Back to Authors

Foulkes, William D.

https://orcid.org/0000-0001-7427-4651

Mayo Clinic

McGill University

Citations 26

The risks of cancer in older women with BRCA pathogenic variants: How far have we come?
Metcalfe, Kelly , McCuaig, Jeanna , Eisen, Andrea , Elser, Christine , Senter, Leigha , Møller, Pål , Bordeleau, Louise , Velsher, Lea, Zakalik, Dana , Olopade, Olufunmilayo I. , Cullinane, Carey A., Sun, Ping , Narod, Steven A. , Metcalfe, Kelly A , Olopade, Olufunmilayo I , Kotsopoulos, Joanne , Narod, Steven A , Senter, Leigha , Eisen, Andrea , Bordeleau, Louise , Gronwald, Jacek , Tung, Nadine , Foulkes, William D. , Neuhausen, Susan L. , Fruscio, Robert , Eng, Charis , Pal, Tuya , Couch, Fergus J. , Kotsopoulos, Joanne , Lubiński, Jan

Cancer | December 26, 2022 | Volume: 129 | Issue: 6 | Pages: 901-907

10.1002/cncr.34615 Get It

AbstractBackgroundThe purpose of this study was to estimate the cumulative risks of all cancers in women from 50 to 75 years of age with a BRCA1 or BRCA2 pathogenic variant.MethodsParticipants were women with BRCA1 or BRCA2 pathogenic variants from 85 centers in 16 countries. Women were eligible if they had no cancer before the age of 50 years. Participants completed a baseline questionnaire and follow‐up questionnaires every 2 years. Women were followed from age 50 until a diagnosis of cancer, death, age 75, or last follow‐up. The risk of all cancers combined from age 50 to 75 was estimated using the Kaplan–Meier method.ResultsThere were 2211 women included (1470 BRCA1 and 742 BRCA2). There were 379 cancers diagnosed in the cohort between 50 and 75 years. The actuarial risk of any cancer from age 50 to 75 was 49% for BRCA1 and 43% for BRCA2. Breast (n = 186) and ovarian (n = 45) were the most frequent cancers observed. For women who had both risk‐reducing mastectomy and bilateral salpingo‐oophorectomy before age 50, the risk of developing any cancer between age 50 and 75 was 9%.ConclusionWomen with a BRCA1 or BRCA2 pathogenic variant have a high risk of cancer between the ages of 50 and 75 years and should be counselled appropriately.
Genomic Microsatellite Signatures Identify Germline Mismatch Repair Deficiency and Risk of Cancer Onset
Chung, Jiil , Negm, Logine , Bianchi, Vanessa , Das, Anirban , Liu, Zhihui Amy , Sudhaman, Sumedha, Aronson, Melyssa , Brunga, Ledia , Forster, Victoria J. , Komosa, Martin, Davidson, Scott , Lees, Jodi, Tomboc, Patrick , Samuel, David , Bendel, Anne , Knipstein, Jeffrey , Schneider, Kami Wolfe , Reschke, Agnes , Zelcer, Shayna , Zorzi, Alexandra P., Bedgood, Raymond , Peterson, Lindsay L. , Rhode, Sara , Damme, An Van , Scheers, Isabelle , Robbins, Gabriel , Vanan, Magimairajan , Burke, Carol A. , Villani, Anita , Malkin, David , Durno, Carol , Hawkins, Cynthia , Maruvka, Yosef E. , Tabori, Uri , Das, Anirban , Aronson, Melyssa , Forster, Victoria , Davidson, Scott , Tomboc, Patrick , Knipstein, Jeffrey , Schneider, Kami Wolfe , Reschke, Agnes , McWilliams, Robert R , Foulkes, William D , Bedgood, Raymond , Peterson, Lindsay , Van Damme, An , Robbins, Gabriel , Vanan, Magimairajan Issai , Meyn, M Stephen , Auer, Rebecca , Leach, Brandie , Villani, Anita , Malkin, David , Bouffet, Eric , Hawkins, Cynthia , Maruvka, Yosef E , Tabori, Uri , Burke, Carol A , Stengs, Lucie K. , Sudhaman, Sumedha , Edwards, Melissa , Farah, Roula Antoine , McWilliams, Robert R. , Foulkes, William D. , Gardner, Sharon L , Bouffet, Éric , Huang, Annie , Taylor, Michael D. , Shlien, Adam , Getz, Gad

