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1. The Frequency of Germline BRCA and Non-BRCA HR-Gene-Variants in a Cohort of Pancreatic Cancer Patients

Author

Baz, M., Gondran-Teiller, V., Bressac, B., Cabaret, O., Fievet, A., Dimaria, M., Goldbarg, V., Colas, C., Bonnet-Dupeyron, M. N., Tinat, J., Lebrun, M., Mari, V., Limacher, J. M., Corsini, C., Ginglinger, E., Saurin, J. C., Brahimi, A., Rouzier, C., Giraud, S., Schuster, H., Hollebecque, A., Boige, V., Cauchin, E., Malka, D., Caron, O., and Rouleau, E.

Published
2023
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7. Genetic counselling legislation and practice in cancer in EU Member States

Author

Mccrary, Jm, Van Valckenborgh, E, Poirel, Ha, de Putter, R, van Rooij, J, Horgan, D, Dierks, Ml, Antonova, O, Brunet, J, Chirita-Emandi, A, Colas, C, Dalmas, M, Ehrencrona, H, Grima, C, Janavičius, R, Klink, B, Koczok, K, Krajc, M, Lace, B, Leitsalu, L, Mistrik, M, Paneque, M, Primorac, D, Roetzer, Km, Ronez, J, Slámová, L, Spanou, E, Stamatopoulos, K, Stoklosa, T, Strang-Karlsson, S, Szakszon, K, Szczałuba, K, Turner, J, van Dooren, Mf, van Zelst-Stams, Wag, Vassallo, Lm, Wadt, Kaw, Žigman, T, Ripperger, T, Genuardi, Maurizio, Van den Bulcke, M, Bergmann, Ak., Genuardi M (ORCID:0000-0002-7410-8351), Mccrary, Jm, Van Valckenborgh, E, Poirel, Ha, de Putter, R, van Rooij, J, Horgan, D, Dierks, Ml, Antonova, O, Brunet, J, Chirita-Emandi, A, Colas, C, Dalmas, M, Ehrencrona, H, Grima, C, Janavičius, R, Klink, B, Koczok, K, Krajc, M, Lace, B, Leitsalu, L, Mistrik, M, Paneque, M, Primorac, D, Roetzer, Km, Ronez, J, Slámová, L, Spanou, E, Stamatopoulos, K, Stoklosa, T, Strang-Karlsson, S, Szakszon, K, Szczałuba, K, Turner, J, van Dooren, Mf, van Zelst-Stams, Wag, Vassallo, Lm, Wadt, Kaw, Žigman, T, Ripperger, T, Genuardi, Maurizio, Van den Bulcke, M, Bergmann, Ak., and Genuardi M (ORCID:0000-0002-7410-8351)

Abstract

Background: Somatic and germline genetic alterations are significant drivers of cancer. Increasing integration of new technologies which profile these alterations requires timely, equitable and high-quality genetic counselling to facilitate accurate diagnoses and informed decision-making by patients and their families in preventive and clinical settings. This article aims to provide an overview of genetic counselling legislation and practice across European Union (EU) Member States to serve as a foundation for future European recommendations and action. Methods: National legislative databases of all 27 Member States were searched using terms relevant to genetic counselling, translated as appropriate. Interviews with relevant experts from each Member State were conducted to validate legislative search results and provide detailed insights into genetic counselling practice in each country. Results: Genetic counselling is included in national legislative documents of 22 of 27 Member States, with substantial variation in legal mechanisms and prescribed details (i.e. the 'who, what, when and where' of counselling). Practice is similarly varied. Workforce capacity (25 of 27 Member States) and genetic literacy (all Member States) were common reported barriers. Recognition and/or better integration of genetic counsellors and updated legislation and were most commonly noted as the 'most important change' which would improve practice. Conclusions: This review highlights substantial variability in genetic counselling across EU Member States, as well as common barriers notwithstanding this variation. Future recommendations and action should focus on addressing literacy and capacity challenges through legislative, regulatory and/or strategic approaches at EU, national, regional and/or local levels.

Published
2024

9. Results of a 1-year quality-improvement process to reduce door-to-needle time in acute ischemic stroke with MRI screening

Author

Sablot, D., Gaillard, N., Colas, C., Smadja, P., Gely, C., Dutray, A., Bonnec, J.-M., Jurici, S., Farouil, G., Ferraro-Allou, A., Jantac, M., Allou, T., Pujol, C., Olivier, N., Laverdure, A., Fadat, B., Mas, J., Dumitrana, A., Garcia, Y., Touzani, H., Perucho, P., Moulin, T., Richard, C., Heroum, C., Bouly, S., Sagnes-Raffy, C., and Heve, D.

Published
2017
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14. Cancer risks by sex and variant type in PTEN hamartoma tumor syndrome.

Author

Hendricks, L.A.J., Hoogerbrugge, N., Mensenkamp, A.R., Brunet, J., Lleuger-Pujol, R., Høberg-Vetti, H., Tveit Haavind, M., Innella, G., Turchetti, D., Aretz, S., Spier, I., Tischkowitz, M., Jahn, A., Links, T.P., Olderode-Berends, M.J., Blatnik, A., Leter, E.M., Evans, D.G., Woodward, E.R., Steinke-Lange, V., Anastasiadou, V.C., Colas, C., Villy, M.C., Benusiglio, P.R., Gerasimenko, A., Barili, V., Branchaud, M., Houdayer, C., Tesi, B., Yazicioglu, M.O., Post, R.S. van der, Schuurs-Hoeijmakers, J.H.M., Vos, J.R., Hendricks, L.A.J., Hoogerbrugge, N., Mensenkamp, A.R., Brunet, J., Lleuger-Pujol, R., Høberg-Vetti, H., Tveit Haavind, M., Innella, G., Turchetti, D., Aretz, S., Spier, I., Tischkowitz, M., Jahn, A., Links, T.P., Olderode-Berends, M.J., Blatnik, A., Leter, E.M., Evans, D.G., Woodward, E.R., Steinke-Lange, V., Anastasiadou, V.C., Colas, C., Villy, M.C., Benusiglio, P.R., Gerasimenko, A., Barili, V., Branchaud, M., Houdayer, C., Tesi, B., Yazicioglu, M.O., Post, R.S. van der, Schuurs-Hoeijmakers, J.H.M., and Vos, J.R.

Abstract

Item does not contain fulltext, BACKGROUND: PTEN Hamartoma Tumor Syndrome (PHTS) is a rare syndrome with a broad phenotypic spectrum, including increased risks of breast (BC, 67%-78% at age 60 years), endometrial (EC, 19%-28%), and thyroid cancer (TC, 6%-38%). Current risks are likely overestimated due to ascertainment bias. We aimed to provide more accurate and personalized cancer risks. METHODS: This was a European, adult PHTS cohort study with data from medical files, registries, and/or questionnaires. Cancer risks and hazard ratios were assessed with Kaplan-Meier and Cox regression analyses, and standardized incidence ratios were calculated. Bias correction consisted of excluding cancer index cases and incident case analyses. RESULTS: A total of 455 patients were included, including 50.5% index cases, 372 with prospective follow-up (median 6 years, interquartile range = 3-10 years), and 159 of 281 females and 39 of 174 males with cancer. By age 60 years, PHTS-related cancer risk was higher in females (68.4% to 86.3%) than males (16.4% to 20.8%). Female BC risks ranged from 54.3% (95% confidence interval [CI] = 43.0% to 66.4%) to 75.8% (95% CI = 60.7% to 88.4%), with two- to threefold increased risks for PTEN truncating and approximately twofold for phosphatase domain variants. EC risks ranged from 6.4% (95% CI = 2.1% to 18.6%) to 22.1% (95% CI = 11.6% to 39.6%) and TC risks from 8.9% (95% CI = 5.1% to 15.3%) to 20.5% (95% CI = 11.3% to 35.4%). Colorectal cancer, renal cancer, and melanoma risks were each less than 10.0%. CONCLUSIONS: Females have a different BC risk depending on their PTEN germline variant. PHTS patients are predominantly at risk of BC (females), EC, and TC. This should be the main focus of surveillance. These lower, more unbiased and personalized risks provide guidance for optimized cancer risk management.

Published
2023

15. High yield of surveillance in patients diagnosed with constitutional mismatch repair deficiency

Author

Ghorbanoghli, Z., Kouwen, M.C.A. van, Versluys, B., Bonnet, D., Devalck, C., Tinat, J., Januszkiewicz-Lewandowska, D., Costas, C.C., Cottereau, E., Hardwick, J.C.H., Wimmer, K., Brugieres, L., Colas, C., Vasen, H.F.A., Ghorbanoghli, Z., Kouwen, M.C.A. van, Versluys, B., Bonnet, D., Devalck, C., Tinat, J., Januszkiewicz-Lewandowska, D., Costas, C.C., Cottereau, E., Hardwick, J.C.H., Wimmer, K., Brugieres, L., Colas, C., and Vasen, H.F.A.

Abstract

Contains fulltext : 294692.pdf (Publisher’s version ) (Closed access), BACKGROUND: Constitutional mismatch repair deficiency (CMMRD) is a rare autosomal recessively inherited syndrome that is caused by biallelic pathogenic variants of the mismatch repair genes. It is characterised by the development of multiple tumours in the first and second decade of life including brain, gastrointestinal and haematological tumours often resulting in early death. In order to improve the prognosis of these patients, the European collaborative group 'care for CMMRD' developed a surveillance programme in 2014 and established a registry of patients with CMMRD in Paris. The aim of the study was to evaluate the outcome of this programme. METHODS: Twenty-two patients with a definitive diagnosis of CMMRD and with at least one follow-up study were selected from the registry. Medical data on the outcome of surveillance were collected from these patients. RESULTS: During a mean follow-up of 4 years, the programme detected eight malignant tumours including three brain tumours, three upper gastrointestinal cancers and two colorectal cancers. Most tumours could successfully be treated. In addition, many adenomas were detected in the duodenum, and colorectum and subsequently removed. Seven patients developed a symptomatic malignancy, including two brain tumours, one small bowel cancer and four haematological malignancies. At the end of the follow-up, 16 out of 22 patients (73%) who participated in the surveillance programme were still alive. CONCLUSION: The study suggests a beneficial effect of surveillance of the digestive tract and brains.

