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2. Fine-mapping of 150 breast cancer risk regions identifies 191 likely target genes

Author

Fachal, L., Aschard, H., Beesley, J., Barnes, D.R., Allen, J., Kar, S., Pooley, K.A., Dennis, J., Michailidou, K., Turman, C., Soucy, P., Lemaçon, A., Lush, M., Tyrer, J.P., Ghoussaini, M., Marjaneh, M.M., Jiang, X., Agata, S., Aittomäki, K., Alonso, M.R., Andrulis, I.L., Anton-Culver, H., Antonenkova, N.N., Arason, A., Arndt, V., Aronson, K.J., Arun, B.K., Auber, B., Auer, P.L., Azzollini, J., Balmaña, J., Barkardottir, R.B., Barrowdale, D., Beeghly-Fadiel, A., Benitez, J., Bermisheva, M., Białkowska, K., Blanco, A.M., Blomqvist, C., Blot, W., Bogdanova, N.V., Bojesen, S.E., Bolla, M.K., Bonanni, B., Borg, A., Bosse, K., Brauch, H., Brenner, H., Briceno, I., Brock, I.W., Brooks-Wilson, A., Brüning, T., Burwinkel, B., Buys, S.S., Cai, Q., Caldés, T., Caligo, M.A., Camp, N.J., Campbell, I., Canzian, F., Carroll, J.S., Carter, B.D., Castelao, J.E., Chiquette, J., Christiansen, H., Chung, W.K., Claes, K.B.M., Clarke, C.L., Mari, V., Berthet, P., Castera, L., Vaur, D., Lallaoui, H., Bignon, Y.-J., Uhrhammer, N., Bonadona, V., Lasset, C., Révillion, F., Vennin, P., Muller, D., Gomes, D.M., Ingster, O., Coupier, I., Pujol, P., Collonge-Rame, M.-A., Mortemousque, I., Bera, O., Rose, M., Baurand, A., Bertolone, G., Faivre, L., Dreyfus, H., Leroux, D., Venat-Bouvet, L., Bézieau, S., Delnatte, C., Chiesa, J., Gilbert-Dussardier, B., Gesta, P., Prieur, F.P., Bronner, M., Sokolowska, J., Coulet, F., Boutry-Kryza, N., Calender, A., Giraud, S., Leone, M., Fert-Ferrer, S., Stoppa-Lyonnet, D., Jiao, Y., Lesueur, F.L., Mebirouk, N., Barouk-Simonet, E., Bubien, V., Longy, M., Sevenet, N., Gladieff, L., Toulas, C., Reimineras, A., Sobol, H., Paillerets, B.B.-D., Cabaret, O., Caron, O., Guillaud-Bataille, M., Rouleau, E., Belotti, M., Buecher, B., Caputo, S., Colas, C., Pauw, A.D., Fourme, E., Gauthier-Villars, M., Golmard, L., Moncoutier, V., Saule, C., Donaldson, A., Murray, A., Brady, A., Brewer, C., Pottinger, C., Miller, C., Gallagher, D., Gregory, H., Cook, J., Eason, J., Adlard, J., Barwell, J., Ong, K.-R., Snape, K., Walker, L., Izatt, L., Side, L., Tischkowitz, M., Rogers, M.T., Porteous, M.E., Ahmed, M., Morrison, P.J., Brennan, P., Eeles, R., Davidson, R., Collée, M., Cornelissen, S., Couch, F.J., Cox, A., Cross, S.S., Cybulski, C., Czene, K., Daly, M.B., de la Hoya, M., Devilee, P., Diez, O., Ding, Y.C., Dite, G.S., Domchek, S.M., Dörk, T., dos-Santos-Silva, I., Droit, A., Dubois, S., Dumont, M., Duran, M., Durcan, L., Dwek, M., Eccles, D.M., Engel, C., Eriksson, M., Evans, D.G., Fasching, P.A., Fletcher, O., Floris, G., Flyger, H., Foretova, L., Foulkes, W.D., Friedman, E., Fritschi, L., Frost, D., Gabrielson, M., Gago-Dominguez, M., Gambino, G., Ganz, P.A., Gapstur, S.M., Garber, J., García-Sáenz, J.A., Gaudet, M.M., Georgoulias, V., Giles, G., Glendon, G., Godwin, A.K., Goldberg, M.S., Goldgar, D.E., González-Neira, A., Tibiletti, M.G., Greene, M.H., Grip, M., Gronwald, J., Grundy, A., Guénel, P., Hahnen, E., Haiman, C.A., Håkansson, N., Hall, P., Hamann, U., Harrington, P.A., Hartikainen, J.M., Hartman, M., He, W., Healey, C.S., Heemskerk-Gerritsen, B.A.M., Heyworth, J., Hillemanns, P., Hogervorst, F.B.L., Hollestelle, A., Hooning, M., Hopper, J., Howell, A., Huang, G., Hulick, P.J., Imyanitov, E.N., Sexton, A., Christian, A., Trainer, A., Spigelman, A., Fellows, A., Shelling, A., Fazio, A.D., Blackburn, A., Crook, A., Meiser, B., Patterson, B., Clarke, C., Saunders, C., Hunt, C., Scott, C., Amor, D., Marsh, D., Edkins, E., Salisbury, E., Haan, E., Neidermayr, E., Macrea, F., Farshid, G., Lindeman, G., Chenevix-Trench, G., Mann, G., Gill, G., Thorne, H., Hickie, I., Winship, I., Flanagan, J., Kollias, J., Visvader, J., Stone, J., Taylor, J., Burke, J., Saunus, J., Forbes, J., Kirk, J., French, J., Tucker, K., Wu, K., Phillips, K., Lipton, L., Andrews, L., Lobb, L., Kentwell, M., Spurdle, M., Cummings, M., Gleeson, M., Harris, M., Jenkins, M., Young, M.A., Delatycki, M., Wallis, M., Burgess, M., Price, M., Brown, M., Southey, M., Bogwitz, M., Field, M., Friedlander, M., Gattas, M., Saleh, M., Hayward, N., Pachter, N., Cohen, P., Duijf, P., James, P., Simpson, P., Fong, P., Butow, P., Williams, R., Kefford, R., Scott, R., Milne, R.L., Balleine, R., Dawson, S.–J., Lok, S., O’Connell, S., Greening, S., Nightingale, S., Edwards, S., Fox, S., McLachlan, S.-A., Lakhani, S., Antill, Y., Aalfs, C., Meijers-Heijboer, H., van Engelen, K., Gille, H., Boere, I., van Deurzen, C., Obdeijn, I.-M., van den Ouweland, A., Seynaeve, C., Siesling, S., Verloop, J., van Asperen, C.J., van Cronenburg, T., Blok, R., de Boer, M., Garcia, E.G., Adank, M., Hogervorst, F., Jenner, D., van Leeuwen, F., Rookus, M., Russell, N., Schmidt, M., van den Belt-Dusebout, S., Kets, C., Mensenkamp, A., de Bock, T., van der Hout, A., Mourits, M., Oosterwijk, J., Ausems, M., Koudijs, M., Baxter, R., Yip, D., Carpenter, J., Davis, A., Pathmanathan, N., Graham, D., Sachchithananthan, M., Isaacs, C., Iwasaki, M., Jager, A., Jakimovska, M., Jakubowska, A., James, P.A., Janavicius, R., Jankowitz, R.C., John, E.M., Johnson, N., Jones, M.E., Jukkola-Vuorinen, A., Jung, A., Kaaks, R., Kang, D., Kapoor, P.M., Karlan, B.Y., Keeman, R., Kerin, M.J., Khusnutdinova, E., Kiiski, J.I., Kitahara, C.M., Ko, Y.-D., Konstantopoulou, I., Kosma, V.-M., Koutros, S., Kubelka-Sabit, K., Kwong, A., Kyriacou, K., Laitman, Y., Lambrechts, D., Lee, E., Leslie, G., Lester, J., Lesueur, F., Lindblom, A., Lo, W.-Y., Long, J., Lophatananon, A., Loud, J.T., Lubiński, J., MacInnis, R.J., Maishman, T., Makalic, E., Mannermaa, A., Manoochehri, M., Manoukian, S., Margolin, S., Martinez, M.E., Matsuo, K., Maurer, T., Mavroudis, D., Mayes, R., McGuffog, L., McLean, C., Meindl, A., Miller, A., Miller, N., Montagna, M., Moreno, F., Muir, K., Mulligan, A.M., Muñoz-Garzon, V.M., Muranen, T.A., Narod, S.A., Nassir, R., Nathanson, K.L., Neuhausen, S.L., Nevanlinna, H., Neven, P., Nielsen, F.C., Nikitina-Zake, L., Norman, A., Offit, K., Olah, E., Olopade, O.I., Olsson, H., Orr, N., Osorio, A., Pankratz, V.S., Papp, J., Park, S.K., Park-Simon, T.-W., Parsons, M.T., Paul, J., Pedersen, I.S., Peissel, B., Peshkin, B., Peterlongo, P., Peto, J., Plaseska-Karanfilska, D., Prajzendanc, K., Prentice, R., Presneau, N., Prokofyeva, D., Pujana, M.A., Pylkäs, K., Radice, P., Ramus, S.J., Rantala, J., Rau-Murthy, R., Rennert, G., Risch, H.A., Robson, M., Romero, A., Rossing, M., Saloustros, E., Sánchez-Herrero, E., Sandler, D.P., Santamariña, M., Sawyer, E.J., Scheuner, M.T., Schmidt, D.F., Schmutzler, R.K., Schneeweiss, A., Schoemaker, M.J., Schöttker, B., Schürmann, P., Scott, R.J., Senter, L., Seynaeve, C.M., Shah, M., Sharma, P., Shen, C.-Y., Shu, X.-O., Singer, C.F., Slavin, T.P., Smichkoska, S., Southey, M.C., Spinelli, J.J., Spurdle, A.B., Sutter, C., Swerdlow, A.J., Tamimi, R.M., Tan, Y.Y., Tapper, W.J., Taylor, J.A., Teixeira, M.R., Tengström, M., Teo, S.H., Terry, M.B., Teulé, A., Thomassen, M., Thull, D.L., Toland, A.E., Tollenaar, R.A.E.M., Tomlinson, I., Torres, D., Torres-Mejía, G., Troester, M.A., Truong, T., Tung, N., Tzardi, M., Ulmer, H.