affiliation(s)
- Annelot Baert
- Department of Basic Medical Sciences, Ghent University, B-9000 Ghent, Belgium
| | - Julie Depuydt
- Department of Basic Medical Sciences, Ghent University, B-9000 Ghent, Belgium
| | - Tom Van Maerken
- Department of Pediatrics and Medical Genetics, Ghent University, B-9000 Ghent, Belgium
| | - Bruce Poppe
- Center for Medical Genetics, Ghent University Hospital, B-9000 Ghent, Belgium
| | - Fransiska Malfait
- Center for Medical Genetics, Ghent University Hospital, B-9000 Ghent, Belgium
| | - Tim Van Damme
- Center for Medical Genetics, Ghent University Hospital, B-9000 Ghent, Belgium
| | - Sylvia De Nobele
- Center for Medical Genetics, Ghent University Hospital, B-9000 Ghent, Belgium
| | - Gianpaolo Perletti
- Department of Basic Medical Sciences, Ghent University, B-9000 Ghent, Belgium
| | - Kim De Leeneer
- Center for Medical Genetics, Ghent University Hospital, B-9000 Ghent, Belgium
| | - Kathleen B M Claes
- Center for Medical Genetics, Ghent University Hospital, B-9000 Ghent, Belgium
| | - Anne Vral
- Department of Basic Medical Sciences, Ghent University, B-9000 Ghent, Belgium
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28
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Kiechle M, Engel C, Berling A, Hebestreit K, Bischoff S, Dukatz R, Gerber WD, Siniatchkin M, Pfeifer K, Grill S, Yahiaoui-Doktor M, Kirsch E, Niederberger U, Marter N, Enders U, Löffler M, Meindl A, Rhiem K, Schmutzler R, Erickson N, Halle M. Lifestyle intervention in BRCA1/2 mutation carriers: study protocol for a prospective, randomized, controlled clinical feasibility trial (LIBRE-1 study). Pilot Feasibility Stud 2016; 2:74. [PMID: 28031860 PMCID: PMC5165708 DOI: 10.1186/s40814-016-0114-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Accepted: 11/23/2016] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Women with highly penetrant BRCA mutations have a 55-60% lifetime risk for breast cancer and a 16-59% lifetime risk for ovarian cancer. However, penetrance differs interindividually, indicating that environmental and behavioral factors may modify this risk. These include lifestyle factors such as physical activity status, dietary habits, and body weight. The modification of penetrance by changing lifestyle factors has not thus far been investigated in a randomized trial in BRCA mutation carriers. METHODS Therefore, we intend to enroll 60 BRCA1/2 mutation carriers in a pilot feasibility study (Lifestyle Intervention Study in Women with Hereditary Breast and Ovarian Cancer (LIBRE) pilot). This multi-center, prospective, controlled trial aims to randomize (1:1) participants into a (1) multi-factorial lifestyle intervention group (IG) versus (2) the control group with usual care (CG). The primary endpoint is feasibility and acceptance of a structured interdisciplinary lifestyle intervention program over 12 months (at least 70% of the patients to complete the 1-year intervention). Furthermore, the effects on physical fitness, BMI, quality of life, and stress coping capacity will be investigated. During the first 3 months, women in the IG will receive structured, individualized and mainly supervised endurance training of ≥18 MET*h/week (MET = metabolic equivalent task) and personal nutritional counseling based on the Mediterranean diet. During the subsequent 9 months, the IG will receive monthly group training sessions and regular telephone contacts for motivation, whereas the CG will only receive usual care (one general counseling on healthy nutrition and benefits of regular physical activity on health status). At randomization and subsequent time points (3, 6, 12 months), cardiopulmonary fitness will be assessed by spiroergometry and nutritional and psychological status by validated questionnaires. DISCUSSION This pilot study will investigate the optimal strategy to improve physical fitness, nutritional habits, and psychological factors in women at high risk for developing breast or ovarian cancer. The results of this pilot feasibility study will be the basis for a larger prospective randomized trial including clinical events (LIBRE). TRIAL REGISTRATION ClinicalTrials.gov, NCT02087592.
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Affiliation(s)
- Marion Kiechle
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107 Leipzig, Germany
| | - Anika Berling
- Department of Prevention and Sports Medicine, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
- Else Kroener-Fresenius Prevention Center, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
| | - Katrin Hebestreit
- Institute for Nutritional Medicine, University Hohenheim, Fruwirthstr. 12, 70593 Stuttgart, Germany
| | - Stephan Bischoff
- Institute for Nutritional Medicine, University Hohenheim, Fruwirthstr. 12, 70593 Stuttgart, Germany
| | - Ricarda Dukatz
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
| | - Wolf-Dieter Gerber
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1-9, 24105 Kiel, Germany
| | - Michael Siniatchkin
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1-9, 24105 Kiel, Germany
| | - Katharina Pfeifer
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
| | - Sabine Grill
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
| | - Maryam Yahiaoui-Doktor
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107 Leipzig, Germany
| | - Ellen Kirsch
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1-9, 24105 Kiel, Germany
| | - Uwe Niederberger
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1-9, 24105 Kiel, Germany
| | - Nicole Marter
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1-9, 24105 Kiel, Germany
| | - Ute Enders
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107 Leipzig, Germany
| | - Markus Löffler
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107 Leipzig, Germany
| | - Alfons Meindl
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
| | - Kerstin Rhiem
- Center for Hereditary Breast and Ovarian Cancer, University Hospital Cologne, Kerpener Str. 34, 50931 Cologne, Germany
| | - Rita Schmutzler
- Center for Hereditary Breast and Ovarian Cancer, University Hospital Cologne, Kerpener Str. 34, 50931 Cologne, Germany
| | - Nicole Erickson
- Department of Prevention and Sports Medicine, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
- Else Kroener-Fresenius Prevention Center, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
| | - Martin Halle
- Department of Prevention and Sports Medicine, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
- Else Kroener-Fresenius Prevention Center, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675 Munich, Germany
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Stemmler S, Hoffjan S. Trying to understand the genetics of atopic dermatitis. Mol Cell Probes 2016; 30:374-385. [PMID: 27725295 DOI: 10.1016/j.mcp.2016.10.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Revised: 10/06/2016] [Accepted: 10/06/2016] [Indexed: 02/07/2023]
Abstract
Atopic dermatitis (AD) is a common and complex skin disease associated with both genetic and environmental factors. Loss-of-function mutations in the filaggrin gene, encoding a structural protein with an important role in epidermal barrier function, constitutes a well recognised susceptibility locus for AD. Further, genome-wide association studies (GWAS), including large meta-analyses, have discovered 38 additional susceptibility loci with genome-wide significance. However, the reported variations only explain a fraction of the overall heritability of AD. Here, we summarize the current knowledge of the role of filaggrin and the epidermal differentiation complex as well as the results of GWAS, with an emphasis on novel findings and observations made in the past two years. Additionally, we present first results of exome sequencing for AD and discuss novel therapeutic strategies.
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Affiliation(s)
| | - Sabine Hoffjan
- Department of Human Genetics, Ruhr-University, Bochum, Germany
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Milne RL, Antoniou AC. Modifiers of breast and ovarian cancer risks for BRCA1 and BRCA2 mutation carriers. Endocr Relat Cancer 2016; 23:T69-84. [PMID: 27528622 DOI: 10.1530/erc-16-0277] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 08/15/2016] [Indexed: 12/20/2022]
Abstract
Pathogenic mutations in BRCA1 and BRCA2 are associated with high risks of breast and ovarian cancer. However, penetrance estimates for mutation carriers have been found to vary substantially between studies, and the observed differences in risk are consistent with the hypothesis that genetic and environmental factors modify cancer risks for women with these mutations. Direct evidence that this is the case has emerged in the past decade, through large-scale international collaborative efforts. Here, we describe the methodological challenges in the identification and characterisation of these risk-modifying factors, review the latest evidence on genetic and lifestyle/hormonal risk factors that modify breast and ovarian cancer risks for women with BRCA1 and BRCA2 mutations and outline the implications of these findings for cancer risk prediction. We also review the unresolved issues in this area of research and identify strategies of clinical implementation so that women with BRCA1 and BRCA2 mutations are no longer counselled on the basis of 'average' risk estimates.
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Affiliation(s)
- Roger L Milne
- Cancer Epidemiology CentreCancer Council Victoria, Melbourne, Australia Centre for Epidemiology and BiostatisticsMelbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
| | - Antonis C Antoniou
- Centre for Cancer Genetic EpidemiologyDepartment of Public Health and Primary Care, University of Cambridge, Cambridge, UK
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Kiechle M, Engel C, Berling A, Hebestreit K, Bischoff SC, Dukatz R, Siniatchkin M, Pfeifer K, Grill S, Yahiaoui-Doktor M, Kirsch E, Niederberger U, Enders U, Löffler M, Meindl A, Rhiem K, Schmutzler R, Erickson N, Halle M. Effects of lifestyle intervention in BRCA1/2 mutation carriers on nutrition, BMI, and physical fitness (LIBRE study): study protocol for a randomized controlled trial. Trials 2016; 17:368. [PMID: 27473440 PMCID: PMC4966818 DOI: 10.1186/s13063-016-1504-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2016] [Accepted: 06/07/2016] [Indexed: 11/19/2022] Open
Abstract
Background Women with highly penetrant BRCA mutations have a 55–60 % lifetime risk for breast cancer and a 16–59 % lifetime risk of developing ovarian cancer. However, penetrance differs interindividually, indicating that environmental and behavioral factors may modify this risk. It is well documented that the risk for sporadic breast cancer disease can be modified by changing lifestyle factors that primarily include physical activity, dietary habits, and body weight. It can thus be hypothesized that the modification of these lifestyle factors may also influence the incidence and progression of cancer in BRCA mutation carriers. Methods/design This multicenter, interdisciplinary, prospective, two-armed, randomized (1:1) controlled trial aims to enroll a minimum of 600 BRCA1 and BRCA2 mutation carriers to partake in either a lifestyle intervention or usual care. The study primarily aims to demonstrate an improvement of nutritional behavior (adherence to the Mediterranean diet), body mass index, and physical fitness. Furthermore, the effects on quality of life, stress coping capacity, breast cancer incidence, and mortality will be investigated. The intervention group (IG) will receive a structured lifestyle intervention over 12 months, whereas the control group (CG) will only receive information regarding a healthy lifestyle. During the first 3 months, women in the IG will receive structured, individualized, and mainly supervised endurance training with a minimum of 18 MET-h physical activity per week and nutrition education based on the Mediterranean diet. Over the following 9 months, IG monthly group training sessions and regular telephone contacts will motivate study participants. The CG will receive one general training session about healthy nutrition in accordance with the recommendations of the German Society of Nutrition (standard of care in Germany) and the benefits of regular physical activity on health status. At randomization and subsequent time points (3 and 12 months), cardiopulmonary fitness will be assessed by spiroergometry, and nutritional and psychological status will be assessed by validated questionnaires, interviews, and clinical examinations. Discussion As data on the role of lifestyle intervention in women with a hereditary risk for breast and ovarian cancer are currently lacking, this study will be of major importance from a scientific, as well as a practical advice viewpoint. It will investigate the optimal strategy to improve physical fitness, nutritional status, and psychological factors such as quality of life, perceived stress, optimism, as well as incidence and outcome of cancer in this selected group of women at high risk. If the study indicates a positive long-term outcome, a structured lifestyle intervention program could be added to health care prevention strategies for BRCA1 and BRCA2 mutation carriers. Trial registration ClinicalTrials.gov: NCT02516540. Registered on 22 July 2015. Electronic supplementary material The online version of this article (doi:10.1186/s13063-016-1504-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Marion Kiechle
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum Rechts der Isar, Technical University Munich (TUM) and Comprehensive Cancer Center Munich (CCCM), Ismaninger Str. 22, 81675, Munich, Germany.
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107, Leipzig, Germany
| | - Anika Berling
- Department of Prevention and Sports Medicine, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany.,Else Kröner-Fresenius Prevention Center, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Katrin Hebestreit
- Institute for Nutritional Medicine, University Hohenheim, Fruwirthstr. 12, 70593, Stuttgart, Germany
| | - Stephan C Bischoff
- Institute for Nutritional Medicine, University Hohenheim, Fruwirthstr. 12, 70593, Stuttgart, Germany
| | - Ricarda Dukatz
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum Rechts der Isar, Technical University Munich (TUM) and Comprehensive Cancer Center Munich (CCCM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Michael Siniatchkin
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1-9, 24105, Kiel, Germany
| | - Katharina Pfeifer
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum Rechts der Isar, Technical University Munich (TUM) and Comprehensive Cancer Center Munich (CCCM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Sabine Grill
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum Rechts der Isar, Technical University Munich (TUM) and Comprehensive Cancer Center Munich (CCCM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Maryam Yahiaoui-Doktor
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107, Leipzig, Germany
| | - Ellen Kirsch
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1-9, 24105, Kiel, Germany
| | - Uwe Niederberger
- Institute for Medical Psychology and Sociology, University Hospital Schleswig-Holstein, Campus Kiel, Preusserstr. 1-9, 24105, Kiel, Germany
| | - Ute Enders
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107, Leipzig, Germany
| | - Markus Löffler
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107, Leipzig, Germany
| | - Alfons Meindl
- Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Klinikum Rechts der Isar, Technical University Munich (TUM) and Comprehensive Cancer Center Munich (CCCM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Kerstin Rhiem
- Center for Hereditary Breast and Ovarian Cancer, University Hospital Cologne, Kerpener Str. 34, 50931, Cologne, Germany
| | - Rita Schmutzler
- Center for Hereditary Breast and Ovarian Cancer, University Hospital Cologne, Kerpener Str. 34, 50931, Cologne, Germany
| | - Nicole Erickson
- Department of Prevention and Sports Medicine, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany.,Else Kröner-Fresenius Prevention Center, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany
| | - Martin Halle
- Department of Prevention and Sports Medicine, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany.,Else Kröner-Fresenius Prevention Center, Klinikum rechts der Isar, Technical University Munich (TUM), Ismaninger Str. 22, 81675, Munich, Germany
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32
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Zeng C, Guo X, Long J, Kuchenbaecker KB, Droit A, Michailidou K, Ghoussaini M, Kar S, Freeman A, Hopper JL, Milne RL, Bolla MK, Wang Q, Dennis J, Agata S, Ahmed S, Aittomäki K, Andrulis IL, Anton-Culver H, Antonenkova NN, Arason A, Arndt V, Arun BK, Arver B, Bacot F, Barrowdale D, Baynes C, Beeghly-Fadiel A, Benitez J, Bermisheva M, Blomqvist C, Blot WJ, Bogdanova NV, Bojesen SE, Bonanni B, Borresen-Dale AL, Brand JS, Brauch H, Brennan P, Brenner H, Broeks A, Brüning T, Burwinkel B, Buys SS, Cai Q, Caldes T, Campbell I, Carpenter J, Chang-Claude J, Choi JY, Claes KBM, Clarke C, Cox A, Cross SS, Czene K, Daly MB, de la Hoya M, De Leeneer K, Devilee P, Diez O, Domchek SM, Doody M, Dorfling CM, Dörk T, Dos-Santos-Silva I, Dumont M, Dwek M, Dworniczak B, Egan K, Eilber U, Einbeigi Z, Ejlertsen B, Ellis S, Frost D, Lalloo F, Fasching PA, Figueroa J, Flyger H, Friedlander M, Friedman E, Gambino G, Gao YT, Garber J, García-Closas M, Gehrig A, Damiola F, Lesueur F, Mazoyer S, Stoppa-Lyonnet D, Giles GG, Godwin AK, Goldgar DE, González-Neira A, Greene MH, Guénel P, Haeberle L, Haiman CA, Hallberg E, Hamann U, Hansen TVO, Hart S, Hartikainen JM, Hartman M, Hassan N, Healey S, Hogervorst FBL, Verhoef S, Hendricks CB, Hillemanns P, Hollestelle A, Hulick PJ, Hunter DJ, Imyanitov EN, Isaacs C, Ito H, Jakubowska A, Janavicius R, Jaworska-Bieniek K, Jensen UB, John EM, Joly Beauparlant C, Jones M, Kabisch M, Kang D, Karlan BY, Kauppila S, Kerin MJ, Khan S, Khusnutdinova E, Knight JA, Konstantopoulou I, Kraft P, Kwong A, Laitman Y, Lambrechts D, Lazaro C, Le Marchand L, Lee CN, Lee MH, Lester J, Li J, Liljegren A, Lindblom A, Lophatananon A, Lubinski J, Mai PL, Mannermaa A, Manoukian S, Margolin S, Marme F, Matsuo K, McGuffog L, Meindl A, Menegaux F, Montagna M, Muir K, Mulligan AM, Nathanson KL, Neuhausen SL, Nevanlinna H, Newcomb PA, Nord S, Nussbaum RL, Offit K, Olah E, Olopade OI, Olswold C, Osorio A, Papi L, Park-Simon TW, Paulsson-Karlsson Y, Peeters S, Peissel B, Peterlongo P, Peto J, Pfeiler G, Phelan CM, Presneau N, Radice P, Rahman N, Ramus SJ, Rashid MU, Rennert G, Rhiem K, Rudolph A, Salani R, Sangrajrang S, Sawyer EJ, Schmidt MK, Schmutzler RK, Schoemaker MJ, Schürmann P, Seynaeve C, Shen CY, Shrubsole MJ, Shu XO, Sigurdson A, Singer CF, Slager S, Soucy P, Southey M, Steinemann D, Swerdlow A, Szabo CI, Tchatchou S, Teixeira MR, Teo SH, Terry MB, Tessier DC, Teulé A, Thomassen M, Tihomirova L, Tischkowitz M, Toland AE, Tung N, Turnbull C, van den Ouweland AMW, van Rensburg EJ, Ven den Berg D, Vijai J, Wang-Gohrke S, Weitzel JN, Whittemore AS, Winqvist R, Wong TY, Wu AH, Yannoukakos D, Yu JC, Pharoah PDP, Hall P, Chenevix-Trench G, Dunning AM, Simard J, Couch FJ, Antoniou AC, Easton DF, Zheng W. Identification of independent association signals and putative functional variants for breast cancer risk through fine-scale mapping of the 12p11 locus. Breast Cancer Res 2016; 18:64. [PMID: 27459855 PMCID: PMC4962376 DOI: 10.1186/s13058-016-0718-0] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Accepted: 05/18/2016] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Multiple recent genome-wide association studies (GWAS) have identified a single nucleotide polymorphism (SNP), rs10771399, at 12p11 that is associated with breast cancer risk. METHOD We performed a fine-scale mapping study of a 700 kb region including 441 genotyped and more than 1300 imputed genetic variants in 48,155 cases and 43,612 controls of European descent, 6269 cases and 6624 controls of East Asian descent and 1116 cases and 932 controls of African descent in the Breast Cancer Association Consortium (BCAC; http://bcac.ccge.medschl.cam.ac.uk/ ), and in 15,252 BRCA1 mutation carriers in the Consortium of Investigators of Modifiers of BRCA1/2 (CIMBA). Stepwise regression analyses were performed to identify independent association signals. Data from the Encyclopedia of DNA Elements project (ENCODE) and the Cancer Genome Atlas (TCGA) were used for functional annotation. RESULTS Analysis of data from European descendants found evidence for four independent association signals at 12p11, represented by rs7297051 (odds ratio (OR) = 1.09, 95 % confidence interval (CI) = 1.06-1.12; P = 3 × 10(-9)), rs805510 (OR = 1.08, 95 % CI = 1.04-1.12, P = 2 × 10(-5)), and rs1871152 (OR = 1.04, 95 % CI = 1.02-1.06; P = 2 × 10(-4)) identified in the general populations, and rs113824616 (P = 7 × 10(-5)) identified in the meta-analysis of BCAC ER-negative cases and BRCA1 mutation carriers. SNPs rs7297051, rs805510 and rs113824616 were also associated with breast cancer risk at P < 0.05 in East Asians, but none of the associations were statistically significant in African descendants. Multiple candidate functional variants are located in putative enhancer sequences. Chromatin interaction data suggested that PTHLH was the likely target gene of these enhancers. Of the six variants with the strongest evidence of potential functionality, rs11049453 was statistically significantly associated with the expression of PTHLH and its nearby gene CCDC91 at P < 0.05. CONCLUSION This study identified four independent association signals at 12p11 and revealed potentially functional variants, providing additional insights into the underlying biological mechanism(s) for the association observed between variants at 12p11 and breast cancer risk.