Journal of Clinical Oncology | October 14, 2022 | Volume: 41 | Issue: 4 | Pages: 766-777

10.1200/jco.21.02873 Get It

PURPOSE Diagnosis of Mismatch Repair Deficiency (MMRD) is crucial for tumor management and early detection in patients with the cancer predisposition syndrome constitutional mismatch repair deficiency (CMMRD). Current diagnostic tools are cumbersome and inconsistent both in childhood cancers and in determining germline MMRD. PATIENTS AND METHODS We developed and analyzed a functional Low-pass Genomic Instability Characterization (LOGIC) assay to detect MMRD. The diagnostic performance of LOGIC was compared with that of current established assays including tumor mutational burden, immunohistochemistry, and the microsatellite instability panel. LOGIC was then applied to various normal tissues of patients with CMMRD with comprehensive clinical data including age of cancer presentation. RESULTS Overall, LOGIC was 100% sensitive and specific in detecting MMRD in childhood cancers (N = 376). It was more sensitive than the microsatellite instability panel (14%, P = 4.3 × 10 −12 ), immunohistochemistry (86%, P = 4.6 × 10 −3 ), or tumor mutational burden (80%, P = 9.1 × 10 −4 ). LOGIC was able to distinguish CMMRD from other cancer predisposition syndromes using blood and saliva DNA ( P < .0001, n = 277). In normal cells, MMRDness scores differed between tissues (GI > blood > brain), increased over time in the same individual, and revealed genotype-phenotype associations within the mismatch repair genes. Importantly, increased MMRDness score was associated with younger age of first cancer presentation in individuals with CMMRD ( P = 2.2 × 10 −5 ). CONCLUSION LOGIC was a robust tool for the diagnosis of MMRD in multiple cancer types and in normal tissues. LOGIC may inform therapeutic cancer decisions, provide rapid diagnosis of germline MMRD, and support tailored surveillance for individuals with CMMRD.
Ovarian Signet-ring Stromal Tumor
Tchrakian, Naïri , Oliva, Esther , Rivera-Polo, Barbara, Nucci, Marisa R. , Sah, Shatrughan Prasad , Schoolmeester, J. Kenneth , Griend, Rachael van der , Young, Robert H. , McCluggage, W. Glenn , Chong, Anne‐Sophie , Bennett, Jennifer A. , Foulkes, William D. , Clarke, Blaise

American Journal of Surgical Pathology | August 30, 2022 | Volume: 46 | Issue: 12 | Pages: 1599-1610

10.1097/pas.0000000000001954 Get It

Signet-ring stromal tumor (SRST) is a rare ovarian stromal neoplasm characterized by a population of bland signet-ring cells, devoid of mucin or lipid, in a generally cellular fibromatous stroma. Previous reports have described heterogenous immunohistochemical and molecular genetic findings, including occasional nuclear β-catenin expression and/or CTNNB1 mutations. We report 10 ovarian stromal neoplasms originally diagnosed as SRST. All but 1 tumor underwent detailed immunohistochemical analysis (including β-catenin) and 5 of 10 had CTNNB1 mutation analysis performed. All tumors contained a population of morphologically bland signet-ring cells that ranged from 15% to 95% of the neoplasm, characterized by a single large empty intracytoplasmic vacuole, mostly with nuclear indentation. Six of the 10 tumors contained cellular fibroma-like areas, comprising from 10% to 85% of the neoplasm. Three of the 10 tumors were reclassified as microcystic stromal tumor with signet-ring cells on the basis of the microcyst formation and hyalinized stroma, beta-catenin and cyclin D1 nuclear expression and/or CTNNB1 mutation, CD10 staining and largely absent expression of inhibin and calretinin. In the remaining 7 tumors, the diagnosis of SRST remained, constituting the largest series of SRST reported in the literature to date. The results of our study suggest that a subset of tumors diagnosed as ovarian SRST, especially those which show β-catenin nuclear positivity and/or CTNNB1 mutation, likely represent microcystic stromal tumor with variant morphology. We also suggest that at least a subset of SRSTs without evidence of Wnt/β-catenin pathway abnormalities may be related to ovarian fibromas. We discuss the differential diagnosis of ovarian neoplasms containing signet-ring cells.
Bilateral Oophorectomy and the Risk of Breast Cancer in BRCA1 Mutation Carriers: A Reappraisal
Menkiszak, Janusz , McCuaig, Jeanna , Metcalfe, Kelly , Foulkes, William D. , Sun, Sophie , Karlan, Beth Y. , Eisen, Andrea , Olopade, Olufunmilayo I. , Senter, Leigha , Bordeleau, Louise , Sun, Ping , Narod, Steven A. , Kim, Raymond H. , Menkiszak, Janusz , Foulkes, William D , Karlan, Beth Y , Olopade, Olufunmilayo I , Couch, Fergus J. , Huzarski, Tomasz , Senter, Leigha , Singer, Christian F , Eng, Charis , Fruscio, Robert , Narod, Steven A , Metcalfe, Kelly A , Eisen, Andrea , Bordeleau, Louise , Kim, Raymond H , Kotsopoulos, Joanne , Lubiński, Jan , Gronwald, Jacek , Neuhausen, Susan L. , Tung, Nadine , Couch, Fergus J. , Huzarski, Tomasz , Singer, Christian F. , Eng, Charis , Fruscio, Robert , Pal, Tuya

