Search

Your search keyword '"Tyrer, Jonathan P"' showing total 107 results
Start Over Author "Tyrer, Jonathan P" Topic genome-wide association study
107 results on '"Tyrer, Jonathan P"'

1. Improving on polygenic scores across complex traits using select and shrink with summary statistics (S4) and LDpred2.

Author

Tyrer JP, Peng PC, DeVries AA, Gayther SA, Jones MR, and Pharoah PD

Subjects
Humans, Phenotype, Polymorphism, Single Nucleotide, Models, Genetic, Female, Multifactorial Inheritance, Genome-Wide Association Study methods
Abstract

Background: As precision medicine advances, polygenic scores (PGS) have become increasingly important for clinical risk assessment. Many methods have been developed to create polygenic models with increased accuracy for risk prediction. Our select and shrink with summary statistics (S4) PGS method has previously been shown to accurately predict the polygenic risk of epithelial ovarian cancer. Here, we applied S4 PGS to 12 phenotypes for UK Biobank participants, and compared it with the LDpred2 and a combined S4 + LDpred2 method., Results: The S4 + LDpred2 method provided overall improved PGS accuracy across a variety of phenotypes for UK Biobank participants. Additionally, the S4 + LDpred2 method had the best estimated PGS accuracy in Finnish and Japanese populations. We also addressed the challenge of limited genotype level data by developing the PGS models using only GWAS summary statistics., Conclusions: Taken together, the S4 + LDpred2 method represents an improvement in overall PGS accuracy across multiple phenotypes and populations., (© 2024. The Author(s).)

Published
2024
Full Text
View/download PDF

2. Integrative multi-omics analyses to identify the genetic and functional mechanisms underlying ovarian cancer risk regions.

Author

Dareng EO, Coetzee SG, Tyrer JP, Peng PC, Rosenow W, Chen S, Davis BD, Dezem FS, Seo JH, Nameki R, Reyes AL, Aben KKH, Anton-Culver H, Antonenkova NN, Aravantinos G, Bandera EV, Beane Freeman LE, Beckmann MW, Beeghly-Fadiel A, Benitez J, Bernardini MQ, Bjorge L, Black A, Bogdanova NV, Bolton KL, Brenton JD, Budzilowska A, Butzow R, Cai H, Campbell I, Cannioto R, Chang-Claude J, Chanock SJ, Chen K, Chenevix-Trench G, Chiew YE, Cook LS, DeFazio A, Dennis J, Doherty JA, Dörk T, du Bois A, Dürst M, Eccles DM, Ene G, Fasching PA, Flanagan JM, Fortner RT, Fostira F, Gentry-Maharaj A, Giles GG, Goodman MT, Gronwald J, Haiman CA, Håkansson N, Heitz F, Hildebrandt MAT, Høgdall E, Høgdall CK, Huang RY, Jensen A, Jones ME, Kang D, Karlan BY, Karnezis AN, Kelemen LE, Kennedy CJ, Khusnutdinova EK, Kiemeney LA, Kjaer SK, Kupryjanczyk J, Labrie M, Lambrechts D, Larson MC, Le ND, Lester J, Li L, Lubiński J, Lush M, Marks JR, Matsuo K, May T, McLaughlin JR, McNeish IA, Menon U, Missmer S, Modugno F, Moffitt M, Monteiro AN, Moysich KB, Narod SA, Nguyen-Dumont T, Odunsi K, Olsson H, Onland-Moret NC, Park SK, Pejovic T, Permuth JB, Piskorz A, Prokofyeva D, Riggan MJ, Risch HA, Rodríguez-Antona C, Rossing MA, Sandler DP, Setiawan VW, Shan K, Song H, Southey MC, Steed H, Sutphen R, Swerdlow AJ, Teo SH, Terry KL, Thompson PJ, Vestrheim Thomsen LC, Titus L, Trabert B, Travis R, Tworoger SS, Valen E, Van Nieuwenhuysen E, Edwards DV, Vierkant RA, Webb PM, Weinberg CR, Weise RM, Wentzensen N, White E, Winham SJ, Wolk A, Woo YL, Wu AH, Yan L, Yannoukakos D, Zeinomar N, Zheng W, Ziogas A, Berchuck A, Goode EL, Huntsman DG, Pearce CL, Ramus SJ, Sellers TA, Freedman ML, Lawrenson K, Schildkraut JM, Hazelett D, Plummer JT, Kar S, Jones MR, Pharoah PDP, and Gayther SA

Subjects
Humans, Female, Carcinoma, Ovarian Epithelial genetics, Transcriptome, Risk Factors, Genomics methods, Case-Control Studies, Multiomics, Genome-Wide Association Study, Polymorphism, Single Nucleotide, Ovarian Neoplasms genetics, Ovarian Neoplasms pathology, Genetic Predisposition to Disease
Abstract

To identify credible causal risk variants (CCVs) associated with different histotypes of epithelial ovarian cancer (EOC), we performed genome-wide association analysis for 470,825 genotyped and 10,163,797 imputed SNPs in 25,981 EOC cases and 105,724 controls of European origin. We identified five histotype-specific EOC risk regions (p value <5 × 10 -8 ) and confirmed previously reported associations for 27 risk regions. Conditional analyses identified an additional 11 signals independent of the primary signal at six risk regions (p value <10 -5 ). Fine mapping identified 4,008 CCVs in these regions, of which 1,452 CCVs were located in ovarian cancer-related chromatin marks with significant enrichment in active enhancers, active promoters, and active regions for CCVs from each EOC histotype. Transcriptome-wide association and colocalization analyses across histotypes using tissue-specific and cross-tissue datasets identified 86 candidate susceptibility genes in known EOC risk regions and 32 genes in 23 additional genomic regions that may represent novel EOC risk loci (false discovery rate <0.05). Finally, by integrating genome-wide HiChIP interactome analysis with transcriptome-wide association study (TWAS), variant effect predictor, transcription factor ChIP-seq, and motifbreakR data, we identified candidate gene-CCV interactions at each locus. This included risk loci where TWAS identified one or more candidate susceptibility genes (e.g., HOXD-AS2, HOXD8, and HOXD3 at 2q31) and other loci where no candidate gene was identified (e.g., MYC and PVT1 at 8q24) by TWAS. In summary, this study describes a functional framework and provides a greater understanding of the biological significance of risk alleles and candidate gene targets at EOC susceptibility loci identified by a genome-wide association study., Competing Interests: Declaration of interests The authors declare no competing interests., (Copyright © 2024 American Society of Human Genetics. Published by Elsevier Inc. All rights reserved.)

Published
2024
Full Text
View/download PDF

3. Copy Number Variants Are Ovarian Cancer Risk Alleles at Known and Novel Risk Loci.

Author

DeVries AA, Dennis J, Tyrer JP, Peng PC, Coetzee SG, Reyes AL, Plummer JT, Davis BD, Chen SS, Dezem FS, Aben KKH, Anton-Culver H, Antonenkova NN, Beckmann MW, Beeghly-Fadiel A, Berchuck A, Bogdanova NV, Bogdanova-Markov N, Brenton JD, Butzow R, Campbell I, Chang-Claude J, Chenevix-Trench G, Cook LS, DeFazio A, Doherty JA, Dörk T, Eccles DM, Eliassen AH, Fasching PA, Fortner RT, Giles GG, Goode EL, Goodman MT, Gronwald J, Håkansson N, Hildebrandt MAT, Huff C, Huntsman DG, Jensen A, Kar S, Karlan BY, Khusnutdinova EK, Kiemeney LA, Kjaer SK, Kupryjanczyk J, Labrie M, Lambrechts D, Le ND, Lubiński J, May T, Menon U, Milne RL, Modugno F, Monteiro AN, Moysich KB, Odunsi K, Olsson H, Pearce CL, Pejovic T, Ramus SJ, Riboli E, Riggan MJ, Romieu I, Sandler DP, Schildkraut JM, Setiawan VW, Sieh W, Song H, Sutphen R, Terry KL, Thompson PJ, Titus L, Tworoger SS, Van Nieuwenhuysen E, Edwards DV, Webb PM, Wentzensen N, Whittemore AS, Wolk A, Wu AH, Ziogas A, Freedman ML, Lawrenson K, Pharoah PDP, Easton DF, Gayther SA, and Jones MR

Subjects
Female, Humans, Carcinoma, Ovarian Epithelial genetics, Alleles, DNA Copy Number Variations, Genetic Predisposition to Disease, Polymorphism, Single Nucleotide, Genome-Wide Association Study, Ovarian Neoplasms genetics, Ovarian Neoplasms pathology
Abstract

Background: Known risk alleles for epithelial ovarian cancer (EOC) account for approximately 40% of the heritability for EOC. Copy number variants (CNVs) have not been investigated as EOC risk alleles in a large population cohort., Methods: Single nucleotide polymorphism array data from 13 071 EOC cases and 17 306 controls of White European ancestry were used to identify CNVs associated with EOC risk using a rare admixture maximum likelihood test for gene burden and a by-probe ratio test. We performed enrichment analysis of CNVs at known EOC risk loci and functional biofeatures in ovarian cancer-related cell types., Results: We identified statistically significant risk associations with CNVs at known EOC risk genes; BRCA1 (PEOC = 1.60E-21; OREOC = 8.24), RAD51C (Phigh-grade serous ovarian cancer [HGSOC] = 5.5E-4; odds ratio [OR]HGSOC = 5.74 del), and BRCA2 (PHGSOC = 7.0E-4; ORHGSOC = 3.31 deletion). Four suggestive associations (P < .001) were identified for rare CNVs. Risk-associated CNVs were enriched (P < .05) at known EOC risk loci identified by genome-wide association study. Noncoding CNVs were enriched in active promoters and insulators in EOC-related cell types., Conclusions: CNVs in BRCA1 have been previously reported in smaller studies, but their observed frequency in this large population-based cohort, along with the CNVs observed at BRCA2 and RAD51C gene loci in EOC cases, suggests that these CNVs are potentially pathogenic and may contribute to the spectrum of disease-causing mutations in these genes. CNVs are likely to occur in a wider set of susceptibility regions, with potential implications for clinical genetic testing and disease prevention., (© The Author(s) 2022. Published by Oxford University Press.)

Published
2022
Full Text
View/download PDF

4. Rare germline copy number variants (CNVs) and breast cancer risk.

Author

Dennis J, Tyrer JP, Walker LC, Michailidou K, Dorling L, Bolla MK, Wang Q, Ahearn TU, Andrulis IL, Anton-Culver H, Antonenkova NN, Arndt V, Aronson KJ, Freeman LEB, Beckmann MW, Behrens S, Benitez J, Bermisheva M, Bogdanova NV, Bojesen SE, Brenner H, Castelao JE, Chang-Claude J, Chenevix-Trench G, Clarke CL, Collée JM, Couch FJ, Cox A, Cross SS, Czene K, Devilee P, Dörk T, Dossus L, Eliassen AH, Eriksson M, Evans DG, Fasching PA, Figueroa J, Fletcher O, Flyger H, Fritschi L, Gabrielson M, Gago-Dominguez M, García-Closas M, Giles GG, González-Neira A, Guénel P, Hahnen E, Haiman CA, Hall P, Hollestelle A, Hoppe R, Hopper JL, Howell A, Jager A, Jakubowska A, John EM, Johnson N, Jones ME, Jung A, Kaaks R, Keeman R, Khusnutdinova E, Kitahara CM, Ko YD, Kosma VM, Koutros S, Kraft P, Kristensen VN, Kubelka-Sabit K, Kurian AW, Lacey JV, Lambrechts D, Larson NL, Linet M, Ogrodniczak A, Mannermaa A, Manoukian S, Margolin S, Mavroudis D, Milne RL, Muranen TA, Murphy RA, Nevanlinna H, Olson JE, Olsson H, Park-Simon TW, Perou CM, Peterlongo P, Plaseska-Karanfilska D, Pylkäs K, Rennert G, Saloustros E, Sandler DP, Sawyer EJ, Schmidt MK, Schmutzler RK, Shibli R, Smeets A, Soucy P, Southey MC, Swerdlow AJ, Tamimi RM, Taylor JA, Teras LR, Terry MB, Tomlinson I, Troester MA, Truong T, Vachon CM, Wendt C, Winqvist R, Wolk A, Yang XR, Zheng W, Ziogas A, Simard J, Dunning AM, Pharoah PDP, and Easton DF

Subjects
Case-Control Studies, Female, Humans, Risk Factors, Breast Neoplasms genetics, DNA Copy Number Variations, Genome, Human, Genome-Wide Association Study, Germ Cells
Abstract

Germline copy number variants (CNVs) are pervasive in the human genome but potential disease associations with rare CNVs have not been comprehensively assessed in large datasets. We analysed rare CNVs in genes and non-coding regions for 86,788 breast cancer cases and 76,122 controls of European ancestry with genome-wide array data. Gene burden tests detected the strongest association for deletions in BRCA1 (P = 3.7E-18). Nine other genes were associated with a p-value < 0.01 including known susceptibility genes CHEK2 (P = 0.0008), ATM (P = 0.002) and BRCA2 (P = 0.008). Outside the known genes we detected associations with p-values < 0.001 for either overall or subtype-specific breast cancer at nine deletion regions and four duplication regions. Three of the deletion regions were in established common susceptibility loci. To the best of our knowledge, this is the first genome-wide analysis of rare CNVs in a large breast cancer case-control dataset. We detected associations with exonic deletions in established breast cancer susceptibility genes. We also detected suggestive associations with non-coding CNVs in known and novel loci with large effects sizes. Larger sample sizes will be required to reach robust levels of statistical significance., (© 2022. The Author(s).)

Published
2022
Full Text
View/download PDF

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

Author

Coignard J, Lush M, Beesley J, O'Mara TA, Dennis J, Tyrer JP, Barnes DR, McGuffog L, Leslie G, Bolla MK, Adank MA, Agata S, Ahearn T, Aittomäki K, Andrulis IL, Anton-Culver H, Arndt V, Arnold N, Aronson KJ, Arun BK, Augustinsson A, Azzollini J, Barrowdale D, Baynes C, Becher H, Bermisheva M, Bernstein L, Białkowska K, Blomqvist C, Bojesen SE, Bonanni B, Borg A, Brauch H, Brenner H, Burwinkel B, Buys SS, Caldés T, Caligo MA, Campa D, Carter BD, Castelao JE, Chang-Claude J, Chanock SJ, Chung WK, Claes KBM, Clarke CL, Collée JM, Conroy DM, Czene K, Daly MB, Devilee P, Diez O, Ding YC, Domchek SM, Dörk T, Dos-Santos-Silva I, Dunning AM, Dwek M, Eccles DM, Eliassen AH, Engel C, Eriksson M, Evans DG, Fasching PA, Flyger H, Fostira F, Friedman E, Fritschi L, Frost D, Gago-Dominguez M, Gapstur SM, Garber J, Garcia-Barberan V, García-Closas M, García-Sáenz JA, Gaudet MM, Gayther SA, Gehrig A, Georgoulias V, Giles GG, Godwin AK, Goldberg MS, Goldgar DE, González-Neira A, Greene MH, Guénel P, Haeberle L, Hahnen E, Haiman CA, Håkansson N, Hall P, Hamann U, Harrington PA, Hart SN, He W, Hogervorst FBL, Hollestelle A, Hopper JL, Horcasitas DJ, Hulick PJ, Hunter DJ, Imyanitov EN, Jager A, Jakubowska A, James PA, Jensen UB, John EM, Jones ME, Kaaks R, Kapoor PM, Karlan BY, Keeman R, Khusnutdinova E, Kiiski JI, Ko YD, Kosma VM, Kraft P, Kurian AW, Laitman Y, Lambrechts D, Le Marchand L, Lester J, Lesueur F, Lindstrom T, Lopez-Fernández A, Loud JT, Luccarini C, Mannermaa A, Manoukian S, Margolin S, Martens JWM, Mebirouk N, Meindl A, Miller A, Milne RL, Montagna M, Nathanson KL, Neuhausen SL, Nevanlinna H, Nielsen FC, O'Brien KM, Olopade OI, Olson JE, Olsson H, Osorio A, Ottini L, Park-Simon TW, Parsons MT, Pedersen IS, Peshkin B, Peterlongo P, Peto J, Pharoah PDP, Phillips KA, Polley EC, Poppe B, Presneau N, Pujana MA, Punie K, Radice P, Rantala J, Rashid MU, Rennert G, Rennert HS, Robson M, Romero A, Rossing M, Saloustros E, Sandler DP, Santella R, Scheuner MT, Schmidt MK, Schmidt G, Scott C, Sharma P, Soucy P, Southey MC, Spinelli JJ, Steinsnyder Z, Stone J, Stoppa-Lyonnet D, Swerdlow A, Tamimi RM, Tapper WJ, Taylor JA, Terry MB, Teulé A, Thull DL, Tischkowitz M, Toland AE, Torres D, Trainer AH, Truong T, Tung N, Vachon CM, Vega A, Vijai J, Wang Q, Wappenschmidt B, Weinberg CR, Weitzel JN, Wendt C, Wolk A, Yadav S, Yang XR, Yannoukakos D, Zheng W, Ziogas A, Zorn KK, Park SK, Thomassen M, Offit K, Schmutzler RK, Couch FJ, Simard J, Chenevix-Trench G, Easton DF, Andrieu N, and Antoniou AC

Subjects
Adult, Alleles, Female, Genotype, Humans, Linkage Disequilibrium, Middle Aged, Mutation, Quantitative Trait Loci genetics, Risk Factors, BRCA1 Protein genetics, BRCA2 Protein genetics, Breast Neoplasms genetics, Genetic Predisposition to Disease genetics, Genome-Wide Association Study methods, Polymorphism, Single Nucleotide
Abstract

Breast cancer (BC) risk for BRCA1 and BRCA2 mutation carriers varies by genetic and familial factors. About 50 common variants have been shown to modify BC risk for mutation carriers. All but three, were identified in general population studies. Other mutation carrier-specific susceptibility variants may exist but studies of mutation carriers have so far been underpowered. We conduct a novel case-only genome-wide association study comparing genotype frequencies between 60,212 general population BC cases and 13,007 cases with BRCA1 or BRCA2 mutations. We identify robust novel associations for 2 variants with BC for BRCA1 and 3 for BRCA2 mutation carriers, P < 10 -8 , at 5 loci, which are not associated with risk in the general population. They include rs60882887 at 11p11.2 where MADD, SP11 and EIF1, genes previously implicated in BC biology, are predicted as potential targets. These findings will contribute towards customising BC polygenic risk scores for BRCA1 and BRCA2 mutation carriers.

Published
2021
Full Text
View/download PDF

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

Author

Fachal L, Aschard H, Beesley J, Barnes DR, Allen J, Kar S, Pooley KA, Dennis J, Michailidou K, Turman C, Soucy P, Lemaçon A, Lush M, Tyrer JP, Ghoussaini M, Moradi Marjaneh M, Jiang X, Agata S, Aittomäki K, Alonso MR, Andrulis IL, Anton-Culver H, Antonenkova NN, Arason A, Arndt V, Aronson KJ, Arun BK, Auber B, Auer PL, Azzollini J, Balmaña J, Barkardottir RB, Barrowdale D, Beeghly-Fadiel A, Benitez J, Bermisheva M, Białkowska K, Blanco AM, Blomqvist C, Blot W, Bogdanova NV, Bojesen SE, Bolla MK, Bonanni B, Borg A, Bosse K, Brauch H, Brenner H, Briceno I, Brock IW, Brooks-Wilson A, Brüning T, Burwinkel B, Buys SS, Cai Q, Caldés T, Caligo MA, Camp NJ, Campbell I, Canzian F, Carroll JS, Carter BD, Castelao JE, Chiquette J, Christiansen H, Chung WK, Claes KBM, Clarke CL, Collée JM, Cornelissen S, Couch FJ, Cox A, Cross SS, Cybulski C, Czene K, Daly MB, de la Hoya M, Devilee P, Diez O, Ding YC, Dite GS, Domchek SM, Dörk T, Dos-Santos-Silva I, Droit A, Dubois S, Dumont M, Duran M, Durcan L, Dwek M, Eccles DM, Engel C, Eriksson M, Evans DG, Fasching PA, Fletcher O, Floris G, Flyger H, Foretova L, Foulkes WD, Friedman E, Fritschi L, Frost D, Gabrielson M, Gago-Dominguez M, Gambino G, Ganz PA, Gapstur SM, Garber J, García-Sáenz JA, Gaudet MM, Georgoulias V, Giles GG, Glendon G, Godwin AK, Goldberg MS, Goldgar DE, González-Neira A, Tibiletti MG, Greene MH, Grip M, Gronwald J, Grundy A, Guénel P, Hahnen E, Haiman CA, Håkansson N, Hall P, Hamann U, Harrington PA, Hartikainen JM, Hartman M, He W, Healey CS, Heemskerk-Gerritsen BAM, Heyworth J, Hillemanns P, Hogervorst FBL, Hollestelle A, Hooning MJ, Hopper JL, Howell A, Huang G, Hulick PJ, Imyanitov EN, Isaacs C, Iwasaki M, Jager A, Jakimovska M, Jakubowska A, James PA, Janavicius R, Jankowitz RC, John EM, Johnson N, Jones ME, Jukkola-Vuorinen A, Jung A, Kaaks R, Kang D, Kapoor PM, Karlan BY, Keeman R, Kerin MJ, Khusnutdinova E, Kiiski JI, Kirk J, Kitahara CM, Ko YD, Konstantopoulou I, Kosma VM, Koutros S, Kubelka-Sabit K, Kwong A, Kyriacou K, Laitman Y, Lambrechts D, Lee E, Leslie G, Lester J, Lesueur F, Lindblom A, Lo WY, Long J, Lophatananon A, Loud JT, Lubiński J, MacInnis RJ, Maishman T, Makalic E, Mannermaa A, Manoochehri M, Manoukian S, Margolin S, Martinez ME, Matsuo K, Maurer T, Mavroudis D, Mayes R, McGuffog L, McLean C, Mebirouk N, Meindl A, Miller A, Miller N, Montagna M, Moreno F, Muir K, Mulligan AM, Muñoz-Garzon VM, Muranen TA, Narod SA, Nassir R, Nathanson KL, Neuhausen SL, Nevanlinna H, Neven P, Nielsen FC, Nikitina-Zake L, Norman A, Offit K, Olah E, Olopade OI, Olsson H, Orr N, Osorio A, Pankratz VS, Papp J, Park SK, Park-Simon TW, Parsons MT, Paul J, Pedersen IS, Peissel B, Peshkin B, Peterlongo P, Peto J, Plaseska-Karanfilska D, Prajzendanc K, Prentice R, Presneau N, Prokofyeva D, Pujana MA, Pylkäs K, Radice P, Ramus SJ, Rantala J, Rau-Murthy R, Rennert G, Risch HA, Robson M, Romero A, Rossing M, Saloustros E, Sánchez-Herrero E, Sandler DP, Santamariña M, Saunders C, Sawyer EJ, Scheuner MT, Schmidt DF, Schmutzler RK, Schneeweiss A, Schoemaker MJ, Schöttker B, Schürmann P, Scott C, Scott RJ, Senter L, Seynaeve CM, Shah M, Sharma P, Shen CY, Shu XO, Singer CF, Slavin TP, Smichkoska S, Southey MC, Spinelli JJ, Spurdle AB, Stone J, Stoppa-Lyonnet D, Sutter C, Swerdlow AJ, Tamimi RM, Tan YY, Tapper WJ, Taylor JA, Teixeira MR, Tengström M, Teo SH, Terry MB, Teulé A, Thomassen M, Thull DL, Tischkowitz M, Toland AE, Tollenaar RAEM, Tomlinson I, Torres D, Torres-Mejía G, Troester MA, Truong T, Tung N, Tzardi M, Ulmer HU, Vachon CM, van Asperen CJ, van der Kolk LE, van Rensburg EJ, Vega A, Viel A, Vijai J, Vogel MJ, Wang Q, Wappenschmidt B, Weinberg CR, Weitzel JN, Wendt C, Wildiers H, Winqvist R, Wolk A, Wu AH, Yannoukakos D, Zhang Y, Zheng W, Hunter D, Pharoah PDP, Chang-Claude J, García-Closas M, Schmidt MK, Milne RL, Kristensen VN, French JD, Edwards SL, Antoniou AC, Chenevix-Trench G, Simard J, Easton DF, Kraft P, and Dunning AM

Subjects
Bayes Theorem, Female, Humans, Linkage Disequilibrium, Regulatory Sequences, Nucleic Acid, Risk Factors, Biomarkers, Tumor genetics, Breast Neoplasms genetics, Chromosome Mapping methods, Genetic Predisposition to Disease, Genome-Wide Association Study, Polymorphism, Single Nucleotide, Quantitative Trait Loci
Abstract

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

Published
2020
Full Text
View/download PDF

7. Meta-analysis of Genome Wide Association Studies Identifies Genetic Markers of Late Toxicity Following Radiotherapy for Prostate Cancer.

Author

Kerns SL, Dorling L, Fachal L, Bentzen S, Pharoah PD, Barnes DR, Gómez-Caamaño A, Carballo AM, Dearnaley DP, Peleteiro P, Gulliford SL, Hall E, Michailidou K, Carracedo Á, Sia M, Stock R, Stone NN, Sydes MR, Tyrer JP, Ahmed S, Parliament M, Ostrer H, Rosenstein BS, Vega A, Burnet NG, Dunning AM, Barnett GC, and West CM

Subjects
Aged, Alleles, Cohort Studies, Combined Modality Therapy, Genotype, Humans, Male, Middle Aged, Neoplasm Staging, Odds Ratio, Polymorphism, Single Nucleotide, Prostatic Neoplasms pathology, Prostatic Neoplasms radiotherapy, Quality of Life, Treatment Outcome, Genetic Markers, Genome-Wide Association Study, Prostatic Neoplasms genetics, Radiation Tolerance genetics, Radiotherapy adverse effects
Abstract

Nearly 50% of cancer patients undergo radiotherapy. Late radiotherapy toxicity affects quality-of-life in long-term cancer survivors and risk of side-effects in a minority limits doses prescribed to the majority of patients. Development of a test predicting risk of toxicity could benefit many cancer patients. We aimed to meta-analyze individual level data from four genome-wide association studies from prostate cancer radiotherapy cohorts including 1564 men to identify genetic markers of toxicity. Prospectively assessed two-year toxicity endpoints (urinary frequency, decreased urine stream, rectal bleeding, overall toxicity) and single nucleotide polymorphism (SNP) associations were tested using multivariable regression, adjusting for clinical and patient-related risk factors. A fixed-effects meta-analysis identified two SNPs: rs17599026 on 5q31.2 with urinary frequency (odds ratio [OR] 3.12, 95% confidence interval [CI] 2.08-4.69, p-value 4.16×10(-8)) and rs7720298 on 5p15.2 with decreased urine stream (OR 2.71, 95% CI 1.90-3.86, p-value=3.21×10(-8)). These SNPs lie within genes that are expressed in tissues adversely affected by pelvic radiotherapy including bladder, kidney, rectum and small intestine. The results show that heterogeneous radiotherapy cohorts can be combined to identify new moderate-penetrance genetic variants associated with radiotherapy toxicity. The work provides a basis for larger collaborative efforts to identify enough variants for a future test involving polygenic risk profiling., (Copyright © 2016 The Ohio State University Wexner Medical Center. Published by Elsevier B.V. All rights reserved.)

Published
2016
Full Text
View/download PDF

8. Five endometrial cancer risk loci identified through genome-wide association analysis.

Author

Cheng TH, Thompson DJ, O'Mara TA, Painter JN, Glubb DM, Flach S, Lewis A, French JD, Freeman-Mills L, Church D, Gorman M, Martin L, Hodgson S, Webb PM, Attia J, Holliday EG, McEvoy M, Scott RJ, Henders AK, Martin NG, Montgomery GW, Nyholt DR, Ahmed S, Healey CS, Shah M, Dennis J, Fasching PA, Beckmann MW, Hein A, Ekici AB, Hall P, Czene K, Darabi H, Li J, Dörk T, Dürst M, Hillemanns P, Runnebaum I, Amant F, Schrauwen S, Zhao H, Lambrechts D, Depreeuw J, Dowdy SC, Goode EL, Fridley BL, Winham SJ, Njølstad TS, Salvesen HB, Trovik J, Werner HM, Ashton K, Otton G, Proietto T, Liu T, Mints M, Tham E, Consortium C, Jun Li M, Yip SH, Wang J, Bolla MK, Michailidou K, Wang Q, Tyrer JP, Dunlop M, Houlston R, Palles C, Hopper JL, Peto J, Swerdlow AJ, Burwinkel B, Brenner H, Meindl A, Brauch H, Lindblom A, Chang-Claude J, Couch FJ, Giles GG, Kristensen VN, Cox A, Cunningham JM, Pharoah PDP, Dunning AM, Edwards SL, Easton DF, Tomlinson I, and Spurdle AB

Subjects
Chromosomes, Human, Pair 8, Female, Humans, Polymorphism, Single Nucleotide, Promoter Regions, Genetic, Endometrial Neoplasms genetics, Genetic Predisposition to Disease, Genome-Wide Association Study
Abstract

We conducted a meta-analysis of three endometrial cancer genome-wide association studies (GWAS) and two follow-up phases totaling 7,737 endometrial cancer cases and 37,144 controls of European ancestry. Genome-wide imputation and meta-analysis identified five new risk loci of genome-wide significance at likely regulatory regions on chromosomes 13q22.1 (rs11841589, near KLF5), 6q22.31 (rs13328298, in LOC643623 and near HEY2 and NCOA7), 8q24.21 (rs4733613, telomeric to MYC), 15q15.1 (rs937213, in EIF2AK4, near BMF) and 14q32.33 (rs2498796, in AKT1, near SIVA1). We also found a second independent 8q24.21 signal (rs17232730). Functional studies of the 13q22.1 locus showed that rs9600103 (pairwise r(2) = 0.98 with rs11841589) is located in a region of active chromatin that interacts with the KLF5 promoter region. The rs9600103[T] allele that is protective in endometrial cancer suppressed gene expression in vitro, suggesting that regulation of the expression of KLF5, a gene linked to uterine development, is implicated in tumorigenesis. These findings provide enhanced insight into the genetic and biological basis of endometrial cancer., Competing Interests: The authors declare no competing financial interests.

Published
2016
Full Text
View/download PDF

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

Author

Johnatty SE, Tyrer JP, Kar S, Beesley J, Lu Y, Gao B, Fasching PA, Hein A, Ekici AB, Beckmann MW, Lambrechts D, Van Nieuwenhuysen E, Vergote I, Lambrechts S, Rossing MA, Doherty JA, Chang-Claude J, Modugno F, Ness RB, Moysich KB, Levine DA, Kiemeney LA, Massuger LF, Gronwald J, Lubiński J, Jakubowska A, Cybulski C, Brinton L, Lissowska J, Wentzensen N, Song H, Rhenius V, Campbell I, Eccles D, Sieh W, Whittemore AS, McGuire V, Rothstein JH, Sutphen R, Anton-Culver H, Ziogas A, Gayther SA, Gentry-Maharaj A, Menon U, Ramus SJ, Pearce CL, Pike MC, Stram DO, Wu AH, Kupryjanczyk J, Dansonka-Mieszkowska A, Rzepecka IK, Spiewankiewicz B, Goodman MT, Wilkens LR, Carney ME, Thompson PJ, Heitz F, du Bois A, Schwaab I, Harter P, Pisterer J, Hillemanns P, Karlan BY, Walsh C, Lester J, Orsulic S, Winham SJ, Earp M, Larson MC, Fogarty ZC, Høgdall E, Jensen A, Kjaer SK, Fridley BL, Cunningham JM, Vierkant RA, Schildkraut JM, Iversen ES, Terry KL, Cramer DW, Bandera EV, Orlow I, Pejovic T, Bean Y, Høgdall C, Lundvall L, McNeish I, Paul J, Carty K, Siddiqui N, Glasspool R, Sellers T, Kennedy C, Chiew YE, Berchuck A, MacGregor S, Pharoah PD, Goode EL, deFazio A, Webb PM, and Chenevix-Trench G

Subjects
Alleles, Carcinoma, Ovarian Epithelial, Computational Biology methods, Female, Genotype, Humans, Kaplan-Meier Estimate, Meta-Analysis as Topic, Neoplasms, Glandular and Epithelial genetics, Neoplasms, Glandular and Epithelial mortality, Neoplasms, Glandular and Epithelial pathology, Ovarian Neoplasms pathology, Ovarian Neoplasms therapy, Patient Outcome Assessment, Polymorphism, Single Nucleotide, Prognosis, Genome-Wide Association Study, Ovarian Neoplasms genetics, Ovarian Neoplasms mortality, Quantitative Trait Loci
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., (©2015 American Association for Cancer Research.)

Published
2015
Full Text
View/download PDF

10. Meta-analysis of genome-wide association studies identifies common susceptibility polymorphisms for colorectal and endometrial cancer near SH2B3 and TSHZ1.

Author

Cheng TH, Thompson D, Painter J, O'Mara T, Gorman M, Martin L, Palles C, Jones A, Buchanan DD, Win AK, Hopper J, Jenkins M, Lindor NM, Newcomb PA, Gallinger S, Conti D, Schumacher F, Casey G, Giles GG, Pharoah P, Peto J, Cox A, Swerdlow A, Couch F, Cunningham JM, Goode EL, Winham SJ, Lambrechts D, Fasching P, Burwinkel B, Brenner H, Brauch H, Chang-Claude J, Salvesen HB, Kristensen V, Darabi H, Li J, Liu T, Lindblom A, Hall P, de Polanco ME, Sans M, Carracedo A, Castellvi-Bel S, Rojas-Martinez A, Aguiar Jnr S, Teixeira MR, Dunning AM, Dennis J, Otton G, Proietto T, Holliday E, Attia J, Ashton K, Scott RJ, McEvoy M, Dowdy SC, Fridley BL, Werner HM, Trovik J, Njolstad TS, Tham E, Mints M, Runnebaum I, Hillemanns P, Dörk T, Amant F, Schrauwen S, Hein A, Beckmann MW, Ekici A, Czene K, Meindl A, Bolla MK, Michailidou K, Tyrer JP, Wang Q, Ahmed S, Healey CS, Shah M, Annibali D, Depreeuw J, Al-Tassan NA, Harris R, Meyer BF, Whiffin N, Hosking FJ, Kinnersley B, Farrington SM, Timofeeva M, Tenesa A, Campbell H, Haile RW, Hodgson S, Carvajal-Carmona L, Cheadle JP, Easton D, Dunlop M, Houlston R, Spurdle A, and Tomlinson I

Subjects
Adaptor Proteins, Signal Transducing, Alleles, Female, Humans, Intracellular Signaling Peptides and Proteins, Male, Repressor Proteins, Colorectal Neoplasms genetics, Endometrial Neoplasms genetics, Genetic Predisposition to Disease, Genome-Wide Association Study, Homeodomain Proteins genetics, Neoplasm Proteins genetics, Polymorphism, Genetic, Proteins genetics
Abstract

High-risk mutations in several genes predispose to both colorectal cancer (CRC) and endometrial cancer (EC). We therefore hypothesised that some lower-risk genetic variants might also predispose to both CRC and EC. Using CRC and EC genome-wide association series, totalling 13,265 cancer cases and 40,245 controls, we found that the protective allele [G] at one previously-identified CRC polymorphism, rs2736100 near TERT, was associated with EC risk (odds ratio (OR) = 1.08, P = 0.000167); this polymorphism influences the risk of several other cancers. A further CRC polymorphism near TERC also showed evidence of association with EC (OR = 0.92; P = 0.03). Overall, however, there was no good evidence that the set of CRC polymorphisms was associated with EC risk, and neither of two previously-reported EC polymorphisms was associated with CRC risk. A combined analysis revealed one genome-wide significant polymorphism, rs3184504, on chromosome 12q24 (OR = 1.10, P = 7.23 × 10(-9)) with shared effects on CRC and EC risk. This polymorphism, a missense variant in the gene SH2B3, is also associated with haematological and autoimmune disorders, suggesting that it influences cancer risk through the immune response. Another polymorphism, rs12970291 near gene TSHZ1, was associated with both CRC and EC (OR = 1.26, P = 4.82 × 10(-8)), with the alleles showing opposite effects on the risks of the two cancers.

