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1. Polygenic risk modeling for prediction of epithelial ovarian cancer risk

Author

Dareng, Eileen O., Tyrer, Jonathan P., Barnes, Daniel R., Jones, Michelle R., Yang, Xin, Aben, Katja K. H., Adank, Muriel A., Agata, Simona, Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Aravantinos, Gerasimos, Arun, Banu K., Augustinsson, Annelie, Balmaña, Judith, Bandera, Elisa V., Barkardottir, Rosa B., Barrowdale, Daniel, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bermisheva, Marina, Bernardini, Marcus Q., Bjorge, Line, Black, Amanda, Bogdanova, Natalia V., Bonanni, Bernardo, Borg, Ake, Brenton, James D., Budzilowska, Agnieszka, Butzow, Ralf, Buys, Saundra S., Cai, Hui, Caligo, Maria A., Campbell, Ian, Cannioto, Rikki, Cassingham, Hayley, Chang-Claude, Jenny, Chanock, Stephen J., Chen, Kexin, Chiew, Yoke-Eng, Chung, Wendy K., Claes, Kathleen, Colonna, Sarah, Lesueur, Fabienne, Mebirouk, Noura, Engel, Christoph, Schmutzler, Rita K., Davies, Eleanor, Eccles, Diana M., Evans, D. Gareth, Cook, Linda S., Couch, Fergus J., Daly, Mary B., Dao, Fanny, de la Hoya, Miguel, de Putter, Robin, Dennis, Joe, DePersia, Allison, Devilee, Peter, Diez, Orland, Ding, Yuan Chun, Doherty, Jennifer A., Domchek, Susan M., Dörk, Thilo, du Bois, Andreas, Dürst, Matthias, Eliassen, Heather A., Evans, Gareth D., Fasching, Peter A., Flanagan, James M., Fortner, Renée T., Machackova, Eva, Friedman, Eitan, Ganz, Patricia A., Garber, Judy, Gensini, Francesca, Giles, Graham G., Glendon, Gord, Godwin, Andrew K., Goodman, Marc T., Greene, Mark H., Gronwald, Jacek, Hahnen, Eric, Haiman, Christopher A., Håkansson, Niclas, Hamann, Ute, Hansen, Thomas V. O., Harris, Holly R., Hartman, Mikael, Heitz, Florian, Hildebrandt, Michelle A. T., Høgdall, Estrid, Høgdall, Claus K., Hopper, John L., Huang, Ruea-Yea, Huff, Chad, Hulick, Peter J., Huntsman, David G., Imyanitov, Evgeny N., Chenevix-Trench, Georgia, van der Hout, Annemieke H., Isaacs, Claudine, Jakubowska, Anna, James, Paul A., Janavicius, Ramunas, Jensen, Allan, Johannsson, Oskar Th., John, Esther M., Jones, Michael E., Kang, Daehee, Karlan, Beth Y., Karnezis, Anthony, Kelemen, Linda E., Khusnutdinova, Elza, Kiemeney, Lambertus A., Kim, Byoung-Gie, Kjaer, Susanne K., Komenaka, Ian, Kupryjanczyk, Jolanta, Kurian, Allison W., Kwong, Ava, Lambrechts, Diether, Larson, Melissa C., Lazaro, Conxi, Le, Nhu D., Leslie, Goska, Lester, Jenny, Levine, Douglas A., Li, Lian, Li, Jingmei, Loud, Jennifer T., Lu, Karen H., Lubiński, Jan, Mai, Phuong L., Manoukian, Siranoush, Marks, Jeffrey R., Matsuno, Rayna Kim, Matsuo, Keitaro, May, Taymaa, McGuffog, Lesley, McLaughlin, John R., McNeish, Iain A., Menon, Usha, Miller, Austin, Milne, Roger L., Minlikeeva, Albina, Modugno, Francesmary, Montagna, Marco, Moysich, Kirsten B., Munro, Elizabeth, Nathanson, Katherine L., Neuhausen, Susan L., Nevanlinna, Heli, Yie, Joanne Ngeow Yuen, Nielsen, Henriette Roed, Nielsen, Finn C., Nikitina-Zake, Liene, Odunsi, Kunle, Offit, Kenneth, Olah, Edith, Olbrecht, Siel, Olopade, Olufunmilayo I., Olson, Sara H., Olsson, Håkan, Osorio, Ana, Papi, Laura, Park, Sue K., Parsons, Michael T., Pathak, Harsha, Pedersen, Inge Sokilde, Peixoto, Ana, Pejovic, Tanja, Perez-Segura, Pedro, Permuth, Jennifer B., Peshkin, Beth, Peterlongo, Paolo, Piskorz, Anna, Prokofyeva, Darya, Radice, Paolo, Rantala, Johanna, Riggan, Marjorie J., Risch, Harvey A., Rodriguez-Antona, Cristina, Ross, Eric, Rossing, Mary Anne, Runnebaum, Ingo, Sandler, Dale P., Santamariña, Marta, Soucy, Penny, Setiawan, V. Wendy, Shan, Kang, Sieh, Weiva, Simard, Jacques, Singer, Christian F., Sokolenko, Anna P., Song, Honglin, Southey, Melissa C., Steed, Helen, Stoppa-Lyonnet, Dominique, Sutphen, Rebecca, Swerdlow, Anthony J., Tan, Yen Yen, Teixeira, Manuel R., Teo, Soo Hwang, Terry, Kathryn L., Terry, Mary Beth, Thompson, Pamela J., Thomsen, Liv Cecilie Vestrheim, Titus, Linda, Trabert, Britton, Travis, Ruth, Tworoger, Shelley S., Valen, Ellen, van Altena, Anne M., Van Nieuwenhuysen, Els, Edwards, Digna Velez, Vierkant, Robert A., Wang, Frances, Webb, Penelope M., Weinberg, Clarice R., Wentzensen, Nicolas, White, Emily, Whittemore, Alice S., Winham, Stacey J., Wolk, Alicja, Woo, Yin-Ling, Wu, Anna H., Yan, Li, Yannoukakos, Drakoulis, Zheng, Wei, Ziogas, Argyrios, Lawrenson, Kate, deFazio, Anna, Ramus, Susan J., Pearce, Celeste L., Monteiro, Alvaro N., Cunningham, Julie M., Goode, Ellen L., Schildkraut, Joellen M., Berchuck, Andrew, Gayther, Simon A., Pharoah, Paul D. P., Claes, Kathleen B. M., Thomassen, Mads, Thull, Darcy L., Tischkowitz, Marc, Toland, Amanda E., Torres, Diana, Tung, Nadine, van Rensburg, Elizabeth J., Vega, Ana, Wappenschmidt, Barbara, Weitzel, Jeffrey N., Zavaglia, Katia M., Zorn, Kristin K., Sellers, Thomas A., Antoniou, Antonis C., Kleibl, Zdenek, Easton, Douglas, DeFazio, Anna, Cunningham, Julie, GEMO Study Collaborators, [missing], GC-HBOC Study Collaborators, [missing], EMBRACE Collaborators, [missing], OPAL Study Group, [missing], AOCS Group, [missing], KConFab Investigators, [missing], HEBON Investigators, [missing], The OCAC Consortium, [missing], The CIMBA Consortium, [missing], Clinicum, Department of Pathology, HUSLAB, Department of Obstetrics and Gynecology, HUS Gynecology and Obstetrics, Faculteit Medische Wetenschappen/UMCG, Institut Català de la Salut, [Dareng EO, Barnes DR, Yang X] University of Cambridge, Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, Cambridge, UK. [Tyrer JP] University of Cambridge, Centre for Cancer Genetic Epidemiology, Department of Oncology, Cambridge, UK. [Jones MR] Center for Bioinformatics and Functional Genomics, Cedars-Sinai Medical Center, Los Angeles, CA, USA. [Aben KKH] Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, The Netherlands. Netherlands Comprehensive Cancer Organisation, Utrecht, The Netherlands. [Balmaña J] Hereditary cancer Genetics Group, Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain. Servei d’Oncologia Mèdica, Vall d’Hebron Hospital Universitari, Barcelona, Spain. [Diez O] Oncogenetics Group, Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain. Àrea de Genètica Clínica i Molecular, Vall d’Hebron Hospital Universitari, Barcelona, Spain, Vall d'Hebron Barcelona Hospital Campus, Ovarian Cancer Action, and National Institute for Health Research

Subjects
Male, Biochemistry & Molecular Biology, OCAC Consortium, Genetic Phenomena::Genotype::Genetic Predisposition to Disease [PHENOMENA AND PROCESSES], Breast Neoplasms, Ovaris - Càncer - Aspectes genètics, Carcinoma, Ovarian Epithelial, SUSCEPTIBILITY, Polymorphism, Single Nucleotide, GEMO Study Collaborators, Risk Factors, OPAL Study Group, Other subheadings::Other subheadings::/genetics [Other subheadings], Medicine and Health Sciences, Genetics, Ovaris - Càncer - Propensió, Humans, Genetic Predisposition to Disease, Prospective Studies, EMBRACE Collaborators, GC-HBOC Study Collaborators, Genetics (clinical), HEBON Investigators, fenómenos genéticos::genotipo::predisposición genética a la enfermedad [FENÓMENOS Y PROCESOS], Medicinsk genetik, Ovarian Neoplasms, Genetics & Heredity, 0604 Genetics, Science & Technology, Otros calificadores::Otros calificadores::/genética [Otros calificadores], 1184 Genetics, developmental biology, physiology, Neoplasms::Neoplasms::Neoplasms by Site::Endocrine Gland Neoplasms::Ovarian Neoplasms::Carcinoma, Ovarian Epithelial [DISEASES], 1103 Clinical Sciences, Bayes Theorem, AOCS Group, neoplasias::neoplasias::neoplasias por localización::neoplasias de las glándulas endocrinas::neoplasias ováricas::carcinoma epitelial de ovario [ENFERMEDADES], Women's cancers Radboud Institute for Health Sciences [Radboudumc 17], Carcinoma, Ovarian Epithelial/genetics, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], CIMBA Consortium, 1182 Biochemistry, cell and molecular biology, Female, KConFab Investigators, Ovarian Neoplasms/epidemiology, Medical Genetics, Life Sciences & Biomedicine
Abstract

Clinical genetics; Genetic markers; Risk factors Genética clínica; Marcadores genéticos; Factores de riesgo Genètica clínica; Marcadors genètics; Factors de risc Polygenic risk scores (PRS) for epithelial ovarian cancer (EOC) have the potential to improve risk stratification. Joint estimation of Single Nucleotide Polymorphism (SNP) effects in models could improve predictive performance over standard approaches of PRS construction. Here, we implemented computationally efficient, penalized, logistic regression models (lasso, elastic net, stepwise) to individual level genotype data and a Bayesian framework with continuous shrinkage, “select and shrink for summary statistics” (S4), to summary level data for epithelial non-mucinous ovarian cancer risk prediction. We developed the models in a dataset consisting of 23,564 non-mucinous EOC cases and 40,138 controls participating in the Ovarian Cancer Association Consortium (OCAC) and validated the best models in three populations of different ancestries: prospective data from 198,101 women of European ancestries; 7,669 women of East Asian ancestries; 1,072 women of African ancestries, and in 18,915 BRCA1 and 12,337 BRCA2 pathogenic variant carriers of European ancestries. In the external validation data, the model with the strongest association for non-mucinous EOC risk derived from the OCAC model development data was the S4 model (27,240 SNPs) with odds ratios (OR) of 1.38 (95% CI: 1.28–1.48, AUC: 0.588) per unit standard deviation, in women of European ancestries; 1.14 (95% CI: 1.08–1.19, AUC: 0.538) in women of East Asian ancestries; 1.38 (95% CI: 1.21–1.58, AUC: 0.593) in women of African ancestries; hazard ratios of 1.36 (95% CI: 1.29–1.43, AUC: 0.592) in BRCA1 pathogenic variant carriers and 1.49 (95% CI: 1.35–1.64, AUC: 0.624) in BRCA2 pathogenic variant carriers. Incorporation of the S4 PRS in risk prediction models for ovarian cancer may have clinical utility in ovarian cancer prevention programs.

Published
2022

2. Menopausal hormone therapy prior to the diagnosis of ovarian cancer is associated with improved survival

Author

Brieger, Katharine K, Peterson, Siri, Lee, Alice W, Mukherjee, Bhramar, Bakulski, Kelly M, Alimujiang, Aliya, Anton-Culver, Hoda, Anglesio, Michael S, Bandera, Elisa V, Berchuck, Andrew, Bowtell, David DL, Chenevix-Trench, Georgia, Cho, Kathleen R, Cramer, Daniel W, DeFazio, Anna, Doherty, Jennifer A, Fortner, Renée T, Garsed, Dale W, Gayther, Simon A, Gentry-Maharaj, Aleksandra, Goode, Ellen L, Goodman, Marc T, Harris, Holly R, Høgdall, Estrid, Huntsman, David G, Shen, Hui, Jensen, Allan, Johnatty, Sharon E, Jordan, Susan J, Kjaer, Susanne K, Kupryjanczyk, Jolanta, Lambrechts, Diether, McLean, Karen, Menon, Usha, Modugno, Francesmary, Moysich, Kirsten, Ness, Roberta, Ramus, Susan J, Richardson, Jean, Risch, Harvey, Rossing, Mary Anne, Trabert, Britton, Wentzensen, Nicolas, Ziogas, Argyrios, Terry, Kathryn L, Wu, Anna H, Hanley, Gillian E, Pharoah, Paul, Webb, Penelope M, Pike, Malcolm C, Pearce, Celeste Leigh, and Ovarian Cancer Association Consortium

Subjects
Ovarian Neoplasms, Aging, Hormone Replacement Therapy, Ovarian Cancer Association Consortium, Estrogen Replacement Therapy, Oncology and Carcinogenesis, Middle Aged, Estrogen, Progression-Free Survival, Ovarian Cancer, Survival Rate, Postmenopause, Paediatrics and Reproductive Medicine, Rare Diseases, Residual, Humans, Neoplasm, Female, Oncology & Carcinogenesis, Progestins, Neoplasm Staging, Proportional Hazards Models, Aged, Cancer
Abstract

PurposePrior studies of menopausal hormone therapy (MHT) and ovarian cancer survival have been limited by lack of hormone regimen detail and insufficient sample sizes. To address these limitations, a comprehensive analysis of 6419 post-menopausal women with pathologically confirmed ovarian carcinoma was conducted to examine the association between MHT use prior to diagnosis and survival.MethodsData from 15 studies in the Ovarian Cancer Association Consortium were included. MHT use was examined by type (estrogen-only (ET) or estrogen+progestin (EPT)), duration, and recency of use relative to diagnosis. Cox proportional hazards models were used to estimate the association between hormone therapy use and survival. Logistic regression and mediation analysis was used to explore the relationship between MHT use and residual disease following debulking surgery.ResultsUse of ET or EPT for at least five years prior to diagnosis was associated with better ovarian cancer survival (hazard ratio, 0.80; 95% CI, 0.74 to 0.87). Among women with advanced stage, high-grade serous carcinoma, those who used MHT were less likely to have any macroscopic residual disease at the time of primary debulking surgery (p for trend

Published
2020

3. Association between genetically predicted polycystic ovary syndrome and ovarian cancer: a Mendelian randomization study

Author

Harris, Holly R, Cushing-Haugen, Kara L, Webb, Penelope M, Nagle, Christina M, Jordan, Susan J, Australian Ovarian Cancer Study Group, Risch, Harvey A, Rossing, Mary Anne, Doherty, Jennifer A, Goodman, Marc T, Modugno, Francesmary, Ness, Roberta B, Moysich, Kirsten B, Kjær, Susanne K, Høgdall, Estrid, Jensen, Allan, Schildkraut, Joellen M, Berchuck, Andrew, Cramer, Daniel W, Bandera, Elisa V, Rodriguez, Lorna, Wentzensen, Nicolas, Kotsopoulos, Joanne, Narod, Steven A, McLaughlin, John R, Anton-Culver, Hoda, Ziogas, Argyrios, Pearce, Celeste L, Wu, Anna H, Lindström, Sara, and Terry, Kathryn L

Subjects
Australian Ovarian Cancer Study Group, Endometrioid, Epidemiology, Reproductive health and childbirth, Adenocarcinoma, Clear Cell, Cystic, Rare Diseases, histotype, Clinical Research, Neoplasms, Mendelian randomization, Genetics, Humans, Mucinous, Polycystic ovary syndrome, Cancer, Ovarian Neoplasms, and Serous, Prevention, Contraception/Reproduction, Carcinoma, Statistics, Mendelian Randomization Analysis, Ovarian Cancer, Good Health and Well Being, Infertility, Public Health and Health Services, Female
Abstract

BackgroundPolycystic ovary syndrome (PCOS) is a complex endocrine disorder with an estimated prevalence of 4-21% in reproductive aged women. Recently, the Ovarian Cancer Association Consortium (OCAC) reported a decreased risk of invasive ovarian cancer among women with self-reported PCOS. However, given the limitations of self-reported PCOS, the validity of these observed associations remains uncertain. Therefore, we sought to use Mendelian randomization with genetic markers as a proxy for PCOS, to examine the association between PCOS and ovarian cancer.MethodsUtilizing 14 single nucleotide polymorphisms (SNPs) previously associated with PCOS we assessed the association between genetically predicted PCOS and ovarian cancer risk, overall and by histotype, using summary statistics from a previously conducted genome-wide association study (GWAS) of ovarian cancer among European ancestry women within the OCAC (22406 with invasive disease, 3103 with borderline disease and 40941 controls).ResultsAn inverse association was observed between genetically predicted PCOS and invasive ovarian cancer risk: odds ratio (OR)=0.92 [95% confidence interval (CI)=0.85-0.99; P = 0.03]. When results were examined by histotype, the strongest inverse association was observed between genetically predicted PCOS and endometrioid tumors (OR = 0.77; 95% CI = 0.65-0.92; P = 0.003). Adjustment for individual-level body mass index, oral contraceptive use and parity did not materially change the associations.ConclusionOur study provides evidence for a relationship between PCOS and reduced ovarian cancer risk, overall and among specific histotypes of invasive ovarian cancer. These results lend support to our previous observational study results. Future studies are needed to understand mechanisms underlying this association.

Published
2019

4. Robust Tests for Additive Gene-Environment Interaction in Case-Control Studies Using Gene-Environment Independence

Author

Liu, Gang, Mukherjee, Bhramar, Lee, Seunggeun, Lee, Alice W, Wu, Anna H, Bandera, Elisa V, Jensen, Allan, Rossing, Mary Anne, Moysich, Kirsten B, Chang-Claude, Jenny, Doherty, Jennifer A, Gentry-Maharaj, Aleksandra, Kiemeney, Lambertus, Gayther, Simon A, Modugno, Francesmary, Massuger, Leon, Goode, Ellen L, Fridley, Brooke L, Terry, Kathryn L, Cramer, Daniel W, Ramus, Susan J, Anton-Culver, Hoda, Ziogas, Argyrios, Tyrer, Jonathan P, Schildkraut, Joellen M, Kjaer, Susanne K, Webb, Penelope M, Ness, Roberta B, Menon, Usha, Berchuck, Andrew, Pharoah, Paul D, Risch, Harvey, Pearce, Celeste Leigh, Ovarian Cancer Association Consortium, Tyrer, Jonathan [0000-0003-3724-4757], Pharoah, Paul [0000-0001-8494-732X], and Apollo - University of Cambridge Repository

Subjects
Epidemiology, Ovarian Cancer Association Consortium, empirical Bayes estimation, Bayes Theorem, Medical and Health Sciences, genetic risk score, Mathematical Sciences, relative excess risk, shrinkage, Bias, bias-variance tradeoff, Case-Control Studies, Epidemiologic Research Design, Humans, Regression Analysis, Computer Simulation, Gene-Environment Interaction, effect modification, Retrospective Studies
Abstract

There have been recent proposals advocating the use of additive gene-environment interaction instead of the widely used multiplicative scale, as a more relevant public health measure. Using gene-environment independence enhances statistical power for testing multiplicative interaction in case-control studies. However, under departure from this assumption, substantial bias in the estimates and inflated type I error in the corresponding tests can occur. In this paper, we extend the empirical Bayes (EB) approach previously developed for multiplicative interaction, which trades off between bias and efficiency in a data-adaptive way, to the additive scale. An EB estimator of the relative excess risk due to interaction is derived, and the corresponding Wald test is proposed with a general regression setting under a retrospective likelihood framework. We study the impact of gene-environment association on the resultant test with case-control data. Our simulation studies suggest that the EB approach uses the gene-environment independence assumption in a data-adaptive way and provides a gain in power compared with the standard logistic regression analysis and better control of type I error when compared with the analysis assuming gene-environment independence. We illustrate the methods with data from the Ovarian Cancer Association Consortium.