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Grants
- U10 CA180868 NCI NIH HHS
- R01 CA140323 NCI NIH HHS
- R01 CA176785 NCI NIH HHS
- R37 CA070867 NCI NIH HHS
- U10 CA027469 NCI NIH HHS
- U01 CA116167 NCI NIH HHS
- 16561 Cancer Research UK
- R03 CA173531 NCI NIH HHS
- G0700491 Medical Research Council
- N02CP11019 NCI NIH HHS
- 10124 Cancer Research UK
- UG1 CA189867 NCI NIH HHS
- RC4 CA153828 NCI NIH HHS
- U10 CA101165 NCI NIH HHS
- R01 CA142996 NCI NIH HHS
- P50 CA125183 NCI NIH HHS
- P01 CA087969 NCI NIH HHS
- UM1 CA164920 NCI NIH HHS
- P30 CA168524 NCI NIH HHS
- U01 CA161032 NCI NIH HHS
- R01 CA092447 NCI NIH HHS
- R01 CA058860 NCI NIH HHS
- 20861 Cancer Research UK
- K07 CA092044 NCI NIH HHS
- UL1 TR000124 NCATS NIH HHS
- 11174 Cancer Research UK
- R01 CA100374 NCI NIH HHS
- P30 CA008748 NCI NIH HHS
- R01 CA128978 NCI NIH HHS
- R01 CA064277 NCI NIH HHS
- R01 CA083855 NCI NIH HHS
- R01 CA047147 NCI NIH HHS
- P30 CA014089 NCI NIH HHS
- U19 CA148537 NCI NIH HHS
- P30 CA051008 NCI NIH HHS
- R01 CA116167 NCI NIH HHS
- R01 CA148667 NCI NIH HHS
- P50 CA116201 NCI NIH HHS
- 16565 Cancer Research UK
- 15106 Cancer Research UK
- U01 CA113916 NCI NIH HHS
- R01 CA063464 NCI NIH HHS
- U10 CA037517 NCI NIH HHS
- N02CP65504 NCI NIH HHS
- U01 CA063464 NCI NIH HHS
- R01 CA077398 NCI NIH HHS
- R01 CA054281 NCI NIH HHS
- R01 CA132839 NCI NIH HHS
- P30 CA068485 NCI NIH HHS
- R01 CA102776 NCI NIH HHS
- U01 CA058860 NCI NIH HHS
- 10118 Cancer Research UK
- U19 CA148112 NCI NIH HHS
- R01 CA149429 NCI NIH HHS
- U01 CA098758 NCI NIH HHS
- N01 CN025403 NCI NIH HHS
- U19 CA148065 NCI NIH HHS
- R01 CA069664 NCI NIH HHS
- 001 World Health Organization
- UM1 CA182910 NCI NIH HHS
- U10 CA180822 NCI NIH HHS
- P30 CA006927 NCI NIH HHS
- R37 CA054281 NCI NIH HHS
- R01 CA047305 NCI NIH HHS
- 10119 Cancer Research UK
- National Institutes of Health
- Seventh Framework Programme
- National Cancer Institute
- U.S. Department of Defense
- Canadian Institutes of Health Research
- Susan G. Komen for the Cure
- Breast Cancer Research Foundation
- Ovarian Cancer Research Fund
- National Health and Medical Research Council
- New South Wales Cancer Council
- Victorian Health Promotion Foundation
- Victorian Breast Cancer Research Consortium
- Dutch Cancer Society
- Cancer Institute NSW
- National Breast Cancer Foundation
- Breast Cancer Research Trust
- Breakthrough Breast Cancer
- NIHR Comprehensive Biomedical Research Centre
- Guy's and St Thomas' NHS Foundation Trust
- Oxford Biomedical Research Centre
- Dietmar-Hopp Foundation
- Helmholtz Society
- Fondation de France
- Institut National Du Cancer
- Ligue Contre le Cancer
- Agence Nationale de la Recherche
- Danish Medical Research Council
- Instituto de Salud Carlos III
- Red Temática de Investigacióm Cooperativa en Cáncer
- Asociación Española Contra el Cáncer
- Fondo de Investigación Sanitario
- California Breast Cancer Research Fund
- Lon V Smith Foundation
- Baden-Württemberg Ministry of Science, Research and Arts
- Deutsche Krebshilfe
- Federal Ministry of Education and Research
- Deutsches Krebsforschungszentrum
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance
- Academy of Finland
- Finnish Cancer Society
- Ministry of Education, Culture, Sports, Science, and Technology
- Ministry of Health, Labour and Welfare
- Takeda Health Foundation
- German Federal Ministry of Research and Education
- Swedish Cancer Society
- Gustav V Jubilee Foundation
- Berth von Kantzows Stiftelse
- Cancer Fund of North Savo
- Finnish Cancer Organizations
- Queensland Cancer Fund
- Prostate Cancer Foundation of Australia (AU)
- Cancer Council of New South Wales
- Cancer Council of Victoria
- Cancer Council of Tasmania
- Cancer Council of South Australia
- U.S. Army Medical Research and Materiel Command
- National Health and Medical Research Council (AU)
- California Breast Cancer Research Program
- Stichting Tegen Kanker
- Hamburg Cancer Society
- Italian Associatin for Cancer Research
- David F and Margaret T Grohne Family Foundation
- Ting Tsung and Wei Fong Chao Foundation
- Robert and Kate Niehaus Clinical Cancer Genetics Initiative
- Quebec Breast Cancer Foundation
- Ministry of Economic Development, Innovation and Export Trade
- Malaysian Ministry of Science, Technology and Innovation
- Malaysian Ministry of Higher Education
- Cancer Resarch Initiatives Foundation
- Biomedical Research Council
- National Medical Research Council
- K G Jebsen Centre for Breast Cancer Research
- Research Council of Norway
- Researhc Council of Norway
- South Eastern Norway Health Authority
- Norwegian Cancer Socieety
- Finnish Cancer Foundation
- Sigrid Juselius Foundation
- Biobanking and Biomolecular Resources Research Infrastructure
- Marit and Hans Rausings Initiative Against Breast Cancer
- Yorkshire Cancer Research
- Sheffield Experimental Cancer Medicine Centre
- Ministry of Education, Science and Technology
- National Cancer Institute Thailand
- Stefanie Spielman Breast Cancer Fund
- Hellenic Cooperative Oncology Group
- Research Council of Lithuania
- Cancer Association of South Africa
- NEYE Foundation
- Spanish Association Against Cancer
- German Cancer Aid
- Ligue Nationale Contre le Cancer
- Jess and Mildred Fisher Center for Familial Cancer Research
- Swing Fore the Cure
- Netherlands Organization of Scientific Research
- Pink Ribbons Project
- Hungarian Research Grants
- Norwegian EEA Financial Mechanism
- Instituto de Salud Carlos III (ES)
- Canadian Breast Cancer Research Alliance
- Ministry for Health, Welfare and Family Affairs
- Andrew Sabin Research Fund
- Russian Federation for Basic Research
- Istituto Toscano Tumori
- Ministry of Higher Education
- Dr. Ralph and Marian Falk Medical Research Trust
- Entertainment Industry Fund National Women's Cancer Research Alliance
- Frieda G and Saul F Shapira BRCA-Associated Cancer Research Program
- American Cancer Society
- National Center for Advancing Translational Sciences
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Affiliation(s)
- Chenjie Zeng
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Avenue, 8th Floor, Nashville, TN, 37203-1738, USA
| | - Xingyi Guo
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Avenue, 8th Floor, Nashville, TN, 37203-1738, USA
| | - Jirong Long
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Avenue, 8th Floor, Nashville, TN, 37203-1738, USA
| | - Karoline B Kuchenbaecker
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Arnaud Droit
- Proteomics Center, CHU de Québec Research Center and Department of Molecular Medicine, Laval University, Quebec, Canada
| | - Kyriaki Michailidou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Maya Ghoussaini
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, CB1 8RN, UK
| | - Siddhartha Kar
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, CB1 8RN, UK
| | - Adam Freeman
- Department of Surgery, St Vincent's Hospital, Melbourne, VIC, Australia
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global health, The University of Melbourne, Melbourne, Australia
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global health, The University of Melbourne, Melbourne, Australia
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
| | - Manjeet K Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Qin Wang
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Simona Agata
- Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV - IRCCS (Istituto Di Ricovero e Cura a Carattere Scientifico), Padua, Italy
| | - Shahana Ahmed
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Kristiina Aittomäki
- Department of Clinical Genetics, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Irene L Andrulis
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Canada
| | - Hoda Anton-Culver
- Department of Epidemiology, University of California Irvine, Irvine, CA, USA
| | - Natalia N Antonenkova
- N.N. Alexandrov Research Institute of Oncology and Medical Radiology, Minsk, Belarus
| | - Adalgeir Arason
- Department of Pathology, Landspitali University Hospital and BMC (Biomedical Centre), Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Banu K Arun
- University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Brita Arver
- Department of Oncology, Karolinska University Hospital, Stockholm, Sweden
| | - Francois Bacot
- McGill University and Génome Québec Innovation Centre, Montréal, Canada
| | - Daniel Barrowdale
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Caroline Baynes
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Alicia Beeghly-Fadiel
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Avenue, 8th Floor, Nashville, TN, 37203-1738, USA
| | - Javier Benitez
- Human Cancer Genetics Program, Spanish National Cancer Research Centre, Madrid, Spain
- Centro de Investigación en Red de Enfermedades Raras, Valencia, Spain
| | - Marina Bermisheva
- Institute of Biochemistry and Genetics, Ufa Scientific Center of Russian Academy of Sciences, Ufa, Russia
| | - Carl Blomqvist
- Department of Oncology, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - William J Blot
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Avenue, 8th Floor, Nashville, TN, 37203-1738, USA
- International Epidemiology Institute, Rockville, MD, USA
| | - Natalia V Bogdanova
- Department of Radiation Oncology, Hannover Medical School, Hannover, Germany
| | - Stig E Bojesen
- Copenhagen General Population Study, Herlev Hospital, Copenhagen University Hospital, Herlev, Denmark
- Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, Herlev, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Bernardo Bonanni
- Division of Cancer Prevention and Genetics, Istituto Europeo di Oncologia, Milan, Italy
| | - Anne-Lise Borresen-Dale
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, Oslo, Norway
- K.G. Jebsen Center for Breast Cancer Research, Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Judith S Brand
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Hiltrud Brauch
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Paul Brennan
- International Agency for Research on Cancer, Lyon, France
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Annegien Broeks
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Thomas Brüning
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum, Bochum, Germany
| | - Barbara Burwinkel
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- Molecular Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Saundra S Buys
- Department of Medicine, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Qiuyin Cai
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Avenue, 8th Floor, Nashville, TN, 37203-1738, USA
| | - Trinidad Caldes
- Molecular Oncology Laboratory, Hospital Clinico San Carlos, IdISSC (El Instituto de Investigación Sanitaria del Hospital Clínico San Carlos), Madrid, Spain
| | - Ian Campbell
- Cancer Genetics Laboratory, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Jane Carpenter
- Australian Breast Cancer Tissue Bank, Westmead Millennium Institute, University of Sydney, Sydney, Australia
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ji-Yeob Choi
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, South Korea
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, South Korea
- Cancer Research Institute, Seoul National University, Seoul, South Korea
| | | | - Christine Clarke
- Westmead Millenium Institute for Medical Research, University of Sydney, Sydney, Australia
| | - Angela Cox
- Sheffield Cancer Research, Department of Oncology, University of Sheffield, Sheffield, UK
| | - Simon S Cross
- Academic Unit of Pathology, Department of Neuroscience, University of Sheffield, Sheffield, UK
| | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Mary B Daly
- Department of Clinical Genetics, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Miguel de la Hoya
- Molecular Oncology Laboratory, Hospital Clinico San Carlos, IdISSC (El Instituto de Investigación Sanitaria del Hospital Clínico San Carlos), Madrid, Spain
| | - Kim De Leeneer
- Center for Medical Genetics, Ghent University, Ghent, Belgium
| | - Peter Devilee
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Orland Diez
- Oncogenetics Group, University Hospital Vall d'Hebron, Vall d'Hebron Institute of Oncology (VHIO) and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Susan M Domchek
- Department of Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Michele Doody
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | | | - Thilo Dörk
- Clinics of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
| | - Isabel Dos-Santos-Silva
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Martine Dumont
- Genomics Center, Centre Hospitalier Universitaire de Québec Research Center, Laval University, Québec City, Canada
| | - Miriam Dwek
- Department of Biomedical Sciences, Faculty of Science and Technology, University of Westminster, London, UK
| | | | - Kathleen Egan
- Division of Population Sciences, Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Ursula Eilber
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Zakaria Einbeigi
- Department of Oncology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Bent Ejlertsen
- Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Steve Ellis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Debra Frost
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Fiona Lalloo
- Genetic Medicine, Manchester Academic Health Sciences Centre, Central Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - Peter A Fasching
- Department of Gynaecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology, University of California at Los Angeles, Los Angeles, CA, USA
| | - Jonine Figueroa
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Henrik Flyger
- Department of Breast Surgery, Herlev Hospital, Copenhagen University Hospital, Herlev, Denmark
| | - Michael Friedlander
- ANZ GOTG Coordinating Centre, Australia New Zealand GOG, Camperdown, NSW, Australia
| | - Eitan Friedman
- Susanne Levy Gertner Oncogenetics Unit, Sheba Medical Center, Tel-Hashomer, Israel
| | - Gaetana Gambino
- Section of Genetic Oncology, Deparment of Laboratory Medicine, University and University Hospital of Pisa, Pisa, Italy
| | - Yu-Tang Gao
- Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China
| | - Judy Garber
- Cancer Risk and Prevention Clinic, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Montserrat García-Closas
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Andrea Gehrig
- Institute of Human Genetics, University Würzburg, Wurzburg, Germany
| | - Francesca Damiola
- INSERM U1052, CNRS UMR5286, Université Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon, France
| | - Fabienne Lesueur
- Genetic Epidemiology of Cancer team, Inserm, U900, Institut Curie, Mines ParisTech, 75248, Paris, France
| | - Sylvie Mazoyer
- INSERM U1052, CNRS UMR5286, Université Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon, France
| | - Dominique Stoppa-Lyonnet
- Department of Tumour Biology, Institut Curie, Paris, France
- Institut Curie, INSERM U830, Paris, France
- Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global health, The University of Melbourne, Melbourne, Australia
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
| | - Andrew K Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - David E Goldgar
- Department of Dermatology, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Anna González-Neira
- Human Cancer Genetics Program, Spanish National Cancer Research Centre, Madrid, Spain
| | - Mark H Greene
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Pascal Guénel
- Environmental Epidemiology of Cancer, Center for Research in Epidemiology and Population Health, INSERM, Villejuif, France
- University Paris-Sud, Villejuif, France
| | - Lothar Haeberle
- Department of Gynaecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Emily Hallberg
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Thomas V O Hansen
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Steven Hart
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Jaana M Hartikainen
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
- Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland
- Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
| | - Mikael Hartman
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
- Department of Surgery, National University Health System, Singapore, Singapore
| | - Norhashimah Hassan
- Cancer Research Initiatives Foundation, Subang Jaya, Selangor, Malaysia
- Breast Cancer Research Unit, Cancer Research Institute, University Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Sue Healey
- Cancer Division, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | | | - Senno Verhoef
- Family Cancer Clinic, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Carolyn B Hendricks
- Suburban Hospital, Bethesda, MD, USA
- Care of City of Hope Clinical Cancer Genetics Community Research Network, Duarte, CA, USA
| | - Peter Hillemanns
- Clinics of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
| | - Antoinette Hollestelle
- Department of Medical Oncology, Family Cancer Clinic, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Peter J Hulick
- Center for Medical Genetics, NorthShore University HealthSystem, Evanston, IL, USA
| | - David J Hunter
- Program in Genetic Epidemiology and Statistical Genetics, Harvard School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
| | | | - Claudine Isaacs
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Hidemi Ito
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Aichi, Japan
| | - Anna Jakubowska
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Ramunas Janavicius
- State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania
| | | | - Uffe Birk Jensen
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, N, Denmark
| | - Esther M John
- Department of Epidemiology, Cancer Prevention Institute of California, Fremont, CA, USA
- Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Charles Joly Beauparlant
- Genomics Center, Centre Hospitalier Universitaire de Québec Research Center and Laval University, Quebec City, QC, Canada
| | - Michael Jones
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Maria Kabisch
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daehee Kang
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, South Korea
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, South Korea
- Cancer Research Institute, Seoul National University, Seoul, South Korea
| | - Beth Y Karlan
- Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Saila Kauppila
- Department of Pathology, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Michael J Kerin
- School of Medicine, National University of Ireland, Galway, Ireland
| | - Sofia Khan
- Department of Obstetrics and Gynecology, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Elza Khusnutdinova
- Institute of Biochemistry and Genetics, Ufa Scientific Center of Russian Academy of Sciences, Ufa, Russia
- Department of Genetics and Fundamental Medicine, Bashkir State University, Ufa, Russia
| | - Julia A Knight
- Prosserman Centre for Health Research, Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Irene Konstantopoulou
- Molecular Diagnostics Laboratory, IRRP, National Centre for Scientific Research "Demokritos", Athens, Greece
| | - Peter Kraft
- Program in Genetic Epidemiology and Statistical Genetics, Harvard School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
| | - Ava Kwong
- The Hong Kong Hereditary Breast Cancer Family Registry, Cancer Genetics Center, Hong Kong Sanatorium and Hospital, Hong Kong, China
- Department of Surgery, The University of Hong Kong, Hong Kong, China
| | - Yael Laitman
- Susanne Levy Gertner Oncogenetics Unit, Sheba Medical Center, Tel-Hashomer, Israel
| | - Diether Lambrechts
- Vesalius Research Center, Leuven, Belgium
- Laboratory for Translational Genetics, Department of Oncology, University of Leuven, Leuven, Belgium
| | - Conxi Lazaro
- Molecular Diagnostic Unit, Hereditary Cancer Program, IDIBELL (Bellvitge Biomedical Research Institute), Catalan Institute of Oncology, Barcelona, Spain
| | | | - Chuen Neng Lee
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Min Hyuk Lee
- Department of Surgery, Soonchunhyang University and Hospital, Seoul, South Korea
| | - Jenny Lester
- Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jingmei Li
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Annelie Liljegren
- Department of Oncology, Karolinska University Hospital, Stockholm, Sweden
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Artitaya Lophatananon
- Division of Health Sciences, Warwick Medical School, Warwick University, Coventry, UK
| | - Jan Lubinski
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Phuong L Mai
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Arto Mannermaa
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
- Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland
- Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
| | - Siranoush Manoukian
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico) Istituto Nazionale Tumori (INT), Milan, Italy
| | - Sara Margolin
- Department of Oncology - Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Frederik Marme
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases, University of Heidelberg, Heidelberg, Germany
| | - Keitaro Matsuo
- Department of Preventive Medicine, Kyushu University Faculty of Medical Sciences, Fukuoka, Japan
| | - Lesley McGuffog
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Alfons Meindl
- Division of Gynaecology and Obstetrics, Technische Universität München, Munich, Germany
| | - Florence Menegaux
- Environmental Epidemiology of Cancer, Center for Research in Epidemiology and Population Health, INSERM, Villejuif, France
- University Paris-Sud, Villejuif, France
| | - Marco Montagna
- Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV - IRCCS (Istituto Di Ricovero e Cura a Carattere Scientifico), Padua, Italy
| | - Kenneth Muir
- Division of Health Sciences, Warwick Medical School, Warwick University, Coventry, UK
- Institute of Population Health, University of Manchester, Manchester, UK
| | - Anna Marie Mulligan
- Laboratory Medicine Program, University Health Network, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Katherine L Nathanson
- Department of Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Polly A Newcomb
- Carbone Cancer Center, University of Wisconsin, Madison, WI, USA
- Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Silje Nord
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, Oslo, Norway
| | - Robert L Nussbaum
- Department of Medicine and Genetics, University of California, San Francisco, San Francisco, CA, USA
| | - Kenneth Offit
- Clinical Genetics Research Lab, Department of Cancer Biology and Genetics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Clinical Genetics Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Edith Olah
- Department of Molecular Genetics, National Institute of Oncology, Budapest, Hungary
| | - Olufunmilayo I Olopade
- Center for Clinical Cancer Genetics and Global Health, University of Chicago Medical Center, Chicago, IL, USA
| | - Curtis Olswold
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Ana Osorio
- Human Genetics Group, Human Cancer Genetics Program, Spanish National Cancer Centre (CNIO), Madrid, Spain
- Biomedical Network on Rare Diseases (CIBERER), Madrid, Spain
| | - Laura Papi
- Unit of Medical Genetics, Department of Biomedical, Experimental and Clinical Sciences, University of Florence, Florence, Italy
| | | | | | | | - Bernard Peissel
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS (Istituto Di Ricovero e Cura a Carattere Scientifico) Istituto Nazionale Tumori (INT), Milan, Italy
| | - Paolo Peterlongo
- IFOM, Fondazione Istituto FIRC (Italian Foundation of Cancer Research) di Oncologia Molecolare, Milan, Italy
| | - Julian Peto
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Georg Pfeiler
- Department of Obstetrics and Gynecology, and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Catherine M Phelan
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, USA
| | - Nadege Presneau
- Department of Biomedical Sciences, Faculty of Science and Technology, University of Westminster, London, UK
| | - Paolo Radice
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS (Istituto Di Ricovero e Cura a Carattere Scientifico) Istituto Nazionale Tumori (INT), Milan, Italy
| | - Nazneen Rahman
- Section of Cancer Genetics, The Institute of Cancer Research, London, UK
| | - Susan J Ramus
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Muhammad Usman Rashid
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Basic Sciences, Shaukat Khanum Memorial Cancer Hospital and Research Centre (SKMCH & RC), Lahore, Pakistan
| | - Gad Rennert
- Clalit National Israeli Cancer Control Center and Department of Community Medicine and Epidemiology, Carmel Medical Center and B. Rappaport Faculty of Medicine, Haifa, Israel
| | - Kerstin Rhiem
- Centre of Familial Breast and Ovarian Cancer, Department of Gynaecology and Obstetrics and Centre for Integrated Oncology (CIO), Center for Molecular Medicine Cologne (CMMC), University Hospital of Cologne, Cologne, Germany
| | - Anja Rudolph
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ritu Salani
- Obstetrics and Gynecology, Ohio State University College of Medicine, Columbus, OH, USA
| | | | - Elinor J Sawyer
- Research Oncology, Guy's Hospital, King's College London, London, UK
| | - Marjanka K Schmidt
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Rita K Schmutzler
- Division of Molecular Gyneco-Oncology, Department of Gynaecology and Obstetrics, University Hospital of Cologne, Cologne, Germany
- Center of Familial Breast and Ovarian Cancer, University Hospital of Cologne, Cologne, Germany
- Center for Integrated Oncology, University Hospital of Cologne, Cologne, Germany
- Center for Molecular Medicine, University Hospital of Cologne, Cologne, Germany
| | - Minouk J Schoemaker
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Peter Schürmann
- Clinics of Obstetrics and Gynaecology, Hannover Medical School, Hannover, Germany
| | - Caroline Seynaeve
- Department of Medical Oncology, Family Cancer Clinic, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Chen-Yang Shen
- School of Public Health, China Medical University, Taichung, Taiwan
- Taiwan Biobank, Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Martha J Shrubsole
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Avenue, 8th Floor, Nashville, TN, 37203-1738, USA
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Avenue, 8th Floor, Nashville, TN, 37203-1738, USA
| | - Alice Sigurdson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Christian F Singer
- Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Susan Slager
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Penny Soucy
- Centre Hospitalier Universitaire de Québec Research Center and Laval University, Quebec City, QC, Canada
| | - Melissa Southey
- Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Parkville, VIC, Australia
| | | | - Anthony Swerdlow
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
- Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
| | - Csilla I Szabo
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Sandrine Tchatchou
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, ON, Canada
| | - Manuel R Teixeira
- Department of Genetics, Portuguese Oncology Institute, Porto, Portugal
- Biomedical Sciences Institute (ICBAS), Porto University, Porto, Portugal
| | - Soo H Teo
- Cancer Research Initiatives Foundation, Subang Jaya, Selangor, Malaysia
- Breast Cancer Research Unit, Cancer Research Institute, University Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Mary Beth Terry
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Daniel C Tessier
- McGill University and Génome Québec Innovation Centre, Montréal, Canada
| | - Alex Teulé
- Genetic Counseling Unit, Hereditary Cancer Program, IDIBELL (Bellvitge Biomedical Research Institute), Catalan Institute of Oncology, Barcelona, Spain
| | - Mads Thomassen
- Department of Clinical Genetics, Odense University Hospital, Odense, C, Denmark
| | | | - Marc Tischkowitz
- Program in Cancer Genetics, Departments of Human Genetics and Oncology, McGill University, Montreal, QC, Canada
- Currently at Medical School Cambridge University, Cambridge, UK
| | - Amanda E Toland
- Department of Molecular Virology, Immunology and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Nadine Tung
- Department of Medical Oncology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Clare Turnbull
- Section of Cancer Genetics, The Institute of Cancer Research, London, UK
| | | | | | - David Ven den Berg
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Joseph Vijai
- Clinical Genetics Research Lab, Department of Cancer Biology and Genetics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Clinical Genetics Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Shan Wang-Gohrke
- Department of Obstetrics and Gynecology, University of Ulm, Ulm, Germany
| | - Jeffrey N Weitzel
- Clinical Cancer Genetics, for the City of Hope Clinical Cancer Genetics Community Research Network, Duarte, CA, USA
| | - Alice S Whittemore
- Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Robert Winqvist
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, Oulu, Finland
- Laboratory of Cancer Genetics and Tumor Biology, Northern Finland Laboratory Centre NordLab, Oulu, Finland
| | - Tien Y Wong
- Singapore Eye Research Institute, National University of Singapore, Singapore, Singapore
| | - Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Drakoulis Yannoukakos
- Department of Medical Oncology, Papageorgiou Hospital, Aristotle University of Thessaloniki School of Medicine, Thessaloniki, Greece
| | - Jyh-Cherng Yu
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Paul D P Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Georgia Chenevix-Trench
- Department of Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
- Peter MacCallum Cancer Center, The University of Melbourne, Melbourne, Australia
| | - Alison M Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Jacques Simard
- Genomics Center, Centre Hospitalier Universitaire de Québec Research Center, Laval University, Québec City, Canada
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Antonis C Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Douglas F Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Avenue, 8th Floor, Nashville, TN, 37203-1738, USA.