Published
2015
Full Text
View/download PDF

11. The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study.

Author

Winkler TW, Justice AE, Graff M, Barata L, Feitosa MF, Chu S, Czajkowski J, Esko T, Fall T, Kilpeläinen TO, Lu Y, Mägi R, Mihailov E, Pers TH, Rüeger S, Teumer A, Ehret GB, Ferreira T, Heard-Costa NL, Karjalainen J, Lagou V, Mahajan A, Neinast MD, Prokopenko I, Simino J, Teslovich TM, Jansen R, Westra HJ, White CC, Absher D, Ahluwalia TS, Ahmad S, Albrecht E, Alves AC, Bragg-Gresham JL, de Craen AJ, Bis JC, Bonnefond A, Boucher G, Cadby G, Cheng YC, Chiang CW, Delgado G, Demirkan A, Dueker N, Eklund N, Eiriksdottir G, Eriksson J, Feenstra B, Fischer K, Frau F, Galesloot TE, Geller F, Goel A, Gorski M, Grammer TB, Gustafsson S, Haitjema S, Hottenga JJ, Huffman JE, Jackson AU, Jacobs KB, Johansson Å, Kaakinen M, Kleber ME, Lahti J, Mateo Leach I, Lehne B, Liu Y, Lo KS, Lorentzon M, Luan J, Madden PA, Mangino M, McKnight B, Medina-Gomez C, Monda KL, Montasser ME, Müller G, Müller-Nurasyid M, Nolte IM, Panoutsopoulou K, Pascoe L, Paternoster L, Rayner NW, Renström F, Rizzi F, Rose LM, Ryan KA, Salo P, Sanna S, Scharnagl H, Shi J, Smith AV, Southam L, Stančáková A, Steinthorsdottir V, Strawbridge RJ, Sung YJ, Tachmazidou I, Tanaka T, Thorleifsson G, Trompet S, Pervjakova N, Tyrer JP, Vandenput L, van der Laan SW, van der Velde N, van Setten J, van Vliet-Ostaptchouk JV, Verweij N, Vlachopoulou E, Waite LL, Wang SR, Wang Z, Wild SH, Willenborg C, Wilson JF, Wong A, Yang J, Yengo L, Yerges-Armstrong LM, Yu L, Zhang W, Zhao JH, Andersson EA, Bakker SJ, Baldassarre D, Banasik K, Barcella M, Barlassina C, Bellis C, Benaglio P, Blangero J, Blüher M, Bonnet F, Bonnycastle LL, Boyd HA, Bruinenberg M, Buchman AS, Campbell H, Chen YD, Chines PS, Claudi-Boehm S, Cole J, Collins FS, de Geus EJ, de Groot LC, Dimitriou M, Duan J, Enroth S, Eury E, Farmaki AE, Forouhi NG, Friedrich N, Gejman PV, Gigante B, Glorioso N, Go AS, Gottesman O, Gräßler J, Grallert H, Grarup N, Gu YM, Broer L, Ham AC, Hansen T, Harris TB, Hartman CA, Hassinen M, Hastie N, Hattersley AT, Heath AC, Henders AK, Hernandez D, Hillege H, Holmen O, Hovingh KG, Hui J, Husemoen LL, Hutri-Kähönen N, Hysi PG, Illig T, De Jager PL, Jalilzadeh S, Jørgensen T, Jukema JW, Juonala M, Kanoni S, Karaleftheri M, Khaw KT, Kinnunen L, Kittner SJ, Koenig W, Kolcic I, Kovacs P, Krarup NT, Kratzer W, Krüger J, Kuh D, Kumari M, Kyriakou T, Langenberg C, Lannfelt L, Lanzani C, Lotay V, Launer LJ, Leander K, Lindström J, Linneberg A, Liu YP, Lobbens S, Luben R, Lyssenko V, Männistö S, Magnusson PK, McArdle WL, Menni C, Merger S, Milani L, Montgomery GW, Morris AP, Narisu N, Nelis M, Ong KK, Palotie A, Pérusse L, Pichler I, Pilia MG, Pouta A, Rheinberger M, Ribel-Madsen R, Richards M, Rice KM, Rice TK, Rivolta C, Salomaa V, Sanders AR, Sarzynski MA, Scholtens S, Scott RA, Scott WR, Sebert S, Sengupta S, Sennblad B, Seufferlein T, Silveira A, Slagboom PE, Smit JH, Sparsø TH, Stirrups K, Stolk RP, Stringham HM, Swertz MA, Swift AJ, Syvänen AC, Tan ST, Thorand B, Tönjes A, Tremblay A, Tsafantakis E, van der Most PJ, Völker U, Vohl MC, Vonk JM, Waldenberger M, Walker RW, Wennauer R, Widén E, Willemsen G, Wilsgaard T, Wright AF, Zillikens MC, van Dijk SC, van Schoor NM, Asselbergs FW, de Bakker PI, Beckmann JS, Beilby J, Bennett DA, Bergman RN, Bergmann S, Böger CA, Boehm BO, Boerwinkle E, Boomsma DI, Bornstein SR, Bottinger EP, Bouchard C, Chambers JC, Chanock SJ, Chasman DI, Cucca F, Cusi D, Dedoussis G, Erdmann J, Eriksson JG, Evans DA, de Faire U, Farrall M, Ferrucci L, Ford I, Franke L, Franks PW, Froguel P, Gansevoort RT, Gieger C, Grönberg H, Gudnason V, Gyllensten U, Hall P, Hamsten A, van der Harst P, Hayward C, Heliövaara M, Hengstenberg C, Hicks AA, Hingorani A, Hofman A, Hu F, Huikuri HV, Hveem K, James AL, Jordan JM, Jula A, Kähönen M, Kajantie E, Kathiresan S, Kiemeney LA, Kivimaki M, Knekt PB, Koistinen HA, Kooner JS, Koskinen S, Kuusisto J, Maerz W, Martin NG, Laakso M, Lakka TA, Lehtimäki T, Lettre G, Levinson DF, Lind L, Lokki ML, Mäntyselkä P, Melbye M, Metspalu A, Mitchell BD, Moll FL, Murray JC, Musk AW, Nieminen MS, Njølstad I, Ohlsson C, Oldehinkel AJ, Oostra BA, Palmer LJ, Pankow JS, Pasterkamp G, Pedersen NL, Pedersen O, Penninx BW, Perola M, Peters A, Polašek O, Pramstaller PP, Psaty BM, Qi L, Quertermous T, Raitakari OT, Rankinen T, Rauramaa R, Ridker PM, Rioux JD, Rivadeneira F, Rotter JI, Rudan I, den Ruijter HM, Saltevo J, Sattar N, Schunkert H, Schwarz PE, Shuldiner AR, Sinisalo J, Snieder H, Sørensen TI, Spector TD, Staessen JA, Stefania B, Thorsteinsdottir U, Stumvoll M, Tardif JC, Tremoli E, Tuomilehto J, Uitterlinden AG, Uusitupa M, Verbeek AL, Vermeulen SH, Viikari JS, Vitart V, Völzke H, Vollenweider P, Waeber G, Walker M, Wallaschofski H, Wareham NJ, Watkins H, Zeggini E, Chakravarti A, Clegg DJ, Cupples LA, Gordon-Larsen P, Jaquish CE, Rao DC, Abecasis GR, Assimes TL, Barroso I, Berndt SI, Boehnke M, Deloukas P, Fox CS, Groop LC, Hunter DJ, Ingelsson E, Kaplan RC, McCarthy MI, Mohlke KL, O'Connell JR, Schlessinger D, Strachan DP, Stefansson K, van Duijn CM, Hirschhorn JN, Lindgren CM, Heid IM, North KE, Borecki IB, Kutalik Z, and Loos RJ

Subjects
Adult, Age Factors, Aged, Chromosome Mapping, Female, Humans, Male, Middle Aged, Polymorphism, Single Nucleotide, Sex Characteristics, Waist-Hip Ratio, White People, Body Mass Index, Body Size genetics, Genetic Predisposition to Disease, Genome-Wide Association Study
Abstract

Genome-wide association studies (GWAS) have identified more than 100 genetic variants contributing to BMI, a measure of body size, or waist-to-hip ratio (adjusted for BMI, WHRadjBMI), a measure of body shape. Body size and shape change as people grow older and these changes differ substantially between men and women. To systematically screen for age- and/or sex-specific effects of genetic variants on BMI and WHRadjBMI, we performed meta-analyses of 114 studies (up to 320,485 individuals of European descent) with genome-wide chip and/or Metabochip data by the Genetic Investigation of Anthropometric Traits (GIANT) Consortium. Each study tested the association of up to ~2.8M SNPs with BMI and WHRadjBMI in four strata (men ≤50y, men >50y, women ≤50y, women >50y) and summary statistics were combined in stratum-specific meta-analyses. We then screened for variants that showed age-specific effects (G x AGE), sex-specific effects (G x SEX) or age-specific effects that differed between men and women (G x AGE x SEX). For BMI, we identified 15 loci (11 previously established for main effects, four novel) that showed significant (FDR<5%) age-specific effects, of which 11 had larger effects in younger (<50y) than in older adults (≥50y). No sex-dependent effects were identified for BMI. For WHRadjBMI, we identified 44 loci (27 previously established for main effects, 17 novel) with sex-specific effects, of which 28 showed larger effects in women than in men, five showed larger effects in men than in women, and 11 showed opposite effects between sexes. No age-dependent effects were identified for WHRadjBMI. This is the first genome-wide interaction meta-analysis to report convincing evidence of age-dependent genetic effects on BMI. In addition, we confirm the sex-specificity of genetic effects on WHRadjBMI. These results may provide further insights into the biology that underlies weight change with age or the sexually dimorphism of body shape.

Published
2015
Full Text
View/download PDF

12. Network-Based Integration of GWAS and Gene Expression Identifies a HOX-Centric Network Associated with Serous Ovarian Cancer Risk.

Author

Kar SP, Tyrer JP, Li Q, Lawrenson K, Aben KK, Anton-Culver H, Antonenkova N, Chenevix-Trench G, Baker H, Bandera EV, Bean YT, Beckmann MW, Berchuck A, Bisogna M, Bjørge L, Bogdanova N, Brinton L, Brooks-Wilson A, Butzow R, Campbell I, Carty K, Chang-Claude J, Chen YA, Chen Z, Cook LS, Cramer D, Cunningham JM, Cybulski C, Dansonka-Mieszkowska A, Dennis J, Dicks E, Doherty JA, Dörk T, du Bois A, Dürst M, Eccles D, Easton DF, Edwards RP, Ekici AB, Fasching PA, Fridley BL, Gao YT, Gentry-Maharaj A, Giles GG, Glasspool R, Goode EL, Goodman MT, Grownwald J, Harrington P, Harter P, Hein A, Heitz F, Hildebrandt MA, Hillemanns P, Hogdall E, Hogdall CK, Hosono S, Iversen ES, Jakubowska A, Paul J, Jensen A, Ji BT, Karlan BY, Kjaer SK, Kelemen LE, Kellar M, Kelley J, Kiemeney LA, Krakstad C, Kupryjanczyk J, Lambrechts D, Lambrechts S, Le ND, Lee AW, Lele S, Leminen A, Lester J, Levine DA, Liang D, Lissowska J, Lu K, Lubinski J, Lundvall L, Massuger L, Matsuo K, McGuire V, McLaughlin JR, McNeish IA, Menon U, Modugno F, Moysich KB, Narod SA, Nedergaard L, Ness RB, Nevanlinna H, Odunsi K, Olson SH, Orlow I, Orsulic S, Weber RP, Pearce CL, Pejovic T, Pelttari LM, Permuth-Wey J, Phelan CM, Pike MC, Poole EM, Ramus SJ, Risch HA, Rosen B, Rossing MA, Rothstein JH, Rudolph A, Runnebaum IB, Rzepecka IK, Salvesen HB, Schildkraut JM, Schwaab I, Shu XO, Shvetsov YB, Siddiqui N, Sieh W, Song H, Southey MC, Sucheston-Campbell LE, Tangen IL, Teo SH, Terry KL, Thompson PJ, Timorek A, Tsai YY, Tworoger SS, van Altena AM, Van Nieuwenhuysen E, Vergote I, Vierkant RA, Wang-Gohrke S, Walsh C, Wentzensen N, Whittemore AS, Wicklund KG, Wilkens LR, Woo YL, Wu X, Wu A, Yang H, Zheng W, Ziogas A, Sellers TA, Monteiro AN, Freedman ML, Gayther SA, and Pharoah PD

Subjects
Cystadenocarcinoma, Serous epidemiology, Female, Genotype, Global Health, Humans, Morbidity trends, Nuclear Proteins, Ovarian Neoplasms epidemiology, Risk Factors, Transcription Factors biosynthesis, Transcription Factors genetics, Cystadenocarcinoma, Serous genetics, DNA, Neoplasm genetics, Gene Expression Regulation, Neoplastic, Genetic Predisposition to Disease, Genome-Wide Association Study, Ovarian Neoplasms genetics
Abstract

Background: Genome-wide association studies (GWAS) have so far reported 12 loci associated with serous epithelial ovarian cancer (EOC) risk. We hypothesized that some of these loci function through nearby transcription factor (TF) genes and that putative target genes of these TFs as identified by coexpression may also be enriched for additional EOC risk associations., Methods: We selected TF genes within 1 Mb of the top signal at the 12 genome-wide significant risk loci. Mutual information, a form of correlation, was used to build networks of genes strongly coexpressed with each selected TF gene in the unified microarray dataset of 489 serous EOC tumors from The Cancer Genome Atlas. Genes represented in this dataset were subsequently ranked using a gene-level test based on results for germline SNPs from a serous EOC GWAS meta-analysis (2,196 cases/4,396 controls)., Results: Gene set enrichment analysis identified six networks centered on TF genes (HOXB2, HOXB5, HOXB6, HOXB7 at 17q21.32 and HOXD1, HOXD3 at 2q31) that were significantly enriched for genes from the risk-associated end of the ranked list (P < 0.05 and FDR < 0.05). These results were replicated (P < 0.05) using an independent association study (7,035 cases/21,693 controls). Genes underlying enrichment in the six networks were pooled into a combined network., Conclusion: We identified a HOX-centric network associated with serous EOC risk containing several genes with known or emerging roles in serous EOC development., Impact: Network analysis integrating large, context-specific datasets has the potential to offer mechanistic insights into cancer susceptibility and prioritize genes for experimental characterization., (©2015 American Association for Cancer Research.)

Published
2015
Full Text
View/download PDF

13. Genetic studies of body mass index yield new insights for obesity biology.

Author

Locke AE, Kahali B, Berndt SI, Justice AE, Pers TH, Day FR, Powell C, Vedantam S, Buchkovich ML, Yang J, Croteau-Chonka DC, Esko T, Fall T, Ferreira T, Gustafsson S, Kutalik Z, Luan J, Mägi R, Randall JC, Winkler TW, Wood AR, Workalemahu T, Faul JD, Smith JA, Zhao JH, Zhao W, Chen J, Fehrmann R, Hedman ÅK, Karjalainen J, Schmidt EM, Absher D, Amin N, Anderson D, Beekman M, Bolton JL, Bragg-Gresham JL, Buyske S, Demirkan A, Deng G, Ehret GB, Feenstra B, Feitosa MF, Fischer K, Goel A, Gong J, Jackson AU, Kanoni S, Kleber ME, Kristiansson K, Lim U, Lotay V, Mangino M, Leach IM, Medina-Gomez C, Medland SE, Nalls MA, Palmer CD, Pasko D, Pechlivanis S, Peters MJ, Prokopenko I, Shungin D, Stančáková A, Strawbridge RJ, Sung YJ, Tanaka T, Teumer A, Trompet S, van der Laan SW, van Setten J, Van Vliet-Ostaptchouk JV, Wang Z, Yengo L, Zhang W, Isaacs A, Albrecht E, Ärnlöv J, Arscott GM, Attwood AP, Bandinelli S, Barrett A, Bas IN, Bellis C, Bennett AJ, Berne C, Blagieva R, Blüher M, Böhringer S, Bonnycastle LL, Böttcher Y, Boyd HA, Bruinenberg M, Caspersen IH, Chen YI, Clarke R, Daw EW, de Craen AJM, Delgado G, Dimitriou M, Doney ASF, Eklund N, Estrada K, Eury E, Folkersen L, Fraser RM, Garcia ME, Geller F, Giedraitis V, Gigante B, Go AS, Golay A, Goodall AH, Gordon SD, Gorski M, Grabe HJ, Grallert H, Grammer TB, Gräßler J, Grönberg H, Groves CJ, Gusto G, Haessler J, Hall P, Haller T, Hallmans G, Hartman CA, Hassinen M, Hayward C, Heard-Costa NL, Helmer Q, Hengstenberg C, Holmen O, Hottenga JJ, James AL, Jeff JM, Johansson Å, Jolley J, Juliusdottir T, Kinnunen L, Koenig W, Koskenvuo M, Kratzer W, Laitinen J, Lamina C, Leander K, Lee NR, Lichtner P, Lind L, Lindström J, Lo KS, Lobbens S, Lorbeer R, Lu Y, Mach F, Magnusson PKE, Mahajan A, McArdle WL, McLachlan S, Menni C, Merger S, Mihailov E, Milani L, Moayyeri A, Monda KL, Morken MA, Mulas A, Müller G, Müller-Nurasyid M, Musk AW, Nagaraja R, Nöthen MM, Nolte IM, Pilz S, Rayner NW, Renstrom F, Rettig R, Ried JS, Ripke S, Robertson NR, Rose LM, Sanna S, Scharnagl H, Scholtens S, Schumacher FR, Scott WR, Seufferlein T, Shi J, Smith AV, Smolonska J, Stanton AV, Steinthorsdottir V, Stirrups K, Stringham HM, Sundström J, Swertz MA, Swift AJ, Syvänen AC, Tan ST, Tayo BO, Thorand B, Thorleifsson G, Tyrer JP, Uh HW, Vandenput L, Verhulst FC, Vermeulen SH, Verweij N, Vonk JM, Waite LL, Warren HR, Waterworth D, Weedon MN, Wilkens LR, Willenborg C, Wilsgaard T, Wojczynski MK, Wong A, Wright AF, Zhang Q, Brennan EP, Choi M, Dastani Z, Drong AW, Eriksson P, Franco-Cereceda A, Gådin JR, Gharavi AG, Goddard ME, Handsaker RE, Huang J, Karpe F, Kathiresan S, Keildson S, Kiryluk K, Kubo M, Lee JY, Liang L, Lifton RP, Ma B, McCarroll SA, McKnight AJ, Min JL, Moffatt MF, Montgomery GW, Murabito JM, Nicholson G, Nyholt DR, Okada Y, Perry JRB, Dorajoo R, Reinmaa E, Salem RM, Sandholm N, Scott RA, Stolk L, Takahashi A, Tanaka T, van 't Hooft FM, Vinkhuyzen AAE, Westra HJ, Zheng W, Zondervan KT, Heath AC, Arveiler D, Bakker SJL, Beilby J, Bergman RN, Blangero J, Bovet P, Campbell H, Caulfield MJ, Cesana G, Chakravarti A, Chasman DI, Chines PS, Collins FS, Crawford DC, Cupples LA, Cusi D, Danesh J, de Faire U, den Ruijter HM, Dominiczak AF, Erbel R, Erdmann J, Eriksson JG, Farrall M, Felix SB, Ferrannini E, Ferrières J, Ford I, Forouhi NG, Forrester T, Franco OH, Gansevoort RT, Gejman PV, Gieger C, Gottesman O, Gudnason V, Gyllensten U, Hall AS, Harris TB, Hattersley AT, Hicks AA, Hindorff LA, Hingorani AD, Hofman A, Homuth G, Hovingh GK, Humphries SE, Hunt SC, Hyppönen E, Illig T, Jacobs KB, Jarvelin MR, Jöckel KH, Johansen B, Jousilahti P, Jukema JW, Jula AM, Kaprio J, Kastelein JJP, Keinanen-Kiukaanniemi SM, Kiemeney LA, Knekt P, Kooner JS, Kooperberg C, Kovacs P, Kraja AT, Kumari M, Kuusisto J, Lakka TA, Langenberg C, Marchand LL, Lehtimäki T, Lyssenko V, Männistö S, Marette A, Matise TC, McKenzie CA, McKnight B, Moll FL, Morris AD, Morris AP, Murray JC, Nelis M, Ohlsson C, Oldehinkel AJ, Ong KK, Madden PAF, Pasterkamp G, Peden JF, Peters A, Postma DS, Pramstaller PP, Price JF, Qi L, Raitakari OT, Rankinen T, Rao DC, Rice TK, Ridker PM, Rioux JD, Ritchie MD, Rudan I, Salomaa V, Samani NJ, Saramies J, Sarzynski MA, Schunkert H, Schwarz PEH, Sever P, Shuldiner AR, Sinisalo J, Stolk RP, Strauch K, Tönjes A, Trégouët DA, Tremblay A, Tremoli E, Virtamo J, Vohl MC, Völker U, Waeber G, Willemsen G, Witteman JC, Zillikens MC, Adair LS, Amouyel P, Asselbergs FW, Assimes TL, Bochud M, Boehm BO, Boerwinkle E, Bornstein SR, Bottinger EP, Bouchard C, Cauchi S, Chambers JC, Chanock SJ, Cooper RS, de Bakker PIW, Dedoussis G, Ferrucci L, Franks PW, Froguel P, Groop LC, Haiman CA, Hamsten A, Hui J, Hunter DJ, Hveem K, Kaplan RC, Kivimaki M, Kuh D, Laakso M, Liu Y, Martin NG, März W, Melbye M, Metspalu A, Moebus S, Munroe PB, Njølstad I, Oostra BA, Palmer CNA, Pedersen NL, Perola M, Pérusse L, Peters U, Power C, Quertermous T, Rauramaa R, Rivadeneira F, Saaristo TE, Saleheen D, Sattar N, Schadt EE, Schlessinger D, Slagboom PE, Snieder H, Spector TD, Thorsteinsdottir U, Stumvoll M, Tuomilehto J, Uitterlinden AG, Uusitupa M, van der Harst P, Walker M, Wallaschofski H, Wareham NJ, Watkins H, Weir DR, Wichmann HE, Wilson JF, Zanen P, Borecki IB, Deloukas P, Fox CS, Heid IM, O'Connell JR, Strachan DP, Stefansson K, van Duijn CM, Abecasis GR, Franke L, Frayling TM, McCarthy MI, Visscher PM, Scherag A, Willer CJ, Boehnke M, Mohlke KL, Lindgren CM, Beckmann JS, Barroso I, North KE, Ingelsson E, Hirschhorn JN, Loos RJF, and Speliotes EK

Subjects
Adipogenesis genetics, Adiposity genetics, Age Factors, Energy Metabolism genetics, Europe ethnology, Female, Genetic Predisposition to Disease genetics, Glutamic Acid metabolism, Humans, Insulin metabolism, Insulin Secretion, Male, Polymorphism, Single Nucleotide genetics, Quantitative Trait Loci genetics, Racial Groups genetics, Synapses metabolism, Body Mass Index, Genome-Wide Association Study, Obesity genetics, Obesity metabolism
Abstract

Obesity is heritable and predisposes to many diseases. To understand the genetic basis of obesity better, here we conduct a genome-wide association study and Metabochip meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals. This analysis identifies 97 BMI-associated loci (P < 5 × 10(-8)), 56 of which are novel. Five loci demonstrate clear evidence of several independent association signals, and many loci have significant effects on other metabolic phenotypes. The 97 loci account for ∼2.7% of BMI variation, and genome-wide estimates suggest that common variation accounts for >20% of BMI variation. Pathway analyses provide strong support for a role of the central nervous system in obesity susceptibility and implicate new genes and pathways, including those related to synaptic function, glutamate signalling, insulin secretion/action, energy metabolism, lipid biology and adipogenesis.

Published
2015
Full Text
View/download PDF

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

Author

Earp MA, Kelemen LE, Magliocco AM, Swenerton KD, Chenevix-Trench G, Lu Y, Hein A, Ekici AB, Beckmann MW, Fasching PA, Lambrechts D, Despierre E, Vergote I, Lambrechts S, Doherty JA, Rossing MA, Chang-Claude J, Rudolph A, Friel G, Moysich KB, Odunsi K, Sucheston-Campbell L, Lurie G, Goodman MT, Carney ME, Thompson PJ, Runnebaum IB, Dürst M, Hillemanns P, Dörk T, Antonenkova N, Bogdanova N, Leminen A, Nevanlinna H, Pelttari LM, Butzow R, Bunker CH, Modugno F, Edwards RP, Ness RB, du Bois A, Heitz F, Schwaab I, Harter P, Karlan BY, Walsh C, Lester J, Jensen A, Kjær SK, Høgdall CK, Høgdall E, Lundvall L, Sellers TA, Fridley BL, Goode EL, Cunningham JM, Vierkant RA, Giles GG, Baglietto L, Severi G, Southey MC, Liang D, Wu X, Lu K, Hildebrandt MA, Levine DA, Bisogna M, Schildkraut JM, Iversen ES, Weber RP, Berchuck A, Cramer DW, Terry KL, Poole EM, Tworoger SS, Bandera EV, Chandran U, Orlow I, Olson SH, Wik E, Salvesen HB, Bjorge L, Halle MK, van Altena AM, Aben KK, Kiemeney LA, Massuger LF, Pejovic T, Bean YT, Cybulski C, Gronwald J, Lubinski J, Wentzensen N, Brinton LA, Lissowska J, Garcia-Closas M, Dicks E, Dennis J, Easton DF, Song H, Tyrer JP, Pharoah PD, Eccles D, Campbell IG, Whittemore AS, McGuire V, Sieh W, Rothstein JH, Flanagan JM, Paul J, Brown R, Phelan CM, Risch HA, McLaughlin JR, Narod SA, Ziogas A, Anton-Culver H, Gentry-Maharaj A, Menon U, Gayther SA, Ramus SJ, Wu AH, Pearce CL, Pike MC, Dansonka-Mieszkowska A, Rzepecka IK, Szafron LM, Kupryjanczyk J, Cook LS, Le ND, and Brooks-Wilson A

Subjects
Carcinoma, Ovarian Epithelial, Female, Humans, Polymorphism, Single Nucleotide, Quality Control, Alleles, DNA genetics, Genetic Predisposition to Disease, Genome-Wide Association Study, Neoplasms, Glandular and Epithelial genetics, Ovarian Neoplasms genetics
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 < 0.05, and had an OR that agreed in direction of effect with the GWAS results. Several of these variants are in or near genes with a biological rationale for conferring EOC risk, including ZFP36L1 and RAD51B for mucinous EOC (rs17106154, OR = 1.17, P = 0.029, n = 1,483 cases), GRB10 for endometrioid and clear cell EOC (rs2190503, P = 0.014, n = 2,903 cases), and C22orf26/BPIL2 for LMP serous EOC (rs9609538, OR = 0.86, P = 0.0043, n = 892 cases). In analyses that included the 75 GWAS samples, the association between rs9609538 (OR = 0.84, P = 0.0007) and LMP serous EOC risk remained statistically significant at P < 0.0012 adjusted for multiple testing. Replication in additional samples will be important to verify these results for the less-common EOC subtypes.

Published
2014
Full Text
View/download PDF

15. A genome-wide association scan (GWAS) for mean telomere length within the COGS project: identified loci show little association with hormone-related cancer risk.

Author

Pooley KA, Bojesen SE, Weischer M, Nielsen SF, Thompson D, Amin Al Olama A, Michailidou K, Tyrer JP, Benlloch S, Brown J, Audley T, Luben R, Khaw KT, Neal DE, Hamdy FC, Donovan JL, Kote-Jarai Z, Baynes C, Shah M, Bolla MK, Wang Q, Dennis J, Dicks E, Yang R, Rudolph A, Schildkraut J, Chang-Claude J, Burwinkel B, Chenevix-Trench G, Pharoah PD, Berchuck A, Eeles RA, Easton DF, Dunning AM, and Nordestgaard BG

Subjects
Case-Control Studies, Chromosome Mapping, Female, Genetic Predisposition to Disease, Humans, Male, Neoplasms metabolism, Polymorphism, Single Nucleotide, Risk, Telomere metabolism, Genetic Loci, Genome-Wide Association Study, Neoplasms genetics, Telomere genetics, Telomere Homeostasis genetics
Abstract

Mean telomere length (TL) in blood cells is heritable and has been reported to be associated with risks of several diseases, including cancer. We conducted a meta-analysis of three GWAS for TL (total n=2240) and selected 1629 variants for replication via the "iCOGS" custom genotyping array. All ∼200 000 iCOGS variants were analysed with TL, and those displaying associations in healthy controls (n = 15 065) were further tested in breast cancer cases (n = 11 024). We found a novel TL association (Ptrend < 4 × 10(-10)) at 3p14.4 close to PXK and evidence (Ptrend < 7 × 10(-7)) for TL loci at 6p22.1 (ZNF311) and 20q11.2 (BCL2L1). We additionally confirmed (Ptrend < 5 × 10(-14)) the previously reported loci at 3q26.2 (TERC), 5p15.3 (TERT) and 10q24.3 (OBFC1) and found supportive evidence (Ptrend < 5 × 10(-4)) for the published loci at 2p16.2 (ACYP2), 4q32.2 (NAF1) and 20q13.3 (RTEL1). SNPs tagging these loci explain TL differences of up to 731 bp (corresponding to 18% of total TL in healthy individuals), however, they display little direct evidence for association with breast, ovarian or prostate cancer risks.

Published
2013
Full Text
View/download PDF

16. Identification of a Locus Near ULK1 Associated With Progression-Free Survival in Ovarian Cancer

Author

Quinn, Michael CJ, McCue, Karen, Shi, Wei, Johnatty, Sharon E, Beesley, Jonathan, Civitarese, Andrew, O'Mara, Tracy A, Glubb, Dylan M, Tyrer, Jonathan P, Armasu, Sebastian M, Ong, Jue-Sheng, Gharahkhani, Puya, Lu, Yi, Gao, Bo, Patch, Ann-Marie, Fasching, Peter A, Beckmann, Matthias W, Lambrechts, Diether, Vergote, Ignace, Edwards, Digna R Velez, Beeghly-Fadiel, Alicia, Benitez, Javier, Garcia, Maria J, Goodman, Marc T, Dörk, Thilo, Dürst, Matthias, Modugno, Francesmary, Moysich, Kirsten, du Bois, Andreas, Pfisterer, Jacobus, Bauman, Klaus, Group, for the AGO Study, Karlan, Beth Y, Lester, Jenny, Cunningham, Julie M, Larson, Melissa C, McCauley, Bryan M, Kjaer, Susanne K, Jensen, Allan, Hogdall, Claus K, Hogdall, Estrid, Schildkraut, Joellen M, Riggan, Marjorie J, Berchuck, Andrew, Cramer, Daniel W, Terry, Kathryn L, Bjorge, Line, Webb, Penelope M, Group, for the OPAL Study, Friedlander, Michael, Pejovic, Tanja, Moffitt, Melissa, Glasspool, Rosalind, May, Taymaa, Ene, Gabrielle EV, Huntsman, David G, Woo, Michelle, Carney, Michael E, Hinsley, Samantha, Heitz, Florian, Fereday, Sian, Kennedy, Catherine J, Edwards, Stacey L, Winham, Stacey J, deFazio, Anna, Group, for Australian Ovarian Cancer Study, Pharoah, Paul DP, Goode, Ellen L, MacGregor, Stuart, and Chenevix-Trench, Georgia

Subjects
Biomedical and Clinical Sciences, Oncology and Carcinogenesis, Prevention, Human Genome, Cancer, Genetics, Ovarian Cancer, Rare Diseases, Aetiology, 2.1 Biological and endogenous factors, Autophagy-Related Protein-1 Homolog, Biomarkers, Tumor, Carcinoma, Ovarian Epithelial, Female, Gene Knockout Techniques, Genome-Wide Association Study, Humans, Intracellular Signaling Peptides and Proteins, Ovarian Neoplasms, Polymorphism, Single Nucleotide, Progression-Free Survival, AGO Study Group, OPAL Study Group, for Australian Ovarian Cancer Study Group, Medical and Health Sciences, Epidemiology, Biomedical and clinical sciences, Health sciences
Abstract

BackgroundMany loci have been found to be associated with risk of epithelial ovarian cancer (EOC). However, although there is considerable variation in progression-free survival (PFS), no loci have been found to be associated with outcome at genome-wide levels of significance.MethodsWe carried out a genome-wide association study (GWAS) of PFS in 2,352 women with EOC who had undergone cytoreductive surgery and standard carboplatin/paclitaxel chemotherapy.ResultsWe found seven SNPs at 12q24.33 associated with PFS (P < 5 × 10-8), the top SNP being rs10794418 (HR = 1.24; 95% CI, 1.15-1.34; P = 1.47 × 10-8). High expression of a nearby gene, ULK1, is associated with shorter PFS in EOC, and with poor prognosis in other cancers. SNP rs10794418 is also associated with expression of ULK1 in ovarian tumors, with the allele associated with shorter PFS being associated with higher expression, and chromatin interactions were detected between the ULK1 promoter and associated SNPs in serous and endometrioid EOC cell lines. ULK1 knockout ovarian cancer cell lines showed significantly increased sensitivity to carboplatin in vitro.ConclusionsThe locus at 12q24.33 represents one of the first genome-wide significant loci for survival for any cancer. ULK1 is a plausible candidate for the target of this association.ImpactThis finding provides insight into genetic markers associated with EOC outcome and potential treatment options.See related commentary by Peres and Monteiro, p. 1604.

Published
2021

17. Identification of novel epithelial ovarian cancer loci in women of African ancestry

Author

Manichaikul, Ani, Peres, Lauren C, Wang, Xin‐Qun, Barnard, Mollie E, Chyn, Deanna, Sheng, Xin, Du, Zhaohui, Tyrer, Jonathan, Dennis, Joseph, Schwartz, Ann G, Cote, Michele L, Peters, Edward, Moorman, Patricia G, Bondy, Melissa, Barnholtz‐Sloan, Jill S, Terry, Paul, Alberg, Anthony J, Bandera, Elisa V, Funkhouser, Ellen, Wu, Anna H, Pearce, Celeste Leigh, Pike, Malcom, Setiawan, Veronica Wendy, Haiman, Christopher A, Consortium, the African American Breast Cancer, Consortium, the African Ancestry Prostate Cancer, Palmer, Julie R, LeMarchand, Loic, Wilkens, Lynne R, Berchuck, Andrew, Doherty, Jennifer A, Modugno, Francesmary, Ness, Roberta, Moysich, Kirsten, Karlan, Beth Y, Whittemore, Alice S, McGuire, Valerie, Sieh, Weiva, Lawrenson, Kate, Gayther, Simon, Sellers, Thomas A, Pharoah, Paul, Schildkraut, Joellen M, and Consortium, the African American Cancer Epidemiology Study and the Ovarian Cancer Association

Subjects
Biomedical and Clinical Sciences, Oncology and Carcinogenesis, Biotechnology, Cancer, Prevention, Ovarian Cancer, Rare Diseases, Genetics, Clinical Research, 2.1 Biological and endogenous factors, Aetiology, Black or African American, Aldo-Keto Reductase Family 1 Member C3, Antigens, Neoplasm, Black People, Breast Neoplasms, Carcinoma, Ovarian Epithelial, Female, Follistatin, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Neoplasm Proteins, Polymorphism, Single Nucleotide, United States, White People, ovarian cancer, African ancestry, genome wide association study, gene expression, eQTLs, African American Breast Cancer Consortium, African Ancestry Prostate Cancer Consortium, African American Cancer Epidemiology Study (AACES) and the Ovarian Cancer Association Consortium, Oncology & Carcinogenesis, Oncology and carcinogenesis
Abstract

Women of African ancestry have lower incidence of epithelial ovarian cancer (EOC) yet worse survival compared to women of European ancestry. We conducted a genome-wide association study in African ancestry women with 755 EOC cases, including 537 high-grade serous ovarian carcinomas (HGSOC) and 1,235 controls. We identified four novel loci with suggestive evidence of association with EOC (p

Published
2020

18. Genome-wide association studies identify susceptibility loci for epithelial ovarian cancer in east Asian women

Author

Lawrenson, Kate, Song, Fengju, Hazelett, Dennis J, Kar, Siddhartha P, Tyrer, Jonathan, Phelan, Catherine M, Corona, Rosario I, Rodríguez-Malavé, Norma I, Seo, Ji-Hei, Adler, Emily, Coetzee, Simon G, Segato, Felipe, Fonseca, Marcos AS, Amos, Christopher I, Carney, Michael E, Chenevix-Trench, Georgia, Choi, Jiyeob, Doherty, Jennifer A, Jia, Weihua, Jin, Gang J, Kim, Byoung-Gie, Le, Nhu D, Lee, Juyeon, Li, Lian, Lim, Boon K, Adenan, Noor A, Mizuno, Mika, Park, Boyoung, Pearce, Celeste L, Shan, Kang, Shi, Yongyong, Shu, Xiao-Ou, Sieh, Weiva, Group, The Australian Ovarian Cancer Study, Thompson, Pamela J, Wilkens, Lynne R, Wei, Qingyi, Woo, Yin L, Yan, Li, Karlan, Beth Y, Freedman, Matthew L, Noushmehr, Houtan, Goode, Ellen L, Berchuck, Andrew, Sellers, Thomas A, Teo, Soo-Hwang, Zheng, Wei, Matsuo, Keitaro, Park, Sue, Chen, Kexin, Pharoah, Paul DP, Gayther, Simon A, and Goodman, Marc T

Subjects
Biomedical and Clinical Sciences, Oncology and Carcinogenesis, Biotechnology, Human Genome, Ovarian Cancer, Genetics, Prevention, Clinical Research, Rare Diseases, Cancer, 2.1 Biological and endogenous factors, Aetiology, Asian People, Base Sequence, Carcinoma, Ovarian Epithelial, Case-Control Studies, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Genome-wide association study, Asian ancestry, Epithelial ovarian cancer, Enhancer, eQTL, Gene regulation, Australian Ovarian Cancer Study Group, Paediatrics and Reproductive Medicine, Oncology & Carcinogenesis, Clinical sciences, Oncology and carcinogenesis, Reproductive medicine
Abstract

ObjectiveGenome-wide association studies (GWASs) for epithelial ovarian cancer (EOC) have focused largely on populations of European ancestry. We aimed to identify common germline variants associated with EOC risk in Asian women.MethodsGenotyping was performed as part of the OncoArray project. Samples with >60% Asian ancestry were included in the analysis. Genotyping was performed on 533,631 SNPs in 3238 Asian subjects diagnosed with invasive or borderline EOC and 4083 unaffected controls. After imputation, genotypes were available for 11,595,112 SNPs to identify associations.ResultsAt chromosome 6p25.2, SNP rs7748275 was associated with risk of serous EOC (odds ratio [OR] = 1.34, P = 8.7 × 10-9) and high-grade serous EOC (HGSOC) (OR = 1.34, P = 4.3 × 10-9). SNP rs6902488 at 6p25.2 (r2 = 0.97 with rs7748275) lies in an active enhancer and is predicted to impact binding of STAT3, P300 and ELF1. We identified additional risk loci with low Bayesian false discovery probability (BFDP) scores, indicating they are likely to be true risk associations (BFDP

Published
2019

19. 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
Rare Diseases, Human Genome, Clinical Research, Genetics, Patient Safety, Cancer, Prevention, Ovarian Cancer, Aetiology, 2.1 Biological and endogenous factors, Good Health and Well Being, Case-Control Studies, Contraceptives, Oral, Hormonal, Environment, Environmental Exposure, Female, Gene-Environment Interaction, Genetic Predisposition to Disease, Genome-Wide Association Study, Genotype, Humans, Ovarian Neoplasms, Polymorphism, Single Nucleotide, Risk, ovarian cancer, genetics, additive interaction, G x E, G × E, Oncology and Carcinogenesis, Oncology & Carcinogenesis
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.