Published
2018
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5. Adult height is associated with increased risk of ovarian cancer: a Mendelian randomisation study

Author

Dixon-Suen, Suzanne C, Nagle, Christina M, Thrift, Aaron P, Pharoah, Paul DP, Ewing, Ailith, Pearce, Celeste Leigh, Zheng, Wei, Australian Ovarian Cancer Study Group, Chenevix-Trench, Georgia, Fasching, Peter A, Beckmann, Matthias W, Lambrechts, Diether, Vergote, Ignace, Lambrechts, Sandrina, Van Nieuwenhuysen, Els, Rossing, Mary Anne, Doherty, Jennifer A, Wicklund, Kristine G, Chang-Claude, Jenny, Jung, Audrey Y, Moysich, Kirsten B, Odunsi, Kunle, Goodman, Marc T, Wilkens, Lynne R, Thompson, Pamela J, Shvetsov, Yurii B, Dörk, Thilo, Park-Simon, Tjoung-Won, Hillemanns, Peter, Bogdanova, Natalia, Butzow, Ralf, Nevanlinna, Heli, Pelttari, Liisa M, Leminen, Arto, Modugno, Francesmary, Ness, Roberta B, Edwards, Robert P, Kelley, Joseph L, Heitz, Florian, du Bois, Andreas, Harter, Philipp, Schwaab, Ira, Karlan, Beth Y, Lester, Jenny, Orsulic, Sandra, Rimel, Bobbie J, Kjær, Susanne K, Høgdall, Estrid, Jensen, Allan, Goode, Ellen L, Fridley, Brooke L, Cunningham, Julie M, Winham, Stacey J, Giles, Graham G, Bruinsma, Fiona, Milne, Roger L, Southey, Melissa C, Hildebrandt, Michelle AT, Wu, Xifeng, Lu, Karen H, Liang, Dong, Levine, Douglas A, Bisogna, Maria, Schildkraut, Joellen M, Berchuck, Andrew, Cramer, Daniel W, Terry, Kathryn L, Bandera, Elisa V, Olson, Sara H, Salvesen, Helga B, Thomsen, Liv Cecilie Vestrheim, Kopperud, Reidun K, Bjorge, Line, Kiemeney, Lambertus A, Massuger, Leon FAG, Pejovic, Tanja, Bruegl, Amanda, Cook, Linda S, Le, Nhu D, Swenerton, Kenneth D, Brooks-Wilson, Angela, Kelemen, Linda E, Lubiński, Jan, Huzarski, Tomasz, Gronwald, Jacek, Menkiszak, Janusz, Wentzensen, Nicolas, Brinton, Louise, Yang, Hannah, Lissowska, Jolanta, Høgdall, Claus K, Lundvall, Lene, Song, Honglin, Tyrer, Jonathan P, Campbell, Ian, Eccles, Diana, Paul, James, Glasspool, Rosalind, Siddiqui, Nadeem, and Whittemore, Alice S

Subjects
Australian Ovarian Cancer Study Group, Adult, Adolescent, Ovarian Cancer Association Consortium, Oncology and Carcinogenesis, Young Adult, Rare Diseases, Risk Factors, Clinical Research, Ovarian Epithelial, 80 and over, Genetics, Humans, Genetic Predisposition to Disease, Oncology & Carcinogenesis, Aged, Cancer, Ovarian Neoplasms, Geography, Carcinoma, Middle Aged, Mendelian Randomization Analysis, Body Height, Ovarian Cancer, Case-Control Studies, Public Health and Health Services, Female
Abstract

BackgroundObservational studies suggest greater height is associated with increased ovarian cancer risk, but cannot exclude bias and/or confounding as explanations for this. Mendelian randomisation (MR) can provide evidence which may be less prone to bias.MethodsWe pooled data from 39 Ovarian Cancer Association Consortium studies (16,395 cases; 23,003 controls). We applied two-stage predictor-substitution MR, using a weighted geneticrisk score combining 609 single-nucleotide polymorphisms. Study-specific odds ratios (OR) and 95% confidence intervals (CI) for the association between genetically predicted height and risk were pooled using random-effects meta-analysis.ResultsGreater genetically predicted height was associated with increased ovarian cancer risk overall (pooled-OR (pOR) = 1.06; 95% CI: 1.01-1.11 per 5 cm increase in height), and separately for invasive (pOR = 1.06; 95% CI: 1.01-1.11) and borderline (pOR = 1.15; 95% CI: 1.02-1.29) tumours.ConclusionsWomen with a genetic propensity to being taller have increased risk of ovarian cancer. This suggests genes influencing height are involved in pathways promoting ovarian carcinogenesis.

Published
2018

6. Adult height is associated with increased risk of ovarian cancer: a Mendelian randomisation study

Author

Dixon-Suen, Suzanne C, Nagle, Christina M, Thrift, Aaron P, Pharoah, Paul DP, Ewing, Ailith, Pearce, Celeste Leigh, Zheng, Wei, Australian Ovarian Cancer Study Group, Chenevix-Trench, Georgia, Fasching, Peter A, Beckmann, Matthias W, Lambrechts, Diether, Vergote, Ignace, Lambrechts, Sandrina, Van Nieuwenhuysen, Els, Rossing, Mary Anne, Doherty, Jennifer A, Wicklund, Kristine G, Chang-Claude, Jenny, Jung, Audrey Y, Moysich, Kirsten B, Odunsi, Kunle, Goodman, Marc T, Wilkens, Lynne R, Thompson, Pamela J, Shvetsov, Yurii B, Dörk, Thilo, Park-Simon, Tjoung-Won, Hillemanns, Peter, Bogdanova, Natalia, Butzow, Ralf, Nevanlinna, Heli, Pelttari, Liisa M, Leminen, Arto, Modugno, Francesmary, Ness, Roberta B, Edwards, Robert P, Kelley, Joseph L, Heitz, Florian, du Bois, Andreas, Harter, Philipp, Schwaab, Ira, Karlan, Beth Y, Lester, Jenny, Orsulic, Sandra, Rimel, Bobbie J, Kjær, Susanne K, Høgdall, Estrid, Jensen, Allan, Goode, Ellen L, Fridley, Brooke L, Cunningham, Julie M, Winham, Stacey J, Giles, Graham G, Bruinsma, Fiona, Milne, Roger L, Southey, Melissa C, Hildebrandt, Michelle AT, Wu, Xifeng, Lu, Karen H, Liang, Dong, Levine, Douglas A, Bisogna, Maria, Schildkraut, Joellen M, Berchuck, Andrew, Cramer, Daniel W, Terry, Kathryn L, Bandera, Elisa V, Olson, Sara H, Salvesen, Helga B, Thomsen, Liv Cecilie Vestrheim, Kopperud, Reidun K, Bjorge, Line, Kiemeney, Lambertus A, Massuger, Leon FAG, Pejovic, Tanja, Bruegl, Amanda, Cook, Linda S, Le, Nhu D, Swenerton, Kenneth D, Brooks-Wilson, Angela, Kelemen, Linda E, Lubiński, Jan, Huzarski, Tomasz, Gronwald, Jacek, Menkiszak, Janusz, Wentzensen, Nicolas, Brinton, Louise, Yang, Hannah, Lissowska, Jolanta, Høgdall, Claus K, Lundvall, Lene, Song, Honglin, Tyrer, Jonathan P, Campbell, Ian, Eccles, Diana, Paul, James, Glasspool, Rosalind, Siddiqui, Nadeem, Whittemore, Alice S, Sieh, Weiva, McGuire, Valerie, Rothstein, Joseph H, Narod, Steven A, Phelan, Catherine, Risch, Harvey A, McLaughlin, John R, Anton-Culver, Hoda, Ziogas, Argyrios, Menon, Usha, Gayther, Simon A, Ramus, Susan J, Gentry-Maharaj, Aleksandra, Wu, Anna H, Pike, Malcolm C, Tseng, Chiu-Chen, Kupryjanczyk, Jolanta, Dansonka-Mieszkowska, Agnieszka, Budzilowska, Agnieszka, Rzepecka, Iwona K, Webb, Penelope M, Ovarian Cancer Association Consortium, Dixon-Suen, Suzanne C [0000-0003-3714-8386], Zheng, Wei [0000-0003-1226-070X], Brinton, Louise [0000-0003-3853-8562], Glasspool, Rosalind [0000-0002-5000-1680], and Apollo - University of Cambridge Repository

Subjects
Adult, Aged, 80 and over, Ovarian Neoplasms, Adolescent, Geography, Carcinoma, Ovarian Epithelial, Mendelian Randomization Analysis, Middle Aged, Body Height, Young Adult, Risk Factors, Case-Control Studies, Humans, Female, Genetic Predisposition to Disease, Aged
Abstract

BACKGROUND: Observational studies suggest greater height is associated with increased ovarian cancer risk, but cannot exclude bias and/or confounding as explanations for this. Mendelian randomisation (MR) can provide evidence which may be less prone to bias. METHODS: We pooled data from 39 Ovarian Cancer Association Consortium studies (16,395 cases; 23,003 controls). We applied two-stage predictor-substitution MR, using a weighted genetic risk score combining 609 single-nucleotide polymorphisms. Study-specific odds ratios (OR) and 95% confidence intervals (CI) for the association between genetically predicted height and risk were pooled using random-effects meta-analysis. RESULTS: Greater genetically predicted height was associated with increased ovarian cancer risk overall (pooled-OR (pOR) = 1.06; 95% CI: 1.01-1.11 per 5 cm increase in height), and separately for invasive (pOR = 1.06; 95% CI: 1.01-1.11) and borderline (pOR = 1.15; 95% CI: 1.02-1.29) tumours. CONCLUSIONS: Women with a genetic propensity to being taller have increased risk of ovarian cancer. This suggests genes influencing height are involved in pathways promoting ovarian carcinogenesis.

Published
2018

7. Polycystic Ovary Syndrome, Oligomenorrhea, and Risk of Ovarian Cancer Histotypes: Evidence from the Ovarian Cancer Association Consortium

Author

Harris, Holly R, Babic, Ana, Webb, Penelope M, Nagle, Christina M, Jordan, Susan J, Risch, Harvey A, Rossing, Mary Anne, Doherty, Jennifer A, Goodman, Marc T, Modugno, Francesmary, Ness, Roberta B, Moysich, Kirsten B, Kjær, Susanne K, Høgdall, Estrid, Jensen, Allan, Schildkraut, Joellen M, Berchuck, Andrew, Cramer, Daniel W, Bandera, Elisa V, Wentzensen, Nicolas, Kotsopoulos, Joanne, Narod, Steven A, Phelan, Catherine M, McLaughlin, John R, Anton-Culver, Hoda, Ziogas, Argyrios, Pearce, Celeste L, Wu, Anna H, Terry, Kathryn L, Ovarian Cancer Association Consortium, and Australian Ovarian Cancer Study Group

Subjects
Australian Ovarian Cancer Study Group, Ovarian Neoplasms, Adult, Time Factors, Epidemiology, Ovarian Cancer Association Consortium, Contraception/Reproduction, Prevention, Middle Aged, Medical and Health Sciences, Ovarian Cancer, Oligomenorrhea, Logistic Models, Rare Diseases, Risk Factors, Clinical Research, Case-Control Studies, Infertility, Odds Ratio, Humans, Female, Self Report, Menstrual Cycle, Polycystic Ovary Syndrome, Cancer
Abstract

Background: Polycystic ovary syndrome (PCOS), and one of its distinguishing characteristics, oligomenorrhea, have both been associated with ovarian cancer risk in some but not all studies. However, these associations have been rarely examined by ovarian cancer histotypes, which may explain the lack of clear associations reported in previous studies.Methods: We analyzed data from 14 case-control studies including 16,594 women with invasive ovarian cancer (n = 13,719) or borderline ovarian disease (n = 2,875) and 17,718 controls. Adjusted study-specific ORs were calculated using logistic regression and combined using random-effects meta-analysis. Pooled histotype-specific ORs were calculated using polytomous logistic regression.Results: Women reporting menstrual cycle length >35 days had decreased risk of invasive ovarian cancer compared with women reporting cycle length ≤35 days [OR = 0.70; 95% confidence interval (CI) = 0.58-0.84]. Decreased risk of invasive ovarian cancer was also observed among women who reported irregular menstrual cycles compared with women with regular cycles (OR = 0.83; 95% CI = 0.76-0.89). No significant association was observed between self-reported PCOS and invasive ovarian cancer risk (OR = 0.87; 95% CI = 0.65-1.15). There was a decreased risk of all individual invasive histotypes for women with menstrual cycle length >35 days, but no association with serous borderline tumors (Pheterogeneity = 0.006). Similarly, we observed decreased risks of most invasive histotypes among women with irregular cycles, but an increased risk of borderline serous and mucinous tumors (Pheterogeneity < 0.0001).Conclusions: Our results suggest that menstrual cycle characteristics influence ovarian cancer risk differentially based on histotype.Impact: These results highlight the importance of examining ovarian cancer risk factors associations by histologic subtype. Cancer Epidemiol Biomarkers Prev; 27(2); 174-82. ©2017 AACR.

Published
2018

8. Variants in genes encoding small GTPases and association with epithelial ovarian cancer susceptibility

Author

Earp, Madalene, Tyrer, Jonathan P, Winham, Stacey J, Lin, Hui-Yi, Chornokur, Ganna, Dennis, Joe, Aben, Katja KH, Anton-Culver, Hoda, Antonenkova, Natalia, Bandera, Elisa V, Bean, Yukie T, Beckmann, Matthias W, Bjorge, Line, Bogdanova, Natalia, Brinton, Louise A, Brooks-Wilson, Angela, Bruinsma, Fiona, Bunker, Clareann H, Butzow, Ralf, Campbell, Ian G, Carty, Karen, Chang-Claude, Jenny, Cook, Linda S, Cramer, Daniel W, Cunningham, Julie M, Cybulski, Cezary, Dansonka-Mieszkowska, Agnieszka, Despierre, Evelyn, Doherty, Jennifer A, Dörk, Thilo, du Bois, Andreas, Dürst, Matthias, Easton, Douglas F, Eccles, Diana M, Edwards, Robert P, Ekici, Arif B, Fasching, Peter A, Fridley, Brooke L, Gentry-Maharaj, Aleksandra, Giles, Graham G, Glasspool, Rosalind, Goodman, Marc T, Gronwald, Jacek, Harter, Philipp, Hein, Alexander, Heitz, Florian, Hildebrandt, Michelle AT, Hillemanns, Peter, Hogdall, Claus K, Høgdall, Estrid, Hosono, Satoyo, Iversen, Edwin S, Jakubowska, Anna, Jensen, Allan, Ji, Bu-Tian, Jung, Audrey Y, Karlan, Beth Y, Kellar, Melissa, Kiemeney, Lambertus A, Kiong Lim, Boon, Kjaer, Susanne K, Krakstad, Camilla, Kupryjanczyk, Jolanta, Lambrechts, Diether, Lambrechts, Sandrina, Le, Nhu D, Lele, Shashi, Lester, Jenny, Levine, Douglas A, Li, Zheng, Liang, Dong, Lissowska, Jolanta, Lu, Karen, Lubinski, Jan, Lundvall, Lene, Massuger, Leon FAG, Matsuo, Keitaro, McGuire, Valerie, McLaughlin, John R, McNeish, Iain, Menon, Usha, Milne, Roger L, Modugno, Francesmary, Moysich, Kirsten B, Ness, Roberta B, Nevanlinna, Heli, Odunsi, Kunle, Olson, Sara H, Orlow, Irene, Orsulic, Sandra, Paul, James, Pejovic, Tanja, Pelttari, Liisa M, Permuth, Jenny B, Pike, Malcolm C, Poole, Elizabeth M, Rosen, Barry, Rossing, Mary Anne, Rothstein, Joseph H, Runnebaum, Ingo B, and Scott, Rodney John

Subjects
endocrine system diseases, Genotype, General Science & Technology, Quantitative Trait Loci, Carcinoma, Human Genome, A Kinase Anchor Proteins, Single Nucleotide, female genital diseases and pregnancy complications, Ovarian Cancer, Rare Diseases, Risk Factors, Ovarian Epithelial, Genetics, Humans, 2.1 Biological and endogenous factors, Genetic Predisposition to Disease, Female, Polymorphism, Aetiology, Genetic Association Studies, Rho Guanine Nucleotide Exchange Factors, Monomeric GTP-Binding Proteins, Biotechnology, Cancer
Abstract

Epithelial ovarian cancer (EOC) is the fifth leading cause of cancer mortality in American women. Normal ovarian physiology is intricately connected to small GTP binding proteins of the Ras superfamily (Ras, Rho, Rab, Arf, and Ran) which govern processes such as signal transduction, cell proliferation, cell motility, and vesicle transport. We hypothesized that common germline variation in genes encoding small GTPases is associated with EOC risk. We investigated 322 variants in 88 small GTPase genes in germline DNA of 18,736 EOC patients and 26,138 controls of European ancestry using a custom genotype array and logistic regression fitting log-additive models. Functional annotation was used to identify biofeatures and expression quantitative trait loci that intersect with risk variants. One variant, ARHGEF10L (Rho guanine nucleotide exchange factor 10 like) rs2256787, was associated with increased endometrioid EOC risk (OR = 1.33, p = 4.46 x 10-6). Other variants of interest included another in ARHGEF10L, rs10788679, which was associated with invasive serous EOC risk (OR = 1.07, p = 0.00026) and two variants in AKAP6 (A-kinase anchoring protein 6) which were associated with risk of invasive EOC (rs1955513, OR = 0.90, p = 0.00033; rs927062, OR = 0.94, p = 0.00059). Functional annotation revealed that the two ARHGEF10L variants were located in super-enhancer regions and that AKAP6 rs927062 was associated with expression of GTPase gene ARHGAP5 (Rho GTPase activating protein 5). Inherited variants in ARHGEF10L and AKAP6, with potential transcriptional regulatory function and association with EOC risk, warrant investigation in independent EOC study populations.