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Terry MB, Phillips KA, Daly MB, John EM, Andrulis IL, Buys SS, Goldgar DE, Knight JA, Whittemore AS, Chung WK, Apicella C, Hopper JL. Cohort Profile: The Breast Cancer Prospective Family Study Cohort (ProF-SC). Int J Epidemiol 2016; 45:683-92. [PMID: 26174520 PMCID: PMC5005937 DOI: 10.1093/ije/dyv118] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Affiliation(s)
- Mary Beth Terry
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA, Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA,
| | - Kelly-Anne Phillips
- Peter MacCallum Cancer Centre and Sir Peter MacCallum Department of Oncology, School of Population and Global Health, St Vincent's Hospital, University of Melbourne, Melbourne, VIC, Australia
| | - Mary B Daly
- Department of Clinical Genetics, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Esther M John
- Cancer Prevention Institute of California, Fremont, CA, USA, Department of Health Research & Policy, Stanford University School of Medicine, Stanford, CA, USA
| | - Irene L Andrulis
- Lunenfeld-Tanenbaum Research Institute, University of Toronto, Toronto, ON, Canada
| | | | - David E Goldgar
- Department of Dermatology, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Julia A Knight
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada and
| | - Alice S Whittemore
- Department of Health Research & Policy, Stanford University School of Medicine, Stanford, CA, USA
| | - Wendy K Chung
- Departments of Pediatrics and Medicine, Columbia University, New York, NY, USA
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Couch FJ, Kuchenbaecker KB, Michailidou K, Mendoza-Fandino GA, Nord S, Lilyquist J, Olswold C, Hallberg E, Agata S, Ahsan H, Aittomäki K, Ambrosone C, Andrulis IL, Anton-Culver H, Arndt V, Arun BK, Arver B, Barile M, Barkardottir RB, Barrowdale D, Beckmann L, Beckmann MW, Benitez J, Blank SV, Blomqvist C, Bogdanova NV, Bojesen SE, Bolla MK, Bonanni B, Brauch H, Brenner H, Burwinkel B, Buys SS, Caldes T, Caligo MA, Canzian F, Carpenter J, Chang-Claude J, Chanock SJ, Chung WK, Claes KBM, Cox A, Cross SS, Cunningham JM, Czene K, Daly MB, Damiola F, Darabi H, de la Hoya M, Devilee P, Diez O, Ding YC, Dolcetti R, Domchek SM, Dorfling CM, dos-Santos-Silva I, Dumont M, Dunning AM, Eccles DM, Ehrencrona H, Ekici AB, Eliassen H, Ellis S, Fasching PA, Figueroa J, Flesch-Janys D, Försti A, Fostira F, Foulkes WD, Friebel T, Friedman E, Frost D, Gabrielson M, Gammon MD, Ganz PA, Gapstur SM, Garber J, Gaudet MM, Gayther SA, Gerdes AM, Ghoussaini M, Giles GG, Glendon G, Godwin AK, Goldberg MS, Goldgar DE, González-Neira A, Greene MH, Gronwald J, Guénel P, Gunter M, Haeberle L, Haiman CA, Hamann U, Hansen TVO, Hart S, Healey S, Heikkinen T, Henderson BE, Herzog J, Hogervorst FBL, Hollestelle A, Hooning MJ, Hoover RN, Hopper JL, Humphreys K, Hunter DJ, Huzarski T, Imyanitov EN, Isaacs C, Jakubowska A, James P, Janavicius R, Jensen UB, John EM, Jones M, Kabisch M, Kar S, Karlan BY, Khan S, Khaw KT, Kibriya MG, Knight JA, Ko YD, Konstantopoulou I, Kosma VM, Kristensen V, Kwong A, Laitman Y, Lambrechts D, Lazaro C, Lee E, Le Marchand L, Lester J, Lindblom A, Lindor N, Lindstrom S, Liu J, Long J, Lubinski J, Mai PL, Makalic E, Malone KE, Mannermaa A, Manoukian S, Margolin S, Marme F, Martens JWM, McGuffog L, Meindl A, Miller A, Milne RL, Miron P, Montagna M, Mazoyer S, Mulligan AM, Muranen TA, Nathanson KL, Neuhausen SL, Nevanlinna H, Nordestgaard BG, Nussbaum RL, Offit K, Olah E, Olopade OI, Olson JE, Osorio A, Park SK, Peeters PH, Peissel B, Peterlongo P, Peto J, Phelan CM, Pilarski R, Poppe B, Pylkäs K, Radice P, Rahman N, Rantala J, Rappaport C, Rennert G, Richardson A, Robson M, Romieu I, Rudolph A, Rutgers EJ, Sanchez MJ, Santella RM, Sawyer EJ, Schmidt DF, Schmidt MK, Schmutzler RK, Schumacher F, Scott R, Senter L, Sharma P, Simard J, Singer CF, Sinilnikova OM, Soucy P, Southey M, Steinemann D, Stenmark-Askmalm M, Stoppa-Lyonnet D, Swerdlow A, Szabo CI, Tamimi R, Tapper W, Teixeira MR, Teo SH, Terry MB, Thomassen M, Thompson D, Tihomirova L, Toland AE, Tollenaar RAEM, Tomlinson I, Truong T, Tsimiklis H, Teulé A, Tumino R, Tung N, Turnbull C, Ursin G, van Deurzen CHM, van Rensburg EJ, Varon-Mateeva R, Wang Z, Wang-Gohrke S, Weiderpass E, Weitzel JN, Whittemore A, Wildiers H, Winqvist R, Yang XR, Yannoukakos D, Yao S, Zamora MP, Zheng W, Hall P, Kraft P, Vachon C, Slager S, Chenevix-Trench G, Pharoah PDP, Monteiro AAN, García-Closas M, Easton DF, Antoniou AC. Identification of four novel susceptibility loci for oestrogen receptor negative breast cancer. Nat Commun 2016; 7:11375. [PMID: 27117709 PMCID: PMC4853421 DOI: 10.1038/ncomms11375] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Accepted: 03/21/2016] [Indexed: 02/02/2023] Open
Abstract
Common variants in 94 loci have been associated with breast cancer including 15 loci with genome-wide significant associations (P<5 × 10(-8)) with oestrogen receptor (ER)-negative breast cancer and BRCA1-associated breast cancer risk. In this study, to identify new ER-negative susceptibility loci, we performed a meta-analysis of 11 genome-wide association studies (GWAS) consisting of 4,939 ER-negative cases and 14,352 controls, combined with 7,333 ER-negative cases and 42,468 controls and 15,252 BRCA1 mutation carriers genotyped on the iCOGS array. We identify four previously unidentified loci including two loci at 13q22 near KLF5, a 2p23.2 locus near WDR43 and a 2q33 locus near PPIL3 that display genome-wide significant associations with ER-negative breast cancer. In addition, 19 known breast cancer risk loci have genome-wide significant associations and 40 had moderate associations (P<0.05) with ER-negative disease. Using functional and eQTL studies we implicate TRMT61B and WDR43 at 2p23.2 and PPIL3 at 2q33 in ER-negative breast cancer aetiology. All ER-negative loci combined account for ∼11% of familial relative risk for ER-negative disease and may contribute to improved ER-negative and BRCA1 breast cancer risk prediction.
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Affiliation(s)
- Fergus J. Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Karoline B. Kuchenbaecker
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Kyriaki Michailidou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Gustavo A. Mendoza-Fandino
- Cancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Silje Nord
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, N-0310 Oslo, Norway
| | - Janna Lilyquist
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Curtis Olswold
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Emily Hallberg
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Simona Agata
- Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV—IRCCS, 20133 Padua, Italy
| | - Habibul Ahsan
- Department of Health Studies, The University of Chicago, Chicago, Illinois 60637, USA
- Comprehensive Cancer Center, The University of Chicago, Chicago, Illinois 60637, USA
- Departments of Medicine and Human Genetics, The University of Chicago, Chicago, Illinois 60637, USA
| | - Kristiina Aittomäki
- Department of Clinical Genetics, Helsinki University Central Hospital, 00029 Helsinki, Finland
| | - Christine Ambrosone
- Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, New York 14263, USA
| | - Irene L. Andrulis
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, Ontario, Canada M5G 1X5
- Departments of Molecular Genetics and Laboratory Medicine and Pathobiology, University of Toronto, Ontario, Canada M5B 1W8
| | - Hoda Anton-Culver
- Department of Epidemiology, University of California Irvine, Irvine, California, 92697, USA
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Banu K. Arun
- University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Brita Arver
- Department of Oncology, Karolinska University Hospital, SE-17176 Stockholm, Sweden
| | - Monica Barile
- Division of Cancer Prevention and Genetics, Istituto Europeo di Oncologia, 20141 Milan, Italy
| | - Rosa B. Barkardottir
- Department of Pathology, Landspitali University Hospital and University of Iceland School of Medicine, 101 Reykjavik, Iceland
| | - Daniel Barrowdale
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Lars Beckmann
- Institute for Quality and Efficiency in Health Care (IQWiG), 50670 Cologne, Germany
| | - Matthias W. Beckmann
- University Breast Center Franconia, Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, 91054 Erlangen, Germany
| | - Javier Benitez
- Human Genetics Group, Human Cancer Genetics Program, Spanish National Cancer Centre (CNIO), 28029 Madrid, Spain
- Genotyping Unit (CeGen), Human Cancer Genetics Program, Spanish National Cancer Centre (CNIO), 28029 Madrid, Spain
- Biomedical Network on Rare Diseases (CIBERER), 28029 Madrid, Spain
| | - Stephanie V. Blank
- NYU Women's Cancer Program, New York University School of Medicine, New York, New York 10016, USA
| | - Carl Blomqvist
- Department of Oncology, University of Helsinki and Helsinki University Central Hospital, FI-00029 Helsinki, Finland
| | - Natalia V. Bogdanova
- Department of Radiation Oncology, Hannover Medical School, 30625 Hannover, Germany
| | - Stig E. Bojesen
- Copenhagen General Population Study, Herlev Hospital, Copenhagen University Hospital, 2730 Herlev, Denmark
| | - Manjeet K. Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Bernardo Bonanni
- Division of Cancer Prevention and Genetics, Istituto Europeo di Oncologia, 20141 Milan, Italy
| | - Hiltrud Brauch
- Dr Margarete Fischer-Bosch-Institute of Clinical Pharmacology, 70376 Stuttgart, Germany
- University of Tübingen 72074 Tübingen, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
| | - Barbara Burwinkel
- Department of Obstetrics and Gynecology, University of Heidelberg, 69120 Heidelberg, Germany
| | - Saundra S. Buys
- Department of Medicine, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City Utah 84112, USA
| | - Trinidad Caldes
- Molecular Oncology Laboratory, Hospital Clinico San Carlos, IdISSC, Madrid 28040, Spain
| | - Maria A. Caligo
- Section of Genetic Oncology, Department of Laboratory Medicine, University and University Hospital of Pisa, I-56126 Pisa, Italy
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Jane Carpenter
- Australian Breast Cancer Tissue Bank, Westmead Millennium Institute, University of Sydney, Sydney, New South Wales 2145, Australia
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Stephen J. Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland 20850, USA
| | - Wendy K. Chung
- Departments of Pediatrics and Medicine, Columbia University, New York, New York 10032, USA
| | | | - Angela Cox
- Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield S10 2RX, UK
| | - Simon S. Cross
- Academic Unit of Pathology, Department of Neuroscience, University of Sheffield, Sheffield S10 2HQ, UK
| | - Julie M. Cunningham
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-17177 Stockholm, Sweden
| | - Mary B. Daly
- Department of Clinical Genetics, Fox Chase Cancer Center, Philadelphia, Pennsylvania 19111, USA
| | - Francesca Damiola
- INSERM U1052, CNRS UMR5286, Université Lyon, Centre de Recherche en Cancérologie de Lyon, 69373 Lyon, France
| | - Hatef Darabi
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-17177 Stockholm, Sweden
| | - Miguel de la Hoya
- Molecular Oncology Laboratory, Hospital Clinico San Carlos, IdISSC, Madrid 28040, Spain
| | - Peter Devilee
- Department of Human Genetics and Department of Pathology, Leiden University Medical Center, Leiden 2333 ZC, The Netherlands
| | - Orland Diez
- Oncogenetics Group, University Hospital Vall d'Hebron, Vall d'Hebron Institute of Oncology (VHIO) and Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Yuan C. Ding
- Department of Population Sciences, Beckman Research Institute of City of Hope, Duarte, California 91010, USA
| | - Riccardo Dolcetti
- Cancer Bioimmunotherapy Unit, CRO Aviano National Cancer Institute, 33081 Aviano , Italy
| | - Susan M. Domchek
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Pennsylvania 19104, USA
| | | | - Isabel dos-Santos-Silva
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Martine Dumont
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Québec and Laval University, Quebec City, Quebec, Canada G1V 4G2
| | - Alison M. Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge CB1 8RN, UK
| | - Diana M. Eccles
- Faculty of Medicine, University of Southampton, University Hospital Southampton, Southampton, Hampshire SO16 6YD, UK
| | - Hans Ehrencrona
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala SE-751 85, Sweden
- Department of Clinical Genetics, Lund University Hospital, SE-22185 Lund, Sweden
| | - Arif B. Ekici
- Institute of Human Genetics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, 91054 Erlangen, Germany
- Comprehensive Cancer Center -EMN, 91054 Erlangen, Germany
| | - Heather Eliassen
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts 02115, USA
| | - Steve Ellis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Peter A. Fasching
- University Breast Center Franconia, Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, 91054 Erlangen, Germany
| | - Jonine Figueroa
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland 20850, USA
| | - Dieter Flesch-Janys
- Department of Cancer Epidemiology/Clinical Cancer Registry and Institute for Medical Biometrics and Epidemiology, University Clinic Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Asta Försti
- Division of Molecular Genetic Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Center for Primary Health Care Research, Lund University, SE-221 00 Malmö, Sweden
| | - Florentia Fostira
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research ‘Demokritos', Aghia Paraskevi Attikis, 15310 Athens, Greece
| | - William D. Foulkes
- Program in Cancer Genetics, McGill University, Montreal, Quebec, Canada H3A 0G4
| | - Tara Friebel
- University of, Philadelphia, Pennsylvania 19104, USA
| | - Eitan Friedman
- Susanne Levy Gertner Oncogenetics Unit, Sheba Medical Center, Tel-Hashomer 52621, Israel
| | - Debra Frost
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Marike Gabrielson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-17177 Stockholm, Sweden
| | - Marilie D. Gammon
- Department of Epidemiology, University of, Chapel Hill, North Carolina 27599-7400, USA
| | - Patricia A. Ganz
- UCLA Schools of Medicine and Public Health, Division of Cancer Prevention and Control Research, Jonsson Comprehensive Cancer Center, Los Angeles, California 90095-6900, USA
| | - Susan M. Gapstur
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia 30303, USA
| | - Judy Garber
- Cancer Risk and Prevention Clinic, Dana Farber Cancer Institute, Boston, Massachusetts 02215, USA
| | - Mia M. Gaudet
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia 30303, USA
| | - Simon A. Gayther
- Department of Biomedical Sciences, Cedars Sinai Medical Center, Los Angeles, California 90048, USA
| | - Anne-Marie Gerdes
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, DK-2100 Copenhagen, Denmark
| | - Maya Ghoussaini
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge CB1 8RN, UK
| | - Graham G. Giles
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria 3010, Australia
| | - Gord Glendon
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, Ontario, Canada M5G 1X5
| | - Andrew K. Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, Kansas, 66205, USA
| | - Mark S. Goldberg
- Department of Medicine, McGill University, Montreal, Quebec, Canada H3G 2M1
- Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, Quebec, Canada H4A 3J1
| | - David E. Goldgar
- Department of Dermatology, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah 84132, USA
| | - Anna González-Neira
- Human Genotyping-CEGEN Unit, Human Cancer Genetics Program, Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain
| | - Mark H. Greene
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland 20850-9772, USA
| | - Jacek Gronwald
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Pascal Guénel
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, 70-115 Villejuif, France
| | - Marc Gunter
- Department of of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, SW7 2AZ, UK
| | - Lothar Haeberle
- University Breast Center Franconia, Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, 91054 Erlangen, Germany
| | - Christopher A. Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California 90033, USA
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Thomas V. O. Hansen
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, DK-2100 Copenhagen, Denmark
| | - Steven Hart
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Sue Healey
- Department of Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4029, Australia
| | - Tuomas Heikkinen
- Department of Obstetrics and Gynecology, University of Heidelberg, 69120 Heidelberg, Germany
- Helsinki University Central Hospital, FI-00029 Helsinki, Finland
| | - Brian E. Henderson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California 90033, USA
| | - Josef Herzog
- Clinical Cancer Genetics, for the City of Hope Clinical Cancer Genetics Community Research Network, Duarte, California 91010, USA
| | | | - Antoinette Hollestelle
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam 3008 AE, The Netherlands
| | - Maartje J. Hooning
- Department of Medical Oncology, Family Cancer Clinic, Erasmus University Medical Center, Rotterdam 3008 AE, The Netherlands
| | - Robert N. Hoover
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland 20850, USA
| | - John L. Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Keith Humphreys
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-17177 Stockholm, Sweden
| | - David J. Hunter
- Program in Molecular and Genetic Epidemiology, Harvard School of Public Health, Boston, Massachusetts 02115, USA
| | - Tomasz Huzarski
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | | | - Claudine Isaacs
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20007, USA
| | - Anna Jakubowska
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Paul James
- Familial Cancer Centre, Peter MacCallum Cancer Centre, Melbourne, Victoria 8006, Australia
- Department of Oncology, The University of Melbourne, Melbourne, Victoria 8006, Australia
| | - Ramunas Janavicius
- State Research Institute Centre for Innovative Medicine, LT-08661 Vilnius, Lithuania
| | - Uffe Birk Jensen
- Department of Clinical Genetics, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Esther M. John
- Department of Epidemiology, Cancer Prevention Institute of California, Fremont, California 94538, USA
| | - Michael Jones
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton SM2 5NG, UK
| | - Maria Kabisch
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Siddhartha Kar
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge CB1 8RN, UK
| | - Beth Y. Karlan
- Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, 90048, USA
| | - Sofia Khan
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, FI-00029 Helsinki, Finland
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Cambridge CB1 8RN, UK
| | - Muhammad G. Kibriya
- Department of Health Studies, The University of Chicago, Chicago, Illinois 60637, USA
| | - Julia A. Knight
- Prosserman Centre for Health Research, Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, Ontario, Canada M5G 1X5
| | - Yon-Dschun Ko
- Department of Internal Medicine, Evangelische Kliniken Bonn gGmbH, Johanniter Krankenhaus, 53113 Bonn, Germany
| | - Irene Konstantopoulou
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research ‘Demokritos', Aghia Paraskevi Attikis, 15310 Athens, Greece
| | - Veli-Matti Kosma
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, FI-70211 Kuopio, Finland
| | - Vessela Kristensen
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, N-0310 Oslo, Norway
| | - Ava Kwong
- The Hong Kong Hereditary Breast Cancer Family Registry, Cancer Genetics Center, Hong Kong Sanatorium and Hospital, Hong Kong
- Department of Surgery, The University of Hong Kong, Hong Kong, China
| | - Yael Laitman
- Susanne Levy Gertner Oncogenetics Unit, Sheba Medical Center, Tel-Hashomer 52621, Israel
| | | | - Conxi Lazaro
- Molecular Diagnostic Unit, Hereditary Cancer Program, IDIBELL-Catalan Institute of Oncology, 08908 Barcelona, Spain
| | - Eunjung Lee
- Department of Preventive Medicine, University of Southern California, Los Angeles, California 90032, USA
| | - Loic Le Marchand