Published
2019

20. Functional analysis and fine mapping of the 9p22.2 ovarian cancer susceptibility locus

Author

Buckley, Melissa A, Woods, Nicholas T, Tyrer, Jonathan P, Mendoza-Fandiño, Gustavo, Lawrenson, Kate, Hazelett, Dennis J, Najafabadi, Hamed S, Gjyshi, Anxhela, Carvalho, Renato S, Lyra, Paulo C, Coetzee, Simon G, Shen, Howard C, Yang, Ally W, Earp, Madalene A, Yoder, Sean J, Risch, Harvey, Chenevix-Trench, Georgia, Ramus, Susan J, Phelan, Catherine M, Coetzee, Gerhard A, Noushmehr, Houtan, Hughes, Timothy R, Sellers, Thomas A, Goode, Ellen L, Pharoah, Paul D, Gayther, Simon A, and Monteiro, Alvaro NA

Subjects
Biological Sciences, Biomedical and Clinical Sciences, Oncology and Carcinogenesis, Genetics, Prevention, Human Genome, Cancer, Rare Diseases, Biotechnology, Ovarian Cancer, 2.1 Biological and endogenous factors, Aetiology, Base Sequence, Carcinoma, Ovarian Epithelial, Cell Cycle Proteins, Cell Line, Tumor, Chromosome Mapping, Chromosomes, Human, Pair 9, Cystadenocarcinoma, Serous, DNA, Neoplasm, DNA-Binding Proteins, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, HEK293 Cells, Humans, Linkage Disequilibrium, Ovarian Neoplasms, Polymorphism, Single Nucleotide, Ovarian Cancer Association Consortium, Oncology & Carcinogenesis, Biochemistry and cell biology, Oncology and carcinogenesis
Abstract

Genome-wide association studies have identified 40 ovarian cancer risk loci. However, the mechanisms underlying these associations remain elusive. In this study, we conducted a two-pronged approach to identify candidate causal SNPs and assess underlying biological mechanisms at chromosome 9p22.2, the first and most statistically significant associated locus for ovarian cancer susceptibility. Three transcriptional regulatory elements with allele-specific effects and a scaffold/matrix attachment region were characterized and, through physical DNA interactions, BNC2 was established as the most likely target gene. We determined the consensus binding sequence for BNC2 in vitro, verified its enrichment in BNC2 ChIP-seq regions, and validated a set of its downstream target genes. Fine-mapping by dense regional genotyping in over 15,000 ovarian cancer cases and 30,000 controls identified SNPs in the scaffold/matrix attachment region as among the most likely causal variants. This study reveals a comprehensive regulatory landscape at 9p22.2 and proposes a likely mechanism of susceptibility to ovarian cancer. SIGNIFICANCE: Mapping the 9p22.2 ovarian cancer risk locus identifies BNC2 as an ovarian cancer risk gene.See related commentary by Choi and Brown, p. 439.

Published
2019

21. 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, and Ganz, Patricia A

Subjects
Humans, Breast Neoplasms, Colorectal Neoplasms, Ovarian Neoplasms, Head and Neck Neoplasms, Lung Neoplasms, Prostatic Neoplasms, Genetic Predisposition to Disease, Neoplasm Proteins, Case-Control Studies, Smoking, Mental Disorders, Inheritance Patterns, Phenotype, Polymorphism, Single Nucleotide, European Continental Ancestry Group, Female, Male, Genome-Wide Association Study, Polymorphism, Single Nucleotide, Prevention, Cancer, Breast Cancer, Genetics, Rare Diseases, Lung Cancer, Human Genome, Colo-Rectal Cancer, Digestive Diseases, Lung, MD Multidisciplinary
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.

Published
2019

22. Association analyses of more than 140,000 men identify 63 new prostate cancer susceptibility loci

Author

Schumacher, Fredrick R, Al Olama, Ali Amin, Berndt, Sonja I, Benlloch, Sara, Ahmed, Mahbubl, Saunders, Edward J, Dadaev, Tokhir, Leongamornlert, Daniel, Anokian, Ezequiel, Cieza-Borrella, Clara, Goh, Chee, Brook, Mark N, Sheng, Xin, Fachal, Laura, Dennis, Joe, Tyrer, Jonathan, Muir, Kenneth, Lophatananon, Artitaya, Stevens, Victoria L, Gapstur, Susan M, Carter, Brian D, Tangen, Catherine M, Goodman, Phyllis J, Thompson, Ian M, Batra, Jyotsna, Chambers, Suzanne, Moya, Leire, Clements, Judith, Horvath, Lisa, Tilley, Wayne, Risbridger, Gail P, Gronberg, Henrik, Aly, Markus, Nordström, Tobias, Pharoah, Paul, Pashayan, Nora, Schleutker, Johanna, Tammela, Teuvo LJ, Sipeky, Csilla, Auvinen, Anssi, Albanes, Demetrius, Weinstein, Stephanie, Wolk, Alicja, Håkansson, Niclas, West, Catharine ML, Dunning, Alison M, Burnet, Neil, Mucci, Lorelei A, Giovannucci, Edward, Andriole, Gerald L, Cussenot, Olivier, Cancel-Tassin, Géraldine, Koutros, Stella, Beane Freeman, Laura E, Sorensen, Karina Dalsgaard, Orntoft, Torben Falck, Borre, Michael, Maehle, Lovise, Grindedal, Eli Marie, Neal, David E, Donovan, Jenny L, Hamdy, Freddie C, Martin, Richard M, Travis, Ruth C, Key, Tim J, Hamilton, Robert J, Fleshner, Neil E, Finelli, Antonio, Ingles, Sue Ann, Stern, Mariana C, Rosenstein, Barry S, Kerns, Sarah L, Ostrer, Harry, Lu, Yong-Jie, Zhang, Hong-Wei, Feng, Ninghan, Mao, Xueying, Guo, Xin, Wang, Guomin, Sun, Zan, Giles, Graham G, Southey, Melissa C, MacInnis, Robert J, FitzGerald, Liesel M, Kibel, Adam S, Drake, Bettina F, Vega, Ana, Gómez-Caamaño, Antonio, Szulkin, Robert, Eklund, Martin, Kogevinas, Manolis, Llorca, Javier, Castaño-Vinyals, Gemma, Penney, Kathryn L, Stampfer, Meir, Park, Jong Y, Sellers, Thomas A, Lin, Hui-Yi, Stanford, Janet L, and Cybulski, Cezary

Subjects
Cancer, Aging, Prostate Cancer, Genetics, Urologic Diseases, Human Genome, 2.1 Biological and endogenous factors, Aetiology, Case-Control Studies, Genetic Loci, Genetic Predisposition to Disease, Genome-Wide Association Study, Genotype, Humans, Male, Polymorphism, Single Nucleotide, Prostatic Neoplasms, Risk, Profile Study, Australian Prostate Cancer BioResource, IMPACT Study, Canary PASS Investigators, Breast and Prostate Cancer Cohort Consortium, PRACTICAL (Prostate Cancer Association Group to Investigate Cancer-Associated Alterations in the Genome) Consortium, Cancer of the Prostate in Sweden, Prostate Cancer Genome-wide Association Study of Uncommon Susceptibility Loci, Genetic Associations and Mechanisms in Oncology (GAME-ON)/Elucidating Loci Involved in Prostate Cancer Susceptibility (ELLIPSE) Consortium, Biological Sciences, Medical and Health Sciences, Developmental Biology
Abstract

Genome-wide association studies (GWAS) and fine-mapping efforts to date have identified more than 100 prostate cancer (PrCa)-susceptibility loci. We meta-analyzed genotype data from a custom high-density array of 46,939 PrCa cases and 27,910 controls of European ancestry with previously genotyped data of 32,255 PrCa cases and 33,202 controls of European ancestry. Our analysis identified 62 novel loci associated (P C, p.Pro1054Arg) in ATM and rs2066827 (OR = 1.06; P = 2.3 × 10-9; T>G, p.Val109Gly) in CDKN1B. The combination of all loci captured 28.4% of the PrCa familial relative risk, and a polygenic risk score conferred an elevated PrCa risk for men in the ninetieth to ninety-ninth percentiles (relative risk = 2.69; 95% confidence interval (CI): 2.55-2.82) and first percentile (relative risk = 5.71; 95% CI: 5.04-6.48) risk stratum compared with the population average. These findings improve risk prediction, enhance fine-mapping, and provide insight into the underlying biology of PrCa1.

Published
2018

23. Association analysis identifies 65 new breast cancer risk loci

Author

Michailidou, Kyriaki, Lindström, Sara, Dennis, Joe, Beesley, Jonathan, Hui, Shirley, Kar, Siddhartha, Lemaçon, Audrey, Soucy, Penny, Glubb, Dylan, Rostamianfar, Asha, Bolla, Manjeet K, Wang, Qin, Tyrer, Jonathan, Dicks, Ed, Lee, Andrew, Wang, Zhaoming, Allen, Jamie, Keeman, Renske, Eilber, Ursula, French, Juliet D, Qing Chen, Xiao, Fachal, Laura, McCue, Karen, McCart Reed, Amy E, Ghoussaini, Maya, Carroll, Jason S, Jiang, Xia, Finucane, Hilary, Adams, Marcia, Adank, Muriel A, Ahsan, Habibul, Aittomäki, Kristiina, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Arun, Banu, Auer, Paul L, Bacot, François, Barrdahl, Myrto, Baynes, Caroline, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bernstein, Leslie, Blomqvist, Carl, Bogdanova, Natalia V, Bojesen, Stig E, Bonanni, Bernardo, Børresen-Dale, Anne-Lise, Brand, Judith S, Brauch, Hiltrud, Brennan, Paul, Brenner, Hermann, Brinton, Louise, Broberg, Per, Brock, Ian W, Broeks, Annegien, Brooks-Wilson, Angela, Brucker, Sara Y, Brüning, Thomas, Burwinkel, Barbara, Butterbach, Katja, Cai, Qiuyin, Cai, Hui, Caldés, Trinidad, Canzian, Federico, Carracedo, Angel, Carter, Brian D, Castelao, Jose E, Chan, Tsun L, David Cheng, Ting-Yuan, Seng Chia, Kee, Choi, Ji-Yeob, Christiansen, Hans, Clarke, Christine L, Collée, Margriet, Conroy, Don M, Cordina-Duverger, Emilie, Cornelissen, Sten, Cox, David G, Cox, Angela, Cross, Simon S, Cunningham, Julie M, Czene, Kamila, Daly, Mary B, Devilee, Peter, Doheny, Kimberly F, Dörk, Thilo, dos-Santos-Silva, Isabel, Dumont, Martine, Durcan, Lorraine, Dwek, Miriam, Eccles, Diana M, Ekici, Arif B, Eliassen, A Heather, Ellberg, Carolina, Elvira, Mingajeva, and Engel, Christoph

Subjects
Cancer, Asia, Asian People, Binding Sites, Breast Neoplasms, Computer Simulation, Europe, Female, Genetic Loci, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Multifactorial Inheritance, Polymorphism, Single Nucleotide, Regulatory Sequences, Nucleic Acid, Risk Assessment, Transcription Factors, White People, NBCS Collaborators, ABCTB Investigators, ConFab/AOCS Investigators, General Science & Technology
Abstract

Breast cancer risk is influenced by rare coding variants in susceptibility genes, such as BRCA1, and many common, mostly non-coding variants. However, much of the genetic contribution to breast cancer risk remains unknown. Here we report the results of a genome-wide association study of breast cancer in 122,977 cases and 105,974 controls of European ancestry and 14,068 cases and 13,104 controls of East Asian ancestry. We identified 65 new loci that are associated with overall breast cancer risk at P

Published
2017

24. Identification of 12 new susceptibility loci for different histotypes of epithelial ovarian cancer.

Author

Phelan, Catherine M, Kuchenbaecker, Karoline B, Tyrer, Jonathan P, Kar, Siddhartha P, Lawrenson, Kate, Winham, Stacey J, Dennis, Joe, Pirie, Ailith, Riggan, Marjorie J, Chornokur, Ganna, Earp, Madalene A, Lyra, Paulo C, Lee, Janet M, Coetzee, Simon, Beesley, Jonathan, McGuffog, Lesley, Soucy, Penny, Dicks, Ed, Lee, Andrew, Barrowdale, Daniel, Lecarpentier, Julie, Leslie, Goska, Aalfs, Cora M, Aben, Katja KH, Adams, Marcia, Adlard, Julian, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia, AOCS study group, Aravantinos, Gerasimos, Arnold, Norbert, Arun, Banu K, Arver, Brita, Azzollini, Jacopo, Balmaña, Judith, Banerjee, Susana N, Barjhoux, Laure, Barkardottir, Rosa B, Bean, Yukie, Beckmann, Matthias W, Beeghly-Fadiel, Alicia, Benitez, Javier, Bermisheva, Marina, Bernardini, Marcus Q, Birrer, Michael J, Bjorge, Line, Black, Amanda, Blankstein, Kenneth, Blok, Marinus J, Bodelon, Clara, Bogdanova, Natalia, Bojesen, Anders, Bonanni, Bernardo, Borg, Åke, Bradbury, Angela R, Brenton, James D, Brewer, Carole, Brinton, Louise, Broberg, Per, Brooks-Wilson, Angela, Bruinsma, Fiona, Brunet, Joan, Buecher, Bruno, Butzow, Ralf, Buys, Saundra S, Caldes, Trinidad, Caligo, Maria A, Campbell, Ian, Cannioto, Rikki, Carney, Michael E, Cescon, Terence, Chan, Salina B, Chang-Claude, Jenny, Chanock, Stephen, Chen, Xiao Qing, Chiew, Yoke-Eng, Chiquette, Jocelyne, Chung, Wendy K, Claes, Kathleen BM, Conner, Thomas, Cook, Linda S, Cook, Jackie, Cramer, Daniel W, Cunningham, Julie M, D'Aloisio, Aimee A, Daly, Mary B, Damiola, Francesca, Damirovna, Sakaeva Dina, Dansonka-Mieszkowska, Agnieszka, Dao, Fanny, Davidson, Rosemarie, DeFazio, Anna, Delnatte, Capucine, Doheny, Kimberly F, Diez, Orland, Ding, Yuan Chun, Doherty, Jennifer Anne, Domchek, Susan M, and Dorfling, Cecilia M

Subjects
AOCS study group, EMBRACE Study, GEMO Study Collaborators, HEBON Study, KConFab Investigators, OPAL study group, Humans, Neoplasms, Glandular and Epithelial, Ovarian Neoplasms, Genetic Predisposition to Disease, Telomere-Binding Proteins, BRCA1 Protein, BRCA2 Protein, Risk Factors, Genotype, Mutation, Polymorphism, Single Nucleotide, Alleles, Female, Meta-Analysis as Topic, Genome-Wide Association Study, Genetic Loci, Carcinoma, Ovarian Epithelial, Genetics, Cancer, Human Genome, Rare Diseases, Prevention, Ovarian Cancer, Aetiology, 2.1 Biological and endogenous factors, Biological Sciences, Medical and Health Sciences, Developmental Biology
Abstract

To identify common alleles associated with different histotypes of epithelial ovarian cancer (EOC), we pooled data from multiple genome-wide genotyping projects totaling 25,509 EOC cases and 40,941 controls. We identified nine new susceptibility loci for different EOC histotypes: six for serous EOC histotypes (3q28, 4q32.3, 8q21.11, 10q24.33, 18q11.2 and 22q12.1), two for mucinous EOC (3q22.3 and 9q31.1) and one for endometrioid EOC (5q12.3). We then performed meta-analysis on the results for high-grade serous ovarian cancer with the results from analysis of 31,448 BRCA1 and BRCA2 mutation carriers, including 3,887 mutation carriers with EOC. This identified three additional susceptibility loci at 2q13, 8q24.1 and 12q24.31. Integrated analyses of genes and regulatory biofeatures at each locus predicted candidate susceptibility genes, including OBFC1, a new candidate susceptibility gene for low-grade and borderline serous EOC.

Published
2017

25. Functional mechanisms underlying pleiotropic risk alleles at the 19p13.1 breast-ovarian cancer susceptibility locus.

Author

Lawrenson, Kate, Kar, Siddhartha, McCue, Karen, Kuchenbaeker, Karoline, Michailidou, Kyriaki, Tyrer, Jonathan, Beesley, Jonathan, Ramus, Susan J, Li, Qiyuan, Delgado, Melissa K, Lee, Janet M, Aittomäki, Kristiina, Andrulis, Irene L, Anton-Culver, Hoda, Arndt, Volker, Arun, Banu K, Arver, Brita, Bandera, Elisa V, Barile, Monica, Barkardottir, Rosa B, Barrowdale, Daniel, Beckmann, Matthias W, Benitez, Javier, Berchuck, Andrew, Bisogna, Maria, Bjorge, Line, Blomqvist, Carl, Blot, William, Bogdanova, Natalia, Bojesen, Anders, Bojesen, Stig E, Bolla, Manjeet K, Bonanni, Bernardo, Børresen-Dale, Anne-Lise, Brauch, Hiltrud, Brennan, Paul, Brenner, Hermann, Bruinsma, Fiona, Brunet, Joan, Buhari, Shaik Ahmad, Burwinkel, Barbara, Butzow, Ralf, Buys, Saundra S, Cai, Qiuyin, Caldes, Trinidad, Campbell, Ian, Canniotto, Rikki, Chang-Claude, Jenny, Chiquette, Jocelyne, Choi, Ji-Yeob, Claes, Kathleen BM, GEMO Study Collaborators, Cook, Linda S, Cox, Angela, Cramer, Daniel W, Cross, Simon S, Cybulski, Cezary, Czene, Kamila, Daly, Mary B, Damiola, Francesca, Dansonka-Mieszkowska, Agnieszka, Darabi, Hatef, Dennis, Joe, Devilee, Peter, Diez, Orland, Doherty, Jennifer A, Domchek, Susan M, Dorfling, Cecilia M, Dörk, Thilo, Dumont, Martine, Ehrencrona, Hans, Ejlertsen, Bent, Ellis, Steve, EMBRACE, Engel, Christoph, Lee, Eunjung, Evans, D Gareth, Fasching, Peter A, Feliubadalo, Lidia, Figueroa, Jonine, Flesch-Janys, Dieter, Fletcher, Olivia, Flyger, Henrik, Foretova, Lenka, Fostira, Florentia, Foulkes, William D, Fridley, Brooke L, Friedman, Eitan, Frost, Debra, Gambino, Gaetana, Ganz, Patricia A, Garber, Judy, García-Closas, Montserrat, Gentry-Maharaj, Aleksandra, Ghoussaini, Maya, Giles, Graham G, Glasspool, Rosalind, Godwin, Andrew K, Goldberg, Mark S, and Goldgar, David E

Subjects
GEMO Study Collaborators, EMBRACE, Hereditary Breast and Ovarian Cancer Research Group Netherlands, KConFab Investigators, Australian Ovarian Cancer Study Group, Chromosomes, Human, Pair 19, Humans, Breast Neoplasms, Ovarian Neoplasms, Genetic Predisposition to Disease, RNA, Messenger, Genotype, Polymorphism, Single Nucleotide, Alleles, African Continental Ancestry Group, Asian Continental Ancestry Group, Female, Genome-Wide Association Study, Chromosomes, Human, Pair 19, RNA, Messenger, Polymorphism, Single Nucleotide, Prevention, Breast Cancer, Ovarian Cancer, Cancer, Rare Diseases, Genetics, 2.1 Biological and endogenous factors
Abstract

A locus at 19p13 is associated with breast cancer (BC) and ovarian cancer (OC) risk. Here we analyse 438 SNPs in this region in 46,451 BC and 15,438 OC cases, 15,252 BRCA1 mutation carriers and 73,444 controls and identify 13 candidate causal SNPs associated with serous OC (P=9.2 × 10(-20)), ER-negative BC (P=1.1 × 10(-13)), BRCA1-associated BC (P=7.7 × 10(-16)) and triple negative BC (P-diff=2 × 10(-5)). Genotype-gene expression associations are identified for candidate target genes ANKLE1 (P=2 × 10(-3)) and ABHD8 (P

Published
2016

26. Genome-Wide Meta-Analyses of Breast, Ovarian, and Prostate Cancer Association Studies Identify Multiple New Susceptibility Loci Shared by at Least Two Cancer Types

Author

Kar, Siddhartha P, Beesley, Jonathan, Olama, Ali Amin Al, Michailidou, Kyriaki, Tyrer, Jonathan, Kote-Jarai, ZSofia, Lawrenson, Kate, Lindstrom, Sara, Ramus, Susan J, Thompson, Deborah J, Investigators, ABCTB, Kibel, Adam S, Dansonka-Mieszkowska, Agnieszka, Michael, Agnieszka, Dieffenbach, Aida K, Gentry-Maharaj, Aleksandra, Whittemore, Alice S, Wolk, Alicja, Monteiro, Alvaro, Peixoto, Ana, Kierzek, Andrzej, Cox, Angela, Rudolph, Anja, Gonzalez-Neira, Anna, Wu, Anna H, Lindblom, Annika, Swerdlow, Anthony, Study, AOCS Study Group amp Australian Cancer, BioResource, APCB, Ziogas, Argyrios, Ekici, Arif B, Burwinkel, Barbara, Karlan, Beth Y, Nordestgaard, Børge G, Blomqvist, Carl, Phelan, Catherine, McLean, Catriona, Pearce, Celeste Leigh, Vachon, Celine, Cybulski, Cezary, Slavov, Chavdar, Stegmaier, Christa, Maier, Christiane, Ambrosone, Christine B, Høgdall, Claus K, Teerlink, Craig C, Kang, Daehee, Tessier, Daniel C, Schaid, Daniel J, Stram, Daniel O, Cramer, Daniel W, Neal, David E, Eccles, Diana, Flesch-Janys, Dieter, Edwards, Digna R Velez, Wokozorczyk, Dominika, Levine, Douglas A, Yannoukakos, Drakoulis, Sawyer, Elinor J, Bandera, Elisa V, Poole, Elizabeth M, Goode, Ellen L, Khusnutdinova, Elza, Høgdall, Estrid, Song, Fengju, Bruinsma, Fiona, Heitz, Florian, Modugno, Francesmary, Hamdy, Freddie C, Wiklund, Fredrik, Giles, Graham G, Olsson, Håkan, Wildiers, Hans, Ulmer, Hans-Ulrich, Pandha, Hardev, Risch, Harvey A, Darabi, Hatef, Salvesen, Helga B, Nevanlinna, Heli, Gronberg, Henrik, Brenner, Hermann, Brauch, Hiltrud, Anton-Culver, Hoda, Song, Honglin, Lim, Hui-Yi, McNeish, Iain, Campbell, Ian, Vergote, Ignace, Gronwald, Jacek, Lubiński, Jan, Stanford, Janet L, Benítez, Javier, Doherty, Jennifer A, Permuth, Jennifer B, Chang-Claude, Jenny, Donovan, Jenny L, Dennis, Joe, Schildkraut, Joellen M, Schleutker, Johanna, and Hopper, John L

Subjects
Biological Sciences, Biomedical and Clinical Sciences, Genetics, Oncology and Carcinogenesis, Breast Cancer, Aging, Urologic Diseases, Prostate Cancer, Ovarian Cancer, Rare Diseases, Human Genome, Cancer, Aetiology, 2.1 Biological and endogenous factors, Breast Neoplasms, Case-Control Studies, Chromosome Mapping, Datasets as Topic, Enhancer Elements, Genetic, Female, Gene Regulatory Networks, Genetic Loci, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Male, Meta-Analysis as Topic, Organ Specificity, Ovarian Neoplasms, Polymorphism, Single Nucleotide, Prostatic Neoplasms, Quantitative Trait Loci, Signal Transduction, ABCTB Investigators, AOCS Study Group & Australian Cancer Study, APCB BioResource, kConFab Investigators, NBCS Investigators, GENICA Network, PRACTICAL consortium, Biochemistry and cell biology, Oncology and carcinogenesis
Abstract

UnlabelledBreast, ovarian, and prostate cancers are hormone-related and may have a shared genetic basis, but this has not been investigated systematically by genome-wide association (GWA) studies. Meta-analyses combining the largest GWA meta-analysis data sets for these cancers totaling 112,349 cases and 116,421 controls of European ancestry, all together and in pairs, identified at P < 10(-8) seven new cross-cancer loci: three associated with susceptibility to all three cancers (rs17041869/2q13/BCL2L11; rs7937840/11q12/INCENP; rs1469713/19p13/GATAD2A), two breast and ovarian cancer risk loci (rs200182588/9q31/SMC2; rs8037137/15q26/RCCD1), and two breast and prostate cancer risk loci (rs5013329/1p34/NSUN4; rs9375701/6q23/L3MBTL3). Index variants in five additional regions previously associated with only one cancer also showed clear association with a second cancer type. Cell-type-specific expression quantitative trait locus and enhancer-gene interaction annotations suggested target genes with potential cross-cancer roles at the new loci. Pathway analysis revealed significant enrichment of death receptor signaling genes near loci with P < 10(-5) in the three-cancer meta-analysis.SignificanceWe demonstrate that combining large-scale GWA meta-analysis findings across cancer types can identify completely new risk loci common to breast, ovarian, and prostate cancers. We show that the identification of such cross-cancer risk loci has the potential to shed new light on the shared biology underlying these hormone-related cancers. Cancer Discov; 6(9); 1052-67. ©2016 AACR.This article is highlighted in the In This Issue feature, p. 932.

Published
2016

27. Evidence of a genetic link between endometriosis and ovarian cancer

Author

Lee, Alice W, Templeman, Claire, Stram, Douglas A, Beesley, Jonathan, Tyrer, Jonathan, Berchuck, Andrew, Pharoah, Paul P, Chenevix-Trench, Georgia, Pearce, Celeste Leigh, Consortium, Ovarian Cancer Association, Ness, Roberta B, Dansonka-Mieszkowska, Agnieszka, Gentry-Maharaj, Aleksandra, Hein, Alexander, Whittemore, Alice S, Jensen, Allan, du Bois, Andreas, Brooks-Wilson, Angela, Rudolph, Anja, Jakubowska, Anna, Wu, Anna H, Ziogas, Argyrios, Ekici, Arif B, Leminen, Arto, Study, Australian Cancer, Group, Australian Ovarian Cancer Study, Rosen, Barry, Spiewankiewicz, Beata, Karlan, Beth Y, Trabert, Britton, Fridley, Brooke L, Gilks, C Blake, Krakstad, Camilla, Phelan, Catherine M, Cybulski, Cezary, Walsh, Christine, Hogdall, Claus, Cramer, Daniel W, Huntsman, David G, Eccles, Diana, Lambrechts, Diether, Liang, Dong, Levine, Douglas A, Iversen, Edwin S, Bandera, Elisa V, Poole, Elizabeth M, Goode, Ellen L, Van Nieuwenhuysen, Els, Hogdall, Estrid, Bruinsma, Fiona, Heitz, Florian, Modugno, Francesmary, Giles, Graham G, Risch, Harvey A, Baker, Helen, Salvesen, Helga B, Nevanlinna, Heli, Anton-Culver, Hoda, Song, Honglin, McNeish, Iain, Campbell, Ian G, Vergote, Ignace, Runnebaum, Ingo B, Tangen, Ingvild L, Schwaab, Ira, Gronwald, Jacek, Paul, James, Lubinski, Jan, Doherty, Jennifer A, Chang-Claude, Jenny, Lester, Jenny, Schildkraut, Joellen M, McLaughlin, John R, Lissowska, Jolanta, Kupryjanczyk, Jolanta, Kelley, Joseph L, Rothstein, Joseph H, Cunningham, Julie M, Lu, Karen, Carty, Karen, Terry, Kathryn L, Aben, Katja KH, Moysich, Kirsten B, Wicklund, Kristine G, Odunsi, Kunle, Kiemeney, Lambertus A, Sucheston-Campbell, Lara, Lundvall, Lene, Massuger, Leon FAG, Pelttari, Liisa M, Kelemen, Linda E, Cook, Linda S, Bjorge, Line, Nedergaard, Lotte, Brinton, Louise A, Wilkens, Lynne R, Pike, Malcolm C, Goodman, Marc T, and Bisogna, Maria

Subjects
Biomedical and Clinical Sciences, Oncology and Carcinogenesis, Prevention, Cancer, Rare Diseases, Ovarian Cancer, Genetics, Genetic Testing, Clinical Research, Endometriosis, 2.1 Biological and endogenous factors, Aetiology, Case-Control Studies, Computational Biology, Databases, Genetic, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Neoplasm Grading, Ovarian Neoplasms, Phenotype, Polymorphism, Single Nucleotide, Risk Assessment, Risk Factors, Ovarian Cancer Association Consortium, SNPs, genetic variation, ovarian cancer, Clinical Sciences, Paediatrics and Reproductive Medicine, Public Health and Health Services, Obstetrics & Reproductive Medicine, Reproductive medicine
Abstract

ObjectiveTo evaluate whether endometriosis-associated genetic variation affects risk of ovarian cancer.DesignPooled genetic analysis.SettingUniversity hospital.Patient(s)Genetic data from 46,176 participants (15,361 ovarian cancer cases and 30,815 controls) from 41 ovarian cancer studies.Intervention(s)None.Main outcome measure(s)Endometriosis-associated genetic variation and ovarian cancer.Result(s)There was significant evidence of an association between endometriosis-related genetic variation and ovarian cancer risk, especially for the high-grade serous and clear cell histotypes. Overall we observed 15 significant burden statistics, which was three times more than expected.Conclusion(s)By focusing on candidate regions from a phenotype associated with ovarian cancer, we have shown a clear genetic link between endometriosis and ovarian cancer that warrants further follow-up. The functional significance of the identified regions and SNPs is presently uncertain, though future fine mapping and histotype-specific functional analyses may shed light on the etiologies of both gynecologic conditions.

Published
2016

28. Epithelial-Mesenchymal Transition (EMT) Gene Variants and Epithelial Ovarian Cancer (EOC) Risk.

Author

Amankwah, Ernest K, Lin, Hui-Yi, Tyrer, Jonathan P, Lawrenson, Kate, Dennis, Joe, Chornokur, Ganna, 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, Chen, Zhihua, Chen, Y Ann, Chang-Claude, Jenny, Cook, Linda S, Cramer, Daniel W, Cunningham, Julie M, Cybulski, Cezary, Dansonka-Mieszkowska, Agnieszka, du Bois, Andreas, Despierre, Evelyn, Dicks, Ed, Doherty, Jennifer A, Dörk, Thilo, Dürst, 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, Harrington, Patricia, Harter, Philipp, Hasmad, Hanis N, Hein, Alexander, Heitz, Florian, Hildebrandt, Michelle AT, Hillemanns, Peter, Hogdall, Claus K, Hogdall, Estrid, Hosono, Satoyo, Iversen, Edwin S, Jakubowska, Anna, Jensen, Allan, Ji, Bu-Tian, Karlan, Beth Y, Jim, Heather, Kellar, Melissa, 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, Lim, Boon Kiong, Lissowska, Jolanta, Lu, Karen, Lubinski, Jan, Lundvall, Lene, Massuger, Leon FAG, Matsuo, Keitaro, McGuire, Valerie, McLaughlin, John R, McNeish, Ian, Menon, Usha, Milne, Roger L, Modugno, Francesmary, Moysich, Kirsten B, Ness, Roberta B, Nevanlinna, Heli, Eilber, Ursula, Odunsi, Kunle, Olson, Sara H, Orlow, Irene, Orsulic, Sandra, and Weber, Rachel Palmieri

Subjects
Georgia Chenevix-Trench on behalf of the AOCS management group, Humans, Neoplasms, Glandular and Epithelial, Ovarian Neoplasms, Genetic Predisposition to Disease, Odds Ratio, Risk, Genotype, Polymorphism, Single Nucleotide, Adult, Aged, Middle Aged, European Continental Ancestry Group, Female, Genome-Wide Association Study, Epithelial-Mesenchymal Transition, Carcinoma, Ovarian Epithelial, epithelial-mesenchymal transition, ovarian cancer, single-nucleotide polymorphisms, Neoplasms, Glandular and Epithelial, Polymorphism, Single Nucleotide, Carcinoma, Ovarian Epithelial, Epidemiology, Public Health and Health Services, Genetics
Abstract

Epithelial-mesenchymal transition (EMT) is a process whereby epithelial cells assume mesenchymal characteristics to facilitate cancer metastasis. However, EMT also contributes to the initiation and development of primary tumors. Prior studies that explored the hypothesis that EMT gene variants contribute to epithelial ovarian carcinoma (EOC) risk have been based on small sample sizes and none have sought replication in an independent population. We screened 15,816 single-nucleotide polymorphisms (SNPs) in 296 genes in a discovery phase using data from a genome-wide association study of EOC among women of European ancestry (1,947 cases and 2,009 controls) and identified 793 variants in 278 EMT-related genes that were nominally (P < 0.05) associated with invasive EOC. These SNPs were then genotyped in a larger study of 14,525 invasive-cancer patients and 23,447 controls. A P-value

Published
2015

29. Common variants at the CHEK2 gene locus and risk of epithelial ovarian cancer

Author

Lawrenson, Kate, Iversen, Edwin S, Tyrer, Jonathan, Weber, Rachel Palmieri, Concannon, Patrick, Hazelett, Dennis J, Li, Qiyuan, Marks, Jeffrey R, Berchuck, Andrew, Lee, Janet M, Aben, Katja KH, Anton-Culver, Hoda, Antonenkova, Natalia, 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, Chenevix-Trench, Georgia, Chen, Ann, Chen, Zhihua, Cook, Linda S, Cramer, Daniel W, Cunningham, Julie M, Cybulski, Cezary, Plisiecka-Halasa, Joanna, Dennis, Joe, Dicks, Ed, Doherty, Jennifer A, Dörk, Thilo, du Bois, Andreas, Eccles, Diana, Easton, Douglas T, Edwards, Robert P, Eilber, Ursula, Ekici, Arif B, Fasching, Peter A, Fridley, Brooke L, Gao, Yu-Tang, Gentry-Maharaj, Aleksandra, Giles, Graham G, Glasspool, Rosalind, Goode, Ellen L, Goodman, Marc T, Gronwald, Jacek, Harter, Philipp, Hasmad, Hanis Nazihah, Hein, Alexander, Heitz, Florian, Hildebrandt, Michelle AT, Hillemanns, Peter, Hogdall, Estrid, Hogdall, Claus, Hosono, Satoyo, Jakubowska, Anna, Paul, James, Jensen, Allan, Karlan, Beth Y, Kjaer, Susanne Kruger, Kelemen, Linda E, Kellar, Melissa, Kelley, Joseph L, Kiemeney, Lambertus A, Krakstad, Camilla, Lambrechts, Diether, Lambrechts, Sandrina, Le, Nhu D, Lee, Alice W, Cannioto, Rikki, Leminen, Arto, Lester, Jenny, Levine, Douglas A, Liang, Dong, Lissowska, Jolanta, Lu, Karen, Lubinski, Jan, Lundvall, Lene, Massuger, Leon FAG, Matsuo, Keitaro, McGuire, Valerie, McLaughlin, John R, Nevanlinna, Heli, McNeish, Iain, Menon, Usha, Modugno, Francesmary, Moysich, Kirsten B, Narod, Steven A, Nedergaard, Lotte, Ness, Roberta B, Azmi, Mat Adenan Noor, Odunsi, Kunle, and Olson, Sara H

Subjects
Biomedical and Clinical Sciences, Oncology and Carcinogenesis, Clinical Research, Biotechnology, Cancer, Human Genome, Ovarian Cancer, Prevention, Rare Diseases, Genetic Testing, Genetics, Aetiology, 2.1 Biological and endogenous factors, Carcinoma, Ovarian Epithelial, Case-Control Studies, Checkpoint Kinase 2, Female, Genetic Loci, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Neoplasms, Glandular and Epithelial, Ovarian Neoplasms, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Risk Factors, Australian Cancer Study, Australian Ovarian Cancer Study Group, Oncology & Carcinogenesis, Oncology and carcinogenesis
Abstract

Genome-wide association studies have identified 20 genomic regions associated with risk of epithelial ovarian cancer (EOC), but many additional risk variants may exist. Here, we evaluated associations between common genetic variants [single nucleotide polymorphisms (SNPs) and indels] in DNA repair genes and EOC risk. We genotyped 2896 common variants at 143 gene loci in DNA samples from 15 397 patients with invasive EOC and controls. We found evidence of associations with EOC risk for variants at FANCA, EXO1, E2F4, E2F2, CREB5 and CHEK2 genes (P ≤ 0.001). The strongest risk association was for CHEK2 SNP rs17507066 with serous EOC (P = 4.74 x 10(-7)). Additional genotyping and imputation of genotypes from the 1000 genomes project identified a slightly more significant association for CHEK2 SNP rs6005807 (r (2) with rs17507066 = 0.84, odds ratio (OR) 1.17, 95% CI 1.11-1.24, P = 1.1×10(-7)). We identified 293 variants in the region with likelihood ratios of less than 1:100 for representing the causal variant. Functional annotation identified 25 candidate SNPs that alter transcription factor binding sites within regulatory elements active in EOC precursor tissues. In The Cancer Genome Atlas dataset, CHEK2 gene expression was significantly higher in primary EOCs compared to normal fallopian tube tissues (P = 3.72×10(-8)). We also identified an association between genotypes of the candidate causal SNP rs12166475 (r (2) = 0.99 with rs6005807) and CHEK2 expression (P = 2.70×10(-8)). These data suggest that common variants at 22q12.1 are associated with risk of serous EOC and CHEK2 as a plausible target susceptibility gene.