Cancer Epidemiology, Biomarkers & Prevention | April 27, 2022 | Volume: 31 | Issue: 7 | Pages: 1351-1358

10.1158/1055-9965.epi-21-1196 Get It

Abstract Background: The lack of consensus on whether bilateral oophorectomy impacts risk of developing breast cancer among BRCA1 mutation carriers might be attributed to various biases, specifically, cancer-induced testing bias due to inclusion of prevalent cases. We conducted two complementary matched case–control analyses to evaluate the association of oophorectomy and BRCA1 breast cancer. Methods: A research questionnaire was administered every two years to collect information on exposures and disease. In the first analysis, we limited the study to prevalent breast cancer cases (diagnosed prior to study entry; n = 2,962) who were matched to controls on year of birth and country of residence (n = 4,358). In the second approach, we limited to 330 incident cases (diagnosed in the follow-up period) and 1,548 matched controls. Conditional logistic regression was used to estimate the adjusted odds ratios (OR) and 95% confidence intervals (CI) of invasive breast cancer. Results: In the first approach, there was a significant inverse association between oophorectomy and the risk of developing breast cancer [OR = 0.43; 95% confidence interval (CI), 0.34–0.55; P &lt; 00001]. In the second approach, there was no association between oophorectomy and risk (OR = 1.21; 95% CI, 0.87–1.70; P = 0.26). Conclusions: The inclusion of women with a personal history of breast cancer prior to ascertainment likely impacts upon the association of oophorectomy and BRCA1 breast cancer risk. Impact: Oophorectomy is unlikely a determinant of breast cancer risk in BRCA1 mutation carriers but should be offered at age 35 to reduce the risk of ovarian and fallopian tube cancer.
BRCA1 /2 and Endometrial Cancer Risk: Implications for Management
Foulkes, William D. , Foulkes, William D , Sherman, Mark E.

JNCI: Journal of the National Cancer Institute | March 8, 2021 | Volume: 113 | Issue: 9 | Pages: 1127-1128