Published
2023

19. Seroprevalencia de Toxoplasma gondiien Gallus domesticus en La Habana, Cuba

Author

Grandía G., Raiden, Colas C., Manuel, Soroa R., Julio, Entrena G., Ángel, Figueroa B., Teresa, Bada B., Ana, Jáuregui C., Susana, Caraballoso H., Yara, García V., Itamys, Burón R., Miriam, Pérez G., Moraima, Negrin R., Natacha, Pantaleón M., Danny, Frías M., Raydel, Rodríguez L., Ángel, Barrios H., Miguel, and Rodríguez J., Ariam

Published
2016
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22. The multinational second Diabetes, Attitudes, Wishes and Needs study: results of the French survey

Author

Reach G, Consoli SM, Halimi S, Colas C, Duclos M, Fontaine P, Martineau C, Avril C, Tourette-Turgis C, Pucheu S, and Brunet O

Subjects
Medicine (General), R5-920
Abstract

Gérard Reach,1,2 Silla M Consoli,3,4 Serge Halimi,5 Claude Colas,6 Martine Duclos,7–9 Pierre Fontaine,10 Caroline Martineau,11 Carole Avril,12 Catherine Tourette-Turgis,13 Sylvie Pucheu,4 Olivier Brunet14 1Department of Endocrinology, Diabetes and Metabolic Diseases, Avicenne Hospital, Bobigny, 2EA 3412, CRNH-IDF, Paris 13 University, Sorbonne Paris Cité, Bobigny, 3Paris Descartes University, Paris Sorbonne Cité, Faculty of Medicine, Paris, 4University Service of Adult and Elderly Psychiatry, European Georges-Pompidou Hospital, Paris, 5Department of Diabetology, Endocrinology and Nutrition, Joseph Fourier University and CHU Grenoble, Grenoble, 6Department of Diabetology, Hôtel-Dieu Hospital, Paris, 7Department of Sport Medicine and Functional Explorations, Montpied Hospital, Clermont-Ferrand, 8Department of Human Nutrition, Centre de Recherche en Nutrition Humaine, Institut National de la Recherche Agronomique, Clermont-Ferrand, 9Department of Human Nutrition, University of Auvergne, Clermont-Ferrand, 10Department of Endocrinology, Diabetes and Metabolic Diseases, Huriez Hospital, Lille 2 University, Lille, 11Department of Dietetics, Larrey Hospital, CHU Toulouse, 12French Diabetics Federation, Paris, 13UPMC-Sorbonne Universités, Paris, 14General practitioner, Seraincourt, France Aim: The second Diabetes, Attitudes, Wishes and Needs (DAWN2™) multinational cross-sectional study was aimed at generating insights to facilitate innovative efforts by people with diabetes (PWD), family members (FMs), and health care professionals (HCPs) to improve self-management and psychosocial support in diabetes. Here, the French data from the DAWN2™ study are described.Methods: In France, 500 PWD (80 with type 1 diabetes [T1] and 420 with type 2 diabetes [T2]), 120 FMs, and 288 HCPs were recruited. The questionnaires assessed the impact of diabetes on quality of life and mood, self-management, attitudes/beliefs, and care/support.Results: Diabetes negatively impacted the emotional well-being of 59% of people with T1 versus 45% of people with T2 (P

Published
2015

23. The Frequency of Germline BRCA and Non-BRCA HR-Gene-Variants in a Cohort of Pancreatic Cancer Patients

Author

Baz, M., primary, Gondran-Teiller, V., additional, Bressac, B., additional, Cabaret, O., additional, Fievet, A., additional, Dimaria, M., additional, Goldbarg, V., additional, Colas, C., additional, Bonnet-Dupeyron, M. N., additional, Tinat, J., additional, Lebrun, M., additional, Mari, V., additional, Limacher, J. M., additional, Corsini, C., additional, Ginglinger, E., additional, Saurin, J. C., additional, Brahimi, A., additional, Rouzier, C., additional, Giraud, S., additional, Schuster, H., additional, Hollebecque, A., additional, Boige, V., additional, Cauchin, E., additional, Malka, D., additional, Caron, O., additional, and Rouleau, E., additional

Published
2022
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27. Cancer Surveillance Guideline for individuals with PTEN hamartoma tumour syndrome

Author

Tischkowitz, M, Colas, C, Pouwels, S, Hoogerbrugge, N, Ligtenberg, M, Oostenbrink, Rianne, Sijmons, R, Evans, G, Woodward, E, Peltonen, S, Hietala, M, and Pediatrics

Subjects
PTEN, medicine.medical_specialty, Colorectal cancer, Consensus Development Conferences as Topic, Vascular damage Radboud Institute for Health Sciences [Radboudumc 16], Population, MEDLINE, CHILDREN, Article, 03 medical and health sciences, 0302 clinical medicine, SDG 3 - Good Health and Well-being, Medicine and Health Sciences, Tumours of the digestive tract Radboud Institute for Molecular Life Sciences [Radboudumc 14], Genetics, Humans, Medicine, Genetic Testing, education, Intensive care medicine, Cancer genetics, Early Detection of Cancer, Genetics (clinical), 030304 developmental biology, Preventive medicine, 0303 health sciences, education.field_of_study, biology, business.industry, Endometrial cancer, Cancer, Guideline, medicine.disease, RISKS, Women's cancers Radboud Institute for Health Sciences [Radboudumc 17], 030220 oncology & carcinogenesis, Practice Guidelines as Topic, biology.protein, Medical genetics, Hamartoma Syndrome, Multiple, business
Abstract

Contains fulltext : 225252.pdf (Publisher’s version ) (Open Access) PTEN hamartoma tumour syndrome is a diverse multi-system disorder predisposing to the development of hamartomatous growths, increasing risk of breast, thyroid, renal cancer, and possibly increasing risk of endometrial cancer, colorectal cancer and melanoma. There is no international consensus on cancer surveillance in PHTS and all current guidelines are based on expert opinion. A comprehensive literature review was undertaken and guidelines were developed by clinicians with expertise from clinical genetics, gynaecology, endocrinology, dermatology, radiology, gastroenterology and general surgery, together with affected individuals and their representatives. Recommendations were put forward for surveillance for breast, thyroid and renal cancers. Limited recommendations were developed for other sites including endometrial, colon and skin. The proposed cancer surveillance recommendations for PHTS require a coordinated multidisciplinary approach and significant patient commitment. The evidence base for cancer surveillance in this guideline are limited, emphasising the need for prospective evaluation of the effectiveness of surveillance in the PHTS population.

Published
2020
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29. Cancer Risks Associated With BRCA1 and BRCA2 Pathogenic Variants

Author

Li, S, Silvestri, V, Leslie, G, Rebbeck, TR, Neuhausen, SL, Hopper, JL, Nielsen, HR, Lee, A, Yang, X, McGuffog, L, Parsons, MT, Andrulis, IL, Arnold, N, Belotti, M, Borg, A, Buecher, B, Buys, SS, Caputo, SM, Chung, WK, Colas, C, Colonna, S, Cook, J, Daly, MB, de la Hoya, M, de Pauw, A, Delhomelle, H, Eason, J, Engel, C, Evans, DG, Faust, U, Fehm, TN, Fostira, F, Fountzilas, G, Frone, M, Garcia-Barberan, V, Garre, P, Gauthier-Villars, M, Gehrig, A, Glendon, G, Goldgar, DE, Golmard, L, Greene, MH, Hahnen, E, Hamann, U, Hanson, H, Hassan, T, Hentschel, J, Horvath, J, Izatt, L, Janavicius, R, Jiao, Y, John, EM, Karlan, BY, Kim, S-W, Konstantopoulou, I, Kwong, A, Lauge, A, Lee, JW, Lesueur, F, Mebirouk, N, Meindl, A, Mouret-Fourme, E, Musgrave, H, Yie, JNY, Niederacher, D, Park, SK, Pedersen, IS, Ramser, J, Ramus, SJ, Rantala, J, Rashid, MU, Reichl, F, Ritter, J, Rump, A, Santamarina, M, Saule, C, Schmidt, G, Schmutzler, RK, Senter, L, Shariff, S, Singer, CF, Southey, MC, Stoppa-Lyonnet, D, Sutter, C, Tan, Y, Teo, SH, Terry, MB, Thomassen, M, Tischkowitz, M, Toland, AE, Torres, D, Vega, A, Wagner, SA, Wang-Gohrke, S, Wappenschmidt, B, Weber, BHF, Yannoukakos, D, Spurdle, AB, Easton, DF, Chenevix-Trench, G, Ottini, L, Antoniou, AC, Li, S, Silvestri, V, Leslie, G, Rebbeck, TR, Neuhausen, SL, Hopper, JL, Nielsen, HR, Lee, A, Yang, X, McGuffog, L, Parsons, MT, Andrulis, IL, Arnold, N, Belotti, M, Borg, A, Buecher, B, Buys, SS, Caputo, SM, Chung, WK, Colas, C, Colonna, S, Cook, J, Daly, MB, de la Hoya, M, de Pauw, A, Delhomelle, H, Eason, J, Engel, C, Evans, DG, Faust, U, Fehm, TN, Fostira, F, Fountzilas, G, Frone, M, Garcia-Barberan, V, Garre, P, Gauthier-Villars, M, Gehrig, A, Glendon, G, Goldgar, DE, Golmard, L, Greene, MH, Hahnen, E, Hamann, U, Hanson, H, Hassan, T, Hentschel, J, Horvath, J, Izatt, L, Janavicius, R, Jiao, Y, John, EM, Karlan, BY, Kim, S-W, Konstantopoulou, I, Kwong, A, Lauge, A, Lee, JW, Lesueur, F, Mebirouk, N, Meindl, A, Mouret-Fourme, E, Musgrave, H, Yie, JNY, Niederacher, D, Park, SK, Pedersen, IS, Ramser, J, Ramus, SJ, Rantala, J, Rashid, MU, Reichl, F, Ritter, J, Rump, A, Santamarina, M, Saule, C, Schmidt, G, Schmutzler, RK, Senter, L, Shariff, S, Singer, CF, Southey, MC, Stoppa-Lyonnet, D, Sutter, C, Tan, Y, Teo, SH, Terry, MB, Thomassen, M, Tischkowitz, M, Toland, AE, Torres, D, Vega, A, Wagner, SA, Wang-Gohrke, S, Wappenschmidt, B, Weber, BHF, Yannoukakos, D, Spurdle, AB, Easton, DF, Chenevix-Trench, G, Ottini, L, and Antoniou, AC