Published
2015

30. Genome-wide significant risk associations for mucinous ovarian carcinoma

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 KH, 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 AT, 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, Lissowska, Jolanta, Lu, Karen, Lubinski, Jan, Lundvall, Lene, Massuger, Leon FAG, Matsuo, Keitaro, McGuire, Valerie, McLaughlin, John R, McNeish, Iain, Menon, Usha, Modugno, Francesmary, Moes-Sosnowska, Joanna, and Moysich, Kirsten B

Subjects
Rare Diseases, Prevention, Ovarian Cancer, Genetics, Cancer, 2.1 Biological and endogenous factors, Aetiology, Adenocarcinoma, Mucinous, Base Sequence, Cell Line, Tumor, Cell Nucleus, Chromosomes, Human, Pair 2, Female, Gene Expression Regulation, Neoplastic, Genetic Association Studies, Genetic Predisposition to Disease, Genome-Wide Association Study, Green Fluorescent Proteins, Homeodomain Proteins, Humans, Microscopy, Fluorescence, Molecular Sequence Data, Neoplasm Proteins, Ovarian Neoplasms, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Reverse Transcriptase Polymerase Chain Reaction, Risk Factors, Australian Cancer Study, Australian Ovarian Cancer Study Group, Ovarian Cancer Association Consortium, Biological Sciences, Medical and Health Sciences, Developmental Biology
Abstract

Genome-wide association studies have identified several risk associations for ovarian carcinomas but not for mucinous ovarian carcinomas (MOCs). Our analysis of 1,644 MOC cases and 21,693 controls with imputation identified 3 new risk associations: rs752590 at 2q13 (P = 3.3 × 10(-8)), rs711830 at 2q31.1 (P = 7.5 × 10(-12)) and rs688187 at 19q13.2 (P = 6.8 × 10(-13)). We identified significant expression quantitative trait locus (eQTL) associations for HOXD9 at 2q31.1 in ovarian (P = 4.95 × 10(-4), false discovery rate (FDR) = 0.003) and colorectal (P = 0.01, FDR = 0.09) tumors and for PAX8 at 2q13 in colorectal tumors (P = 0.03, FDR = 0.09). Chromosome conformation capture analysis identified interactions between the HOXD9 promoter and risk-associated SNPs at 2q31.1. Overexpressing HOXD9 in MOC cells augmented the neoplastic phenotype. These findings provide the first evidence for MOC susceptibility variants and insights into the underlying biology of the disease.

Published
2015

31. Cell-type-specific enrichment of risk-associated regulatory elements at ovarian cancer susceptibility loci

Author

Coetzee, Simon G, Shen, Howard C, Hazelett, Dennis J, Lawrenson, Kate, Kuchenbaecker, Karoline, Tyrer, Jonathan, Rhie, Suhn K, Levanon, Keren, Karst, Alison, Drapkin, Ronny, Ramus, Susan J, Consortium, The Consortium of Investigators of Modifiers of BRCA1 2 The Ovarian Cancer Association, Couch, Fergus J, Offit, Kenneth, Chenevix-Trench, Georgia, Monteiro, Alvaro NA, Antoniou, Antonis, Freedman, Matthew, Coetzee, Gerhard A, Pharoah, Paul DP, Noushmehr, Houtan, Gayther, Simon A, Anton-Culver, Hoda, Antonenkova, Natalia, Baker, Helen, Bandera, Elisa V, Bean, Yukie, Beckmann, Matthias W, Berchuck, Andrew, 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, Ann, Chen, Zhihua, Cook, Linda S, Cramer, Daniel W, Cunningham, Julie M, Cybulski, Cezary, Dansonka-Mieszkowska, Agnieszka, Dennis, Joe, Dicks, Ed, Doherty, Jennifer A, Dörk, Thilo, du Bois, Andreas, Dürst, Matthias, Eccles, Diana, Easton, Douglas F, Edwards, Robert P, Eilber, Ursula, Ekici, Arif B, 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 AT, Hillemanns, Peter, Hogdall, Estrid, Hogdall, Claus, Hosono, Satoyo, Iversen, Edwin S, Jakubowska, Anna, James, Paul, Jensen, Allan, Ji, Bu-Tian, Karlan, Beth Y, Kjaer, Susanne Kruger, Kelemen, Linda E, Kellar, Melissa, Kelley, Joseph L, Kiemeney, Lambertus A, Krakstad, Camilla, Kupryjanczyk, Jolanta, Lambrechts, Diether, Lambrechts, Sandrina, Le, Nhu D, Lele, Shashi, Leminen, Arto, Lester, Jenny, Levine, Douglas A, Liang, Dong, and Lissowska, Jolanta

Subjects
Biological Sciences, Genetics, Rare Diseases, Prevention, Human Genome, Ovarian Cancer, Biotechnology, Cancer, 2.1 Biological and endogenous factors, Underpinning research, Aetiology, 1.1 Normal biological development and functioning, Chromatin, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Histones, Humans, Organ Specificity, Ovarian Neoplasms, Polymorphism, Single Nucleotide, Regulatory Sequences, Nucleic Acid, Ovarian Cancer Association Consortium, The Consortium of Investigators of Modifiers of BRCA1/2, Ovarian Cancer Association Consortium The Consortium of Investigators of Modifiers of BRCA1/2, Medical and Health Sciences, Genetics & Heredity
Abstract

Understanding the regulatory landscape of the human genome is a central question in complex trait genetics. Most single-nucleotide polymorphisms (SNPs) associated with cancer risk lie in non-protein-coding regions, implicating regulatory DNA elements as functional targets of susceptibility variants. Here, we describe genome-wide annotation of regions of open chromatin and histone modification in fallopian tube and ovarian surface epithelial cells (FTSECs, OSECs), the debated cellular origins of high-grade serous ovarian cancers (HGSOCs) and in endometriosis epithelial cells (EECs), the likely precursor of clear cell ovarian carcinomas (CCOCs). The regulatory architecture of these cell types was compared with normal human mammary epithelial cells and LNCaP prostate cancer cells. We observed similar positional patterns of global enhancer signatures across the three different ovarian cancer precursor cell types, and evidence of tissue-specific regulatory signatures compared to non-gynecological cell types. We found significant enrichment for risk-associated SNPs intersecting regulatory biofeatures at 17 known HGSOC susceptibility loci in FTSECs (P = 3.8 × 10(-30)), OSECs (P = 2.4 × 10(-23)) and HMECs (P = 6.7 × 10(-15)) but not for EECs (P = 0.45) or LNCaP cells (P = 0.88). Hierarchical clustering of risk SNPs conditioned on the six different cell types indicates FTSECs and OSECs are highly related (96% of samples using multi-scale bootstrapping) suggesting both cell types may be precursors of HGSOC. These data represent the first description of regulatory catalogues of normal precursor cells for different ovarian cancer subtypes, and provide unique insights into the tissue specific regulatory variation with respect to the likely functional targets of germline genetic susceptibility variants for ovarian cancer.

Published
2015

32. Fine-mapping of the HNF1B multicancer locus identifies candidate variants that mediate endometrial cancer risk

Author

Painter, Jodie N, O'Mara, Tracy A, Batra, Jyotsna, Cheng, Timothy, Lose, Felicity A, Dennis, Joe, Michailidou, Kyriaki, Tyrer, Jonathan P, Ahmed, Shahana, Ferguson, Kaltin, Healey, Catherine S, Kaufmann, Susanne, Hillman, Kristine M, Walpole, Carina, Moya, Leire, Pollock, Pamela, Jones, Angela, Howarth, Kimberley, Martin, Lynn, Gorman, Maggie, Hodgson, Shirley, De Polanco, Ma Magdalena Echeverry, Sans, Monica, Carracedo, Angel, Castellvi-Bel, Sergi, Rojas-Martinez, Augusto, Santos, Erika, Teixeira, Manuel R, Carvajal-Carmona, Luis, Shu, Xiao-Ou, Long, Jirong, Zheng, Wei, Xiang, Yong-Bing, Montgomery, Grant W, Webb, Penelope M, Scott, Rodney J, McEvoy, Mark, Attia, John, Holliday, Elizabeth, Martin, Nicholas G, Nyholt, Dale R, Henders, Anjali K, Fasching, Peter A, Hein, Alexander, Beckmann, Matthias W, Renner, Stefan P, Dörk, Thilo, Hillemanns, Peter, Dürst, Matthias, Runnebaum, Ingo, Lambrechts, Diether, Coenegrachts, Lieve, Schrauwen, Stefanie, Amant, Frederic, Winterhoff, Boris, Dowdy, Sean C, Goode, Ellen L, Teoman, Attila, Salvesen, Helga B, Trovik, Jone, Njolstad, Tormund S, Werner, Henrica MJ, Ashton, Katie, Proietto, Tony, Otton, Geoffrey, Tzortzatos, Gerasimos, Mints, Miriam, Tham, Emma, Hall, Per, Czene, Kamila, Liu, Jianjun, Li, Jingmei, Hopper, John L, Southey, Melissa C, Ekici, Arif B, Ruebner, Matthias, Johnson, Nicola, Peto, Julian, Burwinkel, Barbara, Marme, Frederik, Brenner, Hermann, Dieffenbach, Aida K, Meindl, Alfons, Brauch, Hiltrud, Lindblom, Annika, Depreeuw, Jeroen, Moisse, Matthieu, Chang-Claude, Jenny, Rudolph, Anja, Couch, Fergus J, Olson, Janet E, Giles, Graham G, Bruinsma, Fiona, Cunningham, Julie M, Fridley, Brooke L, Børresen-Dale, Anne-Lise, Kristensen, Vessela N, Cox, Angela, Swerdlow, Anthony J, and Orr, Nicholas

Subjects
Cancer, Biotechnology, Human Genome, Prevention, Genetics, 2.1 Biological and endogenous factors, Aetiology, Alleles, Case-Control Studies, Cell Line, Tumor, Chromosome Mapping, Computational Biology, Databases, Genetic, Endometrial Neoplasms, Epigenesis, Genetic, Female, Genetic Loci, Genetic Variation, Genome-Wide Association Study, Genotype, Haplotypes, Hepatocyte Nuclear Factor 1-beta, Humans, Linkage Disequilibrium, Polymorphism, Single Nucleotide, Promoter Regions, Genetic, RNA, Messenger, Risk Factors, White People, National Study of Endometrial Cancer Genetics Group, CHIBCHA Consortium, Australian National Endometrial Cancer Study Group, RENDOCAS, Australian Ovarian Cancer Study, GENICA Network, Biological Sciences, Medical and Health Sciences, Genetics & Heredity
Abstract

Common variants in the hepatocyte nuclear factor 1 homeobox B (HNF1B) gene are associated with the risk of Type II diabetes and multiple cancers. Evidence to date indicates that cancer risk may be mediated via genetic or epigenetic effects on HNF1B gene expression. We previously found single-nucleotide polymorphisms (SNPs) at the HNF1B locus to be associated with endometrial cancer, and now report extensive fine-mapping and in silico and laboratory analyses of this locus. Analysis of 1184 genotyped and imputed SNPs in 6608 Caucasian cases and 37 925 controls, and 895 Asian cases and 1968 controls, revealed the best signal of association for SNP rs11263763 (P = 8.4 × 10(-14), odds ratio = 0.86, 95% confidence interval = 0.82-0.89), located within HNF1B intron 1. Haplotype analysis and conditional analyses provide no evidence of further independent endometrial cancer risk variants at this locus. SNP rs11263763 genotype was associated with HNF1B mRNA expression but not with HNF1B methylation in endometrial tumor samples from The Cancer Genome Atlas. Genetic analyses prioritized rs11263763 and four other SNPs in high-to-moderate linkage disequilibrium as the most likely causal SNPs. Three of these SNPs map to the extended HNF1B promoter based on chromatin marks extending from the minimal promoter region. Reporter assays demonstrated that this extended region reduces activity in combination with the minimal HNF1B promoter, and that the minor alleles of rs11263763 or rs8064454 are associated with decreased HNF1B promoter activity. Our findings provide evidence for a single signal associated with endometrial cancer risk at the HNF1B locus, and that risk is likely mediated via altered HNF1B gene expression.

Published
2015

33. Evaluating the ovarian cancer gonadotropin hypothesis: a candidate gene study.

Author

Lee, Alice W, Tyrer, Jonathan P, Doherty, Jennifer A, Stram, Douglas A, Kupryjanczyk, Jolanta, Dansonka-Mieszkowska, Agnieszka, Plisiecka-Halasa, Joanna, Spiewankiewicz, Beata, Myers, Emily J, Australian Cancer Study (Ovarian Cancer), Australian Ovarian Cancer Study Group, Chenevix-Trench, Georgia, Fasching, Peter A, Beckmann, Matthias W, Ekici, Arif B, Hein, Alexander, Vergote, Ignace, Van Nieuwenhuysen, Els, Lambrechts, Diether, Wicklund, Kristine G, Eilber, Ursula, Wang-Gohrke, Shan, Chang-Claude, Jenny, Rudolph, Anja, Sucheston-Campbell, Lara, Odunsi, Kunle, Moysich, Kirsten B, Shvetsov, Yurii B, Thompson, Pamela J, Goodman, Marc T, Wilkens, Lynne R, Dörk, Thilo, Hillemanns, Peter, Dürst, Matthias, Runnebaum, Ingo B, Bogdanova, Natalia, Pelttari, Liisa M, Nevanlinna, Heli, Leminen, Arto, Edwards, Robert P, Kelley, Joseph L, Harter, Philipp, Schwaab, Ira, Heitz, Florian, du Bois, Andreas, Orsulic, Sandra, Lester, Jenny, Walsh, Christine, Karlan, Beth Y, Hogdall, Estrid, Kjaer, Susanne K, Jensen, Allan, Vierkant, Robert A, Cunningham, Julie M, Goode, Ellen L, Fridley, Brooke L, Southey, Melissa C, Giles, Graham G, Bruinsma, Fiona, Wu, Xifeng, Hildebrandt, Michelle AT, Lu, Karen, Liang, Dong, Bisogna, Maria, Levine, Douglas A, Weber, Rachel Palmieri, Schildkraut, Joellen M, Iversen, Edwin S, Berchuck, Andrew, Terry, Kathryn L, Cramer, Daniel W, Tworoger, Shelley S, Poole, Elizabeth M, Olson, Sara H, Orlow, Irene, Bandera, Elisa V, Bjorge, Line, Tangen, Ingvild L, Salvesen, Helga B, Krakstad, Camilla, Massuger, Leon FAG, Kiemeney, Lambertus A, Aben, Katja KH, van Altena, Anne M, Bean, Yukie, Pejovic, Tanja, Kellar, Melissa, Le, Nhu D, Cook, Linda S, Kelemen, Linda E, Brooks-Wilson, Angela, Lubinski, Jan, Gronwald, Jacek, Cybulski, Cezary, Jakubowska, Anna, Wentzensen, Nicolas, Brinton, Louise A, Lissowska, Jolanta, Yang, Hannah, and Nedergaard, Lotte

Subjects
Australian Cancer Study, Australian Ovarian Cancer Study Group, Humans, Ovarian Neoplasms, Genetic Predisposition to Disease, Gonadotropins, Genetic Markers, Logistic Models, Risk Factors, Case-Control Studies, Signal Transduction, Genotype, Polymorphism, Single Nucleotide, Female, Genome-Wide Association Study, Biomarkers, Tumor, Gene, Genetic variation, Genetics, Ovarian cancer, Polymorphisms, Polymorphism, Single Nucleotide, Biomarkers, Tumor, Ovarian Cancer, Aging, Prevention, Human Genome, Cancer, Biotechnology, Rare Diseases, 2.1 Biological and endogenous factors, Oncology & Carcinogenesis, Oncology and Carcinogenesis, Paediatrics and Reproductive Medicine
Abstract

ObjectiveOvarian cancer is a hormone-related disease with a strong genetic basis. However, none of its high-penetrance susceptibility genes and GWAS-identified variants to date are known to be involved in hormonal pathways. Given the hypothesized etiologic role of gonadotropins, an assessment of how variability in genes involved in the gonadotropin signaling pathway impacts disease risk is warranted.MethodsGenetic data from 41 ovarian cancer study sites were pooled and unconditional logistic regression was used to evaluate whether any of the 2185 SNPs from 11 gonadotropin signaling pathway genes was associated with ovarian cancer risk. A burden test using the admixture likelihood (AML) method was also used to evaluate gene-level associations.ResultsWe did not find any genome-wide significant associations between individual SNPs and ovarian cancer risk. However, there was some suggestion of gene-level associations for four gonadotropin signaling pathway genes: INHBB (p=0.045, mucinous), LHCGR (p=0.046, high-grade serous), GNRH (p=0.041, high-grade serous), and FSHB (p=0.036, overall invasive). There was also suggestive evidence for INHA (p=0.060, overall invasive).ConclusionsOvarian cancer studies have limited sample numbers, thus fewer genome-wide susceptibility alleles, with only modest associations, have been identified relative to breast and prostate cancers. We have evaluated the majority of ovarian cancer studies with biological samples, to our knowledge, leaving no opportunity for replication. Using both our understanding of biology and powerful gene-level tests, we have identified four putative ovarian cancer loci near INHBB, LHCGR, GNRH, and FSHB that warrant a second look if larger sample sizes and denser genotype chips become available.

Published
2015

34. Identification of six new susceptibility loci for invasive epithelial ovarian cancer.

Author

Kuchenbaecker, Karoline B, Ramus, Susan J, Tyrer, Jonathan, Lee, Andrew, Shen, Howard C, Beesley, Jonathan, Lawrenson, Kate, McGuffog, Lesley, Healey, Sue, Lee, Janet M, Spindler, Tassja J, Lin, Yvonne G, Pejovic, Tanja, Bean, Yukie, Li, Qiyuan, Coetzee, Simon, Hazelett, Dennis, Miron, Alexander, Southey, Melissa, Terry, Mary Beth, Goldgar, David E, Buys, Saundra S, Janavicius, Ramunas, Dorfling, Cecilia M, van Rensburg, Elizabeth J, Neuhausen, Susan L, Ding, Yuan Chun, Hansen, Thomas VO, Jønson, Lars, Gerdes, Anne-Marie, Ejlertsen, Bent, Barrowdale, Daniel, Dennis, Joe, Benitez, Javier, Osorio, Ana, Garcia, Maria Jose, Komenaka, Ian, Weitzel, Jeffrey N, Ganschow, Pamela, Peterlongo, Paolo, Bernard, Loris, Viel, Alessandra, Bonanni, Bernardo, Peissel, Bernard, Manoukian, Siranoush, Radice, Paolo, Papi, Laura, Ottini, Laura, Fostira, Florentia, Konstantopoulou, Irene, Garber, Judy, Frost, Debra, Perkins, Jo, Platte, Radka, Ellis, Steve, EMBRACE, Godwin, Andrew K, Schmutzler, Rita Katharina, Meindl, Alfons, Engel, Christoph, Sutter, Christian, Sinilnikova, Olga M, GEMO Study Collaborators, Damiola, Francesca, Mazoyer, Sylvie, Stoppa-Lyonnet, Dominique, Claes, Kathleen, De Leeneer, Kim, Kirk, Judy, Rodriguez, Gustavo C, Piedmonte, Marion, O'Malley, David M, de la Hoya, Miguel, Caldes, Trinidad, Aittomäki, Kristiina, Nevanlinna, Heli, Collée, J Margriet, Rookus, Matti A, Oosterwijk, Jan C, Breast Cancer Family Registry, Tihomirova, Laima, Tung, Nadine, Hamann, Ute, Isaccs, Claudine, Tischkowitz, Marc, Imyanitov, Evgeny N, Caligo, Maria A, Campbell, Ian G, Hogervorst, Frans BL, HEBON, Olah, Edith, Diez, Orland, Blanco, Ignacio, Brunet, Joan, Lazaro, Conxi, Pujana, Miquel Angel, Jakubowska, Anna, Gronwald, Jacek, Lubinski, Jan, and Sukiennicki, Grzegorz

Subjects
EMBRACE, GEMO Study Collaborators, Breast Cancer Family Registry, HEBON, KConFab Investigators, Australian Cancer Study, Australian Ovarian Cancer Study Group, Consortium of Investigators of Modifiers of BRCA1 and BRCA2, Humans, Neoplasms, Glandular and Epithelial, Ovarian Neoplasms, Genetic Predisposition to Disease, BRCA1 Protein, BRCA2 Protein, Risk, Genotype, Heterozygote, Mutation, Polymorphism, Single Nucleotide, Alleles, Genes, Reporter, Quantitative Trait Loci, Adolescent, Adult, Female, Genome-Wide Association Study, Young Adult, Carcinoma, Ovarian Epithelial, Human Genome, Rare Diseases, Genetics, Cancer, Prevention, Ovarian Cancer, 2.1 Biological and endogenous factors, Aetiology, Biological Sciences, Medical and Health Sciences, Developmental Biology
Abstract

Genome-wide association studies (GWAS) have identified 12 epithelial ovarian cancer (EOC) susceptibility alleles. The pattern of association at these loci is consistent in BRCA1 and BRCA2 mutation carriers who are at high risk of EOC. After imputation to 1000 Genomes Project data, we assessed associations of 11 million genetic variants with EOC risk from 15,437 cases unselected for family history and 30,845 controls and from 15,252 BRCA1 mutation carriers and 8,211 BRCA2 mutation carriers (3,096 with ovarian cancer), and we combined the results in a meta-analysis. This new study design yielded increased statistical power, leading to the discovery of six new EOC susceptibility loci. Variants at 1p36 (nearest gene, WNT4), 4q26 (SYNPO2), 9q34.2 (ABO) and 17q11.2 (ATAD5) were associated with EOC risk, and at 1p34.3 (RSPO1) and 6p22.1 (GPX6) variants were specifically associated with the serous EOC subtype, all with P < 5 × 10(-8). Incorporating these variants into risk assessment tools will improve clinical risk predictions for BRCA1 and BRCA2 mutation carriers.

Published
2015

35. Consortium analysis of gene and gene-folate interactions in purine and pyrimidine metabolism pathways with ovarian carcinoma risk.

Author

Kelemen, Linda E, Terry, Kathryn L, Goodman, Marc T, Webb, Penelope M, Bandera, Elisa V, McGuire, Valerie, Rossing, Mary Anne, Wang, Qinggang, Dicks, Ed, Tyrer, Jonathan P, Song, Honglin, Kupryjanczyk, Jolanta, Dansonka-Mieszkowska, Agnieszka, Plisiecka-Halasa, Joanna, Timorek, Agnieszka, Menon, Usha, Gentry-Maharaj, Aleksandra, Gayther, Simon A, Ramus, Susan J, Narod, Steven A, Risch, Harvey A, McLaughlin, John R, Siddiqui, Nadeem, Glasspool, Rosalind, Paul, James, Carty, Karen, Gronwald, Jacek, Lubiński, Jan, Jakubowska, Anna, Cybulski, Cezary, Kiemeney, Lambertus A, Massuger, Leon FAG, van Altena, Anne M, Aben, Katja KH, Olson, Sara H, Orlow, Irene, Cramer, Daniel W, Levine, Douglas A, Bisogna, Maria, Giles, Graham G, Southey, Melissa C, Bruinsma, Fiona, Kjaer, Susanne K, Høgdall, Estrid, Jensen, Allan, Høgdall, Claus K, Lundvall, Lene, Engelholm, Svend-Aage, Heitz, Florian, du Bois, Andreas, Harter, Philipp, Schwaab, Ira, Butzow, Ralf, Nevanlinna, Heli, Pelttari, Liisa M, Leminen, Arto, Thompson, Pamela J, Lurie, Galina, Wilkens, Lynne R, Lambrechts, Diether, Van Nieuwenhuysen, Els, Lambrechts, Sandrina, Vergote, Ignace, Beesley, Jonathan, AOCS Study Group/ACS Investigators, Fasching, Peter A, Beckmann, Matthias W, Hein, Alexander, Ekici, Arif B, Doherty, Jennifer A, Wu, Anna H, Pearce, Celeste L, Pike, Malcolm C, Stram, Daniel, Chang-Claude, Jenny, Rudolph, Anja, Dörk, Thilo, Dürst, Matthias, Hillemanns, Peter, Runnebaum, Ingo B, Bogdanova, Natalia, Antonenkova, Natalia, Odunsi, Kunle, Edwards, Robert P, Kelley, Joseph L, Modugno, Francesmary, Ness, Roberta B, Karlan, Beth Y, Walsh, Christine, Lester, Jenny, Orsulic, Sandra, Fridley, Brooke L, Vierkant, Robert A, Cunningham, Julie M, Wu, Xifeng, Lu, Karen, Liang, Dong, Hildebrandt, Michelle AT, Weber, Rachel Palmieri, and Iversen, Edwin S

Subjects
AOCS Study Group/ACS Investigators, Humans, Carcinoma, Ovarian Neoplasms, Folic Acid Deficiency, Genetic Predisposition to Disease, Folic Acid, Dihydrouracil Dehydrogenase (NADP), Neoplasm Proteins, Diet, Multivariate Analysis, Risk Factors, Case-Control Studies, Energy Intake, Polymorphism, Single Nucleotide, Dietary Supplements, European Continental Ancestry Group, Female, Genome-Wide Association Study, Global Health, Case-control, Dihydropyrimidine dehydrogenase, Folate, Polymorphism, Serine hydroxymethyltransferase 1, Rare Diseases, Cancer, Ovarian Cancer, Genetics, Nutrition, 2.1 Biological and endogenous factors, Nutrition & Dietetics, Food Science, Food Sciences, Nutrition and Dietetics, Public Health and Health Services
Abstract

ScopeWe reevaluated previously reported associations between variants in pathways of one-carbon (1-C) (folate) transfer genes and ovarian carcinoma (OC) risk, and in related pathways of purine and pyrimidine metabolism, and assessed interactions with folate intake.Methods and resultsOdds ratios (OR) for 446 genetic variants were estimated among 13,410 OC cases and 22,635 controls, and among 2281 cases and 3444 controls with folate information. Following multiple testing correction, the most significant main effect associations were for dihydropyrimidine dehydrogenase (DPYD) variants rs11587873 (OR = 0.92; p = 6 × 10⁻⁵) and rs828054 (OR = 1.06; p = 1 × 10⁻⁴). Thirteen variants in the pyrimidine metabolism genes, DPYD, DPYS, PPAT, and TYMS, also interacted significantly with folate in a multivariant analysis (corrected p = 9.9 × 10⁻⁶) but collectively explained only 0.2% of OC risk. Although no other associations were significant after multiple testing correction, variants in SHMT1 in 1-C transfer, previously reported with OC, suggested lower risk at higher folate (p(interaction) = 0.03-0.006).ConclusionVariation in pyrimidine metabolism genes, particularly DPYD, which was previously reported to be associated with OC, may influence risk; however, stratification by folate intake is unlikely to modify disease risk appreciably in these women. SHMT1 SNP-by-folate interactions are plausible but require further validation. Polymorphisms in selected genes in purine metabolism were not associated with OC.

Published
2014

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

Author

Walsh, Christine, Lester, Jenny, Jensen, Allan, Kjær, Susanne, Høgdall, Claus, Høgdall, Estrid, Lundvall, Lene, Sellers, Thomas, Fridley, Brooke, Goode, Ellen, Cunningham, Julie, Vierkant, Robert, Giles, Graham, Baglietto, Laura, Severi, Gianluca, Southey, Melissa, Liang, Dong, Wu, Xifeng, Lu, Karen, Hildebrandt, Michelle, Levine, Douglas, Bisogna, Maria, Schildkraut, Joellen, Iversen, Edwin, Weber, Rachel, Berchuck, Andrew, Cramer, Daniel, Terry, Kathryn, Poole, Elizabeth, Tworoger, Shelley, Bandera, Elisa, Chandran, Urmila, Orlow, Irene, Olson, Sara, Wik, Elisabeth, Salvesen, Helga, Bjorge, Line, Halle, Mari, van Altena, Anne, Aben, Katja, Kiemeney, Lambertus, Massuger, Leon, Pejovic, Tanja, Bean, Yukie, Cybulski, Cezary, Gronwald, Jacek, Lubinski, Jan, Wentzensen, Nicolas, Brinton, Louise, Lissowska, Jolanta, Garcia-Closas, Montserrat, Dicks, Ed, Dennis, Joe, Easton, Douglas, Song, Honglin, Tyrer, Jonathan, Pharoah, Paul, Eccles, Diana, Campbell, Ian, Whittemore, Alice, McGuire, Valerie, Sieh, Weiva, Rothstein, Joseph, Flanagan, James, Paul, James, Brown, Robert, Phelan, Catherine, Risch, Harvey, McLaughlin, John, Narod, Steven, Ziogas, Argyrios, Anton-Culver, Hoda, Gentry-Maharaj, Aleksandra, Menon, Usha, Gayther, Simon, Ramus, Susan, Wu, Anna, Pearce, Celeste, Pike, Malcolm, Dansonka-Mieszkowska, Agnieszka, Rzepecka, Iwona, Szafron, Lukasz, Kupryjanczyk, Jolanta, Cook, Linda, Le, Nhu, Brooks-Wilson, Angela, Earp, Madalene, Kelemen, Linda, Magliocco, Anthony, Swenerton, Kenneth, Chenevix-Trench, Georgia, Lu, Yi, Hein, Alexander, Ekici, Arif, Beckmann, Matthias, Fasching, Peter, Lambrechts, Diether, Despierre, Evelyn, Vergote, Ignace, and Lambrechts, Sandrina

Subjects
Alleles, Carcinoma, Ovarian Epithelial, DNA, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Neoplasms, Glandular and Epithelial, Ovarian Neoplasms, Polymorphism, Single Nucleotide, Quality Control
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

Published
2014

37. A large-scale assessment of two-way SNP interactions in breast cancer susceptibility using 46,450 cases and 42,461 controls from the breast cancer association consortium.

Author

Milne, Roger, Herranz, Jesús, Michailidou, Kyriaki, Dennis, Joe, Tyrer, Jonathan, Zamora, M, Arias-Perez, José, González-Neira, Anna, Pita, Guillermo, Alonso, M, Wang, Qin, Bolla, Manjeet, Czene, Kamila, Eriksson, Mikael, Humphreys, Keith, Darabi, Hatef, Li, Jingmei, Orr, Nicholas, Schoemaker, Minouk, Jakubowska, Anna, Lubinski, Jan, Jaworska-Bieniek, Katarzyna, Durda, Katarzyna, Andrulis, Irene, Knight, Julia, Glendon, Gord, Mulligan, Anna, Bojesen, Stig, Nordestgaard, Børge, Flyger, Henrik, Nevanlinna, Heli, Muranen, Taru, Aittomäki, Kristiina, Blomqvist, Carl, Chang-Claude, Jenny, Rudolph, Anja, Seibold, Petra, Flesch-Janys, Dieter, Wang, Xianshu, Olson, Janet, Vachon, Celine, Purrington, Kristen, Winqvist, Robert, Pylkäs, Katri, Jukkola-Vuorinen, Arja, Grip, Mervi, Dunning, Alison, Shah, Mitul, Guénel, Pascal, Truong, Thérèse, Sanchez, Marie, Mulot, Claire, Brenner, Hermann, Dieffenbach, Aida, Arndt, Volker, Stegmaier, Christa, Lindblom, Annika, Margolin, Sara, Hooning, Maartje, Hollestelle, Antoinette, Collée, J, Jager, Agnes, Cox, Angela, Brock, Ian, Reed, Malcolm, Devilee, Peter, Tollenaar, Robert, Seynaeve, Caroline, Haiman, Christopher, Henderson, Brian, Schumacher, Fredrick, Le Marchand, Loic, Simard, Jacques, Dumont, Martine, Soucy, Penny, Dörk, Thilo, Bogdanova, Natalia, Hamann, Ute, Försti, Asta, Rüdiger, Thomas, Ulmer, Hans-Ulrich, Fasching, Peter, Häberle, Lothar, Ekici, Arif, Beckmann, Matthias, Fletcher, Olivia, Johnson, Nichola, dos Santos Silva, Isabel, Peto, Julian, Radice, Paolo, Peterlongo, Paolo, Peissel, Bernard, Mariani, Paolo, Giles, Graham, Severi, Gianluca, Baglietto, Laura, Sawyer, Elinor, Tomlinson, Ian, Kerin, Michael, and Miller, Nicola

Subjects
Breast Neoplasms, Case-Control Studies, Epistasis, Genetic, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Logistic Models, Polymorphism, Single Nucleotide
Abstract

Part of the substantial unexplained familial aggregation of breast cancer may be due to interactions between common variants, but few studies have had adequate statistical power to detect interactions of realistic magnitude. We aimed to assess all two-way interactions in breast cancer susceptibility between 70,917 single nucleotide polymorphisms (SNPs) selected primarily based on prior evidence of a marginal effect. Thirty-eight international studies contributed data for 46,450 breast cancer cases and 42,461 controls of European origin as part of a multi-consortium project (COGS). First, SNPs were preselected based on evidence (P < 0.01) of a per-allele main effect, and all two-way combinations of those were evaluated by a per-allele (1 d.f.) test for interaction using logistic regression. Second, all 2.5 billion possible two-SNP combinations were evaluated using Boolean operation-based screening and testing, and SNP pairs with the strongest evidence of interaction (P < 10(-4)) were selected for more careful assessment by logistic regression. Under the first approach, 3277 SNPs were preselected, but an evaluation of all possible two-SNP combinations (1 d.f.) identified no interactions at P < 10(-8). Results from the second analytic approach were consistent with those from the first (P > 10(-10)). In summary, we observed little evidence of two-way SNP interactions in breast cancer susceptibility, despite the large number of SNPs with potential marginal effects considered and the very large sample size. This finding may have important implications for risk prediction, simplifying the modelling required. Further comprehensive, large-scale genome-wide interaction studies may identify novel interacting loci if the inherent logistic and computational challenges can be overcome.