Published
2018

9. History of Comorbidities and Survival of Ovarian Cancer Patients, Results from the Ovarian Cancer Association Consortium

Author

Minlikeeva, Albina N, Freudenheim, Jo L, Eng, Kevin H, Cannioto, Rikki A, Friel, Grace, Szender, J Brian, Segal, Brahm, Odunsi, Kunle, Mayor, Paul, Diergaarde, Brenda, Zsiros, Emese, Kelemen, Linda E, Köbel, Martin, Steed, Helen, deFazio, Anna, Jordan, Susan J, Fasching, Peter A, Beckmann, Matthias W, Risch, Harvey A, Rossing, Mary Anne, Doherty, Jennifer A, Chang-Claude, Jenny, Goodman, Marc T, Dörk, Thilo, Edwards, Robert, Modugno, Francesmary, Ness, Roberta B, Matsuo, Keitaro, Mizuno, Mika, Karlan, Beth Y, Goode, Ellen L, Kjær, Susanne K, Høgdall, Estrid, Schildkraut, Joellen M, Terry, Kathryn L, Cramer, Daniel W, Bandera, Elisa V, Paddock, Lisa E, Kiemeney, Lambertus A, Massuger, Leon FAG, Sutphen, Rebecca, Anton-Culver, Hoda, Ziogas, Argyrios, Menon, Usha, Gayther, Simon A, Ramus, Susan J, Gentry-Maharaj, Aleksandra, Pearce, Celeste L, Wu, Anna H, Kupryjanczyk, Jolanta, Jensen, Allan, Webb, Penelope M, Moysich, Kirsten B, Ovarian Cancer Association Consortium, and Australian Ovarian Cancer Study Group

Subjects
Australian Ovarian Cancer Study Group, Ovarian Neoplasms, screening and diagnosis, Aging, Epidemiology, Ovarian Cancer Association Consortium, Liver Disease, Comorbidity, Survival Analysis, Medical and Health Sciences, Disease-Free Survival, Ovarian Cancer, 4.1 Discovery and preclinical testing of markers and technologies, Detection, Rare Diseases, Clinical Research, Humans, Osteoporosis, 2.1 Biological and endogenous factors, Female, Aetiology, Digestive Diseases, Cancer
Abstract

Background: Comorbidities can affect survival of ovarian cancer patients by influencing treatment efficacy. However, little evidence exists on the association between individual concurrent comorbidities and prognosis in ovarian cancer patients.Methods: Among patients diagnosed with invasive ovarian carcinoma who participated in 23 studies included in the Ovarian Cancer Association Consortium, we explored associations between histories of endometriosis; asthma; depression; osteoporosis; and autoimmune, gallbladder, kidney, liver, and neurological diseases and overall and progression-free survival. Using Cox proportional hazards regression models adjusted for age at diagnosis, stage of disease, histology, and study site, we estimated pooled HRs and 95% confidence intervals to assess associations between each comorbidity and ovarian cancer outcomes.Results: None of the comorbidities were associated with ovarian cancer outcome in the overall sample nor in strata defined by histologic subtype, weight status, age at diagnosis, or stage of disease (local/regional vs. advanced).Conclusions: Histories of endometriosis; asthma; depression; osteoporosis; and autoimmune, gallbladder, kidney, liver, or neurologic diseases were not associated with ovarian cancer overall or progression-free survival.Impact: These previously diagnosed chronic diseases do not appear to affect ovarian cancer prognosis. Cancer Epidemiol Biomarkers Prev; 26(9); 1470-3. ©2017 AACR.

Published
2017

10. Cigarette smoking is associated with adverse survival among women with ovarian cancer: Results from a pooled analysis of 19 studies

Author

Praestegaard, Camilla, Jensen, Allan, Jensen, Signe M, Nielsen, Thor SS, Webb, Penelope M, Nagle, Christina M, DeFazio, Anna, Australian Ovarian Cancer Study Group, Høgdall, Estrid, Rossing, Mary Anne, Doherty, Jennifer A, Wicklund, Kristine G, Goodman, Marc T, Modugno, Francesmary, Moysich, Kirsten, Ness, Roberta B, Edwards, Robert, Matsuo, Keitaro, Hosono, Satoyo, Goode, Ellen L, Winham, Stacey J, Fridley, Brooke L, Cramer, Daniel W, Terry, Kathryn L, Schildkraut, Joellen M, Berchuck, Andrew, Bandera, Elisa V, Paddock, Lisa E, Massuger, Leon F, Wentzensen, Nicolas, Pharoah, Paul, Song, Honglin, Whittemore, Alice, McGuire, Valerie, Sieh, Weiva, Rothstein, Joseph, Anton-Culver, Hoda, Ziogas, Argyrios, Menon, Usha, Gayther, Simon A, Ramus, Susan J, Gentry-Maharaj, Alexandra, Wu, Anna H, Pearce, Celeste L, Pike, Malcolm, Lee, Alice W, Sutphen, Rebecca, Chang-Claude, Jenny, Risch, Harvey A, Kjaer, Susanne K, and Ovarian Cancer Association Consortium

Subjects
Australian Ovarian Cancer Study Group, Adult, Ovarian Cancer Association Consortium, Oncology and Carcinogenesis, cigarette smoking, survival, Young Adult, Rare Diseases, Risk Factors, Neoplasms, Ovarian Epithelial, Tobacco, 80 and over, Humans, Oncology & Carcinogenesis, Proportional Hazards Models, Aged, Cancer, Ovarian Neoplasms, Tobacco Smoke and Health, Prevention, Smoking, Carcinoma, Glandular and Epithelial, Middle Aged, Ovarian Cancer, Case-Control Studies, Female, pooled analysis
Abstract

Cigarette smoking is associated with an increased risk of developing mucinous ovarian tumors but whether it is associated with ovarian cancer survival overall or for the different histotypes is unestablished. Furthermore, it is unknown whether the association between cigarette smoking and survival differs according to strata of ovarian cancer stage at diagnosis. In a large pooled analysis, we evaluated the association between various measures of cigarette smoking and survival among women with epithelial ovarian cancer. We obtained data from 19 case-control studies in the Ovarian Cancer Association Consortium (OCAC), including 9,114 women diagnosed with ovarian cancer. Cox regression models were used to estimate adjusted study-specific hazard ratios (HRs), which were combined into pooled hazard ratios (pHR) with corresponding 95% confidence intervals (CIs) under random effects models. Overall, 5,149 (57%) women died during a median follow-up period of 7.0 years. Among women diagnosed with ovarian cancer, both current (pHR = 1.17, 95% CI: 1.08-1.28) and former smokers (pHR = 1.10, 95% CI: 1.02-1.18) had worse survival compared with never smoking women. In histotype-stratified analyses, associations were observed for mucinous (current smoking: pHR = 1.91, 95% CI: 1.01-3.65) and serous histotypes (current smoking: pHR = 1.11, 95% CI: 1.00-1.23; former smoking: pHR = 1.12, 95% CI: 1.04-1.20). Further, our results suggested that current smoking has a greater impact on survival among women with localized than disseminated disease. The identification of cigarette smoking as a modifiable factor associated with survival has potential clinical importance as a focus area to improve ovarian cancer prognosis.

Published
2017

11. No Evidence That Genetic Variation in the Myeloid-Derived Suppressor Cell Pathway Influences Ovarian Cancer Survival

Author

Sucheston-Campbell, Lara E, Cannioto, Rikki, Clay, Alyssa I, Etter, John Lewis, Eng, Kevin H, Liu, Song, Battaglia, Sebastiano, Hu, Qiang, Szender, J Brian, Minlikeeva, Albina, Joseph, Janine M, Mayor, Paul, Abrams, Scott I, Segal, Brahm H, Wallace, Paul K, Soh, Kah Teong, Zsiros, Emese, Anton-Culver, Hoda, Bandera, Elisa V, Beckmann, Matthias W, Berchuck, Andrew, Bjorge, Line, Bruegl, Amanda, Campbell, Ian G, Campbell, Shawn Patrice, Chenevix-Trench, Georgia, Cramer, Daniel W, Dansonka-Mieszkowska, Agnieszka, Dao, Fanny, Diergaarde, Brenda, Doerk, Thilo, Doherty, Jennifer A, du Bois, Andreas, Eccles, Diana, Engelholm, Svend Aage, Fasching, Peter A, Gayther, Simon A, Gentry-Maharaj, Aleksandra, Glasspool, Rosalind M, Goodman, Marc T, Gronwald, Jacek, Harter, Philipp, Hein, Alexander, Heitz, Florian, Hillemmanns, Peter, Høgdall, Claus, Høgdall, Estrid VS, Huzarski, Tomasz, Jensen, Allan, Johnatty, Sharon E, Jung, Audrey, Karlan, Beth Y, Klapdor, Reudiger, Kluz, Tomasz, Konopka, Bożena, Kjær, Susanne Krüger, Kupryjanczyk, Jolanta, Lambrechts, Diether, Lester, Jenny, Lubiński, Jan, Levine, Douglas A, Lundvall, Lene, McGuire, Valerie, McNeish, Iain A, Menon, Usha, Modugno, Francesmary, Ness, Roberta B, Orsulic, Sandra, Paul, James, Pearce, Celeste Leigh, Pejovic, Tanja, Pharoah, Paul, Ramus, Susan J, Rothstein, Joseph, Rossing, Mary Anne, Rübner, Matthias, Schildkraut, Joellen M, Schmalfeldt, Barbara, Schwaab, Ira, Siddiqui, Nadeem, Sieh, Weiva, Sobiczewski, Piotr, Song, Honglin, Terry, Kathryn L, Van Nieuwenhuysen, Els, Vanderstichele, Adriaan, Vergote, Ignace, Walsh, Christine S, Webb, Penelope M, Wentzensen, Nicolas, Whittemore, Alice S, Wu, Anna H, Ziogas, Argyrios, Odunsi, Kunle, Chang-Claude, Jenny, Goode, Ellen L, Moysich, Kirsten B, and Australian Ovarian Cancer Study

Subjects
Ovarian Neoplasms, endocrine system diseases, Epidemiology, Myeloid-Derived Suppressor Cells, Prevention, Carcinoma, Glandular and Epithelial, Genetic Variation, Australian Ovarian Cancer Study, Medical and Health Sciences, female genital diseases and pregnancy complications, Ovarian Cancer, Rare Diseases, Clinical Research, Neoplasms, Ovarian Epithelial, Genetics, Humans, 2.1 Biological and endogenous factors, Female, Genetic Testing, Aetiology, Genetic Association Studies, Cancer
Abstract

Background: The precise mechanism by which the immune system is adversely affected in cancer patients remains poorly understood, but the accumulation of immunosuppressive/protumorigenic myeloid-derived suppressor cells (MDSCs) is thought to be a prominent mechanism contributing to immunologic tolerance of malignant cells in epithelial ovarian cancer (EOC). To this end, we hypothesized genetic variation in MDSC pathway genes would be associated with survival after EOC diagnoses.Methods: We measured the hazard of death due to EOC within 10 years of diagnosis, overall and by invasive subtype, attributable to SNPs in 24 genes relevant in the MDSC pathway in 10,751 women diagnosed with invasive EOC. Versatile Gene-based Association Study and the admixture likelihood method were used to test gene and pathway associations with survival.Results: We did not identify individual SNPs that were significantly associated with survival after correction for multiple testing (P < 3.5 × 10-5), nor did we identify significant associations between the MDSC pathway overall, or the 24 individual genes and EOC survival.Conclusions: In this well-powered analysis, we observed no evidence that inherited variations in MDSC-associated SNPs, individual genes, or the collective genetic pathway contributed to EOC survival outcomes.Impact: Common inherited variation in genes relevant to MDSCs was not associated with survival in women diagnosed with invasive EOC. Cancer Epidemiol Biomarkers Prev; 26(3); 420-4. ©2016 AACR.

Published
2017

12. Assessment of Multifactor Gene-Environment Interactions and Ovarian Cancer Risk: Candidate Genes, Obesity, and Hormone-Related Risk Factors

Author

Usset, Joseph L, Raghavan, Rama, Tyrer, Jonathan P, McGuire, Valerie, Sieh, Weiva, Webb, Penelope, Chang-Claude, Jenny, Rudolph, Anja, Anton-Culver, Hoda, Berchuck, Andrew, Brinton, Louise, Cunningham, Julie M, DeFazio, Anna, Doherty, Jennifer A, Edwards, Robert P, Gayther, Simon A, Gentry-Maharaj, Aleksandra, Goodman, Marc T, Høgdall, Estrid, Jensen, Allan, Johnatty, Sharon E, Kiemeney, Lambertus A, Kjaer, Susanne K, Larson, Melissa C, Lurie, Galina, Massuger, Leon, Menon, Usha, Modugno, Francesmary, Moysich, Kirsten B, Ness, Roberta B, Pike, Malcolm C, Ramus, Susan J, Rossing, Mary Anne, Rothstein, Joseph, Song, Honglin, Thompson, Pamela J, van den Berg, David J, Vierkant, Robert A, Wang-Gohrke, Shan, Wentzensen, Nicolas, Whittemore, Alice S, Wilkens, Lynne R, Wu, Anna H, Yang, Hannah, Pearce, Celeste Leigh, Schildkraut, Joellen M, Pharoah, Paul, Goode, Ellen L, Fridley, Brooke L, and Ovarian Cancer Association Consortium and the Australian Cancer Study

Subjects
Ovarian Neoplasms, Epidemiology, Prevention, Contraception/Reproduction, Single Nucleotide, Middle Aged, Estrogen, Medical and Health Sciences, Ovarian Cancer, Rare Diseases, Risk Factors, Clinical Research, Genetics, Ovarian Cancer Association Consortium and the Australian Cancer Study, Humans, 2.1 Biological and endogenous factors, Female, Gene-Environment Interaction, Obesity, Polymorphism, Aetiology, Cancer, Nutrition
Abstract

BackgroundMany epithelial ovarian cancer (EOC) risk factors relate to hormone exposure and elevated estrogen levels are associated with obesity in postmenopausal women. Therefore, we hypothesized that gene-environment interactions related to hormone-related risk factors could differ between obese and non-obese women.MethodsWe considered interactions between 11,441 SNPs within 80 candidate genes related to hormone biosynthesis and metabolism and insulin-like growth factors with six hormone-related factors (oral contraceptive use, parity, endometriosis, tubal ligation, hormone replacement therapy, and estrogen use) and assessed whether these interactions differed between obese and non-obese women. Interactions were assessed using logistic regression models and data from 14 case-control studies (6,247 cases; 10,379 controls). Histotype-specific analyses were also completed.ResultsSNPs in the following candidate genes showed notable interaction: IGF1R (rs41497346, estrogen plus progesterone hormone therapy, histology = all, P = 4.9 × 10(-6)) and ESR1 (rs12661437, endometriosis, histology = all, P = 1.5 × 10(-5)). The most notable obesity-gene-hormone risk factor interaction was within INSR (rs113759408, parity, histology = endometrioid, P = 8.8 × 10(-6)).ConclusionsWe have demonstrated the feasibility of assessing multifactor interactions in large genetic epidemiology studies. Follow-up studies are necessary to assess the robustness of our findings for ESR1, CYP11A1, IGF1R, CYP11B1, INSR, and IGFBP2 Future work is needed to develop powerful statistical methods able to detect these complex interactions.ImpactAssessment of multifactor interaction is feasible, and, here, suggests that the relationship between genetic variants within candidate genes and hormone-related risk factors may vary EOC susceptibility. Cancer Epidemiol Biomarkers Prev; 25(5); 780-90. ©2016 AACR.

Published
2016

13. Common variants at 19p13 are associated with susceptibility to ovarian cancer (vol 42, pg 880, 2010)

Author

Bolton, Kelly L, Tyrer, Jonathan, Song, Honglin, Ramus, Susan J, Notaridou, Maria, Jones, Chris, Sher, Tanya, Gentry-Maharaj, Aleksandra, Wozniak, Eva, Tsai, Ya-Yu, Weidhaas, Joanne, Paik, Daniel, Van den Berg, David J, Stram, Daniel O, Pearce, Celeste Leigh, Wu, Anna H, Brewster, Wendy, Anton-Culver, Hoda, Ziogas, Argyrios, Narod, Steven A, Levine, Douglas A, Kaye, Stanley B, Brown, Robert, Paul, Jim, Flanagan, James, Sieh, Weiva, McGuire, Valerie, Whittemore, Alice S, Campbell, Ian, Gore, Martin E, Lissowska, Jolanta, Yang, Hanna P, Medrek, Krzysztof, Gronwald, Jacek, Lubinski, Jan, Jakubowska, Anna, Le, Nhu D, Cook, Linda S, Kelemen, Linda E, Brooks-Wilson, Angela, Massuger, Leon FAG, Kiemeney, Lambertus A, Aben, Katja KH, van Altena, Anne M, Houlston, Richard, Tomlinson, Ian, Palmieri, Rachel T, Moorman, Patricia G, Schildkraut, Joellen, Iversen, Edwin S, Phelan, Catherine, Vierkant, Robert A, Cunningham, Julie M, Goode, Ellen L, Fridley, Brooke L, Kruger-Kjaer, Susan, Blaeker, Jan, Hogdall, Estrid, Hogdall, Claus, Gross, Jenny, Karlan, Beth Y, Ness, Roberta B, Edwards, Robert P, Odunsi, Kunle, Moyisch, Kirsten B, Baker, Julie A, Modugno, Francesmary, Heikkinenen, Tuomas, Butzow, Ralf, Nevanlinna, Heli, Leminen, Arto, Bogdanova, Natalia, Antonenkova, Natalia, Doerk, Thilo, Hillemanns, Peter, Duerst, Matthias, Runnebaum, Ingo, Thompson, Pamela J, Carney, Michael E, Goodman, Marc T, Lurie, Galina, Wang-Gohrke, Shan, Hein, Rebecca, Chang-Claude, Jenny, Rossing, Mary Anne, Cushing-Haugen, Kara L, Doherty, Jennifer, Chen, Chu, Rafnar, Thorunn, Besenbacher, Soren, Sulem, Patrick, Stefansson, Kari, Birrer, Michael J, Terry, Kathryn L, Hernandez, Dena, Cramer, Daniel W, Vergote, Ignace, Amant, Frederic, Lambrechts, Diether, and Despierre, Evelyn

Subjects
Biological Sciences, Medical and Health Sciences, Developmental Biology
Published
2016

14. Corrigendum: Common variants at 19p13 are associated with susceptibility to ovarian cancer

Author

Bolton, Kelly L, Tyrer, Jonathan, Song, Honglin, Ramus, Susan J, Notaridou, Maria, Jones, Chris, Sher, Tanya, Gentry-Maharaj, Aleksandra, Wozniak, Eva, Tsai, Ya-Yu, Weidhaas, Joanne, Paik, Daniel, Van Den Berg, David J, Stram, Daniel O, Pearce, Celeste Leigh, Wu, Anna H, Brewster, Wendy, Anton-Culver, Hoda, Ziogas, Argyrios, Narod, Steven A, Levine, Douglas A, Kaye, Stanley B, Brown, Robert, Paul, Jim, Flanagan, James, Sieh, Weiva, McGuire, Valerie, Whittemore, Alice S, Campbell, Ian, Gore, Martin E, Lissowska, Jolanta, Yang, Hanna P, Medrek, Krzysztof, Gronwald, Jacek, Lubinski, Jan, Jakubowska, Anna, Le, Nhu D, Cook, Linda S, Kelemen, Linda E, Brooks-Wilson, Angela, Massuger, Leon FAG, Kiemeney, Lambertus A, Aben, Katja KH, van Altena, Anne M, Houlston, Richard, Tomlinson, Ian, Palmieri, Rachel T, Moorman, Patricia G, Schildkraut, Joellen, Iversen, Edwin S, Phelan, Catherine, Vierkant, Robert A, Cunningham, Julie M, Goode, Ellen L, Fridley, Brooke L, Kruger-Kjaer, Susan, Blaeker, Jan, Hogdall, Estrid, Hogdall, Claus, Gross, Jenny, Karlan, Beth Y, Ness, Roberta B, Edwards, Robert P, Odunsi, Kunle, Moyisch, Kirsten B, Baker, Julie A, Modugno, Francesmary, Heikkinenen, Tuomas, Butzow, Ralf, Nevanlinna, Heli, Leminen, Arto, Bogdanova, Natalia, Antonenkova, Natalia, Doerk, Thilo, Hillemanns, Peter, Dürst, Matthias, Runnebaum, Ingo, Thompson, Pamela J, Carney, Michael E, Goodman, Marc T, Lurie, Galina, Wang-Gohrke, Shan, Hein, Rebecca, Chang-Claude, Jenny, Rossing, Mary Anne, Cushing-Haugen, Kara L, Doherty, Jennifer, Chen, Chu, Rafnar, Thorunn, Besenbacher, Soren, Sulem, Patrick, Stefansson, Kari, Birrer, Michael J, Terry, Kathryn L, Hernandez, Dena, Cramer, Daniel W, Vergote, Ignace, Amant, Frederic, Lambrechts, Diether, and Despierre, Evelyn