-U., Vachon, C.M., van der Kolk, L.E., van Rensburg, E.J., Vega, A., Viel, A., Vijai, J., Vogel, M.J., Wang, Q., Wappenschmidt, B., Weinberg, C.R., Weitzel, J.N., Wendt, C., Wildiers, H., Winqvist, R., Wolk, A., Wu, A.H., Yannoukakos, D., Zhang, Y., Zheng, W., Hunter, D., Pharoah, P.D.P., Chang-Claude, J., García-Closas, M., Schmidt, M.K., Kristensen, V.N., French, J.D., Edwards, S.L., Antoniou, A.C., Simard, J., Easton, D.F., Kraft, P., Dunning, A.M., Collaborators, GEMO Study, Collaborators, EMBRACE, Investigators, KConFab, Investigators, HEBON, Investigators, ABCTB, Fachal, Laura, Aschard, Hugues, Beesley, Jonathan, Barnes, Daniel R, Duijf, Pascal, Dunning, Alison M, GEMO Study Collaborators, EMBRACE Collaborators, KConFab Investigators, HEBON Investigators, ABCTB Investigators, MUMC+: MA Medische Oncologie (9), RS: GROW - R3 - Innovative Cancer Diagnostics & Therapy, Klinische Genetica, MUMC+: DA KG Polikliniek (9), RS: GROW - R4 - Reproductive and Perinatal Medicine, MUMC+: DA KG Lab Centraal Lab (9), European Commission, Government of Canada, Canadian Institutes of Health Research, National Institutes of Health (US), Cancer Research UK, Département de Biologie Computationnelle - Department of Computational Biology, Institut Pasteur [Paris]-Centre National de la Recherche Scientifique (CNRS), QIMR Berghofer Medical Research Institute, University of Cambridge [UK] (CAM), NSCAD, University of Cyprus [Nicosia], Harvard T.H. Chan School of Public Health, This work was supported by the European Union’s Horizon 2020 Research and Innovation Programme under Marie Sklodowska-Curie grant agreement number 656144. Genotyping of the OncoArray was principally funded from three sources: the PERSPECTIVE project (funded by the Government of Canada through Genome Canada and the Canadian Institutes of Health Research, the ‘Ministère de l’Économie de la Science et de l’Innovation du Québec’ (through Genome Québec) and the Quebec Breast Cancer Foundation), the NCI Genetic Associations and Mechanisms in Oncology (GAME-ON) initiative and the Discovery, Biology and Risk of Inherited Variants in Breast Cancer (DRIVE) project (NIH grants U19 CA148065 and X01HG007492), and Cancer Research UK (C1287/A10118, C8197/A16565 and C1287/A16563). BCAC is funded by Cancer Research UK (C1287/A16563), by the European Community’s Seventh Framework Programme under grant agreement 223175 (HEALTH-F2-2009-223175) (COGS) and by the European Union’s Horizon 2020 Research and Innovation Programme under grant agreements 633784 (B-CAST) and 634935 (BRIDGES). Genotyping of the iCOGS array was funded by the European Union (HEALTH-F2-2009-223175), Cancer Research UK (C1287/A10710), the Canadian Institutes of Health Research for the ‘CIHR Team in Familial Risks of Breast Cancer’ program, and the Ministry of Economic Development, Innovation and Export Trade of Quebec (grant PSR-SIIRI-701). Combining of the GWAS data was supported in part by NIH Cancer Post-Cancer GWAS initiative grant U19 CA 148065 (DRIVE, part of the GAME-ON initiative). For a full description of funding and acknowledgments, see the Supplementary Note., We thank all of the individuals who took part in these studies, as well as all of the researchers, clinicians, technicians and administrative staff who enabled this work to be carried out, European Project: 656144,H2020,H2020-MSCA-IF-2014,RADIOGENFF(2016), European Project: 223175,EC:FP7:HEALTH,FP7-HEALTH-2007-B,COGS(2009), European Project: 633784,H2020,H2020-PHC-2014-two-stage,B-CAST(2015), European Project: 634935,H2020,H2020-PHC-2014-two-stage,BRIDGES(2015), Clinical Genetics, Medical Oncology, Pathology, Radiology & Nuclear Medicine, Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS), University of Cyprus [Nicosia] (UCY), Centre de recherche en épidémiologie et santé des populations (CESP), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Paul Brousse-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay, Damage and Repair in Cancer Development and Cancer Treatment (DARE), Life Course Epidemiology (LCE), Targeted Gynaecologic Oncology (TARGON), ​Basic and Translational Research and Imaging Methodology Development in Groningen (BRIDGE), Aschard, Hugues [0000-0002-7554-6783], Barnes, Daniel R [0000-0002-3781-7570], Dennis, Joe [0000-0003-4591-1214], Michailidou, Kyriaki [0000-0001-7065-1237], Lemaçon, Audrey [0000-0002-1817-7029], Andrulis, Irene L [0000-0002-4226-6435], Arason, Adalgeir [0000-0003-0480-886X], Arndt, Volker [0000-0001-9320-8684], Auber, Bernd [0000-0003-1880-291X], Azzollini, Jacopo [0000-0002-9364-9778], Bojesen, Stig E [0000-0002-4061-4133], Bonanni, Bernardo [0000-0003-3589-2128], Brauch, Hiltrud [0000-0001-7531-2736], Campbell, Ian [0000-0002-7773-4155], Carroll, Jason S [0000-0003-3643-0080], Claes, Kathleen BM [0000-0003-0841-7372], Collée, J Margriet [0000-0002-9272-9346], Devilee, Peter [0000-0002-8023-2009], Dörk, Thilo [0000-0002-9458-0282], Dwek, Miriam [0000-0001-7184-2932], Fletcher, Olivia [0000-0001-9387-7116], Floris, Giuseppe [0000-0003-2391-5425], Foulkes, William D [0000-0001-7427-4651], García-Sáenz, José A [0000-0001-6880-0301], Greene, Mark H [0000-0003-1852-9239], Guénel, Pascal [0000-0002-8359-518X], Heemskerk-Gerritsen, Bernadette AM [0000-0002-9724-6693], Hollestelle, Antoinette [0000-0003-1166-1966], Hulick, Peter J [0000-0001-8397-4078], Jakimovska, Milena [0000-0002-1506-0669], Jakubowska, Anna [0000-0002-5650-0501], James, Paul A [0000-0002-4361-4657], Jones, Michael E [0000-0001-7479-3451], Kapoor, Pooja Middha [0000-0001-5503-8215], Keeman, Renske [0000-0002-5452-9933], Konstantopoulou, Irene [0000-0002-0470-0309], Leslie, Goska [0000-0001-5756-6222], Lesueur, Fabienne [0000-0001-7404-4549], Matsuo, Keitaro [0000-0003-1761-6314], McLean, Catriona [0000-0002-0302-5727], Miller, Austin [0000-0001-9739-8462], Muir, Kenneth [0000-0001-6429-988X], Muranen, Taru A [0000-0002-5895-1808], Nathanson, Katherine L [0000-0002-6740-0901], Nevanlinna, Heli [0000-0002-0916-2976], Olopade, Olufunmilayo I [0000-0002-9936-1599], Orr, Nick [0000-0003-2866-942X], Pankratz, V Shane [0000-0002-3742-040X], Parsons, Michael T [0000-0003-3242-8477], Paul, James [0000-0001-7367-5816], Peshkin, Beth [0000-0002-2997-4701], Peterlongo, Paolo [0000-0001-6951-6855], Peto, Julian [0000-0002-1685-8912], Plaseska-Karanfilska, Dijana [0000-0001-8877-2416], Pylkäs, Katri [0000-0002-2449-0521], Radice, Paolo [0000-0001-6298-4111], Rennert, Gad [0000-0002-8512-068X], Robson, Mark [0000-0002-3109-1692], Romero, Atocha [0000-0002-1634-7397], Saloustros, Emmanouil [0000-0002-0485-0120], Scott, Christopher [0000-0003-1340-0647], Scott, Rodney J [0000-0001-7724-3404], Spurdle, Amanda B [0000-0003-1337-7897], Stone, Jennifer [0000-0001-5077-0124], Sutter, Christian [0000-0003-4051-5888], Tan, Yen Yen [0000-0003-1063-5352], Teixeira, Manuel R [0000-0002-4896-5982], Toland, Amanda E [0000-0002-0271-1792], Tomlinson, Ian [0000-0003-3037-1470], Viel, Alessandra [0000-0003-2804-0840], Vijai, Joseph [0000-0002-7933-151X], Wolk, Alicja [0000-0001-7387-6845], Yannoukakos, Drakoulis [0000-0001-7509-3510], Pharoah, Paul DP [0000-0001-8494-732X], Schmidt, Marjanka K [0000-0002-2228-429X], Milne, Roger L [0000-0001-5764-7268], Edwards, Stacey L [0000-0001-7428-4139], Simard, Jacques [0000-0001-6906-3390], Easton, Douglas F [0000-0003-2444-3247], Kraft, Peter [0000-0002-4472-8103], Dunning, Alison M [0000-0001-6651-7166], Apollo - University of Cambridge Repository, Academic Medical Center, ARD - Amsterdam Reproduction and Development, Human genetics, CCA - Cancer biology and immunology, Molecular cell biology and Immunology, Medicum, Kristiina Aittomäki / Principal Investigator, HUSLAB, Department of Medical and Clinical Genetics, University of Helsinki, HUS Comprehensive Cancer Center, Department of Oncology, Clinicum, Doctoral Programme in Clinical Research, Staff Services, INDIVIDRUG - Individualized Drug Therapy, HUS Gynecology and Obstetrics, and Department of Obstetrics and Gynecology