Published
2014

38. A large-scale assessment of two-way SNP interactions in breast cancer susceptibility using 46 450 cases and 42 461 controls from the breast cancer association consortium

Author

Milne, Roger L, Herranz, Jesús, Michailidou, Kyriaki, Dennis, Joe, Tyrer, Jonathan P, Zamora, M Pilar, Arias-Perez, José Ignacio, González-Neira, Anna, Pita, Guillermo, Alonso, M Rosario, Wang, Qin, Bolla, Manjeet K, Czene, Kamila, Eriksson, Mikael, Humphreys, Keith, Darabi, Hatef, Li, Jingmei, Anton-Culver, Hoda, Neuhausen, Susan L, Ziogas, Argyrios, Clarke, Christina A, Hopper, John L, Dite, Gillian S, Apicella, Carmel, Southey, Melissa C, Chenevix-Trench, Georgia, Swerdlow, Anthony, Ashworth, Alan, Orr, Nicholas, Schoemaker, Minouk, Jakubowska, Anna, Lubinski, Jan, Jaworska-Bieniek, Katarzyna, Durda, Katarzyna, Andrulis, Irene L, Knight, Julia A, Glendon, Gord, Mulligan, Anna Marie, Bojesen, Stig E, Nordestgaard, Børge G, Flyger, Henrik, Nevanlinna, Heli, Muranen, Taru A, Aittomäki, Kristiina, Blomqvist, Carl, Chang-Claude, Jenny, Rudolph, Anja, Seibold, Petra, Flesch-Janys, Dieter, Wang, Xianshu, Olson, Janet E, Vachon, Celine, Purrington, Kristen, Winqvist, Robert, Pylkäs, Katri, Jukkola-Vuorinen, Arja, Grip, Mervi, Dunning, Alison M, Shah, Mitul, Guénel, Pascal, Truong, Thérèse, Sanchez, Marie, Mulot, Claire, Brenner, Hermann, Dieffenbach, Aida Karina, Arndt, Volker, Stegmaier, Christa, Lindblom, Annika, Margolin, Sara, Hooning, Maartje J, Hollestelle, Antoinette, Collée, J Margriet, Jager, Agnes, Cox, Angela, Brock, Ian W, Reed, Malcolm WR, Devilee, Peter, Tollenaar, Robert AEM, Seynaeve, Caroline, Haiman, Christopher A, Henderson, Brian E, Schumacher, Fredrick, Le Marchand, Loic, Simard, Jacques, Dumont, Martine, Soucy, Penny, Dörk, Thilo, Bogdanova, Natalia V, Hamann, Ute, Försti, Asta, Rüdiger, Thomas, Ulmer, Hans-Ulrich, Fasching, Peter A, Häberle, Lothar, Ekici, Arif B, Beckmann, Matthias W, Fletcher, Olivia, Johnson, Nichola, dos Santos Silva, Isabel, and Peto, Julian

Subjects
Breast Cancer, Human Genome, Genetics, Cancer, Prevention, 2.1 Biological and endogenous factors, Aetiology, Breast Neoplasms, Case-Control Studies, Epistasis, Genetic, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Logistic Models, Polymorphism, Single Nucleotide, kConFab Investigators, Australian Ovarian Cancer Study Group, GENICA Network, TNBCC, Biological Sciences, Medical and Health Sciences, Genetics & Heredity
Abstract

Part of the substantial unexplained familial aggregation of breast cancer may be due to interactions between common variants, but few studies have had adequate statistical power to detect interactions of realistic magnitude. We aimed to assess all two-way interactions in breast cancer susceptibility between 70,917 single nucleotide polymorphisms (SNPs) selected primarily based on prior evidence of a marginal effect. Thirty-eight international studies contributed data for 46,450 breast cancer cases and 42,461 controls of European origin as part of a multi-consortium project (COGS). First, SNPs were preselected based on evidence (P < 0.01) of a per-allele main effect, and all two-way combinations of those were evaluated by a per-allele (1 d.f.) test for interaction using logistic regression. Second, all 2.5 billion possible two-SNP combinations were evaluated using Boolean operation-based screening and testing, and SNP pairs with the strongest evidence of interaction (P < 10(-4)) were selected for more careful assessment by logistic regression. Under the first approach, 3277 SNPs were preselected, but an evaluation of all possible two-SNP combinations (1 d.f.) identified no interactions at P < 10(-8). Results from the second analytic approach were consistent with those from the first (P > 10(-10)). In summary, we observed little evidence of two-way SNP interactions in breast cancer susceptibility, despite the large number of SNPs with potential marginal effects considered and the very large sample size. This finding may have important implications for risk prediction, simplifying the modelling required. Further comprehensive, large-scale genome-wide interaction studies may identify novel interacting loci if the inherent logistic and computational challenges can be overcome.

Published
2014

39. 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
Australian Cancer Study, Australian Ovarian Cancer Study, Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer, Gene Environment Interaction and Breast Cancer, Swedish Breast Cancer Study, Hereditary Breast and Ovarian Cancer Research Group Netherlands, Epidemiological study of BRCA1 & BRCA2 Mutation Carriers, Genetic Modifiers of Cancer Risk in BRCA1/2 Mutation Carriers, Chromatin, Telomere, Humans, Breast Neoplasms, Ovarian Neoplasms, Genetic Predisposition to Disease, Luciferases, Telomerase, RNA, Messenger, Oligonucleotide Array Sequence Analysis, Risk Factors, Case-Control Studies, Gene Expression Profiling, Reverse Transcriptase Polymerase Chain Reaction, DNA Methylation, Alternative Splicing, Genotype, Polymorphism, Single Nucleotide, Female, Genome-Wide Association Study, Genetic Loci, Real-Time Polymerase Chain Reaction, Biomarkers, Tumor, Genetics, Breast Cancer, Cancer, Ovarian Cancer, Rare Diseases, Prevention, 2.1 Biological and endogenous factors, Aetiology, Biological Sciences, Medical and Health Sciences, 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

40. GWAS meta-analysis and replication identifies three new susceptibility loci for ovarian cancer.

Author

Pharoah, Paul DP, Tsai, Ya-Yu, Ramus, Susan J, Phelan, Catherine M, Goode, Ellen L, Lawrenson, Kate, Buckley, Melissa, Fridley, Brooke L, Tyrer, Jonathan P, Shen, Howard, Weber, Rachel, Karevan, Rod, Larson, Melissa C, Song, Honglin, Tessier, Daniel C, Bacot, François, Vincent, Daniel, Cunningham, Julie M, Dennis, Joe, Dicks, Ed, Australian Cancer Study, Australian Ovarian Cancer Study Group, Aben, Katja K, Anton-Culver, Hoda, Antonenkova, Natalia, Armasu, Sebastian M, Baglietto, Laura, Bandera, Elisa V, Beckmann, Matthias W, Birrer, Michael J, Bloom, Greg, Bogdanova, Natalia, Brenton, James D, Brinton, Louise A, Brooks-Wilson, Angela, Brown, Robert, Butzow, Ralf, Campbell, Ian, Carney, Michael E, Carvalho, Renato S, Chang-Claude, Jenny, Chen, Y Anne, Chen, Zhihua, Chow, Wong-Ho, Cicek, Mine S, Coetzee, Gerhard, Cook, Linda S, Cramer, Daniel W, Cybulski, Cezary, Dansonka-Mieszkowska, Agnieszka, Despierre, Evelyn, Doherty, Jennifer A, Dörk, Thilo, du Bois, Andreas, Dürst, Matthias, Eccles, Diana, Edwards, Robert, Ekici, Arif B, Fasching, Peter A, Fenstermacher, David, Flanagan, James, Gao, Yu-Tang, Garcia-Closas, Montserrat, Gentry-Maharaj, Aleksandra, Giles, Graham, Gjyshi, Anxhela, Gore, Martin, Gronwald, Jacek, Guo, Qi, Halle, Mari K, Harter, Philipp, Hein, Alexander, Heitz, Florian, Hillemanns, Peter, Hoatlin, Maureen, Høgdall, Estrid, Høgdall, Claus K, Hosono, Satoyo, Jakubowska, Anna, Jensen, Allan, Kalli, Kimberly R, Karlan, Beth Y, Kelemen, Linda E, Kiemeney, Lambertus A, Kjaer, Susanne Krüger, Konecny, Gottfried E, Krakstad, Camilla, Kupryjanczyk, Jolanta, Lambrechts, Diether, Lambrechts, Sandrina, Le, Nhu D, Lee, Nathan, Lee, Janet, Leminen, Arto, Lim, Boon Kiong, Lissowska, Jolanta, Lubiński, Jan, Lundvall, Lene, Lurie, Galina, and Massuger, Leon FAG

Subjects
Australian Cancer Study, Australian Ovarian Cancer Study Group, Humans, Cystadenocarcinoma, Serous, Ovarian Neoplasms, Neoplasm Invasiveness, Genetic Predisposition to Disease, Risk Factors, Case-Control Studies, Cooperative Behavior, Genotype, Polymorphism, Single Nucleotide, Female, Meta-Analysis as Topic, Genome-Wide Association Study, Genetic Loci, Gene-Environment Interaction, Cancer, Human Genome, Prevention, Genetics, Rare Diseases, Ovarian Cancer, Aetiology, 2.1 Biological and endogenous factors, Biological Sciences, Medical and Health Sciences, Developmental Biology
Abstract

Genome-wide association studies (GWAS) have identified four susceptibility loci for epithelial ovarian cancer (EOC), with another two suggestive loci reaching near genome-wide significance. We pooled data from a GWAS conducted in North America with another GWAS from the UK. We selected the top 24,551 SNPs for inclusion on the iCOGS custom genotyping array. We performed follow-up genotyping in 18,174 individuals with EOC (cases) and 26,134 controls from 43 studies from the Ovarian Cancer Association Consortium. We validated the two loci at 3q25 and 17q21 that were previously found to have associations close to genome-wide significance and identified three loci newly associated with risk: two loci associated with all EOC subtypes at 8q21 (rs11782652, P = 5.5 × 10(-9)) and 10p12 (rs1243180, P = 1.8 × 10(-8)) and another locus specific to the serous subtype at 17q12 (rs757210, P = 8.1 × 10(-10)). An integrated molecular analysis of genes and regulatory regions at these loci provided evidence for functional mechanisms underlying susceptibility and implicated CHMP4C in the pathogenesis of ovarian cancer.

Published
2013

41. Inherited variants in regulatory T cell genes and outcome of ovarian cancer.

Author

Goode, Ellen L, DeRycke, Melissa, Kalli, Kimberly R, Oberg, Ann L, Cunningham, Julie M, Maurer, Matthew J, Fridley, Brooke L, Armasu, Sebastian M, Serie, Daniel J, Ramar, Priya, Goergen, Krista, Vierkant, Robert A, Rider, David N, Sicotte, Hugues, Wang, Chen, Winterhoff, Boris, Phelan, Catherine M, Schildkraut, Joellen M, Weber, Rachel P, Iversen, Ed, Berchuck, Andrew, Sutphen, Rebecca, Birrer, Michael J, Hampras, Shalaka, Preus, Leah, Gayther, Simon A, Ramus, Susan J, Wentzensen, Nicolas, Yang, Hannah P, Garcia-Closas, Montserrat, Song, Honglin, Tyrer, Jonathan, Pharoah, Paul PD, Konecny, Gottfried, Sellers, Thomas A, Ness, Roberta B, Sucheston, Lara E, Odunsi, Kunle, Hartmann, Lynn C, Moysich, Kirsten B, and Knutson, Keith L

Subjects
Humans, Ovarian Neoplasms, Genetic Predisposition to Disease, Antigens, CD80, Follow-Up Studies, Gene Expression Regulation, Neoplastic, Polymorphism, Single Nucleotide, Alleles, Quantitative Trait Loci, Aged, Middle Aged, Female, T-Lymphocytes, Regulatory, Genome-Wide Association Study, B7-1 Antigen, Gene Expression Regulation, Neoplastic, Polymorphism, Single Nucleotide, T-Lymphocytes, Regulatory, General Science & Technology
Abstract

Although ovarian cancer is the most lethal of gynecologic malignancies, wide variation in outcome following conventional therapy continues to exist. The presence of tumor-infiltrating regulatory T cells (Tregs) has a role in outcome of this disease, and a growing body of data supports the existence of inherited prognostic factors. However, the role of inherited variants in genes encoding Treg-related immune molecules has not been fully explored. We analyzed expression quantitative trait loci (eQTL) and sequence-based tagging single nucleotide polymorphisms (tagSNPs) for 54 genes associated with Tregs in 3,662 invasive ovarian cancer cases. With adjustment for known prognostic factors, suggestive results were observed among rarer histological subtypes; poorer survival was associated with minor alleles at SNPs in RGS1 (clear cell, rs10921202, p=2.7×10(-5)), LRRC32 and TNFRSF18/TNFRSF4 (mucinous, rs3781699, p=4.5×10(-4), and rs3753348, p=9.0×10(-4), respectively), and CD80 (endometrioid, rs13071247, p=8.0×10(-4)). Fo0r the latter, correlative data support a CD80 rs13071247 genotype association with CD80 tumor RNA expression (p=0.006). An additional eQTL SNP in CD80 was associated with shorter survival (rs7804190, p=8.1×10(-4)) among all cases combined. As the products of these genes are known to affect induction, trafficking, or immunosuppressive function of Tregs, these results suggest the need for follow-up phenotypic studies.

Published
2013

42. Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index

Author

Speliotes, Elizabeth K, Willer, Cristen J, Berndt, Sonja I, Monda, Keri L, Thorleifsson, Gudmar, Jackson, Anne U, Allen, Hana Lango, Lindgren, Cecilia M, Luan, Jian'an, Mägi, Reedik, Randall, Joshua C, Vedantam, Sailaja, Winkler, Thomas W, Qi, Lu, Workalemahu, Tsegaselassie, Heid, Iris M, Steinthorsdottir, Valgerdur, Stringham, Heather M, Weedon, Michael N, Wheeler, Eleanor, Wood, Andrew R, Ferreira, Teresa, Weyant, Robert J, Segrè, Ayellet V, Estrada, Karol, Liang, Liming, Nemesh, James, Park, Ju-Hyun, Gustafsson, Stefan, Kilpeläinen, Tuomas O, Yang, Jian, Bouatia-Naji, Nabila, Esko, Tõnu, Feitosa, Mary F, Kutalik, Zoltán, Mangino, Massimo, Raychaudhuri, Soumya, Scherag, Andre, Smith, Albert Vernon, Welch, Ryan, Zhao, Jing Hua, Aben, Katja K, Absher, Devin M, Amin, Najaf, Dixon, Anna L, Fisher, Eva, Glazer, Nicole L, Goddard, Michael E, Heard-Costa, Nancy L, Hoesel, Volker, Hottenga, Jouke-Jan, Johansson, Åsa, Johnson, Toby, Ketkar, Shamika, Lamina, Claudia, Li, Shengxu, Moffatt, Miriam F, Myers, Richard H, Narisu, Narisu, Perry, John RB, Peters, Marjolein J, Preuss, Michael, Ripatti, Samuli, Rivadeneira, Fernando, Sandholt, Camilla, Scott, Laura J, Timpson, Nicholas J, Tyrer, Jonathan P, van Wingerden, Sophie, Watanabe, Richard M, White, Charles C, Wiklund, Fredrik, Barlassina, Christina, Chasman, Daniel I, Cooper, Matthew N, Jansson, John-Olov, Lawrence, Robert W, Pellikka, Niina, Prokopenko, Inga, Shi, Jianxin, Thiering, Elisabeth, Alavere, Helene, Alibrandi, Maria TS, Almgren, Peter, Arnold, Alice M, Aspelund, Thor, Atwood, Larry D, Balkau, Beverley, Balmforth, Anthony J, Bennett, Amanda J, Ben-Shlomo, Yoav, Bergman, Richard N, Bergmann, Sven, Biebermann, Heike, Blakemore, Alexandra IF, Boes, Tanja, Bonnycastle, Lori L, Bornstein, Stefan R, Brown, Morris J, and Buchanan, Thomas A

Subjects
Biological Sciences, Genetics, Prevention, Human Genome, Body Height, Body Mass Index, Body Size, Body Weight, Chromosome Mapping, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Obesity, Polymorphism, Single Nucleotide, White People, MAGIC, Procardis Consortium, Medical and Health Sciences, Developmental Biology, Agricultural biotechnology, Bioinformatics and computational biology
Abstract

Obesity is globally prevalent and highly heritable, but its underlying genetic factors remain largely elusive. To identify genetic loci for obesity susceptibility, we examined associations between body mass index and ∼ 2.8 million SNPs in up to 123,865 individuals with targeted follow up of 42 SNPs in up to 125,931 additional individuals. We confirmed 14 known obesity susceptibility loci and identified 18 new loci associated with body mass index (P < 5 × 10⁻⁸), one of which includes a copy number variant near GPRC5B. Some loci (at MC4R, POMC, SH2B1 and BDNF) map near key hypothalamic regulators of energy balance, and one of these loci is near GIPR, an incretin receptor. Furthermore, genes in other newly associated loci may provide new insights into human body weight regulation.

Published
2010

43. Hundreds of variants clustered in genomic loci and biological pathways affect human height

Author

Lango Allen, Hana, Estrada, Karol, Lettre, Guillaume, Berndt, Sonja I, Weedon, Michael N, Rivadeneira, Fernando, Willer, Cristen J, Jackson, Anne U, Vedantam, Sailaja, Raychaudhuri, Soumya, Ferreira, Teresa, Wood, Andrew R, Weyant, Robert J, Segrè, Ayellet V, Speliotes, Elizabeth K, Wheeler, Eleanor, Soranzo, Nicole, Park, Ju-Hyun, Yang, Jian, Gudbjartsson, Daniel, Heard-Costa, Nancy L, Randall, Joshua C, Qi, Lu, Vernon Smith, Albert, Mägi, Reedik, Pastinen, Tomi, Liang, Liming, Heid, Iris M, Luan, Jian’an, Thorleifsson, Gudmar, Winkler, Thomas W, Goddard, Michael E, Sin Lo, Ken, Palmer, Cameron, Workalemahu, Tsegaselassie, Aulchenko, Yurii S, Johansson, Åsa, Carola Zillikens, M, Feitosa, Mary F, Esko, Tõnu, Johnson, Toby, Ketkar, Shamika, Kraft, Peter, Mangino, Massimo, Prokopenko, Inga, Absher, Devin, Albrecht, Eva, Ernst, Florian, Glazer, Nicole L, Hayward, Caroline, Hottenga, Jouke-Jan, Jacobs, Kevin B, Knowles, Joshua W, Kutalik, Zoltán, Monda, Keri L, Polasek, Ozren, Preuss, Michael, Rayner, Nigel W, Robertson, Neil R, Steinthorsdottir, Valgerdur, Tyrer, Jonathan P, Voight, Benjamin F, Wiklund, Fredrik, Xu, Jianfeng, Hua Zhao, Jing, Nyholt, Dale R, Pellikka, Niina, Perola, Markus, Perry, John RB, Surakka, Ida, Tammesoo, Mari-Liis, Altmaier, Elizabeth L, Amin, Najaf, Aspelund, Thor, Bhangale, Tushar, Boucher, Gabrielle, Chasman, Daniel I, Chen, Constance, Coin, Lachlan, Cooper, Matthew N, Dixon, Anna L, Gibson, Quince, Grundberg, Elin, Hao, Ke, Juhani Junttila, M, Kaplan, Lee M, Kettunen, Johannes, König, Inke R, Kwan, Tony, Lawrence, Robert W, Levinson, Douglas F, Lorentzon, Mattias, McKnight, Barbara, Morris, Andrew P, Müller, Martina, Suh Ngwa, Julius, Purcell, Shaun, Rafelt, Suzanne, Salem, Rany M, and Salvi, Erika

Subjects
Biological Sciences, Genetics, Health Sciences, Mathematical Sciences, Statistics, Human Genome, Clinical Research, Biotechnology, Aetiology, 2.1 Biological and endogenous factors, Body Height, Chromosomes, Human, Pair 3, Genetic Loci, Genetic Predisposition to Disease, Genome, Human, Genome-Wide Association Study, Humans, Metabolic Networks and Pathways, Multifactorial Inheritance, Phenotype, Polymorphism, Single Nucleotide, General Science & Technology
Abstract

Most common human traits and diseases have a polygenic pattern of inheritance: DNA sequence variants at many genetic loci influence the phenotype. Genome-wide association (GWA) studies have identified more than 600 variants associated with human traits, but these typically explain small fractions of phenotypic variation, raising questions about the use of further studies. Here, using 183,727 individuals, we show that hundreds of genetic variants, in at least 180 loci, influence adult height, a highly heritable and classic polygenic trait. The large number of loci reveals patterns with important implications for genetic studies of common human diseases and traits. First, the 180 loci are not random, but instead are enriched for genes that are connected in biological pathways (P = 0.016) and that underlie skeletal growth defects (P

Published
2010

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

45. Copy Number Variants Are Ovarian Cancer Risk Alleles at Known and Novel Risk Loci

Author

Devries, Amber A, Dennis, Joe, Tyrer, Jonathan P, Peng, Pei-chen, Coetzee, Simon G, Reyes, Alberto L, Plummer, Jasmine T, Davis, Brian D, Chen, Stephanie S, Dezem, Felipe Segato, Aben, Katja K H, Anton-culver, Hoda, Antonenkova, Natalia N, Beckmann, Matthias W, Beeghly-fadiel, Alicia, Berchuck, Andrew, Bogdanova, Natalia V, Bogdanova-markov, Nadja, Brenton, James D, Butzow, Ralf, Campbell, Ian, Chang-claude, Jenny, Chenevix-trench, G, Cook, Linda S, Defazio, A, Doherty, Jennifer A, Dörk, Thilo, Eccles, Diana M, Eliassen, A Heather, Fasching, Peter A, Fortner, Renée T, Giles, Graham G, Goode, Ellen L, Goodman, Marc T, Gronwald, Jacek, Webb, P, Friedlander, M, Obermair, A, Grant, P, Nagle, C, Beesley, V, Chevenix-trench, G, Bowtell, D, Blomfield, P, Brand, A, Davis, A, Leung, Y, Nicklin, J, Quinn, M, Livingstone, K, O'neill, H, Williams, M, Black, A, Hadley, A, Glasgow, A, Garrett, A, Rao, A, Shannon, C, Steer, C, Allen, D, Neesham, D, Otton, G, Au-yeung, G, Goss, G, Wain, G, Gard, G, Robertson, G, Lombard, J, Tan, J, Mcneilage, J, Power, J, Coward, J, Miller, J, Carter, J, Lamont, J, Wong, K M, Reid, K, Perrin, L, Milishkin, L, Nascimento, M, Buck, M, Bunting, M, Harrison, M, Chetty, N, Hacker, N, Mcnally, O, Harnett, P, Beale, P, Awad, R, Mohan, R, Farrell, R, Mcintosh, R, Rome, R, Sayer, R, Houghton, R, Hogg, R, Land, R, Baron-hay, S, Paramasivum, S, Pather, S, Hyde, S, Salfinger, S, Valmadre, S, Jobling, T, Manolitsas, T, Bonaventura, T, Arora, V, Green, A, Gertig, D, Traficante, N, Fereday, S, Moore, S, Hung, J, Harrap, K, Sadkowsky, T, Pandeya, N, Malt, M, Robertson, R, Bergh, T Vanden, Jones, M, Mckenzie, P, Maidens, J, Nattress, K, Chiew, Y E, Stenlake, A, Sullivan, H, Alexander, B, Ashover, P, Brown, S, Corrish, T, Green, L, Jackman, L, Ferguson, K, Martin, K, Martyn, A, Ranieri, B, White, J, Jayde, V, Bowes, L, Mamers, P, Galletta, L, Giles, D, Hendley, J, Alsop, K, Schmidt, T, Shirley, H, Ball, C, Young, C, Viduka, S, Tran, H, Bilic, S, Glavinas, L, Brooks, J, Stuart-harris, R, Kirsten, F, Rutovitz, J, Clingan, P, Proietto, A, Braye, S, Shannon, J, Stewart, J, Begbie, S, Håkansson, Niclas, Hildebrandt, Michelle A T, Huff, Chad, Huntsman, David G, Jensen, Allan, Kar, Siddhartha, Karlan, Beth Y, Khusnutdinova, Elza K, Kiemeney, Lambertus A, Kjaer, Susanne K, Kupryjanczyk, Jolanta, Labrie, Marilyne, Lambrechts, Diether, Le, Nhu D, Lubiński, Jan, May, Taymaa, Menon, Usha, Milne, Roger L, Modugno, Francesmary, Monteiro, Alvaro N, Moysich, Kirsten B, Odunsi, Kunle, Olsson, Håkan, Pearce, Celeste L, Pejovic, Tanja, Ramus, Susan J, Riboli, Elio, Riggan, Marjorie J, Romieu, Isabelle, Sandler, Dale P, Schildkraut, Joellen M, Setiawan, V Wendy, Sieh, Weiva, Song, Honglin, Sutphen, Rebecca, Terry, Kathryn L, Thompson, Pamela J, Titus, Linda, Tworoger, Shelley S, Van Nieuwenhuysen, Els, Edwards, Digna Velez, Webb, Penelope M, Wentzensen, Nicolas, Whittemore, Alice S, Wolk, Alicja, Wu, Anna H, Ziogas, Argyrios, Freedman, Matthew L, Lawrenson, Kate, Pharoah, Paul D P, Easton, Douglas F, Gayther, Simon A, Jones, Michelle R, Helsinki University Hospital Area, Clinicum, Department of Pathology, and HUSLAB

Subjects
Cancer Research, GENES, DNA Copy Number Variations, SUSCEPTIBILITY LOCI, 3122 Cancers, Carcinoma, Ovarian Epithelial, Polymorphism, Single Nucleotide, BREAST, Humans, Genetic Predisposition to Disease, BRCA2 MUTATIONS, GENOME-WIDE ASSOCIATION, Alleles, Ovarian Neoplasms, Cancer och onkologi, Science & Technology, IDENTIFICATION, REARRANGEMENTS, COMMON VARIANTS, GERMLINE MUTATIONS, DELETIONS, Oncology, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Cancer and Oncology, Female, Life Sciences & Biomedicine, Genome-Wide Association Study
Abstract

Background Known risk alleles for epithelial ovarian cancer (EOC) account for approximately 40% of the heritability for EOC. Copy number variants (CNVs) have not been investigated as EOC risk alleles in a large population cohort. Methods Single nucleotide polymorphism array data from 13 071 EOC cases and 17 306 controls of White European ancestry were used to identify CNVs associated with EOC risk using a rare admixture maximum likelihood test for gene burden and a by-probe ratio test. We performed enrichment analysis of CNVs at known EOC risk loci and functional biofeatures in ovarian cancer–related cell types. Results We identified statistically significant risk associations with CNVs at known EOC risk genes; BRCA1 (PEOC = 1.60E-21; OREOC = 8.24), RAD51C (Phigh-grade serous ovarian cancer [HGSOC] = 5.5E-4; odds ratio [OR]HGSOC = 5.74 del), and BRCA2 (PHGSOC = 7.0E-4; ORHGSOC = 3.31 deletion). Four suggestive associations (P Conclusions CNVs in BRCA1 have been previously reported in smaller studies, but their observed frequency in this large population-based cohort, along with the CNVs observed at BRCA2 and RAD51C gene loci in EOC cases, suggests that these CNVs are potentially pathogenic and may contribute to the spectrum of disease-causing mutations in these genes. CNVs are likely to occur in a wider set of susceptibility regions, with potential implications for clinical genetic testing and disease prevention.

Published
2022

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

Author

Coignard, Juliette, Lush, Michael, Beesley, Jonathan, O’Mara, Tracy A., Dennis, Joe, Tyrer, Jonathan P., Barnes, Daniel R., McGuffog, Lesley, Leslie, Goska, Bolla, Manjeet K., Adank, Muriel A., Agata, Simona, Ahearn, Thomas, Aittomäki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Arnold, Norbert, Aronson, Kristan J., Arun, Banu K., Augustinsson, Annelie, Azzollini, Jacopo, Barrowdale, Daniel, Baynes, Caroline, Becher, Heko, Bermisheva, Marina, Bernstein, Leslie, Białkowska, Katarzyna, Blomqvist, Carl, Bojesen, Stig E., Bonanni, Bernardo, Borg, Ake, Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Buys, Saundra S., Caldés, Trinidad, Caligo, Maria A., Campa, Daniele, Carter, Brian D., Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Chung, Wendy K., Claes, Kathleen B. M., Clarke, Christine L., Bertrand, Ophélie, Caputo, Sandrine, Dupré, Anaïs, le Mentec, Marine, Belotti, Muriel, Birot, Anne-Marie, Buecher, Bruno, Fourme, Emmanuelle, Gauthier-Villars, Marion, Golmard, Lisa, Houdayer, Claude, Moncoutier, Virginie, de Pauw, Antoine, Saule, Claire, Sinilnikova, Olga, Mazoyer, Sylvie, Damiola, Francesca, Barjhoux, Laure, Verny-Pierre, Carole, Léone, M. lanie, Boutry-Kryza, Nadia, Calender, Alain, Giraud, Sophie, Caron, Olivier, Guillaud-Bataille, Marine, Bressac-de-Paillerets, Brigitte, Bignon, Yves- Jean, Uhrhammer, Nancy, Lasset, Christine, Bonadona, Valérie, Berthet, Pascaline, Vaur, Dominique, Castera, Laurent, Noguchi, Tetsuro, Popovici, Cornel, Sobol, Hagay, Bourdon, Violaine, Remenieras, Audrey, Noguès, Catherine, Coupier, Isabelle, Pujol, Pascal, Dumont, Aurélie, Révillion, Françoise, Adenis, Claude, Muller, Danièle, Barouk-Simonet, Emmanuelle, Bonnet, Françoise, Bubien, Virginie, Sevenet, Nicolas, Longy, Michel, Toulas, Christine, Guimbaud, Rosine, Gladieff, Laurence, Feillel, Viviane, Leroux, Dominique, Dreyfus, H. lène, Rebischung, Christine, Peysselon, Magalie, Coron, Fanny, Faivre, Laurence, Baurand, Amandine, Jacquot, Caroline, Bertolone, Geoffrey, Lizard, Sarab, Prieur, Fabienne, Lebrun, Marine, Kientz, Caroline, Ferrer, Sandra Fert, Mari, V. ronique, Vénat-Bouvet, Laurence, Delnatte, Capucine, Bézieau, Stéphane, Mortemousque, Isabelle, Coulet, Florence, Colas, Chrystelle, Soubrier, Florent, Warcoin, Mathilde, Sokolowska, Johanna, Bronner, Myriam, Collonge-Rame, Marie-Agnès, Damette, Alexandre, Gesta, Paul, Lallaoui, Hakima, Chiesa, Jean, Molina-Gomes, Denise, Ingster, Olivier, Gregory, Helen, Miedzybrodzka, Zosia, Morrison, Patrick J., Ong, Kai-ren, Donaldson, Alan, Rogers, Mark T., Kennedy, M. John, Porteous, Mary E., Brewer, Carole, Davidson, Rosemarie, Izatt, Louise, Brady, Angela, Barwell, Julian, Adlard, Julian, Foo, Claire, Lalloo, Fiona, Side, Lucy E., Eason, Jacqueline, Henderson, Alex, Walker, Lisa, Eeles, Rosalind A., Cook, Jackie, Snape, Katie, Eccles, Diana, Murray, Alex, McCann, Emma, Collée, J. Margriet, Conroy, Don M., Czene, Kamila, Daly, Mary B., Devilee, Peter, Diez, Orland, Ding, Yuan Chun, Domchek, Susan M., Dörk, Thilo, dos-Santos-Silva, Isabel, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Eliassen, A. Heather, Engel, Christoph, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fostira, Florentia, Friedman, Eitan, Fritschi, Lin, Frost, Debra, Gago-Dominguez, Manuela, Gapstur, Susan M., Garber, Judy, Garcia-Barberan, Vanesa, García-Closas, Montserrat, García-Sáenz, José A., Gaudet, Mia M., Gayther, Simon A., Gehrig, Andrea, Georgoulias, Vassilios, Giles, Graham G., Godwin, Andrew K., Goldberg, Mark S., Goldgar, David E., González-Neira, Anna, Greene, Mark H., Guénel, Pascal, Haeberle, Lothar, Hahnen, Eric, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., He, Wei, Hogervorst, Frans B. L., Hollestelle, Antoinette, Hopper, John L., Horcasitas, Darling J., Hulick, Peter J., Hunter, David J., Imyanitov, Evgeny N., Fox, Stephen, Campbell, Ian, Spurdle, Amanda, Webb, Penny, de Fazio, Anna, Tassell, Margaret, Kirk, Judy, Lindeman, Geoff, Price, Melanie, Southey, Melissa, Milne, Roger, Deb, Sid, Bowtell, David, van der Hout, Annemieke H., van den Ouweland, Ans M. W., Mensenkamp, Arjen R., van Deurzen, Carolien H. M., Kets, Carolien M., Seynaeve, Caroline, van Asperen, Christi J., Aalfs, Cora M., Gómez Garcia, Encarna B., van Leeuwen, Flora E., de Bock, G. H., Meijers-Heijboer, Hanne E. J., Obdeijn, Inge M., Gille, J. J. P., Oosterwijk, Jan C., Wijnen, Juul T., van der Kolk, Lizet E., Hooning, Maartje J., Ausems, Margreet G. E. M., Mourits, Marian J. E., Blok, Marinus J., Rookus, Matti A., van der Luijt, Rob B., van Cronenburg, T. C. T. E. F., van der Pol, Carmen C., Russell, Nicola S., Siesling, Sabine, Overbeek, Lucy, Wijnands, R., de Lange, Judith L., Clarke, Christine, Graham, Dinny, Sachchithananthan, Mythily, Marsh, Deborah, Scott, Rodney, Baxter, Robert, Yip, Desmond, Carpenter, Jane, Davis, Alison, Pathmanathan, Nirmala, Simpson, Peter, Jager, Agnes, Jakubowska, Anna, James, Paul A., Jensen, Uffe Birk, John, Esther M., Jones, Michael E., Kaaks, Rudolf, Kapoor, Pooja Middha, Karlan, Beth Y., Keeman, Renske, Khusnutdinova, Elza, Kiiski, Johanna I., Ko, Yon-Dschun, Kosma, Veli-Matti, Kraft, Peter, Kurian, Allison W., Laitman, Yael, Lambrechts, Diether, le Marchand, Loic, Lester, Jenny, Lesueur, Fabienne, Lindstrom, Tricia, Lopez-Fernández, Adria, Loud, Jennifer T., Luccarini, Craig, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mebirouk, Noura, Meindl, Alfons, Miller, Austin, Milne, Roger L., Montagna, Marco, Nathanson, Katherine L., Neuhausen, Susan L., Nevanlinna, Heli, Nielsen, Finn C., O’Brien, Katie M., Olopade, Olufunmilayo I., Olson, Janet E., Olsson, H. kan, Osorio, Ana, Ottini, Laura, Park-Simon, Tjoung-Won, Parsons, Michael T., Pedersen, Inge Sokilde, Peshkin, Beth, Peterlongo, Paolo, Peto, Julian, Pharoah, Paul D. P., Phillips, Kelly-Anne, Polley, Eric C., Poppe, Bruce, Presneau, Nadege, Pujana, Miquel Angel, Punie, Kevin, Radice, Paolo, Rantala, Johanna, Rashid, Muhammad U., Rennert, Gad, Rennert, Hedy S., Robson, Mark, Romero, Atocha, Rossing, Maria, Saloustros, Emmanouil, Sandler, Dale P., Santella, Regina, Scheuner, Maren T., Schmidt, Marjanka K., Schmidt, Gunnar, Scott, Christopher, Sharma, Priyanka, Soucy, Penny, Southey, Melissa C., Spinelli, John J., Steinsnyder, Zoe, Stone, Jennifer, Stoppa-Lyonnet, Dominique, Swerdlow, Anthony, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Terry, Mary Beth, Teulé, Alex, Thull, Darcy L., Tischkowitz, Marc, Toland, Amanda E., Torres, Diana, Trainer, Alison H., Truong, Thérèse, Tung, Nadine, Vachon, Celine M., Vega, Ana, Vijai, Joseph, Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Weitzel, Jeffrey N., Wendt, Camilla, Wolk, Alicja, Yadav, Siddhartha, Yang, Xiaohong R., Yannoukakos, Drakoulis, Zheng, Wei, Ziogas, Argyrios, Zorn, Kristin K., Park, Sue K., Thomassen, Mads, Offit, Kenneth, Schmutzler, Rita K., Couch, Fergus J., Simard, Jacques, Chenevix-Trench, Georgia, Easton, Douglas F., Andrieu, Nadine, Antoniou, Antonis C., German Cancer Research Center, National Health and Medical Research Council (Australia), United States of Department of Health & Human Services, National Institute for Health Research (Reino Unido), French National Cancer Institute, Ligue Nationale Contre le Cancer (Francia), Cancer Research UK (Reino Unido), Unión Europea. Comisión Europea, Canadian Institutes of Health Research, Cancer Council New South Wales (Australia), KWF Kankerbestrijding, Instituto de Salud Carlos III, Xunta de Galicia (España), Ministerio de Sanidad, Política Social e Igualdad (España), Helmholtz Association, California Breast Cancer Research Program, Federal Ministry of Education & Research (Alemania), Government of Netherlands, Russian Foundation for Basic Research, O’Mara, Tracy A. [0000-0002-5436-3232], Dennis, Joe [0000-0003-4591-1214], Tyrer, Jonathan P. [0000-0003-3724-4757], Barnes, Daniel R. [0000-0002-3781-7570], Leslie, Goska [0000-0001-5756-6222], Ahearn, Thomas [0000-0003-0771-7752], Andrulis, Irene L. [0000-0002-4226-6435], Arndt, Volker [0000-0001-9320-8684], Azzollini, Jacopo [0000-0002-9364-9778], Barrowdale, Daniel [0000-0003-1661-3939], Becher, Heko [0000-0002-8808-6667], Bernstein, Leslie [0000-0002-7692-6518], Bojesen, Stig E. [0000-0002-4061-4133], Bonanni, Bernardo [0000-0003-3589-2128], Brauch, Hiltrud [0000-0001-7531-2736], Caldés, Trinidad [0000-0002-1038-5392], Chanock, Stephen J. [0000-0002-2324-3393], Chung, Wendy K. [0000-0003-3438-5685], Claes, Kathleen B. M. [0000-0003-0841-7372], Collée, J. Margriet [0000-0002-9272-9346], Devilee, Peter [0000-0002-8023-2009], Dörk, Thilo [0000-0002-9458-0282], Dunning, Alison M. [0000-0001-6651-7166], Dwek, Miriam [0000-0001-7184-2932], Eliassen, A. Heather [0000-0002-3961-6609], Fritschi, Lin [0000-0002-7692-3560], García-Closas, Montserrat [0000-0003-1033-2650], García-Sáenz, José A. [0000-0001-6880-0301], Gayther, Simon A. [0000-0001-7937-5443], Giles, Graham G. [0000-0003-4946-9099], Greene, Mark H. [0000-0003-1852-9239], Guénel, Pascal [0000-0002-8359-518X], Håkansson, Niclas [0000-0001-7673-5554], Hart, Steven N. [0000-0001-7714-2734], He, Wei [0000-0003-0161-3274], Hollestelle, Antoinette [0000-0003-1166-1966], Hulick, Peter J. [0000-0001-8397-4078], Jakubowska, Anna [0000-0002-5650-0501], James, Paul A. [0000-0002-4361-4657], Jensen, Uffe Birk [0000-0002-6205-6355], Jones, Michael E. [0000-0001-7479-3451], Kapoor, Pooja Middha [0000-0001-5503-8215], Keeman, Renske [0000-0002-5452-9933], Kraft, Peter [0000-0002-4472-8103], Kurian, Allison W. [0000-0002-6175-9470], Lambrechts, Diether [0000-0002-3429-302X], Lesueur, Fabienne [0000-0001-7404-4549], Martens, John W. M. [0000-0002-3428-3366], Miller, Austin [0000-0001-9739-8462], Milne, Roger L. [0000-0001-5764-7268], Nathanson, Katherine L. [0000-0002-6740-0901], Nevanlinna, Heli [0000-0002-0916-2976], Olopade, Olufunmilayo I. [0000-0002-9936-1599], Olson, Janet E. [0000-0003-4944-7789], Ottini, Laura [0000-0001-8030-0449], Parsons, Michael T. [0000-0003-3242-8477], Pedersen, Inge Sokilde [0000-0002-9902-8040], Peshkin, Beth [0000-0002-2997-4701], Peterlongo, Paolo [0000-0001-6951-6855], Peto, Julian [0000-0002-1685-8912], Pharoah, Paul D. P. [0000-0001-8494-732X], Punie, Kevin [0000-0002-1162-7963], Radice, Paolo [0000-0001-6298-4111], Rennert, Gad [0000-0002-8512-068X], Robson, Mark [0000-0002-3109-1692], Romero, Atocha [0000-0002-1634-7397], Saloustros, Emmanouil [0000-0002-0485-0120], Sandler, Dale P. [0000-0002-6776-0018], Schmidt, Marjanka K. [0000-0002-2228-429X], Scott, Christopher [0000-0003-1340-0647], Stone, Jennifer [0000-0001-5077-0124], Toland, Amanda E. [0000-0002-0271-1792], Truong, Thérèse [0000-0002-2943-6786], Vachon, Celine M. [0000-0002-1962-9322], Vega, Ana [0000-0002-7416-5137], Vijai, Joseph [0000-0002-7933-151X], Weitzel, Jeffrey N. [0000-0001-6714-092X], Wolk, Alicja [0000-0001-7387-6845], Yadav, Siddhartha [0000-0003-4630-9903], Yannoukakos, Drakoulis [0000-0001-7509-3510], Ziogas, Argyrios [0000-0003-4529-3727], Zorn, Kristin K. [0000-0003-2143-8979], Park, Sue K. [0000-0001-5002-9707], Simard, Jacques [0000-0001-6906-3390], Easton, Douglas F. [0000-0003-2444-3247], Apollo - University of Cambridge Repository, Becher, Heiko [0000-0002-8808-6667], RS: GROW - R4 - Reproductive and Perinatal Medicine, MUMC+: DA KG Polikliniek (9), Klinische Genetica, German Cancer Research Center (DKFZ), National Health and Medical Research Council of Australia, United States Department of Health & Human Services National Institutes of Health (NIH) - USA, National Institute for Health Research (NIHR), Institut National du Cancer (INCA) France, Ligue nationale contre le cancer, Cancer Research UK, European Commision, Canadian Institutes of Health Research (CIHR), Cancer Council New South Wales, Accion Estrategica de Salud del Instituto de Salud Carlos III FIS Intrasalud, Xunta de Galicia, Fomento de la Investigacion Clinica Independiente, Ministerio de Sanidad, Servicios Sociales e Igualdad, Spain, Fondo de Investigacion Sanitario, California Breast Cancer Research Fund, Federal Ministry of Education & Research (BMBF), Netherlands Government, Russian Foundation for Basic Research (RFBR), O'Mara, Tracy A [0000-0002-5436-3232], Tyrer, Jonathan P [0000-0003-3724-4757], Barnes, Daniel R [0000-0002-3781-7570], Andrulis, Irene L [0000-0002-4226-6435], Bojesen, Stig E [0000-0002-4061-4133], Chanock, Stephen J [0000-0002-2324-3393], Chung, Wendy K [0000-0003-3438-5685], Claes, Kathleen BM [0000-0003-0841-7372], Collée, J Margriet [0000-0002-9272-9346], Dunning, Alison M [0000-0001-6651-7166], Eliassen, A Heather [0000-0002-3961-6609], García-Sáenz, José A [0000-0001-6880-0301], Gayther, Simon A [0000-0001-7937-5443], Giles, Graham G [0000-0003-4946-9099], Greene, Mark H [0000-0003-1852-9239], Hart, Steven N [0000-0001-7714-2734], Hulick, Peter J [0000-0001-8397-4078], James, Paul A [0000-0002-4361-4657], Jones, Michael E [0000-0001-7479-3451], Kurian, Allison W [0000-0002-6175-9470], Martens, John WM [0000-0002-3428-3366], Milne, Roger L [0000-0001-5764-7268], Nathanson, Katherine L [0000-0002-6740-0901], Olopade, Olufunmilayo I [0000-0002-9936-1599], Olson, Janet E [0000-0003-4944-7789], Parsons, Michael T [0000-0003-3242-8477], Pharoah, Paul DP [0000-0001-8494-732X], Sandler, Dale P [0000-0002-6776-0018], Schmidt, Marjanka K [0000-0002-2228-429X], Toland, Amanda E [0000-0002-0271-1792], Vachon, Celine M [0000-0002-1962-9322], Weitzel, Jeffrey N [0000-0001-6714-092X], Zorn, Kristin K [0000-0003-2143-8979], Park, Sue K [0000-0001-5002-9707], Easton, Douglas F [0000-0003-2444-3247], HUS Comprehensive Cancer Center, Department of Oncology, Clinicum, INDIVIDRUG - Individualized Drug Therapy, HUS Gynecology and Obstetrics, Department of Obstetrics and Gynecology, Institut Català de la Salut, [Coignard J] Genetic Epidemiology of Cancer team, Inserm, U900, Paris, France. Institut Curie Paris, Paris, France. Mines ParisTech Fontainebleau, Paris, France. Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK. PSL University Paris, Paris, France. Paris Sud University, Orsay, France. [Lush M, Dennis J] Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK. [Beesley J, O'Mara TA] Department of Genetics and Computational Biology QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia. [Tyrer JP] Centre for Cancer Genetic Epidemiology, Department of Oncology University of Cambridge, Cambridge, UK. [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. [Lopez-Fernández A] High Risk and Cancer Prevention Group, Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain, Vall d'Hebron Barcelona Hospital Campus, ​Basic and Translational Research and Imaging Methodology Development in Groningen (BRIDGE), Life Course Epidemiology (LCE), Damage and Repair in Cancer Development and Cancer Treatment (DARE), Targeted Gynaecologic Oncology (TARGON), Human Genetics, ARD - Amsterdam Reproduction and Development, Human genetics, Amsterdam Neuroscience - Complex Trait Genetics, CCA - Cancer biology and immunology, Clinical Genetics, Medical Oncology, Pathology, and Radiology & Nuclear Medicine