Subjects
Australian Ovarian Cancer Study Group, Rare Diseases, Biological Sciences, Medical and Health Sciences, Ovarian Cancer, Cancer, Developmental Biology
Published
2016

15. Genome-wide Analysis Identifies Novel Loci Associated with Ovarian Cancer Outcomes: Findings from the Ovarian Cancer Association Consortium

Author

Johnatty, Sharon E., Tyrer, Jonathan P., Kar, Siddhartha, Beesley, Jonathan, Lu, Yi, Gao, Bo, Fasching, Peter A., Hein, Alexander, Ekici, Arif B., Beckmann, Matthias W., Lambrechts, Diether, Nieuwenhuysen, Els Van, Vergote, Ignace, Lambrechts, Sandrina, Rossing, Mary Anne, Doherty, Jennifer A., Chang-Claude, Jenny, Modugno, Francesmary, Ness, Roberta B., Moysich, Kirsten B., Levine, Douglas A., Kiemeney, Lambertus A., Massuger, Leon F.A.G., Gronwald, Jacek, Lubiński, Jan, Jakubowska, Anna, Cybulski, Cezary, Brinton, Louise, Lissowska, Jolanta, Wentzensen, Nicolas, Song, Honglin, Rhenius, Valerie, Campbell, Ian, Eccles, Diana, Sieh, Weiva, Whittemore, Alice S., McGuire, Valerie, Rothstein, Joseph H., Sutphen, Rebecca, Anton-Culver, Hoda, Ziogas, Argyrios, Gayther, Simon A., Gentry-Maharaj, Aleksandra, Menon, Usha, Ramus, Susan J., Pearce, Celeste L, Pike, Malcolm C, Stram, Daniel O., Wu, Anna H., Kupryjanczyk, Jolanta, Dansonka-Mieszkowska, Agnieszka, Rzepecka, Iwona K., Spiewankiewicz, Beata, Goodman, Marc T., Wilkens, Lynne R., Carney, Michael E., Thompson, Pamela J, Heitz, Florian, du Bois, Andreas, Schwaab, Ira, Harter, Philipp, Pisterer, Jacobus, Hillemanns, Peter, Karlan, Beth Y., Walsh, Christine, Lester, Jenny, Orsulic, Sandra, Winham, Stacey J, Earp, Madalene, Larson, Melissa C., Fogarty, Zachary C., Høgdall, Estrid, Jensen, Allan, Kjaer, Susanne Kruger, Fridley, Brooke L., Cunningham, Julie M., Vierkant, Robert A., Schildkraut, Joellen M., Iversen, Edwin S., Terry, Kathryn L., Cramer, Daniel W., Bandera, Elisa V., Orlow, Irene, Pejovic, Tanja, Bean, Yukie, Høgdall, Claus, Lundvall, Lene, McNeish, Ian, Paul, James, Carty, Karen, Siddiqui, Nadeem, Glasspool, Rosalind, Sellers, Thomas, Kennedy, Catherine, Chiew, Yoke-Eng, Berchuck, Andrew, MacGregor, Stuart, deFazio, Anna, Pharoah, Paul D.P., Goode, Ellen L., Webb, Penelope M., and Chenevix-Trench, Georgia

Subjects
Oncology, Cancer Research, Genome-wide association study, AGO Study Group, Kaplan-Meier Estimate, Carcinoma, Ovarian Epithelial, Bioinformatics, chemistry.chemical_compound, Neoplasms, Ovarian Epithelial, 2.1 Biological and endogenous factors, Neoplasms, Glandular and Epithelial, Aetiology, Cancer, Ovarian Neoplasms, Women's cancers Radboud Institute for Molecular Life Sciences [Radboudumc 17], Glandular and Epithelial, Single Nucleotide, Prognosis, Ovarian Cancer, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Female, Australian Ovarian Cancer Study Group, medicine.medical_specialty, Genotype, Quantitative Trait Loci, Oncology and Carcinogenesis, Single-nucleotide polymorphism, Polymorphism, Single Nucleotide, Article, Rare Diseases, Meta-Analysis as Topic, Clinical Research, Internal medicine, Carcinoma, medicine, Genetics, SNP, Humans, Progression-free survival, Oncology & Carcinogenesis, Polymorphism, Alleles, business.industry, Human Genome, Computational Biology, medicine.disease, Carboplatin, Patient Outcome Assessment, Regimen, Orphan Drug, chemistry, Ovarian cancer, business, Genome-Wide Association Study
Abstract

Purpose: Chemotherapy resistance remains a major challenge in the treatment of ovarian cancer. We hypothesize that germline polymorphisms might be associated with clinical outcome. Experimental Design: We analyzed approximately 2.8 million genotyped and imputed SNPs from the iCOGS experiment for progression-free survival (PFS) and overall survival (OS) in 2,901 European epithelial ovarian cancer (EOC) patients who underwent first-line treatment of cytoreductive surgery and chemotherapy regardless of regimen, and in a subset of 1,098 patients treated with ≥4 cycles of paclitaxel and carboplatin at standard doses. We evaluated the top SNPs in 4,434 EOC patients, including patients from The Cancer Genome Atlas. In addition, we conducted pathway analysis of all intragenic SNPs and tested their association with PFS and OS using gene set enrichment analysis. Results: Five SNPs were significantly associated (P ≤ 1.0 × 10−5) with poorer outcomes in at least one of the four analyses, three of which, rs4910232 (11p15.3), rs2549714 (16q23), and rs6674079 (1q22), were located in long noncoding RNAs (lncRNAs) RP11-179A10.1, RP11-314O13.1, and RP11-284F21.8, respectively (P ≤ 7.1 × 10−6). ENCODE ChIP-seq data at 1q22 for normal ovary show evidence of histone modification around RP11-284F21.8, and rs6674079 is perfectly correlated with another SNP within the super-enhancer MEF2D, expression levels of which were reportedly associated with prognosis in another solid tumor. YAP1- and WWTR1 (TAZ)-stimulated gene expression and high-density lipoprotein (HDL)-mediated lipid transport pathways were associated with PFS and OS, respectively, in the cohort who had standard chemotherapy (pGSEA ≤6 × 10−3). Conclusions: We have identified SNPs in three lncRNAs that might be important targets for novel EOC therapies. Clin Cancer Res; 21(23); 5264–76. ©2015 AACR.

Published
2015

16. Variation in NF-κB signaling pathways and survival in invasive epithelial ovarian cancer

Author

Block, Matthew S, Charbonneau, Bridget, Vierkant, Robert A, Fogarty, Zachary, Bamlet, William R, Pharoah, Paul DP, Georgia Chenevix-Trench, for AOCS, ACS Group, Rossing, Mary Anne, Cramer, Daniel, Pearce, Celeste Leigh, Schildkraut, Joellen, Menon, Usha, Kjaer, Susanne K, Levine, Douglas A, Gronwald, Jacek, Culver, Hoda Anton, Whittemore, Alice S, Karlan, Beth Y, Lambrechts, Diether, Wentzensen, Nicolas, Kupryjanczyk, Jolanta, Chang-Claude, Jenny, Bandera, Elisa V, Hogdall, Estrid, Heitz, Florian, Kaye, Stanley B, Fasching, Peter A, Campbell, Ian, Goodman, Marc T, Pejovic, Tanja, Bean, Yukie T, Hays, Laura E, Lurie, Galina, Eccles, Diana, Hein, Alexander, Beckmann, Matthias W, Ekici, Arif B, Paul, James, Brown, Robert, Flanagan, James M, Harter, Philipp, du Bois, Andreas, Schwaab, Ira, Hogdall, Claus K, Lundvall, Lene, Olson, Sara H, Orlow, Irene, Paddock, Lisa E, Rudolph, Anja, Eilber, Ursula, Dansonka-Mieszkowska, Agnieszka, Rzepecka, Iwona K, Ziolkowska-Seta, Izabela, Brinton, Louise A, Yang, Hannah, Garcia-Closas, Montserrat, Despierre, Evelyn, Lambrechts, Sandrina, Vergote, Ignace, Walsh, Christine S, Lester, Jenny, Sieh, Weiva, McGuire, Valerie, Rothstein, Joseph H, Ziogas, Argyrios, Lubiński, Jan, Cybulski, Cezary, Menkiszak, Janusz, Jensen, Allan, Gayther, Simon A, Ramus, Susan J, Gentry-Maharaj, Aleksandra, Berchuck, Andrew, Wu, Anna H, Pike, Malcolm C, Van Den Berg, David, Terry, Kathryn L, Vitonis, Allison F, Ramirez, Starr M, Rider, David N, Knutson, Keith L, Sellers, Thomas A, Phelan, Catherine M, Doherty, Jennifer A, Johnatty, Sharon E, deFazio, Anna, Song, Honglin, Tyrer, Jonathan, Kalli, Kimberly R, Fridley, Brooke L, Cunningham, Julie M, and Goode, Ellen L

Subjects
Adult, endocrine system diseases, Genotype, Epidemiology, Medical and Health Sciences, ACS Group, Georgia Chenevix-Trench, Rare Diseases, Neoplasms, Ovarian Epithelial, Genetics, Humans, 2.1 Biological and endogenous factors, Neoplasm Invasiveness, Aetiology, Polymorphism, Proportional Hazards Models, Aged, Cancer, Ovarian Neoplasms, Prevention, Inflammatory and immune system, Carcinoma, NF-kappa B, Glandular and Epithelial, Single Nucleotide, Middle Aged, female genital diseases and pregnancy complications, Ovarian Cancer, for AOCS, Female, Signal Transduction
Abstract

Survival in epithelial ovarian cancer (EOC) is influenced by the host immune response, yet the key genetic determinants of inflammation and immunity that affect prognosis are not known. The nuclear factor-κB (NF-κB) transcription factor family plays an important role in many immune and inflammatory responses, including the response to cancer. We studied common inherited variation in 210 genes in the NF-κB family in 10,084 patients with invasive EOC (5,248 high-grade serous, 1,452 endometrioid, 795 clear cell, and 661 mucinous) from the Ovarian Cancer Association Consortium. Associations between genotype and overall survival were assessed using Cox regression for all patients and by major histology, adjusting for known prognostic factors and correcting for multiple testing (threshold for statistical significance, P < 2.5 × 10(-5)). Results were statistically significant when assessed for patients of a single histology. Key associations were with caspase recruitment domain family, member 11 (CARD11) rs41324349 in patients with mucinous EOC [HR, 1.82; 95% confidence interval (CI), 1.41-2.35; P = 4.13 × 10(-6)] and tumor necrosis factor receptor superfamily, member 13B (TNFRSF13B) rs7501462 in patients with endometrioid EOC (HR, 0.68; 95% CI, 0.56-0.82; P = 2.33 × 10(-5)). Other associations of note included TNF receptor-associated factor 2 (TRAF2) rs17250239 in patients with high-grade serous EOC (HR, 0.84; 95% CI, 0.77-0.92; P = 6.49 × 10(-5)) and phospholipase C, gamma 1 (PLCG1) rs11696662 in patients with clear cell EOC (HR, 0.43; 95% CI, 0.26-0.73; P = 4.56 × 10(-4)). These associations highlight the potential importance of genes associated with host inflammation and immunity in modulating clinical outcomes in distinct EOC histologies.

Published
2014

17. Genome-wide association study of subtype-specific epithelial ovarian cancer risk alleles using pooled DNA

Author

Earp, Madalene A, Kelemen, Linda E, Magliocco, Anthony M, Swenerton, Kenneth D, Chenevix-Trench, Georgia, Australian Cancer Study, Australian Ovarian Cancer Study Group, Lu, Yi, Hein, Alexander, Ekici, Arif B, Beckmann, Matthias W, Fasching, Peter A, Lambrechts, Diether, Despierre, Evelyn, Vergote, Ignace, Lambrechts, Sandrina, Doherty, Jennifer A, Rossing, Mary Anne, Chang-Claude, Jenny, Rudolph, Anja, Friel, Grace, Moysich, Kirsten B, Odunsi, Kunle, Sucheston-Campbell, Lara, Lurie, Galina, Goodman, Marc T, Carney, Michael E, Thompson, Pamela J, Runnebaum, Ingo B, Dürst, Matthias, Hillemanns, Peter, Dörk, Thilo, Antonenkova, Natalia, Bogdanova, Natalia, Leminen, Arto, Nevanlinna, Heli, Pelttari, Liisa M, Butzow, Ralf, Bunker, Clareann H, Modugno, Francesmary, Edwards, Robert P, Ness, Roberta B, du Bois, Andreas, Heitz, Florian, Schwaab, Ira, Harter, Philipp, Karlan, Beth Y, Walsh, Christine, Lester, Jenny, Jensen, Allan, Kjær, Susanne K, Høgdall, Claus K, Høgdall, Estrid, Lundvall, Lene, Sellers, Thomas A, Fridley, Brooke L, Goode, Ellen L, Cunningham, Julie M, Vierkant, Robert A, Giles, Graham G, Baglietto, Laura, Severi, Gianluca, Southey, Melissa C, Liang, Dong, Wu, Xifeng, Lu, Karen, Hildebrandt, Michelle AT, Levine, Douglas A, Bisogna, Maria, Schildkraut, Joellen M, Iversen, Edwin S, Weber, Rachel Palmieri, Berchuck, Andrew, Cramer, Daniel W, Terry, Kathryn L, Poole, Elizabeth M, Tworoger, Shelley S, Bandera, Elisa V, Chandran, Urmila, Orlow, Irene, Olson, Sara H, Wik, Elisabeth, Salvesen, Helga B, Bjorge, Line, Halle, Mari K, van Altena, Anne M, Aben, Katja KH, Kiemeney, Lambertus A, Massuger, Leon FAG, Pejovic, Tanja, Bean, Yukie T, Cybulski, Cezary, Gronwald, Jacek, Lubinski, Jan, Wentzensen, Nicolas, Brinton, Louise A, Lissowska, Jolanta, Garcia-Closas, Montserrat, Dicks, Ed, and Dennis, Joe

Subjects
Australian Ovarian Cancer Study Group, Quality Control, Ovarian Cancer Association Consortium, Paediatrics and Reproductive Medicine, Rare Diseases, Complementary and Alternative Medicine, Australian Cancer Study, Neoplasms, Ovarian Epithelial, Genetics, Humans, 2.1 Biological and endogenous factors, Genetic Predisposition to Disease, Polymorphism, Aetiology, Alleles, Cancer, Ovarian Neoplasms, Genetics & Heredity, Prevention, Carcinoma, Human Genome, Glandular and Epithelial, DNA, Single Nucleotide, Ovarian Cancer, Female, Genome-Wide Association Study
Abstract

Epithelial ovarian cancer (EOC) is a heterogeneous cancer with both genetic and environmental risk factors. Variants influencing the risk of developing the less-common EOC subtypes have not been fully investigated. We performed a genome-wide association study (GWAS) of EOC according to subtype by pooling genomic DNA from 545 cases and 398 controls of European descent, and testing for allelic associations. We evaluated for replication 188 variants from the GWAS [56 variants for mucinous, 55 for endometrioid and clear cell, 53 for low-malignant potential (LMP) serous, and 24 for invasive serous EOC], selected using pre-defined criteria. Genotypes from 13,188 cases and 23,164 controls of European descent were used to perform unconditional logistic regression under the log-additive genetic model; odds ratios (OR) and 95% confidence intervals are reported. Nine variants tagging six loci were associated with subtype-specific EOC risk at P&nbsp

Published
2014

18. Genome-wide association study of subtype-specific epithelial ovarian cancer risk alleles using pooled DNA

Author

Earp, Madalene A, Kelemen, Linda E, Magliocco, Anthony M, Swenerton, Kenneth D, Chenevix-Trench, Georgia, Australian Cancer Study, Australian Ovarian Cancer Study Group, Lu, Yi, Hein, Alexander, Ekici, Arif B, Beckmann, Matthias W, Fasching, Peter A, Lambrechts, Diether, Despierre, Evelyn, Vergote, Ignace, Lambrechts, Sandrina, Doherty, Jennifer A, Rossing, Mary Anne, Chang-Claude, Jenny, Rudolph, Anja, Friel, Grace, Moysich, Kirsten B, Odunsi, Kunle, Sucheston-Campbell, Lara, Lurie, Galina, Goodman, Marc T, Carney, Michael E, Thompson, Pamela J, Runnebaum, Ingo B, Dürst, Matthias, Hillemanns, Peter, Dörk, Thilo, Antonenkova, Natalia, Bogdanova, Natalia, Leminen, Arto, Nevanlinna, Heli, Pelttari, Liisa M, Butzow, Ralf, Bunker, Clareann H, Modugno, Francesmary, Edwards, Robert P, Ness, Roberta B, du Bois, Andreas, Heitz, Florian, Schwaab, Ira, Harter, Philipp, Karlan, Beth Y, Walsh, Christine, Lester, Jenny, Jensen, Allan, Kjær, Susanne K, Høgdall, Claus K, Høgdall, Estrid, Lundvall, Lene, Sellers, Thomas A, Fridley, Brooke L, Goode, Ellen L, Cunningham, Julie M, Vierkant, Robert A, Giles, Graham G, Baglietto, Laura, Severi, Gianluca, Southey, Melissa C, Liang, Dong, Wu, Xifeng, Lu, Karen, Hildebrandt, Michelle AT, Levine, Douglas A, Bisogna, Maria, Schildkraut, Joellen M, Iversen, Edwin S, Weber, Rachel Palmieri, Berchuck, Andrew, Cramer, Daniel W, Terry, Kathryn L, Poole, Elizabeth M, Tworoger, Shelley S, Bandera, Elisa V, Chandran, Urmila, Orlow, Irene, Olson, Sara H, Wik, Elisabeth, Salvesen, Helga B, Bjorge, Line, Halle, Mari K, van Altena, Anne M, Aben, Katja KH, Kiemeney, Lambertus A, Massuger, Leon FAG, Pejovic, Tanja, Bean, Yukie T, Cybulski, Cezary, Gronwald, Jacek, Lubinski, Jan, Wentzensen, Nicolas, Brinton, Louise A, Lissowska, Jolanta, Garcia-Closas, Montserrat, Dicks, Ed, and Dennis, Joe

Subjects
Australian Ovarian Cancer Study Group, Ovarian Neoplasms, Quality Control, Genetics & Heredity, endocrine system diseases, Ovarian Cancer Association Consortium, Carcinoma, Glandular and Epithelial, DNA, Single Nucleotide, female genital diseases and pregnancy complications, Paediatrics and Reproductive Medicine, Complementary and Alternative Medicine, Australian Cancer Study, Neoplasms, Ovarian Epithelial, Genetics, Humans, Genetic Predisposition to Disease, Female, Polymorphism, Alleles, Genome-Wide Association Study
Abstract