- Cancer Epidemiology Program, University of Cancer Center, Honolulu, Hawaii 96813, USA
| | - Jenny Lester
- Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, 90048, USA
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, SE-17177 Stockholm, Sweden
| | - Noralane Lindor
- Health Sciences Research, Mayo Clinic, Scotsdale, Arizona 85259, USA
| | - Sara Lindstrom
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts 02115, USA
- Program in Genetic Epidemiology and Statistical Genetics, Harvard School of Public Health, Boston, Massachusetts 02115, USA
| | - Jianjun Liu
- Human Genetics Division, Genome Institute of Singapore, Singapore 138672, Singapore
| | - Jirong Long
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center and Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee 37203, USA
| | - Jan Lubinski
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Phuong L. Mai
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland 20850-9772, USA
| | - Enes Makalic
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Kathleen E. Malone
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
- Department of Epidemiology, School of Public Health and Community Medicine, University of Washington, Seattle, Washington 98195, USA
| | - Arto Mannermaa
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, FI-70211 Kuopio, Finland
| | - Siranoush Manoukian
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Tumori (INT), 20133 Milan, Italy
| | - Sara Margolin
- Department of Oncology, Karolinska University Hospital, SE-17176 Stockholm, Sweden
| | - Frederik Marme
- Department of Obstetrics and Gynecology, University of Heidelberg, 69120 Heidelberg, Germany
| | - John W. M. Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam 3008 AE, The Netherlands
| | - Lesley McGuffog
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Alfons Meindl
- Department of Gynaecology and Obstetrics, Technical University of Munich, 81675 Munich, Germany
| | - Austin Miller
- NRG Oncology Statistics and Data Management Center, Roswell Park Cancer Institute, Buffalo, New York 14263, USA
| | - Roger L. Milne
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria 3010, Australia
| | - Penelope Miron
- Department of Genomics and Genome Sciences, Case Western Reserve University Medical School, Cleveland, Ohio 44106, USA
| | - Marco Montagna
- Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV—IRCCS, 20133 Padua, Italy
| | - Sylvie Mazoyer
- INSERM U1052, CNRS UMR5286, Université Lyon, Centre de Recherche en Cancérologie de Lyon, 69373 Lyon, France
| | - Anna M. Mulligan
- Laboratory Medicine Program, University Health Network, Toronto, Ontario, Canada M5B 1W8
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada M5B 1W8
| | - Taru A. Muranen
- Department of Obstetrics and Gynecology, University of Heidelberg, 69120 Heidelberg, Germany
- Helsinki University Central Hospital, FI-00029 Helsinki, Finland
| | - Katherine L. Nathanson
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Pennsylvania 19104, USA
| | - Susan L. Neuhausen
- Department of Population Sciences, Beckman Research Institute of City of Hope, Duarte, California 91010, USA
| | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, FI-00029 Helsinki, Finland
| | - Børge G. Nordestgaard
- Copenhagen General Population Study, Herlev Hospital, Copenhagen University Hospital, 2730 Herlev, Denmark
| | | | - Kenneth Offit
- Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
| | - Edith Olah
- Department of Molecular Genetics, National Institute of Oncology, H-1122 Budapest, Hungary
| | - Olufunmilayo I. Olopade
- Center for Clinical Cancer Genetics and Global Health, University of Chicago Medical Center, Chicago, Illinois 60637, USA
| | - Janet E. Olson
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Ana Osorio
- Human Genetics Group, Human Cancer Genetics Program, Spanish National Cancer Centre (CNIO), 28029 Madrid, Spain
| | - Sue K. Park
- Department of Preventive Medicine and Biomedical Science, Seoul National University College of Medicine and Cancer Research Institute, Seoul National University, 110-799 Seoul, Republic of Korea
| | - Petra H. Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht 3508 GA, The Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London SW7 2AZ, UK
| | - Bernard Peissel
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Tumori (INT), 20133 Milan, Italy
| | - Paolo Peterlongo
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, 20133 Milan, Italy
| | - Julian Peto
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Catherine M. Phelan
- Cancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Robert Pilarski
- Divison of Human Genetics, Department of Internal Medicine, The Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio 43210, USA
| | - Bruce Poppe
- Center for Medical Genetics, Ghent University, 9000 Ghent, Belgium
| | - Katri Pylkäs
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, NordLab Oulu/Oulu University Hospital, FI-90220 Oulu, Finland
| | - Paolo Radice
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Tumori (INT), 20133 Milan, Italy
| | - Nazneen Rahman
- Section of Cancer Genetics, Institute of Cancer Research, Sutton SM2 5NG, UK
| | - Johanna Rantala
- Department of Clinical Genetics, Karolinska University Hospital, SE-17176 Stockholm, Sweden
| | - Christine Rappaport
- Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, A 1090 Vienna, Austria
| | - Gad Rennert
- Clalit National Israeli Cancer Control Center and Department of Community Medicine and Epidemiology, Carmel Medical Center and B. Rappaport Faculty of Medicine, Haifa 34362, Israel
| | - Andrea Richardson
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, 21205, USA
| | - Mark Robson
- Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
| | - Isabelle Romieu
- International Agency for Research on Cancer, 69008 Lyon, France
| | - Anja Rudolph
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Emiel J. Rutgers
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam 1006 BE, The Netherlands
| | - Maria-Jose Sanchez
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, 18014 Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
| | - Regina M. Santella
- Department of Environmental Health Sciences, Columbia University, New York, New York, 10032, USA
| | - Elinor J. Sawyer
- Research Oncology, Division of Cancer Studies, King's College London, Guy's Hospital, London SE1 9RT, UK
| | - Daniel F. Schmidt
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010, Australia
| | - Marjanka K. Schmidt
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam 1006 BE, The Netherlands
| | - Rita K. Schmutzler
- Center for Hereditary Breast and Ovarian Cancer, Medical Faculty, University Hospital Cologne, Cologne 50931, Germany
- Center for Integrated Oncology (CIO), Medical Faculty, University Hospital Cologne, 50931 Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, 50931 Cologne, Germany
| | - Fredrick Schumacher
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California 90033, USA
| | - Rodney Scott
- Division of Genetics, Hunter Area Pathology Service, John Hunter Hospital, Newcastle, New South Wales 2305, Australia
| | - Leigha Senter
- Divison of Human Genetics, Department of Internal Medicine, The Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio 43210, USA
| | - Priyanka Sharma
- Department of Hematology and Oncology, University of Kansas Medical Center, Kansas City, Kansas 66205, USA
| | - Jacques Simard
- Centre Hospitalier Universitaire de Québec Research Center, Laval University, Quebec City, Quebec, Canada G1V 4G2
| | - Christian F. Singer
- Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, A 1090 Vienna, Austria
| | - Olga M. Sinilnikova
- INSERM U1052, CNRS UMR5286, Université Lyon, Centre de Recherche en Cancérologie de Lyon, 69373 Lyon, France
- Unité Mixte de Génétique Constitutionnelle des Cancers Fréquents, Hospices Civils de Lyon—Centre Léon Bérard, 69373 Lyon, France
| | - Penny Soucy
- Centre Hospitalier Universitaire de Québec Research Center, Laval University, Quebec City, Quebec, Canada G1V 4G2
| | - Melissa Southey
- Department of Pathology, The University of Melbourne, Melbourne, Victoria, Australia
| | | | - Marie Stenmark-Askmalm
- Division of Clinical Genetics, Department of Clinical and Experimental Medicine, Linköping University, SE-58185 Linköping, Sweden
| | - Dominique Stoppa-Lyonnet
- Institut Curie, Department of Tumour Biology, 75248 Paris, France
- Université Paris Descartes, Sorbonne Paris Cité, 75248 Paris, France
| | - Anthony Swerdlow
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton SM2 5NG, UK
| | - Csilla I. Szabo
- National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892-2152, USA
| | - Rulla Tamimi
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts 02115, USA
- Program in Genetic Epidemiology and Statistical Genetics, Harvard School of Public Health, Boston, Massachusetts 02115, USA
| | - William Tapper
- Faculty of Medicine, University of Southampton, University Hospital Southampton, Southampton, Hampshire SO16 6YD, UK
| | - Manuel R. Teixeira
- Department of Genetics, Portuguese Oncology Institute, Porto, 4200-072, Portugal
- Biomedical Sciences Institute (ICBAS), Porto University, 4200-072 Porto, Portugal
| | - Soo-Hwang Teo
- Cancer Research Initiatives Foundation, Sime Darby Medical Centre, Subang Jaya 47500, Malaysia
- University Malaya Cancer Research Institute, Faculty of Medicine, University Malaya Medical Centre, University Malaya, Kuala Lumpur 50603, Malaysia
| | - Mary B. Terry
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, 10032, USA
| | - Mads Thomassen
- Department of Clinical Genetics, Odense University Hospital, 5000 Odense C, Denmark
| | - Deborah Thompson
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Laima Tihomirova
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia
| | - Amanda E. Toland
- Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, Ohio, 43210, USA
| | | | - Ian Tomlinson
- Wellcome Trust Centre for Human Genetics and Oxford Biomedical Research Centre, University of Oxford, Oxford OX3 7BN, UK
| | - Thérèse Truong
- Inserm (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, 70-115 Villejuif, France
| | - Helen Tsimiklis
- Department of Pathology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Alex Teulé
- Genetic Counseling Unit, Hereditary Cancer Program, IDIBELL-Catalan Institute of Oncology, 08908 Barcelona, Spain
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, ‘Civic—M.P. Arezzo' Hospital, 97100 ASP Ragusa, Italy
| | - Nadine Tung
- Department of Medical Oncology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, 02215, USA
| | - Clare Turnbull
- Section of Cancer Genetics, Institute of Cancer Research, Sutton SM2 5NG, UK
| | - Giski Ursin
- Cancer Registry of Norway, Institute of Population-Based Cancer Research, N-0304 Oslo, Norway
| | - Carolien H. M. van Deurzen
- Department of Pathology, Family Cancer Clinic, Erasmus University Medical Center, Rotterdam 3000 CA, The Netherlands
| | | | | | - Zhaoming Wang
- Cancer Genomics Research Laboratory, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, Maryland 20877, USA
| | | | - Elisabete Weiderpass
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-17177 Stockholm, Sweden
- Cancer Registry of Norway, Institute of Population-Based Cancer Research, N-0304 Oslo, Norway
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø—The Arctic University of Norway, 9037 Tromsø, Norway
- Genetic Epidemiology Group, Folkhälsan Research Center, 2016 Helsinki, Finland
| | - Jeffrey N. Weitzel
- Clinical Cancer Genetics, for the City of Hope Clinical Cancer Genetics Community Research Network, Duarte, California 91010, USA
| | - Alice Whittemore
- Department of Health Research and Policy—Epidemiology, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Hans Wildiers
- Multidisciplinary Breast Center, Department of General Medical Oncology, University Hospitals, B-3000 Leuven, Belgium
| | - Robert Winqvist
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, NordLab Oulu/Oulu University Hospital, FI-90220 Oulu, Finland
| | - Xiaohong R. Yang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland 20892, USA
| | - Drakoulis Yannoukakos
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research ‘Demokritos', Aghia Paraskevi Attikis, 15310 Athens, Greece
| | - Song Yao
- Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, New York 14263, USA
| | - M Pilar Zamora
- Servicio de Oncología Médica, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center and Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee 37203, USA
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-17177 Stockholm, Sweden
| | - Peter Kraft
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts 02115, USA
- Program in Genetic Epidemiology and Statistical Genetics, Harvard School of Public Health, Boston, Massachusetts 02115, USA
- Department of Biostatistics, Harvard School Of Public Health, Boston, Massachusetts 02115, USA
| | - Celine Vachon
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Susan Slager
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Georgia Chenevix-Trench
- Cancer Division, QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4029, Australia
| | - Paul D. P. Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge CB1 8RN, UK
| | - Alvaro A. N. Monteiro
- Cancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Montserrat García-Closas
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland 20850, USA
| | - Douglas F. Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Antonis C. Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
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Li H, Yuan Z, Ji J, Xu J, Zhang T, Zhang X, Xue F. A novel Markov Blanket-based repeated-fishing strategy for capturing phenotype-related biomarkers in big omics data. BMC Genet 2016; 17:51. [PMID: 26957081 PMCID: PMC4784463 DOI: 10.1186/s12863-016-0358-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 02/26/2016] [Indexed: 11/10/2022] Open
Abstract
Background We propose a novel Markov Blanket-based repeated-fishing strategy (MBRFS) in attempt to increase the power of existing Markov Blanket method (DASSO-MB) and maintain its advantages in omic data analysis. Results Both simulation and real data analysis were conducted to assess its performances by comparing with other methods including χ2 test with Bonferroni and B-H adjustment, least absolute shrinkage and selection operator (LASSO) and DASSO-MB. A serious of simulation studies showed that the true discovery rate (TDR) of proposed MBRFS was always close to zero under null hypothesis (odds ratio = 1 for each SNPs) with excellent stability in all three scenarios of independent phenotype-related SNPs without linkage disequilibrium (LD) around them, correlated phenotype-related SNPs without LD around them, and phenotype-related SNPs with strong LD around them. As expected, under different odds ratio and minor allel frequency (MAFs), MBRFS always had the best performances in capturing the true phenotype-related biomarkers with higher matthews correlation coefficience (MCC) for all three scenarios above. More importantly, since proposed MBRFS using the repeated fishing strategy, it still captures more phenotype-related SNPs with minor effects when non-significant phenotype-related SNPs emerged under χ2 test after Bonferroni multiple correction. The various real omics data analysis, including GWAS data, DNA methylation data, gene expression data and metabolites data, indicated that the proposed MBRFS always detected relatively reasonable biomarkers. Conclusions Our proposed MBRFS can exactly capture the true phenotype-related biomarkers with the reduction of false negative rate when the phenotype-related biomarkers are independent or correlated, as well as the circumstance that phenotype-related biomarkers are associated with non-phenotype-related ones. Electronic supplementary material The online version of this article (doi:10.1186/s12863-016-0358-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Hongkai Li
- Department of biostatistics, School of Public Health, Shandong University, Jinan City, Shandong Province, P. R. China.
| | - Zhongshang Yuan
- Department of biostatistics, School of Public Health, Shandong University, Jinan City, Shandong Province, P. R. China.
| | - Jiadong Ji
- Department of biostatistics, School of Public Health, Shandong University, Jinan City, Shandong Province, P. R. China.
| | - Jing Xu
- Department of biostatistics, School of Public Health, Shandong University, Jinan City, Shandong Province, P. R. China.
| | - Tao Zhang
- Department of biostatistics, School of Public Health, Shandong University, Jinan City, Shandong Province, P. R. China.
| | - Xiaoshuai Zhang
- Department of biostatistics, School of Public Health, Shandong University, Jinan City, Shandong Province, P. R. China.
| | - Fuzhong Xue
- Department of biostatistics, School of Public Health, Shandong University, Jinan City, Shandong Province, P. R. China.
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Sinilnikova OM, Dondon MG, Eon-Marchais S, Damiola F, Barjhoux L, Marcou M, Verny-Pierre C, Sornin V, Toulemonde L, Beauvallet J, Le Gal D, Mebirouk N, Belotti M, Caron O, Gauthier-Villars M, Coupier I, Buecher B, Lortholary A, Dugast C, Gesta P, Fricker JP, Noguès C, Faivre L, Luporsi E, Berthet P, Delnatte C, Bonadona V, Maugard CM, Pujol P, Lasset C, Longy M, Bignon YJ, Adenis C, Venat-Bouvet L, Demange L, Dreyfus H, Frenay M, Gladieff L, Mortemousque I, Audebert-Bellanger S, Soubrier F, Giraud S, Lejeune-Dumoulin S, Chevrier A, Limacher JM, Chiesa J, Fajac A, Floquet A, Eisinger F, Tinat J, Colas C, Fert-Ferrer S, Penet C, Frebourg T, Collonge-Rame MA, Barouk-Simonet E, Layet V, Leroux D, Cohen-Haguenauer O, Prieur F, Mouret-Fourme E, Cornélis F, Jonveaux P, Bera O, Cavaciuti E, Tardivon A, Lesueur F, Mazoyer S, Stoppa-Lyonnet D, Andrieu N. GENESIS: a French national resource to study the missing heritability of breast cancer. BMC Cancer 2016; 16:13. [PMID: 26758370 PMCID: PMC4711059 DOI: 10.1186/s12885-015-2028-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Accepted: 12/17/2015] [Indexed: 11/26/2022] Open
Abstract
Background Less than 20 % of familial breast cancer patients who undergo genetic testing for BRCA1 and BRCA2 carry a pathogenic mutation in one of these two genes. The GENESIS (GENE SISter) study was designed to identify new breast cancer susceptibility genes in women attending cancer genetics clinics and with no BRCA1/2 mutation. Methods The study involved the French national network of family cancer clinics. It was based on enrichment in genetic factors of the recruited population through case selection relying on familial criteria, but also on the consideration of environmental factors and endophenotypes like mammary density or tumor characteristics to assess potential genetic heterogeneity. One of the initial aims of GENESIS was to recruit affected sibpairs. Siblings were eligible when index cases and at least one affected sister were diagnosed with infiltrating mammary or ductal adenocarcinoma, with no BRCA1/2 mutation. In addition, unrelated controls and unaffected sisters were recruited. The enrolment of patients, their relatives and their controls, the collection of the clinical, epidemiological, familial and biological data were centralized by a coordinating center. Results Inclusion of participants started in February 2007 and ended in December 2013. A total of 1721 index cases, 826 affected sisters, 599 unaffected sisters and 1419 controls were included. 98 % of participants completed the epidemiological questionnaire, 97 % provided a blood sample, and 76 % were able to provide mammograms. Index cases were on average 59 years old at inclusion, were born in 1950, and were 49.7 years of age at breast cancer diagnosis. The mean age at diagnosis of affected sisters was slightly higher (51.4 years). The representativeness of the control group was verified. Conclusions The size of the study, the availability of biological specimens and the clinical data collection together with the detailed and complete epidemiological questionnaire make this a unique national resource for investigation of the missing heritability of breast cancer, by taking into account environmental and life style factors and stratifying data on endophenotypes to decrease genetic heterogeneity.