Subjects
0301 basic medicine, Linkage disequilibrium, endocrine system diseases, Neoplasms::Neoplasms by Site::Breast Neoplasms [DISEASES], 45/43, General Physics and Astronomy, Genome-wide association study, Linkage Disequilibrium, Breast cancer, 0302 clinical medicine, 3123 Gynaecology and paediatrics, Risk Factors, Genotype, breast neoplasms, Medicine and Health Sciences, 631/208/68, skin and connective tissue diseases, Cancer genetics, adult, alleles, BRCA1 protein, BRCA2 protein, female, genetic predisposition to disease, genome-wide association study, genotype, humans, linkage disequilibrium, middle aged, mutation, quantitative trait loci, risk factors, polymorphism, single nucleotide, HEBON Investigators, Genetics, neoplasias::neoplasias por localización::neoplasias de la mama [ENFERMEDADES], education.field_of_study, Women's cancers Radboud Institute for Molecular Life Sciences [Radboudumc 17], Multidisciplinary, Otros calificadores::Otros calificadores::/genética [Otros calificadores], BRCA1 Protein, Genetic Predisposition to Disease/genetics, article, Single Nucleotide, Middle Aged, BRCA2 Protein/genetics, 3. Good health, Mama - Càncer - Factors de risc, 030220 oncology & carcinogenesis, Mutation (genetic algorithm), Genome-Wide Association Study/methods, Medical genetics, Female, Medical Genetics, 692/499, Adult, medicine.medical_specialty, 45/61, Science, 3122 Cancers, Population, Quantitative Trait Loci, Genetic Phenomena::Genetic Variation::Mutation [PHENOMENA AND PROCESSES], ABCTB Investigators, 631/67/2324, Breast Neoplasms, Biology, Breast Neoplasms/genetics, Polymorphism, Single Nucleotide, General Biochemistry, Genetics and Molecular Biology, Càncer de mama, GEMO Study Collaborators, 03 medical and health sciences, Cancer epidemiology, SDG 3 - Good Health and Well-being, Other subheadings::Other subheadings::/genetics [Other subheadings], medicine, Humans, Genetic Predisposition to Disease, Allele, Polymorphism, education, EMBRACE Collaborators, fenómenos genéticos::variación genética::mutación [FENÓMENOS Y PROCESOS], Alleles, Medicinsk genetik, BRCA2 Protein, Mutació (Biologia), General Chemistry, 631/67/1347, Genotype frequency, 030104 developmental biology, Mutation, Mama - Càncer - Aspectes genètics, BRCA1 Protein/genetics, 3111 Biomedicine, KConFab Investigators, Quantitative Trait Loci/genetics, Genètica, Genome-Wide Association Study
Abstract

Breast cancer (BC) risk for BRCA1 and BRCA2 mutation carriers varies by genetic and familial factors. About 50 common variants have been shown to modify BC risk for mutation carriers. All but three, were identified in general population studies. Other mutation carrier-specific susceptibility variants may exist but studies of mutation carriers have so far been underpowered. We conduct a novel case-only genome-wide association study comparing genotype frequencies between 60,212 general population BC cases and 13,007 cases with BRCA1 or BRCA2 mutations. We identify robust novel associations for 2 variants with BC for BRCA1 and 3 for BRCA2 mutation carriers, P, Breast cancer risk for BRCA1/BRCA2 mutation carriers varies depending on other genetic factors. Here, the authors perform a case-only genome-wide association study and highlight novel loci associated with breast cancer risk for BRCA1/BRCA2 mutation carriers.

Published
2021

47. Functional Analysis and Fine Mapping of the 9p22.2 Ovarian Cancer Susceptibility Locus

Author

Buckley, Melissa A, Woods, Nicholas T, Tyrer, Jonathan P, Mendoza-Fandiño, Gustavo, Lawrenson, Kate, Hazelett, Dennis J, Najafabadi, Hamed S, Gjyshi, Anxhela, Carvalho, Renato S, Lyra, Paulo C, Coetzee, Simon G, Shen, Howard C, Yang, Ally W, Earp, Madalene A, Yoder, Sean J, Risch, Harvey, Chenevix-Trench, Georgia, Ramus, Susan J, Phelan, Catherine M, Coetzee, Gerhard A, Noushmehr, Houtan, Hughes, Timothy R, Sellers, Thomas A, Goode, Ellen L, Pharoah, Paul D, Gayther, Simon A, Monteiro, Alvaro NA, Ovarian Cancer Association Consortium, Lawrenson, Kate [0000-0002-6469-2515], Hazelett, Dennis J [0000-0003-0749-9935], Najafabadi, Hamed S [0000-0003-2735-4231], Coetzee, Simon G [0000-0003-4267-5930], Yoder, Sean J [0000-0003-0005-7798], Coetzee, Gerhard A [0000-0003-4267-5930], Noushmehr, Houtan [0000-0003-4051-8114], and Apollo - University of Cambridge Repository

Subjects
Ovarian Cancer Association Consortium, Oncology and Carcinogenesis, Cystadenocarcinoma, Cell Cycle Proteins, Carcinoma, Ovarian Epithelial, Polymorphism, Single Nucleotide, Chromosomes, Linkage Disequilibrium, Cell Line, Rare Diseases, Ovarian Epithelial, Cell Line, Tumor, Genetics, 2.1 Biological and endogenous factors, Humans, Genetic Predisposition to Disease, Oncology & Carcinogenesis, Polymorphism, Aetiology, Cancer, Ovarian Neoplasms, Tumor, Base Sequence, Prevention, Carcinoma, Human Genome, Serous, Chromosome Mapping, DNA, Single Nucleotide, DNA, Neoplasm, Ovarian Cancer, Cystadenocarcinoma, Serous, DNA-Binding Proteins, HEK293 Cells, Neoplasm, Female, Chromosomes, Human, Pair 9, Human, Pair 9, Biotechnology, Genome-Wide Association Study
Abstract

Genome-wide association studies have identified 40 ovarian cancer risk loci. However, the mechanisms underlying these associations remain elusive. In this study, we conducted a two-pronged approach to identify candidate causal SNPs and assess underlying biological mechanisms at chromosome 9p22.2, the first and most statistically significant associated locus for ovarian cancer susceptibility. Three transcriptional regulatory elements with allele-specific effects and a scaffold/matrix attachment region were characterized and, through physical DNA interactions, BNC2 was established as the most likely target gene. We determined the consensus binding sequence for BNC2 in vitro, verified its enrichment in BNC2 ChIP-seq regions, and validated a set of its downstream target genes. Fine-mapping by dense regional genotyping in over 15,000 ovarian cancer cases and 30,000 controls identified SNPs in the scaffold/matrix attachment region as among the most likely causal variants. This study reveals a comprehensive regulatory landscape at 9p22.2 and proposes a likely mechanism of susceptibility to ovarian cancer. SIGNIFICANCE: Mapping the 9p22.2 ovarian cancer risk locus identifies BNC2 as an ovarian cancer risk gene.See related commentary by Choi and Brown, p. 439.

Published
2018
Full Text
View/download PDF

48. Rare and low-frequency coding variants alter human adult height

Author

Marouli, Eirini, Graff, Mariaelisa, Medina-Gomez, Carolina, Lo, Ken Sin, Wood, Andrew R, Kjaer, Troels R, Fine, Rebecca S, Lu, Yingchang, Schurmann, Claudia, Highland, Heather M, Rueger, Sina, Thorleifsson, Gudmar, Justice, Anne E, Lamparter, David, Stirrups, Kathleen E, Turcot, Valerie, Young, Kristin L, Winkler, Thomas W, Esko, Tonu, Karaderi, Tugce, Locke, Adam E, Masca, Nicholas GD, Ng, Maggie CY, Mudgal, Poorva, Rivas, Manuel A, Vedantam, Sailaja, Mahajan, Anubha, Guo, Xiuqing, Abecasis, Goncalo, Aben, Katja K, Adair, Linda S, Alam, Dewan S, Albrecht, Eva, Allin, Kristine H, Allison, Matthew, Amouyel, Philippe, Appel, Emil V, Arveiler, Dominique, Asselbergs, Folkert W, Auer, Paul L, Balkau, Beverley, Banas, Bernhard, Bang, Lia E, Benn, Marianne, Bergmann, Sven, Bielak, Lawrence F, Blueher, Matthias, Boeing, Heiner, Boerwinkle, Eric, Boeger, Carsten A, Bonnycastle, Lori L, Bork-Jensen, Jette, Bots, Michiel L, Bottinger, Erwin P, Bowden, Donald W, Brandslund, Ivan, Breen, Gerome, Brilliant, Murray H, Broer, Linda, Burt, Amber A, Butterworth, Adam S, Carey, David J, Caulfield, Mark J, Chambers, John C, Chasman, Daniel I, Chen, Yii-Der Ida, Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y, Cocca, Massimiliano, Collins, Francis S, Cook, James P, Corley, Janie, Galbany, Jordi Corominas, Cox, Amanda J, Cuellar-Partida, Gabriel, Danesh, John, Davies, Gail, de Bakker, Paul IW, de Borst, Gert J, de Denus, Simon, de Groot, Mark CH, de Mutsert, Renee, Deary, Ian J, Dedoussis, George, Demerath, Ellen W, den Hollander, Anneke I, Dennis, Joe G, Di Angelantonio, Emanuele, Drenos, Fotios, Du, Mengmeng, Dunning, Alison M, Easton, Douglas F, Ebeling, Tapani, Edwards, Todd L, Ellinor, Patrick T, Elliott, Paul, Evangelou, Evangelos, Farmaki, Aliki-Eleni, Faul, Jessica D, Feitosa, Mary F, Feng, Shuang, Ferrannini, Ele, Ferrario, Marco M, Ferrieres, Jean, Florez, Jose C, Ford, Ian, Fornage, Myriam, Franks, Paul W, Frikke-Schmidt, Ruth, Galesloot, Tessel E, Gan, Wei, Gandin, Ilaria, Gasparini, Paolo, Giedraitis, Vilmantas, Giri, Ayush, Girotto, Giorgia, Gordon, Scott D, Gordon-Larsen, Penny, Gorski, Mathias, Grarup, Niels, Grove, Megan L, Gudnason, Vilmundur, Gustafsson, Stefan, Hansen, Torben, Harris, Kathleen Mullan, Harris, Tamara B, Hattersley, Andrew T, Hayward, Caroline, He, Liang, Heid, Iris M, Heikkila, Kauko, Helgeland, Oyvind, Hernesniemi, Jussi, Hewitt, Alex W, Hocking, Lynne J, Hollensted, Mette, Holmen, Oddgeir L, Hovingh, G Kees, Howson, Joanna MM, Hoyng, Carel B, Huang, Paul L, Hveem, Kristian, Ikram, M Arfan, Ingelsson, Erik, Jackson, Anne U, Jansson, Jan-Hakan, Jarvik, Gail P, Jensen, Gorm B, Jhun, Min A, Jia, Yucheng, Jiang, Xuejuan, Johansson, Stefan, Jorgensen, Marit E, Jorgensen, Torben, Jousilahti, Pekka, Jukema, J Wouter, Kahali, Bratati, Kahn, Rene S, Kahonen, Mika, Kamstrup, Pia R, Kanoni, Stavroula, Kaprio, Jaakko, Karaleftheri, Maria, Kardia, Sharon LR, Karpe, Fredrik, Kee, Frank, Keeman, Renske, Kiemeney, Lambertus A, Kitajima, Hidetoshi, Kluivers, Kirsten B, Kocher, Thomas, Komulainen, Pirjo, Kontto, Jukka, Kooner, Jaspal S, Kooperberg, Charles, Kovacs, Peter, Kriebel, Jennifer, Kuivaniemi, Helena, Kury, Sebastien, Kuusisto, Johanna, La Bianca, Martina, Laakso, Markku, Lakka, Timo A, Lange, Ethan M, Lange, Leslie A, Langefeld, Carl D, Langenberg, Claudia, Larson, Eric B, Lee, I-Te, Lehtimaki, Terho, Lewis, Cora E, Li, Huaixing, Li, Jin, Li-Gao, Ruifang, Lin, Honghuang, Lin, Li-An, Lin, Xu, Lind, Lars, Lindstrom, Jaana, Linneberg, Allan, Liu, Yeheng, Liu, Yongmei, Lophatananon, Artitaya, Luan, Jian'an, Lubitz, Steven A, Lyytikainen, Leo-Pekka, Mackey, David A, Madden, Pamela AF, Manning, Alisa K, Mannisto, Satu, Marenne, Gaelle, Marten, Jonathan, Martin, Nicholas G, Mazul, Angela L, Meidtner, Karina, Metspalu, Andres, Mitchell, Paul, Mohlke, Karen L, Mook-Kanamori, Dennis O, Morgan, Anna, Morris, Andrew D, Morris, Andrew P, Mueller-Nurasyid, Martina, Munroe, Patricia B, Nalls, Mike A, Nauck, Matthias, Nelson, Christopher P, Neville, Matt, Nielsen, Sune F, Nikus, Kjell, Njolstad, Pal R, Nordestgaard, Borge G, Ntalla, Ioanna, O'Connel, Jeffrey R, Oksa, Heikki, Loohuis, Loes M Olde, Ophoff, Roel A, Owen, Katharine R, Packard, Chris J, Padmanabhan, Sandosh, Palmer, Colin NA, Pasterkamp, Gerard, Patel, Aniruddh P, Pattie, Alison, Pedersen, Oluf, Peissig, Peggy L, Peloso, Gina M, Pennell, Craig E, Perola, Markus, Perry, James A, Perry, John RB, Person, Thomas N, Pirie, Ailith, Polasek, Ozren, Posthuma, Danielle, Raitakari, Olli T, Rasheed, Asif, Rauramaa, Rainer, Reilly, Dermot F, Reiner, Alex P, Renstrom, Frida, Ridker, Paul M, Rioux, John D, Robertson, Neil, Robino, Antonietta, Rolandsson, Olov, Rudan, Igor, Ruth, Katherine S, Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J, Sandow, Kevin, Sapkota, Yadav, Sattar, Naveed, Schmidt, Marjanka K, Schreiner, Pamela J, Schulze, Matthias B, Scott, Robert A, Segura-Lepe, Marcelo P, Shah, Svati, Sim, Xueling, Sivapalaratnam, Suthesh, Small, Kerrin S, Smith, Albert Vernon, Smith, Jennifer A, Southam, Lorraine, Spector, Timothy D, Speliotes, Elizabeth K, Starr, John M, Steinthorsdottir, Valgerdur, Stringham, Heather M, Stumvoll, Michael, Surendran, Praveen, 't Hart, Leen M, Tansey, Katherine E, Tardif, Jean-Claude, Taylor, Kent D, Teumer, Alexander, Thompson, Deborah J, Thorsteinsdottir, Unnur, Thuesen, Betina H, Toenjes, Anke, Tromp, Gerard, Trompet, Stella, Tsafantakis, Emmanouil, Tuomilehto, Jaakko, Tybjaerg-Hansen, Anne, Tyrer, Jonathan P, Uher, Rudolf, Uitterlinden, Andre G, Ulivi, Sheila, van der Laan, Sander W, Van Der Leij, Andries R, van Duijn, Cornelia M, van Schoor, Natasja M, van Setten, Jessica, Varbo, Anette, Varga, Tibor V, Varma, Rohit, Edwards, Digna R Velez, Vermeulen, Sita H, Vestergaard, Henrik, Vitart, Veronique, Vogt, Thomas F, Vozzi, Diego, Walker, Mark, Wang, Feijie, Wang, Carol A, Wang, Shuai, Wang, Yiqin, Wareham, Nicholas J, Warren, Helen R, Wessel, Jennifer, Willems, Sara M, Wilson, James G, Witte, Daniel R, Woods, Michael O, Wu, Ying, Yaghootkar, Hanieh, Yao, Jie, Yao, Pang, Yerges-Armstrong, Laura M, Young, Robin, Zeggini, Eleftheria, Zhan, Xiaowei, Zhang, Weihua, Zhao, Jing Hua, Zhao, Wei, Zheng, He, Zhou, Wei, Rotter, Jerome I, Boehnke, Michael, Kathiresan, Sekar, McCarthy, Mark I, Willer, Cristen J, Stefansson, Kari, Borecki, Ingrid B, Liu, Dajiang J, North, Kari E, Heard-Costa, Nancy L, Pers, Tune H, Lindgren, Cecilia M, Oxvig, Claus, Kutalik, Zoltan, Rivadeneira, Fernando, Loos, Ruth JF, Frayling, Timothy M, Hirschhorn, Joel N, Deloukas, Panos, Lettre, Guillaume, Consortium, EPIC-InterAct, Consortium, EPIC-CVD, Consortium, CHD Exome, Consortium, ExomeBP, Consortium, T2D-Genes, Consortium, GoT2D Genes, Consortium, Global Lipids Genetics, Consortium, ReproGen, Investigators, MAGIC, Marouli, Eirini, Graff, Mariaelisa, Medina Gomez, Carolina, Lo, Ken Sin, Wood, Andrew R., Kjaer, Troels R., Fine, Rebecca S., Lu, Yingchang, Schurmann, Claudia, Highland, Heather M., Rüeger, Sina, Thorleifsson, Gudmar, Justice, Anne E., Lamparter, David, Stirrups, Kathleen E., Turcot, Valérie, Young, Kristin L., Winkler, Thomas W., Esko, Tõnu, Karaderi, Tugce, Locke, Adam E., Masca, Nicholas G. D., Ng, Maggie C. Y., Mudgal, Poorva, Rivas, Manuel A., Vedantam, Sailaja, Mahajan, Anubha, Guo, Xiuqing, Abecasis, Goncalo, Aben, Katja K., Adair, Linda S., Alam, Dewan S., Albrecht, Eva, Allin, Kristine H., Allison, Matthew, Amouyel, Philippe, Appel, Emil V., Arveiler, Dominique, Asselbergs, Folkert W., Auer, Paul L., Balkau, Beverley, Banas, Bernhard, Bang, Lia E., Benn, Marianne, Bergmann, Sven, Bielak, Lawrence F., Blüher, Matthia, Boeing, Heiner, Boerwinkle, Eric, Böger, Carsten A., Bonnycastle, Lori L., Bork Jensen, Jette, Bots, Michiel L., Bottinger, Erwin P., Bowden, Donald W., Brandslund, Ivan, Breen, Gerome, Brilliant, Murray H., Broer, Linda, Burt, Amber A., Butterworth, Adam S., Carey, David J., Caulfield, Mark J., Chambers, John C., Chasman, Daniel I., Chen, Yii Der Ida, Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y., Cocca, Massimiliano, Collins, Francis S., Cook, James P., Corley, Janie, Galbany, Jordi Coromina, Cox, Amanda J., Cuellar Partida, Gabriel, Danesh, John, Davies, Gail, De Bakker, Paul I. W., De Borst, Gert J., De Denus, Simon, De Groot, Mark C. H., De Mutsert, Renée, Deary, Ian J., Dedoussis, George, Demerath, Ellen W., Den Hollander, Anneke I., Dennis, Joe G., Di Angelantonio, Emanuele, Drenos, Fotio, Du, Mengmeng, Dunning, Alison M., Easton, Douglas F., Ebeling, Tapani, Edwards, Todd L., Ellinor, Patrick T., Elliott, Paul, Evangelou, Evangelo, Farmaki, Aliki Eleni, Faul, Jessica D., Feitosa, Mary F., Feng, Shuang, Ferrannini, Ele, Ferrario, Marco M., Ferrieres, Jean, Florez, Jose C., Ford, Ian, Fornage, Myriam, Franks, Paul W., Frikke Schmidt, Ruth, Galesloot, Tessel E., Gan, Wei, Gandin, Ilaria, Gasparini, Paolo, Giedraitis, Vilmanta, Giri, Ayush, Girotto, Giorgia, Gordon, Scott D., Gordon Larsen, Penny, Gorski, Mathia, Grarup, Niel, Grove, Megan L., Gudnason, Vilmundur, Gustafsson, Stefan, Hansen, Torben, Harris, Kathleen Mullan, Harris, Tamara B., Hattersley, Andrew T., Hayward, Caroline, He, Liang, Heid, Iris M., Heikkilä, Kauko, Helgeland, Øyvind, Hernesniemi, Jussi, Hewitt, Alex W., Hocking, Lynne J., Hollensted, Mette, Holmen, Oddgeir L., Hovingh, G. Kee, Howson, Joanna M. M., Hoyng, Carel B., Huang, Paul L., Hveem, Kristian, Ikram, M. Arfan, Ingelsson, Erik, Jackson, Anne U., Jansson, Jan Håkan, Jarvik, Gail P., Jensen, Gorm B., Jhun, Min A., Jia, Yucheng, Jiang, Xuejuan, Johansson, Stefan, Jørgensen, Marit E., Jørgensen, Torben, Jousilahti, Pekka, Jukema, J. Wouter, Kahali, Bratati, Kahn, René S., Kähönen, Mika, Kamstrup, Pia R., Kanoni, Stavroula, Kaprio, Jaakko, Karaleftheri, Maria, Kardia, Sharon L. R., Karpe, Fredrik, Kee, Frank, Keeman, Renske, Kiemeney, Lambertus A., Kitajima, Hidetoshi, Kluivers, Kirsten B., Kocher, Thoma, Komulainen, Pirjo, Kontto, Jukka, Kooner, Jaspal S., Kooperberg, Charle, Kovacs, Peter, Kriebel, Jennifer, Kuivaniemi, Helena, Küry, Sébastien, Kuusisto, Johanna, LA BIANCA, Martina, Laakso, Markku, Lakka, Timo A., Lange, Ethan M., Lange, Leslie A., Langefeld, Carl D., Langenberg, Claudia, Larson, Eric B., Lee, I. Te, Lehtimäki, Terho, Lewis, Cora E., Li, Huaixing, Li, Jin, Li Gao, Ruifang, Lin, Honghuang, Lin, Li An, Lin, Xu, Lind, Lar, Lindström, Jaana, Linneberg, Allan, Liu, Yeheng, Liu, Yongmei, Lophatananon, Artitaya, Luan, Jian'An, Lubitz, Steven A., Lyytikäinen, Leo Pekka, Mackey, David A., Madden, Pamela A. F., Manning, Alisa K., Männistö, Satu, Marenne, Gaëlle, Marten, Jonathan, Martin, Nicholas G., Mazul, Angela L., Meidtner, Karina, Metspalu, Andre, Mitchell, Paul, Mohlke, Karen L., Mook Kanamori, Dennis O., Morgan, Anna, Morris, Andrew D., Morris, Andrew P., Müller Nurasyid, Martina, Munroe, Patricia B., Nalls, Mike A., Nauck, Matthia, Nelson, Christopher P., Neville, Matt, Nielsen, Sune F., Nikus, Kjell, Njølstad, Pål R., Nordestgaard, Børge G., Ntalla, Ioanna, O'Connel, Jeffrey R., Oksa, Heikki, Loohuis, Loes M. Olde, Ophoff, Roel A., Owen, Katharine R., Packard, Chris J., Padmanabhan, Sandosh, Palmer, Colin N. A., Pasterkamp, Gerard, Patel, Aniruddh P., Pattie, Alison, Pedersen, Oluf, Peissig, Peggy L., Peloso, Gina M., Pennell, Craig E., Perola, Marku, Perry, James A., Perry, John R. B., Person, Thomas N., Pirie, Ailith, Polasek, Ozren, Posthuma, Danielle, Raitakari, Olli T., Rasheed, Asif, Rauramaa, Rainer, Reilly, Dermot F., Reiner, Alex P., Renström, Frida, Ridker, Paul M., Rioux, John D., Robertson, Neil, Robino, Antonietta, Rolandsson, Olov, Rudan, Igor, Ruth, Katherine S., Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J., Sandow, Kevin, Sapkota, Yadav, Sattar, Naveed, Schmidt, Marjanka K., Schreiner, Pamela J., Schulze, Matthias B., Scott, Robert A., Segura Lepe, Marcelo P., Shah, Svati, Sim, Xueling, Sivapalaratnam, Suthesh, Small, Kerrin S., Smith, Albert Vernon, Smith, Jennifer A., Southam, Lorraine, Spector, Timothy D., Speliotes, Elizabeth K., Starr, John M., Steinthorsdottir, Valgerdur, Stringham, Heather M., Stumvoll, Michael, Surendran, Praveen, Hart'T, Leen M., Tansey, Katherine E., Tardif, Jean Claude, Taylor, Kent D., Teumer, Alexander, Thompson, Deborah J., Thorsteinsdottir, Unnur, Thuesen, Betina H., Tönjes, Anke, Tromp, Gerard, Trompet, Stella, Tsafantakis, Emmanouil, Tuomilehto, Jaakko, Tybjaerg Hansen, Anne, Tyrer, Jonathan P., Uher, Rudolf, Uitterlinden, André G., Ulivi, Sheila, Van Der Laan, Sander W., Van Der Leij, Andries R., Van Duijn, Cornelia M., Van Schoor, Natasja M., Van Setten, Jessica, Varbo, Anette, Varga, Tibor V., Varma, Rohit, Velez Edwards, Digna R., Vermeulen, Sita H., Vestergaard, Henrik, Vitart, Veronique, Vogt, Thomas F., Vozzi, Diego, Walker, Mark, Wang, Feijie, Wang, Carol A., Wang, Shuai, Wang, Yiqin, Wareham, Nicholas J., Warren, Helen R., Wessel, Jennifer, Willems, Sara M., Wilson, James G., Witte, Daniel R., Woods, Michael O., Wu, Ying, Yaghootkar, Hanieh, Yao, Jie, Yao, Pang, Yerges Armstrong, Laura M., Young, Robin, Zeggini, Eleftheria, Zhan, Xiaowei, Zhang, Weihua, Zhao, Jing Hua, Zhao, Wei, Zheng, He, Zhou, Wei, Rotter, Jerome I., Boehnke, Michael, Kathiresan, Sekar, Mccarthy, Mark I., Willer, Cristen J., Stefansson, Kari, Borecki, Ingrid B., Liu, Dajiang J., North, Kari E., Heard Costa, Nancy L., Pers, Tune H., Lindgren, Cecilia M., Oxvig, Clau, Kutalik, Zoltán, Rivadeneira, Fernando, Loos, Ruth J. F., Frayling, Timothy M., Hirschhorn, Joel N., Deloukas, Pano, Lettre, Guillaume, Pharmacoepidemiology and Clinical Pharmacology, ACS - Amsterdam Cardiovascular Sciences, Vascular Medicine, ACS - Atherosclerosis & ischemic syndromes, Internal Medicine, Epidemiology, Obstetrics & Gynecology, Radiology & Nuclear Medicine, Neurology, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, British Heart Foundation, Medical Research Council (MRC), Wellcome Trust, National Institute for Health Research, Imperial College Healthcare NHS Trust- BRC Funding, Action on Hearing Loss, Home Office, National Institutes of Health, Public Health England, EPIC-InterAct Consortium, CHD Exome+ Consortium, ExomeBP Consortium, T2D-Genes Consortium, GoT2D Genes Consortium, Global Lipids Genetics Consortium, ReproGen Consortium, MAGIC Investigators, Physiology, Human genetics, APH - Personalized Medicine, APH - Aging & Later Life, Epidemiology and Data Science, and Amsterdam Reproduction & Development (AR&D)

Subjects
0301 basic medicine, Male, ReproGen Consortium, Multifactorial Inheritance, Genome-wide association study, Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12], Androgen, ADAMTS Proteins, Gene Frequency, Missing heritability problem, MISSING HERITABILITY, Receptors, 2.1 Biological and endogenous factors, Pregnancy-Associated Plasma Protein-A, Aetiology, Non-U.S. Gov't, Glycosaminoglycans, Genetics, Multidisciplinary, Genome, CHD Exome+ Consortium, Medicine (all), Research Support, Non-U.S. Gov't, T2D-Genes Consortium, Global Lipids Genetics Consortium, Multidisciplinary Sciences, Phenotype, NADPH Oxidase 4, Receptors, Androgen, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Interferon Regulatory Factors, Science & Technology - Other Topics, Intercellular Signaling Peptides and Proteins, Female, Proteoglycans, EPIC-InterAct Consortium, ExomeBP Consortium, Common disease-common variant, Human, Adult, General Science & Technology, Biology, Development, Research Support, Article, GENETIC ARCHITECTURE, N.I.H, 03 medical and health sciences, MAGIC Investigators, Research Support, N.I.H., Extramural, Somatomedins, Genetic variation, MD Multidisciplinary, Journal Article, gene, height, rare, Humans, Hedgehog Proteins, Interleukin-11 Receptor alpha Subunit, Allele, GENOME-WIDE ASSOCIATION, Gene, Allele frequency, Alleles, Genetic association, Genetic association study, Glycoproteins, Science & Technology, MUTATIONS, Genome, Human, ta1184, Human Genome, Extramural, Genetic Variation, NADPH Oxidases, ta3121, Body Height, INTERLEUKIN-11, Reconstructive and regenerative medicine Radboud Institute for Health Sciences [Radboudumc 10], MICE, 030104 developmental biology, GoT2D Genes Consortium, Proteolysis, Procollagen N-Endopeptidase, Cell Adhesion Molecules
Abstract

Contains fulltext : 169801.pdf (Publisher’s version ) (Closed access) Height is a highly heritable, classic polygenic trait with approximately 700 common associated variants identified through genome-wide association studies so far. Here, we report 83 height-associated coding variants with lower minor-allele frequencies (in the range of 0.1-4.8%) and effects of up to 2 centimetres per allele (such as those in IHH, STC2, AR and CRISPLD2), greater than ten times the average effect of common variants. In functional follow-up studies, rare height-increasing alleles of STC2 (giving an increase of 1-2 centimetres per allele) compromised proteolytic inhibition of PAPP-A and increased cleavage of IGFBP-4 in vitro, resulting in higher bioavailability of insulin-like growth factors. These 83 height-associated variants overlap genes that are mutated in monogenic growth disorders and highlight new biological candidates (such as ADAMTS3, IL11RA and NOX4) and pathways (such as proteoglycan and glycosaminoglycan synthesis) involved in growth. Our results demonstrate that sufficiently large sample sizes can uncover rare and low-frequency variants of moderate-to-large effect associated with polygenic human phenotypes, and that these variants implicate relevant genes and pathways.