Subjects
CHROMATIN, Linkage disequilibrium, Genome-wide association study, Regulatory Sequences, Nucleic Acid, Genome-wide association studies, Linkage Disequilibrium, Basic medicine, 0302 clinical medicine, Breast cancer, MESH: Risk Factors, Risk Factors, COMPREHENSIVE MOLECULAR PORTRAITS, 11 Medical and Health Sciences, HEBON Investigators, Genetics & Heredity, 0303 health sciences, [STAT.AP]Statistics [stat]/Applications [stat.AP], PROTEIN FUNCTION, Tumor, breast tumor, MESH: Polymorphism, Single Nucleotide, 1184 Genetics, developmental biology, physiology, MESH: Genetic Predisposition to Disease, apoptosis, Chromosome Mapping, Single Nucleotide, 3. Good health, MESH: Linkage Disequilibrium, Female, MESH: Biomarkers, Tumor, Biomarkers, Tumor/genetics, [STAT.ME]Statistics [stat]/Methodology [stat.ME], Life Sciences & Biomedicine, SUSCEPTIBILITY LOCI, MESH: Bayes Theorem, Quantitative Trait Loci, ABCTB Investigators, INTEGRATIVE ANALYSIS, Breast Neoplasms, Computational biology, Biology, Quantitative trait locus, Breast Neoplasms/genetics, Polymorphism, Single Nucleotide, Article, ENHANCER, GEMO Study Collaborators, 03 medical and health sciences, breast cancer, SDG 3 - Good Health and Well-being, REVEALS, Genetics, Biomarkers, Tumor, MESH: Regulatory Sequences, Nucleic Acid, Humans, Genetic Predisposition to Disease, Polymorphism, GENOME-WIDE ASSOCIATION, FUNCTIONAL VARIANTS, EMBRACE Collaborators, Gene, 030304 developmental biology, Genetic association, Bayes Theorem, Genome-Wide Association Study, MESH: Humans, Science & Technology, Nucleic Acid, gene mapping, 06 Biological Sciences, MESH: Quantitative Trait Loci, DNA binding site, ESTROGEN-RECEPTOR, [SDV.GEN.GH]Life Sciences [q-bio]/Genetics/Human genetics, Clinical medicine, Expression quantitative trait loci, MESH: Genome-Wide Association Study, Human genome, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, KConFab Investigators, [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM], MESH: Chromosome Mapping, Chromosome Mapping/methods, Regulatory Sequences, MESH: Female, Biomarkers, 030217 neurology & neurosurgery, MESH: Breast Neoplasms, Developmental Biology
Abstract

Genome-wide association studies have identified breast cancer risk variants in over 150 genomic regions, but the mechanisms underlying risk remain largely unknown. These regions were explored by combining association analysis with in silico genomic feature annotations. We defined 205 independent risk-associated signals with the set of credible causal variants in each one. In parallel, we used a Bayesian approach (PAINTOR) that combines genetic association, linkage disequilibrium and enriched genomic features to determine variants with high posterior probabilities of being causal. Potentially causal variants were significantly over-represented in active gene regulatory regions and transcription factor binding sites. We applied our INQUSIT pipeline for prioritizing genes as targets of those potentially causal variants, using gene expression (expression quantitative trait loci), chromatin interaction and functional annotations. Known cancer drivers, transcription factors and genes in the developmental, apoptosis, immune system and DNA integrity checkpoint gene ontology pathways were over-represented among the highest-confidence target genes., This work was supported by the European Union’s Horizon 2020 Research and Innovation Programme under Marie Sklodowska-Curie grant agreement number 656144. Genotyping of the OncoArray was principally funded from three sources: the PERSPECTIVE project (funded by the Government of Canada through Genome Canada and the Canadian Institutes of Health Research, the ‘Ministère de l’Économie de la Science et de l’Innovation du Québec’ (through Genome Québec) and the Quebec Breast Cancer Foundation); the NCI Genetic Associations and Mechanisms in Oncology (GAME-ON) initiative and the Discovery, Biology and Risk of Inherited Variants in Breast Cancer (DRIVE) project (NIH grants U19 CA148065 and X01HG007492); and Cancer Research UK (C1287/A10118, C8197/A16565 and C1287/A16563). BCAC is funded by Cancer Research UK (C1287/A16563), by the European Community’s Seventh Framework Programme under grant agreement 223175 (HEALTH-F2-2009-223175) (COGS) and by the European Union’s Horizon 2020 Research and Innovation Programme under grant agreements 633784 (B-CAST) and 634935 (BRIDGES). Genotyping of the iCOGS array was funded by the European Union (HEALTH-F2-2009-223175), Cancer Research UK (C1287/A10710), the Canadian Institutes of Health Research for the ‘CIHR Team in Familial Risks of Breast Cancer’ program, and the Ministry of Economic Development, Innovation and Export Trade of Quebec (grant PSR-SIIRI-701). Combining of the GWAS data was supported in part by NIH Cancer Post-Cancer GWAS initiative grant U19 CA 148065 (DRIVE; part of the GAME-ON initiative).

Published
2020
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3. Fine-mapping of 150 breast cancer risk regions identifies 191 likely target genes.