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Affiliation(s)
- Olga M Sinilnikova
- Cancer Research Centre of Lyon, CNRS UMR5286, Inserm U1052, Université Claude Bernard Lyon 1, Centre Léon Bérard, Lyon, France.,Unité Mixte de Génétique Constitutionnelle des Cancers Fréquents, Hospices Civils de Lyon, Centre Léon Bérard, Lyon, France
| | - Marie-Gabrielle Dondon
- Inserm, U900, Paris, France. .,Institut Curie, Paris, France. .,PSL Research University, Paris, France. .,Mines ParisTech, Fontainebleau, France.
| | - Séverine Eon-Marchais
- Inserm, U900, Paris, France. .,Institut Curie, Paris, France. .,PSL Research University, Paris, France. .,Mines ParisTech, Fontainebleau, France.
| | - Francesca Damiola
- Cancer Research Centre of Lyon, CNRS UMR5286, Inserm U1052, Université Claude Bernard Lyon 1, Centre Léon Bérard, Lyon, France.
| | - Laure Barjhoux
- Cancer Research Centre of Lyon, CNRS UMR5286, Inserm U1052, Université Claude Bernard Lyon 1, Centre Léon Bérard, Lyon, France.
| | - Morgane Marcou
- Inserm, U900, Paris, France. .,Institut Curie, Paris, France. .,PSL Research University, Paris, France. .,Mines ParisTech, Fontainebleau, France.
| | - Carole Verny-Pierre
- Cancer Research Centre of Lyon, CNRS UMR5286, Inserm U1052, Université Claude Bernard Lyon 1, Centre Léon Bérard, Lyon, France.
| | - Valérie Sornin
- Cancer Research Centre of Lyon, CNRS UMR5286, Inserm U1052, Université Claude Bernard Lyon 1, Centre Léon Bérard, Lyon, France.
| | - Lucie Toulemonde
- Inserm, U900, Paris, France. .,Institut Curie, Paris, France. .,PSL Research University, Paris, France. .,Mines ParisTech, Fontainebleau, France.
| | - Juana Beauvallet
- Inserm, U900, Paris, France. .,Institut Curie, Paris, France. .,PSL Research University, Paris, France. .,Mines ParisTech, Fontainebleau, France.
| | - Dorothée Le Gal
- Inserm, U900, Paris, France. .,Institut Curie, Paris, France. .,PSL Research University, Paris, France. .,Mines ParisTech, Fontainebleau, France.
| | - Noura Mebirouk
- Inserm, U900, Paris, France. .,Institut Curie, Paris, France. .,PSL Research University, Paris, France. .,Mines ParisTech, Fontainebleau, France.
| | | | - Olivier Caron
- Institut de Cancérologie Gustave Roussy, Service d'Oncologie Génétique, Villejuif, France.
| | | | - Isabelle Coupier
- Hôpital Arnaud de Villeneuve, CHU Montpellier, Service de Génétique médicale et Oncogénétique, Montpellier, France. .,ICM Val d'Aurel, Unité d'Oncogénétique, Montpellier, France.
| | - Bruno Buecher
- Institut Curie, Service de Génétique, Paris, France.
| | - Alain Lortholary
- Centre Catherine de Sienne, Service d'Oncologie Médicale, Nantes, France.
| | | | - Paul Gesta
- CH Georges Renon, Service Oncogénétique pour la consultation oncogénétique régionale Poitou-Charentes, Niort, France.
| | | | | | - Laurence Faivre
- Hôpital d'Enfants, Service de Génétique Médicale, Dijon, France. .,Centre Georges François Leclerc, Oncogénétique, Dijon, France.
| | - Elisabeth Luporsi
- ICL Alexis Vautrin, Unité d'Oncogénétique, Vandœuvre-lès-Nancy, France.
| | - Pascaline Berthet
- Centre François Baclesse, Unité de pathologie gynécologique, Caen, France.
| | - Capucine Delnatte
- Centre René Gauducheau, Unité d'Oncogénétique, Nantes Saint Herblain, France.
| | - Valérie Bonadona
- Université Claude Bernard Lyon 1, Villeurbanne, France. .,CNRS UMR 5558, Lyon, France. .,Centre Léon Bérard, Unité de Prévention et Epidémiologie Génétique, Lyon, France.
| | - Christine M Maugard
- Hôpitaux Universitaires de Strasbourg, UF1422 Oncogénétique moléculaire, Laboratoire de diagnostic génétique, Strasbourg, France. .,Hôpitaux Universitaires de Strasbourg, UF6948 Oncogénétique, Service d'Hémato-Oncologie, Strasbourg, France.
| | - Pascal Pujol
- Hôpital Arnaud de Villeneuve, CHU Montpellier, Service de Génétique médicale et Oncogénétique, Montpellier, France. .,Inserm, U896, CRCM Val d'Aurel, Montpellier, France.
| | - Christine Lasset
- Université Claude Bernard Lyon 1, Villeurbanne, France. .,CNRS UMR 5558, Lyon, France. .,Centre Léon Bérard, Unité de Prévention et Epidémiologie Génétique, Lyon, France.
| | | | | | | | | | | | - Hélène Dreyfus
- Clinique Sainte Catherine, Avignon, France. .,CHU de Grenoble, Hôpital Couple-Enfant, Département de Génétique, Grenoble, France.
| | - Marc Frenay
- Centre Antoine Lacassagne, Unité d'Oncogénétique, Nice, France.
| | - Laurence Gladieff
- Institut Claudius Regaud - IUCT-Oncopole, Service d'Oncologie Médicale, Toulouse, France.
| | | | | | | | - Sophie Giraud
- Hôpital Edouard Herriot, Service de Génétique Moléculaire, Lyon, France.
| | | | - Annie Chevrier
- Hôpital Universitaire de Rouen, Département de Génétique, Rouen, France.
| | | | | | - Anne Fajac
- Hôpital Tenon, Service d'Oncogénétique, Paris, France.
| | | | - François Eisinger
- IPC, Département d'Anticipation et de Suivi des Cancers, Marseille, France. .,Inserm, UMR 912, Marseille, France.
| | - Julie Tinat
- Hôpital Universitaire de Rouen, Département de Génétique, Rouen, France.
| | - Chrystelle Colas
- Groupe Hospitalier Pitié-Salpêtrière, Département de Génétique, APHP, Paris, France.
| | | | - Clotilde Penet
- Institut Jean-Godinot, Reims, France. .,ICC Courlancy, Cs Oncogénétique, Reims, France.
| | - Thierry Frebourg
- Hôpital Universitaire de Rouen, Département de Génétique, Rouen, France.
| | - Marie-Agnès Collonge-Rame
- CHU Hôpital Saint-Jacques, Service Génétique et Biologie du Développement - Histologie, Besançon, France.
| | | | | | - Dominique Leroux
- CHU de Grenoble, Hôpital Couple-Enfant, Département de Génétique, Grenoble, France.
| | | | - Fabienne Prieur
- CHU de Saint-Etienne, Hôpital Nord, Service de Génétique, Saint-Etienne, France.
| | | | | | - Philippe Jonveaux
- CHU Hôpital de Brabois, Laboratoire de Génétique, Vandœuvre-lès-Nancy, France.
| | - Odile Bera
- CHU de Martinique, Unité d'Oncogénétique, Fort-de-France, France.
| | - Eve Cavaciuti
- Inserm, U900, Paris, France. .,Institut Curie, Paris, France. .,PSL Research University, Paris, France. .,Mines ParisTech, Fontainebleau, France.
| | - Anne Tardivon
- Institut Curie, Département d'imagerie médicale, Paris, France.
| | - Fabienne Lesueur
- Inserm, U900, Paris, France. .,Institut Curie, Paris, France. .,PSL Research University, Paris, France. .,Mines ParisTech, Fontainebleau, France.
| | - Sylvie Mazoyer
- Cancer Research Centre of Lyon, CNRS UMR5286, Inserm U1052, Université Claude Bernard Lyon 1, Centre Léon Bérard, Lyon, France.
| | - Dominique Stoppa-Lyonnet
- PSL Research University, Paris, France. .,Institut Curie, Service de Génétique, Paris, France. .,Inserm, U830, Paris, France. .,Université Paris-Descartes, Paris, France.
| | - Nadine Andrieu
- Inserm, U900, Paris, France. .,Institut Curie, Paris, France. .,PSL Research University, Paris, France. .,Mines ParisTech, Fontainebleau, France.
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Kurian AW, Antoniou AC, Domchek SM. Refining Breast Cancer Risk Stratification: Additional Genes, Additional Information. Am Soc Clin Oncol Educ Book 2016; 35:44-56. [PMID: 27249685 DOI: 10.1200/edbk_158817] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Recent advances in genomic technology have enabled far more rapid, less expensive sequencing of multiple genes than was possible only a few years ago. Advances in bioinformatics also facilitate the interpretation of large amounts of genomic data. New strategies for cancer genetic risk assessment include multiplex sequencing panels of 5 to more than 100 genes (in which rare mutations are often associated with at least two times the average risk of developing breast cancer) and panels of common single-nucleotide polymorphisms (SNPs), combinations of which are generally associated with more modest cancer risks (more than twofold). Although these new multiple-gene panel tests are used in oncology practice, questions remain about the clinical validity and the clinical utility of their results. To translate this increasingly complex genetic information for clinical use, cancer risk prediction tools are under development that consider the joint effects of all susceptibility genes, together with other established breast cancer risk factors. Risk-adapted screening and prevention protocols are underway, with ongoing refinement as genetic knowledge grows. Priority areas for future research include the clinical validity and clinical utility of emerging genetic tests; the accuracy of developing cancer risk prediction models; and the long-term outcomes of risk-adapted screening and prevention protocols, in terms of patients' experiences and survival.
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Affiliation(s)
- Allison W Kurian
- From the Departments of Medicine and of Health Research and Policy, Stanford University School of Medicine, Stanford, CA; Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom; Basser Research Center and Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Antonis C Antoniou
- From the Departments of Medicine and of Health Research and Policy, Stanford University School of Medicine, Stanford, CA; Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom; Basser Research Center and Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Susan M Domchek
- From the Departments of Medicine and of Health Research and Policy, Stanford University School of Medicine, Stanford, CA; Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom; Basser Research Center and Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
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Cao S, Chee SP, Yu HG, Sukavatcharin S, Wu L, Kijlstra A, Hou S, Yang P. Investigation of the association of Vogt-Koyanagi-Harada syndrome with IL23R-C1orf141 in Han Chinese Singaporean and ADO-ZNF365-EGR2 in Thai. Br J Ophthalmol 2015; 100:436-42. [PMID: 26628628 DOI: 10.1136/bjophthalmol-2015-307366] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 11/01/2015] [Indexed: 02/03/2023]
Abstract
BACKGROUND We performed a multistage genome-wide association study of Vogt-Koyanagi-Harada (VKH) syndrome in a Han Chinese population and identified two novel non-human leukocyte antigen candidate regions previously. The aim of the study was to replicate the association of IL23R-C1orf141 and ADO-ZNF365-EGR2 with VKH syndrome in four sets of multinational populations in Asia. METHOD We conducted a candidate genes association study involving 185 patients with VKH syndrome and 287 normal controls from Han Chinese Singaporeans, non-Han Chinese, Thais and Koreans. Genotyping of 16 single nucleotide polymorphisms (SNPs) within IL23R-C1orf141 and ADO-ZNF365-EGR2 loci was performed using the Sequenom MassARRAY system or by Taqman SNP assays. RESULTS Eight SNPs in IL23R-Clorf141 showed an association with VKH syndrome only in Han Chinese Singaporeans (p=8.49×10(-5) to 1.02×10(-3), pcorrection=1.69×10(-4) to 2.04×10(-3)) but not in the other groups tested. One SNP rs1884444 in IL23R-Clorf141 was found to be weakly associated with VKH syndrome in the Han Chinese Singaporeans, but significance was lost following Bonferroni correction for multiple comparisons. Five SNPs in ADO-ZNF365-EGR2 were found to be associated with VKH syndrome in Thai patients with VKH (p=0.014, pc=0.028) but not in the other three ethnic groups tested. CONCLUSIONS This study confirmed the genetic associations between SNPs in IL23R-C1orf141 and VKH syndrome in Han Chinese Singaporeans but not in other Asian populations. In addition, we also successfully replicated the association of VKH syndrome with ADO-ZNF365-EGR2 in a Thai population.
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Affiliation(s)
- Shuang Cao
- Department of Ophthalmology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P. R. China Chongqing Eye Institute, Chongqing, P. R. China Chongqing Key Laboratory of Ophthalmology, Chongqing, P. R. China
| | - Soon Phaik Chee
- Singapore National Eye Centre, Singapore, Singapore Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore Singapore Eye Research Institute, Singapore, Singapore Department of Ophthalmology and Visual Sciences, Duke-National University of Singapore Graduate Medical School, Singapore, Singapore
| | - Hyeong Gon Yu
- Department of Ophthalmology, College of Medicine, Seoul National University, Seoul, Korea Sensory Organs Institute, Medical Research Center, Seoul National University, Seoul, Korea
| | - Somsiri Sukavatcharin
- Department of Ophthalmology, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Lili Wu
- Department of Ophthalmology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P. R. China
| | - Aize Kijlstra
- University Eye Clinic Maastricht, Maastricht, The Netherlands
| | - Shengping Hou
- Department of Ophthalmology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P. R. China Chongqing Eye Institute, Chongqing, P. R. China Chongqing Key Laboratory of Ophthalmology, Chongqing, P. R. China
| | - Peizeng Yang
- Department of Ophthalmology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P. R. China Chongqing Eye Institute, Chongqing, P. R. China Chongqing Key Laboratory of Ophthalmology, Chongqing, P. R. China
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Barrdahl M, Canzian F, Lindström S, Shui I, Black A, Hoover RN, Ziegler RG, Buring JE, Chanock SJ, Diver WR, Gapstur SM, Gaudet MM, Giles GG, Haiman C, Henderson BE, Hankinson S, Hunter DJ, Joshi AD, Kraft P, Lee IM, Le Marchand L, Milne RL, Southey MC, Willett W, Gunter M, Panico S, Sund M, Weiderpass E, Sánchez MJ, Overvad K, Dossus L, Peeters PH, Khaw KT, Trichopoulos D, Kaaks R, Campa D. Association of breast cancer risk loci with breast cancer survival. Int J Cancer 2015; 137:2837-45. [PMID: 25611573 DOI: 10.1002/ijc.29446] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Revised: 11/27/2014] [Accepted: 12/04/2014] [Indexed: 01/23/2023]
Abstract
The survival of breast cancer patients is largely influenced by tumor characteristics, such as TNM stage, tumor grade and hormone receptor status. However, there is growing evidence that inherited genetic variation might affect the disease prognosis and response to treatment. Several lines of evidence suggest that alleles influencing breast cancer risk might also be associated with breast cancer survival. We examined the associations between 35 breast cancer susceptibility loci and the disease over-all survival (OS) in 10,255 breast cancer patients from the National Cancer Institute Breast and Prostate Cancer Cohort Consortium (BPC3) of which 1,379 died, including 754 of breast cancer. We also conducted a meta-analysis of almost 35,000 patients and 5,000 deaths, combining results from BPC3 and the Breast Cancer Association Consortium (BCAC) and performed in silico analyses of SNPs with significant associations. In BPC3, the C allele of LSP1-rs3817198 was significantly associated with improved OS (HRper-allele =0.70; 95% CI: 0.58-0.85; ptrend = 2.84 × 10(-4) ; HRheterozygotes = 0.71; 95% CI: 0.55-0.92; HRhomozygotes = 0.48; 95% CI: 0.31-0.76; p2DF = 1.45 × 10(-3) ). In silico, the C allele of LSP1-rs3817198 was predicted to increase expression of the tumor suppressor cyclin-dependent kinase inhibitor 1C (CDKN1C). In the meta-analysis, TNRC9-rs3803662 was significantly associated with increased death hazard (HRMETA =1.09; 95% CI: 1.04-1.15; ptrend = 6.6 × 10(-4) ; HRheterozygotes = 0.96 95% CI: 0.90-1.03; HRhomozygotes = 1.21; 95% CI: 1.09-1.35; p2DF =1.25 × 10(-4) ). In conclusion, we show that there is little overlap between the breast cancer risk single nucleotide polymorphisms (SNPs) identified so far and the SNPs associated with breast cancer prognosis, with the possible exceptions of LSP1-rs3817198 and TNRC9-rs3803662.
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Affiliation(s)
- Myrto Barrdahl
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sara Lindström
- Program in Genetic Epidemiology and Statistical Genetics, Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | - Irene Shui
- Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | - Amanda Black
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Robert N Hoover
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Regina G Ziegler
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Julie E Buring
- Department of Ambulatory Care and Prevention, Harvard Medical School, Boston, MA.,Divisions of Preventive Medicine and Aging, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.,Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD.,Core Genotyping Facility Frederick National Laboratory for Cancer Research, Gaithersburg, MD
| | - W Ryan Diver
- Epidemiology Research Program, American Cancer Society, NW Atlanta, GA
| | - Susan M Gapstur
- Epidemiology Research Program, American Cancer Society, NW Atlanta, GA
| | - Mia M Gaudet
- Epidemiology Research Program, American Cancer Society, NW Atlanta, GA
| | - Graham G Giles
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, VIC, Australia.,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, VIC, Australia
| | - Christopher Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Brian E Henderson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Susan Hankinson
- Department of Epidemiology, Harvard School of Public Health, Boston, MA.,Department of Epidemiology, University of Massachusetts-Amherst School of Public Health and Health Sciences, Amherst, MA.,Cancer Research Center, Brigham and Women's Hospital, Boston, MA
| | - David J Hunter
- Program in Genetic Epidemiology and Statistical Genetics, Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | - Amit D Joshi
- Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | - Peter Kraft
- Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | - I-Min Lee
- Department of Epidemiology, Harvard School of Public Health, Boston, MA.,Department of Medicine, Harvard Medical School, Boston, MA
| | - Loic Le Marchand
- Cancer Research Center of Hawaii, University of Hawaii, Honolulu, HI
| | - Roger L Milne
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, VIC, Australia.,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, VIC, Australia
| | | | - Walter Willett
- Department of Nutrition, Harvard School of Public Health, Boston, MA
| | - Marc Gunter
- Department of Epidemiology Biostatistics, School of Public Health, Imperial College, South Kensington Campus, London, United Kingdom
| | | | - Malin Sund
- Department of Surgical and Perioperative Sciences, Surgery, Umeå University, Sweden
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, Norway.,Department of Research, Cancer Registry of Norway, Oslo, Norway.,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden.,Samfundet Folkhälsan, Helsinki, Finland
| | - María-José Sánchez
- Escuela Andaluza De Salud Pública, Instituto De Investigación Biosanitaria Ibs, Granada, Hospitales Universitarios De Granada/Universidad De Granada, Spain.,CIBER De Epidemiología Y Salud Pública (CIBERESP), Barcelona, Spain
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Denmark
| | - Laure Dossus
- INSERM, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women's Health Team, Villejuif, France.,University of Paris Sud, UMRS 1018, Villejuif, France.,IGR, Villejuif, France
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands.,MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, School of Clinical Medicine, University of Cambridge, United Kingdom
| | - Dimitrios Trichopoulos
- Department of Epidemiology, Harvard School of Public Health, Boston, MA.,Bureau of Epidemiologic Research, Academy of Athens, Greece.,Hellenic Health Foundation, Athens, Greece
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniele Campa
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
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40
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Park B, Kong SY, Kim J, Kim Y, Park IH, Jung SY, Lee ES. Health Behaviors of Cancer Survivors in Nationwide Cross-Sectional Survey in Korea: Higher Alcohol Drinking, Lower Smoking, and Physical Inactivity Pattern in Survivors with Higher Household Income. Medicine (Baltimore) 2015; 94:e1214. [PMID: 26252280 PMCID: PMC4616611 DOI: 10.1097/md.0000000000001214] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
This study investigated the prevalence of smoking, alcohol consumption, and physical activity in cancer survivors and examined the sociodemographic factors affecting these health-related behaviors.We used data from the 4th and 5th Korean National Health and Nutrition Examination Survey conducted between 2007 and 2012, which identified 1153 cancer cases and 36,451 people without a history of cancer ≥20 years of age. We used a structured questionnaire to obtain information concerning cancer diagnosis, health-related behaviors, and sociodemographic characteristics.The proportion of cancer survivors who were current drinkers, heavy drinkers, current smokers, or engaged in physical activity were 49.1, 9.0, 9.2, or 50.7%, respectively. Compared with people with no history of cancer, cancer survivors were less likely to be current drinkers (odds ratio [OR] = 0.45; 95% confidence interval [CI] 0.36-0.56), heavy drinkers (OR = 0.53; 95% CI 0.36-0.78), current smokers (OR = 0.37; 95% CI 0.24-0.55), or physically inactive (OR = 0.77; 95% CI 0.63-0.95). Cancer survivors with higher household incomes had higher odds of current drinking and heavy drinking (P trend = 0.039 and 0.033, respectively) and were less likely to be current smokers or physically inactive (P trend = 0.016 and 0.046, respectively). Age, sex, sites of cancer, and the time since diagnosis affected the health behaviors in cancer survivors. Furthermore, we confirmed that these unhealthy behaviors are interrelated.We found that household income had a bidirectional effect on health behaviors and confirmed an aggregation of unhealthy lifestyles. Identification of survivors vulnerable to unhealthy lifestyles, focusing on household income level would allow intervention programs to be more effective.