Published
2017

49. Germline whole exome sequencing and large-scale replication identifies FANCM as a likely high grade serous ovarian cancer susceptibility gene

Author

Dicks, Ed, Song, Honglin, Ramus, Susan J., Van Oudenhove, Elke, Tyrer, Jonathan P., Intermaggio, Maria P., Kar, Siddhartha, Harrington, Patricia, Bowtell, David D., Study Group, Aocs, Cicek, Mine S., Cunningham, Julie M., Fridley, Brooke L., Alsop, Jennifer, Jimenez-Linan, Mercedes, Piskorz, Anna, Goranova, Teodora, Kent, Emma, Siddiqui, Nadeem, Paul, James, Crawford, Robin, Poblete, Samantha, Lele, Shashi, Sucheston-Campbell, Lara, Moysich, Kirsten B., Sieh, Weiva, McGuire, Valerie, Lester, Jenny, Odunsi, Kunle, Whittemore, Alice S., Bogdanova, Natalia, Dürst, Matthias, Hillemanns, Peter, Karlan, Beth Y., Gentry-Maharaj, Aleksandra, Menon, Usha, Tischkowitz, Marc, Levine, Douglas, Brenton, James D., Dörk, Thilo, Goode, Ellen L., Gayther, Simon A., Pharoah, Paul D.P., Dicks, Ed [0000-0002-0617-0401], Song, Honglin [0000-0001-5076-7371], Tyrer, Jonathan [0000-0003-3724-4757], Tischkowitz, Marc [0000-0002-7880-0628], Brenton, James [0000-0002-5738-6683], and Apollo - University of Cambridge Repository

Subjects
0301 basic medicine, DNA repair, Oncology and Carcinogenesis, Genome-wide association study, VARIANTS, Biology, BREAST, Germline, 03 medical and health sciences, 0302 clinical medicine, Rare Diseases, Clinical Research, Medicine and Health Sciences, LOCUS, Genetics, CONFER SUSCEPTIBILITY, 2.1 Biological and endogenous factors, FANCL, susceptibility genes, FANCM, Genetic Testing, GENOME-WIDE ASSOCIATION, Mutation frequency, Aetiology, Exome sequencing, Cancer, next generation sequencing, RAD51C, MUTATIONS, Prevention, Human Genome, BRCA2, RISKS, 3. Good health, 030104 developmental biology, Good Health and Well Being, ovarian cancer, Oncology, 030220 oncology & carcinogenesis, Cancer research
Abstract

We analyzed whole exome sequencing data in germline DNA from 412 high grade serous ovarian cancer (HGSOC) cases from The Cancer Genome Atlas Project and identified 5,517 genes harboring a predicted deleterious germline coding mutation in at least one HGSOC case. Gene-set enrichment analysis showed enrichment for genes involved in DNA repair (p = 1.8x10(-3)). Twelve DNA repair genes - APEX1, APLF, ATX, EME1, FANCL, FANCM, MAD2L2, PARP2, PARP3, POLN, RAD54L and SMUG1 - were prioritized for targeted sequencing in up to 3,107 HGSOC cases, 1,491 cases of other epithelial ovarian cancer (EOC) subtypes and 3,368 unaffected controls of European origin. We estimated mutation prevalence for each gene and tested for associations with disease risk. Mutations were identified in both cases and controls in all genes except MAD2L2, where we found no evidence of mutations in controls. In FANCM we observed a higher mutation frequency in HGSOC cases compared to controls (29/3,107 cases, 0.96 percent; 13/3,368 controls, 0.38 percent; P = 0.008) with little evidence for association with other subtypes (6/1,491, 0.40 percent; P = 0.82). The relative risk of HGSOC associated with deleterious FANCM mutations was estimated to be 2.5 (95% CI 1.3 - 5.0; P = 0.006). In summary, whole exome sequencing of EOC cases with large-scale replication in case-control studies has identified FANCM as a likely novel susceptibility gene for HGSOC, with mutations associated with a moderate increase in risk. These data may have clinical implications for risk prediction and prevention approaches for high-grade serous ovarian cancer in the future and a significant impact on reducing disease mortality.