10.1093/jnci/djab037 Get It

Ovarian and Breast Cancer Risks Associated With Pathogenic Variants in RAD51C and RAD51D
Yang, Xin , Song, Honglin , Leslie, Goska , Engel, Christoph , Hahnen, Eric , Auber, Bernd , Horváth, Judit , Kast, Karin , Niederacher, Dieter , Turnbull, Clare , Houlston, Richard S. , Hanson, Helen , Loveday, Chey , Dolinsky, Jill S. , LaDuca, Holly , Ramus, Susan J. , Menon, Usha , Rosenthal, Adam N. , Jacobs, Ian , Gayther, Simon A. , Dicks, Ed , Aittomäki, Kristiina, Ehrencrona, Hans , Borg, Åke , Kvist, Anders , Rivera, Bárbara , Hansen, Thomas van Overeem , Djursby, Malene , Lee, Andrew , Bowtell, David D.L. , Traficante, Nadia , Gruber, Stephen B., Chenevix‐Trench, Georgia , Investigators, kConFab, Castéra, Laurent , Janavičius, Ramūnas , Osório, Ana , Vega, Ana , Culver, Julie O. , Easton, Douglas F. , Meindl, Alfons , Schmutzler, Rita K., Antoniou, Antonis C. , Leslie, Goska , Ramus, Susan J , Menon, Usha , Houlston, Richard S , Vega, Ana , Auber, Bernd , Ehrencrona, Hans , Engel, Christoph , Hanson, Helen , Chenevix-Trench, Georgia , Traficante, Nadia , Bowtell, David D , Hansen, Thomas van Overeem , Nevanlinna, Heli , Pelttari, Liisa M. , Dennis, Joe , Dı́ez, Orland , Balmañà, Judith , Jensen, Allan , Kjær, Susanne K. , Høgdall, Estrid , Garber, Judy E. , Golmard, Lisa , Couch, Fergus J. , Robson, Mark E. , Gronwald, Jacek , Domchek, Susan M. , Hoya, Miguel de la , Foulkes, William D. , Tischkowitz, Marc D. , Meindl, Alfons , Pharoah, Paul D.P.

JNCI: Journal of the National Cancer Institute | February 25, 2020 | Volume: 112 | Issue: 12 | Pages: 1242-1250