Author

Ramus S.J., Carroll J.S., Schneeweiss A., Schoemaker M.J., Schottker B., Schurmann P., Scott C., Scott R.J., Senter L., Shah M., Sharma P., Shen C.-Y., Shu X.-O., Singer C.F., Slavin T.P., Smichkoska S., Spinelli J.J., Spurdle A.B., Sutter C., Swerdlow A.J., Tamimi R.M., Tan Y.Y., Tapper W.J., Taylor J., Teixeira M.R., Tengstrom M., Teo S.H., Terry M.B., Teule A., Thomassen M., Thull D.L., Toland A.E., Tollenaar R.A.E.M., Tomlinson I., Torres D., Torres-Mejia G., Troester M.A., Truong T., Tung N., Tzardi M., Ulmer H.-U., Vachon C.M., van der Kolk L.E., van Rensburg E.J., Vega A., Viel A., Vijai J., Vogel M.J., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Wildiers H., Winqvist R., Wolk A., Wu A.H., Yannoukakos D., Zhang Y., Zheng W., Hunter D., Pharoah P.D.P., Chang-Claude J., Garcia-Closas M., Schmidt M.K., Kristensen V.N., French J.D., Antoniou A.C., Chenevix-Trench G., Simard J., Easton D.F., Kraft P., Allen J., Harris M., Fachal L., Aschard H., Beesley J., Barnes D.R., Kar S., Pooley K.A., Dennis J., Michailidou K., Turman C., Soucy P., Lemacon A., Lush M., Tyrer J.P., Ghoussaini M., Marjaneh M.M., Jiang X., Agata S., Aittomaki K., Alonso M.R., Andrulis I.L., Anton-Culver H., Antonenkova N.N., Arason A., Arndt V., Aronson K.J., Arun B.K., Auber B., Auer P.L., Azzollini J., Balmana J., Barkardottir R.B., Barrowdale D., Beeghly-Fadiel A., Benitez J., Bermisheva M., Bialkowska K., Blanco A.M., Blomqvist C., Blot W., Bogdanova N.V., Bojesen S.E., Bolla M.K., Bonanni B., Borg A., Bosse K., Brauch H., Brenner H., Briceno I., Brock I.W., Brooks-Wilson A., Bruning T., Burwinkel B., Buys S.S., Cai Q., Caldes T., Caligo M.A., Camp N.J., Campbell I., Carter B.D., Castelao J.E., Chiquette J., Christiansen H., Chung W.K., Claes K.B.M., Clarke C.L., Mari V., Berthet P., Castera L., Vaur D., Lallaoui H., Bignon Y.-J., Uhrhammer N., Bonadona V., Lasset C., Revillion F., Vennin P., Muller D., Gomes D.M., Ingster O., Coupier I., Pujol P., Collonge-Rame M.-A., Mortemousque I., Bera O., Rose M., Baurand A., Bertolone G., Faivre L., Dreyfus H., Leroux D., Venat-Bouvet L., Bezieau S., Delnatte C., Chiesa J., Gilbert-Dussardier B., Gesta P., Prieur F.P., Bronner M., Sokolowska J., Coulet F., Boutry-Kryza N., Calender A., Giraud S., Leone M., Fert-Ferrer S., Stoppa-Lyonnet D., Jiao Y., Lesueur F.L., Mebirouk N., Barouk-Simonet E., Bubien V., Longy M., Sevenet N., Gladieff L., Toulas C., Reimineras A., Sobol H., Paillerets B.B.-D., Cabaret O., Caron O., Guillaud-Bataille M., Rouleau E., Belotti M., Buecher B., Caputo S., Colas C., Pauw A.D., Fourme E., Gauthier-Villars M., Golmard L., Moncoutier V., Saule C., Donaldson A., Murray A., Brady A., Brewer C., Pottinger C., Miller C., Gallagher D., Gregory H., Cook J., Eason J., Adlard J., Barwell J., Ong K.-R., Snape K., Walker L., Izatt L., Side L., Tischkowitz M., Rogers M.T., Porteous M.E., Ahmed M., Morrison P.J., Brennan P., Eeles R., Davidson R., Collee J.M., Cornelissen S., Couch F.J., Cox A., Cross S.S., Cybulski C., Czene K., Daly M.B., de la Hoya M., Devilee P., Diez O., Ding Y.C., Dite G.S., Domchek S.M., Dork T., dos-Santos-Silva I., Droit A., Dubois S., Dumont M., Duran M., Durcan L., Dwek M., Eccles D.M., Engel C., Eriksson M., Evans D.G., Fasching P.A., Fletcher O., Floris G., Flyger H., Foretova L., Foulkes W.D., Friedman E., Fritschi L., Frost D., Gabrielson M., Gago-Dominguez M., Gambino G., Ganz P.A., Gapstur S.M., Garber J., Garcia-Saenz J.A., Gaudet M.M., Georgoulias V., Giles G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Tibiletti M.G., Greene M.H., Grip M., Gronwald J., Grundy A., Guenel P., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hartikainen J.M., Hartman M., He W., Healey C.S., Heemskerk-Gerritsen B.A.M., Heyworth J., Hillemanns P., Hogervorst F.B.L., Hollestelle A., Hooning M., Hopper J., Howell A., Huang G., Hulick P.J., Imyanitov E.N., Sexton A., Christian A., Trainer A., Spigelman A., Fellows A., Shelling A., Fazio A.D., Blackburn A., Crook A., Meiser B., Patterson B., Clarke C., Saunders C., Hunt C., Amor D., Marsh D., Edkins E., Salisbury E., Haan E., Neidermayr E., Macrea F., Farshid G., Lindeman G., Trench G., Mann G., Gill G., Thorne H., Hickie I., Winship I., Flanagan J., Kollias J., Visvader J., Stone J., Burke J., Saunus J., Forbes J., French J., Tucker K., Wu K., Phillips K., Lipton L., Andrews L., Lobb L., Kentwell M., Spurdle M., Cummings M., Gleeson M., Jenkins M., Young M.A., Delatycki M., Wallis M., Burgess M., Price M., Brown M., Southey M., Bogwitz M., Field M., Friedlander M., Gattas M., Saleh M., Hayward N., Pachter N., Cohen P., Duijf P., James P., Simpson P., Fong P., Butow P., Williams R., Kefford R., Scott R., Milne R.L., Balleine R., Dawson S.-J., Lok S., O'Connell S., Greening S., Nightingale S., Edwards S., Fox S., McLachlan S.-A., Lakhani S., Antill Y., Aalfs C., Meijers-Heijboer H., van Engelen K., Gille H., Boere I., Collee M., van Deurzen C., Obdeijn I.-M., van den Ouweland A., Seynaeve C., Siesling S., Verloop J., van Asperen C., van Cronenburg T., Blok R., de Boer M., Garcia E.G., Adank M., Hogervorst F., Jenner D., van Leeuwen F., Rookus M., Russell N., Schmidt M., van den Belt-Dusebout S., Kets C., Mensenkamp A., de Bock T., van der Hout A., Mourits M., Oosterwijk J., Ausems M., Koudijs M., Baxter R., Yip D., Carpenter J., Davis A., Pathmanathan N., Graham D., Sachchithananthan M., Isaacs C., Iwasaki M., Jager A., Jakimovska M., Jakubowska A., Janavicius R., Jankowitz R.C., John E.M., Johnson N., Jones M.E., Jukkola-Vuorinen A., Jung A., Kaaks R., Kang D., Kapoor P.M., Karlan B.Y., Keeman R., Kerin M.J., Khusnutdinova E., Kiiski J.I., Kirk J., Kitahara C.M., Ko Y.-D., Konstantopoulou I., Kosma V.-M., Koutros S., Kubelka-Sabit K., Kwong A., Kyriacou K., Laitman Y., Lambrechts D., Lee E., Leslie G., Lester J., Lesueur F., Lindblom A., Lo W.-Y., Long J., Lophatananon A., Loud J.T., Lubinski J., MacInnis R.J., Maishman T., Makalic E., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martinez M.E., Matsuo K., Maurer T., Mavroudis D., Mayes R., McGuffog L., McLean C., Meindl A., Miller A., Miller N., Montagna M., Moreno F., Muir K., Mulligan A.M., Munoz-Garzon V.M., Muranen T.A., Narod S.A., Nassir R., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Neven P., Nielsen F.C., Nikitina-Zake L., Norman A., Offit K., Olah E., Olopade O.I., Olsson H., Orr N., Osorio A., Pankratz V.S., Papp J., Park S.K., Park-Simon T.-W., Parsons M.T., Paul J., Pedersen I.S., Peissel B., Peshkin B., Peterlongo P., Peto J., Plaseska-Karanfilska D., Prajzendanc K., Prentice R., Presneau N., Prokofyeva D., Pujana M.A., Pylkas K., Radice P., Canzian F., Rantala J., Rau-Murthy R., Rennert G., Risch H.A., Robson M., Romero A., Rossing M., Saloustros E., Sanchez-Herrero E., Sandler D.P., Santamarina M., Sawyer E.J., Scheuner M.T., Schmidt D.F., Schmutzler R.K., Ramus S.J., Carroll J.S., Schneeweiss A., Schoemaker M.J., Schottker B., Schurmann P., Scott C., Scott R.J., Senter L., Shah M., Sharma P., Shen C.-Y., Shu X.-O., Singer C.F., Slavin T.P., Smichkoska S., Spinelli J.J., Spurdle A.B., Sutter C., Swerdlow A.J., Tamimi R.M., Tan Y.Y., Tapper W.J., Taylor J., Teixeira M.R., Tengstrom M., Teo S.H., Terry M.B., Teule A., Thomassen M., Thull D.L., Toland A.E., Tollenaar R.A.E.M., Tomlinson I., Torres D., Torres-Mejia G., Troester M.A., Truong T., Tung N., Tzardi M., Ulmer H.-U., Vachon C.M., van der Kolk L.E., van Rensburg E.J., Vega A., Viel A., Vijai J., Vogel M.J., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Wildiers H., Winqvist R., Wolk A., Wu A.H., Yannoukakos D., Zhang Y., Zheng W., Hunter D., Pharoah P.D.P., Chang-Claude J., Garcia-Closas M., Schmidt M.K., Kristensen V.N., French J.D., Antoniou A.C., Chenevix-Trench G., Simard J., Easton D.F., Kraft P., Allen J., Harris M., Fachal L., Aschard H., Beesley J., Barnes D.R., Kar S., Pooley K.A., Dennis J., Michailidou K., Turman C., Soucy P., Lemacon A., Lush M., Tyrer J.P., Ghoussaini M., Marjaneh M.M., Jiang X., Agata S., Aittomaki K., Alonso M.R., Andrulis I.L., Anton-Culver H., Antonenkova N.N., Arason A., Arndt V., Aronson K.J., Arun B.K., Auber B., Auer P.L., Azzollini J., Balmana J., Barkardottir R.B., Barrowdale D., Beeghly-Fadiel A., Benitez J., Bermisheva M., Bialkowska K., Blanco A.M., Blomqvist C., Blot W., Bogdanova N.V., Bojesen S.E., Bolla M.K., Bonanni B., Borg A., Bosse K., Brauch H., Brenner H., Briceno I., Brock I.W., Brooks-Wilson A., Bruning T., Burwinkel B., Buys S.S., Cai Q., Caldes T., Caligo M.A., Camp N.J., Campbell I., Carter B.D., Castelao J.E., Chiquette J., Christiansen H., Chung W.K., Claes K.B.M., Clarke C.L., Mari V., Berthet P., Castera L., Vaur D., Lallaoui H., Bignon Y.-J., Uhrhammer N., Bonadona V., Lasset C., Revillion F., Vennin P., Muller D., Gomes D.M., Ingster O., Coupier I., Pujol P., Collonge-Rame M.-A., Mortemousque I., Bera O., Rose M., Baurand A., Bertolone G., Faivre L., Dreyfus H., Leroux D., Venat-Bouvet L., Bezieau S., Delnatte C., Chiesa J., Gilbert-Dussardier B., Gesta P., Prieur F.P., Bronner M., Sokolowska J., Coulet F., Boutry-Kryza N., Calender A., Giraud S., Leone M., Fert-Ferrer S., Stoppa-Lyonnet D., Jiao Y., Lesueur F.L., Mebirouk N., Barouk-Simonet E., Bubien V., Longy M., Sevenet N., Gladieff L., Toulas C., Reimineras A., Sobol H., Paillerets B.B.-D., Cabaret O., Caron O., Guillaud-Bataille M., Rouleau E., Belotti M., Buecher B., Caputo S., Colas C., Pauw A.D., Fourme E., Gauthier-Villars M., Golmard L., Moncoutier V., Saule C., Donaldson A., Murray A., Brady A., Brewer C., Pottinger C., Miller C., Gallagher D., Gregory H., Cook J., Eason J., Adlard J., Barwell J., Ong K.-R., Snape K., Walker L., Izatt L., Side L., Tischkowitz M., Rogers M.T., Porteous M.E., Ahmed M., Morrison P.J., Brennan P., Eeles R., Davidson R., Collee J.M., Cornelissen S., Couch F.J., Cox A., Cross S.S., Cybulski C., Czene K., Daly M.B., de la Hoya M., Devilee P., Diez O., Ding Y.C., Dite G.S., Domchek S.M., Dork T., dos-Santos-Silva I., Droit A., Dubois S., Dumont M., Duran M., Durcan L., Dwek M., Eccles D.M., Engel C., Eriksson M., Evans D.G., Fasching P.A., Fletcher O., Floris G., Flyger H., Foretova L., Foulkes W.D., Friedman E., Fritschi L., Frost D., Gabrielson M., Gago-Dominguez M., Gambino G., Ganz P.A., Gapstur S.M., Garber J., Garcia-Saenz J.A., Gaudet M.M., Georgoulias V., Giles G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Tibiletti M.G., Greene M.H., Grip M., Gronwald J., Grundy A., Guenel P., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hartikainen J.M., Hartman M., He W., Healey C.S., Heemskerk-Gerritsen B.A.M., Heyworth J., Hillemanns P., Hogervorst F.B.L., Hollestelle A., Hooning M., Hopper J., Howell A., Huang G., Hulick P.J., Imyanitov E.N., Sexton A., Christian A., Trainer A., Spigelman A., Fellows A., Shelling A., Fazio A.D., Blackburn A., Crook A., Meiser B., Patterson B., Clarke C., Saunders C., Hunt C., Amor D., Marsh D., Edkins E., Salisbury E., Haan E., Neidermayr E., Macrea F., Farshid G., Lindeman G., Trench G., Mann G., Gill G., Thorne H., Hickie I., Winship I., Flanagan J., Kollias J., Visvader J., Stone J., Burke J., Saunus J., Forbes J., French J., Tucker K., Wu K., Phillips K., Lipton L., Andrews L., Lobb L., Kentwell M., Spurdle M., Cummings M., Gleeson M., Jenkins M., Young M.A., Delatycki M., Wallis M., Burgess M., Price M., Brown M., Southey M., Bogwitz M., Field M., Friedlander M., Gattas M., Saleh M., Hayward N., Pachter N., Cohen P., Duijf P., James P., Simpson P., Fong P., Butow P., Williams R., Kefford R., Scott R., Milne R.L., Balleine R., Dawson S.-J., Lok S., O'Connell S., Greening S., Nightingale S., Edwards S., Fox S., McLachlan S.-A., Lakhani S., Antill Y., Aalfs C., Meijers-Heijboer H., van Engelen K., Gille H., Boere I., Collee M., van Deurzen C., Obdeijn I.-M., van den Ouweland A., Seynaeve C., Siesling S., Verloop J., van Asperen C., van Cronenburg T., Blok R., de Boer M., Garcia E.G., Adank M., Hogervorst F., Jenner D., van Leeuwen F., Rookus M., Russell N., Schmidt M., van den Belt-Dusebout S., Kets C., Mensenkamp A., de Bock T., van der Hout A., Mourits M., Oosterwijk J., Ausems M., Koudijs M., Baxter R., Yip D., Carpenter J., Davis A., Pathmanathan N., Graham D., Sachchithananthan M., Isaacs C., Iwasaki M., Jager A., Jakimovska M., Jakubowska A., Janavicius R., Jankowitz R.C., John E.M., Johnson N., Jones M.E., Jukkola-Vuorinen A., Jung A., Kaaks R., Kang D., Kapoor P.M., Karlan B.Y., Keeman R., Kerin M.J., Khusnutdinova E., Kiiski J.I., Kirk J., Kitahara C.M., Ko Y.-D., Konstantopoulou I., Kosma V.-M., Koutros S., Kubelka-Sabit K., Kwong A., Kyriacou K., Laitman Y., Lambrechts D., Lee E., Leslie G., Lester J., Lesueur F., Lindblom A., Lo W.-Y., Long J., Lophatananon A., Loud J.T., Lubinski J., MacInnis R.J., Maishman T., Makalic E., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martinez M.E., Matsuo K., Maurer T., Mavroudis D., Mayes R., McGuffog L., McLean C., Meindl A., Miller A., Miller N., Montagna M., Moreno F., Muir K., Mulligan A.M., Munoz-Garzon V.M., Muranen T.A., Narod S.A., Nassir R., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Neven P., Nielsen F.C., Nikitina-Zake L., Norman A., Offit K., Olah E., Olopade O.I., Olsson H., Orr N., Osorio A., Pankratz V.S., Papp J., Park S.K., Park-Simon T.-W., Parsons M.T., Paul J., Pedersen I.S., Peissel B., Peshkin B., Peterlongo P., Peto J., Plaseska-Karanfilska D., Prajzendanc K., Prentice R., Presneau N., Prokofyeva D., Pujana M.A., Pylkas K., Radice P., Canzian F., Rantala J., Rau-Murthy R., Rennert G., Risch H.A., Robson M., Romero A., Rossing M., Saloustros E., Sanchez-Herrero E., Sandler D.P., Santamarina M., Sawyer E.J., Scheuner M.T., Schmidt D.F., and Schmutzler R.K.