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Affiliation(s)
- Boyoung Park
- From the Graduate School of Cancer Science and Policy (BP, S-YK, JK, YK, ESL); National Cancer Control Institute (BP, YK, ESL); Research Institute (S-YK, JK, ESL); and Hospital (S-YK, YK, IHP, S-YJ, ESL), National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do Korea
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Park B, Dowty JG, Ahn C, Win AK, Kim SW, Lee MH, Lee JW, Kang E, Hopper JL, Park SK. Breast cancer risk for Korean women with germline mutations in BRCA1 and BRCA2. Breast Cancer Res Treat 2015. [DOI: 10.1007/s10549-015-3495-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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42
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Darabi H, McCue K, Beesley J, Michailidou K, Nord S, Kar S, Humphreys K, Thompson D, Ghoussaini M, Bolla MK, Dennis J, Wang Q, Canisius S, Scott CG, Apicella C, Hopper JL, Southey MC, Stone J, Broeks A, Schmidt MK, Scott RJ, Lophatananon A, Muir K, Beckmann MW, Ekici AB, Fasching PA, Heusinger K, Dos-Santos-Silva I, Peto J, Tomlinson I, Sawyer EJ, Burwinkel B, Marme F, Guénel P, Truong T, Bojesen SE, Flyger H, Benitez J, González-Neira A, Anton-Culver H, Neuhausen SL, Arndt V, Brenner H, Engel C, Meindl A, Schmutzler RK, Arnold N, Brauch H, Hamann U, Chang-Claude J, Khan S, Nevanlinna H, Ito H, Matsuo K, Bogdanova NV, Dörk T, Lindblom A, Margolin S, Kosma VM, Mannermaa A, Tseng CC, Wu AH, Floris G, Lambrechts D, Rudolph A, Peterlongo P, Radice P, Couch FJ, Vachon C, Giles GG, McLean C, Milne RL, Dugué PA, Haiman CA, Maskarinec G, Woolcott C, Henderson BE, Goldberg MS, Simard J, Teo SH, Mariapun S, Helland Å, Haakensen V, Zheng W, Beeghly-Fadiel A, Tamimi R, Jukkola-Vuorinen A, Winqvist R, Andrulis IL, Knight JA, Devilee P, Tollenaar RAEM, Figueroa J, García-Closas M, Czene K, Hooning MJ, Tilanus-Linthorst M, Li J, Gao YT, Shu XO, Cox A, Cross SS, Luben R, Khaw KT, Choi JY, Kang D, Hartman M, Lim WY, Kabisch M, Torres D, Jakubowska A, Lubinski J, McKay J, Sangrajrang S, Toland AE, Yannoukakos D, Shen CY, Yu JC, Ziogas A, Schoemaker MJ, Swerdlow A, Borresen-Dale AL, Kristensen V, French JD, Edwards SL, Dunning AM, Easton DF, Hall P, Chenevix-Trench G. Polymorphisms in a Putative Enhancer at the 10q21.2 Breast Cancer Risk Locus Regulate NRBF2 Expression. Am J Hum Genet 2015; 97:22-34. [PMID: 26073781 PMCID: PMC4572510 DOI: 10.1016/j.ajhg.2015.05.002] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2015] [Accepted: 05/01/2015] [Indexed: 12/13/2022] Open
Abstract
Genome-wide association studies have identified SNPs near ZNF365 at 10q21.2 that are associated with both breast cancer risk and mammographic density. To identify the most likely causal SNPs, we fine mapped the association signal by genotyping 428 SNPs across the region in 89,050 European and 12,893 Asian case and control subjects from the Breast Cancer Association Consortium. We identified four independent sets of correlated, highly trait-associated variants (iCHAVs), three of which were located within ZNF365. The most strongly risk-associated SNP, rs10995201 in iCHAV1, showed clear evidence of association with both estrogen receptor (ER)-positive (OR = 0.85 [0.82-0.88]) and ER-negative (OR = 0.87 [0.82-0.91]) disease, and was also the SNP most strongly associated with percent mammographic density. iCHAV2 (lead SNP, chr10: 64,258,684:D) and iCHAV3 (lead SNP, rs7922449) were also associated with ER-positive (OR = 0.93 [0.91-0.95] and OR = 1.06 [1.03-1.09]) and ER-negative (OR = 0.95 [0.91-0.98] and OR = 1.08 [1.04-1.13]) disease. There was weaker evidence for iCHAV4, located 5' of ADO, associated only with ER-positive breast cancer (OR = 0.93 [0.90-0.96]). We found 12, 17, 18, and 2 candidate causal SNPs for breast cancer in iCHAVs 1-4, respectively. Chromosome conformation capture analysis showed that iCHAV2 interacts with the ZNF365 and NRBF2 (more than 600 kb away) promoters in normal and cancerous breast epithelial cells. Luciferase assays did not identify SNPs that affect transactivation of ZNF365, but identified a protective haplotype in iCHAV2, associated with silencing of the NRBF2 promoter, implicating this gene in the etiology of breast cancer.
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Affiliation(s)
- Hatef Darabi
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 17177, Sweden
| | - Karen McCue
- Department of Genetics, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia
| | - Jonathan Beesley
- Department of Genetics, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia
| | - Kyriaki Michailidou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Silje Nord
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, 0310 Oslo, Norway; K.G. Jebsen Center for Breast Cancer Research, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Kirkeveien 166, 0450 Oslo, Norway
| | - Siddhartha Kar
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge CB1 8RN, UK
| | - Keith Humphreys
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 17177, Sweden
| | - Deborah Thompson
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Maya Ghoussaini
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge CB1 8RN, UK
| | - Manjeet K Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Qin Wang
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Sander Canisius
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, 1066 CX Amsterdam, the Netherlands
| | - Christopher G Scott
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Carmel Apicella
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Melissa C Southey
- Department of Pathology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Jennifer Stone
- Centre for Genetic Origins of Health and Disease, University of Western Australia, Crawley, WA 6009, Australia
| | - Annegien Broeks
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, 1066 CX Amsterdam, the Netherlands
| | - Marjanka K Schmidt
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, 1066 CX Amsterdam, the Netherlands
| | - Rodney J Scott
- Discipline of Medical Genetics, School of Biomedical Sciences and Pharmacy, Faculty of Health, University of Newcastle, Newcastle, NSW 2308, Australia; Division of Molecular Medicine, Pathology North, John Hunter Hospital and The Hunter Medical Research Institute, Newcastle, NSW 2305, Australia
| | - Artitaya Lophatananon
- Division of Health Sciences, Warwick Medical School, Warwick University, Coventry CV4 7AL, UK
| | - Kenneth Muir
- Division of Health Sciences, Warwick Medical School, Warwick University, Coventry CV4 7AL, UK; Institute of Population Health, University of Manchester, Manchester M13 9PL, UK
| | - Matthias W Beckmann
- University Breast Center Franconia, Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, 91054 Erlangen, Germany
| | - Arif B Ekici
- Institute of Human Genetics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, 91054 Erlangen, Germany
| | - Peter A Fasching
- University Breast Center Franconia, Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, 91054 Erlangen, Germany; Department of Medicine Division of Hematology and Oncology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Katharina Heusinger
- University Breast Center Franconia, Department of Gynecology and Obstetrics, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Comprehensive Cancer Center Erlangen-EMN, 91054 Erlangen, Germany
| | - Isabel Dos-Santos-Silva
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | - Julian Peto
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | - Ian Tomlinson
- Wellcome Trust Centre for Human Genetics and Oxford Biomedical Research Centre, University of Oxford, Oxford OX3 7BN, UK
| | - Elinor J Sawyer
- Research Oncology, Division of Cancer Studies, King's College London, Guy's Hospital, London SE1 9RT, UK
| | - Barbara Burwinkel
- National Center for Tumor Diseases, University of Heidelberg, 69120 Heidelberg, Germany; Division of Molecular Genetic Epidemiology, German Cancer Research Centre (DZFK), 69047 Heidelberg, Germany
| | - Frederik Marme
- National Center for Tumor Diseases, University of Heidelberg, 69120 Heidelberg, Germany; Department of Obstetrics and Gynecology, University of Heidelberg, 69120 Heidelberg, Germany
| | - Pascal Guénel
- University Paris-Sud, UMRS 1018, 94807 Villejuif, France; INSERM (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, 94807 Villejuif, France
| | - Thérèse Truong
- University Paris-Sud, UMRS 1018, 94807 Villejuif, France; INSERM (National Institute of Health and Medical Research), CESP (Center for Research in Epidemiology and Population Health), U1018, Environmental Epidemiology of Cancer, 94807 Villejuif, France
| | - Stig E Bojesen
- Copenhagen General Population Study, Herlev Hospital, Copenhagen University Hospital, 2730 Herlev, Denmark; Department of Clinical Biochemistry, Herlev Hospital, Copenhagen University Hospital, 2730 Herlev, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Henrik Flyger
- Department of Breast Surgery, Herlev Hospital, Copenhagen University Hospital, 2730 Herlev, Denmark
| | - Javier Benitez
- Human Genotyping (CEGEN) Unit, Human Cancer Genetics Program, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain; Human Genetics Group, Spanish National Cancer Centre (CNIO), Madrid 28029, Spain; Biomedical Network on Rare Diseases (CIBERER), Madrid 28029, Spain
| | - Anna González-Neira
- Human Genotyping (CEGEN) Unit, Human Cancer Genetics Program, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain
| | - Hoda Anton-Culver
- Department of Epidemiology, University of California Irvine, Irvine, CA 92697, USA
| | | | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Division of Preventive Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, 04107 Leipzig, Germany
| | - Alfons Meindl
- Division of Gynaecology and Obstetrics, Technische Universität München, 81675 Munich, Germany
| | - Rita K Schmutzler
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne 50932, Germany; Center for Hereditary Breast and Ovarian Cancer, Medical Faculty, University Hospital Cologne, Cologne 50937, Germany; Center for Integrated Oncology (CIO), Medical Faculty, University Hospital Cologne, Cologne 50937, Germany
| | - Norbert Arnold
- Department of Gynaecology and Obstetrics, University Hospital of Schleswig-Holstein, Campus Kiel, Christian-Albrechts University Kiel, 24105 Kiel, Germany
| | - Hiltrud Brauch
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, 70376 Stuttgart, Germany; University of Tübingen, 72074 Tübingen, Germany
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Sofia Khan
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, 00029 HUS, Finland
| | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, 00029 HUS, Finland
| | - Hidemi Ito
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Aichi 464-8681, Japan
| | - Keitaro Matsuo
- Department of Preventive Medicine, Kyushu University Faculty of Medical Sciences, Fukuoka 812-8582, Japan
| | - Natalia V Bogdanova
- Department of Radiation Oncology, Hannover Medical School, 30625 Hannover, Germany
| | - Thilo Dörk
- Gynaecology Research Unit, Hannover Medical School, 30625 Hannover, Germany
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm 17177, Sweden
| | - Sara Margolin
- Department of Oncology - Pathology, Karolinska Institutet, Stockholm 17177, Sweden
| | - Veli-Matti Kosma
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio 70211, Finland; Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Kuopio 70211, Finland; Cancer Center of Eastern Finland, University of Eastern Finland, Kuopio 70211, Finland
| | - Arto Mannermaa
- School of Medicine, Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio 70211, Finland; Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Kuopio 70211, Finland; Cancer Center of Eastern Finland, University of Eastern Finland, Kuopio 70211, Finland
| | - Chiu-Chen Tseng
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | | | - Diether Lambrechts
- Vesalius Research Center (VRC), VIB, Leuven 3000, Belgium; Laboratory for Translational Genetics, Department of Oncology, University of Leuven, Leuven 3000, Belgium
| | - Anja Rudolph
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Paolo Peterlongo
- IFOM, the FIRC (Italian Foundation for Cancer Research) Institute of Molecular Oncology, 20139 Milan, Italy
| | - Paolo Radice
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine, Fondazione IRCCS (Istituto Di Ricovero e Cura a Carattere Scientifico) Istituto Nazionale dei Tumori (INT), 20133 Milan, Italy
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USA
| | - Celine Vachon
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3010, Australia; Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, VIC 3053, Australia
| | - Catriona McLean
- Anatomical Pathology, The Alfred Hospital, Melbourne, VIC 3004, Australia
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3010, Australia; Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, VIC 3053, Australia
| | - Pierre-Antoine Dugué
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, VIC 3053, Australia
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Gertraud Maskarinec
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA
| | - Christy Woolcott
- Departments of Obstetrics & Gynaecology and Pediatrics, Dalhousie University, Halifax, NS B3H 4R2, Canada
| | - Brian E Henderson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Mark S Goldberg
- Department of Medicine, McGill University, Montreal, QC H3A 1W7, Canada; Division of Clinical Epidemiology, McGill University Health Centre, Royal Victoria Hospital, Montreal, QC H3H 2R9, Canada
| | - Jacques Simard
- Centre Hospitalier Universitaire de Québec Research Center and Laval University, Quebec City, QC G1V 4G2, Canada
| | - Soo H Teo
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya Medical Centre (UMMC), 50603 Kuala Lumpur, Malaysia; Cancer Research Initiatives Foundation, Sime Darby Medical Centre, 47500 Subang Jaya, Malaysia
| | - Shivaani Mariapun
- Breast Cancer Research Unit, University Malaya Cancer Research Institute, University Malaya Medical Centre (UMMC), 50603 Kuala Lumpur, Malaysia; Cancer Research Initiatives Foundation, Sime Darby Medical Centre, 47500 Subang Jaya, Malaysia
| | - Åslaug Helland
- Department of Oncology, Oslo University Hospital, Radiumhospitalet, 0310 Oslo, Norway
| | - Vilde Haakensen
- Department of Genetics, Oslo University Hospital, Radiumhospitalet, 0310 Oslo, Norway
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN 37203, USA
| | - Alicia Beeghly-Fadiel
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN 37203, USA
| | - Rulla Tamimi
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA; Program in Molecular and Genetic Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA; Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
| | - Arja Jukkola-Vuorinen
- Department of Oncology, Oulu University Hospital and University of Oulu, 90014 Oulu, Finland
| | - Robert Winqvist
- Laboratory of Cancer Genetics and Tumor Biology, Department of Clinical Chemistry and Biocenter Oulu, University of Oulu, 90014 Oulu, Finland; Laboratory of Cancer Genetics and Tumor Biology, Northern Finland Laboratory Centre NordLab, 90220 Oulu, Finland
| | - Irene L Andrulis
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, ON M5G 1X5, Canada; Departments of Molecular Genetics and Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 3G3, Canada
| | - Julia A Knight
- Prosserman Centre for Health Research, Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, ON M5G 1X5, Canada; Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5S 3G3, Canada
| | - Peter Devilee
- Department of Human Genetics, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands; Department of Pathology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Robert A E M Tollenaar
- Department of Surgical Oncology, Leiden University Medical Center, 2333 ZC Leiden, the Netherlands
| | - Jonine Figueroa
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, MD 20850, USA
| | - Montserrat García-Closas
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton SM2 5NG, UK; Division of Cancer Studies, Breakthrough Breast Cancer Research Centre, London SW3 6JB, UK
| | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 17177, Sweden
| | - Maartje J Hooning
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3008 AE Rotterdam, the Netherlands
| | | | - Jingmei Li
- Human Genetics Division, Genome Institute of Singapore, Singapore 138672, Singapore
| | - Yu-Tang Gao
- Department of Epidemiology, Shanghai Cancer Institute, Xuhui, Shanghai 200031, China
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN 37203, USA
| | - Angela Cox
- Sheffield Cancer Research Centre, Department of Oncology, University of Sheffield, Sheffield S10 2RX, UK
| | - Simon S Cross
- Academic Unit of Pathology, Department of Neuroscience, University of Sheffield, Sheffield S10 2HQ, UK
| | - Robert Luben
- Clinical Gerontology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 1TN, UK
| | - Ji-Yeob Choi
- Department of Biomedical Science, Seoul National University College of Medicine, Seoul 110-799, Korea; Department of Surgery, Seoul National University College of Medicine, Seoul 110-799, Korea
| | - Daehee Kang
- Department of Biomedical Science, Seoul National University College of Medicine, Seoul 110-799, Korea; Department of Surgery, Seoul National University College of Medicine, Seoul 110-799, Korea; Department of Preventive Medicine, Seoul National University College of Medicine, Seoul 110-799, Korea
| | - Mikael Hartman
- Saw Swee Hock School of Public Health, National University of Singapore and Department of Surgery, National University Health System, Singapore 117597, Singapore
| | - Wei Yen Lim
- Saw Swee Hock School of Public Health, National University of Singapore and Department of Surgery, National University Health System, Singapore 117597, Singapore; Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore 119228, Singapore
| | - Maria Kabisch
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Diana Torres
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Institute of Human Genetics, Pontificia Universidad Javeriana, Bogota 12362, Columbia
| | - Anna Jakubowska
- Department of Genetics and Pathology, Pomeranian Medical University, 70-115 Szczecin, Poland
| | - Jan Lubinski
- Department of Genetics and Pathology, Pomeranian Medical University, 70-115 Szczecin, Poland
| | - James McKay
- International Agency for Research on Cancer, 69372 Lyon, CEDEX 08, France
| | | | - Amanda E Toland
- Department of Molecular Virology, Immunology and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA
| | - Drakoulis Yannoukakos
- Molecular Diagnostics Laboratory, IRRP, National Centre for Scientific Research "Demokritos," Aghia Paraskevi Attikis, 153 10 Athens, Greece
| | - Chen-Yang Shen
- Taiwan Biobank, Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan; School of Public Health, China Medical University, Taichung 40402, Taiwan
| | - Jyh-Cherng Yu
- Department of Surgery, Tri-Service General Hospital, Taipei 114, Taiwan
| | - Argyrios Ziogas
- Department of Epidemiology, University of California Irvine, Irvine, CA 92697, USA
| | - Minouk J Schoemaker
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton SM2 5NG, UK
| | - Anthony Swerdlow
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton SM2 5NG, UK; Division of Breast Cancer Research, Institute of Cancer Research, Sutton SM2 5NG, UK
| | - Anne-Lise Borresen-Dale
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, 0310 Oslo, Norway; Institute of Clinical Medicine, University of Oslo (UiO), Oslo 0316, Norway
| | - Vessela Kristensen
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, 0310 Oslo, Norway; Institute of Clinical Medicine, University of Oslo (UiO), Oslo 0316, Norway; Department of Clinical Molecular Biology (EpiGen), University of Oslo (UiO), Oslo 0316, Norway
| | - Juliet D French
- Department of Genetics, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia
| | - Stacey L Edwards
- Department of Genetics, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia
| | - Alison M Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge CB1 8RN, UK
| | - Douglas F Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK; Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge CB1 8RN, UK
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 17177, Sweden
| | - Georgia Chenevix-Trench
- Department of Genetics, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia.
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Campa D, Barrdahl M, Gaudet MM, Black A, Chanock SJ, Diver WR, Gapstur SM, Haiman C, Hankinson S, Hazra A, Henderson B, Hoover RN, Hunter DJ, Joshi AD, Kraft P, Le Marchand L, Lindström S, Willett W, Travis RC, Amiano P, Siddiq A, Trichopoulos D, Sund M, Tjønneland A, Weiderpass E, Peeters PH, Panico S, Dossus L, Ziegler RG, Canzian F, Kaaks R. Genetic risk variants associated with in situ breast cancer. Breast Cancer Res 2015; 17:82. [PMID: 26070784 PMCID: PMC4487950 DOI: 10.1186/s13058-015-0596-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Accepted: 06/04/2015] [Indexed: 12/29/2022] Open
Abstract
INTRODUCTION Breast cancer in situ (BCIS) diagnoses, a precursor lesion for invasive breast cancer, comprise about 20 % of all breast cancers (BC) in countries with screening programs. Family history of BC is considered one of the strongest risk factors for BCIS. METHODS To evaluate the association of BC susceptibility loci with BCIS risk, we genotyped 39 single nucleotide polymorphisms (SNPs), associated with risk of invasive BC, in 1317 BCIS cases, 10,645 invasive BC cases, and 14,006 healthy controls in the National Cancer Institute's Breast and Prostate Cancer Cohort Consortium (BPC3). Using unconditional logistic regression models adjusted for age and study, we estimated the association of SNPs with BCIS using two different comparison groups: healthy controls and invasive BC subjects to investigate whether BCIS and BC share a common genetic profile. RESULTS We found that five SNPs (CDKN2BAS-rs1011970, FGFR2-rs3750817, FGFR2-rs2981582, TNRC9-rs3803662, 5p12-rs10941679) were significantly associated with BCIS risk (P value adjusted for multiple comparisons <0.0016). Comparing invasive BC and BCIS, the largest difference was for CDKN2BAS-rs1011970, which showed a positive association with BCIS (OR = 1.24, 95 % CI: 1.11-1.38, P = 1.27 x 10(-4)) and no association with invasive BC (OR = 1.03, 95 % CI: 0.99-1.07, P = 0.06), with a P value for case-case comparison of 0.006. Subgroup analyses investigating associations with ductal carcinoma in situ (DCIS) found similar associations, albeit less significant (OR = 1.25, 95 % CI: 1.09-1.42, P = 1.07 x 10(-3)). Additional risk analyses showed significant associations with invasive disease at the 0.05 level for 28 of the alleles and the OR estimates were consistent with those reported by other studies. CONCLUSIONS Our study adds to the knowledge that several of the known BC susceptibility loci are risk factors for both BCIS and invasive BC, with the possible exception of rs1011970, a putatively functional SNP situated in the CDKN2BAS gene that may be a specific BCIS susceptibility locus.
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Affiliation(s)
- Daniele Campa
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120, Heidelberg, Germany.
| | - Myrto Barrdahl
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120, Heidelberg, Germany.
| | - Mia M Gaudet
- Epidemiology Research Program, American Cancer Society, 250 Williams Street NW, Atlanta, GA, 30303, USA.
| | - Amanda Black
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9000 Rockville Pike, Bethesda, MD, 20892, USA.
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9000 Rockville Pike, Bethesda, MD, 20892, USA.
- Core Genotyping Facility, Frederick National Laboratory for Cancer Research, 8717 Grovemont Circle, Gaithersburg, MD, 20877, USA.
| | - W Ryan Diver
- Epidemiology Research Program, American Cancer Society, 250 Williams Street NW, Atlanta, GA, 30303, USA.
| | - Susan M Gapstur
- Epidemiology Research Program, American Cancer Society, 250 Williams Street NW, Atlanta, GA, 30303, USA.
| | - Christopher Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Avenue, Los Angeles, CA, 90033, USA.
| | - Susan Hankinson
- Department of Epidemiology, University of Massachusetts-Amherst School of Public Health and Health Sciences, 715 North Pleasant Street, Amherst, MA, 01003, USA.
- Cancer Research Center, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA.
- Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA.
| | - Aditi Hazra
- Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA.
- Department of Medicine, Harvard Medical School, 641 Huntington Avenue, Boston, MA, 02115, USA.
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA.
| | - Brian Henderson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Avenue, Los Angeles, CA, 90033, USA.
| | - Robert N Hoover
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9000 Rockville Pike, Bethesda, MD, 20892, USA.
| | - David J Hunter
- Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA.
| | - Amit D Joshi
- Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA.
| | - Peter Kraft
- Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA.
| | - Loic Le Marchand
- Cancer Research Center of Hawaii, University of Hawaii, 701 Ilalo Street, Honolulu, HI, 96813, USA.
| | - Sara Lindström
- Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA.
| | - Walter Willett
- Department of Nutrition, Harvard School of Public Health, 655 Huntington Avenue, Boston, MA, 02115, USA.