Abstract

PURPOSE: To provide precise age-specific risk estimates of cancers other than female breast and ovarian cancers associated with pathogenic variants (PVs) in BRCA1 and BRCA2 for effective cancer risk management. METHODS: We used data from 3,184 BRCA1 and 2,157 BRCA2 families in the Consortium of Investigators of Modifiers of BRCA1/2 to estimate age-specific relative (RR) and absolute risks for 22 first primary cancer types adjusting for family ascertainment. RESULTS: BRCA1 PVs were associated with risks of male breast (RR = 4.30; 95% CI, 1.09 to 16.96), pancreatic (RR = 2.36; 95% CI, 1.51 to 3.68), and stomach (RR = 2.17; 95% CI, 1.25 to 3.77) cancers. Associations with colorectal and gallbladder cancers were also suggested. BRCA2 PVs were associated with risks of male breast (RR = 44.0; 95% CI, 21.3 to 90.9), stomach (RR = 3.69; 95% CI, 2.40 to 5.67), pancreatic (RR = 3.34; 95% CI, 2.21 to 5.06), and prostate (RR = 2.22; 95% CI, 1.63 to 3.03) cancers. The stomach cancer RR was higher for females than males (6.89 v 2.76; P = .04). The absolute risks to age 80 years ranged from 0.4% for male breast cancer to approximately 2.5% for pancreatic cancer for BRCA1 carriers and from approximately 2.5% for pancreatic cancer to 27% for prostate cancer for BRCA2 carriers. CONCLUSION: In addition to female breast and ovarian cancers, BRCA1 and BRCA2 PVs are associated with increased risks of male breast, pancreatic, stomach, and prostate (only BRCA2 PVs) cancers, but not with the risks of other previously suggested cancers. The estimated age-specific risks will refine cancer risk management in men and women with BRCA1/2 PVs.

Published
2022

35. Constitutional mismatch repair deficiency syndrome: clinical description in a French cohort

Author

Lavoine, N, Colas, C, Muleris, M, Bodo, S, Duval, A, Entz-Werle, N, Coulet, F, Cabaret, O, Andreiuolo, F, Charpy, C, Sebille, G, Wang, Q, Lejeune, S, Buisine, M P, Leroux, D, Couillault, G, Leverger, G, Fricker, J P, Guimbaud, R, Mathieu-Dramard, M, Jedraszak, G, Cohen-Hagenauer, O, Guerrini-Rousseau, L, Bourdeaut, F, Grill, J, Caron, O, Baert-Dusermont, S, Tinat, J, Bougeard, G, Frébourg, T, and Brugières, L

Published
2015
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38. Grounding Language to Autonomously-Acquired Skills via Goal Generation

Author

Akakzia, Ahmed, Colas, C��dric, Oudeyer, Pierre-Yves, Chetouani, Mohamed, Sigaud, Olivier, Institut des Systèmes Intelligents et de Robotique (ISIR), Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Flowing Epigenetic Robots and Systems (Flowers), Inria Bordeaux - Sud-Ouest, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Perception, Interaction, Robotique sociales (PIROS), Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Unité d'Informatique et d'Ingénierie des Systèmes (U2IS), and École Nationale Supérieure de Techniques Avancées (ENSTA Paris)-École Nationale Supérieure de Techniques Avancées (ENSTA Paris)

Subjects
FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial intelligence and robotics, Artificial Intelligence (cs.AI), [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], Computer Science - Artificial Intelligence, Statistics - Machine Learning, Reinforcement learning, Machine Learning (stat.ML), Machine Learning (cs.LG), [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
Abstract

We are interested in the autonomous acquisition of repertoires of skills. Language-conditioned reinforcement learning (LC-RL) approaches are great tools in this quest, as they allow to express abstract goals as sets of constraints on the states. However, most LC-RL agents are not autonomous and cannot learn without external instructions and feedback. Besides, their direct language condition cannot account for the goal-directed behavior of pre-verbal infants and strongly limits the expression of behavioral diversity for a given language input. To resolve these issues, we propose a new conceptual approach to language-conditioned RL: the Language-Goal-Behavior architecture (LGB). LGB decouples skill learning and language grounding via an intermediate semantic representation of the world. To showcase the properties of LGB, we present a specific implementation called DECSTR. DECSTR is an intrinsically motivated learning agent endowed with an innate semantic representation describing spatial relations between physical objects. In a first stage (G -> B), it freely explores its environment and targets self-generated semantic configurations. In a second stage (L -> G), it trains a language-conditioned goal generator to generate semantic goals that match the constraints expressed in language-based inputs. We showcase the additional properties of LGB w.r.t. both an end-to-end LC-RL approach and a similar approach leveraging non-semantic, continuous intermediate representations. Intermediate semantic representations help satisfy language commands in a diversity of ways, enable strategy switching after a failure and facilitate language grounding., Published at ICLR 2021

Published
2021

40. Recommendations to improve identification of hereditary and familial colorectal cancer in Europe

Author

Vasen, H. F. A., Möslein, G., Alonso, A., Aretz, S., Bernstein, I., Bertario, L., Blanco, I., Bulow, S., Burn, J., Capella, G., Colas, C., Engel, C., Frayling, I., Rahner, N., Hes, F. J., Hodgson, S., Mecklin, J.-P., Møller, P., Myrhøj, T., Nagengast, F. M., Parc, Y., Ponz de Leon, M., Renkonen-Sinisalo, L., Sampson, J. R., Stormorken, A., Tejpar, S., Thomas, H. J. W., Wijnen, J., Lubinski, J., Järvinen, H., Claes, E., Heinimann, K., Karagiannis, J. A., Lindblom, A., Dove-Edwin, I., and Müller, H.

Published
2010
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41. Peutz-Jeghers syndrome: a systematic review and recommendations for management

Author

Beggs, A.D., Latchford, A.R., Vasen, H.F.A., Moslein, G., Alonso, A., Aretz, S., Bertario, L., Blanco, I., Bulow, S., Burn, J., Capella, G., Colas, C., Friedl, W., Moller, P., Hes, F.J., Jarvinen, H., Mecklin, J.-P., Nagengast, F.M., Parc, Y., Phillips, R.K.S., Hyer, W., Ponz de Leon, M., Renkonen-Sinisalo, L., Sampson, J.R., Stormorken, A., Tejpar, S., Thomas, H.J.W., Wijnen, J.T., Clark, S.K., and Hodgson, S.V.

Subjects
Peutz-Jeghers syndrome -- Diagnosis, Peutz-Jeghers syndrome -- Care and treatment, Peutz-Jeghers syndrome -- Development and progression, Peutz-Jeghers syndrome -- Risk factors, Medical literature -- Analysis, Health
Published
2010

43. Development of a Tool to Measure the Clinical Response to Biologic Therapy in Uncontrolled Severe Asthma: The FEV1, Exacerbations, Oral Corticosteroids, Symptoms Score

Author

de Llano L, Davila I, Martinez-Moragon E, Dominguez-Ortega J, Almonacid C, Colas C, Garcia-Rivero J, Carmona L, de Yebenes M, and Cosio B

Subjects
Severe asthma, Asthma management, Monoclonal anti-bodies, Asthma
Abstract

BACKGROUND: There is a lack of tools to quantify the response to monoclonal antibodies (mAbs) holistically in severe uncontrolled asthma patients. OBJECTIVE: To develop a valid score to assist specialists in this clinical context. METHODS: The score was developed in four subsequent phases: (1) elaboration of the theoretical model of the construct intended to be measured (response to mAbs); (2) definition and selection of items and measurement instruments by Delphi survey; (3) weight assignment of the selected items by multicriteria decision analysis using the Potentially All Pairwise RanKings of All Possible Alternatives methodology using the 1000minds software; and (4) face validity assessment of the obtained score. RESULTS: Four core items, with different levels of response for each, were selected: severe exacerbations, oral corticosteroid use, symptoms (evaluated by Asthma Control Test), and bronchial obstruction (assessed by FEV1 percent predicted). Severe exacerbations and oral corticosteroid maintenance dose were weighted most heavily (38% each), followed by symptoms (13%) and FEV1 (11%). Higher scores in the weighted system indicate a better response and the range of responses runs from 0 (worsening) to 100 (best possible response). Face validity was high (intraclass correlation coefficient of 0.86). CONCLUSIONS: The FEV1, exacerbations, oral corticosteroids, symptoms score allows clinicians to quantify response in severe uncontrolled asthma patients who are being treated with mAbs.(c) 2021 American Academy of Allergy, Asthma & Immunology (J Allergy Clin Immunol Pract 2021;9:2725-31)

Published
2021

44. GENOTYPE-PHENOTYPE ASSOCIATIONS PROVIDE A RATIONAL TO IDENTIFY POTENTIALLY ACTIONABLE VUS

Author

Pelaez J, Monteiro R, Lobo S, Sousa L, Pinheiro H, Castedo S, Garrido L, Teixeira M, Michils G, Bours V, de Putter R, Golmard L, Blanluet M, Colas C, Benusiglio P, Desseignes C, Florence C, Aretz S, Spier I, Huneburg R, Gieldon L, Schrock E, Holinski-Feder E, Steinke V, Calistri D, Tedaldi G, Ranzani G, Genuardi M, Silveira C, Silva I, Krajc M, Blatnik A, Novacovik S, Patino-Garcia A, Soto J, Lazaro C, Capella G, Brunet-Vidal J, Balmana J, Dominguez-Garrido E, Ligtenberg M, Fewings E, Fitzgerald R, Woodward E, Evans G, Hanson H, Lagerstedt-Robinson K, Bajalica-Lagercrantz S, Egas C, Tejada M, Dahan K, Feret D, Hoogerbrugge N, Tischkowitz M, and Oliveira C

Published
2021

46. Guidelines for the clinical management of familial adenomatous polyposis (FAP)

Author

Vasen, H.F.A., Moslein, G., Alonso, A., Aretz, S., Bernstein, I., Bertario, L., Blanco, I., Bulow, S., Burn, J., Capella, G., Colas, C., Engel, C., Frayling, I., Friedl, W., Hes, F.J., Hodgson, S., Jarvinen, H., Mecklin, J.-P., Moller, P., Myrhoi, T., Nagengast, F.M., Parc, Y., Phillips, R., Clark, S.K., Ponz de Leon, M., Renkonen-Sinisalo, L., Sampson, J.R., Stormorken, A., Tejpar, S., Thomas, H.J.W., and Wijnen, J.