Abstract

Genome-wide association studies have identified breast cancer risk variants in over 150 genomic regions, but the mechanisms underlying risk remain largely unknown. These regions were explored by combining association analysis with in silico genomic feature annotations. We defined 205 independent risk-associated signals with the set of credible causal variants in each one. In parallel, we used a Bayesian approach (PAINTOR) that combines genetic association, linkage disequilibrium and enriched genomic features to determine variants with high posterior probabilities of being causal. Potentially causal variants were significantly over-represented in active gene regulatory regions and transcription factor binding sites. We applied our INQUSIT pipeline for prioritizing genes as targets of those potentially causal variants, using gene expression (expression quantitative trait loci), chromatin interaction and functional annotations. Known cancer drivers, transcription factors and genes in the developmental, apoptosis, immune system and DNA integrity checkpoint gene ontology pathways were over-represented among the highest-confidence target genes.Copyright © 2020, The Author(s), under exclusive licence to Springer Nature America, Inc.

Published
2020

4. Second-Generation Microstimulator

Author

Arcos, Isabel, Davis, R, Fey, K, Mishler, D, Sanderson, D, Tanacs, C, Vogel, M.J, Wolf, R, Zilberman, Y, and Schulman, J

Published
2002

5. Recommendations for the clinical interpretation and reporting of copy number gains using gene panel NGS analysis in routine diagnostics

Author

Eijkelenboom, A., Tops, B.B.J., Berg, A. van den, Brule, A.J.C. van den, Dinjens, W.N., Dubbink, H.J., Elst, A. Ter, Geurts-Giele, W.R.R., Groenen, P.J.T.A., Groenendijk, F.H., Heideman, Danielle A. M., Huibers, M.M., Huijsmans, C.J., Jeuken, J.W.M., Kempen, L.C. van, Korpershoek, E., Kroeze, L., Leng, W.W.J. de, Noesel, C.J. van, Speel, E.M., Vogel, M.J., Wezel, T. van, Nederlof, P.M., Schuuring, E., Ligtenberg, M.J.L., Eijkelenboom, A., Tops, B.B.J., Berg, A. van den, Brule, A.J.C. van den, Dinjens, W.N., Dubbink, H.J., Elst, A. Ter, Geurts-Giele, W.R.R., Groenen, P.J.T.A., Groenendijk, F.H., Heideman, Danielle A. M., Huibers, M.M., Huijsmans, C.J., Jeuken, J.W.M., Kempen, L.C. van, Korpershoek, E., Kroeze, L., Leng, W.W.J. de, Noesel, C.J. van, Speel, E.M., Vogel, M.J., Wezel, T. van, Nederlof, P.M., Schuuring, E., and Ligtenberg, M.J.L.