Epithelial ovarian cancer (EOC) is a heterogeneous cancer with both genetic and environmental risk factors. Variants influencing the risk of developing the less-common EOC subtypes have not been fully investigated. We performed a genome-wide association study (GWAS) of EOC according to subtype by pooling genomic DNA from 545 cases and 398 controls of European descent, and testing for allelic associations. We evaluated for replication 188 variants from the GWAS [56 variants for mucinous, 55 for endometrioid and clear cell, 53 for low-malignant potential (LMP) serous, and 24 for invasive serous EOC], selected using pre-defined criteria. Genotypes from 13,188 cases and 23,164 controls of European descent were used to perform unconditional logistic regression under the log-additive genetic model; odds ratios (OR) and 95% confidence intervals are reported. Nine variants tagging six loci were associated with subtype-specific EOC risk at P&nbsp

Published
2014

19. Large-scale evaluation of common variation in regulatory T cell-related genes and ovarian cancer outcome

Author

Charbonneau, Bridget, Moysich, Kirsten B, Kalli, Kimberly R, Oberg, Ann L, Vierkant, Robert A, Fogarty, Zachary C, Block, Matthew S, Maurer, Matthew J, Goergen, Krista M, Fridley, Brooke L, Cunningham, Julie M, Rider, David N, Preston, Claudia, Hartmann, Lynn C, Lawrenson, Kate, Wang, Chen, Tyrer, Jonathan, Song, Honglin, deFazio, Anna, Johnatty, Sharon E, Doherty, Jennifer A, Phelan, Catherine M, Sellers, Thomas A, Ramirez, Starr M, Vitonis, Allison F, Terry, Kathryn L, Van Den Berg, David, Pike, Malcolm C, Wu, Anna H, Berchuck, Andrew, Gentry-Maharaj, Aleksandra, Ramus, Susan J, Diergaarde, Brenda, Shen, Howard, Jensen, Allan, Menkiszak, Janusz, Cybulski, Cezary, Lubiłski, Jan, Ziogas, Argyrios, Rothstein, Joseph H, McGuire, Valerie, Sieh, Weiva, Lester, Jenny, Walsh, Christine, Vergote, Ignace, Lambrechts, Sandrina, Despierre, Evelyn, Garcia-Closas, Montserrat, Yang, Hannah, Brinton, Louise A, Spiewankiewicz, Beata, Rzepecka, Iwona K, Dansonka-Mieszkowska, Agnieszka, Seibold, Petra, Rudolph, Anja, Paddock, Lisa E, Orlow, Irene, Lundvall, Lene, Olson, Sara H, Hogdall, Claus K, Schwaab, Ira, du Bois, Andreas, Harter, Philipp, Flanagan, James M, Brown, Robert, Paul, James, Ekici, Arif B, Beckmann, Matthias W, Hein, Alexander, Eccles, Diana, Lurie, Galina, Hays, Laura E, Bean, Yukie T, Pejovic, Tanja, Goodman, Marc T, Campbell, Ian, Fasching, Peter A, Konecny, Gottfried, Kaye, Stanley B, Heitz, Florian, Hogdall, Estrid, Bandera, Elisa V, Chang-Claude, Jenny, Kupryjanczyk, Jolanta, Wentzensen, Nicolas, Lambrechts, Diether, Karlan, Beth Y, Whittemore, Alice S, Culver, Hoda Anton, Gronwald, Jacek, Levine, Douglas A, Kjaer, Susanne K, Menon, Usha, Schildkraut, Joellen M, Pearce, Celeste Leigh, Cramer, Daniel W, Rossing, Mary Anne, Chenevix-Trench, Georgia, AOCS group, and ACS

Subjects
T-Lymphocytes, Immunology, Oncology and Carcinogenesis, Gene Expression, AOCS group, Rare Diseases, Genetics, Humans, 2.1 Biological and endogenous factors, Neoplasm Invasiveness, Genetic Predisposition to Disease, Aetiology, Polymorphism, Germ-Line Mutation, Cancer, Ovarian Neoplasms, Gene Expression Profiling, Interleukin-2 Receptor alpha Subunit, Genetic Variation, Single Nucleotide, Pharmacology and Pharmaceutical Sciences, ACS, Prognosis, Regulatory, Ovarian Cancer, Patient Outcome Assessment, Female, Neoplasm Grading
Abstract

The presence of regulatory T cells (Treg) in solid tumors is known to play a role in patient survival in ovarian cancer and other malignancies. We assessed inherited genetic variations via 749 tag single-nucleotide polymorphisms (SNP) in 25 Treg-associated genes (CD28, CTLA4, FOXP3, IDO1, IL10, IL10RA, IL15, 1L17RA, IL23A, IL23R, IL2RA, IL6, IL6R, IL8, LGALS1, LGALS9, MAP3K8, STAT5A, STAT5B, TGFB1, TGFB2, TGFB3, TGFBR1, TGRBR2, and TGFBR3) in relation to ovarian cancer survival. We analyzed genotype and overall survival in 10,084 women with invasive epithelial ovarian cancer, including 5,248 high-grade serous, 1,452 endometrioid, 795 clear cell, and 661 mucinous carcinoma cases of European descent across 28 studies from the Ovarian Cancer Association Consortium (OCAC). The strongest associations were found for endometrioid carcinoma and IL2RA SNPs rs11256497 [HR, 1.42; 95% confidence interval (CI), 1.22-1.64; P = 5.7 × 10(-6)], rs791587 (HR, 1.36; 95% CI, 1.17-1.57; P = 6.2 × 10(-5)), rs2476491 (HR, = 1.40; 95% CI, 1.19-1.64; P = 5.6 × 10(-5)), and rs10795763 (HR, 1.35; 95% CI, 1.17-1.57; P = 7.9 × 10(-5)), and for clear cell carcinoma and CTLA4 SNP rs231775 (HR, 0.67; 95% CI, 0.54-0.82; P = 9.3 × 10(-5)) after adjustment for age, study site, population stratification, stage, grade, and oral contraceptive use. The rs231775 allele associated with improved survival in our study also results in an amino acid change in CTLA4 and previously has been reported to be associated with autoimmune conditions. Thus, we found evidence that SNPs in genes related to Tregs seem to play a role in ovarian cancer survival, particularly in patients with clear cell and endometrioid epithelial ovarian cancer.

Published
2014

20. Risk of ovarian cancer and the NF-κB pathway: genetic association with IL1A and TNFSF10

Author

Charbonneau, Bridget, Block, Matthew S, Bamlet, William R, Vierkant, Robert A, Kalli, Kimberly R, Fogarty, Zachary, Rider, David N, Sellers, Thomas A, Tworoger, Shelley S, Poole, Elizabeth, Risch, Harvey A, Salvesen, Helga B, Kiemeney, Lambertus A, Baglietto, Laura, Giles, Graham G, Severi, Gianluca, Trabert, Britton, Wentzensen, Nicolas, Chenevix-Trench, Georgia, for AOCS/ACS group, Whittemore, Alice S, Sieh, Weiva, Chang-Claude, Jenny, Bandera, Elisa V, Orlow, Irene, Terry, Kathryn, Goodman, Marc T, Thompson, Pamela J, Cook, Linda S, Rossing, Mary Anne, Ness, Roberta B, Narod, Steven A, Kupryjanczyk, Jolanta, Lu, Karen, Butzow, Ralf, Dörk, Thilo, Pejovic, Tanja, Campbell, Ian, Le, Nhu D, Bunker, Clareann H, Bogdanova, Natalia, Runnebaum, Ingo B, Eccles, Diana, Paul, James, Wu, Anna H, Gayther, Simon A, Hogdall, Estrid, Heitz, Florian, Kaye, Stanley B, Karlan, Beth Y, Anton-Culver, Hoda, Gronwald, Jacek, Hogdall, Claus K, Lambrechts, Diether, Fasching, Peter A, Menon, Usha, Schildkraut, Joellen, Pearce, Celeste Leigh, Levine, Douglas A, Kjaer, Susanne Kruger, Cramer, Daniel, Flanagan, James M, Phelan, Catherine M, Brown, Robert, Massuger, Leon FAG, Song, Honglin, Doherty, Jennifer A, Krakstad, Camilla, Liang, Dong, Odunsi, Kunle, Berchuck, Andrew, Jensen, Allan, Lubinski, Jan, Nevanlinna, Heli, Bean, Yukie T, Lurie, Galina, Ziogas, Argyrios, Walsh, Christine, Despierre, Evelyn, Brinton, Louise, Hein, Alexander, Rudolph, Anja, Dansonka-Mieszkowska, Agnieszka, Olson, Sara H, Harter, Philipp, Tyrer, Jonathan, Vitonis, Allison F, Brooks-Wilson, Angela, Aben, Katja K, Pike, Malcolm C, Ramus, Susan J, Wik, Elisabeth, Cybulski, Cezary, Lin, Jie, Sucheston, Lara, Edwards, Robert, McGuire, Valerie, Lester, Jenny, du Bois, Andreas, and Lundvall, Lene

Subjects
Ovarian Neoplasms, Risk, Prevention, Human Genome, Oncology and Carcinogenesis, NF-kappa B, Single Nucleotide, for AOCS/ACS group, Ovarian Cancer, TNF-Related Apoptosis-Inducing Ligand, Rare Diseases, Clinical Research, Case-Control Studies, Interleukin-1alpha, Genetics, Humans, 2.1 Biological and endogenous factors, Female, Oncology & Carcinogenesis, Polymorphism, Aetiology, Genetic Association Studies, Signal Transduction, Cancer
Abstract

A missense single-nucleotide polymorphism (SNP) in the immune modulatory gene IL1A has been associated with ovarian cancer risk (rs17561). Although the exact mechanism through which this SNP alters risk of ovarian cancer is not clearly understood, rs17561 has also been associated with risk of endometriosis, an epidemiologic risk factor for ovarian cancer. Interleukin-1α (IL1A) is both regulated by and able to activate NF-κB, a transcription factor family that induces transcription of many proinflammatory genes and may be an important mediator in carcinogenesis. We therefore tagged SNPs in more than 200 genes in the NF-κB pathway for a total of 2,282 SNPs (including rs17561) for genotype analysis of 15,604 cases of ovarian cancer in patients of European descent, including 6,179 of high-grade serous (HGS), 2,100 endometrioid, 1,591 mucinous, 1,034 clear cell, and 1,016 low-grade serous, including 23,235 control cases spanning 40 studies in the Ovarian Cancer Association Consortium. In this large population, we confirmed the association between rs17561 and clear cell ovarian cancer [OR, 0.84; 95% confidence interval (CI), 0.76-0.93; P = 0.00075], which remained intact even after excluding participants in the prior study (OR, 0.85; 95% CI, 0.75-0.95; P = 0.006). Considering a multiple-testing-corrected significance threshold of P < 2.5 × 10(-5), only one other variant, the TNFSF10 SNP rs6785617, was associated significantly with a risk of ovarian cancer (low malignant potential tumors OR, 0.85; 95% CI, 0.79-0.91; P = 0.00002). Our results extend the evidence that borderline tumors may have a distinct genetic etiology. Further investigation of how these SNPs might modify ovarian cancer associations with other inflammation-related risk factors is warranted.

Published
2014

21. Multiple independent variants at the TERT locus are associated with telomere length and risks of breast and ovarian cancer

Author

Bojesen, Stig E, Pooley, Karen A, Johnatty, Sharon E, Beesley, Jonathan, Michailidou, Kyriaki, Tyrer, Jonathan P, Edwards, Stacey L, Pickett, Hilda A, Shen, Howard C, Smart, Chanel E, Hillman, Kristine M, Mai, Phuong L, Lawrenson, Kate, Stutz, Michael D, Lu, Yi, Karevan, Rod, Woods, Nicholas, Johnston, Rebecca L, French, Juliet D, Chen, Xiaoqing, Weischer, Maren, Nielsen, Sune F, Maranian, Melanie J, Ghoussaini, Maya, Ahmed, Shahana, Baynes, Caroline, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, McGuffog, Lesley, Barrowdale, Daniel, Lee, Andrew, Healey, Sue, Lush, Michael, Tessier, Daniel C, Vincent, Daniel, Bacot, Françis, Australian Cancer Study, Australian Ovarian Cancer Study, Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer (kConFab), Gene Environment Interaction and Breast Cancer (GENICA), Swedish Breast Cancer Study (SWE-BRCA), Hereditary Breast and Ovarian Cancer Research Group Netherlands (HEBON), Epidemiological study of BRCA1 & BRCA2 Mutation Carriers (EMBRACE), Genetic Modifiers of Cancer Risk in BRCA1/2 Mutation Carriers (GEMO), Vergote, Ignace, Lambrechts, Sandrina, Despierre, Evelyn, Risch, Harvey A, González-Neira, Anna, Rossing, Mary Anne, Pita, Guillermo, Doherty, Jennifer A, Alvarez, Nuria, Larson, Melissa C, Fridley, Brooke L, Schoof, Nils, Chang-Claude, Jenny, Cicek, Mine S, Peto, Julian, Kalli, Kimberly R, Broeks, Annegien, Armasu, Sebastian M, Schmidt, Marjanka K, Braaf, Linde M, Winterhoff, Boris, Nevanlinna, Heli, Konecny, Gottfried E, Lambrechts, Diether, Rogmann, Lisa, Guénel, Pascal, Teoman, Attila, Milne, Roger L, Garcia, Joaquin J, Cox, Angela, Shridhar, Vijayalakshmi, Burwinkel, Barbara, Marme, Frederik, Hein, Rebecca, Sawyer, Elinor J, Haiman, Christopher A, Wang-Gohrke, Shan, Andrulis, Irene L, Moysich, Kirsten B, Hopper, John L, Odunsi, Kunle, Lindblom, Annika, Giles, Graham G, Brenner, Hermann, Simard, Jacques, Lurie, Galina, Fasching, Peter A, Carney, Michael E, Radice, Paolo, Wilkens, Lynne R, Swerdlow, Anthony, Goodman, Marc T, Brauch, Hiltrud, Garcia-Closas, Montserrat, and Hillemanns, Peter

Subjects
Swedish Breast Cancer Study, Genotype, Messenger, Australian Ovarian Cancer Study, Breast Neoplasms, Real-Time Polymerase Chain Reaction, Medical and Health Sciences, Rare Diseases, Risk Factors, Australian Cancer Study, Breast Cancer, Genetics, Humans, 2.1 Biological and endogenous factors, Genetic Predisposition to Disease, Polymorphism, Aetiology, Luciferases, Telomerase, Gene Environment Interaction and Breast Cancer, Oligonucleotide Array Sequence Analysis, Cancer, Epidemiological study of BRCA1 & BRCA2 Mutation Carriers, Ovarian Neoplasms, Tumor, Reverse Transcriptase Polymerase Chain Reaction, Gene Expression Profiling, Prevention, Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer, Single Nucleotide, Telomere, DNA Methylation, Biological Sciences, Chromatin, Ovarian Cancer, Alternative Splicing, Genetic Loci, Case-Control Studies, RNA, Female, Genetic Modifiers of Cancer Risk in BRCA1/2 Mutation Carriers, Hereditary Breast and Ovarian Cancer Research Group Netherlands, Biomarkers, Genome-Wide Association Study, Developmental Biology
Abstract

TERT-locus SNPs and leukocyte telomere measures are reportedly associated with risks of multiple cancers. Using the Illumina custom genotyping array iCOGs, we analyzed ∼480 SNPs at the TERT locus in breast (n = 103,991), ovarian (n = 39,774) and BRCA1 mutation carrier (n = 11,705) cancer cases and controls. Leukocyte telomere measurements were also available for 53,724 participants. Most associations cluster into three independent peaks. The minor allele at the peak 1 SNP rs2736108 associates with longer telomeres (P = 5.8 × 10(-7)), lower risks for estrogen receptor (ER)-negative (P = 1.0 × 10(-8)) and BRCA1 mutation carrier (P = 1.1 × 10(-5)) breast cancers and altered promoter assay signal. The minor allele at the peak 2 SNP rs7705526 associates with longer telomeres (P = 2.3 × 10(-14)), higher risk of low-malignant-potential ovarian cancer (P = 1.3 × 10(-15)) and greater promoter activity. The minor alleles at the peak 3 SNPs rs10069690 and rs2242652 increase ER-negative (P = 1.2 × 10(-12)) and BRCA1 mutation carrier (P = 1.6 × 10(-14)) breast and invasive ovarian (P = 1.3 × 10(-11)) cancer risks but not via altered telomere length. The cancer risk alleles of rs2242652 and rs10069690, respectively, increase silencing and generate a truncated TERT splice variant.

Published
2013

22. Epigenetic analysis leads to identification of HNF1B as a subtype-specific susceptibility gene for ovarian cancer

Author

Shen, Hui, Fridley, Brooke L, Song, Honglin, Lawrenson, Kate, Cunningham, Julie M, Ramus, Susan J, Cicek, Mine S, Tyrer, Jonathan, Stram, Douglas, Larson, Melissa C, Köbel, Martin, PRACTICAL Consortium, Ziogas, Argyrios, Zheng, Wei, Yang, Hannah P, Wu, Anna H, Wozniak, Eva L, Woo, Yin Ling, Winterhoff, Boris, Wik, Elisabeth, Whittemore, Alice S, Wentzensen, Nicolas, Weber, Rachel Palmieri, Vitonis, Allison F, Vincent, Daniel, Vierkant, Robert A, Vergote, Ignace, Van Den Berg, David, Van Altena, Anne M, Tworoger, Shelley S, Thompson, Pamela J, Tessier, Daniel C, Terry, Kathryn L, Teo, Soo-Hwang, Templeman, Claire, Stram, Daniel O, Southey, Melissa C, Sieh, Weiva, Siddiqui, Nadeem, Shvetsov, Yurii B, Shu, Xiao-Ou, Shridhar, Viji, Wang-Gohrke, Shan, Severi, Gianluca, Schwaab, Ira, Salvesen, Helga B, Rzepecka, Iwona K, Runnebaum, Ingo B, Rossing, Mary Anne, Rodriguez-Rodriguez, Lorna, Risch, Harvey A, Renner, Stefan P, Poole, Elizabeth M, Pike, Malcolm C, Phelan, Catherine M, Pelttari, Liisa M, Pejovic, Tanja, Paul, James, Orlow, Irene, Omar, Siti Zawiah, Olson, Sara H, Odunsi, Kunle, Nickels, Stefan, Nevanlinna, Heli, Ness, Roberta B, Narod, Steven A, Nakanishi, Toru, Moysich, Kirsten B, Monteiro, Alvaro NA, Moes-Sosnowska, Joanna, Modugno, Francesmary, Menon, Usha, McLaughlin, John R, McGuire, Valerie, Matsuo, Keitaro, Adenan, Noor Azmi Mat, Massuger, Leon FAG, Lurie, Galina, Lundvall, Lene, Lubiński, Jan, Lissowska, Jolanta, Levine, Douglas A, Leminen, Arto, Lee, Alice W, Le, Nhu D, Lambrechts, Sandrina, Lambrechts, Diether, Kupryjanczyk, Jolanta, Krakstad, Camilla, Konecny, Gottfried E, Kjaer, Susanne Krüger, Kiemeney, Lambertus A, Kelemen, Linda E, Keeney, Gary L, Karlan, Beth Y, Karevan, Rod, Kalli, Kimberly R, Kajiyama, Hiroaki, Ji, Bu-Tian, and Jensen, Allan

Subjects
Australian Ovarian Cancer Study Group, Ovarian Neoplasms, endocrine system diseases, Gene Expression Profiling, Prevention, Human Genome, Single Nucleotide, DNA Methylation, female genital diseases and pregnancy complications, Ovarian Cancer, Promoter Regions, Rare Diseases, Genetic, Australian Cancer Study, Genetics, PRACTICAL Consortium, Humans, 2.1 Biological and endogenous factors, Genetic Predisposition to Disease, Female, Polymorphism, Aetiology, Epigenesis, Hepatocyte Nuclear Factor 1-beta, Cancer
Abstract

HNF1B is overexpressed in clear cell epithelial ovarian cancer, and we observed epigenetic silencing in serous epithelial ovarian cancer, leading us to hypothesize that variation in this gene differentially associates with epithelial ovarian cancer risk according to histological subtype. Here we comprehensively map variation in HNF1B with respect to epithelial ovarian cancer risk and analyse DNA methylation and expression profiles across histological subtypes. Different single-nucleotide polymorphisms associate with invasive serous (rs7405776 odds ratio (OR)=1.13, P=3.1 × 10(-10)) and clear cell (rs11651755 OR=0.77, P=1.6 × 10(-8)) epithelial ovarian cancer. Risk alleles for the serous subtype associate with higher HNF1B-promoter methylation in these tumours. Unmethylated, expressed HNF1B, primarily present in clear cell tumours, coincides with a CpG island methylator phenotype affecting numerous other promoters throughout the genome. Different variants in HNF1B associate with risk of serous and clear cell epithelial ovarian cancer; DNA methylation and expression patterns are also notably distinct between these subtypes. These findings underscore distinct mechanisms driving different epithelial ovarian cancer histological subtypes.