10.1093/jnci/djaa030 Get It

Abstract Background The purpose of this study was to estimate precise age-specific tubo-ovarian carcinoma (TOC) and breast cancer (BC) risks for carriers of pathogenic variants in RAD51C and RAD51D. Methods We analyzed data from 6178 families, 125 with pathogenic variants in RAD51C, and 6690 families, 60 with pathogenic variants in RAD51D. TOC and BC relative and cumulative risks were estimated using complex segregation analysis to model the cancer inheritance patterns in families while adjusting for the mode of ascertainment of each family. All statistical tests were two-sided. Results Pathogenic variants in both RAD51C and RAD51D were associated with TOC (RAD51C: relative risk [RR] = 7.55, 95% confidence interval [CI] = 5.60 to 10.19; P = 5 × 10-40; RAD51D: RR = 7.60, 95% CI = 5.61 to 10.30; P = 5 × 10-39) and BC (RAD51C: RR = 1.99, 95% CI = 1.39 to 2.85; P = 1.55 × 10-4; RAD51D: RR = 1.83, 95% CI = 1.24 to 2.72; P = .002). For both RAD51C and RAD51D, there was a suggestion that the TOC relative risks increased with age until around age 60 years and decreased thereafter. The estimated cumulative risks of developing TOC to age 80 years were 11% (95% CI = 6% to 21%) for RAD51C and 13% (95% CI = 7% to 23%) for RAD51D pathogenic variant carriers. The estimated cumulative risks of developing BC to 80 years were 21% (95% CI = 15% to 29%) for RAD51C and 20% (95% CI = 14% to 28%) for RAD51D pathogenic variant carriers. Both TOC and BC risks for RAD51C and RAD51D pathogenic variant carriers varied by cancer family history and could be as high as 32–36% for TOC, for carriers with two first-degree relatives diagnosed with TOC, or 44–46% for BC, for carriers with two first-degree relatives diagnosed with BC. Conclusions These estimates will facilitate the genetic counseling of RAD51C and RAD51D pathogenic variant carriers and justify the incorporation of RAD51C and RAD51D into cancer risk prediction models.
Cancer Risks Associated With GermlinePALB2Pathogenic Variants: An International Study of 524 Families
Yang, Xin , Doroszuk, Alicja, Schneider, Sandra , Allen, Jamie , Decker, Brennan , Redman, James , Scarth, James A. , Plaskocinska, Inga, Luccarini, Craig , Shah, Mitul , Pooley, Karen A. , Dorling, Leila , Lee, Andrew , Adank, Muriel A. , Aittomäki, Kristiina, Andrulis, Irene L. , Ang, Peter , Bernstein, Jonine L. , Bobolis, Kristie, Borg, Åke , Blomqvist, Carl , Claes, Kathleen , Cuggia, Adeline , Culver, Julie O. , Damiola, Francesca , Pauw, Antoine De , Dolinsky, Jill S. , Engel, Christoph , Evans, D. Gareth , Goode, Ellen L. , Gruber, Stephen B., Hahnen, Eric , Hake, Christopher R., Heikkinen, Tuomas , Hurley, Judith , Janavičius, Ramūnas , Kleibl, Zdeněk , Kleiblová, Petra , Konstantopoulou, Irene , Kvist, Anders , LaDuca, Holly , Lee, Ann S. G. , Lesueur, Fabienne , Mannermaa, Arto, Manoukian, Siranoush , McFarland, Rachel, McKinnon, Wendy, Meindl, Alfons , Metcalfe, Kelly , Taib, Nur Aishah Mohd , Moilanen, Jukka S. , Nathanson, Katherine L. , Ng, Pei Sze , Nguyen‐Dumont, Tú , Nielsen, Sarah M. , Obermair, Florian , Offit, Kenneth, Olopade, Olufunmilayo I. , Ottini, Laura , Penkert, Judith , Pylkäs, Katri , Ramus, Susan J. , Rudaitis, Vilius , Side, Lucy, Silva‐Smith, Rachel , Silvestri, Valentina , Skytte, Anne‐Bine , Slavin, Thomas, Soukupová, Jana , Trainer, Alison H., Unzeitig, Gary, Usha, Lydia , Hansen, Thomas van Overeem , Whitworth, James , Wood, Marie , Yip, Cheng Har , Yoon, Sook‐Yee , Yussuf, Amal , Zogopoulos, George , Goldgar, David E. , Chenevix‐Trench, Georgia , George, Sophia , Houdayer, Claude , James, Paul A. , El-Haffaf, Zaki, Ehrencrona, Hans , Janatová, Markéta , Peterlongo, Paolo , Nevanlinna, Heli, Schmutzler, Rita K., Teo, Soo‐Hwang , Weitzel, Jeffrey N. , Elliott, Aaron , Winqvist, Robert , Easton, Douglas F. , Antoniou, Antonis C. , Houdayer, Claude , James, Paul , Lesueur, Fabienne , Peterlongo, Paolo , Ramus, Susan J , Teo, Soo H , Weitzel, Jeffrey N , Claes, Kathleen B M , Ehrencrona, Hans , Evans, D Gareth , Konstantopoulou, Irene , Olopade, Olufunmilayo I , Silvestri, Valentina , Nathanson, Katherine L , Engel, Christoph , Nguyen-Dumont, Tu , Chenevix-Trench, Georgia , Ottini, Laura , Metcalfe, Kelly A , Pylkäs, Katri , Janatova, Marketa , Soukupova, Jana , Hansen, Thomas van Overeem , Kleibl, Zdenek , Manoukian, Siranoush , Mohd Taib, Nur Aishah , Decker, Brennan , Leslie, Goska , Dunning, Alison M. , Adlard, Julian , Barwell, Julian , CONCANNON, PATRICK J. , Dı́ez, Orland , Domchek, Susan M. , Fostira, Florentia , Garber, Judy E. , Golmard, Lisa , Maher, Eamonn R. , Mannermaa, Arto, Meindl, Alfons , Neuhausen, Susan L. , Radice, Paolo , Slavin, Thomas P. , Tondini, Carlo Alberto , Hopper, John L. , Pharoah, Paul D.P. , Balmañà, Judith , El-Haffaf, Zaki, Nevanlinna, Heli , Robson, Mark E. , Pal, Tuya , Couch, Fergus J. , Southey, Melissa C. , Foulkes, William D. , Tischkowitz, Marc D.

Journal of Clinical Oncology | December 16, 2019 | Volume: 38 | Issue: 7 | Pages: 674-685