Subjects
Polyposis, Familial -- Care and treatment, Practice guidelines (Medicine) -- Evaluation, Colorectal cancer -- Risk factors, Colorectal cancer -- Prevention, Health
Published
2008

47. Language-Conditioned Goal Generation: a New Approach to Language Grounding for RL

Author

Colas, C��dric, Akakzia, Ahmed, Oudeyer, Pierre-Yves, Chetouani, Mohamed, and Sigaud, Olivier

Subjects
FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Statistics - Machine Learning, Machine Learning (stat.ML), Computation and Language (cs.CL), Machine Learning (cs.LG)
Abstract

In the real world, linguistic agents are also embodied agents: they perceive and act in the physical world. The notion of Language Grounding questions the interactions between language and embodiment: how do learning agents connect or ground linguistic representations to the physical world ? This question has recently been approached by the Reinforcement Learning community under the framework of instruction-following agents. In these agents, behavioral policies or reward functions are conditioned on the embedding of an instruction expressed in natural language. This paper proposes another approach: using language to condition goal generators. Given any goal-conditioned policy, one could train a language-conditioned goal generator to generate language-agnostic goals for the agent. This method allows to decouple sensorimotor learning from language acquisition and enable agents to demonstrate a diversity of behaviors for any given instruction. We propose a particular instantiation of this approach and demonstrate its benefits.