Abstract

Contains fulltext : 206718.pdf (publisher's version ) (Open Access), Next-generation sequencing (NGS) panel analysis on DNA from formalin-fixed paraffin-embedded (FFPE) tissue is increasingly used to also identify actionable copy number gains (gene amplifications) in addition to sequence variants. While guidelines for the reporting of sequence variants are available, guidance with respect to reporting copy number gains from gene-panel NGS data is limited. Here, we report on Dutch consensus recommendations obtained in the context of the national Predictive Analysis for THerapy (PATH) project, which aims to optimize and harmonize routine diagnostics in molecular pathology. We briefly discuss two common approaches to detect gene copy number gains from NGS data, i.e., the relative coverage and B-allele frequencies. In addition, we provide recommendations for reporting gene copy gains for clinical purposes. In addition to general QC metrics associated with NGS in routine diagnostics, it is recommended to include clinically relevant quantitative parameters of copy number gains in the clinical report, such as (i) relative coverage and estimated copy numbers in neoplastic cells, (ii) statistical scores to show significance (e.g., z-scores), and (iii) the sensitivity of the assay and restrictions of NGS-based detection of copy number gains. Collectively, this information can guide clinical and analytical decisions such as the reliable detection of high-level gene amplifications and the requirement for additional in situ assays in case of borderline results or limited sensitivity.

Published
2019

6. Dutch genome diagnostic laboratories accelerated and improved variant interpretation and increased accuracy by sharing data

Author

Fokkema, I.F., Velde, K.J. van der, Slofstra, Mariska K., Ruivenkamp, C.A.L., Vogel, M.J., Pfundt, R.P., Wieskamp, N.A., Swertz, M.A., Gijn, Marielle E. van, Fokkema, I.F., Velde, K.J. van der, Slofstra, Mariska K., Ruivenkamp, C.A.L., Vogel, M.J., Pfundt, R.P., Wieskamp, N.A., Swertz, M.A., and Gijn, Marielle E. van

Abstract

Contains fulltext : 213593.pdf (publisher's version ) (Open Access)

Published
2019

7. Genome-wide association and transcriptome studies identify target genes and risk loci for breast cancer.

Author

Herold N., Rantala J., Rennert G., Risch H.A., Saloustros E., Sanden K., Sawyer E.J., Schmidt M.K., Schmutzler R.K., Sharma P., Shu X.-O., Simard J., Singer C.F., Soucy P., Southey M.C., Spinelli J.J., Spurdle A.B., Stone J., Swerdlow A.J., Tapper W.J., Taylor J.A., Teixeira M.R., Terry M.B., Teule A., Thomassen M., Thone K., Thull D.L., Tischkowitz M., Toland A.E., Torres D., Truong T., Tung N., Vachon C.M., van Asperen C.J., van den Ouweland A.M.W., van Rensburg E.J., Vega A., Viel A., Wang Q., Wappenschmidt B., Weitzel J.N., Wendt C., Winqvist R., Yang X.R., Yannoukakos D., Ziogas A., Kraft P., Antoniou A.C., Zheng W., Easton D.F., Milne R.L., Beesley J., Chenevix-Trench G., Ferreira M.A., Gamazon E.R., Al-Ejeh F., Aittomaki K., Andrulis I.L., Anton-Culver H., Arason A., Arndt V., Aronson K.J., Arun B.K., Asseryanis E., Azzollini J., Balmana J., Barnes D.R., Barrowdale D., Beckmann M.W., Behrens S., Benitez J., Bermisheva M., Bialkowska K., Blomqvist C., Bogdanova N.V., Bojesen S.E., Bolla M.K., Borg A., Brauch H., Brenner H., Broeks A., Burwinkel B., Caldes T., Caligo M.A., Campa D., Campbell I., Canzian F., Carter J., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Christiansen H., Chung W.K., Claes K.B.M., Clarke C.L., Adlard J., Ahmed M., Barwell J., Brady A., Brewer C., Cook J., Davidson R., Donaldson A., Eason J., Eeles R., Evans D.G., Gregory H., Hanson H., Henderson A., Hodgson S., Izatt L., Kennedy M.J., Lalloo F., Miller C., Morrison P.J., Ong K.-R., Perkins J., Porteous M.E., Rogers M.T., Side L.E., Snape K., Walker L., Harrington P.A., Arnold N., Auber B., Bogdanova-Markov N., Borde J., Caliebe A., Ditsch N., Dworniczak B., Engert S., Faust U., Gehrig A., Hahnen E., Hauke J., Hentschel J., Honisch E., Just W., Kast K., Larsen M., Lemke J., Nguyen H.P., Niederacher D., Ott C.-E., Platzer K., Pohl-Rescigno E., Ramser J., Rhiem K., Steinemann D., Sutter C., Varon-Mateeva R., Wang-Gohrke S., Weber B.H.F., Prieur F., Pujol P., Sagne C., Sevenet N., Sobol H., Sokolowska J., Stoppa-Lyonnet D., Venat-Bouvet L., Couch F.J., Cox A., Cross S.S., Czene K., Daly M.B., de la Hoya M., Dennis J., Devilee P., Diez O., Dork T., Dunning A.M., Dwek M., Eccles D.M., Ejlertsen B., Ellberg C., Engel C., Eriksson M., Fasching P.A., Fletcher O., Flyger H., Friedman E., Frost D., Gabrielson M., Gago-Dominguez M., Ganz P.A., Gapstur S.M., Garber J., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Giles G.G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Gronwald J., Guenel P., Haiman C.A., Hall P., Hamann U., He W., Heyworth J., Hogervorst F.B.L., Hollestelle A., Hoover R.N., Hopper J.L., Hulick P.J., Humphreys K., Imyanitov E.N., Balleine R., Baxter R., Braye S., Carpenter J., Dahlstrom J., Forbes J., Lee S.C., Marsh D., Morey A., Pathmanathan N., Simpson P., Spigelman A., Wilcken N., Yip D., Heemskerk-Gerritsen B.A.M., Rookus M.A., Seynaeve C.M., van der Baan F.H., van der Hout A.H., van der Kolk L.E., van der Luijt R.B., van Deurzen C.H.M., van Doorn H.C., van Engelen K., van Hest L., van Os T.A.M., Verhoef S., Vogel M.J., Wijnen J.T., Miron A., Kapuscinski M., Bane A., Ross E., Buys S.S., Conner T.A., Isaacs C., Jakimovska M., Jakubowska A., James P.A., Janavicius R., Jankowitz R.C., John E.M., Johnson N., Joseph V., Karlan B.Y., Khusnutdinova E., Kiiski J.I., Ko Y.-D., Jones M.E., Konstantopoulou I., Kristensen V.N., Laitman Y., Lambrechts D., Lazaro C., Leslie G., Lester J., Lesueur F., Lindstrom S., Long J., Loud J.T., Lubinski J., Makalic E., Mannermaa A., Manoochehri M., Margolin S., Maurer T., Mavroudis D., McGuffog L., Meindl A., Menon U., Michailidou K., Miller A., Montagna M., Moreno F., Moserle L., Mulligan A.M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nevelsteen I., Nielsen F.C., Nikitina-Zake L., Nussbaum R.L., Offit K., Olah E., Olopade O.I., Olsson H., Osorio A., Papp J., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peixoto A., Peterlongo P., Pharoah P.D.P., Plaseska-Karanfilska D., Poppe B., Presneau N., Radice P., Herold N., Rantala J., Rennert G., Risch H.A., Saloustros E., Sanden K., Sawyer E.J., Schmidt M.K., Schmutzler R.K., Sharma P., Shu X.-O., Simard J., Singer C.F., Soucy P., Southey M.C., Spinelli J.J., Spurdle A.B., Stone J., Swerdlow A.J., Tapper W.J., Taylor J.A., Teixeira M.R., Terry M.B., Teule A., Thomassen M., Thone K., Thull D.L., Tischkowitz M., Toland A.E., Torres D., Truong T., Tung N., Vachon C.M., van Asperen C.J., van den Ouweland A.M.W., van Rensburg E.J., Vega A., Viel A., Wang Q., Wappenschmidt B., Weitzel J.N., Wendt C., Winqvist R., Yang X.R., Yannoukakos D., Ziogas A., Kraft P., Antoniou A.C., Zheng W., Easton D.F., Milne R.L., Beesley J., Chenevix-Trench G., Ferreira M.A., Gamazon E.R., Al-Ejeh F., Aittomaki K., Andrulis I.L., Anton-Culver H., Arason A., Arndt V., Aronson K.J., Arun B.K., Asseryanis E., Azzollini J., Balmana J., Barnes D.R., Barrowdale D., Beckmann M.W., Behrens S., Benitez J., Bermisheva M., Bialkowska K., Blomqvist C., Bogdanova N.V., Bojesen S.E., Bolla M.K., Borg A., Brauch H., Brenner H., Broeks A., Burwinkel B., Caldes T., Caligo M.A., Campa D., Campbell I., Canzian F., Carter J., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Christiansen H., Chung W.K., Claes K.B.M., Clarke C.L., Adlard J., Ahmed M., Barwell J., Brady A., Brewer C., Cook J., Davidson R., Donaldson A., Eason J., Eeles R., Evans D.G., Gregory H., Hanson H., Henderson A., Hodgson S., Izatt L., Kennedy M.J., Lalloo F., Miller C., Morrison P.J., Ong K.-R., Perkins J., Porteous M.E., Rogers M.T., Side L.E., Snape K., Walker L., Harrington P.A., Arnold N., Auber B., Bogdanova-Markov N., Borde J., Caliebe A., Ditsch N., Dworniczak B., Engert S., Faust U., Gehrig A., Hahnen E., Hauke J., Hentschel J., Honisch E., Just W., Kast K., Larsen M., Lemke J., Nguyen H.P., Niederacher D., Ott C.-E., Platzer K., Pohl-Rescigno E., Ramser J., Rhiem K., Steinemann D., Sutter C., Varon-Mateeva R., Wang-Gohrke S., Weber B.H.F., Prieur F., Pujol P., Sagne C., Sevenet N., Sobol H., Sokolowska J., Stoppa-Lyonnet D., Venat-Bouvet L., Couch F.J., Cox A., Cross S.S., Czene K., Daly M.B., de la Hoya M., Dennis J., Devilee P., Diez O., Dork T., Dunning A.M., Dwek M., Eccles D.M., Ejlertsen B., Ellberg C., Engel C., Eriksson M., Fasching P.A., Fletcher O., Flyger H., Friedman E., Frost D., Gabrielson M., Gago-Dominguez M., Ganz P.A., Gapstur S.M., Garber J., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Giles G.G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Gronwald J., Guenel P., Haiman C.A., Hall P., Hamann U., He W., Heyworth J., Hogervorst F.B.L., Hollestelle A., Hoover R.N., Hopper J.L., Hulick P.J., Humphreys K., Imyanitov E.N., Balleine R., Baxter R., Braye S., Carpenter J., Dahlstrom J., Forbes J., Lee S.C., Marsh D., Morey A., Pathmanathan N., Simpson P., Spigelman A., Wilcken N., Yip D., Heemskerk-Gerritsen B.A.M., Rookus M.A., Seynaeve C.M., van der Baan F.H., van der Hout A.H., van der Kolk L.E., van der Luijt R.B., van Deurzen C.H.M., van Doorn H.C., van Engelen K., van Hest L., van Os T.A.M., Verhoef S., Vogel M.J., Wijnen J.T., Miron A., Kapuscinski M., Bane A., Ross E., Buys S.S., Conner T.A., Isaacs C., Jakimovska M., Jakubowska A., James P.A., Janavicius R., Jankowitz R.C., John E.M., Johnson N., Joseph V., Karlan B.Y., Khusnutdinova E., Kiiski J.I., Ko Y.-D., Jones M.E., Konstantopoulou I., Kristensen V.N., Laitman Y., Lambrechts D., Lazaro C., Leslie G., Lester J., Lesueur F., Lindstrom S., Long J., Loud J.T., Lubinski J., Makalic E., Mannermaa A., Manoochehri M., Margolin S., Maurer T., Mavroudis D., McGuffog L., Meindl A., Menon U., Michailidou K., Miller A., Montagna M., Moreno F., Moserle L., Mulligan A.M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nevelsteen I., Nielsen F.C., Nikitina-Zake L., Nussbaum R.L., Offit K., Olah E., Olopade O.I., Olsson H., Osorio A., Papp J., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peixoto A., Peterlongo P., Pharoah P.D.P., Plaseska-Karanfilska D., Poppe B., Presneau N., and Radice P.