10.1200/jco.19.01907 Get It

PURPOSETo estimate age-specific relative and absolute cancer risks of breast cancer and to estimate risks of ovarian, pancreatic, male breast, prostate, and colorectal cancers associated with germline PALB2 pathogenic variants (PVs) because these risks have not been extensively characterized.METHODSWe analyzed data from 524 families with PALB2 PVs from 21 countries. Complex segregation analysis was used to estimate relative risks (RRs; relative to country-specific population incidences) and absolute risks of cancers. The models allowed for residual familial aggregation of breast and ovarian cancer and were adjusted for the family-specific ascertainment schemes.RESULTSWe found associations between PALB2 PVs and risk of female breast cancer (RR, 7.18; 95% CI, 5.82 to 8.85; P = 6.5 × 10−76), ovarian cancer (RR, 2.91; 95% CI, 1.40 to 6.04; P = 4.1 × 10−3), pancreatic cancer (RR, 2.37; 95% CI, 1.24 to 4.50; P = 8.7 × 10−3), and male breast cancer (RR, 7.34; 95% CI, 1.28 to 42.18; P = 2.6 × 10−2). There was no evidence for increased risks of prostate or colorectal cancer. The breast cancer RRs declined with age ( P for trend = 2.0 × 10−3). After adjusting for family ascertainment, breast cancer risk estimates on the basis of multiple case families were similar to the estimates from families ascertained through population-based studies ( P for difference = .41). On the basis of the combined data, the estimated risks to age 80 years were 53% (95% CI, 44% to 63%) for female breast cancer, 5% (95% CI, 2% to 10%) for ovarian cancer, 2%-3% (95% CI females, 1% to 4%; 95% CI males, 2% to 5%) for pancreatic cancer, and 1% (95% CI, 0.2% to 5%) for male breast cancer.CONCLUSIONThese results confirm PALB2 as a major breast cancer susceptibility gene and establish substantial associations between germline PALB2 PVs and ovarian, pancreatic, and male breast cancers. These findings will facilitate incorporation of PALB2 into risk prediction models and optimize the clinical cancer risk management of PALB2 PV carriers.
Large scale multifactorial likelihood quantitative analysis of BRCA1 and BRCA2 variants: An ENIGMA resource to support clinical variant classification
Parsons, Michael T. , Tudini, Emma , Hahnen, Eric, Wappenschmidt, Barbara, Feliubadaló, Lídia , Aalfs, Cora M. , Agata, Simona, Aittomäki, Kristiina, Alducci, Elisa, Alonso‐Cerezo, María Concepción , Arnold, Norbert, Auber, Bernd , Austin, Rachel , Azzollini, Jacopo , Balmañà, Judith , Bartram, Claus R., Blümcke, Britta, Bonache, Sandra , Bonanni, Bernardo, Borg, Åke , Bortesi, Beatrice, Brunet, Joan , Bruzzone, Carla, Bucksch, Karolin , Cagnoli, Giulia , Caldés, Trinidad, Caliebe, Almuth , Calvello, Mariarosaria , Capone, Gabriele Lorenzo, Caputo, Sandrine M. , Carrasco, Estela , Caux‐Moncoutier, Virginie, Cavalli, Pietro, Cini, Giulia , Clarke, Edward , Cops, Elisa J., Cortesi, Laura , Couch, Fergus J., Darder, Esther , Debatin, Irmgard, Valle, Jesús Del , Delnatte, Capucine, Derive, Nicolas , Ditsch, Nina, Domchek, Susan M., Dutrannoy, Véronique, Eccles, Diana , Ehrencrona, Hans , Enders, Ute, Evans, D. Gareth , Farra, Chantal, Faust, Ulrike , Felbor, Ute , Feroce, Irène , Fine, Miriam, Galvão, Henrique C.R. , Gambino, Gaetana , Gehrig, Andrea, Gensini, Francesca , Germani, Aldo , Giesecke, J, Gómez, Carolina, Garcia, Encarna B., González, Sara , Grau, Èlia, Grill, Sabine , Groß, Eva, Guillaud‐Bataille, Marine , Gutiérrez‐Enríquez, Sara , Haaf, Thomas, Hackmann, Karl , Hansen, Thomas van Overeem , Harris, Marion, Hauke, Jan , Heinrich, T., Hellebrand, Heide, Herold, Karen, Honisch, Ellen, Horváth, Judit , Houdayer, Claude , Hübbel, Verena, Iglesias, Sílvia, Izquierdo, Á. , James, Paul A. , Janssen, Linda A.M., Jeschke, Udo, Kaulfuß, Silke , Keupp, Katharina, Kiechle, Marion , Kölbl, Alexandra C., Krieger, Sophie , Kruse, Torben