Published
2020

48. A case-only study to identify genetic modifiers of breast cancer risk for BRCA1/BRCA2 mutation carriers

Author

Coignard, J. (Juliette), Lush, M. (Michael), Beesley, J. (Jonathan), O’Mara, T.A. (Tracy A.), Dennis, J. (Joe), Tyrer, J.P. (Jonathan P.), Barnes, D. (Daniel), McGuffog, L. (Lesley), Leslie, G. (Goska), Bolla, M.K. (Manjeet K.), Adank, M.A. (Muriel), Agata, S. (Simona), Ahearn, T. (Thomas), Aittomäki, K. (Kristiina), Andrulis, I.L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Arnold, N. (Norbert), Aronson, K.J. (Kristan J.), Arun, B.K. (Banu), Augustinsson, A. (Annelie), Azzollini, J., Barrowdale, D. (Daniel), Baynes, C. (Caroline), Becher, H. (Heko), Bermisheva, M. (Marina), Bernstein, L. (Leslie), Białkowska, K. (Katarzyna), Blomqvist, C. (Carl), Bojesen, S.E. (Stig), Bonnani, B. (Bernardo), Borg, Å. (Åke), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Burwinkel, B. (Barbara), Buys, S.S. (Saundra S.), Caldes, T. (Trinidad), Caligo, M.A. (Maria A.), Campa, D. (Daniele), Carter, B.D. (Brian D.), Castelao, J.E. (Jose ), Chang-Claude, J. (Jenny), Chanock, S.J. (Stephen J.), Chung, W.K. (Wendy K.), Claes, K.B.M. (Kathleen B. M.), Clarke, C.L. (Christine L.), Bertrand, O. (Ophélie), Caputo, S. (Sandrine), Dupré, A. (Anaïs), Le Mentec, M. (Marine), Belotti, M. (Muriel), Birot, A.-M. (Anne-Marie), Buecher, B. (Bruno), Fourme, E. (Emmanuelle), Gauthier-Villars, M. (Marion), Golmard, L. (Lisa), Houdayer, C. (Claude), Moncoutier, V. (Virginie), de Pauw, A. (Antoine), Saule, C. (Claire), Sinilnikova, O. (Olga), Mazoyer, S. (Sylvie), Damiola, F. (Francesca), Barjhoux, L. (Laure), Verny-Pierre, C. (Carole), Léone, M. (Mélanie), Boutry-Kryza, N. (N.), Calender, A. (Alain), Giraud, S. (Sophie), Caron, O. (Olivier), Guillaud-Bataille, M. (Marine), Bressac-de Paillerets, B. (Brigitte), Bignon, Y.-J. (Yves-Jean), Uhrhammer, N. (Nancy), Lasset, C. (Christine), Bonadona, V. (Valérie), Berthet, P. (Pascaline), Vaur, D. (Dominique), Castera, L. (Laurent), Noguchi, T. (Tetsuro), Popovici, C. (Cornel), Sobol, H. (Hagay), Bourdon, V. (Violaine), Remenieras, A. (Audrey), Nogues, C. (Catherine), Coupier, I. (Isabelle), Pujol, P. (Pascal), Dumont, A. (Aurélie), Révillion, F. (Françoise), Adenis, C. (Claude), Muller, D.W. (Danièle), Barouk-Simonet, E. (Emmanuelle), Bonnet, F. (Françoise), Bubien, V. (Virginie), Sevenet, N. (Nicolas), Longy, M. (Michel), Toulas, C. (Christine), Guimbaud, R. (Rosine), Gladieff, L. (Laurence), Feillel, V. (Viviane), Leroux, D. (Dominique), Dreyfus, H. (Hélène), Rebischung, C. (Christine), Peysselon, M. (Magalie), Coron, F. (Fanny), Faivre, L. (Laurence), Baurand, A. (Amandine), Jacquot, C. (Caroline), Bertolone, G. (Geoffrey), Lizard, S. (Sarab), Prieur, F. (Fabienne), Lebrun, M. (Marine), Kientz, C. (Caroline), Ferrer, S.F., Mari, V. (Véronique), Vénat-Bouvet, L. (Laurence), Delnatte, C. (Capucine), Bézieau, S. (Stéphane), Mortemousque, I. (Isabelle), Coulet, F. (Florence), Colas, C. (Chrystelle), Soubrier, F. (Florent), Warcoin, M. (Mathilde), Sokolowska, J. (Johanna), Bronner, M. (Myriam), Collonge-Rame, M.-A., Damette, A. (Alexandre), Gesta, P. (Paul), Lallaoui, H. (Hakima), Chiesa, J. (Jean), Molina-Gomes, D. (Denise), Ingster, O. (Olivier), Gregory, H. (Helen), Miedzybrodzka, Z. (Zosia), Morrison, P.J. (Patrick J.), Ong, K.-R. (Kai-ren), Donaldson, A. (Alan), Rogers, M.T. (Mark), Kennedy, M.J. (M. John), Porteous, M.E. (Mary), Brewer, C. (Carole), Davidson, R. (Rosemarie), Izatt, L. (Louise), Brady, A. (A.), Barwell, J. (Julian), Adlard, J.W. (Julian), Foo, C. (Claire), Lalloo, F. (Fiona), Side, L.E. (Lucy E.), Eason, J. (Jacqueline), Henderson, A. (Alex), Walker, L. (Lisa), Eeles, R. (Rosalind), Cook, J. (Jackie), Snape, K. (Katie), Eccles, D. (Diana), Murray, A. (Alexandra), McCann, E. (Emma), Collée, J.M. (J. Margriet), Conroy, D.M. (Don M.), Czene, K. (Kamila), Daly, M.B. (Mary B.), Devilee, P. (Peter), Diez, O. (Orland), Ding, Y.C. (Yuan Chun), Domchek, S.M. (Susan), Dörk, T. (Thilo), Santos Silva, I. (Isabel) dos, Dunning, A.M. (Alison M.), Dwek, M. (Miriam), Eccles, D.M. (Diana M.), Eliassen, A.H. (A. Heather), Engel, C. (Christoph), Eriksson, M. (Mikael), Evans, D.G. (D. Gareth), Fasching, P.A. (Peter), Flyger, H. (Henrik), Fostira, F. (Florentia), Friedman, E. (Eitan), Fritschi, L. (Lin), Frost, D. (Debra), Gago-Dominguez, M. (Manuela), Gapstur, S.M. (Susan M.), Garber, J. (Judy), Garcia-Barberan, V. (Vanesa), García-Closas, M. (Montserrat), García-Sáenz, J.A. (José A.), Gaudet, M.M. (Mia M.), Gayther, S.A. (Simon), Gehrig, A. (Andrea), Georgoulias, V. (Vassilios), Giles, G.G. (Graham G.), Godwin, A.K. (Andrew K.), Goldberg, M.S. (Mark), Radice, P. (Paolo), González-Neira, A. (Anna), Greene, M.H. (Mark H.), Guénel, P. (Pascal), Haeberle, L. (Lothar), Hahnen, E. (Eric), Haiman, C.A. (Christopher), Håkansson, N. (Niclas), Hall, P. (Per), Hamann, U. (Ute), Harrington, P.A. (Patricia A.), Hart, S.N. (Steven N.), He, W. (Wei), Hogervorst, F.B.L. (Frans B. L.), Hollestelle, A. (Antoinette), Hopper, J.L. (John), Horcasitas, D.J. (Darling J.), Hulick, P.J. (Peter J.), Hunter, D.J. (David J.), Imyanitov, E.N. (Evgeny), Fox, S.B. (Stephen), Campbell, I. (Ian), Spurdle, A. (Amanda), Webb, P. (Penny), De Fazio, A. (Anna), Tassell, M. (Margaret), Kirk, J. (Judy), Lindeman, G.J. (Geoffrey), Price, M. (Melanie), Southey, M.C. (Melissa), Milne, R.L. (Roger), Deb, S. (Sid), Bowtell, D. (David), Hout, A.H. (Annemarie) van der, Ouweland, A.M.W. (Ans) van den, Mensenkamp, A.R. (Arjen R.), Deurzen, C.H.M. (Carolien) van, Kets, C.M. (Marleen), Seynaeve, C.M. (Caroline), van Asperen, C.J. (Christi J.), Aalfs, C.M. (Cora), Gómez Garcia, E.B. (Encarna B.), Leeuwen, F.E. (Flora) van, Bock, G.H. (Geertruida) de, Meijers-Heijboer, E.J. (Hanne), Obdeijn, A.I.M. (Inge-Marie), Gille, J.J.P. (J. J.P.), Oosterwijk, J.C. (Jan), Wijnen, J.T. (Juul), Kolk, L.E. (Lizet) van der, Hooning, M.J. (Maartje), Ausems, M.G.E.M. (Margreet), Mourits, M.J. (Marjan), Blok, M.J. (Marinus J.), Rookus, M.A. (Matti), van der Luijt, R.B. (Rob B.), Cronenburg, T.C.T.E.F. van, Pol, C. (Carmen) van der, Russell, N.S. (Nicola), Siesling, S. (Sabine), Overbeek, L.I.H. (Lucy), Wijnands, R. (R.), Lange, J.L. (J.) de, Clarke, C. (Christine), Graham, D. (Dinny), Sachchithananthan, M. (Mythily), Marsh, D. (Deborah), Scott, R.J. (Rodney), Baxter, R. (Robert), Yip, D. (Desmond), Carpenter, T.A. (Adrian), Davis, A. (Alison), Pathmanathan, N. (Nirmala), Simpson, P. (Peter), Jager, A. (Agnes), Jakubowska, A. (Anna), James, M. (Margaret), Jensen, U.B. (Uffe Birk), John, E.M. (Esther), Jones, M.E. (Michael E.), Kaaks, R. (Rudolf), Kapoor, P.M. (Pooja Middha), Karlan, B.Y. (Beth), Keeman, R. (Renske), Khusnutdinova, E.K. (Elza), Kiiski, J.I. (Johanna I.), Ko, Y.-D. (Yon-Dschun), Kosma, V.-M. (Veli-Matti), Kraft, P. (Peter), Kurian, A.W. (Allison W.), Laitman, Y. (Yael), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lester, J. (Jenny), Lesueur, F. (Fabienne), Lindstrom, T. (Tricia), Lopez-Fernández, A. (Adria), Loud, J.T. (Jennifer T.), Luccarini, C. (Craig), Mannermaa, A. (Arto), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martens, J.W.M. (John), Mebirouk, N. (Noura), Meindl, A. (Alfons), Miller, A. (Austin), Milne, R.L. (Roger L.), Montagna, M. (Marco), Nathanson, K.L. (Katherine), Floris, O.A.M., Nevanlinna, H. (Heli), Nielsen, F.C. (Finn C.), O’Brien, K.M. (Katie M.), Olopade, O.I. (Olofunmilayo), Olson, J.E. (Janet), Olsson, H. (Håkan), Osorio, A. (Ana), Ottini, L. (Laura), Park-Simon, T.-W. (Tjoung-Won), Parsons, M. (Marilyn), Pedersen, I.S. (Inge Sokilde), Peshkin, B. (Beth), Peterlongo, P. (Paolo), Peto, J. (Julian), Pharoah, P.D.P. (Paul), Phillips, K.-A. (Kelly-Anne), Polley, E.C. (Eric C.), Poppe, B. (Bruce), Presneau, N. (Nadege), Pujana, M.A. (Miquel Angel), Punie, K. (Kevin), Rantala, J. (Johanna), Rashid, M.U. (Muhammad), Rennert, G. (Gad), Rennert, H.S. (Hedy S.), Robson, M. (Mark), Romero, A. (Atocha), Rossing, M. (Maria), Saloustros, E. (Emmanouil), Sandler, D.P. (Dale P.), Santella, R.M. (Regina), Scheuner, M.T. (Maren T.), Schmidt, M.K. (Marjanka K.), Schmidt, G. (Gunnar), Scott, C. (Christopher), Sharma, P. (Priyanka), Soucy, P. (Penny), Southey, M.C. (Melissa C.), Spinelli, J.J. (John J.), Steinsnyder, Z. (Zoe), Stone, J. (Jennifer), Stoppa-Lyonnet, D. (Dominique), Swerdlow, A.J. (Anthony ), Tamimi, R. (Rulla), Tapper, W.J. (William J.), Taylor, J.A. (Jack A.), Terry, M.B. (Mary Beth), Teulé, A. (Alex), Thull, D.L. (Darcy L.), Tischkowitz, M. (Marc), Toland, A.E. (Amanda), Torres, D. (Diana), Trainer, A.H. (Alison H.), Truong, T. (Thérèse), Tung, N. (Nadine), Vachon, C. (Celine), Vega, A. (Ana), Joseph, V. (Vijai), Wang, Q. (Qin), Wappenschmidt, B. (Barbara), Weinberg, C.R. (Clarice R.), Weitzel, J.N. (Jeffrey), Wendt, C. (Camilla), Wolk, K. (Kerstin), Yadav, S. (Siddhartha), Yang, X.R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Zheng, W. (Wei), Ziogas, A. (Argyrios), Zorn, K.K. (Kristin K.), Park, S.K. (Sue K.), Thomassen, M. (Mads), Offit, K. (Kenneth), Schmutzler, R.K. (Rita), Couch, F.J. (Fergus), Simard, J. (Jacques), Chenevix-Trench, G. (Georgia), Adamo, P. (Pio) d', Andrieu, N. (Nadine), Antoniou, A.C. (Antonis C.), Coignard, J. (Juliette), Lush, M. (Michael), Beesley, J. (Jonathan), O’Mara, T.A. (Tracy A.), Dennis, J. (Joe), Tyrer, J.P. (Jonathan P.), Barnes, D. (Daniel), McGuffog, L. (Lesley), Leslie, G. (Goska), Bolla, M.K. (Manjeet K.), Adank, M.A. (Muriel), Agata, S. (Simona), Ahearn, T. (Thomas), Aittomäki, K. (Kristiina), Andrulis, I.L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Arnold, N. (Norbert), Aronson, K.J. (Kristan J.), Arun, B.K. (Banu), Augustinsson, A. (Annelie), Azzollini, J., Barrowdale, D. (Daniel), Baynes, C. (Caroline), Becher, H. (Heko), Bermisheva, M. (Marina), Bernstein, L. (Leslie), Białkowska, K. (Katarzyna), Blomqvist, C. (Carl), Bojesen, S.E. (Stig), Bonnani, B. (Bernardo), Borg, Å. (Åke), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Burwinkel, B. (Barbara), Buys, S.S. (Saundra S.), Caldes, T. (Trinidad), Caligo, M.A. (Maria A.), Campa, D. (Daniele), Carter, B.D. (Brian D.), Castelao, J.E. (Jose ), Chang-Claude, J. (Jenny), Chanock, S.J. (Stephen J.), Chung, W.K. (Wendy K.), Claes, K.B.M. (Kathleen B. M.), Clarke, C.L. (Christine L.), Bertrand, O. (Ophélie), Caputo, S. (Sandrine), Dupré, A. (Anaïs), Le Mentec, M. (Marine), Belotti, M. (Muriel), Birot, A.