Abstract

Genome-wide association studies (GWAS) have identified more than 170 breast cancer susceptibility loci. Here we hypothesize that some risk-associated variants might act in non-breast tissues, specifically adipose tissue and immune cells from blood and spleen. Using expression quantitative trait loci (eQTL) reported in these tissues, we identify 26 previously unreported, likely target genes of overall breast cancer risk variants, and 17 for estrogen receptor (ER)-negative breast cancer, several with a known immune function. We determine the directional effect of gene expression on disease risk measured based on single and multiple eQTL. In addition, using a gene-based test of association that considers eQTL from multiple tissues, we identify seven (and four) regions with variants associated with overall (and ER-negative) breast cancer risk, which were not reported in previous GWAS. Further investigation of the function of the implicated genes in breast and immune cells may provide insights into the etiology of breast cancer.Copyright © 2019, The Author(s).

Published
2019

8. Dutch genome diagnostic laboratories accelerated and improved variant interpretation and increased accuracy by sharing data

Author

Fokkema, I., Velde, K. (KJoeri) van der, Slofstra, M.K., Ruivenkamp, C.A. (Claudia), Vogel, M.J. (Maartje), Pfundt, R. (Rolph), Blok, M.J.C., Deprez, R.H.L., Waisfisz, Q. (Quinten), Abbott, K.M. (Kristin), Sinke, R.J. (Richard), Rahman, R. (Rosanna), Nijman, I.J. (Isaac ), Koning, B.A.E. (Barbara) de, Thijs, G., Wieskamp, N., Moritz, R.J.G., Charbon, B., Saris, J.J. (Jasper), Dunnen, J.T. (Johan) den, Laros, J.F.J. (Jeroen F.), Bakker, P.I.W. (Paul) de, Gijn, M. (Marielle) van, Fokkema, I., Velde, K. (KJoeri) van der, Slofstra, M.K., Ruivenkamp, C.A. (Claudia), Vogel, M.J. (Maartje), Pfundt, R. (Rolph), Blok, M.J.C., Deprez, R.H.L., Waisfisz, Q. (Quinten), Abbott, K.M. (Kristin), Sinke, R.J. (Richard), Rahman, R. (Rosanna), Nijman, I.J. (Isaac ), Koning, B.A.E. (Barbara) de, Thijs, G., Wieskamp, N., Moritz, R.J.G., Charbon, B., Saris, J.J. (Jasper), Dunnen, J.T. (Johan) den, Laros, J.F.J. (Jeroen F.), Bakker, P.I.W. (Paul) de, and Gijn, M. (Marielle) van

Abstract

Each year diagnostic laboratories in the Netherlands profile thousands of individuals for heritable disease using next‐generation sequencing (NGS). This requires pathogenicity classification of millions of DNA variants on the standard 5‐tier scale. To reduce time spent on data interpretation and increase data quality and reliability, the nine Dutch labs decided to publicly share their classifications. Variant classifications of nearly 100,000 unique variants were catalogued and compared in a centralized MOLGENIS database. Variants classified by more than one center were labeled as “consensus” w

Published
2019
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9. Recommendations for the clinical interpretation and reporting of copy number gains using gene panel NGS analysis in routine diagnostics

Author

Eijkelenboom, A. (Anneke), Tops, BBJ, Berg, A. (Andrea) von, Brule, A.J.C. van den, Dinjens, W.N.M. (Winand), Dubbink, H.J. (Erik Jan), van der Elst, A, Geurts-Giele, W.R.R., Groenen, P., Groenendijk, F.H. (Floris), Heideman, D.A.M. (Danielle), Huibers, M.M.H., Huijsmans, C. J. J., Jeuken, J.W.M., Kempen, L.C. (Leon), Korpershoek, E. (Esther), Kroeze, L.I., Leng, W.W.J. (Wendy) de, van Noesel, C.J.M., Speel, E.J. (Ernst-Jan), Vogel, M.J. (Maartje), Wezel, T. (Tom) van, Nederlof, P.M. (Petra), Schuuring, E. (Ed), Ligtenberg, M.J. (Marjolijn), Eijkelenboom, A. (Anneke), Tops, BBJ, Berg, A. (Andrea) von, Brule, A.J.C. van den, Dinjens, W.N.M. (Winand), Dubbink, H.J. (Erik Jan), van der Elst, A, Geurts-Giele, W.R.R., Groenen, P., Groenendijk, F.H. (Floris), Heideman, D.A.M. (Danielle), Huibers, M.M.H., Huijsmans, C. J. J., Jeuken, J.W.M., Kempen, L.C. (Leon), Korpershoek, E. (Esther), Kroeze, L.I., Leng, W.W.J. (Wendy) de, van Noesel, C.J.M., Speel, E.J. (Ernst-Jan), Vogel, M.J. (Maartje), Wezel, T. (Tom) van, Nederlof, P.M. (Petra), Schuuring, E. (Ed), and Ligtenberg, M.J. (Marjolijn)

Abstract

Next-generation sequencing (NGS) panel analysis on DNA from formalin-fixed paraffin-embedded (FFPE) tissue is increasingly used to also identify actionable copy number gains (gene amplifications) in addition to sequence variants. While guidelines for the reporting of sequence variants are available, guidance with respect to reporting copy number gains from gene-panel NGS data is limited. Here, we report on Dutch consensus recommendations obtained in the context of the national Predictive Analysis for THerapy (PATH) project, which aims to optimize and harmonize routine diagnostics in molecular pathology. We briefly di