Published
2013

23. Common variants at 19p13 are associated with susceptibility to ovarian cancer

Author

Bolton, Kelly L, Tyrer, Jonathan, Song, Honglin, Ramus, Susan J, Notaridou, Maria, Jones, Chris, Sher, Tanya, Gentry-Maharaj, Aleksandra, Wozniak, Eva, Tsai, Ya-Yu, Weidhaas, Joanne, Paik, Daniel, Van Den Berg, David J, Stram, Daniel O, Pearce, Celeste Leigh, Wu, Anna H, Brewster, Wendy, Anton-Culver, Hoda, Ziogas, Argyrios, Narod, Steven A, Levine, Douglas A, Kaye, Stanley B, Brown, Robert, Paul, Jim, Flanagan, James, Sieh, Weiva, McGuire, Valerie, Whittemore, Alice S, Campbell, Ian, Gore, Martin E, Lissowska, Jolanta, Yang, Hanna P, Medrek, Krzysztof, Gronwald, Jacek, Lubinski, Jan, Jakubowska, Anna, Le, Nhu D, Cook, Linda S, Kelemen, Linda E, Brooks-Wilson, Angela, Massuger, Leon FAG, Kiemeney, Lambertus A, Aben, Katja KH, van Altena, Anne M, Houlston, Richard, Tomlinson, Ian, Palmieri, Rachel T, Moorman, Patricia G, Schildkraut, Joellen, Iversen, Edwin S, Phelan, Catherine, Vierkant, Robert A, Cunningham, Julie M, Goode, Ellen L, Fridley, Brooke L, Kruger-Kjaer, Susan, Blaeker, Jan, Hogdall, Estrid, Hogdall, Claus, Gross, Jenny, Karlan, Beth Y, Ness, Roberta B, Edwards, Robert P, Odunsi, Kunle, Moyisch, Kirsten B, Baker, Julie A, Modugno, Francesmary, Heikkinenen, Tuomas, Butzow, Ralf, Nevanlinna, Heli, Leminen, Arto, Bogdanova, Natalia, Antonenkova, Natalia, Doerk, Thilo, Hillemanns, Peter, Dürst, Matthias, Runnebaum, Ingo, Thompson, Pamela J, Carney, Michael E, Goodman, Marc T, Lurie, Galina, Wang-Gohrke, Shan, Hein, Rebecca, Chang-Claude, Jenny, Rossing, Mary Anne, Cushing-Haugen, Kara L, Doherty, Jennifer, Chen, Chu, Rafnar, Thorunn, Besenbacher, Soren, Sulem, Patrick, Stefansson, Kari, Birrer, Michael J, Terry, Kathryn L, Hernandez, Dena, Cramer, Daniel W, Vergote, Ignace, Amant, Frederic, Lambrechts, Diether, and Despierre, Evelyn

Subjects
Australian Ovarian Cancer Study Group, endocrine system diseases, Genotype, Ovarian Cancer Association Consortium, Cystadenocarcinoma, Adenocarcinoma, Medical and Health Sciences, Chromosomes, Clear Cell, Rare Diseases, Clinical Research, Australian Cancer Study, Genetics, Humans, 2.1 Biological and endogenous factors, Mucinous, Genetic Predisposition to Disease, Aetiology, Polymorphism, Oligonucleotide Array Sequence Analysis, Cancer, Ovarian Neoplasms, Cultured, Genome, Tumor, Pair 19, Prevention, Gene Expression Profiling, Ovary, Human Genome, Signal Transducing, Serous, Adaptor Proteins, Single Nucleotide, Middle Aged, Biological Sciences, female genital diseases and pregnancy complications, Tumor Cells, Endometrial Neoplasms, Ovarian Cancer, Orphan Drug, Case-Control Studies, Female, Biomarkers, Human, Genome-Wide Association Study, Developmental Biology
Abstract

Epithelial ovarian cancer (EOC) is the leading cause of death from gynecological malignancy in the developed world, accounting for 4% of the deaths from cancer in women. We performed a three-phase genome-wide association study of EOC survival in 8,951 individuals with EOC (cases) with available survival time data and a parallel association analysis of EOC susceptibility. Two SNPs at 19p13.11, rs8170 and rs2363956, showed evidence of association with survival (overall P = 5 × 10⁻⁴ and P = 6 × 10⁻⁴, respectively), but they did not replicate in phase 3. However, the same two SNPs demonstrated genome-wide significance for risk of serous EOC (P = 3 × 10⁻⁹ and P = 4 × 10⁻¹¹, respectively). Expression analysis of candidate genes at this locus in ovarian tumors supported a role for the BRCA1-interacting gene C19orf62, also known as MERIT40, which contains rs8170, in EOC development.

Published
2010

24. Common Genetic Variation in Circadian Rhythm Genes and Risk of Epithelial Ovarian Cancer (EOC)

Author

Jim, Heather S. L., Lin, Hui-Yi, Tyrer, Jonathan P., Lawrenson, Kate, Dennis, Joe, Chornokur, Ganna, Chen, Zhihua, Chen, Ann Y., Permuth-Wey, Jennifer, Aben, Katja Kh, Anton-Culver, Hoda, Antonenkova, Natalia, Bruinsma, Fiona, Bandera, Elisa V., Bean, Yukie T., Beckmann, Matthias W., Bisogna, Maria, Bjorge, Line, Bogdanova, Natalia, Brinton, Louise A., Brooks-Wilson, Angela, Bunker, Clareann H., Butzow, Ralf, Campbell, Ian G., Carty, Karen, Chang-Claude, Jenny, Cook, Linda S., Cramer, Daniel W., Cunningham, Julie M., Cybulski, Cezary, Dansonka-Mieszkowska, Agnieszka, Du Bois, Andreas, Despierre, Evelyn, Sieh, Weiva, Doherty, Jennifer A., Dork, Thilo, Durst, Matthias, Easton, Douglas F., Eccles, Diana M., Edwards, Robert P., Ekici, Arif B., Fasching, Peter A., Fridley, Brooke L., Gao, Yu-Tang, Gentry-Maharaj, Aleksandra, Giles, Graham G., Glasspool, Rosalind, Goodman, Marc T., Gronwald, Jacek, Harter, Philipp, Hasmad, Hanis N., Hein, Alexander, Heitz, Florian, Hildebrandt, Michelle A. T., Hillemanns, Peter, Hogdall, Claus K., Hogdall, Estrid, Hosono, Satoyo, Iversen, Edwin S., Jakubowska, Anna, Jensen, Allan, Ji, Bu-Tian, Karlan, Beth Y., Kellar, Melissa, Lambertus Kiemeney, Krakstad, Camilla, Kjaer, Susanne K., Kupryjanczyk, Jolanta, Vierkant, Robert A., Lambrechts, Diether, Lambrechts, Sandrina, Le, Nhu D., Lee, Alice W., Lele, Shashi, Leminen, Arto, Lester, Jenny, Levine, Douglas A., Liang, Dong, Lim, Boon Kiong, Lissowska, Jolanta, Lu, Karen, Lubinski, Jan, Lundvall, Lene, Massuger, Leon F. A. G., Matsuo, Keitaro, Mcguire, Valerie, Mclaughlin, John R., Mcneish, Ian, Menon, Usha, Milne, Roger L., Modugno, Francesmary, Thomsen, Lotte, Moysich, Kirsten B., Ness, Roberta B., Nevanlinna, Heli, Eilber, Ursula, Odunsi, Kunle, Olson, Sara H., Orlow, Irene, Orsulic, Sandra, Palmieri Weber, Rachel, Paul, James, Pearce, Celeste L., Pejovic, Tanja, Pelttari, Liisa M., Pike, Malcolm C., Poole, Elizabeth M., Schernhammer, Eva, Risch, Harvey A., Rosen, Barry, Rossing, Mary Anne, Rothstein, Joseph H., Rudolph, Anja, Runnebaum, Ingo B., Rzepecka, Iwona K., Salvesen, Helga B., Schwaab, Ira, Shu, Xiao-Ou, Shvetsov, Yurii B., Siddiqui, Nadeem, Song, Honglin, Southey, Melissa C., Spiewankiewicz, Beata, Sucheston-Campbell, Lara, Teo, Soo-Hwang, Terry, Kathryn L., Thompson, Pamela J., Tangen, Ingvild L., Tworoger, Shelley S., Altena, Anne M., Vergote, Ignace, Walsh, Christine S., Wang-Gohrke, Shan, Wentzensen, Nicolas, Whittemore, Alice S., Wicklund, Kristine G., Wilkens, Lynne R., Wu, Anna H., Wu, Xifeng, Woo, Yin-Ling, Yang, Hannah, Zheng, Wei, Ziogas, Argyrios, Amankwah, Ernest, Berchuck, Andrew, Georgia Chenevix-Trench on behalf of the AOCS management group 95,96, Schildkraut, Joellen M., Kelemen, Linda E., Ramus, Susan J., Monteiro, Alvaro N. A., Goode, Ellen L., Narod, Steven A., Gayther, Simon A., Pharoah, Paul D. P., Sellers, Thomas A., and Phelan, Catherine M.

Subjects
endocrine system, Georgia Chenevix-Trench on behalf of the AOCS management group 95,96
Abstract

Disruption in circadian gene expression, whether due to genetic variation or environmental factors (e.g., light at night, shiftwork), is associated with increased incidence of breast, prostate, gastrointestinal and hematologic cancers and gliomas. Circadian genes are highly expressed in the ovaries where they regulate ovulation; circadian disruption is associated with several ovarian cancer risk factors (e.g., endometriosis). However, no studies have examined variation in germline circadian genes as predictors of ovarian cancer risk and invasiveness. The goal of the current study was to examine single nucleotide polymorphisms (SNPs) in circadian genes BMAL1, CRY2, CSNK1E, NPAS2, PER3, REV1 and TIMELESS and downstream transcription factors KLF10 and SENP3 as predictors of risk of epithelial ovarian cancer (EOC) and histopathologic subtypes. The study included a test set of 3,761 EOC cases and 2,722 controls and a validation set of 44,308 samples including 18,174 (10,316 serous) cases and 26,134 controls from 43 studies participating in the Ovarian Cancer Association Consortium (OCAC). Analysis of genotype data from 36 genotyped SNPs and 4600 imputed SNPs indicated that the most significant association was rs117104877 in BMAL1 (OR = 0.79, 95% CI = 0.68-0.90, p = 5.59 × 10(-4)]. Functional analysis revealed a significant down regulation of BMAL1 expression following cMYC overexpression and increasing transformation in ovarian surface epithelial (OSE) cells as well as alternative splicing of BMAL1 exons in ovarian and granulosa cells. These results suggest that variation in circadian genes, and specifically BMAL1, may be associated with risk of ovarian cancer, likely through disruption of hormonal pathways.

25. A comprehensive gene-environment interaction analysis in Ovarian Cancer using genome-wide significant common variants

Author

Kim, Sehee, Wang, Miao, Tyrer, Jonathan P, Jensen, Allan, Wiensch, Ashley, Liu, Gang, Lee, Alice W, Ness, Roberta B, Salvatore, Maxwell, Tworoger, Shelley S, Whittemore, Alice S, Anton-Culver, Hoda, Sieh, Weiva, Olson, Sara H, Berchuck, Andrew, Goode, Ellen L, Goodman, Marc T, Doherty, Jennifer Anne, Chenevix-Trench, Georgia, Rossing, Mary Anne, Webb, Penelope M, Giles, Graham G, Terry, Kathryn L, Ziogas, Argyrios, Fortner, Renée T, Menon, Usha, Gayther, Simon A, Wu, Anna H, Song, Honglin, Brooks-Wilson, Angela, Bandera, Elisa V, Cook, Linda S, Cramer, Daniel W, Milne, Roger L, Winham, Stacey J, Kjaer, Susanne K, Modugno, Francesmary, Thompson, Pamela J, Chang-Claude, Jenny, Harris, Holly R, Schildkraut, Joellen M, Le, Nhu D, Wentzensen, Nico, Trabert, Britton, Høgdall, Estrid, Huntsman, David, Pike, Malcolm C, Pharoah, Paul DP, Pearce, Celeste Leigh, and Mukherjee, Bhramar

Subjects
additive interaction, G × E, ovarian cancer, genetics, 3. Good health
Abstract

As a follow-up to genome-wide association analysis of common variants associated with ovarian carcinoma (cancer), our study considers seven well-known ovarian cancer risk factors and their interactions with 28 genome-wide significant common genetic variants. The interaction analyses were based on data from 9971 ovarian cancer cases and 15,566 controls from 17 case-control studies. Likelihood ratio and Wald tests for multiplicative interaction and for relative excess risk due to additive interaction were used. The top multiplicative interaction was noted between oral contraceptive pill (OCP) use (ever vs. never) and rs13255292 (p value = 3.48 × 10-4 ). Among women with the TT genotype for this variant, the odds ratio for OCP use was 0.53 (95% CI = 0.46-0.60) compared to 0.71 (95%CI = 0.66-0.77) for women with the CC genotype. When stratified by duration of OCP use, women with 1-5 years of OCP use exhibited differential protective benefit across genotypes. However, no interaction on either the multiplicative or additive scale was found to be statistically significant after multiple testing correction. The results suggest that OCP use may offer increased benefit for women who are carriers of the T allele in rs13255292. On the other hand, for women carrying the C allele in this variant, longer (5+ years) use of OCP may reduce the impact of carrying the risk allele of this SNP. Replication of this finding is needed. The study presents a comprehensive analytic framework for conducting gene-environment analysis in ovarian cancer.

26. Common variants at 19p13 are associated with susceptibility to ovarian cancer (vol 42, pg 880, 2010)

Author

Bolton, Kelly L., Tyrer, Jonathan, Song, Honglin, Ramus, Susan J., Notaridou, Maria, Jones, Chris, Sher, Tanya, Gentry-Maharaj, Aleksandra, Wozniak, Eva, Tsai, Ya-Yu, Weidhaas, Joanne, Paik, Daniel, Den Berg, David J., Stram, Daniel O., Pearce, Celeste Leigh, Wu, Anna H., Brewster, Wendy, Anton-Culver, Hoda, Ziogas, Argyrios, Narod, Steven A., Levine, Douglas A., Kaye, Stanley B., Brown, Robert, Paul, Jim, Flanagan, James, Sieh, Weiva, Mcguire, Valerie, Whittemore, Alice S., Campbell, Ian, Gore, Martin E., Lissowska, Jolanta, Yang, Hanna P., Medrek, Krzysztof, Gronwald, Jacek, Lubinski, Jan, Jakubowska, Anna, Le, Nhu D., Cook, Linda S., Kelemen, Linda E., Brooks-Wilson, Angela, Massuger, Leon F. A. G., Lambertus Kiemeney, Aben, Katja K. H., Altena, Anne M., Houlston, Richard, Tomlinson, Ian, Palmieri, Rachel T., Moorman, Patricia G., Schildkraut, Joellen, Iversen, Edwin S., Phelan, Catherine, Vierkant, Robert A., Cunningham, Julie M., Goode, Ellen L., Fridley, Brooke L., Kruger-Kjaer, Susan, Blaeker, Jan, Hogdall, Estrid, Hogdall, Claus, Gross, Jenny, Karlan, Beth Y., Ness, Roberta B., Edwards, Robert P., Odunsi, Kunle, Moyisch, Kirsten B., Baker, Julie A., Modugno, Francesmary, Heikkinenen, Tuomas, Butzow, Ralf, Nevanlinna, Heli, Leminen, Arto, Bogdanova, Natalia, Antonenkova, Natalia, Doerk, Thilo, Hillemanns, Peter, Duerst, Matthias, Runnebaum, Ingo, Thompson, Pamela J., Carney, Michael E., Goodman, Marc T., Lurie, Galina, Wang-Gohrke, Shan, Hein, Rebecca, Chang-Claude, Jenny, Rossing, Mary Anne, Cushing-Haugen, Kara L., Doherty, Jennifer, Chen, Chu, Rafnar, Thorunn, Besenbacher, Soren, Sulem, Patrick, Stefansson, Kari, Birrer, Michael J., Terry, Kathryn L., Hernandez, Dena, Cramer, Daniel W., Vergote, Ignace, Amant, Frederic, Lambrechts, Diether, Despierre, Evelyn, Fasching, Peter A., Beckmann, Matthias W., Thiel, Falk C., Ekici, Arif B., Chen, Xiaoqing, Johnatty, Sharon E., Webb, Penelope M., Beesley, Jonathan, Chanock, Stephen, Garcia-Closas, Montserrat, Sellers, Tom, Easton, Douglas F., Berchuck, Andrew, Chenevix-Trench, Georgia, Pharoah, Paul D. P., Gayther, Simon A., Australian Ovarian Canc Study Grp, Australian Canc Study Ovarian Canc, and Ovarian Canc Assoc Consortium