-M. (Anne-Marie), Buecher, B. (Bruno), Fourme, E. (Emmanuelle), Gauthier-Villars, M. (Marion), Golmard, L. (Lisa), Houdayer, C. (Claude), Moncoutier, V. (Virginie), de Pauw, A. (Antoine), Saule, C. (Claire), Sinilnikova, O. (Olga), Mazoyer, S. (Sylvie), Damiola, F. (Francesca), Barjhoux, L. (Laure), Verny-Pierre, C. (Carole), Léone, M. (Mélanie), Boutry-Kryza, N. (N.), Calender, A. (Alain), Giraud, S. (Sophie), Caron, O. (Olivier), Guillaud-Bataille, M. (Marine), Bressac-de Paillerets, B. (Brigitte), Bignon, Y.-J. (Yves-Jean), Uhrhammer, N. (Nancy), Lasset, C. (Christine), Bonadona, V. (Valérie), Berthet, P. (Pascaline), Vaur, D. (Dominique), Castera, L. (Laurent), Noguchi, T. (Tetsuro), Popovici, C. (Cornel), Sobol, H. (Hagay), Bourdon, V. (Violaine), Remenieras, A. (Audrey), Nogues, C. (Catherine), Coupier, I. (Isabelle), Pujol, P. (Pascal), Dumont, A. (Aurélie), Révillion, F. (Françoise), Adenis, C. (Claude), Muller, D.W. (Danièle), Barouk-Simonet, E. (Emmanuelle), Bonnet, F. (Françoise), Bubien, V. (Virginie), Sevenet, N. (Nicolas), Longy, M. (Michel), Toulas, C. (Christine), Guimbaud, R. (Rosine), Gladieff, L. (Laurence), Feillel, V. (Viviane), Leroux, D. (Dominique), Dreyfus, H. (Hélène), Rebischung, C. (Christine), Peysselon, M. (Magalie), Coron, F. (Fanny), Faivre, L. (Laurence), Baurand, A. (Amandine), Jacquot, C. (Caroline), Bertolone, G. (Geoffrey), Lizard, S. (Sarab), Prieur, F. (Fabienne), Lebrun, M. (Marine), Kientz, C. (Caroline), Ferrer, S.F., Mari, V. (Véronique), Vénat-Bouvet, L. (Laurence), Delnatte, C. (Capucine), Bézieau, S. (Stéphane), Mortemousque, I. (Isabelle), Coulet, F. (Florence), Colas, C. (Chrystelle), Soubrier, F. (Florent), Warcoin, M. (Mathilde), Sokolowska, J. (Johanna), Bronner, M. (Myriam), Collonge-Rame, M.-A., Damette, A. (Alexandre), Gesta, P. (Paul), Lallaoui, H. (Hakima), Chiesa, J. (Jean), Molina-Gomes, D. (Denise), Ingster, O. (Olivier), Gregory, H. (Helen), Miedzybrodzka, Z. (Zosia), Morrison, P.J. (Patrick J.), Ong, K.-R. (Kai-ren), Donaldson, A. (Alan), Rogers, M.T. (Mark), Kennedy, M.J. (M. John), Porteous, M.E. (Mary), Brewer, C. (Carole), Davidson, R. (Rosemarie), Izatt, L. (Louise), Brady, A. (A.), Barwell, J. (Julian), Adlard, J.W. (Julian), Foo, C. (Claire), Lalloo, F. (Fiona), Side, L.E. (Lucy E.), Eason, J. (Jacqueline), Henderson, A. (Alex), Walker, L. (Lisa), Eeles, R. (Rosalind), Cook, J. (Jackie), Snape, K. (Katie), Eccles, D. (Diana), Murray, A. (Alexandra), McCann, E. (Emma), Collée, J.M. (J. Margriet), Conroy, D.M. (Don M.), Czene, K. (Kamila), Daly, M.B. (Mary B.), Devilee, P. (Peter), Diez, O. (Orland), Ding, Y.C. (Yuan Chun), Domchek, S.M. (Susan), Dörk, T. (Thilo), Santos Silva, I. (Isabel) dos, Dunning, A.M. (Alison M.), Dwek, M. (Miriam), Eccles, D.M. (Diana M.), Eliassen, A.H. (A. Heather), Engel, C. (Christoph), Eriksson, M. (Mikael), Evans, D.G. (D. Gareth), Fasching, P.A. (Peter), Flyger, H. (Henrik), Fostira, F. (Florentia), Friedman, E. (Eitan), Fritschi, L. (Lin), Frost, D. (Debra), Gago-Dominguez, M. (Manuela), Gapstur, S.M. (Susan M.), Garber, J. (Judy), Garcia-Barberan, V. (Vanesa), García-Closas, M. (Montserrat), García-Sáenz, J.A. (José A.), Gaudet, M.M. (Mia M.), Gayther, S.A. (Simon), Gehrig, A. (Andrea), Georgoulias, V. (Vassilios), Giles, G.G. (Graham G.), Godwin, A.K. (Andrew K.), Goldberg, M.S. (Mark), Radice, P. (Paolo), González-Neira, A. (Anna), Greene, M.H. (Mark H.), Guénel, P. (Pascal), Haeberle, L. (Lothar), Hahnen, E. (Eric), Haiman, C.A. (Christopher), Håkansson, N. (Niclas), Hall, P. (Per), Hamann, U. (Ute), Harrington, P.A. (Patricia A.), Hart, S.N. (Steven N.), He, W. (Wei), Hogervorst, F.B.L. (Frans B. L.), Hollestelle, A. (Antoinette), Hopper, J.L. (John), Horcasitas, D.J. (Darling J.), Hulick, P.J. (Peter J.), Hunter, D.J. (David J.), Imyanitov, E.N. (Evgeny), Fox, S.B. (Stephen), Campbell, I. (Ian), Spurdle, A. (Amanda), Webb, P. (Penny), De Fazio, A. (Anna), Tassell, M. (Margaret), Kirk, J. (Judy), Lindeman, G.J. (Geoffrey), Price, M. (Melanie), Southey, M.C. (Melissa), Milne, R.L. (Roger), Deb, S. (Sid), Bowtell, D. (David), Hout, A.H. (Annemarie) van der, Ouweland, A.M.W. (Ans) van den, Mensenkamp, A.R. (Arjen R.), Deurzen, C.H.M. (Carolien) van, Kets, C.M. (Marleen), Seynaeve, C.M. (Caroline), van Asperen, C.J. (Christi J.), Aalfs, C.M. (Cora), Gómez Garcia, E.B. (Encarna B.), Leeuwen, F.E. (Flora) van, Bock, G.H. (Geertruida) de, Meijers-Heijboer, E.J. (Hanne), Obdeijn, A.I.M. (Inge-Marie), Gille, J.J.P. (J. J.P.), Oosterwijk, J.C. (Jan), Wijnen, J.T. (Juul), Kolk, L.E. (Lizet) van der, Hooning, M.J. (Maartje), Ausems, M.G.E.M. (Margreet), Mourits, M.J. (Marjan), Blok, M.J. (Marinus J.), Rookus, M.A. (Matti), van der Luijt, R.B. (Rob B.), Cronenburg, T.C.T.E.F. van, Pol, C. (Carmen) van der, Russell, N.S. (Nicola), Siesling, S. (Sabine), Overbeek, L.I.H. (Lucy), Wijnands, R. (R.), Lange, J.L. (J.) de, Clarke, C. (Christine), Graham, D. (Dinny), Sachchithananthan, M. (Mythily), Marsh, D. (Deborah), Scott, R.J. (Rodney), Baxter, R. (Robert), Yip, D. (Desmond), Carpenter, T.A. (Adrian), Davis, A. (Alison), Pathmanathan, N. (Nirmala), Simpson, P. (Peter), Jager, A. (Agnes), Jakubowska, A. (Anna), James, M. (Margaret), Jensen, U.B. (Uffe Birk), John, E.M. (Esther), Jones, M.E. (Michael E.), Kaaks, R. (Rudolf), Kapoor, P.M. (Pooja Middha), Karlan, B.Y. (Beth), Keeman, R. (Renske), Khusnutdinova, E.K. (Elza), Kiiski, J.I. (Johanna I.), Ko, Y.-D. (Yon-Dschun), Kosma, V.-M. (Veli-Matti), Kraft, P. (Peter), Kurian, A.W. (Allison W.), Laitman, Y. (Yael), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lester, J. (Jenny), Lesueur, F. (Fabienne), Lindstrom, T. (Tricia), Lopez-Fernández, A. (Adria), Loud, J.T. (Jennifer T.), Luccarini, C. (Craig), Mannermaa, A. (Arto), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martens, J.W.M. (John), Mebirouk, N. (Noura), Meindl, A. (Alfons), Miller, A. (Austin), Milne, R.L. (Roger L.), Montagna, M. (Marco), Nathanson, K.L. (Katherine), Floris, O.A.M., Nevanlinna, H. (Heli), Nielsen, F.C. (Finn C.), O’Brien, K.M. (Katie M.), Olopade, O.I. (Olofunmilayo), Olson, J.E. (Janet), Olsson, H. (Håkan), Osorio, A. (Ana), Ottini, L. (Laura), Park-Simon, T.-W. (Tjoung-Won), Parsons, M. (Marilyn), Pedersen, I.S. (Inge Sokilde), Peshkin, B. (Beth), Peterlongo, P. (Paolo), Peto, J. (Julian), Pharoah, P.D.P. (Paul), Phillips, K.-A. (Kelly-Anne), Polley, E.C. (Eric C.), Poppe, B. (Bruce), Presneau, N. (Nadege), Pujana, M.A. (Miquel Angel), Punie, K. (Kevin), Rantala, J. (Johanna), Rashid, M.U. (Muhammad), Rennert, G. (Gad), Rennert, H.S. (Hedy S.), Robson, M. (Mark), Romero, A. (Atocha), Rossing, M. (Maria), Saloustros, E. (Emmanouil), Sandler, D.P. (Dale P.), Santella, R.M. (Regina), Scheuner, M.T. (Maren T.), Schmidt, M.K. (Marjanka K.), Schmidt, G. (Gunnar), Scott, C. (Christopher), Sharma, P. (Priyanka), Soucy, P. (Penny), Southey, M.C. (Melissa C.), Spinelli, J.J. (John J.), Steinsnyder, Z. (Zoe), Stone, J. (Jennifer), Stoppa-Lyonnet, D. (Dominique), Swerdlow, A.J. (Anthony ), Tamimi, R. (Rulla), Tapper, W.J. (William J.), Taylor, J.A. (Jack A.), Terry, M.B. (Mary Beth), Teulé, A. (Alex), Thull, D.L. (Darcy L.), Tischkowitz, M. (Marc), Toland, A.E. (Amanda), Torres, D. (Diana), Trainer, A.H. (Alison H.), Truong, T. (Thérèse), Tung, N. (Nadine), Vachon, C. (Celine), Vega, A. (Ana), Joseph, V. (Vijai), Wang, Q. (Qin), Wappenschmidt, B. (Barbara), Weinberg, C.R. (Clarice R.), Weitzel, J.N. (Jeffrey), Wendt, C. (Camilla), Wolk, K. (Kerstin), Yadav, S. (Siddhartha), Yang, X.R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Zheng, W. (Wei), Ziogas, A. (Argyrios), Zorn, K.K. (Kristin K.), Park, S.K. (Sue K.), Thomassen, M. (Mads), Offit, K. (Kenneth), Schmutzler, R.K. (Rita), Couch, F.J. (Fergus), Simard, J. (Jacques), Chenevix-Trench, G. (Georgia), Adamo, P. (Pio) d', Andrieu, N. (Nadine), and Antoniou, A.C. (Antonis C.)