A., Kvist, Anders , Lalloo, Fiona, Larsen, Mirjam, Lattimore, Vanessa , Lautrup, Charlotte Kvist , Ledig, Susanne, Leinert, Elena , Lim, Joanna , Loeffler, Markus, López‐Fernández, Adrià , Lucci‐Cordisco, Emanuela , Maass, Nicolai, Manoukian, Siranoush, Marabelli, Monica , Matricardi, Laura , Meindl, Alfons , Michelli, Rodrigo D., Moghadasi, Setareh , Moles‐Fernández, Alejandro , Montagna, Marco , Montalban, Gemma , Monteiro, Álvaro N.A. , Montes, Eva, Mori, Luigi , Müller, Clemens R., Mundhenke, Christoph , Naldi, Nadia, Nathanson, Katherine L. , Navarro, Matilde, Nichols, Cassandra , Niederacher, Dieter , Nielsen, Henriette Roed, Ong, Kai‐Ren , Pachter, Nicholas , Palmero, Edenir Inêz , Pedersen, Inge Søkilde , Peissel, Bernard , Pfeifer, Katharina, Pineda, Marta , Pohl‐Rescigno, Esther, Quante, Anne S. , Ramser, Juliane, Reis, Rui Manuel , Révillion, Françoise, Rhiem, Kerstin, Riboli, Barbara, Ritter, Julia, Rivera, Daniela , Rofes, Paula , Rump, Andreas , Salinas, Mónica, Abajo, A.M. SÁnchez De, Schmidt, Gunnar, Schoenwiese, Ulrike, Seggewiß, Jochen, Solanes, Ares, Stiller, Mathias , Sullivan, Kelly J., Susman, Rachel , Sutter, Christian , Tavtigian, Sean V. , Teo, Soo‐Hwang , Thomassen, Mads, Tibiletti, Maria Grazia , Tognazzo, Silvia , Tornero, Eva , Törngren, Therese , Torres‐Esquius, Sara , Trainer, Alison, Tucker, Kathy , Asperen, Christi J. van, Mackelenbergh, Marion van , Varesco, Liliana, Vargas‐Parra, Gardenia , Varon, Raymonda, Vega, Ana , Velasco, Ángela, Vesper, Anne‐Sophie, Viel, Alessandra , Vreeswijk, Maaike P.G. , Wagner, Sebastian , Waha, Anke, Walker, Logan C., Walters, Rhiannon, Wang‐Gohrke, Shan , Weber, Bernhard , Weichert, Wilko , Wieland, Kerstin, Wöckel, Achim , Woodward, Emma R. , Zachariae, Silke , Zampiga, Valentina , Zeder-Göß, C, Investigators, KConFab, Lázaro, Conxi, Nicolo, Arcangela De , Radice, Paolo , Engel, Christoph , Schmutzler, Rita K., Goldgar, David E. , Manoukian, Siranoush , Gómez, E. , Houdayer, Claude , de la Hoya, Miguel , Diez, Orland , Eccles, Diana , Gutiérrez-Enríquez, Sara , Susman, Rachel , Tavtigian, Sean V , Toland, Amanda Ewart , Toss, Angela , Vega, Ana , Vreeswijk, Maaike P G , Woodward, Emma R , Radice, Paolo , Spurdle, Amanda B , James, Paul , Parsons, Michael T , Teo, Soo H , Monteiro, Alvaro N , Auber, Bernd , Azzollini, Jacopo , Brunet, Joan , Darder, Esther , Ehrencrona, Hans , Evans, D Gareth , Matricardi, Laura , Palmero, Edenir I , Nathanson, Katherine L , Pineda, Marta , Cini, Giulia , Cortesi, Laura , Del Valle, Jesús , Engel, Christoph , Izquierdo, Angel , Montagna, Marco , Rump, Andreas , Viel, Alessandra , Reis, Rui Manuel , Montalban, Gemma , Calvello, Mariarosaria , Feliubadaló, Lidia , Gómez-García, Encarna B , González, Sara , Hansen, Thomas van Overeem , Hauke, Jan , Zampiga, Valentina , De Nicolo, Arcangela , Manoukian, Siranoush , Li, Hongyan , Hahnen, Eric , Agata, Simona , Barbieri, Elena , Blanco, Ana , Bonanni, Bernardo , Bruzzone, Carla, Caligo, Maria A. , Carnevali, Ileana Wanda , Cavalli, Pietro , Concolino, Paola , Hoya, Miguel de la , Dean, Michael , Dı́ez, Orland , Farra, Chantal, Foulkes, William D. , Gerdes, Anne‐Marie , Gismondi, Viviana , Garcia, Encarna B., Guerrieri‐Gonzaga, Aliana , Guillaud-Bataille, Marine , Jeschke, Udo , Lewis, Alexandra L. , Loeffler, Markus, Meindl, Alfons , Moserle, Lidia , Navarro, Matilde, Nevanlinna, Heli , Papi, Laura , Perez-Segura, Pedro , Pohl‐Rescigno, Esther, Poplawski, Nicola Kazia , Porfirio, Berardino , Révillion, Françoise, Rhiem, Kerstin , Steinemann, Doris , Stoppa‐Lyonnet, Dominique , Sullivan, Kelly J., Teulé, Àlex , Tischkowitz, Marc D. , Asperen, Christi J. van , Varesco, Liliana , Velasco, Àngela , Weber, Bernhard H. F., Wiesmüller, Lisa , Witzel, Isabell , Investigators, kConFab, Lázaro, Conxi, Spurdle, Amanda B. , Balmaña, Judith , Austin, Rachel