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Roosevelt Drive, Oxford, OX3 7LF, UK.
| | - Pilar Amiano
- Public Health Division of Gipuzkoa, BIODonostia Research Institute, Basque Health Department, Avenida Navarra 4, 20013, San Sebastian, Spain.
- CIBER of Epidemiology and Public Health (CIBERESP), Calle del Arzobispo Morcillo 2, 28029, Madrid, Spain.
| | - Afshan Siddiq
- School of Public Health, Imperial College, Norfolk Place, London, W2 1PG, UK.
| | - Dimitrios Trichopoulos
- Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA.
- Bureau of Epidemiologic Research, Academy of Athens, 23 Alexandroupoleos Street, 115 27, Athens, Greece.
- Hellenic Health Foundation, 13 Kaisareias and Alexandroupoleos Street, 11527, Athens, Greece.
| | - Malin Sund
- Department of Surgical and Perioperative Sciences, Umeå University, 901 87, Umeå, Sweden.
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Strandboulevarden 49, 2100, Copenhagen, Denmark.
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Hansine Hansens veg 18, 9037, Tromsø, Norway.
- Cancer Registry of Norway, Fridtjof Nansens vei 19, 0304, Oslo, Norway.
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solnavägen 1, 171 77, Stockholm, Sweden.
- Department of Genetic Epidemiology, Folkhälsan Research Center, Haarmaninkatu 8, 00014, Helsinki, Finland.
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Universiteitsweg 100, 3584 CG, Utrecht, The Netherlands.
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia Federico II University, via Sergio Pansini 5, Naples, 80131, Italy.
| | - Laure Dossus
- Inserm, Centre for research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women's Health Team, 16 avenue Paul Vaillant Couturier, 94805, Villejuif, France.
- University Paris Sud, UMRS 1018, 16 avenue Paul Vaillant Couturier, 94805, Villejuif, France.
- IGR, 114 rue Edouard Vaillant, 94805, Villejuif, France.
| | - Regina G Ziegler
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9000 Rockville Pike, Bethesda, MD, 20892, USA.
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120, Heidelberg, Germany.
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Lesueur F. Breast Cancer Risk Gene Discovery: Opportunities and Challenges. CURRENT GENETIC MEDICINE REPORTS 2015. [DOI: 10.1007/s40142-015-0066-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Abstract
BRCA1/2 mutation carriers have a considerably increased risk to develop breast and ovarian cancer. The personalized clinical management of carriers and other at-risk individuals depends on precise knowledge of the cancer risks. In this report, we give an overview of the present literature on empirical cancer risks, and we describe risk prediction models that are currently used for individual risk assessment in clinical practice. Cancer risks show large variability between studies. Breast cancer risks are at 40-87% for BRCA1 mutation carriers and 18-88% for BRCA2 mutation carriers. For ovarian cancer, the risk estimates are in the range of 22-65% for BRCA1 and 10-35% for BRCA2. The contralateral breast cancer risk is high (10-year risk after first cancer 27% for BRCA1 and 19% for BRCA2). Risk prediction models have been proposed to provide more individualized risk prediction, using additional knowledge on family history, mode of inheritance of major genes, and other genetic and non-genetic risk factors. User-friendly software tools have been developed that serve as basis for decision-making in family counseling units. In conclusion, further assessment of cancer risks and model validation is needed, ideally based on prospective cohort studies. To obtain such data, clinical management of carriers and other at-risk individuals should always be accompanied by standardized scientific documentation.
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Affiliation(s)
- Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Germany
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Ochs-Balcom HM, Sun X, Chen Y, Barnholtz-Sloan J, Erwin DO, Jandorf L, Sucheston-Campbell L, Elston RC. Putative linkage signals identified for breast cancer in African American families. Cancer Epidemiol Biomarkers Prev 2015; 24:442-7. [PMID: 25477366 PMCID: PMC4323921 DOI: 10.1158/1055-9965.epi-14-1131] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Genome-wide association studies have identified polymorphisms associated with breast cancer subtypes and across multiple population subgroups; however, few studies to date have applied linkage analysis to other population groups. METHODS We performed the first genome-wide breast cancer linkage analysis in 106 African American families (comprising 179 affected and 79 unaffected members) not known to be segregating BRCA mutations to search for novel breast cancer loci. We performed regression-based model-free multipoint linkage analyses of the sibling pairs using SIBPAL, and two-level Haseman-Elston linkage analyses of affected relative pairs using RELPAL. RESULTS We identified -log10 P values that exceed 4 on chromosomes 3q and 12q, as well as a region near BRCA1 on chromosome 17 (-log10 P values in the range of 3.0-3.2) using both sibling-based and relative-based methods; the latter observation may suggest that undetected BRCA1 mutations or other mutations nearby such as HOXB13 may be segregating in our sample. CONCLUSIONS In summary, these results suggest novel putative regions harboring risk alleles in African Americans that deserve further study. IMPACT We hope that our study will spur further family-based investigation into specific mechanisms for breast cancer disparities.
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Affiliation(s)
- Heather M Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, Buffalo, New York.
| | - Xiangqing Sun
- Department of Epidemiology and Biostatistics, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Yanwen Chen
- Department of Epidemiology and Biostatistics, Case Western Reserve University School of Medicine, Cleveland, Ohio. Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Jill Barnholtz-Sloan
- Department of Epidemiology and Biostatistics, Case Western Reserve University School of Medicine, Cleveland, Ohio. Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Deborah O Erwin
- Department of Cancer Prevention and Population Sciences, Roswell Park Cancer Institute, Buffalo, New York
| | - Lina Jandorf
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Lara Sucheston-Campbell
- Department of Cancer Prevention and Population Sciences, Roswell Park Cancer Institute, Buffalo, New York
| | - Robert C Elston
- Department of Epidemiology and Biostatistics, Case Western Reserve University School of Medicine, Cleveland, Ohio. Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio
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Johnstone CN, Smith YE, Cao Y, Burrows AD, Cross RSN, Ling X, Redvers RP, Doherty JP, Eckhardt BL, Natoli AL, Restall CM, Lucas E, Pearson HB, Deb S, Britt KL, Rizzitelli A, Li J, Harmey JH, Pouliot N, Anderson RL. Functional and molecular characterisation of EO771.LMB tumours, a new C57BL/6-mouse-derived model of spontaneously metastatic mammary cancer. Dis Model Mech 2015; 8:237-51. [PMID: 25633981 PMCID: PMC4348562 DOI: 10.1242/dmm.017830] [Citation(s) in RCA: 121] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The translation of basic research into improved therapies for breast cancer patients requires relevant preclinical models that incorporate spontaneous metastasis. We have completed a functional and molecular characterisation of a new isogenic C57BL/6 mouse model of breast cancer metastasis, comparing and contrasting it with the established BALB/c 4T1 model. Metastatic EO771.LMB tumours were derived from poorly metastatic parental EO771 mammary tumours. Functional differences were evaluated using both in vitro assays and spontaneous metastasis assays in mice. Results were compared to non-metastatic 67NR and metastatic 4T1.2 tumours of the 4T1 model. Protein and transcript levels of markers of human breast cancer molecular subtypes were measured in the four tumour lines, as well as p53 (Tp53) tumour-suppressor gene status and responses to tamoxifen in vivo and in vitro. Array-based expression profiling of whole tumours identified genes and pathways that were deregulated in metastatic tumours. EO771.LMB cells metastasised spontaneously to lung in C57BL/6 mice and displayed increased invasive capacity compared with parental EO771. By immunohistochemical assessment, EO771 and EO771.LMB were basal-like, as was the 4T1.2 tumour, whereas 67NR had a luminal phenotype. Primary tumours from all lines were negative for progesterone receptor, Erb-b2/Neu and cytokeratin 5/6, but positive for epidermal growth factor receptor (EGFR). Only 67NR displayed nuclear estrogen receptor alpha (ERα) positivity. EO771 and EO771.LMB expressed mutant p53, whereas 67NR and 4T1.2 were p53-null. Integrated molecular analysis of both the EO771/EO771.LMB and 67NR/4T1.2 pairs indicated that upregulation of matrix metalloproteinase-3 (MMP-3), parathyroid hormone-like hormone (Pthlh) and S100 calcium binding protein A8 (S100a8) and downregulation of the thrombospondin receptor (Cd36) might be causally involved in metastatic dissemination of breast cancer.
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Affiliation(s)
- Cameron N Johnstone
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC 3010, Australia Department of Pathology, University of Melbourne, Parkville, VIC 3010, Australia Department of Pharmacology & Therapeutics, University of Melbourne, Parkville, VIC 3010, Australia
| | - Yvonne E Smith
- Angiogenesis and Metastasis Research, Royal College of Surgeons in Ireland, 123 St Stephen's Green, Dublin 2, Ireland
| | - Yuan Cao
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Allan D Burrows
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Ryan S N Cross
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Xiawei Ling
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Richard P Redvers
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Judy P Doherty
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Bedrich L Eckhardt
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia Morgan Welch Inflammatory Breast Cancer Research and Clinic, Department of Breast Medical Oncology, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Anthony L Natoli
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Christina M Restall
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Erin Lucas
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Helen B Pearson
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Siddhartha Deb
- Department of Anatomical Pathology, Royal Melbourne Hospital, Parkville, VIC 2010, Australia
| | - Kara L Britt
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC 3010, Australia
| | - Alexandra Rizzitelli
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Jason Li
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia
| | - Judith H Harmey
- Angiogenesis and Metastasis Research, Royal College of Surgeons in Ireland, 123 St Stephen's Green, Dublin 2, Ireland
| | - Normand Pouliot
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC 3010, Australia Department of Pathology, University of Melbourne, Parkville, VIC 3010, Australia
| | - Robin L Anderson
- Research Division, Peter MacCallum Cancer Centre, St Andrew's Place, East Melbourne, VIC 3002, Australia Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC 3010, Australia Department of Pathology, University of Melbourne, Parkville, VIC 3010, Australia
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48
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Kuchenbaecker KB, Neuhausen SL, Robson M, Barrowdale D, McGuffog L, Mulligan AM, Andrulis IL, Spurdle AB, Schmidt MK, Schmutzler RK, Engel C, Wappenschmidt B, Nevanlinna H, Thomassen M, Southey M, Radice P, Ramus SJ, Domchek SM, Nathanson KL, Lee A, Healey S, Nussbaum RL, Rebbeck TR, Arun BK, James P, Karlan BY, Lester J, Cass I, Registry BCF, Terry MB, Daly MB, Goldgar DE, Buys SS, Janavicius R, Tihomirova L, Tung N, Dorfling CM, van Rensburg EJ, Steele L, v O Hansen T, Ejlertsen B, Gerdes AM, Nielsen FC, Dennis J, Cunningham J, Hart S, Slager S, Osorio A, Benitez J, Duran M, Weitzel JN, Tafur I, Hander M, Peterlongo P, Manoukian S, Peissel B, Roversi G, Scuvera G, Bonanni B, Mariani P, Volorio S, Dolcetti R, Varesco L, Papi L, Tibiletti MG, Giannini G, Fostira F, Konstantopoulou I, Garber J, Hamann U, Donaldson A, Brewer C, Foo C, Evans DG, Frost D, Eccles D, Douglas F, Brady A, Cook J, Tischkowitz M, Adlard J, Barwell J, Ong KR, Walker L, Izatt L, Side LE, Kennedy MJ, Rogers MT, Porteous ME, Morrison PJ, Platte R, Eeles R, Davidson R, Hodgson S, Ellis S, Godwin AK, Rhiem K, Meindl A, Ditsch N, Arnold N, Plendl H, Niederacher D, Sutter C, Steinemann D, Bogdanova-Markov N, Kast K, Varon-Mateeva R, Wang-Gohrke S, Gehrig A, Markiefka B, Buecher B, Lefol C, Stoppa-Lyonnet D, Rouleau E, Prieur F, Damiola F, Barjhoux L, Faivre L, Longy M, Sevenet N, Sinilnikova OM, Mazoyer S, Bonadona V, Caux-Moncoutier V, Isaacs C, Van Maerken T, Claes K, Piedmonte M, Andrews L, Hays J, Rodriguez GC, Caldes T, de la Hoya M, Khan S, Hogervorst FBL, Aalfs CM, de Lange JL, Meijers-Heijboer HEJ, van der Hout AH, Wijnen JT, van Roozendaal KEP, Mensenkamp AR, van den Ouweland AMW, van Deurzen CHM, van der Luijt RB, Olah E, Diez O, Lazaro C, Blanco I, Teulé A, Menendez M, Jakubowska A, Lubinski J, Cybulski C, Gronwald J, Jaworska-Bieniek K, Durda K, Arason A, Maugard C, Soucy P, Montagna M, Agata S, Teixeira MR, Olswold C, Lindor N, Pankratz VS, Hallberg E, Wang X, Szabo CI, Vijai J, Jacobs L, Corines M, Lincoln A, Berger A, Fink-Retter A, Singer CF, Rappaport C, Kaulich DG, Pfeiler G, Tea MK, Phelan CM, Mai PL, Greene MH, Rennert G, Imyanitov EN, Glendon G, Toland AE, Bojesen A, Pedersen IS, Jensen UB, Caligo MA, Friedman E, Berger R, Laitman Y, Rantala J, Arver B, Loman N, Borg A, Ehrencrona H, Olopade OI, Simard J, Easton DF, Chenevix-Trench G, Offit K, Couch FJ, Antoniou AC. Associations of common breast cancer susceptibility alleles with risk of breast cancer subtypes in BRCA1 and BRCA2 mutation carriers. Breast Cancer Res 2014; 16:3416. [PMID: 25919761 PMCID: PMC4406179 DOI: 10.1186/s13058-014-0492-9] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Accepted: 12/02/2014] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION More than 70 common alleles are known to be involved in breast cancer (BC) susceptibility, and several exhibit significant heterogeneity in their associations with different BC subtypes. Although there are differences in the association patterns between BRCA1 and BRCA2 mutation carriers and the general population for several loci, no study has comprehensively evaluated the associations of all known BC susceptibility alleles with risk of BC subtypes in BRCA1 and BRCA2 carriers. METHODS We used data from 15,252 BRCA1 and 8,211 BRCA2 carriers to analyze the associations between approximately 200,000 genetic variants on the iCOGS array and risk of BC subtypes defined by estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2 (HER2) and triple-negative- (TN) status; morphologic subtypes; histological grade; and nodal involvement. RESULTS The estimated BC hazard ratios (HRs) for the 74 known BC alleles in BRCA1 carriers exhibited moderate correlations with the corresponding odds ratios from the general population. However, their associations with ER-positive BC in BRCA1 carriers were more consistent with the ER-positive associations in the general population (intraclass correlation (ICC) = 0.61, 95% confidence interval (CI): 0.45 to 0.74), and the same was true when considering ER-negative associations in both groups (ICC = 0.59, 95% CI: 0.42 to 0.72). Similarly, there was strong correlation between the ER-positive associations for BRCA1 and BRCA2 carriers (ICC = 0.67, 95% CI: 0.52 to 0.78), whereas ER-positive associations in any one of the groups were generally inconsistent with ER-negative associations in any of the others. After stratifying by ER status in mutation carriers, additional significant associations were observed. Several previously unreported variants exhibited associations at P <10(-6) in the analyses by PR status, HER2 status, TN phenotype, morphologic subtypes, histological grade and nodal involvement. CONCLUSIONS Differences in associations of common BC susceptibility alleles between BRCA1 and BRCA2 carriers and the general population are explained to a large extent by differences in the prevalence of ER-positive and ER-negative tumors. Estimates of the risks associated with these variants based on population-based studies are likely to be applicable to mutation carriers after taking ER status into account, which has implications for risk prediction.