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.

Published
2021
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49. Author Correction: A case-only study to identify genetic modifiers of breast cancer risk for BRCA1/BRCA2 mutation carriers (Nature Communications, (2021), 12, 1, (1078), 10.1038/s41467-020-20496-3).

Author

Coignard J., Lush M., Beesley J., O'Mara T.A., Dennis J., Tyrer J.P., Barnes D.R., McGuffog L., Leslie G., Bolla M.K., Agata S., Ahearn T., Aittomaki K., Andrulis I.L., Anton-Culver H., Arndt V., Arnold N., Aronson K.J., Arun B.K., Augustinsson A., Azzollini J., Barrowdale D., Baynes C., Becher H., Bermisheva M., Bernstein L., Bialkowska K., Blomqvist C., Bojesen S.E., Bonanni B., Borg A., Brauch H., Brenner H., Burwinkel B., Buys S.S., Caldes T., Caligo M.A., Campa D., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Chung W.K., Claes K.B.M., Clarke C.L., Bertrand O., Caputo S., Dupre A., Le Mentec M., Belotti M., Birot A.-M., Buecher B., Fourme E., Gauthier-Villars M., Golmard L., Houdayer C., Moncoutier V., de Pauw A., Saule C., Sinilnikova O., Mazoyer S., Damiola F., Barjhoux L., Verny-Pierre C., Leone M., Boutry-Kryza N., Calender A., Giraud S., Caron O., Guillaud-Bataille M., Bressac-de-Paillerets B., Bignon Y.-J., Uhrhammer N., Lasset C., Bonadona V., Berthet P., Vaur D., Castera L., Popovici C., Sobol H., Bourdon V., Noguchi T., Remenieras A., Nogues C., Coupier I., Pujol P., Dumont A., Revillion F., Adenis C., Muller D., Barouk-Simonet E., Bonnet F., Bubien V., Sevenet N., Longy M., Toulas C., Guimbaud R., Gladieff L., Feillel V., Leroux D., Dreyfus H., Rebischung C., Peysselon M., Coron F., Faivre L., Baurand A., Jacquot C., Bertolone G., Lizard S., Prieur F., Lebrun M., Kientz C., Ferrer S.F., Mari V., Venat-Bouvet L., Delnatte C., Bezieau S., Mortemousque I., Coulet F., Colas C., Soubrier F., Warcoin M., Sokolowska J., Bronner M., Collonge-Rame M.-A., Damette A., Gesta P., Lallaoui H., Chiesa J., Molina-Gomes D., Ingster O., Gregory H., Miedzybrodzka Z., Morrison P.J., Ong K.-R., Donaldson A., Rogers M.T., Kennedy M.J., Porteous M.E., Brewer C., Davidson R., Izatt L., Brady A., Barwell J., Adlard J., Foo C., Lalloo F., Side L.E., Eason J., Henderson A., Walker L., Eeles R.A., Cook J., Snape K., Eccles D., Murray A., McCann E., Conroy D.M., Czene K., Daly M.B., Devilee P., Diez O., Ding Y.C., Domchek S.M., Dork T., dos-Santos-Silva I., Dunning A.M., Dwek M., Eccles D.M., Eliassen A.H., Engel C., Eriksson M., Evans D.G., Fasching P.A., Flyger H., Fostira F., Friedman E., Fritschi L., Frost D., Gago-Dominguez M., Gapstur S.M., Garber J., Garcia-Barberan V., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Gayther S.A., Gehrig A., Georgoulias V., Giles G.G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Guenel P., Haeberle L., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hart S.N., He W., Hogervorst F.B.L., Hollestelle A., Hopper J.L., Horcasitas D.J., Hulick P.J., Hunter D.J., Imyanitov E.N., Fox S., Campbell I., Spurdle A., Webb P., de Fazio A., Tassell M., Kirk J., Lindeman G., Price M., Southey M., Milne R., Deb S., Bowtell D., van der Hout A.H., van den Ouweland A.M.W., Mensenkamp A.R., van Deurzen C.H.M., Kets C.M., Seynaeve C., van Asperen C.J., Aalfs C.M., Gomez Garcia E.B., van Leeuwen F.E., de Bock G.H., Meijers-Heijboer H.E.J., Obdeijn I.M., Collee J.M., Gille J.J.P., Oosterwijk J.C., Wijnen J.T., van der Kolk L.E., Hooning M.J., Ausems M.G.E.M., Mourits M.J.E., Blok M.J., Rookus M.A., Adank M.A., van der Luijt R.B., van Cronenburg T.C.T.E.F., van der Pol C.C., Russell N.S., Siesling S., Overbeek L., Wijnands R., de Lange J.L., Clarke C., Graham D., Sachchithananthan M., Marsh D., Scott R., Baxter R., Yip D., Carpenter J., Davis A., Pathmanathan N., Simpson P., Jager A., Jakubowska A., James P.A., Jensen U.B., John E.M., Jones M.E., Kaaks R., Kapoor P.M., Karlan B.Y., Keeman R., Khusnutdinova E., Kiiski J.I., Ko Y.-D., Kosma V.-M., Kraft P., Kurian A.W., Laitman Y., Lambrechts D., Le Marchand L., Lester J., Lesueur F., Lindstrom T., Lopez-Fernandez A., Loud J.T., Luccarini C., Mannermaa A., Manoukian S., Margolin S., Martens J.W.M., Mebirouk N., Meindl A., Miller A., Milne R.L., Montagna M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nielsen F.C., O'Brien K.M., Olopade O.I., Olson J.E., Olsson H., Osorio A., Ottini L., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peshkin B., Peterlongo P., Peto J., Pharoah P.D.P., Phillips K.-A., Polley E.C., Poppe B., Presneau N., Pujana M.A., Punie K., Radice P., Rantala J., Rashid M.U., Rennert G., Rennert H.S., Robson M., Romero A., Rossing M., Saloustros E., Sandler D.P., Santella R., Scheuner M.T., Schmidt M.K., Schmidt G., Scott C., Sharma P., Soucy P., Southey M.C., Spinelli J.J., Steinsnyder Z., Stone J., Stoppa-Lyonnet D., Swerdlow A., Tamimi R.M., Tapper W.J., Taylor J.A., Terry M.B., Teule A., Thull D.L., Tischkowitz M., Toland A.E., Torres D., Trainer A.H., Truong T., Tung N., Vachon C.M., Vega A., Vijai J., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Wolk A., Yadav S., Yang X.R., Yannoukakos D., Zheng W., Ziogas A., Zorn K.K., Park S.K., Thomassen M., Offit K., Schmutzler R.K., Couch F.J., Simard J., Chenevix-Trench G., Easton D.F., Andrieu N., Antoniou A.C., Coignard J., Lush M., Beesley J., O'Mara T.A., Dennis J., Tyrer J.P., Barnes D.R., McGuffog L., Leslie G., Bolla M.K., Agata S., Ahearn T., Aittomaki K., Andrulis I.L., Anton-Culver H., Arndt V., Arnold N., Aronson K.J., Arun B.K., Augustinsson A., Azzollini J., Barrowdale D., Baynes C., Becher H., Bermisheva M., Bernstein L., Bialkowska K., Blomqvist C., Bojesen S.E., Bonanni B., Borg A., Brauch H., Brenner H., Burwinkel B., Buys S.S., Caldes T., Caligo M.A., Campa D., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Chung W.K., Claes K.B.M., Clarke C.L., Bertrand O., Caputo S., Dupre A., Le Mentec M., Belotti M., Birot A.-M., Buecher B., Fourme E., Gauthier-Villars M., Golmard L., Houdayer C., Moncoutier V., de Pauw A., Saule C., Sinilnikova O., Mazoyer S., Damiola F., Barjhoux L., Verny-Pierre C., Leone M., Boutry-Kryza N., Calender A., Giraud S., Caron O., Guillaud-Bataille M., Bressac-de-Paillerets B., Bignon Y.-J., Uhrhammer N., Lasset C., Bonadona V., Berthet P., Vaur D., Castera L., Popovici C., Sobol H., Bourdon V., Noguchi T., Remenieras A., Nogues C., Coupier I., Pujol P., Dumont A., Revillion F., Adenis C., Muller D., Barouk-Simonet E., Bonnet F., Bubien V., Sevenet N., Longy M., Toulas C., Guimbaud R., Gladieff L., Feillel V., Leroux D., Dreyfus H., Rebischung C., Peysselon M., Coron F., Faivre L., Baurand A., Jacquot C., Bertolone G., Lizard S., Prieur F., Lebrun M., Kientz C., Ferrer S.F., Mari V., Venat-Bouvet L., Delnatte C., Bezieau S., Mortemousque I., Coulet F., Colas C., Soubrier F., Warcoin M., Sokolowska J., Bronner M., Collonge-Rame M.-A., Damette A., Gesta P., Lallaoui H., Chiesa J., Molina-Gomes D., Ingster O., Gregory H., Miedzybrodzka Z., Morrison P.J., Ong K.-R., Donaldson A., Rogers M.T., Kennedy M.J., Porteous M.E., Brewer C., Davidson R., Izatt L., Brady A., Barwell J., Adlard J., Foo C., Lalloo F., Side L.E., Eason J., Henderson A., Walker L., Eeles R.A., Cook J., Snape K., Eccles D., Murray A., McCann E., Conroy D.M., Czene K., Daly M.B., Devilee P., Diez O., Ding Y.C., Domchek S.M., Dork T., dos-Santos-Silva I., Dunning A.M., Dwek M., Eccles D.M., Eliassen A.H., Engel C., Eriksson M., Evans D.G., Fasching P.A., Flyger H., Fostira F., Friedman E., Fritschi L., Frost D., Gago-Dominguez M., Gapstur S.M., Garber J., Garcia-Barberan V., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Gayther S.A., Gehrig A., Georgoulias V., Giles G.G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Guenel P., Haeberle L., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hart S.N., He W., Hogervorst F.B.L., Hollestelle A., Hopper J.L., Horcasitas D.J., Hulick P.J., Hunter D.J., Imyanitov E.N., Fox S., Campbell I., Spurdle A., Webb P., de Fazio A., Tassell M., Kirk J., Lindeman G., Price M., Southey M., Milne R., Deb S., Bowtell D., van der Hout A.H., van den Ouweland A.M.W., Mensenkamp A.R., van Deurzen C.H.M., Kets C.M., Seynaeve C., van Asperen C.J., Aalfs C.M., Gomez Garcia E.B., van Leeuwen F.E., de Bock G.H., Meijers-Heijboer H.E.J., Obdeijn I.M., Collee J.M., Gille J.J.P., Oosterwijk J.C., Wijnen J.T., van der Kolk L.E., Hooning M.J., Ausems M.G.E.M., Mourits M.J.E., Blok M.J., Rookus M.A., Adank M.A., van der Luijt R.B., van Cronenburg T.C.T.E.F., van der Pol C.C., Russell N.S., Siesling S., Overbeek L., Wijnands R., de Lange J.L., Clarke C., Graham D., Sachchithananthan M., Marsh D., Scott R., Baxter R., Yip D., Carpenter J., Davis A., Pathmanathan N., Simpson P., Jager A., Jakubowska A., James P.A., Jensen U.B., John E.M., Jones M.E., Kaaks R., Kapoor P.M., Karlan B.Y., Keeman R., Khusnutdinova E., Kiiski J.I., Ko Y.-D., Kosma V.-M., Kraft P., Kurian A.W., Laitman Y., Lambrechts D., Le Marchand L., Lester J., Lesueur F., Lindstrom T., Lopez-Fernandez A., Loud J.T., Luccarini C., Mannermaa A., Manoukian S., Margolin S., Martens J.W.M., Mebirouk N., Meindl A., Miller A., Milne R.L., Montagna M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nielsen F.C., O'Brien K.M., Olopade O.I., Olson J.E., Olsson H., Osorio A., Ottini L., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peshkin B., Peterlongo P., Peto J., Pharoah P.D.P., Phillips K.-A., Polley E.C., Poppe B., Presneau N., Pujana M.A., Punie K., Radice P., Rantala J., Rashid M.U., Rennert G., Rennert H.S., Robson M., Romero A., Rossing M., Saloustros E., Sandler D.P., Santella R., Scheuner M.T., Schmidt M.K., Schmidt G., Scott C., Sharma P., Soucy P., Southey M.C., Spinelli J.J., Steinsnyder Z., Stone J., Stoppa-Lyonnet D., Swerdlow A., Tamimi R.M., Tapper W.J., Taylor J.A., Terry M.B., Teule A., Thull D.L., Tischkowitz M., Toland A.E., Torres D., Trainer A.H., Truong T., Tung N., Vachon C.M., Vega A., Vijai J., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Wolk A., Yadav S., Yang X.R., Yannoukakos D., Zheng W., Ziogas A., Zorn K.K., Park S.K., Thomassen M., Offit K., Schmutzler R.K., Couch F.J., Simard J., Chenevix-Trench G., Easton D.F., Andrieu N., and Antoniou A.C.