Human Mutation | May 27, 2019 | Volume: 40 | Issue: 9 | Pages: 1557-1578

10.1002/humu.23818 Get It

gsSKAT: Rapid gene set analysis and multiple testing correction for rare‐variant association studies using weighted linear kernels
McDonnell, Shannon K. , Stanford, Janet L. , Ostrander, Elaine A. , Isaacs, William B., Xu, Jianfeng , Cooney, Kathleen A. , Lange, Ethan M. , Schleutker, Johanna , Carpten, John D. , Powell, Isaac J., Bailey‐Wilson, Joan E. , Cussenot, Olivier , Cancel‐Tassin, Géraldine , MacInnis, Robert J. , Maier, Christiane, Whittemore, Alice S. , Hsieh, Chih‐Lin , Catolona, William J., Mandal, Diptasri , Eeles, Rosalind A. , Ackerman, Michael J. , Olson, Timothy M. , Klein, Christopher J. , Thibodeau, Stephen N. , Schaid, Daniel J. , McDonnell, Shannon, Larson, Nicholas B. , Cannon‐Albright, Lisa , Teerlink, Craig C. , Giles, Graham G. , Wiklund, Fredrik E. , Foulkes, William D. , Kote‐Jarai, Zsofia , Klein, Christopher J , Eeles, Rosalind A , Wilson, Richard K , Schleutker, Johanna , Maclnnis, Robert , Olson, Timothy M , McDonnell, Shannon K

Genetic Epidemiology | February 17, 2017 | Volume: 41 | Issue: 4 | Pages: 297-308

10.1002/gepi.22036 Get It

ABSTRACTNext‐generation sequencing technologies have afforded unprecedented characterization of low‐frequency and rare genetic variation. Due to low power for single‐variant testing, aggregative methods are commonly used to combine observed rare variation within a single gene. Causal variation may also aggregate across multiple genes within relevant biomolecular pathways. Kernel‐machine regression and adaptive testing methods for aggregative rare‐variant association testing have been demonstrated to be powerful approaches for pathway‐level analysis, although these methods tend to be computationally intensive at high‐variant dimensionality and require access to complete data. An additional analytical issue in scans of large pathway definition sets is multiple testing correction. Gene set definitions may exhibit substantial genic overlap, and the impact of the resultant correlation in test statistics on Type I error rate control for large agnostic gene set scans has not been fully explored. Herein, we first outline a statistical strategy for aggregative rare‐variant analysis using component gene‐level linear kernel score test summary statistics as well as derive simple estimators of the effective number of tests for family‐wise error rate control. We then conduct extensive simulation studies to characterize the behavior of our approach relative to direct application of kernel and adaptive methods under a variety of conditions. We also apply our method to two case‐control studies, respectively, evaluating rare variation in hereditary prostate cancer and schizophrenia. Finally, we provide open‐source R code for public use to facilitate easy application of our methods to existing rare‐variant analysis results.