Published
2019
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10. Next-generation sequencing-based genome diagnostics across clinical genetics centers: Implementation choices and their effects

Author

Vrijenhoek, T. (T.), Kraaijeveld, K. (Ken), Elferink, M.G. (Martin), Ligt, J. (Joep) de, Kranendonk, E. (Elcke), Santen, G.W.E. (Gijs), Nijman, I.J. (Isaac ), Butler, D. (Derek), Claes, G. (Godelieve), Costessi, A. (Adalberto), Dorlijn, W. (Wim), Van Eyndhoven, W. (Winfried), Halley, D.J.J. (Dicky), Van Den Hout, M.C.G.N. (Mirjam C.G.N.), Van Hove, S. (Steven), Johansson, L.F. (Lennart F.), Jongbloed, J.D.H. (Jan), Kamps, R. (Rick), Kockx, C. (Christel), De Koning, B. (Bart), Kriek, N. (Nadia), Lekanne Dit Deprez, R.H., Lunstroo, H. (Hans), Mannens, M.M.A.M. (Marcel), Mook, O. (Olaf), Nelen, M.R. (Marcel), Ploem, C. (Corrette), Rijnen, M. (Marco), Saris, J.J. (Jasper), Sinke, R.J. (Richard J), Sistermans, E. (Erik), Slegtenhorst, M.A. (Marjon) van, Sleutels, F. (Frank), Stoep, N. (Nienke) van der, Tienhoven, M. (Marianne) van, Vermaat, M. (Martijn), Vogel, M.J. (Maartje), Waisfisz, Q. (Quinten), Weiss, J.M. (Janneke), Wijngaard, A. (Arthur) van den, Workum, W. (W) van, Ijntema, H. (Helger), Zwaag, B. (Bert) van der, IJcken, W.F.J. (Wilfred) van, Dunnen, J.T. (Johan) den, Veltman, J.A. (Joris), Hennekam, R.C.M. (Raoul), Cuppen, E. (Edwin), Vrijenhoek, T. (T.), Kraaijeveld, K. (Ken), Elferink, M.G. (Martin), Ligt, J. (Joep) de, Kranendonk, E. (Elcke), Santen, G.W.E. (Gijs), Nijman, I.J. (Isaac ), Butler, D. (Derek), Claes, G. (Godelieve), Costessi, A. (Adalberto), Dorlijn, W. (Wim), Van Eyndhoven, W. (Winfried), Halley, D.J.J. (Dicky), Van Den Hout, M.C.G.N. (Mirjam C.G.N.), Van Hove, S. (Steven), Johansson, L.F. (Lennart F.), Jongbloed, J.D.H. (Jan), Kamps, R. (Rick), Kockx, C. (Christel), De Koning, B. (Bart), Kriek, N. (Nadia), Lekanne Dit Deprez, R.H., Lunstroo, H. (Hans), Mannens, M.M.A.M. (Marcel), Mook, O. (Olaf), Nelen, M.R. (Marcel), Ploem, C. (Corrette), Rijnen, M. (Marco), Saris, J.J. (Jasper), Sinke, R.J. (Richard J), Sistermans, E. (Erik), Slegtenhorst, M.A. (Marjon) van, Sleutels, F. (Frank), Stoep, N. (Nienke) van der, Tienhoven, M. (Marianne) van, Vermaat, M. (Martijn), Vogel, M.J. (Maartje), Waisfisz, Q. (Quinten), Weiss, J.M. (Janneke), Wijngaard, A. (Arthur) van den, Workum, W. (W) van, Ijntema, H. (Helger), Zwaag, B. (Bert) van der, IJcken, W.F.J. (Wilfred) van, Dunnen, J.T. (Johan) den, Veltman, J.A. (Joris), Hennekam, R.C.M. (Raoul), and Cuppen, E. (Edwin)

Abstract

Implementation of next-generation DNA sequencing (NGS) technology into routine diagnostic genome care requires strategic choices. Instead of theoretical discussions on the consequences of such choices, we compared NGS-based diagnostic practices in eight clinical genetic centers in the Netherlands, based on genetic testing of nine pre-selected patients with cardiomyopathy. We highlight critical implementation choices, including the specific contributions of laboratory and medical specialists, bioinformaticians and researchers to diagnostic genome care, and how these affect interpretation and reporting of variants. Reported pathogenic mutations were consistent for all but one patient. Of the two centers that were inconsistent in their diagnosis, one reported to have found 'no causal variant', thereby underdiagnosing this patient. The other provided an alternative diagnosis, identifying another variant as causal than the other centers. Ethical and legal analysis showed that informed consent procedures in all centers were generally adequate for diagnostic NGS applications that target a limited set of genes, but not for exome- and genome-based diagnosis. We propose changes to further improve and align these procedures, taking into account the blurring boundary between diagnostics and research, and specific counseling options for exome- and genome-based diagnostics. We conclude that alternative diagnoses may infer a certain level of 'greediness' to come to a positive diagnosis in interpreting sequencing results. Moreover, there is an increasing interdependence of clinic, diagnostics and research departments for comprehensive diagnostic genome care. Therefore, we invite clinical geneticists, physicians, researchers, bioinformatics experts and patients to reconsider their role and position in future diagnostic genome care.

Published
2015
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12. KNGF Clinical Practice Guideline for Physical Therapy in Patients with Stroke

Author

Kwakkel, G., Hendriks, H.J.M., Wagenborg, L., Vogel, M.J., Buurke, J.H., Harmeling-van der Wel, B.C., Hobbelen, J.S.M., Halfens, J., Peppen,van, R.P.S., Dekker, J., Kollen, B.J., Klaveren,van, R., and Berns, M.

Subjects
GeneralLiterature_INTRODUCTORYANDSURVEY, GeneralLiterature_REFERENCE(e.g.,dictionaries,encyclopedias,glossaries)
Abstract

No summary available

Published
2008

13. Discovery of variants unmasked by hemizygous deletions

Author

Hochstenbach, R., Poot, M., Nijman, I.J., Renkens, I., Duran, K.J., Van't Slot, R., van Binsbergen, E., van der Zwaag, B., Vogel, M.J., Terhal, P.A., Ploos van Amstel, H.K., Kloosterman, W.P., Cuppen, E., Hochstenbach, R., Poot, M., Nijman, I.J., Renkens, I., Duran, K.J., Van't Slot, R., van Binsbergen, E., van der Zwaag, B., Vogel, M.J., Terhal, P.A., Ploos van Amstel, H.K., Kloosterman, W.P., and Cuppen, E.

Abstract

Array-based genome-wide segmental aneuploidy screening detects both de novo and inherited copy number variations (CNVs). In sporadic patients de novo CNVs are interpreted as potentially pathogenic. However, a deletion, transmitted from a healthy parent, may be pathogenic if it overlaps with a mutated second allele inherited from the other healthy parent. To detect such events, we performed multiplex enrichment and next-generation sequencing of the entire coding sequence of all genes within unique hemizygous deletion regions in 20 patients (1.53 Mb capture footprint). Out of the detected 703 non-synonymous single-nucleotide variants (SNVs), 8 represented variants being unmasked by a hemizygous deletion. Although evaluation of inheritance patterns, Grantham matrix scores, evolutionary conservation and bioinformatic predictions did not consistently indicate pathogenicity of these variants, no definitive conclusions can be drawn without functional validation. However, in one patient with severe mental retardation, lack of speech, microcephaly, cheilognathopalatoschisis and bilateral hearing loss, we discovered a second smaller deletion, inherited from the other healthy parent, resulting in loss of both alleles of the highly conserved heat shock factor binding protein 1 (HSBP1) gene. Conceivably, inherited deletions may unmask rare pathogenic variants that may exert a phenotypic impact through a recessive mode of gene action.European Journal of Human Genetics advance online publication, 18 January 2012; doi:10.1038/ejhg.2011.263., Array-based genome-wide segmental aneuploidy screening detects both de novo and inherited copy number variations (CNVs). In sporadic patients de novo CNVs are interpreted as potentially pathogenic. However, a deletion, transmitted from a healthy parent, may be pathogenic if it overlaps with a mutated second allele inherited from the other healthy parent. To detect such events, we performed multiplex enrichment and next-generation sequencing of the entire coding sequence of all genes within unique hemizygous deletion regions in 20 patients (1.53 Mb capture footprint). Out of the detected 703 non-synonymous single-nucleotide variants (SNVs), 8 represented variants being unmasked by a hemizygous deletion. Although evaluation of inheritance patterns, Grantham matrix scores, evolutionary conservation and bioinformatic predictions did not consistently indicate pathogenicity of these variants, no definitive conclusions can be drawn without functional validation. However, in one patient with severe mental retardation, lack of speech, microcephaly, cheilognathopalatoschisis and bilateral hearing loss, we discovered a second smaller deletion, inherited from the other healthy parent, resulting in loss of both alleles of the highly conserved heat shock factor binding protein 1 (HSBP1) gene. Conceivably, inherited deletions may unmask rare pathogenic variants that may exert a phenotypic impact through a recessive mode of gene action.European Journal of Human Genetics advance online publication, 18 January 2012; doi:10.1038/ejhg.2011.263.

Published
2012

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