Abstract

The original version of this Article contained an error in the spelling of the author Heiko Becher, which was incorrectly given as Heko Becher. This has now been corrected in both the PDF and HTML versions of the Article.Copyright © 2021, The Author(s).

Published
2021

50. Polygenic risk scores and breast and epithelial ovarian cancer risks for carriers of BRCA1 and BRCA2 pathogenic variants.

Author

Gesta P., Mulligan A.M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Niederacher D., Nielsen F.C., Nikitina-Zake L., Nogues C., Olah E., Olopade O.I., Ong K.-R., O'Shaughnessy-Kirwan A., Osorio A., Ott C.-E., Papi L., Park S.K., Parsons M.T., Pedersen I.S., Peissel B., Peixoto A., Peterlongo P., Pfeiler G., Phillips K.-A., Prajzendanc K., Pujana M.A., Radice P., Ramser J., Ramus S.J., Rantala J., Rennert G., Risch H.A., Robson M., Ronlund K., Salani R., Schuster H., Senter L., Shah P.D., Sharma P., Side L.E., Singer C.F., Slavin T.P., Soucy P., Southey M.C., Spurdle A.B., Steinemann D., Steinsnyder Z., Stoppa-Lyonnet D., Sutter C., Tan Y.Y., Teixeira M.R., Teo S.H., Thull D.L., Tischkowitz M., Tognazzo S., Toland A.E., Trainer A.H., Tung N., van Engelen K., van Rensburg E.J., Vega A., Vierstraete J., Wagner G., Walker L., Wang-Gohrke S., Wappenschmidt B., Weitzel J.N., Yadav S., Yang X., Yannoukakos D., Zimbalatti D., Offit K., Thomassen M., Couch F.J., Schmutzler R.K., Simard J., Easton D.F., Antoniou A.C., GEMO Study Collaborators, EMBRACE Collaborators, kConFab Investigators, HEBON Investigators, GENEPSO Investigators, Barnes D.R., Rookus M.A., McGuffog L., Leslie G., Mooij T.M., Dennis J., Mavaddat N., Aittomaki K., Andrulis I.L., Arnold N., Arun B.K., Azzollini J., Balmana J., Barkardottir R.B., Benitez J., Bialkowska K., Blanco A.M., Blok M.J., Bonanni B., Boonen S.E., Borg A., Bozsik A., Bradbury A.R., Brunet J., Buys S.S., Caldes T., Caligo M.A., Campbell I., Christensen L.L., Chung W.K., Claes K.B.M., Berthet P., Colas C., Adlard J., Ahmed M., Antoniou A., Barrowdale D., Brennan P., Brewer C., Easton D., Evans D.G., Side L., Collonge-Rame M.-A., Cook J., Daly M.B., Davidson R., de la Hoya M., de Putter R., Delnatte C., Diez O., Ding Y.C., Domchek S.M., Dorfling C.M., Dumont M., Eeles R., Ejlertsen B., Engel C., Faivre L., Foretova L., Fostira F., Friedlander M., Friedman E., Frost D., Ganz P.A., Garber J., Gehrig A., Gerdes A.-M., Giraud S., Glendon G., Godwin A.K., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Gschwantler-Kaulich D., Hahnen E., Hamann U., Hanson H., Hentschel J., Hogervorst F.B.L., Hooning M.J., Horvath J., Hu C., Hulick P.J., Imyanitov E.N., Chenevix-Trench G., Spurdle A., Blok M., Devilee P., Hogervorst F., Hooning M., Mensenkamp A., Meijers-Heijboer H., Rookus M., Engelen K., Andrieu N., Isaacs C., Izatt L., Izquierdo A., Jakubowska A., James P.A., Janavicius R., John E.M., Joseph V., Karlan B.Y., Kast K., Koudijs M., Kruse T.A., Kwong A., Laitman Y., Lasset C., Lazaro C., Lester J., Lesueur F., Liljegren A., Loud J.T., Lubinski J., Mai P.L., Manoukian S., Mari V., Mebirouk N., Meijers-Heijboer H.E.J., Meindl A., Mensenkamp A.R., Miller A., Montagna M., Mouret-Fourme E., Mukherjee S., Gesta P., Mulligan A.M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Niederacher D., Nielsen F.C., Nikitina-Zake L., Nogues C., Olah E., Olopade O.I., Ong K.-R., O'Shaughnessy-Kirwan A., Osorio A., Ott C.-E., Papi L., Park S.K., Parsons M.T., Pedersen I.S., Peissel B., Peixoto A., Peterlongo P., Pfeiler G., Phillips K.-A., Prajzendanc K., Pujana M.A., Radice P., Ramser J., Ramus S.J., Rantala J., Rennert G., Risch H.A., Robson M., Ronlund K., Salani R., Schuster H., Senter L., Shah P.D., Sharma P., Side L.E., Singer C.F., Slavin T.P., Soucy P., Southey M.C., Spurdle A.B., Steinemann D., Steinsnyder Z., Stoppa-Lyonnet D., Sutter C., Tan Y.Y., Teixeira M.R., Teo S.H., Thull D.L., Tischkowitz M., Tognazzo S., Toland A.E., Trainer A.H., Tung N., van Engelen K., van Rensburg E.J., Vega A., Vierstraete J., Wagner G., Walker L., Wang-Gohrke S., Wappenschmidt B., Weitzel J.N., Yadav S., Yang X., Yannoukakos D., Zimbalatti D., Offit K., Thomassen M., Couch F.J., Schmutzler R.K., Simard J., Easton D.F., Antoniou A.C., GEMO Study Collaborators, EMBRACE Collaborators, kConFab Investigators, HEBON Investigators, GENEPSO Investigators, Barnes D.R., Rookus M.A., McGuffog L., Leslie G., Mooij T.M., Dennis J., Mavaddat N., Aittomaki K., Andrulis I.L., Arnold N., Arun B.K., Azzollini J., Balmana J., Barkardottir R.B., Benitez J., Bialkowska K., Blanco A.M., Blok M.J., Bonanni B., Boonen S.E., Borg A., Bozsik A., Bradbury A.R., Brunet J., Buys S.S., Caldes T., Caligo M.A., Campbell I., Christensen L.L., Chung W.K., Claes K.B.M., Berthet P., Colas C., Adlard J., Ahmed M., Antoniou A., Barrowdale D., Brennan P., Brewer C., Easton D., Evans D.G., Side L., Collonge-Rame M.-A., Cook J., Daly M.B., Davidson R., de la Hoya M., de Putter R., Delnatte C., Diez O., Ding Y.C., Domchek S.M., Dorfling C.M., Dumont M., Eeles R., Ejlertsen B., Engel C., Faivre L., Foretova L., Fostira F., Friedlander M., Friedman E., Frost D., Ganz P.A., Garber J., Gehrig A., Gerdes A.-M., Giraud S., Glendon G., Godwin A.K., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Gschwantler-Kaulich D., Hahnen E., Hamann U., Hanson H., Hentschel J., Hogervorst F.B.L., Hooning M.J., Horvath J., Hu C., Hulick P.J., Imyanitov E.N., Chenevix-Trench G., Spurdle A., Blok M., Devilee P., Hogervorst F., Hooning M., Mensenkamp A., Meijers-Heijboer H., Rookus M., Engelen K., Andrieu N., Isaacs C., Izatt L., Izquierdo A., Jakubowska A., James P.A., Janavicius R., John E.M., Joseph V., Karlan B.Y., Kast K., Koudijs M., Kruse T.A., Kwong A., Laitman Y., Lasset C., Lazaro C., Lester J., Lesueur F., Liljegren A., Loud J.T., Lubinski J., Mai P.L., Manoukian S., Mari V., Mebirouk N., Meijers-Heijboer H.E.J., Meindl A., Mensenkamp A.R., Miller A., Montagna M., Mouret-Fourme E., and Mukherjee S.

Abstract

Purpose: We assessed the associations between population-based polygenic risk scores (PRS) for breast (BC) or epithelial ovarian cancer (EOC) with cancer risks for BRCA1 and BRCA2 pathogenic variant carriers. Method(s): Retrospective cohort data on 18,935 BRCA1 and 12,339 BRCA2 female pathogenic variant carriers of European ancestry were available. Three versions of a 313 single-nucleotide polymorphism (SNP) BC PRS were evaluated based on whether they predict overall, estrogen receptor (ER)-negative, or ER-positive BC, and two PRS for overall or high-grade serous EOC. Associations were validated in a prospective cohort. Result(s): The ER-negative PRS showed the strongest association with BC risk for BRCA1 carriers (hazard ratio [HR] per standard deviation = 1.29 [95% CI 1.25-1.33], P = 3x10-72). For BRCA2, the strongest association was with overall BC PRS (HR = 1.31 [95% CI 1.27-1.36], P = 7x10-50). HR estimates decreased significantly with age and there was evidence for differences in associations by predicted variant effects on protein expression. The HR estimates were smaller than general population estimates. The high-grade serous PRS yielded the strongest associations with EOC risk for BRCA1 (HR = 1.32 [95% CI 1.25-1.40], P = 3x10-22) and BRCA2 (HR = 1.44 [95% CI 1.30-1.60], P = 4x10-12) carriers. The associations in the prospective cohort were similar. Conclusion(s): Population-based PRS are strongly associated with BC and EOC risks for BRCA1/2 carriers and predict substantial absolute risk differences for women at PRS distribution extremes.Copyright © 2020, The Author(s).

Published
2021

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