27. Polygenic Risk Modelling for Prediction of Epithelial Ovarian Cancer Risk

Author

Dareng, Eileen O, Tyrer, Jonathan, Barnes, Daniel, Jones, Michelle R, Yang, Xin, Aben, Katja KH, Adank, Muriel A, Agata, Simona, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Aravantinos, Gerasimos, Arun, Banu K, Augustinsson, Annelie, Balma��a, Judith, Bandera, Elisa V, Barkardottir, Rosa B, Barrowdale, Daniel, Beckmann, Matthias W, Beeghly-Fadiel, Alicia, Benitez, Javier, Bermisheva, Marina, Bernardini, Marcus Q, Bjorge, Line, Black, Amanda, Bogdanova, Natalia V, Bonanni, Bernardo, Borg, Ake, Brenton, James, Budzilowska, Agnieszka, Butzow, Ralf, Buys, Saundra S, Cai, Hui, Caligo, Maria A, Campbell, Ian, Cannioto, Rikki, Cassingham, Hayley, Chang-Claude, Jenny, Chanock, Stephen J, Chen, Kexin, Chiew, Yoke-Eng, Chung, Wendy K, Claes, Kathleen BM, Colanna, Sarah, Cook, Linda S, Couch, Fergus J, Daly, Mary B, Dao, Fanny, Davies, Eleanor, De La Hoya, Miguel, Putter, Robin De, Dennis, Joe, DePersia, Allison, Devilee, Peter, Diez, Orland, Ding, Yuan Chun, Doherty, Jennifer A, Domchek, Susan M, D��rk, Thilo, Bois, Andreas Du, D��rst, Matthias, Eccles, Diana M, Eliassen, Heather A, Engel, Christoph, Evans, D Gareth, Fasching, Peter A, Flanagan, James M, Foretova, Lenka, Fortner, Ren��e T, Friedman, Eitan, Ganz, Patricia A, Garber, Judy, Gensini, Francesca, Giles, Graham G, Glendon, Gord, Godwin, Andrew K, Goodman, Marc T, Greene, Mark H, Gronwald, Jacek, Hahnen, Eric, Haiman, Christopher A, H��kansson, Niclas, Hamann, Ute, Hansen, Thomas VO, Harris, Holly R, Hartman, Mikael, Heitz, Florian, Hildebrandt, Michelle AT, H��gdall, Estrid, H��gdall, Claus K, Hopper, John L, Huang, Ruea-Yea, Huff, Chad, Hulick, Peter J, Huntsman, David G, Imyanitov, Evgeny N, Isaacs, Claudine, Jakubowska, Anna, James, Paul A, Janavicius, Ramunas, Jensen, Allan, Johannsson, Oskar Th, John, Esther M, Jones, Michael E, Kang, Daehee, Karlan, Beth Y, Karnezis, Anthony, Kelemen, Linda E, Khusnutdinova, Elza, Kiemeney, Lambertus A, Kim, Byoung-Gie, Kjaer, Susanne K, Komenaka, Ian, Kupryjanczyk, Jolanta, Kurian, Allison W, Kwong, Ava, Lambrechts, Diether, Larson, Melissa C, Lazaro, Conxi, Le, Nhu D, Leslie, Goska, Lester, Jenny, Lesueur, Fabienne, Levine, Douglas A, Li, Lian, Li, Jingmei, Loud, Jennifer T, Lu, Karen H, Lubi��ski, Jan, Machackova, Eva, Mai, Phuong L, Manoukian, Siranoush, Marks, Jeffrey R, Matsuno, Rayna Kim, Matsuo, Keitaro, May, Taymaa, McGuffog, Lesley, McLaughlin, John R, McNeish, Iain A, Mebirouk, Noura, Menon, Usha, Miller, Austin, Milne, Roger L, Minlikeeva, Albina, Modugno, Francesmary, Montagna, Marco, Moysich, Kirsten B, Munro, Elizabeth, Nathanson, Katherine L, Neuhausen, Susan L, Nevanlinna, Heli, Yie, Joanne Ngeow Yuen, Nielsen, Henriette Roed, Nielsen, Finn C, Nikitina-Zake, Liene, Odunsi, Kunle, Offit, Kenneth, Olah, Edith, Olbrecht, Siel, Olopade, Olufunmilayo I, Olson, Sara H, Olsson, H��kan, Osorio, Ana, Papi, Laura, Park, Sue K, Parsons, Michael T, Pathak, Harsha, Pedersen, Inge Sokilde, Peixoto, Ana, Pejovic, Tanja, Perez-Segura, Pedro, Permuth, Jennifer B, Peshkin, Beth, Peterlongo, Paolo, Piskorz, Anna, Prokofyeva, Darya, Radice, Paolo, Rantala, Johanna, Riggan, Marjorie J, Risch, Harvey A, Rodriguez-Antona, Cristina, Ross, Eric, Rossing, Mary Anne, Runnebaum, Ingo, Sandler, Dale P, Santamari��a, Marta, Soucy, Penny, Schmutzler, Rita K, Setiawan, V Wendy, Shan, Kang, Sieh, Weiva, Simard, Jacques, Singer, Christian F, Sokolenko, Anna P, Song, Honglin, Southey, Melissa C, Steed, Helen, Stoppa-Lyonnet, Dominique, Sutphen, Rebecca, Swerdlow, Anthony J, Tan, Yen Yen, Teixeira, Manuel R, Teo, Soo Hwang, Terry, Kathryn L, Terry, Mary Beth, Thomassen, Mads, Thompson, Pamela J, Vestrheim Thomsen, Liv Cecilie, Thull, Darcy L, Tischkowitz, Marc, Titus, Linda, Toland, Amanda E, Torres, Diana, Trabert, Britton, Travis, Ruth, Tung, Nadine, Tworoger, Shelley S, Valen, Ellen, Van Altena, Anne M, Van Der Hout, Annemieke H, Van Nieuwenhuysen, Els, Van Rensburg, Elizabeth J, Vega, Ana, Edwards, Digna Velez, Vierkant, Robert A, Wang, Frances, Wappenschmidt, Barbara, Webb, Penelope M, Weinberg, Clarice R, Weitzel, Jeffrey N, Wentzensen, Nicolas, White, Emily, Whittemore, Alice S, Winham, Stacey J, Wolk, Alicja, Woo, Yin-Ling, Wu, Anna H, Yan, Li, Yannoukakos, Drakoulis, Zavaglia, Katia M, Zheng, Wei, Ziogas, Argyrios, Zorn, Kristin K, Easton, Douglas, Lawrenson, Kate, DeFazio, Anna, Sellers, Thomas A, Ramus, Susan J, Pearce, Celeste L, Monteiro, Alvaro N, Cunningham, Julie, Goode, Ellen L, Schildkraut, Joellen M, Berchuck, Andrew, Chenevix-Trench, Georgia, Gayther, Simon A, Antoniou, Antonis C, and Pharoah, Paul DP

Subjects
3. Good health
Abstract

Polygenic risk scores (PRS) for epithelial ovarian cancer (EOC) have the potential to improve risk stratification. Joint estimation of Single Nucleotide Polymorphism (SNP) effects in models could improve predictive performance over standard approaches of PRS construction. Here, we implemented computationally-efficient, penalized, logistic regression models (lasso, elastic net, stepwise) to individual level genotype data and a Bayesian framework with continuous shrinkage, ���select and shrink for summary statistics��� (S4), to summary level data for epithelial non-mucinous ovarian cancer risk prediction. We developed the models in a dataset consisting of 23,564 non-mucinous EOC cases and 40,138 controls participating in the Ovarian Cancer Association Consortium (OCAC) and validated the best models in three populations of different ancestries: prospective data from 198,101 women of European ancestry; 7,669 women of East Asian ancestry; 1,072 women of African ancestry, and in 18,915 BRCA1 and 12,337 BRCA2 pathogenic variant carriers of European ancestry. In the external validation data, the model with the strongest association for non-mucinous EOC risk derived from the OCAC model development data was the S4 model (27,240 SNPs) with odds ratios (OR) of 1.38(95%CI:1.28���1.48,AUC:0.588) per unit standard deviation, in women of European ancestry; 1.14(95%CI:1.08���1.19,AUC:0.538) in women of East Asian ancestry; 1.38(95%CI:1.21-1.58,AUC:0.593) in women of African ancestry; hazard ratios of 1.37(95%CI:1.30���1.44,AUC:0.592) in BRCA1 pathogenic variant carriers and 1.51(95%CI:1.36-1.67,AUC:0.624) in BRCA2 pathogenic variant carriers. Incorporation of the S4 PRS in risk prediction models for ovarian cancer may have clinical utility in ovarian cancer prevention programs.

28. Variants in genes encoding small GTPases and association with epithelial ovarian cancer susceptibility

Author

Earp, Madalene, Tyrer, Jonathan P, Winham, Stacey J, Lin, Hui-Yi, Chornokur, Ganna, Dennis, Joe, Aben, Katja KH, Anton-Culver, Hoda, Antonenkova, Natalia, Bandera, Elisa V, Bean, Yukie T, Beckmann, Matthias W, Bjorge, Line, Bogdanova, Natalia, Brinton, Louise A, Brooks-Wilson, Angela, Bruinsma, Fiona, Bunker, Clareann H, Butzow, Ralf, Campbell, Ian G, Carty, Karen, Chang-Claude, Jenny, Cook, Linda S, Cramer, Daniel W, Cunningham, Julie M, Cybulski, Cezary, Dansonka-Mieszkowska, Agnieszka, Despierre, Evelyn, Doherty, Jennifer A, Dörk, Thilo, Du Bois, Andreas, Dürst, Matthias, Easton, Douglas F, Eccles, Diana M, Edwards, Robert P, Ekici, Arif B, Fasching, Peter A, Fridley, Brooke L, Gentry-Maharaj, Aleksandra, Giles, Graham G, Glasspool, Rosalind, Goodman, Marc T, Gronwald, Jacek, Harter, Philipp, Hein, Alexander, Heitz, Florian, Hildebrandt, Michelle AT, Hillemanns, Peter, Hogdall, Claus K, Høgdall, Estrid, Hosono, Satoyo, Iversen, Edwin S, Jakubowska, Anna, Jensen, Allan, Ji, Bu-Tian, Jung, Audrey Y, Karlan, Beth Y, Kellar, Melissa, Kiemeney, Lambertus A, Kiong Lim, Boon, Kjaer, Susanne K, Krakstad, Camilla, Kupryjanczyk, Jolanta, Lambrechts, Diether, Lambrechts, Sandrina, Le, Nhu D, Lele, Shashi, Lester, Jenny, Levine, Douglas A, Li, Zheng, Liang, Dong, Lissowska, Jolanta, Lu, Karen, Lubinski, Jan, Lundvall, Lene, Massuger, Leon FAG, Matsuo, Keitaro, McGuire, Valerie, McLaughlin, John R, McNeish, Iain, Menon, Usha, Milne, Roger L, Modugno, Francesmary, Moysich, Kirsten B, Ness, Roberta B, Nevanlinna, Heli, Odunsi, Kunle, Olson, Sara H, Orlow, Irene, Orsulic, Sandra, Paul, James, Pejovic, Tanja, Pelttari, Liisa M, Permuth, Jenny B, Pike, Malcolm C, Poole, Elizabeth M, Rosen, Barry, Rossing, Mary Anne, Rothstein, Joseph H, Runnebaum, Ingo B, Rzepecka, Iwona K, Schernhammer, Eva, Schwaab, Ira, Shu, Xiao-Ou, Shvetsov, Yurii B, Siddiqui, Nadeem, Sieh, Weiva, Song, Honglin, Southey, Melissa C, Spiewankiewicz, Beata, Sucheston-Campbell, Lara, Tangen, Ingvild L, Teo, Soo-Hwang, Terry, Kathryn L, Thompson, Pamela J, Thomsen, Lotte, Tworoger, Shelley S, Van Altena, Anne M, Vergote, Ignace, Vestrheim Thomsen, Liv Cecilie, Vierkant, Robert A, Walsh, Christine S, Wang-Gohrke, Shan, Wentzensen, Nicolas, Whittemore, Alice S, Wicklund, Kristine G, Wilkens, Lynne R, Woo, Yin-Ling, Wu, Anna H, Wu, Xifeng, Xiang, Yong-Bing, Yang, Hannah, Zheng, Wei, Ziogas, Argyrios, Lee, Alice W, Pearce, Celeste L, Berchuck, Andrew, Schildkraut, Joellen M, Ramus, Susan J, Monteiro, Alvaro NA, Narod, Steven A, Sellers, Thomas A, Gayther, Simon A, Kelemen, Linda E, Chenevix-Trench, Georgia, Risch, Harvey A, Pharoah, Paul DP, Goode, Ellen L, and Phelan, Catherine M

Subjects
endocrine system diseases, Genotype, Quantitative Trait Loci, A Kinase Anchor Proteins, Carcinoma, Ovarian Epithelial, Polymorphism, Single Nucleotide, female genital diseases and pregnancy complications, 3. Good health, Risk Factors, Humans, Female, Genetic Predisposition to Disease, Genetic Association Studies, Rho Guanine Nucleotide Exchange Factors, Monomeric GTP-Binding Proteins
Abstract

Epithelial ovarian cancer (EOC) is the fifth leading cause of cancer mortality in American women. Normal ovarian physiology is intricately connected to small GTP binding proteins of the Ras superfamily (Ras, Rho, Rab, Arf, and Ran) which govern processes such as signal transduction, cell proliferation, cell motility, and vesicle transport. We hypothesized that common germline variation in genes encoding small GTPases is associated with EOC risk. We investigated 322 variants in 88 small GTPase genes in germline DNA of 18,736 EOC patients and 26,138 controls of European ancestry using a custom genotype array and logistic regression fitting log-additive models. Functional annotation was used to identify biofeatures and expression quantitative trait loci that intersect with risk variants. One variant, ARHGEF10L (Rho guanine nucleotide exchange factor 10 like) rs2256787, was associated with increased endometrioid EOC risk (OR = 1.33, p = 4.46 x 10-6). Other variants of interest included another in ARHGEF10L, rs10788679, which was associated with invasive serous EOC risk (OR = 1.07, p = 0.00026) and two variants in AKAP6 (A-kinase anchoring protein 6) which were associated with risk of invasive EOC (rs1955513, OR = 0.90, p = 0.00033; rs927062, OR = 0.94, p = 0.00059). Functional annotation revealed that the two ARHGEF10L variants were located in super-enhancer regions and that AKAP6 rs927062 was associated with expression of GTPase gene ARHGAP5 (Rho GTPase activating protein 5). Inherited variants in ARHGEF10L and AKAP6, with potential transcriptional regulatory function and association with EOC risk, warrant investigation in independent EOC study populations.

29. Adult height is associated with increased risk of ovarian cancer: a Mendelian randomisation study

Author

Dixon-Suen, Suzanne C, Nagle, Christina M, Thrift, Aaron P, Pharoah, Paul DP, Ewing, Ailith, Pearce, Celeste Leigh, Zheng, Wei, Australian Ovarian Cancer Study Group, Chenevix-Trench, Georgia, Fasching, Peter A, Beckmann, Matthias W, Lambrechts, Diether, Vergote, Ignace, Lambrechts, Sandrina, Van Nieuwenhuysen, Els, Rossing, Mary Anne, Doherty, Jennifer A, Wicklund, Kristine G, Chang-Claude, Jenny, Jung, Audrey Y, Moysich, Kirsten B, Odunsi, Kunle, Goodman, Marc T, Wilkens, Lynne R, Thompson, Pamela J, Shvetsov, Yurii B, Dörk, Thilo, Park-Simon, Tjoung-Won, Hillemanns, Peter, Bogdanova, Natalia, Butzow, Ralf, Nevanlinna, Heli, Pelttari, Liisa M, Leminen, Arto, Modugno, Francesmary, Ness, Roberta B, Edwards, Robert P, Kelley, Joseph L, Heitz, Florian, Du Bois, Andreas, Harter, Philipp, Schwaab, Ira, Karlan, Beth Y, Lester, Jenny, Orsulic, Sandra, Rimel, Bobbie J, Kjær, Susanne K, Høgdall, Estrid, Jensen, Allan, Goode, Ellen L, Fridley, Brooke L, Cunningham, Julie M, Winham, Stacey J, Giles, Graham G, Bruinsma, Fiona, Milne, Roger L, Southey, Melissa C, Hildebrandt, Michelle AT, Wu, Xifeng, Lu, Karen H, Liang, Dong, Levine, Douglas A, Bisogna, Maria, Schildkraut, Joellen M, Berchuck, Andrew, Cramer, Daniel W, Terry, Kathryn L, Bandera, Elisa V, Olson, Sara H, Salvesen, Helga B, Thomsen, Liv Cecilie Vestrheim, Kopperud, Reidun K, Bjorge, Line, Kiemeney, Lambertus A, Massuger, Leon FAG, Pejovic, Tanja, Bruegl, Amanda, Cook, Linda S, Le, Nhu D, Swenerton, Kenneth D, Brooks-Wilson, Angela, Kelemen, Linda E, Lubiński, Jan, Huzarski, Tomasz, Gronwald, Jacek, Menkiszak, Janusz, Wentzensen, Nicolas, Brinton, Louise, Yang, Hannah, Lissowska, Jolanta, Høgdall, Claus K, Lundvall, Lene, Song, Honglin, Tyrer, Jonathan P, Campbell, Ian, Eccles, Diana, Paul, James, Glasspool, Rosalind, Siddiqui, Nadeem, Whittemore, Alice S, Sieh, Weiva, McGuire, Valerie, Rothstein, Joseph H, Narod, Steven A, Phelan, Catherine, Risch, Harvey A, McLaughlin, John R, Anton-Culver, Hoda, Ziogas, Argyrios, Menon, Usha, Gayther, Simon A, Ramus, Susan J, Gentry-Maharaj, Aleksandra, Wu, Anna H, Pike, Malcolm C, Tseng, Chiu-Chen, Kupryjanczyk, Jolanta, Dansonka-Mieszkowska, Agnieszka, Budzilowska, Agnieszka, Rzepecka, Iwona K, Webb, Penelope M, and Ovarian Cancer Association Consortium

Subjects
Adult, Aged, 80 and over, Ovarian Neoplasms, Adolescent, Geography, Carcinoma, Ovarian Epithelial, Mendelian Randomization Analysis, Middle Aged, Body Height, 3. Good health, Young Adult, Risk Factors, Case-Control Studies, Humans, Female, Genetic Predisposition to Disease, Aged
Abstract

BACKGROUND: Observational studies suggest greater height is associated with increased ovarian cancer risk, but cannot exclude bias and/or confounding as explanations for this. Mendelian randomisation (MR) can provide evidence which may be less prone to bias. METHODS: We pooled data from 39 Ovarian Cancer Association Consortium studies (16,395 cases; 23,003 controls). We applied two-stage predictor-substitution MR, using a weighted genetic risk score combining 609 single-nucleotide polymorphisms. Study-specific odds ratios (OR) and 95% confidence intervals (CI) for the association between genetically predicted height and risk were pooled using random-effects meta-analysis. RESULTS: Greater genetically predicted height was associated with increased ovarian cancer risk overall (pooled-OR (pOR) = 1.06; 95% CI: 1.01-1.11 per 5 cm increase in height), and separately for invasive (pOR = 1.06; 95% CI: 1.01-1.11) and borderline (pOR = 1.15; 95% CI: 1.02-1.29) tumours. CONCLUSIONS: Women with a genetic propensity to being taller have increased risk of ovarian cancer. This suggests genes influencing height are involved in pathways promoting ovarian carcinogenesis.