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MESH Headings
- Adult
- Aged
- Alleles
- Breast Neoplasms/genetics
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Carcinoma/genetics
- Carcinoma/metabolism
- Carcinoma/pathology
- Carcinoma, Ductal, Breast/genetics
- Carcinoma, Ductal, Breast/metabolism
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Lobular/genetics
- Carcinoma, Lobular/metabolism
- Carcinoma, Lobular/pathology
- Female
- Genes, BRCA1
- Genes, BRCA2
- Genetic Predisposition to Disease
- Heterozygote
- Humans
- Middle Aged
- Neoplasm Grading
- Neoplasm Staging
- Receptor, ErbB-2/metabolism
- Receptors, Estrogen/metabolism
- Receptors, Progesterone/metabolism
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Affiliation(s)
- Karoline B Kuchenbaecker
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Susan L Neuhausen
- Department of Population Sciences, Beckman Research Institute of City of Hope, Duarte, CA USA
| | - Mark Robson
- Clinical Genetics Research Laboratory, Memorial Sloan-Kettering Cancer Center, New York, NY USA
| | - Daniel Barrowdale
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Lesley McGuffog
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Anna Marie Mulligan
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON Canada
- Laboratory Medicine Program, University Health Network, Toronto, ON Canada
| | - Irene L Andrulis
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, ON Canada
- Departments of Molecular Genetics and Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON Canada
| | - Amanda B Spurdle
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Marjanka K Schmidt
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Rita K Schmutzler
- Center for Hereditary Breast and Ovarian Cancer, Medical Faculty, University Hospital Cologne, Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, on behalf of the German Consortium of Hereditary Breast and Ovarian Cancer (GC-HBOC), Cologne, Germany
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology University of Leipzig, Leipzig, Germany
| | - Barbara Wappenschmidt
- Center for Hereditary Breast and Ovarian Cancer, Medical Faculty, University Hospital Cologne, Cologne, Germany
- Center for Integrated Oncology (CIO), Medical Faculty, University Hospital Cologne, Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany
| | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, HUS Finland
| | - Mads Thomassen
- Department of Clinical Genetics, Odense University Hospital, Odense C, Denmark
| | - Melissa Southey
- Department of Pathology, Genetic Epidemiology Laboratory, University of Melbourne, Parkville, Australia
| | - Paolo Radice
- Department of Preventive and Predictive Medicine, Unit of Molecular Bases of Genetic Risk and Genetic Testing, Fondazione IRCCS Istituto Nazionale Tumori (INT), Milan, Italy
| | - Susan J Ramus
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA USA
| | - Susan M Domchek
- Department of Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
| | - Katherine L Nathanson
- Department of Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
| | - Andrew Lee
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Sue Healey
- Department of Genetics & Computational Biology, Queensland Institute of Medical Research, Herston, Australia
| | - Robert L Nussbaum
- Department of Medicine and Institute for Human Genetics, University of California, San Francisco, CA USA
| | - Timothy R Rebbeck
- Abramson Cancer Center and Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
| | - Banu K Arun
- University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Paul James
- Familial Cancer Centre, Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Australia
| | - Beth Y Karlan
- Women’s Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA USA
| | - Jenny Lester
- Women’s Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA USA
| | - Ilana Cass
- Women’s Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA USA
| | | | - Mary Beth Terry
- Department of Epidemiology, Columbia University, New York, NY USA
| | - Mary B Daly
- Fox Chase Cancer Center, Philadelphia, PA USA
| | - David E Goldgar
- Department of Dermatology, University of Utah School of Medicine, Salt Lake City, UT USA
| | - Saundra S Buys
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT USA
| | - Ramunas Janavicius
- Department of Molecular and Regenerative Medicine, Vilnius University Hospital Santariskiu Clinics, Hematology, Oncology and Transfusion Medicine Center, Vilnius, Lithuania
- State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania
| | | | - Nadine Tung
- Department of Medical Oncology, Beth Israel Deaconess Medical Center, Boston, MA USA
| | | | | | - Linda Steele
- Department of Population Sciences, Beckman Research Institute of City of Hope, Duarte, CA USA
| | - Thomas v O Hansen
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Bent Ejlertsen
- Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Anne-Marie Gerdes
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Finn C Nielsen
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Julie Cunningham
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN USA
| | - Steven Hart
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN USA
| | - Susan Slager
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN USA
| | - Ana Osorio
- Human Genetics Group, Spanish National Cancer Centre (CNIO), and Biomedical Network on Rare Diseases (CIBERER), Madrid, Spain
| | - Javier Benitez
- Human Genetics Group and Genotyping Unit, Spanish National Cancer Centre (CNIO), and Biomedical Network on Rare Diseases (CIBERER), Madrid, Spain
| | - Mercedes Duran
- Institute of Biology and Molecular Genetics, Universidad de Valladolid (IBGM-UVA), Valladolid, Spain
| | - Jeffrey N Weitzel
- Clinical Cancer Genetics, City of Hope (for the City of Hope Clinical Cancer Genetics Community Research Network), Duarte, CA USA
| | - Isaac Tafur
- Covenant Health Joe Arrington Cancer Research Center, care of City of Hope Clinical Cancer Genetics Community Research Network, Duarte, CA USA
| | - Mary Hander
- Kootenai Cancer Center, care of City of Hope Clinical Cancer Genetics Community Research Network, Duarte, CA USA
| | - Paolo Peterlongo
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Milan, Italy
| | - Siranoush Manoukian
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Tumori (INT), Milan, Italy
| | - Bernard Peissel
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Tumori (INT), Milan, Italy
| | - Gaia Roversi
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Tumori (INT), Milan, Italy
| | - Giulietta Scuvera
- Unit of Medical Genetics, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale Tumori (INT), Milan, Italy
| | - Bernardo Bonanni
- Division of Cancer Prevention and Genetics, European Institute of Oncology, Milan, Italy
| | - Paolo Mariani
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare and Cogentech Cancer Genetic Test Laboratory, Milan, Italy
| | - Sara Volorio
- IFOM, Fondazione Istituto FIRC di Oncologia Molecolare and Cogentech Cancer Genetic Test Laboratory, Milan, Italy
| | - Riccardo Dolcetti
- Cancer Bioimmunotherapy Unit, Centro di Riferimento Oncologico, IRCCS, Aviano, PN Italy
| | - Liliana Varesco
- Unit of Hereditary Cancer, IRCCS AOU San Martino, IST Istituto Nazionale per la Ricerca sul Cancro, Genoa, Italy
| | - Laura Papi
- Unit of Medical Genetics, Department of Biomedical, Experimental and Clinical Sciences, University of Florence, Florence, Italy
| | | | - Giuseppe Giannini
- Department of Molecular Medicine, University La Sapienza, Rome, Italy
| | - Florentia Fostira
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research “Demokritos”, Aghia Paraskevi Attikis, Athens, Greece
| | - Irene Konstantopoulou
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research “Demokritos”, Aghia Paraskevi Attikis, Athens, Greece
| | - Judy Garber
- Dana-Farber Cancer Institute, Boston, MA USA
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | - Alan Donaldson
- Clinical Genetics Department, St Michael’s Hospital, Bristol, UK
| | - Carole Brewer
- Department of Clinical Genetics, Royal Devon and Exeter Hospital, Exeter, UK
| | - Claire Foo
- Cheshire and Merseyside Clinical Genetics Service, Liverpool Women’s NHS Foundation Trust, Liverpool, UK
| | - D Gareth Evans
- Genetic Medicine, Manchester Academic Health Sciences Centre, Central Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - Debra Frost
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Diana Eccles
- University of Southampton Faculty of Medicine, Southampton University Hospitals NHS Trust, Southampton, UK
| | - Fiona Douglas
- Institute of Genetic Medicine, Centre for Life, Newcastle Upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
| | - Angela Brady
- North West Thames Regional Genetics Service, Kennedy-Galton Centre, Harrow, UK
| | - Jackie Cook
- Sheffield Clinical Genetics Service, Sheffield Children’s Hospital, Sheffield, UK
| | - Marc Tischkowitz
- Department of Clinical Genetics, East Anglian Regional Genetics Service, Addenbrookes Hospital, Cambridge, UK
| | | | - Julian Barwell
- Leicestershire Clinical Genetics Service, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Kai-ren Ong
- West Midlands Regional Genetics Service, Birmingham Women’s Hospital Healthcare NHS Trust, Edgbaston, Birmingham UK
| | - Lisa Walker
- Oxford Regional Genetics Service, Churchill Hospital, Oxford, UK
| | - Louise Izatt
- Clinical Genetics, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
| | - Lucy E Side
- North East Thames Regional Genetics Service, Great Ormond Street Hospital for Children NHS Trust, London, UK
| | - M John Kennedy
- Academic Unit of Clinical and Molecular Oncology, Trinity College Dublin and St James’s Hospital, Dublin, Ireland
| | - Mark T Rogers
- All Wales Medical Genetics Services, University Hospital of Wales, Cardiff, UK
| | - Mary E Porteous
- South East of Scotland Regional Genetics Service, Western General Hospital, Edinburgh, UK
| | - Patrick J Morrison
- Department of Medical Genetics, Belfast Health and Social Care Trust, Centre for Cancer Research & Cell Biology, Queen’s University Belfast, Belfast, UK
| | - Radka Platte
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Ros Eeles
- Oncogenetics Team, The Institute of Cancer Research and Royal Marsden NHS Foundation Trust, London, UK
| | - Rosemarie Davidson
- Ferguson-Smith Centre for Clinical Genetics, Yorkhill Hospitals, Glasgow, UK
| | - Shirley Hodgson
- Medical Genetics Unit, St George’s, University of London, London, UK
| | - Steve Ellis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Andrew K Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS USA
| | - Kerstin Rhiem
- Center for Hereditary Breast and Ovarian Cancer, Medical Faculty, University Hospital Cologne, Cologne, Germany
- Center for Integrated Oncology (CIO), Medical Faculty, University Hospital Cologne, Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany
| | - Alfons Meindl
- Department of Gynaecology and Obstetrics, Division of Tumor Genetics, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Nina Ditsch
- Department of Gynaecology and Obstetrics, University Munich, Munich, Germany
| | - Norbert Arnold
- University Hospital of Schleswig-Holstein/University Kiel, Kiel, Germany
| | - Hansjoerg Plendl
- Institute of Human Genetics, University Hospital of Schleswig-Holstein, University Kiel, Kiel, Germany
| | | | | | | | | | | | | | - Shan Wang-Gohrke
- Department of Gynaecology and Obstetrics, University Hospital Ulm, Ulm, Germany
| | - Andrea Gehrig
- Institute of Human Genetics, University Wurzburg, Wurzburg, Germany
| | - Birgid Markiefka
- Center for Integrated Oncology (CIO), Medical Faculty, University Hospital Cologne, Cologne, Germany
| | - Bruno Buecher
- Department of Tumour Biology, Institut Curie, Paris, France
| | - Cédrick Lefol
- Department of Tumour Biology, Institut Curie, Paris, France
| | - Dominique Stoppa-Lyonnet
- Department of Tumour Biology, Institut Curie, Paris, France
- Institut Curie, INSERM U830, Paris, France
- Université Paris Descartes, Sorbonne Paris Cité, Paris France
| | - Etienne Rouleau
- Laboratoire d’Oncogénétique, Hôpital René Huguenin, Institut Curie, Saint-Cloud, France
| | - Fabienne Prieur
- Service de Génétique Clinique Chromosomique et Moléculaire, Centre Hospitalier Universitaire de St Etienne, St Etienne, France
| | - Francesca Damiola
- INSERM U1052, CNRS UMR5286, Université Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon, France
| | - Laure Barjhoux
- INSERM U1052, CNRS UMR5286, Université Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon, France
| | - Laurence Faivre
- Centre de Génétique, CHU Dijon, Université de Bourgogne, Dijon, France
- Centre Georges François Leclerc, Dijon, France
| | - Michel Longy
- Cancer Genetics Unit, INSERM U916, Institut Bergonié, Université de Bordeaux, Bordeaux, France
| | - Nicolas Sevenet
- Cancer Genetics Unit, INSERM U916, Institut Bergonié, Université de Bordeaux, Bordeaux, France
| | - Olga M Sinilnikova
- INSERM U1052, CNRS UMR5286, Université Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon, France
- Unité Mixte de Génétique Constitutionnelle des Cancers Fréquents, Hospices Civils de Lyon, Centre Léon Bérard, Lyon, France
| | - Sylvie Mazoyer
- INSERM U1052, CNRS UMR5286, Université Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon, France
| | - Valérie Bonadona
- Université Lyon 1, CNRS UMR5558, Lyon, France
- Unité de Prévention et d’Epidémiologie Génétique, Centre Léon Bérard, Lyon, France
| | | | - Claudine Isaacs
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC USA
| | - Tom Van Maerken
- Center for Medical Genetics, Ghent University, Ghent, Belgium
| | - Kathleen Claes
- Center for Medical Genetics, Ghent University, Ghent, Belgium
| | - Marion Piedmonte
- Gynecologic Oncology Group Statistical and Data Center, Roswell Park Cancer Institute, Buffalo, NY USA
| | - Lesley Andrews
- ANZGOG Australia, New Zealand Gynaecological Oncology Group, Prince of Wales Hospital, Randwick, Australia
| | - John Hays
- The Ohio State University, Columbus Cancer Council, Columbus, OH USA
| | - Gustavo C Rodriguez
- Division of Gynecologic Oncology, NorthShore University HealthSystem, Evanston, IL USA
| | - Trinidad Caldes
- Molecular Oncology Laboratory, Instituto de Investigación Sanitaria del Hospital Clinico San Carlos (IdISSC), Madrid, Spain
| | - Miguel de la Hoya
- Molecular Oncology Laboratory, Instituto de Investigación Sanitaria del Hospital Clinico San Carlos (IdISSC), Madrid, Spain
| | - Sofia Khan
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Central Hospital, Helsinki, HUS Finland
| | - Frans BL Hogervorst
- Family Cancer Clinic, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Cora M Aalfs
- Department of Clinical Genetics, Academic Medical Center, Amsterdam, The Netherlands
| | - JL de Lange
- Department of Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Annemarie H van der Hout
- Department of Genetics, University Medical Center, Groningen University, Groningen, The Netherlands
| | - Juul T Wijnen
- Department of Human Genetics and Department of Clinical Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - KEP van Roozendaal
- Department of Clinical Genetics, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Arjen R Mensenkamp
- Department of Human Genetics, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands
| | - Ans MW van den Ouweland
- Department of Clinical Genetics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Carolien HM van Deurzen
- Department of Pathology, Family Cancer Clinic, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Rob B van der Luijt
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Edith Olah
- Department of Molecular Genetics, National Institute of Oncology, Budapest, Hungary
| | - Orland Diez
- Oncogenetics Group, University Hospital Vall d’Hebron, Vall d’Hebron Institute of Oncology (VHIO), Vall d’Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Conxi Lazaro
- Molecular Diagnostic Unit, Hereditary Cancer Program, IDIBELL-Catalan Institute of Oncology, Barcelona, Spain
| | - Ignacio Blanco
- Genetic Counseling Unit, Hereditary Cancer Program, IDIBELL-Catalan Institute of Oncology, Barcelona, Spain
| | - Alex Teulé
- Genetic Counseling Unit, Hereditary Cancer Program, IDIBELL-Catalan Institute of Oncology, Barcelona, Spain
| | - Mireia Menendez
- Molecular Diagnostic Unit, Hereditary Cancer Program, IDIBELL-Catalan Institute of Oncology, Barcelona, Spain
| | - Anna Jakubowska
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Jan Lubinski
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Cezary Cybulski
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Jacek Gronwald
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | | | - Katarzyna Durda
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Adalgeir Arason
- Department of Pathology, Landspitali University Hospital and BMC, Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Christine Maugard
- Laboratoire de diagnostic génétique et Service d’Onco-hématologie, Hopitaux Universitaire de Strasbourg, CHRU Nouvel Hôpital Civil, Strasbourg, France
| | - Penny Soucy
- Centre Hospitalier Universitaire de Québec Research Center and Laval University, Quebec City, QC Canada
| | - Marco Montagna
- Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV, IRCCS, Padua, Italy
| | - Simona Agata
- Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV, IRCCS, Padua, Italy
| | - Manuel R Teixeira
- Department of Genetics, Portuguese Oncology Institute, Porto, Portugal
| | - Curtis Olswold
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN USA
| | | | - Vernon S Pankratz
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN USA
| | - Emily Hallberg
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN USA
| | - Xianshu Wang
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
| | - Csilla I Szabo
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD USA
| | - Joseph Vijai
- Clinical Genetics Research Laboratory, Memorial Sloan-Kettering Cancer Center, New York, NY USA
| | - Lauren Jacobs
- Clinical Genetics Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY USA
| | - Marina Corines
- Clinical Genetics Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY USA
| | - Anne Lincoln
- Clinical Genetics Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY USA
| | - Andreas Berger
- Department of Obstetrics and Gynecology and Comprehensive Cancer Center, , Medical University of Vienna, Vienna, Austria
| | - Anneliese Fink-Retter
- Department of Obstetrics and Gynecology and Comprehensive Cancer Center, , Medical University of Vienna, Vienna, Austria
| | - Christian F Singer
- Department of Obstetrics and Gynecology and Comprehensive Cancer Center, , Medical University of Vienna, Vienna, Austria
| | - Christine Rappaport
- Department of Obstetrics and Gynecology and Comprehensive Cancer Center, , Medical University of Vienna, Vienna, Austria
| | - Daphne Gschwantler Kaulich
- Department of Obstetrics and Gynecology and Comprehensive Cancer Center, , Medical University of Vienna, Vienna, Austria
| | - Georg Pfeiler
- Department of Obstetrics and Gynecology and Comprehensive Cancer Center, , Medical University of Vienna, Vienna, Austria
| | - Muy-Kheng Tea
- Department of Obstetrics and Gynecology and Comprehensive Cancer Center, , Medical University of Vienna, Vienna, Austria
| | | | - Phuong L Mai
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD USA
| | - Mark H Greene
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD USA
| | - Gad Rennert
- Clalit National Israeli Cancer Control Center and Department of Community Medicine and Epidemiology, Carmel Medical Center and B Rappaport Faculty of Medicine, Haifa, Israel
| | | | - Gord Glendon
- Ontario Cancer Genetics Network: Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Cancer Care Ontario, Toronto, ON Canada
| | - Amanda Ewart Toland
- Divison of Human Cancer Genetics, Departments of Internal Medicine and Molecular Virology, Immunology and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, OH USA
| | - Anders Bojesen
- Department of Clinical Genetics, Vejle Hospital, Vejle, Denmark
| | - Inge Sokilde Pedersen
- Section of Molecular Diagnostics, Department of Biochemistry, Aalborg University Hospital, Aalborg, Denmark
| | - Uffe Birk Jensen
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus N, Denmark
| | - Maria A Caligo
- Section of Genetic Oncology, Department of Laboratory Medicine, University and University Hospital of Pisa, Pisa, Italy
| | | | | | | | - Johanna Rantala
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Brita Arver
- Department of Oncology, Karolinska University Hospital, Stockholm, Sweden
| | - Niklas Loman
- Department of Oncology, Lund University Hospital, Lund, Sweden
| | - Ake Borg
- Department of Oncology, Lund University, Lund, Sweden
| | - Hans Ehrencrona
- Center for Clinical Cancer Genetics and Global Health, University of Chicago Medical Center, Chicago, IL USA
- Department of Clinical Genetics, Lund University Hospital, Lund, Sweden
| | | | - Jacques Simard
- Centre Hospitalier Universitaire de Québec Research Center and Laval University, Quebec City, QC Canada
| | - Douglas F Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Georgia Chenevix-Trench
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Kenneth Offit
- Clinical Genetics Research Laboratory, Memorial Sloan-Kettering Cancer Center, New York, NY USA
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN USA
| | - Antonis C Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - EMBRACE Study
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | | | - HEBON
- The Hereditary Breast and Ovarian Cancer Research Group Netherlands (HEBON), coordinating center: Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - KConFab Investigators
- kConFab: Kathleen Cuningham Consortium for Research into Familial Breast Cancer, Peter MacCallum Cancer Center, Melbourne, Australia
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A genetic variant at 12p11 significantly modifies breast cancer risk in a genetically homogenous island population. Breast Cancer Res Treat 2014; 149:41-7. [PMID: 25476496 DOI: 10.1007/s10549-014-3222-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Accepted: 11/29/2014] [Indexed: 10/24/2022]
Abstract
Genome-wide association studies have identified novel breast cancer susceptibility loci at 12q24 (rs1292011), 12p11 (rs10771399) and 21q21 (rs2823093). The aim of our study was to investigate the prevalence of variants at these three loci in an Irish sample, and to examine the association between these variants and breast cancer in this cohort. DNA was extracted from the blood or buccal swabs of Irish patients with breast cancer (cases), as well as from healthy Irish female controls. Genotyping was performed for each target using a Taqman-based platform. Data were analysed using IBM Statistical Package for the Social Sciences version 22. Genotyping was performed on samples from 1,267 patients with breast cancer and 841 cancer-free controls. The per-allele odds ratio associated with the minor allele at 12p11 was found to be 0.67 (0.54-0.81, p < 0.001). Genotype-specific odds ratios showed an allele dosage effect with odds ratio of 0.76 (0.6-0.95) for heterozygotes, and 0.23 (0.1-0.51) for rare homozygotes. Minor allele frequencies of the variants at 12q24 and 21q21 did not differ significantly between cases or controls. All three investigated variants were identified in the Irish population. The polymorphism rs10771399 was strongly associated with breast cancer risk in this cohort, and was shown to be associated with reduced odds ratio for all molecular subtypes.
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50
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Barrdahl M, Canzian F, Joshi AD, Travis RC, Chang-Claude J, Auer PL, Gapstur SM, Gaudet M, Diver WR, Henderson BE, Haiman CA, Schumacher FR, Le Marchand L, Berg CD, Chanock SJ, Hoover RN, Rudolph A, Ziegler RG, Giles GG, Baglietto L, Severi G, Hankinson SE, Lindström S, Willet W, Hunter DJ, Buring JE, Lee IM, Zhang S, Dossus L, Cox DG, Khaw KT, Lund E, Naccarati A, Peeters PH, Quirós JR, Riboli E, Sund M, Trichopoulos D, Prentice RL, Kraft P, Kaaks R, Campa D. Post-GWAS gene-environment interplay in breast cancer: results from the Breast and Prostate Cancer Cohort Consortium and a meta-analysis on 79,000 women. Hum Mol Genet 2014; 23:5260-70. [PMID: 24895409 PMCID: PMC4159150 DOI: 10.1093/hmg/ddu223] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Revised: 04/09/2014] [Accepted: 05/06/2014] [Indexed: 01/12/2023] Open
Abstract
We studied the interplay between 39 breast cancer (BC) risk SNPs and established BC risk (body mass index, height, age at menarche, parity, age at menopause, smoking, alcohol and family history of BC) and prognostic factors (TNM stage, tumor grade, tumor size, age at diagnosis, estrogen receptor status and progesterone receptor status) as joint determinants of BC risk. We used a nested case-control design within the National Cancer Institute's Breast and Prostate Cancer Cohort Consortium (BPC3), with 16 285 BC cases and 19 376 controls. We performed stratified analyses for both the risk and prognostic factors, testing for heterogeneity for the risk factors, and case-case comparisons for differential associations of polymorphisms by subgroups of the prognostic factors. We analyzed multiplicative interactions between the SNPs and the risk factors. Finally, we also performed a meta-analysis of the interaction ORs from BPC3 and the Breast Cancer Association Consortium. After correction for multiple testing, no significant interaction between the SNPs and the established risk factors in the BPC3 study was found. The meta-analysis showed a suggestive interaction between smoking status and SLC4A7-rs4973768 (Pinteraction = 8.84 × 10(-4)) which, although not significant after considering multiple comparison, has a plausible biological explanation. In conclusion, in this study of up to almost 79 000 women we can conclusively exclude any novel major interactions between genome-wide association studies hits and the epidemiologic risk factors taken into consideration, but we propose a suggestive interaction between smoking status and SLC4A7-rs4973768 that if further replicated could help our understanding in the etiology of BC.
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Affiliation(s)
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg D-69120, Germany
| | - Amit D Joshi
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
| | - Ruth C Travis
- Cancer Epidemiology Unit, University of Oxford, Oxford OX3 7LF, UK
| | | | - Paul L Auer
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA School of Public Health, University of Wisconsin, Milwaukee, WI 1240, USA
| | - Susan M Gapstur
- Department of Epidemiology, American Cancer Society, Atlanta, GA 30303, USA
| | - Mia Gaudet
- Department of Epidemiology, American Cancer Society, Atlanta, GA 30303, USA
| | - W Ryan Diver
- Department of Epidemiology, American Cancer Society, Atlanta, GA 30303, USA
| | - Brian E Henderson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Fredrick R Schumacher
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | | | - Christine D Berg
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20892, USA
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20892, USA
| | - Robert N Hoover
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20892, USA
| | | | - Regina G Ziegler
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20892, USA
| | - Graham G Giles
- Cancer Epidemiology Centre Melbourne, Cancer Council Victoria, Carlton South, VIC 3004, Australia Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, School of Population Health, The University of Melbourne, Melbourne, VIC 3010, Australia Faculty of Medicine, Monash University, Melbourne, VIC 3800, Australia
| | - Laura Baglietto
- Cancer Epidemiology Centre Melbourne, Cancer Council Victoria, Carlton South, VIC 3004, Australia Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, School of Population Health, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Gianluca Severi
- Cancer Epidemiology Centre Melbourne, Cancer Council Victoria, Carlton South, VIC 3004, Australia Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, School of Population Health, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Susan E Hankinson
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA Division of Biostatistics and Epidemiology, University of Massachusetts, Amherst, MA 01003-9304, USA
| | - Sara Lindström
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
| | - Walter Willet
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
| | - David J Hunter
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
| | - Julie E Buring
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
| | - I-Min Lee
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
| | - Shumin Zhang
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
| | - Laure Dossus
- INSERM, Centre for Research in Epidemiology and Population Health, Institut Gustave Roussy, Villejuif F-94805, France Paris South University, Villejuif F-94807, France
| | - David G Cox
- School of Public Health, Imperial College London, London SW7 2AZ, UK Université de Lyon, Université Lyon 1, ISPB, Lyon F-69007, France INSERM U1052, CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, Lyon F-69008, France Centre Léon Bérard, Lyon F-69008, France
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, School of Clinical Medicine, University of Cambridge, Cambridge CB2 0SP, UK
| | - Eiliv Lund
- Institute of Community Medicine, University of Tromsø, Tromsø N-9037, Norway
| | - Alessio Naccarati
- Molecular and Genetic Epidemiology Unit, Human Genetics Foundation Torino, Torino I-10126, Italy
| | - Petra H Peeters
- School of Public Health, Imperial College London, London SW7 2AZ, UK Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht 3584 CS, The Netherlands
| | | | - Elio Riboli
- School of Public Health, Imperial College London, London SW7 2AZ, UK
| | - Malin Sund
- Department of Surgical and Perioperative Sciences, Surgery, Umeå University, Umeå S-90185, Sweden
| | - Dimitrios Trichopoulos
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA Bureau of Epidemiologic Research, Academy of Athens, Athens 10679, Greece Hellenic Health Foundation, Athens 11527, Greece
| | - Ross L Prentice
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Peter Kraft
- Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
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