30. Genome-wide significant risk associations for mucinous ovarian carcinoma (vol 47, pg 888, 2015)

Author

Kelemen, Linda E., Lawrenson, Kate, Tyrer, Jonathan, Li, Qiyuan, Lee, Janet M., Seo, Ji-Heui, Phelan, Catherine M., Beesley, Jonathan, Chen, Xiaoqing, Spindler, Tassja J., Aben, Katja K. H., Anton-Culver, Hoda, Antonenkova, Natalia, Baker, Helen, Bandera, Elisa V., Bean, Yukie, Beckmann, Matthias W., Bisogna, Maria, Bjorge, Line, Bogdanova, Natalia, Brinton, Louise A., Brooks-Wilson, Angela, Bruinsma, Fiona, Butzow, Ralf, Campbell, Ian G., Carty, Karen, Chang-Claude, Jenny, Chen, Y. Ann, Chen, Zhihua, Cook, Linda S., Cramer, Daniel W., Cunningham, Julie M., Cybulski, Cezary, Dansonka-Mieszkowska, Agnieszka, Dennis, Joe, Dicks, Ed, Doherty, Jennifer A., Doerk, Thilo, Du Bois, Andreas, Duerst, Matthias, Eccles, Diana, Easton, Douglas T., Edwards, Robert P., Eilber, Ursula, Ekici, Arif B., Engelholm, Svend Aage, Fasching, Peter A., Fridley, Brooke L., Gao, Yu-Tang, Gentry-Maharaj, Aleksandra, Giles, Graham G., Glasspool, Rosalind, Goode, Ellen L., Goodman, Marc T., Grownwald, Jacek, Harrington, Patricia, Harter, Philipp, Hasmad, Hanis Nazihah, Hein, Alexander, Heitz, Florian, Hildebrandt, Michelle A. T., Hillemanns, Peter, Hogdall, Estrid, Hogdall, Claus, Hosono, Satoyo, Iversen, Edwin S., Jakubowska, Anna, Jensen, Allan, Ji, Bu-Tian, Karlan, Beth Y., Kellar, Melissa, Kelley, Joseph L., Kiemeney, Lambertus A., Krakstad, Camilla, Kjaer, Susanne K., Kupryjanczyk, Jolanta, Lambrechts, Diether, Lambrechts, Sandrina, Le, Nhu D., Lee, Alice W., Lele, Shashi, Leminen, Arto, Lester, Jenny, Levine, Douglas A., Liang, Dong, Jolanta Lissowska, Lu, Karen, Lubinski, Jan, Lundvall, Lene, Massuger, Leon F. A. G., Matsuo, Keitaro, Mcguire, Valerie, Mclaughlin, John R., Mcneish, Iain, Menon, Usha, Modugno, Francesmary, Moes-Sosnowska, Joanna, Moysich, Kirsten B., Narod, Steven A., Nedergaard, Lotte, Ness, Roberta B., Nevanlinna, Heli, Adenan, Noor Azmi Mat, Odunsi, Kunle, Olson, Sara H., Orlow, Irene, Orsulic, Sandra, Weber, Rachel Palmieri, Paul, James, Pearce, Celeste Leigh, Pejovic, Tanja, Pelttari, Liisa M., Permuth-Wey, Jennifer, Pike, Malcolm C., Poole, Elizabeth M., Ramus, Susan J., Risch, Harvey A., Rosen, Barry, Rossing, Mary Anne, Rothstein, Joseph H., Rudolph, Anja, Runnebaum, Ingo B., Rzepecka, Iwona K., Salvesen, Helga B., Schildkraut, Joellen M., Schwaab, Ira, Shu, Xiao-Ou, Shvetsov, Yurii B., Siddiqui, Nadeem, Sieh, Weiva, Song, Honglin, Southey, Melissa C., Sucheston, Lara, Tangen, Ingvild L., Teo, Soo-Hwang, Terry, Kathryn L., Thompson, Pamela J., Tworoger, Shelley S., Altena, Anne M., Nieuwenhuysen, Els, Vergote, Ignace, Vierkant, Robert A., Wang-Gohrke, Shan, Walsh, Christine, Wentzensen, Nicolas, Whittemore, Alice S., Wicklund, Kristine G., Wilkens, Lynne R., Sawicki, Wlodzimierz, Woo, Yin-Ling, Wu, Xifeng, Wu, Anna H., Yang, Hannah, Zheng, Wei, Ziogas, Argyrios, Sellers, Thomas A., Freedman, Matthew L., Chenevix-Trench, Georgia, Pharoah, Paul D. P., Gayther, Simon A., and Berchuck, Andrew

31. Shared heritability and functional enrichment across six solid cancers

Author

Jiang, Xia, Finucane, Hilary K, Schumacher, Fredrick R, Schmit, Stephanie L, Tyrer, Jonathan P, Han, Younghun, Michailidou, Kyriaki, Lesseur, Corina, Kuchenbaecker, Karoline B, Dennis, Joe, Conti, David V, Casey, Graham, Gaudet, Mia M, Huyghe, Jeroen R, Albanes, Demetrius, Aldrich, Melinda C, Andrew, Angeline S, Andrulis, Irene L, Anton-Culver, Hoda, Antoniou, Antonis C, Antonenkova, Natalia N, Arnold, Susanne M, Aronson, Kristan J, Arun, Banu K, Bandera, Elisa V, Barkardottir, Rosa B, Barnes, Daniel R, Batra, Jyotsna, Beckmann, Matthias W, Benitez, Javier, Benlloch, Sara, Berchuck, Andrew, Berndt, Sonja I, Bickeböller, Heike, Bien, Stephanie A, Blomqvist, Carl, Boccia, Stefania, Bogdanova, Natalia V, Bojesen, Stig E, Bolla, Manjeet K, Brauch, Hiltrud, Brenner, Hermann, Brenton, James D, Brook, Mark N, Brunet, Joan, Brunnström, Hans, Buchanan, Daniel D, Burwinkel, Barbara, Butzow, Ralf, Cadoni, Gabriella, Caldés, Trinidad, Caligo, Maria A, Campbell, Ian, Campbell, Peter T, Cancel-Tassin, Géraldine, Cannon-Albright, Lisa, Campa, Daniele, Caporaso, Neil, Carvalho, André L, Chan, Andrew T, Chang-Claude, Jenny, Chanock, Stephen J, Chen, Chu, Christiani, David C, Claes, Kathleen BM, Claessens, Frank, Clements, Judith, Collée, J Margriet, Correa, Marcia Cruz, Couch, Fergus J, Cox, Angela, Cunningham, Julie M, Cybulski, Cezary, Czene, Kamila, Daly, Mary B, DeFazio, Anna, Devilee, Peter, Diez, Orland, Gago-Dominguez, Manuela, Donovan, Jenny L, Dörk, Thilo, Duell, Eric J, Dunning, Alison M, Dwek, Miriam, Eccles, Diana M, Edlund, Christopher K, Edwards, Digna R Velez, Ellberg, Carolina, Evans, D Gareth, Fasching, Peter A, Ferris, Robert L, Liloglou, Triantafillos, Figueiredo, Jane C, Fletcher, Olivia, Fortner, Renée T, Fostira, Florentia, Franceschi, Silvia, Friedman, Eitan, Gallinger, Steven J, Ganz, Patricia A, Garber, Judy, García-Sáenz, José A, Gayther, Simon A, Giles, Graham G, Godwin, Andrew K, Goldberg, Mark S, Goldgar, David E, Goode, Ellen L, Goodman, Marc T, Goodman, Gary, Grankvist, Kjell, Greene, Mark H, Gronberg, Henrik, Gronwald, Jacek, Guénel, Pascal, Håkansson, Niclas, Hall, Per, Hamann, Ute, Hamdy, Freddie C, Hamilton, Robert J, Hampe, Jochen, Haugen, Aage, Heitz, Florian, Herrero, Rolando, Hillemanns, Peter, Hoffmeister, Michael, Høgdall, Estrid, Hong, Yun-Chul, Hopper, John L, Houlston, Richard, Hulick, Peter J, Hunter, David J, Huntsman, David G, Idos, Gregory, Imyanitov, Evgeny N, Ingles, Sue Ann, Isaacs, Claudine, Jakubowska, Anna, James, Paul, Jenkins, Mark A, Johansson, Mattias, Johansson, Mikael, John, Esther M, Joshi, Amit D, Kaneva, Radka, Karlan, Beth Y, Kelemen, Linda E, Kühl, Tabea, Khaw, Kay-Tee, Khusnutdinova, Elza, Kibel, Adam S, Kiemeney, Lambertus A, Kim, Jeri, Kjaer, Susanne K, Knight, Julia A, Kogevinas, Manolis, Kote-Jarai, Zsofia, Koutros, Stella, Kristensen, Vessela N, Kupryjanczyk, Jolanta, Lacko, Martin, Lam, Stephan, Lambrechts, Diether, Landi, Maria Teresa, Lazarus, Philip, Le, Nhu D, Lee, Eunjung, Lejbkowicz, Flavio, Lenz, Heinz-Josef, Leslie, Goska, Lessel, Davor, Lester, Jenny, Levine, Douglas A, Li, Li, Li, Christopher I, Lindblom, Annika, Lindor, Noralane M, Liu, Geoffrey, Loupakis, Fotios, Lubiński, Jan, Maehle, Lovise, Maier, Christiane, Mannermaa, Arto, Marchand, Loic Le, Margolin, Sara, May, Taymaa, McGuffog, Lesley, Meindl, Alfons, Middha, Pooja, Miller, Austin, Milne, Roger L, MacInnis, Robert J, Modugno, Francesmary, Montagna, Marco, Moreno, Victor, Moysich, Kirsten B, Mucci, Lorelei, Muir, Kenneth, Mulligan, Anna Marie, Nathanson, Katherine L, Neal, David E, Ness, Andrew R, Neuhausen, Susan L, Nevanlinna, Heli, Newcomb, Polly A, Newcomb, Lisa F, Nielsen, Finn Cilius, Nikitina-Zake, Liene, Nordestgaard, Børge G, Nussbaum, Robert L, Offit, Kenneth, Olah, Edith, Olama, Ali Amin Al, Olopade, Olufunmilayo I, Olshan, Andrew F, Olsson, Håkan, Osorio, Ana, Pandha, Hardev, Park, Jong Y, Pashayan, Nora, Parsons, Michael T, Pejovic, Tanja, Penney, Kathryn L, Peters, Wilbert HM, Phelan, Catherine M, Phipps, Amanda I, Plaseska-Karanfilska, Dijana, Pring, Miranda, Prokofyeva, Darya, Radice, Paolo, Stefansson, Kari, Ramus, Susan J, Raskin, Leon, Rennert, Gad, Rennert, Hedy S, Van Rensburg, Elizabeth J, Riggan, Marjorie J, Risch, Harvey A, Risch, Angela, Roobol, Monique J, Rosenstein, Barry S, Rossing, Mary Anne, De Ruyck, Kim, Saloustros, Emmanouil, Sandler, Dale P, Sawyer, Elinor J, Schabath, Matthew B, Schleutker, Johanna, Schmidt, Marjanka K, Setiawan, V Wendy, Shen, Hongbing, Siegel, Erin M, Sieh, Weiva, Singer, Christian F, Slattery, Martha L, Sorensen, Karina Dalsgaard, Southey, Melissa C, Spurdle, Amanda B, Stanford, Janet L, Stevens, Victoria L, Stintzing, Sebastian, Stone, Jennifer, Sundfeldt, Karin, Sutphen, Rebecca, Swerdlow, Anthony J, Tajara, Eloiza H, Tangen, Catherine M, Tardon, Adonina, Taylor, Jack A, Teare, M Dawn, Teixeira, Manuel R, Terry, Mary Beth, Terry, Kathryn L, Thibodeau, Stephen N, Thomassen, Mads, Bjørge, Line, Tischkowitz, Marc, Toland, Amanda E, Torres, Diana, Townsend, Paul A, Travis, Ruth C, Tung, Nadine, Tworoger, Shelley S, Ulrich, Cornelia M, Usmani, Nawaid, Vachon, Celine M, Van Nieuwenhuysen, Els, Vega, Ana, Aguado-Barrera, Miguel Elías, Wang, Qin, Webb, Penelope M, Weinberg, Clarice R, Weinstein, Stephanie, Weissler, Mark C, Weitzel, Jeffrey N, West, Catharine ML, White, Emily, Whittemore, Alice S, Wichmann, H-Erich, Wiklund, Fredrik, Winqvist, Robert, Wolk, Alicja, Woll, Penella, Woods, Michael, Wu, Anna H, Wu, Xifeng, Yannoukakos, Drakoulis, Zheng, Wei, Zienolddiny, Shanbeh, Ziogas, Argyrios, Zorn, Kristin K, Lane, Jacqueline M, Saxena, Richa, Thomas, Duncan, Hung, Rayjean J, Diergaarde, Brenda, McKay, James, Peters, Ulrike, Hsu, Li, García-Closas, Montserrat, Eeles, Rosalind A, Chenevix-Trench, Georgia, Brennan, Paul J, Haiman, Christopher A, Simard, Jacques, Easton, Douglas F, Gruber, Stephen B, Pharoah, Paul DP, Price, Alkes L, Pasaniuc, Bogdan, Amos, Christopher I, Kraft, Peter, and Lindström, Sara

Subjects
Male, Ovarian Neoplasms, Lung Neoplasms, Mental Disorders, Smoking, Inheritance Patterns, Prostatic Neoplasms, Breast Neoplasms, Polymorphism, Single Nucleotide, White People, 3. Good health, Neoplasm Proteins, Phenotype, Head and Neck Neoplasms, Case-Control Studies, Humans, Female, Genetic Predisposition to Disease, Colorectal Neoplasms, Genome-Wide Association Study
Abstract

Quantifying the genetic correlation between cancers can provide important insights into the mechanisms driving cancer etiology. Using genome-wide association study summary statistics across six cancer types based on a total of 296,215 cases and 301,319 controls of European ancestry, here we estimate the pair-wise genetic correlations between breast, colorectal, head/neck, lung, ovary and prostate cancer, and between cancers and 38 other diseases. We observed statistically significant genetic correlations between lung and head/neck cancer (rg = 0.57, p = 4.6 × 10-8), breast and ovarian cancer (rg = 0.24, p = 7 × 10-5), breast and lung cancer (rg = 0.18, p =1.5 × 10-6) and breast and colorectal cancer (rg = 0.15, p = 1.1 × 10-4). We also found that multiple cancers are genetically correlated with non-cancer traits including smoking, psychiatric diseases and metabolic characteristics. Functional enrichment analysis revealed a significant excess contribution of conserved and regulatory regions to cancer heritability. Our comprehensive analysis of cross-cancer heritability suggests that solid tumors arising across tissues share in part a common germline genetic basis.

32. Assessment of variation in immunosuppressive pathway genes reveals TGFBR2 to be associated with risk of clear cell ovarian cancer

Author

Hampras, Shalaka S, Sucheston-Campbell, Lara E, Cannioto, Rikki, Chang-Claude, Jenny, Modugno, Francesmary, Dörk, Thilo, Hillemanns, Peter, Preus, Leah, Knutson, Keith L, Wallace, Paul K, Hong, Chi-Chen, Friel, Grace, Davis, Warren, Nesline, Mary, Pearce, Celeste L, Kelemen, Linda E, Goodman, Marc T, Bandera, Elisa V, Terry, Kathryn L, Schoof, Nils, Eng, Kevin H, Clay, Alyssa, Singh, Prashant K, Joseph, Janine M, Aben, Katja KH, Anton-Culver, Hoda, Antonenkova, Natalia, Baker, Helen, Bean, Yukie, Beckmann, Matthias W, Bisogna, Maria, Bjorge, Line, Bogdanova, Natalia, Brinton, Louise A, Brooks-Wilson, Angela, Bruinsma, Fiona, Butzow, Ralf, Campbell, Ian G, Carty, Karen, Cook, Linda S, Cramer, Daniel W, Cybulski, Cezary, Dansonka-Mieszkowska, Agnieszka, Dennis, Joe, Despierre, Evelyn, Dicks, Ed, Doherty, Jennifer A, Du Bois, Andreas, Dürst, Matthias, Easton, Doug, Eccles, Diana, Edwards, Robert P, Ekici, Arif B, Fasching, Peter A, Fridley, Brooke L, Gao, Yu-Tang, Gentry-Maharaj, Aleksandra, Giles, Graham G, Glasspool, Rosalind, Gronwald, Jacek, Harrington, Patricia, Harter, Philipp, Hasmad, Hanis Nazihah, Hein, Alexander, Heitz, Florian, Hildebrandt, Michelle AT, Hogdall, Claus, Hogdall, Estrid, Hosono, Satoyo, Iversen, Edwin S, Jakubowska, Anna, Jensen, Allan, Ji, Bu-Tian, Karlan, Beth Y, Kellar, Melissa, Kelley, Joseph L, Kiemeney, Lambertus A, Klapdor, Rüdiger, Kolomeyevskaya, Nonna, Krakstad, Camilla, Kjaer, Susanne K, Kruszka, Bridget, Kupryjanczyk, Jolanta, Lambrechts, Diether, Lambrechts, Sandrina, Le, Nhu D, Lee, Alice W, Lele, Shashikant, Leminen, Arto, Lester, Jenny, Levine, Douglas A, Liang, Dong, Lissowska, Jolanta, Liu, Song, Lu, Karen, Lubinski, Jan, Lundvall, Lene, Massuger, Leon FAG, Matsuo, Keitaro, McGuire, Valeria, McLaughlin, John R, McNeish, Ian, Menon, Usha, Moes-Sosnowska, Joanna, Narod, Steven A, Nedergaard, Lotte, Nevanlinna, Heli, Nickels, Stefan, Olson, Sara H, Orlow, Irene, Weber, Rachel Palmieri, Paul, James, Pejovic, Tanja, Pelttari, Liisa M, Perkins, Barbara, Permuth-Wey, Jenny, Pike, Malcolm C, Plisiecka-Halasa, Joanna, Poole, Elizabeth M, Risch, Harvey A, Rossing, Mary Anne, Rothstein, Joseph H, Rudolph, Anja, Runnebaum, Ingo B, Rzepecka, Iwona K, Salvesen, Helga B, Schernhammer, Eva, Schmitt, Kristina, Schwaab, Ira, Shu, Xiao-Ou, Shvetsov, Yurii B, Siddiqui, Nadeem, Sieh, Weiva, Song, Honglin, Southey, Melissa C, Tangen, Ingvild L, Teo, Soo-Hwang, Thompson, Pamela J, Timorek, Agnieszka, Tsai, Ya-Yu, Tworoger, Shelley S, Tyrer, Jonathan, Van Altena, Anna M, Vergote, Ignace, Vierkant, Robert A, Walsh, Christine, Wang-Gohrke, Shan, Wentzensen, Nicolas, Whittemore, Alice S, Wicklund, Kristine G, Wilkens, Lynne R, Wu, Anna H, Wu, Xifeng, Woo, Yin-Ling, Yang, Hannah, Zheng, Wei, Ziogas, Argyrios, Gayther, Simon A, Ramus, Susan J, Sellers, Thomas A, Schildkraut, Joellen M, Phelan, Catherine M, Berchuck, Andrew, Chenevix-Trench, Georgia, Cunningham, Julie M, Pharoah, Paul P, Ness, Roberta B, Odunsi, Kunle, Goode, Ellen L, and Moysich, Kirsten B

Subjects
Adult, Ovarian Neoplasms, immunosuppression, endocrine system diseases, Genotype, biomarkers, Middle Aged, Protein-Serine-Threonine Kinases, Polymorphism, Single Nucleotide, T-Lymphocytes, Regulatory, female genital diseases and pregnancy complications, 3. Good health, TGFBR2, Gene Expression Regulation, Neoplastic, ovarian cancer, Gene Frequency, Risk Factors, genetic variation, Humans, Female, Genetic Predisposition to Disease, Neoplasms, Glandular and Epithelial, Receptors, Transforming Growth Factor beta, Adenocarcinoma, Clear Cell, Aged
Abstract

BACKGROUND: Regulatory T (Treg) cells, a subset of CD4+ T lymphocytes, are mediators of immunosuppression in cancer, and, thus, variants in genes encoding Treg cell immune molecules could be associated with ovarian cancer. METHODS: In a population of 15,596 epithelial ovarian cancer (EOC) cases and 23,236 controls, we measured genetic associations of 1,351 SNPs in Treg cell pathway genes with odds of ovarian cancer and tested pathway and gene-level associations, overall and by histotype, for the 25 genes, using the admixture likelihood (AML) method. The most significant single SNP associations were tested for correlation with expression levels in 44 ovarian cancer patients. RESULTS: The most significant global associations for all genes in the pathway were seen in endometrioid ( p = 0.082) and clear cell ( p = 0.083), with the most significant gene level association seen with TGFBR2 ( p = 0.001) and clear cell EOC. Gene associations with histotypes at p < 0.05 included: IL12 ( p = 0.005 and p = 0.008, serous and high-grade serous, respectively), IL8RA ( p = 0.035, endometrioid and mucinous), LGALS1 ( p = 0.03, mucinous), STAT5B ( p = 0.022, clear cell), TGFBR1 ( p = 0.021 endometrioid) and TGFBR2 ( p = 0.017 and p = 0.025, endometrioid and mucinous, respectively). CONCLUSIONS: Common inherited gene variation in Treg cell pathways shows some evidence of germline genetic contribution to odds of EOC that varies by histologic subtype and may be associated with mRNA expression of immune-complex receptor in EOC patients.

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