Published
2017

50. Genetic studies of body mass index yield new insights for obesity biology

Author

Locke, Adam E, Kahali, Bratati, Croteau-Chonka, Damien C, Doney, Alex S F, He, Bing, Heikkilä, Outi, Hietala, Kustaa, Kytö, Janne, Lahermo, Päivi, Lehto, Markku, Österholm, Anne-May, Parkkonen, Maija, Pitkäniemi, Janne, Rosengård-Bärlund, Milla, Eklund, Niina, Saraheimo, Markku, Sarti, Cinzia, Söderlund, Jenny, Soro-Paavonen, Aino, Syreeni, Anna, Thorn, Lena M, Tikkanen, Heikki, Tolonen, Nina, Tryggvason, Karl, Tuomilehto, Jaakko, Estrada, Karol, Wadén, Johan, Gill, Geoffrey V, Prior, Sarah, Guiducci, Candace, Mirel, Daniel B, Taylor, Andrew, Hosseini, Mohsen, Parving, Hans-Henrik, Rossing, Peter, Tarnow, Lise, Eury, Elodie, Ladenvall, Claes, Alhenc-Gelas, François, Lefebvre, Pierre, Rigalleau, Vincent, Roussel, Ronan, Tregouet, David-Alexandre, Maestroni, Anna, Maestroni, Silvia, Falhammar, Henrik, Gu, Tianwei, Folkersen, Lasse, Möllsten, Anna, Cimponeriu, Dan, Mihai, Ioana, Mota, Maria, Mota, Eugen, Serafinceanu, Cristian, Stavarachi, Monica, Hanson, Robert L, Nelson, Robert G, Kretzler, Matthias, Fraser, Ross M, Colhoun, Helen M, Panduru, Nicolae Mircea, Gu, Harvest F, Brismar, Kerstin, Zerbini, Gianpaolo, Hadjadj, Samy, Marre, Michel, Groop, Leif, Lajer, Maria, Bull, Shelley B, Garcia, Melissa E, Waggott, Daryl, Paterson, Andrew D, Savage, David A, Bain, Stephen C, Martin, Finian, Hirschhorn, Joel N, Godson, Catherine, Florez, Jose C, Groop, Per-Henrik, Maxwell, Alexander P, Geller, Frank, Willer, Cristen J, Schmidt, Ellen M, Sengupta, Sebanti, Peloso, Gina M, Gustafsson, Stefan, Kanoni, Stavroula, Ganna, Andrea, Chen, Jin, Buchkovich, Martin L, Mora, Samia, Giedraitis, Vilmantas, Beckmann, Jacques S, Bragg-Gresham, Jennifer L, Chang, Hsing-Y, Demirkan, Ayşe, Den Hertog, Heleen M, Do, Ron, Donnelly, Louise A, Ehret, Georg B, Esko, Tõnu, Feitosa, Mary F, Gigante, Bruna, Ferreira, Teresa, Fischer, Krista, Fontanillas, Pierre, Freitag, Daniel F, Gurdasani, Deepti, Heikkilä, Kauko, Hyppönen, Elina, Isaacs, Aaron, Jackson, Anne U, Esko, Tonu, Go, Alan S, Johansson, Åsa, Johnson, Toby, Kaakinen, Marika, Kettunen, Johannes, Kleber, Marcus E, Li, Xiaohui, Luan, Jian'an, Lyytikäinen, Leo-Pekka, Magnusson, Patrik K E, Mangino, Massimo, Golay, Alain, Mihailov, Evelin, Montasser, May E, Müller-Nurasyid, Martina, Nolte, Ilja M, O'Connell, Jeffrey R, Palmer, Cameron D, Perola, Markus, Petersen, Ann-Kristin, Sanna, Serena, Saxena, Richa, Goodall, Alison H, Service, Susan K, Shah, Sonia, Shungin, Dmitry, Sidore, Carlo, Song, Ci, Strawbridge, Rona J, Surakka, Ida, Tanaka, Toshiko, Teslovich, Tanya M, Thorleifsson, Gudmar, Gordon, Scott D, Van den Herik, Evita G, Voight, Benjamin F, Volcik, Kelly A, Waite, Lindsay L, Wong, Andrew, Wu, Ying, Zhang, Weihua, Absher, Devin, Asiki, Gershim, Barroso, Inês, Gorski, Mathias, Been, Latonya F, Bolton, Jennifer L, Bonnycastle, Lori L, Brambilla, Paolo, Burnett, Mary S, Cesana, Giancarlo, Dimitriou, Maria, Doring, Angela, Elliott, Paul, Grabe, Hans-Jörgen, Epstein, Stephen E, Eyjolfsson, Gudmundur Ingi, Goodarzi, Mark O, Grallert, Harald, Gravito, Martha L, Groves, Christopher J, Hallmans, Göran, Hartikainen, Anna-Liisa, Hayward, Caroline, Hernandez, Dena, Hicks, Andrew A, Holm, Hilma, Hung, Yi-Jen, Illig, Thomas, Jones, Michelle R, Kaleebu, Pontiano, Kastelein, John J P, Khaw, Kay-Tee, Kim, Eric, Grammer, Tanja B, Klopp, Norman, Komulainen, Pirjo, Kumari, Meena, Langenberg, Claudia, Lehtimaki, Terho, Lin, Shih-Yi, Lindstrom, Jaana, Loos, Ruth J F, Mach, François, McArdle, Wendy L, Gräßler, Jürgen, Meisinger, Christa, Mitchell, Braxton D, Muller, Gabrielle, Nagaraja, Ramaiah, Narisu, Narisu, Nieminen, Tuomo V M, Nsubuga, Rebecca N, Olafsson, Isleifur, Ong, Ken K, Palotie, Aarno, Grönberg, Henrik, Papamarkou, Theodore, Pomilla, Cristina, Pouta, Anneli, Rader, Daniel J, Reilly, Muredach P, Ridker, Paul M, Rivadeneira, Fernando, Rudan, Igor, Ruokonen, Aimo, Samani, Nilesh, Fall, Tove, Scharnagl, Hubert, Seeley, Janet, Silander, Kaisa, Stančáková, Alena, Stirrups, Kathleen, Swift, Amy J, Tiret, Laurence, Uitterlinden, Andre G, van Pelt, L Joost, Vedantam, Sailaja, Gusto, Gaëlle, Wainwright, Nicholas, Wijmenga, Cisca, Wild, Sarah H, Willemsen, Gonneke, Wilsgaard, Tom, Wilson, James F, Young, Elizabeth H, Zhao, Jing Hua, Adair, Linda S, Arveiler, Dominique, Haessler, Jeffrey, Assimes, Themistocles L, Bandinelli, Stefania, Bennett, Franklyn, Bochud, Murielle, Boehm, Bernhard O, Boomsma, Dorret I, Borecki, Ingrid B, Bornstein, Stefan R, Bovet, Pascal, Burnier, Michel, Hall, Per, Campbell, Harry, Chakravarti, Aravinda, Chambers, John C, Chen, Yii-Der Ida, Collins, Francis S, Cooper, Richard S, Danesh, John, Dedoussis, George, de Faire, Ulf, Feranil, Alan B, Haller, Toomas, Ferrieres, Jean, Ferrucci, Luigi, Freimer, Nelson B, Gieger, Christian, Groop, Leif C, Gudnason, Vilmundur, Gyllensten, Ulf, Hamsten, Anders, Harris, Tamara B, Hingorani, Aroon, Hallmans, Goran, Hofman, Albert, Hovingh, G Kees, Hsiung, Chao Agnes, Humphries, Steve E, Hunt, Steven C, Hveem, Kristian, Iribarren, Carlos, Jarvelin, Marjo-Riitta, Jula, Antti, Hartman, Catharina A, Kähönen, Mika, Kaprio, Jaakko, Kesäniemi, Antero, Kivimaki, Mika, Kooner, Jaspal S, Koudstaal, Peter J, Krauss, Ronald M, Kuh, Diana, Kuusisto, Johanna, Kyvik, Kirsten O, Hassinen, Maija, Laakso, Markku, Lakka, Timo A, Lind, Lars, Lindgren, Cecilia M, Martin, Nicholas G, März, Winfried, McCarthy, Mark I, McKenzie, Colin A, Meneton, Pierre, Metspalu, Andres, Moilanen, Leena, Morris, Andrew D, Munroe, Patricia B, Njølstad, Inger, Pedersen, Nancy L, Power, Chris, Pramstaller, Peter P, Price, Jackie F, Psaty, Bruce M, Quertermous, Thomas, Heard-Costa, Nancy L, Rauramaa, Rainer, Saleheen, Danish, Salomaa, Veikko, Sanghera, Dharambir K, Saramies, Jouko, Schwarz, Peter E H, Sheu, Wayne H-H, Shuldiner, Alan R, Siegbahn, Agneta, Spector, Tim D, Helmer, Quinta, Stefansson, Kari, Strachan, David P, Tayo, Bamidele O, Tremoli, Elena, Uusitupa, Matti, van Duijn, Cornelia M, Vollenweider, Peter, Wallentin, Lars, Wareham, Nicholas J, Hengstenberg, Christian, Whitfield, John B, Wolffenbuttel, Bruce H R, Ordovas, Jose M, Boerwinkle, Eric, Palmer, Colin N A, Thorsteinsdottir, Unnur, Chasman, Daniel I, Rotter, Jerome I, Franks, Paul W, Ripatti, Samuli, Holmen, Oddgeir, Cupples, L Adrienne, Sandhu, Manjinder S, Rich, Stephen S, Boehnke, Michael, Deloukas, Panos, Kathiresan, Sekar, Mohlke, Karen L, Ingelsson, Erik, Abecasis, Gonçalo R, Abecasis, Gonçalo, Hottenga, Jouke-Jan, Caulfield, Mark, Chasman, Dan, Ehret, Georg, Johnson, Andrew, Johnson, Louise, Larson, Martin, Levy, Daniel, James, Alan L, Munroe, Patricia, Newton-Cheh, Christopher, O'Reilly, Paul, Palmas, Walter, Psaty, Bruce, Rice, Kenneth, Smith, Albert, Snider, Harold, Tobin, Martin, Van Duijn, Cornelia, Jeff, Janina M, Verwoert, Germaine, Rice, Kenneth M, Johnson, Andrew D, Smith, Albert V, Tobin, Martin D, Verwoert, Germaine C, Hwang, Shih-Jen, Pihur, Vasyl, O'Reilly, Paul F, Amin, Najaf, Teumer, Alexander, Glazer, Nicole L, Launer, Lenore, Jolley, Jennifer, Aulchenko, Yurii, Heath, Simon, Sõber, Siim, Parsa, Afshin, Arora, Pankaj, Dehghan, Abbas, Zhang, Feng, Lucas, Gavin, Juliusdottir, Thorhildur, Peden, John F, Igl, Wilmar, Milaneschi, Yuri, Parker, Alex N, Fava, Cristiano, Kinnunen, Leena, Fox, Ervin R, Go, Min Jin, van der Harst, Pim, Kao, Wen Hong Linda, Sjögren, Marketa, Vinay, D. G., Alexander, Myriam, Tabara, Yasuharu, Shaw-Hawkins, Sue, Koenig, Wolfgang, Whincup, Peter H, Liu, Yongmei, Shi, Gang, Tayo, Bamidele, Seielstad, Mark, Sim, Xueling, Nguyen, Khanh-Dung Hoang, Lehtimäki, Terho, Matullo, Giuseppe, Koskenvuo, Markku, Gaunt, Tom R, Onland-Moret, N Charlotte, Cooper, Matthew N, Platou, Carl G P, Org, Elin, Hardy, Rebecca, Dahgam, Santosh, Palmen, Jutta, Vitart, Veronique, Kratzer, Wolfgang, Braund, Peter S, Kuznetsova, Tatiana, Uiterwaal, Cuno S P M, Adeyemo, Adebowale, Ludwig, Barbara, Tomaszewski, Maciej, Tzoulaki, Ioanna, Palmer, Nicholette D, Laitinen, Jaana, Aspelund, Thor, Garcia, Melissa, Chang, Yen-Pei C, Steinle, Nanette I, Grobbee, Diederick E, Arking, Dan E, Kardia, Sharon L, Morrison, Alanna C, Lamina, Claudia, Najjar, Samer, Hadley, David, Brown, Morris J, Connell, John M, Hingorani, Aroon D, Day, Ian N M, Lawlor, Debbie A, Beilby, John P, Lawrence, Robert W, Leander, Karin, Clarke, Robert, Collins, Rory, Hopewell, Jemma C, Ongen, Halit, Dreisbach, Albert W, Li, Yali, Young, J. H., Bis, Joshua C, Viikari, Jorma, Lee, Nanette R, Chen, Ming-Huei, Olden, Matthias, Pattaro, Cristian, Bolton, Judith A Hoffman, Köttgen, Anna, Bergmann, Sven, Mooser, Vincent, Chaturvedi, Nish, Lichtner, Peter, Frayling, Timothy M, Islam, Muhammad, Jafar, Tazeen H, Erdmann, Jeanette, Kulkarni, Smita R, Grässler, Jürgen, Howard, Philip, Guarrera, Simonetta, Ricceri, Fulvio, Emilsson, Valur, Plump, Andrew, Weder, Alan B, Lindström, Jaana, Sun, Yan V, Bergman, Richard N, Scott, Laura J, Stringham, Heather M, Peltonen, Leena, Vartiainen, Erkki, Brand, Stefan-Martin, Kutalik, Zoltán, Lo, Ken Sin, Staessen, Jan A, Wang, Thomas J, Burton, Paul R, Artigas, Maria Soler, Dong, Yanbin, Snieder, Harold, Wang, Xiaoling, Zhu, Haidong, Lohman, Kurt K, Rudock, Megan E, Lobbens, Stéphane, Heckbert, Susan R, Smith, Nicholas L, Wiggins, Kerri L, Doumatey, Ayo, Shriner, Daniel, Veldre, Gudrun, Viigimaa, Margus, Kinra, Sanjay, Prabhakaran, Dorairajan, Tripathy, Vikal, Lorbeer, Roberto, Langefeld, Carl D, Rosengren, Annika, Thelle, Dag S, Corsi, Anna Maria, Singleton, Andrew, Forrester, Terrence, Hilton, Gina, Salako, Tunde, Iwai, Naoharu, Lu, Yingchang, Kita, Yoshikuni, Ogihara, Toshio, Ohkubo, Takayoshi, Okamura, Tomonori, Ueshima, Hirotsugu, Umemura, Satoshi, Eyheramendy, Susana, Meitinger, Thomas, Wichmann, H-Erich, Cho, Yoon Shin, Kim, Hyung-Lae, Lee, Jong-Young, Scott, James, Sehmi, Joban S, Hedblad, Bo, Nilsson, Peter, Smith, George Davey, Raffel, Leslie J, Yao, Jie, O'Donnell, Chris, Schwartz, Stephen M, Ikram, M Arfan, Longstreth, W. T., Mosley, Thomas H, Seshadri, Sudha, Mahajan, Anubha, Shrine, Nick R G, Wain, Louise V, Morken, Mario A, Prokopenko, Inga, Zitting, Paavo, Cooper, Jackie A, Rasheed, Asif, Goel, Anuj, Watkins, Hugh, Bakker, Stephan J L, van Gilst, Wiek H, Janipalli, Charles S, Mani, K Radha, Yajnik, Chittaranjan S, McLachlan, Stela, Mattace-Raso, Francesco U S, Oostra, Ben A, Demirkan, Ayse, Lakatta, Edward G, Orru, Marco, Scuteri, Angelo, Ala-Korpela, Mika, Kangas, Antti J, Menni, Cristina, Soininen, Pasi, Tukiainen, Taru, Würtz, Peter, Ong, Rick Twee-Hee, Dörr, Marcus, Kroemer, Heyo K, Völker, Uwe, Völzke, Henry, Galan, Pilar, Merger, Sigrun, Hercberg, Serge, Lathrop, Mark, Zelenika, Diana, Zhai, Guangju, Meschia, James F, Nalls, Michael A, Sharma, Pankaj, Terzic, Janos, Kumar, M J Kranthi, Denniff, Matthew, Zukowska-Szczechowska, Ewa, Wagenknecht, Lynne E, Fowkes, F Gerald R, Charchar, Fadi J, Guo, Xiuqing, Milani, Lili, Rotimi, Charles, Bots, Michiel L, Brand, Eva, Samani, Nilesh J, Polasek, Ozren, Talmud, Philippa J, Nyberg, Fredrik, Laan, Maris, Moayyeri, Alireza, Palmer, Lyle J, van der Schouw, Yvonne T, Casas, Juan P, Vineis, Paolo, Raitakari, Olli, Ganesh, Santhi K, Wong, Tien Y, Tai, E Shyong, Monda, Keri L, Rao, Dabeeru C, Morris, Richard W, Dominiczak, Anna F, Marmot, Michael G, Miki, Tetsuro, Chandak, Giriraj R, Coresh, Josef, Navis, Gerjan, Han, Bok-Ghee, Zhu, Xiaofeng, Melander, Olle, Gyllensten, Ulf B, Mulas, Antonella, Wright, Alan F, Farrall, Martin, Elosua, Roberto, Soranzo, Nicole, Sijbrands, Eric J G, Altshuler, David, Müller, Gabriele, Rettig, Rainer, Uda, Manuela, Witteman, Jacqueline C M, Vasan, Ramachandran S, Larson, Martin G, Järvelin, Marjo-Riitta, Musk, Arthur W, Caulfield, Mark J, Alizadeh, Behrooz Z, de Boer, Rudolf A, Mägi, Reedik, Boezen, H Marike, Bruinenberg, Marcel, Franke, Lude, Hillege, Hans L, van der Klauw, Melanie M, Ormel, Johan, Postma, Dirkje S, Rosmalen, Judith G M, Nöthen, Markus M, Slaets, Joris P, Stolk, Ronald P, Scott, Robert A, Lagou, Vasiliki, Welch, Ryan P, Wheeler, Eleanor, Rehnberg, Emil, Rasmussen-Torvik, Laura J, Yengo, Loïc, Lecoeur, Cecile, Pilz, Stefan, Johnson, Paul C D, Jukema, J Wouter, Verweij, Niek, Rayner, Nigel W, Sennblad, Bengt, Salo, Perttu, Timpson, Nicholas J, Evans, David M, St Pourcain, Beate, Andrews, Jeanette S, Renstrom, Frida, Hui, Jennie, Bielak, Lawrence F, Zhao, Wei, Horikoshi, Momoko, Navarro, Pau, Esko, Tönu, Raychaudhuri, Soumya, Chen, Han, Morris, Andrew P, Ried, Janina S, Robertson, Neil, Rybin, Denis, Liu, Ching-Ti, Willems, Sara M, Chines, Peter S, Kang, Hyun Min, Song, Kijoung, Ripke, Stephan, An, Ping, Franco-Cereceda, Anders, Marullo, Letizia, Jansen, Hanneke, Robertson, Neil R, Oldehinkel, Albertine J, Pankow, James S, North, Kari E, Forouhi, Nita G, Edkins, Sarah, Varga, Tibor V, Oksa, Heikki, Randall, Joshua C, Rose, Lynda M, Antonella, Mulas, Trompet, Stella, Ford, Ian, Kong, Augustine, Herder, Christian, Antti, Jula, Small, Kerrin, Miljkovic, Iva, Atalay, Mustafa, Kiess, Wieland, Smit, Johannes H, Campbell, Susan, Scholtens, Salome, Fowkes, Gerard R, Kovacs, Peter, Zemunik, Tatijana, Basart, Hanneke V, Rathmann, Wolfgang, Schumacher, Fredrick R, Maerz, Winfried, Peters, Annette, Province, Michael A, Hastie, Nicholas D, Scott, William R, Stumvoll, Michael, Waterworth, Dawn M, Watanabe, Richard M, de Geus, Eco J C, Seufferlein, Thomas, Penninx, Brenda W, Shi, Jianxin, Dedoussis, George V, Smith, Albert Vernon, Toenjes, Anke, Peyser, Patricia A, Körner, Antje, Smolonska, Joanna, Winkler, Thomas W, Stanton, Alice V, Keinanen-Kiukaanniemi, Sirkka M, Saaristo, Timo E, Dupuis, Josée, Sattar, Naveed, Steinthorsdottir, Valgerdur, Cucca, Francesco, Balkau, Beverley, Froguel, Philippe, Bouatia-Naji, Nabila, Meigs, James B, Purcell, Shaun, Musunuru, Kiran, Ardissino, Diego, Mannucci, Pier M, Anand, Sonia, Engert, James C, Schunkert, Heribert, Sundström, Johan, Morgan, Thomas, Spertus, John A, Stoll, Monika, Girelli, Domenico, McKeown, Pascal P, Patterson, Chris C, Siscovick, David S, O'Donnell, Christopher J, Swertz, Morris A, Merlini, Pier Angelica, Berzuini, Carlo, Bernardinelli, Luisa, Peyvandi, Flora, Tubaro, Marco, Celli, Patrizia, Ferrario, Maurizio, Fetiveau, Raffaela, Marziliano, Nicola, Casari, Giorgio, Galli, Michele, Ribichini, Flavio, Rossi, Marco, Syvänen, Ann-Christine, Bernardi, Francesco, Zonzin, Pietro, Piazza, Alberto, Yee, Jean, Friedlander, Yechiel, Marrugat, Jaume, Tan, Sian-Tsung, Subirana, Isaac, Sala, Joan, Ramos, Rafael, Williams, Gordon, Nathan, David M, MacRae, Calum A, Havulinna, Aki S, Berglund, Goran, Asselta, Rosanna, Duga, Stefano, Berndt, Sonja I, Wood, Andrew R, Thorand, Barbara, Spreafico, Marta, Daly, Mark J, Nemesh, James, Korn, Joshua M, McCarroll, Steven A, Surti, Aarti, Gianniny, Lauren, Mirel, Daniel, Parkin, Melissa, Tyrer, Jonathan P, Burtt, Noel, Gabriel, Stacey B, Thompson, John R, Wright, Benjamin J, Balmforth, Anthony J, Ball, Stephen G, Hall, Alistair S, Schunkert, I Heribert, Uh, Hae-Won, Linsel-Nitschke, Patrick, Lieb, Wolfgang, Ziegler, Andreas, König, Inke R, Fischer, Marcus, Stark, Klaus, Grosshennig, Anika, Preuss, Michael, Vandenput, Liesbeth, Schreiber, Stefan, Ouwehand, Willem, Scholz, Michael, Cambien, Francois, Verhulst, Frank C, Goodall, Alison, Li, Mingyao, Chen, Zhen, Wilensky, Robert, Matthai, William, Qasim, Atif, Hakonarson, Hakon H, Devaney, Joe, Burnett, Mary-Susan, Vermeulen, Sita H, Pichard, Augusto D, Kent, Kenneth M, Satler, Lowell, Lindsay, Joseph M, Waksman, Ron, Knouff, Christopher W, Walker, Max C, Scheffold, Thomas, Berger, Klaus, Huge, Andreas, Martinelli, Nicola, Olivieri, Oliviero, Corrocher, Roberto, Vonk, Judith M, Hólm, Hilma, Workalemahu, Tsegaselassie, Warren, Helen R, Xie, Changchun, Siscovick, David, Waterworth, Dawn, Ahmadi, Kourosh R, Ainali, Chrysanthi, Barrett, Amy, Bataille, Veronique, Weedon, Michael N, Bell, Jordana T, Buil, Alfonso, Dermitzakis, Emmanouil T, Dimas, Antigone S, Durbin, Richard, Glass, Daniel, Grundberg, Elin, Hassanali, Neelam, Hedman, Åsa K, Wilkens, Lynne R, Ingle, Catherine, Keildson, Sarah, Knowles, David, Krestyaninova, Maria, Lowe, Christopher E, Meduri, Eshwar, di Meglio, Paola, Min, Josine L, Willenborg, Christina, Montgomery, Stephen B, Nestle, Frank O, Nica, Alexandra C, Nisbet, James, O'Rahilly, Stephen, Parts, Leopold, Potter, Simon, Sekowska, Magdalena, Shin, So-Youn, Small, Kerrin S, Surdulescu, Gabriela, Travers, Mary E, Tsaprouni, Loukia, Tsoka, Sophia, Wilk, Alicja, Yang, Tsun-Po, Zondervan, Krina T, Matise, Tara, Wojczynski, Mary K, Buyske, Steve, Higashio, Julia, Williams, Rasheeda, Nato, Andrew, Ambite, Jose Luis, Deelman, Ewa, Manolio, Teri, Hindorff, Lucia, Heiss, Gerardo, Taylor, Kira, Franceschini, Nora, Avery, Christy, Graff, Misa, Lin, Danyu, Quibrera, Miguel, Cochran, Barbara, Kao, Linda, Umans, Jason, Cole, Shelley, MacCluer, Jean, Person, Sharina, Pankow, James, Gross, Myron, Fornage, Myriam, Durda, Peter, Jenny, Nancy, Patsy, Bruce, Arnold, Alice, Zhang, Qunyuan, Buzkova, Petra, Crawford, Dana, Haines, Jonathan, Murdock, Deborah, Glenn, Kim, Brown-Gentry, Kristin, Thornton-Wells, Tricia, Dumitrescu, Logan, Jeff, Janina, Bush, William S, Faul, Jessica D, Study, LifeLines Cohort, Mitchell, Sabrina L, Goodloe, Robert, Wilson, Sarah, Boston, Jonathan, Malinowski, Jennifer, Restrepo, Nicole, Oetjens, Matthew, Fowke, Jay, Zheng, Wei, Spencer, Kylee, Brennan, Eoin P, Ritchie, Marylyn, Pendergrass, Sarah, Le Marchand, Loïc, Wilkens, Lynne, Park, Lani, Tiirikainen, Maarit, Kolonel, Laurence, Lim, Unhee, Cheng, Iona, Wang, Hansong, Choi, Murim, Shohet, Ralph, Haiman, Christopher, Stram, Daniel, Henderson, Brian, Monroe, Kristine, Schumacher, Fredrick, Kooperberg, Charles, Peters, Ulrike, Anderson, Garnet, Carlson, Chris, Dastani, Zari, Prentice, Ross, LaCroix, Andrea, Wu, Chunyuan, Carty, Cara, Gong, Jian, Rosse, Stephanie, Young, Alicia, Haessler, Jeff, Kocarnik, Jonathan, Lin, Yi, Drong, Alexander W, Jackson, Rebecca, Duggan, David, Kuller, Lew, Stolk, Lisette, Perry, John R B, He, Chunyan, Sulem, Patrick, Barbalic, Maja, Eriksson, Per, Broer, Linda, Byrne, Enda M, Ernst, Florian, Gudbjartsson, Daniel F, Kraft, Peter, McArdle, Patick F, Porcu, Eleonora, van Wingerden, Sophie, Zhuang, Wei V, Albrecht, Eva, Lauc, Lovorka Barac, Gådin, Jesper R, Boban, Mladen, Broekmans, Frank J, Burri, Andrea, Chanock, Stephen J, Chen, Constance, Cornelis, Marilyn C, Corre, Tanguy, Gharavi, Ali G, Coviello, Andrea D, d'Adamo, Pio, Davies, Gail, Deary, Ian J, Dedoussis, George V Z, Deloukas, Panagiotis, Ebrahim, Shah, Eiriksdottir, Gudny, Goddard, Michael E, Eriksson, Johan G, Fauser, Bart C J M, Ferreli, Liana, Folsom, Aaron R, Gasparini, Paolo, Smith, Jennifer A, Handsaker, Robert E, Glazer, Nicole, Hankinson, Susan E, Hass, Merli, Heath, Andrew C, Huang, Jinyan, Janssens, A Cecile J W, Karasik, David, Kardia, Sharon L R, Keyzer, Jules, Kiel, Douglas P, Kolcic, Ivana, Lahti, Jari, Lai, Sandra, Karpe, Fredrik, Laisk, Triin, Laven, Joop S E, Liu, Jianjun, Lopez, Lorna M, Louwers, Yvonne V, Marongiu, Mara, Klaric, Irena Martinovic, Masciullo, Corrado, McKnight, Barbara, Medland, Sarah E, Melzer, David, Newman, Anne B, Nyholt, Dale R, Paré, Guillaume, Peeters, Petra H M, Pistis, Giorgio, Plump, Andrew S, Pop, Victor J M, Räikkönen, Katri, Kiryluk, Krzysztof, Sala, Cinzia, Salumets, Andres, Kubo, Michiaki, Stacey, Simon N, Starr, John M, Stathopoulou, Maria G, Styrkarsdottir, Unnur, Tenesa, Albert, Toniolo, Daniela, Tryggvadottir, Laufey, Tsui, Kim, Ulivi, Sheila, van Dam, Rob M, van Gils, Carla H, van Nierop, Peter, Vink, Jacqueline M, Visscher, Peter M, Voorhuis, Marlies, Liang, Liming, Waeber, Gérard, Wallaschofski, Henri, Wichmann, H Erich, Widen, Elisabeth, Wijnands-van Gent, Colette J M, Yerges-Armstrong, Laura M, Lifton, Richard P, Zgaga, Lina, Zillikens, M Carola, Zygmunt, Marek, Arnold, Alice M, Buring, Julie E, Crisponi, Laura, Demerath, Ellen W, Ma, Baoshan, Hu, Frank B, Hunter, David J, Launer, Lenore J, Montgomery, Grant W, Schlessinger, David, Streeten, Elizabeth A, Uitterlinden, André G, Murray, Anna, Murabito, Joanne M, McKnight, Amy J, Visser, Jenny A, Lunetta, Kathryn L, Elks, Cathy E, Cousminer, Diana L, Feenstra, Bjarke, Koller, Daniel L, Lin, Peng, Moffatt, Miriam F, McArdle, Patrick F, van Wingerden, Sophie W, Smith, Erin N, Ulivi, Shelia, Warrington, Nicole M, Alavere, Helen, Barroso, Ines, Berenson, Gerald S, Blackburn, Hannah, Busonero, Fabio, Chen, Wei, Nicholson, George, Couper, David, Döring, Angela, Easton, Douglas F, Eriksson, Johan, Foroud, Tatiana, Okada, Yukinori, Hernandez, Dena G, Kilpeläinen, Tuomas O, Li, Shengxu, Dorajoo, Rajkumar, Melbye, Mads, Murray, Jeffrey C, Murray, Sarah S, Nelis, Mari, Reinmaa, Eva, Ness, Andrew R, Northstone, Kate, Peacock, Munro, Salem, Rany M, Pennell, Craig E, Pharoah, Paul, Rafnar, Thorunn, Rice, John P, Ring, Susan M, Sandholm, Niina, Schork, Nicholas J, Segrè, Ayellet V, Sovio, Ulla, Srinivasan, Sathanur R, Tammesoo, Mar-Liis, Tikkanen, Emmi, Tyrer, Jonathon, van Meurs, Joyve B J, Waeber, Gerard, Takahashi, Atsushi, Young, Lauren, Zhuang, Wei Vivian, Bierut, Laura J, Boyd, Heather A, Tanaka, Toshihiro, Econs, Michael J, van 't Hooft, Ferdinand M, Vinkhuyzen, Anna A E, Westra, Harm-Jan, Consortium, ADIPOGen, Group, AGEN-BMI Working, Consortium, CARDIOGRAMplusC4D, Consortium, CKDGen, GLGC, ICBP, Fehrmann, Rudolf, Investigators, MAGIC, Consortium, MuTHER, Consortium, MIGen, Consortium, PAGE, Consortium, ReproGen, Consortium, GENIE, Consortium, International Endogene, Beilby, John, Blangero, John, Karjalainen, Juha, Crawford, Dana C, Cusi, Daniele, den Ruijter, Hester M, Erbel, Raimund, Justice, Anne E, Felix, Stephan B, Ferrannini, Ele, Ferrières, Jean, Franco, Oscar H, Gansevoort, Ron T, Gejman, Pablo V, Gottesman, Omri, Hattersley, Andrew T, Hindorff, Lucia A, Homuth, Georg, Jacobs, Kevin B, Anderson, Denise, Jöckel, Karl-Heinz, Johansen, Berit, Jousilahti, Pekka, Jula, Antti M, Kiemeney, Lambertus A, Knekt, Paul, Beekman, Marian, Kraja, Aldi T, Marchand, Loic Le, Lyssenko, Valeriya, Männistö, Satu, Marette, André, Matise, Tara C, Moll, Frans L, Ohlsson, Claes, Madden, Pamela A F, Pasterkamp, Gerard, Buyske, Steven, Qi, Lu, Raitakari, Olli T, Rankinen, Tuomo, Rao, D. C., Rice, Treva K, Rioux, John D, Ritchie, Marylyn D, Sarzynski, Mark A, Sever, Peter, Sinisalo, Juha, Deng, Guohong, Strauch, Konstantin, Tönjes, Anke, Trégouët, David-Alexandre, Tremblay, Angelo, Virtamo, Jarmo, Vohl, Marie-Claude, Pers, Tune H, Witteman, Jacqueline C, Amouyel, Philippe, Asselbergs, Folkert W, Bottinger, Erwin P, Bouchard, Claude, Cauchi, Stéphane, de Bakker, Paul I W, Haiman, Christopher A, Kaplan, Robert C, Moebus, Susanne, Pérusse, Louis, Schadt, Eric E, Slagboom, P Eline, Walker, Mark, Weir, David R, Zanen, Pieter, Fox, Caroline S, Heid, Iris M, Scherag, André, Kristiansson, Kati, Speliotes, Elizabeth K, Day, Felix R, Goldstein, Benjamin A, Cazier, Jean-Baptiste, Lotay, Vaneet, Ho, Weang K, Eriksson, Niclas, Lundmark, Per, Rafelt, Suzanne, Leach, Irene Mateo, Van Zuydam, Natalie, Medina-Gomez, Carolina, Burgdorf, Christof, Claudi-Boehm, Simone, Cox, David, El Mokhtari, NourEddine, Hager, Jörg, Hunt, Sarah E, Kang, Hyun M, Kessler, Thorsten, Knowles, Joshua W, Kolovou, Genovefa, Langford, Cordelia, Lokki, Marja-Liisa, Lundmark, Anders, Maouche, Seraya, Nikus, Kjell, Rayner, N William, Pasko, Dorota, Rosinger, Silke, Rubin, Diana, Rumpf, Moritz P, Schäfer, Arne, Sivananthan, Mohan, Stewart, Alexandre F R, Thorgeirsson, Gudmundur, Pechlivanis, Sonali, van der Schoot, C Ellen, Wagner, Peter J, Wells, George A, Wild, Philipp S, Tsun-Po, Yang, Basart, Hanneke, Powell, Corey, Peters, Marjolein J, Cupples, Adrienne L, Diemert, Patrick, Evans, Alun, Ferrario, Marco M, Gauguier, Dominique, Gudnason, Villi, Hazen, Stanley L, Jang, Yangsoo, Kee, Frank, Kim, Hyo-Soo, Kuulasmaa, Kari, Laaksonen, Reijo, Lee, Ji-Young, Ouwehand, Willem H, Parish, Sarah, Park, Jeong E, Schadt, Eric, Shah, Svati H, Wareham, Nicholas, Zimmermann, Martina E, Nieminen, Markku S, Sung, Yun Ju, Pastinen, Tomi, Zalloua, Pierre A, Blankenberg, Stefan S, O'Donnell, Christopher, Roberts, Robert, Garnaas, Maija, Böger, Carsten A, Fuchsberger, Christian, Tin, Adrienne, Taliun, Daniel, Li, Man, van der Laan, Sander W, Gao, Xiaoyi, Yang, Qiong, Hundertmark, Claudia, Foster, Meredith C, O'Seaghdha, Conall M, van Setten, Jessica, Struchalin, Maksim, Li, Guo, Gierman, Hinco J, Feitosa, Mary, Atkinson, Elizabeth J, Lohman, Kurt, Van Vliet-Ostaptchouk, Jana V, Chouraki, Vincent, Holliday, Elizabeth G, Sorice, Rossella, Kutalik, Zoltan, Wang, Zhaoming, Deshmukh, Harshal, Chu, Audrey Y, Murgia, Federico, Imboden, Medea, Kollerits, Barbara, Schmidt, Helena, Cavalieri, Margherita, Rao, Madhumathi, de Andrade, Mariza, Turner, Stephen T, Ding, Jingzhong, Freedman, Barry I, Minelli, Cosetta, Wheeler, Heather E, Zaboli, Ghazal, Ellinghaus, David, Nöthlings, Ute, Jacobs, Gunnar, Biffar, Reiner, Endlich, Karlhans, Nauck, Matthias, Stracke, Sylvia, Ärnlöv, Johan, Aulchenko, Yurii S, Hastie, Nick, Arscott, Gillian M, Helmer, Catherine, Wang, Jie Jin, Ruggiero, Daniela, Nikopensius, Tiit, Province, Michael, Ketkar, Shamika, Attwood, Antony P, Colhoun, Helen, Doney, Alex, Robino, Antonietta, Giulianini, Franco, Krämer, Bernhard K, Portas, Laura, Buckley, Brendan M, Adam, Martin, Thun, Gian-Andri, Paulweber, Bernhard, Haun, Margot, Metzger, Marie, Mitchell, Paul, Ciullo, Marina, Kim, Stuart K, Palmer, Colin, Pirastu, Mario, Probst-Hensch, Nicole M, Kronenberg, Florian, Bas, Isabelita N, Schmidt, Reinhold, Borecki, Ingrid, Curhan, Gary C, Bellis, Claire, Franke, Andre, Ridker, Paul, Bennett, Amanda J, Goessling, Wolfram, Kao, W H Linda, Berne, Christian, de Boer, Ian H, Peralta, Carmen A, Blagieva, Roza, Akylbekova, Ermeg, Kramer, Holly, Blüher, Matthias, Böhringer, Stefan, Egan, Josephine, Reilly, Muredach, Townsend, Raymond R, Lumley, Thomas, Kestenbaum, Bryan, Haritunians, Talin, Yang, Jian, Böttcher, Yvonne, Lu, Xiaoning, Leak, Tennille S, Aasarød, Knut, Skorpen, Frank, Baumert, Jens, Devuyst, Olivier, Mychaleckyj, Josyf C, Kedenko, Lyudmyla, Coassin, Stefan, Caspersen, Ida H, Curhan, Gary, Hallan, Stein, Shlipak, Michael G, Kao, W. H. L., Anderson, Carl A, Daw, E Warwick, Guo, Qun, Henders, Anjali K, Lambert, Ann, Lee, Sang Hong, Kennedy, Stephen H, Macgregor, Stuart, Missmer, Stacey A, de Craen, Anton J M, Painter, Jodie N, Roseman, Fenella, Treloar, Susan A, Wallace, Leanne, Delgado, Graciela, McKnight, Amy Jayne, Forsblom, Carol, Isakova, Tamara, McKay, Gareth J, Williams, Winfred W, Sadlier, Denise M, Mäkinen, Ville-Petteri, Swan, Elizabeth J, Palmer, Cameron, Boright, Andrew P, Ahlqvist, Emma, Deshmukh, Harshal A, Keller, Benjamin J, Huang, Huateng, Ahola, Aila, Fagerholm, Emma, Gordin, Daniel, Harjutsalo, Valma, Biological Psychology, Neuroscience Campus Amsterdam - Neurobiology of Mental Health, EMGO+ - Lifestyle, Overweight and Diabetes, Epidemiology, Internal Medicine, Child and Adolescent Psychiatry / Psychology, Clinical Genetics, Obstetrics & Gynecology, Locke, Adam E, Kahali, Bratati, Berndt, Sonja I., Justice, Anne E., Pers, Tune H., Day, Felix R., Powell, Corey, Vedantam, Sailaja, Buchkovich, Martin L., Yang, Jian, Croteau Chonka, Damien C., Esko, Tonu, Fall, Tove, Ferreira, Teresa, Gustafsson, Stefan, Kutalik, Zoltán, Luan, Jian'An, Mägi, Reedik, Randall, Joshua C., Winkler, Thomas W., Wood, Andrew R., Workalemahu, Tsegaselassie, Faul, Jessica D., Smith, Jennifer A., Zhao, Jing Hua, Zhao, Wei, Chen, Jin, Fehrmann, Rudolf, Hedman, Åsa K., Karjalainen, Juha, Schmidt, Ellen M., Absher, Devin, Amin, Najaf, Anderson, Denise, Beekman, Marian, Bolton, Jennifer L., Bragg Gresham, Jennifer L., Buyske, Steven, Demirkan, Ayse, Deng, Guohong, Ehret, Georg B., Feenstra, Bjarke, Feitosa, Mary F., Fischer, Krista, Goel, Anuj, Gong, Jian, Jackson, Anne U., Kanoni, Stavroula, Kleber, Marcus E., Kristiansson, Kati, Lim, Unhee, Lotay, Vaneet, Mangino, Massimo, Leach, Irene Mateo, Medina Gomez, Carolina, Medland, Sarah E., Nalls, Michael A., Palmer, Cameron D., Pasko, Dorota, Pechlivanis, Sonali, Peters, Marjolein J., Prokopenko, Inga, Shungin, Dmitry, Stančáková, Alena, Strawbridge, Rona J., Sung, Yun Ju, Tanaka, Toshiko, Teumer, Alexander, Trompet, Stella, Van Der Laan, Sander W., Van Setten, Jessica, Van Vliet Ostaptchouk, Jana V., Wang, Zhaoming, Yengo, Loïc, Zhang, Weihua, Isaacs, Aaron, Albrecht, Eva, Ärnlöv, Johan, Arscott, Gillian M., Attwood, Antony P., Bandinelli, Stefania, Barrett, Amy, Bas, Isabelita N., Bellis, Claire, Bennett, Amanda J., Berne, Christian, Blagieva, Roza, Blüher, Matthia, Böhringer, Stefan, Bonnycastle, Lori L., Böttcher, Yvonne, Boyd, Heather A., Bruinenberg, Marcel, Caspersen, Ida H., Chen, Yii Der Ida, Clarke, Robert, Daw, E. Warwick, De Craen, Anton J. M., Delgado, Graciela, Dimitriou, Maria, Doney, Alex S. F., Eklund, Niina, Estrada, Karol, Eury, Elodie, Folkersen, Lasse, Fraser, Ross M., Garcia, Melissa E., Geller, Frank, Giedraitis, Vilmanta, Gigante, Bruna, Go, Alan S., Golay, Alain, Goodall, Alison H., Gordon, Scott D., Gorski, Mathia, Grabe, Hans Jörgen, Grallert, Harald, Grammer, Tanja B., Gräßler, Jürgen, Grönberg, Henrik, Groves, Christopher J., Gusto, Gaëlle, Haessler, Jeffrey, Hall, Per, Haller, Tooma, Hallmans, Goran, Hartman, Catharina A., Hassinen, Maija, Hayward, Caroline, Heard Costa, Nancy L., Helmer, Quinta, Hengstenberg, Christian, Holmen, Oddgeir, Hottenga, Jouke Jan, James, Alan L., Jeff, Janina M., Johansson, Åsa, Jolley, Jennifer, Juliusdottir, Thorhildur, Kinnunen, Leena, Koenig, Wolfgang, Koskenvuo, Markku, Kratzer, Wolfgang, Laitinen, Jaana, Lamina, Claudia, Leander, Karin, Lee, Nanette R., Lichtner, Peter, Lind, Lar, Lindström, Jaana, Lo, Ken Sin, Lobbens, Stéphane, Lorbeer, Roberto, Lu, Yingchang, Mach, Françoi, Magnusson, Patrik K. E., Mahajan, Anubha, Mcardle, Wendy L., Mclachlan, Stela, Menni, Cristina, Merger, Sigrun, Mihailov, Evelin, Milani, Lili, Moayyeri, Alireza, Monda, Keri L., Morken, Mario A., Mulas, Antonella, Müller, Gabriele, Müller Nurasyid, Martina, Musk, Arthur W., Nagaraja, Ramaiah, Nöthen, Markus M., Nolte, Ilja M., Pilz, Stefan, Rayner, Nigel W., Renstrom, Frida, Rettig, Rainer, Ried, Janina S., Ripke, Stephan, Robertson, Neil R., Rose, Lynda M., Sanna, Serena, Scharnagl, Hubert, Scholtens, Salome, Schumacher, Fredrick R., Scott, William R., Seufferlein, Thoma, Shi, Jianxin, Smith, Albert Vernon, Smolonska, Joanna, Stanton, Alice V., Steinthorsdottir, Valgerdur, Stirrups, Kathleen, Stringham, Heather M., Sundström, Johan, Swertz, Morris A., Swift, Amy J., Syvänen, Ann Christine, Tan, Sian Tsung, Tayo, Bamidele O., Thorand, Barbara, Thorleifsson, Gudmar, Tyrer, Jonathan P., Uh, Hae Won, Vandenput, Liesbeth, Verhulst, Frank C., Vermeulen, Sita H., Verweij, Niek, Vonk, Judith M., Waite, Lindsay L., Warren, Helen R., Waterworth, Dawn, Weedon, Michael N., Wilkens, Lynne R., Willenborg, Christina, Wilsgaard, Tom, Wojczynski, Mary K., Wong, Andrew, Wright, Alan F., Zhang, Qunyuan, Brennan, Eoin P., Choi, Murim, Dastani, Zari, Drong, Alexander W., Eriksson, Per, Franco Cereceda, Ander, Gådin, Jesper R., Gharavi, Ali G., Goddard, Michael E., Handsaker, Robert E., Huang, Jinyan, Karpe, Fredrik, Kathiresan, Sekar, Keildson, Sarah, Kiryluk, Krzysztof, Kubo, Michiaki, Lee, Jong Young, Liang, Liming, Lifton, Richard P., Ma, Baoshan, Mccarroll, Steven A., Mcknight, Amy J., Min, Josine L., Moffatt, Miriam F., Montgomery, Grant W., Murabito, Joanne M., Nicholson, George, Nyholt, Dale R., Okada, Yukinori, Perry, John R. B., Dorajoo, Rajkumar, Reinmaa, Eva, Salem, Rany M., Sandholm, Niina, Scott, Robert A., Stolk, Lisette, Takahashi, Atsushi, Tanaka, Toshihiro, Va't Hooft, Ferdinand M., Vinkhuyzen, Anna A. E., Westra, Harm Jan, Zheng, Wei, Zondervan, Krina T., Heath, Andrew C., Arveiler, Dominique, Bakker, Stephan J. L., Beilby, John, Bergman, Richard N., Blangero, John, Bovet, Pascal, Campbell, Harry, Caulfield, Mark J., Cesana, Giancarlo, Chakravarti, Aravinda, Chasman, Daniel I., Chines, Peter S., Collins, Francis S., Crawford, Dana C., Cupples, L. Adrienne, Cusi, Daniele, Danesh, John, De Faire, Ulf, Den Ruijter, Hester M., Dominiczak, Anna F., Erbel, Raimund, Erdmann, Jeanette, Eriksson, Johan G., Farrall, Martin, Felix, Stephan B., Ferrannini, Ele, Ferrières, Jean, Ford, Ian, Forouhi, Nita G., Forrester, Terrence, Franco, Oscar H., Gansevoort, Ron T., Gejman, Pablo V., Gieger, Christian, Gottesman, Omri, Gudnason, Vilmundur, Gyllensten, Ulf, Hall, Alistair S., Harris, Tamara B., Hattersley, Andrew T., Hicks, Andrew A., Hindorff, Lucia A., Hingorani, Aroon D., Hofman, Albert, Homuth, Georg, Hovingh, G. Kee, Humphries, Steve E., Hunt, Steven C., Hyppönen, Elina, Illig, Thoma, Jacobs, Kevin B., Jarvelin, Marjo Riitta, Jöckel, Karl Heinz, Johansen, Berit, Jousilahti, Pekka, Jukema, J. Wouter, Jula, Antti M., Kaprio, Jaakko, Kastelein, John J. P., Keinanen Kiukaanniemi, Sirkka M., Kiemeney, Lambertus A., Knekt, Paul, Kooner, Jaspal S., Kooperberg, Charle, Kovacs, Peter, Kraja, Aldi T., Kumari, Meena, Kuusisto, Johanna, Lakka, Timo A., Langenberg, Claudia, Le Marchand, Loic, Lehtimäki, Terho, Lyssenko, Valeriya, Männistö, Satu, Marette, André, Matise, Tara C., Mckenzie, Colin A., Mcknight, Barbara, Moll, Frans L., Morris, Andrew D., Morris, Andrew P., Murray, Jeffrey C., Nelis, Mari, Ohlsson, Clae, Oldehinkel, Albertine J., Ong, Ken K., Madden, Pamela A. F., Pasterkamp, Gerard, Peden, John F., Peters, Annette, Postma, Dirkje S., Pramstaller, Peter P., Price, Jackie F., Qi, Lu, Raitakari, Olli T., Rankinen, Tuomo, Rao, D. C., Rice, Treva K., Ridker, Paul M., Rioux, John D., Ritchie, Marylyn D., Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J., Saramies, Jouko, Sarzynski, Mark A., Schunkert, Heribert, Schwarz, Peter E. H., Sever, Peter, Shuldiner, Alan R., Sinisalo, Juha, Stolk, Ronald P., Strauch, Konstantin, Tönjes, Anke, Trégouët, David Alexandre, Tremblay, Angelo, Tremoli, Elena, Virtamo, Jarmo, Vohl, Marie Claude, Völker, Uwe, Waeber, Gérard, Willemsen, Gonneke, Witteman, Jacqueline C., Zillikens, M. Carola, Adair, Linda S., Amouyel, Philippe, Asselbergs, Folkert W., Assimes, Themistocles L., Bochud, Murielle, Boehm, Bernhard O., Boerwinkle, Eric, Bornstein, Stefan R., Bottinger, Erwin P., Bouchard, Claude, Cauchi, Stéphane, Chambers, John C., Chanock, Stephen J., Cooper, Richard S., De Bakker, Paul I. W., Dedoussis, George, Ferrucci, Luigi, Franks, Paul W., Froguel, Philippe, Groop, Leif C., Haiman, Christopher A., Hamsten, Ander, Hui, Jennie, Hunter, David J., Hveem, Kristian, Kaplan, Robert C., Kivimaki, Mika, Kuh, Diana, Laakso, Markku, Liu, Yongmei, Martin, Nicholas G., März, Winfried, Melbye, Mad, Metspalu, Andre, Moebus, Susanne, Munroe, Patricia B., Njolstad, Inger, Oostra, Ben A., Palmer, Colin N. A., Pedersen, Nancy L., Perola, Marku, Pérusse, Loui, Peters, Ulrike, Power, Chri, Quertermous, Thoma, Rauramaa, Rainer, Rivadeneira, Fernando, Saaristo, Timo E., Saleheen, Danish, Sattar, Naveed, Schadt, Eric E., Schlessinger, David, Slagboom, P. Eline, Snieder, Harold, Spector, Tim D., Thorsteinsdottir, Unnur, Stumvoll, Michael, Tuomilehto, Jaakko, Uitterlinden, André G., Uusitupa, Matti, Van Der Harst, Pim, Walker, Mark, Wallaschofski, Henri, Wareham, Nicholas J., Watkins, Hugh, Weir, David R., Wichmann, H. Erich, Wilson, James F., Zanen, Pieter, Borecki, Ingrid B., Deloukas, Pano, Fox, Caroline S., Heid, Iris M., O'Connell, Jeffrey R., Strachan, David P., Stefansson, Kari, Van Duijn, Cornelia M., Abecasis, Goncalo R., Franke, Lude, Frayling, Timothy M., Mccarthy, Mark I., Visscher, Peter M., Scherag, André, Willer, Cristen J., Boehnke, Michael, Mohlke, Karen L., Lindgren, Cecilia M., Beckmann, Jacques S., Barroso, Inê, North, Kari E., Ingelsson, Erik, Hirschhorn, Joel N., Loos, Ruth J. F., Speliotes, Elizabeth K., D'Adamo, ADAMO PIO, Gasparini, Paolo, LifeLines Cohort Study, ADIPOGen Consortium, AGEN-BMI Working Group, CARDIOGRAMplusC4D Consortium, CKDGen Consortium, MAGIC Investigators, MuTHER Consortium, MIGen Consortium, PAGE Consortium, ReproGen Consortium, GENIE Consortium, International Endogene Consortium, GLGC, ICBP, Deloukas, P., Kanoni, S., Willenborg, C., Farrall, M., Assimes, TL., Thompson, JR., Ingelsson, E., Saleheen, D., Erdmann, J., Goldstein, BA., Stirrups, K., König, IR., Cazier, JB., Johansson£££Åsa£££ Å., Hall, AS., Lee, JY., Willer, CJ., Chambers, JC., Esko£££Tõnu£££ T., Folkersen, L., Goel, A., Grundberg, E., Havulinna, AS., Ho, WK., Hopewell, JC., Eriksson, N., Kleber, ME., Kristiansson, K., Lundmark, P., Lyytikäinen, LP., Rafelt, S., Shungin, D., Strawbridge, RJ., Thorleifsson, G., Tikkanen, E., Van Zuydam, N., Voight, BF., Waite, LL., Zhang, W., Ziegler, A., Absher, D., Altshuler, D., Balmforth, AJ., Barroso£££Inês£££ I., Braund, PS., Burgdorf, C., Claudi-Boehm, S., Cox, D., Dimitriou, M., Do, R., Doney, AS., El Mokhtari, N., Eriksson, P., Fischer, K., Fontanillas, P., Franco-Cereceda, A., Gigante, B., Groop, L., Gustafsson, S., Hager, J., Hallmans, G., Han, BG., Hunt, SE., Kang, HM., Illig, T., Kessler, T., Knowles, JW., Kolovou, G., Kuusisto, J., Langenberg, C., Langford, C., Leander, K., Lokki, ML., Lundmark, A., McCarthy, MI., Meisinger, C., Melander, O., Mihailov, E., Maouche, S., Morris, AD., Müller-Nurasyid, M., Nikus, K., Peden, JF., Rayner, NW., Rasheed, A., Rosinger, S., Rubin, D., Rumpf, MP., Schäfer, A., Sivananthan, M., Song, C., Stewart, AF., Tan, ST., Thorgeirsson, G., van der Schoot CE., Wagner, PJ., Wells, GA., Wild, PS., Tsun-Po, Y., Amouyel, P., Arveiler, D., Basart, H., Boehnke, M., Boerwinkle, E., Brambilla, P., Cambien, F., Cupples, AL., de Faire, U., Dehghan, A., Diemert, P., Epstein, SE., Evans, A., Ferrario, MM., Ferrières, J., Gauguier, D., Go, AS., Goodall, AH., Gudnason, V., Hazen, SL., Holm, H., Iribarren, C., Jang, Y., Kähönen, M., Kee, F., Kim, HS., Klopp, N., Koenig, W., Kratzer, W., Kuulasmaa, K., Laakso, M., Laaksonen, R., Lind, L., Ouwehand, WH., Parish, S., Park, JE., Pedersen, NL., Peters, A., Quertermous, T., Rader, DJ., Salomaa, V., Schadt, E., Shah, SH., Sinisalo, J., Stark, K., Stefansson, K., Trégouët, DA., Virtamo, J., Wallentin, L., Wareham, N., Zimmermann, ME., Nieminen, MS., Hengstenberg, C., Sandhu, MS., Pastinen, T., Syvänen, AC., Hovingh, GK., Dedoussis, G., Franks, PW., Lehtimäki, T., Metspalu, A., Zalloua, PA., Siegbahn, A., Schreiber, S., Ripatti, S., Blankenberg, SS., Perola, M., Clarke, R., Boehm, BO., O'Donnell, C., Reilly, MP., März, W., Collins, R., Kathiresan, S., Hamsten, A., Kooner, JS., Thorsteinsdottir, U., Danesh, J., Palmer, CN., Roberts, R., Watkins, H., Schunkert, H., Samani, NJ., Pattaro, C., Köttgen, A., Teumer, A., Garnaas, M., Böger, CA., Fuchsberger, C., Olden, M., Chen, MH., Tin, A., Taliun, D., Li, M., Gao, X., Gorski, M., Yang, Q., Hundertmark, C., Foster, MC., O'Seaghdha, CM., Glazer, N., Isaacs, A., Liu, CT., Smith, AV., O'Connell, JR., Struchalin, M., Tanaka, T., Li, G., Johnson, AD., Gierman, HJ., Feitosa, M., Hwang, SJ., Atkinson, EJ., Lohman, K., Cornelis, MC., Tönjes, A., Chouraki, V., Holliday, EG., Sorice, R., Kutalik, Z., Deshmukh, H., Ulivi, S., Chu, AY., Murgia, F., Trompet, S., Imboden, M., Kollerits, B., Pistis, G., Harris, TB., Launer, LJ., Aspelund, T., Eiriksdottir, G., Mitchell, BD., Schmidt, H., Cavalieri, M., Rao, M., Hu, FB., Demirkan, A., Oostra, BA., de Andrade, M., Turner, ST., Ding, J., Andrews, JS., Freedman, BI., Döring, A., Wichmann, HE., Kolcic, I., Zemunik, T., Boban, M., Minelli, C., Wheeler, HE., Igl, W., Zaboli, G., Wild, SH., Wright, AF., Campbell, H., Ellinghaus, D., Nöthlings, U., Jacobs, G., Biffar, R., Endlich, K., Ernst, F., Homuth, G., Kroemer, HK., Nauck, M., Stracke, S., Völker, U., Völzke, H., Kovacs, P., Stumvoll, M., Mägi, R., Hofman, A., Uitterlinden, AG., Rivadeneira, F., Aulchenko, YS., Polasek, O., Hastie, N., Vitart, V., Helmer, C., Wang, JJ., Ruggiero, D., Bergmann, S., Viikari, J., Nikopensius, T., Province, M., Ketkar, S., Colhoun, H., Doney, A., Robino, A., Giulianini, F., Krämer, BK., Portas, L., Ford, I., Buckley, BM., Adam, M., Thun, GA., Paulweber, B., Haun, M., Sala, C., Metzger, M., Mitchell, P., Ciullo, M., Kim, SK., Vollenweider, P., Raitakari, O., Palmer, C., Gasparini, P., Pirastu, M., Jukema, J., Probst-Hensch, NM., Kronenberg, F., Toniolo, D., Shuldiner, AR., Coresh, J., Schmidt, R., Ferrucci, L., Siscovick, DS., van Duijn CM., Borecki, I., Kardia, SL., Liu, Y., Curhan, GC., Rudan, I., Gyllensten, U., Wilson, JF., Franke, A., Pramstaller, PP., Rettig, R., Prokopenko, I., Witteman, JC., Hayward, C., Ridker, P., Parsa, A., Bochud, M., Heid, IM., Goessling, W., Chasman, DI., Kao, W., Fox, CS., de Boer IH., Glazer, NL., Peralta, CA., Kutalik£££Zoltán£££ Z., Luan£££Jian'an£££ J., Zhao, JH., Akylbekova, E., Kramer, H., van der Harst, P., Arking, DE., Franceschini, N., Egan, J., Hernandez, D., Reilly, M., Townsend, RR., Lumley, T., Psaty, BM., Kestenbaum, B., Haritunians, T., Waeber, G., Mooser, V., Waterworth, D., Florez, JC., Meigs, JB., Lu, X., Leak, TS., Aasarød, K., Skorpen, F., Baumert, J., Devuyst, O., Mychaleckyj, JC., Bakker, SJ., Kedenko, L., Coassin, S., Hastie, ND., Curhan, G., Ärnlöv, J., Hallan, S., Navis, G., Shlipak, MG., Bull, SB., Paterson, AD., Wareham, NJ., Loos, RJ., Rotter, JI., Cupples, L., Beckmann, JS., Dreisbach, AW., Kao, WH., Anderson, CA., Gordon, SD., Guo, Q., Henders, A., Lambert, A., Lee, SH., Kraft, P., Kennedy, SH., Macgregor, S., Martin, NG., Missmer, SA., Montgomery, GW., Morris, AP., Nyholt, DR., Painter, JN., Roseman, F., Treloar, SA., Visscher, PM., Wallace, L., Zondervan, KT., Sandholm, N., Salem, RM., McKnight, AJ., Brennan, EP., Forsblom, C., Isakova, T., McKay, GJ., Williams, WW., Sadlier, DM., Mäkinen, VP., Swan, EJ., Boright, AP., Ahlqvist, E., Keller, BJ., Huang, H., Ahola, A., Fagerholm, E., Gordin, D., Harjutsalo, V., He, B., Heikkilä, O., Hietala, K., Kytö, J., Lahermo£££Päivi£££ P., Lehto, M., Österholm, AM., Parkkonen, M., Pitkäniemi, J., Rosengård-Bärlund, M., Saraheimo, M., Sarti, C., Söderlund, J., Soro-Paavonen, A., Syreeni, A., Thorn, LM., Tikkanen, H., Tolonen, N., Tryggvason, K., Tuomilehto, J., Wadén, J., Gill, GV., Prior, S., Guiducci, C., Mirel, DB., Taylor, A., Hosseini, M., Parving, HH., Rossing, P., Tarnow, L., Ladenvall, C., Alhenc-Gelas, F., Lefebvre, P., Rigalleau, V., Roussel, R., Tregouet, DA., Maestroni, A., Maestroni, S., Falhammar, H., Gu, T., Möllsten, A., Cimponeriu, D., Mihai, I., Mota, M., Mota, E., Serafinceanu, C., Stavarachi, M., Hanson, RL., Nelson, RG., Kretzler, M., Colhoun, HM., Panduru, NM., Gu, HF., Brismar, K., Zerbini, G., Hadjadj, S., Marre, M., Lajer, M., Waggott, D., Savage, DA., Bain, SC., Martin, F., Hirschhorn, JN., Godson, C., Groop, PH., Maxwell, AP., Schmidt, EM., Sengupta, S., Peloso, GM., Ganna, A., Chen, J., Buchkovich, ML., Mora, S., Bragg-Gresham, JL., Chang, HY., Demirkan£££Ayşe£££ A., Den Hertog HM., Donnelly, LA., Ehret, GB., Feitosa, MF., Ferreira, T., Fraser, RM., Freitag, DF., Gurdasani, D., Heikkilä, K., Hyppönen, E., Jackson, AU., Johnson, T., Kaakinen, M., Kettunen, J., Li, X., Magnusson, PK., Mangino, M., Montasser, ME., Nolte, IM., Palmer, CD., Petersen, AK., Sanna, S., Saxena, R., Service, SK., Shah, S., Sidore, C., Surakka, I., Teslovich, TM., Van den Herik EG., Volcik, KA., Wong, A., Wu, Y., Asiki, G., Been, LF., Bolton, JL., Bonnycastle, LL., Burnett, MS., Cesana, G., Doring, A., Elliott, P., Eyjolfsson, GI., Goodarzi, MO., Grallert, H., Gravito, ML., Groves, CJ., Hartikainen, AL., Hicks, AA., Hung, YJ., Jones, MR., Kaleebu, P., Kastelein, JJ., Khaw, KT., Kim, E., Komulainen, P., Kumari, M., Lehtimaki, T., Lin, SY., Lindstrom, J., Mach, F., McArdle, WL., Muller, G., Nagaraja, R., Narisu, N., Nieminen, TV., Nsubuga, RN., Olafsson, I., Ong, KK., Palotie, A., Papamarkou, T., Pomilla, C., Pouta, A., Ridker, PM., Ruokonen, A., Samani, N., Scharnagl, H., Seeley, J., Silander, K., Stančáková, A., Swift, AJ., Tiret, L., van Pelt, L., Vedantam, S., Wainwright, N., Wijmenga, C., Willemsen, G., Wilsgaard, T., Young, EH., Adair, LS., Bandinelli, S., Bennett, F., Boomsma, DI., Borecki, IB., Bornstein, SR., Bovet, P., Burnier, M., Chakravarti, A., Chen, YD., Collins, FS., Cooper, RS., Feranil, AB., Ferrieres, J., Freimer, NB., Gieger, C., Groop, LC., Hingorani, A., Hovingh, G., Hsiung, CA., Humphries, SE., Hunt, SC., Hveem, K., Jarvelin, MR., Jula, A., Kaprio, J., Kesäniemi, A., Kivimaki, M., Koudstaal, PJ., Krauss, RM., Kuh, D., Kyvik, KO., Lakka, TA., Lindgren, CM., McKenzie, CA., Meneton, P., Moilanen, L., Munroe, PB., Njølstad, I., Power, C., Price, JF., Rauramaa, R., Sanghera, DK., Saramies, J., Schwarz, PE., Sheu, WH., Spector, TD., Strachan, DP., Tayo, BO., Tremoli, E., Uusitupa, M., Whitfield, JB., Wolffenbuttel, BH., Ordovas, JM., Rich, SS., Mohlke, KL., Abecasis, GR., Abecasis, G., Caulfield, M., Chasman, D., Ehret, G., Johnson, A., Johnson, L., Larson, M., Levy, D., Munroe, P., Newton-Cheh, C., O'Reilly, P., Palmas, W., Psaty, B., Rice, K., Smith, A., Snider, H., Tobin, M., Van Duijn, C., Verwoert, G., Rice, KM., Tobin, MD., Verwoert, GC., Pihur, V., O'Reilly, PF., Amin, N., Launer, L., Aulchenko, Y., Heath, S., Sõber, S., Arora, P., Zhang, F., Lucas, G., Milaneschi, Y., Parker, AN., Fava, C., Fox, ER., Go, MJ., Sjögren, M., Vinay, D., Alexander, M., Tabara, Y., Shaw-Hawkins, S., Whincup, PH., Shi, G., Tayo, B., Seielstad, M., Sim, X., Nguyen, KD., Matullo, G., Gaunt, TR., Onland-Moret, NC., Cooper, MN., Platou, CG., Org, E., Hardy, R., Dahgam, S., Palmen, J., Kuznetsova, T., Uiterwaal, CS., Adeyemo, A., Ludwig, B., Tomaszewski, M., Tzoulaki, I., Palmer, ND., Garcia, M., Chang, YP., Steinle, NI., Grobbee, DE., Morrison, AC., Najjar, S., Hadley, D., Brown, MJ., Connell, JM., Hingorani, AD., Day, IN., Lawlor, DA., Beilby, JP., Lawrence, RW., Ongen, H., Li, Y., Young, JH., Bis, JC., Lee, NR., Bolton, JA., Chaturvedi, N., Frayling, TM., Islam, M., Jafar, TH., Kulkarni, SR., Grässler, J., Howard, P., Guarrera, S., Ricceri, F., Emilsson, V., Plump, A., Weder, AB., Sun, YV., Bergman, RN., Scott, LJ., Stringham, HM., Peltonen, L., Vartiainen, E., Brand, SM., Staessen, JA., Wang, TJ., Burton, PR., Artigas, MS., Dong, Y., Snieder, H., Wang, X., Zhu, H., Lohman, KK., Rudock, ME., Heckbert, SR., Smith, NL., Wiggins, KL., Doumatey, A., Shriner, D., Veldre, G., Viigimaa, M., Kinra, S., Prabhakaran, D., Tripathy, V., Langefeld, CD., Rosengren, A., Thelle, DS., Corsi, AM., Singleton, A., Forrester, T., Hilton, G., Salako, T., Iwai, N., Kita, Y., Ogihara, T., Ohkubo, T., Okamura, T., Ueshima, H., Umemura, S., Eyheramendy, S., Meitinger, T., Cho, YS., Kim, HL., Scott, J., Sehmi, JS., Hedblad, B., Nilsson, P., Smith, GD., Raffel, LJ., Yao, J., Schwartz, SM., Ikram, M., Longstreth W.<Suffix>Jr</Suffix>, Mosley, TH., Seshadri, S., Shrine, NR., Wain, LV., Morken, MA., Laitinen, J., Zitting, P., Cooper, JA., van Gilst WH., Janipalli, CS., Mani, K., Yajnik, CS., Mattace-Raso, FU., Lakatta, EG., Orru, M., Scuteri, A., Ala-Korpela, M., Kangas, AJ., Soininen, P., Tukiainen, T., Würtz, P., Ong, RT., Dörr, M., Galan, P., Hercberg, S., Lathrop, M., Zelenika, D., Zhai, G., Meschia, JF., Nalls, MA., Sharma, P., Terzic, J., Kumar, M., Denniff, M., Zukowska-Szczechowska, E., Wagenknecht, LE., Fowkes, F., Charchar, FJ., Guo, X., Rotimi, C., Bots, ML., Brand, E., Talmud, PJ., Nyberg, F., Laan, M., Palmer, LJ., van der Schouw YT., Casas, JP., Vineis, P., Ganesh, SK., Wong, TY., Tai, ES., Rao, DC., Morris, RW., Dominiczak, AF., Marmot, MG., Miki, T., Chandak, GR., Zhu, X., Gyllensten, UB., Elosua, R., Soranzo, N., Sijbrands, EJ., Uda, M., Vasan, RS., Larson, MG., Järvelin, MR., Caulfield, MJ., Alizadeh, BZ., de Boer RA., Boezen, HM., Bruinenberg, M., Franke, L., Hillege, HL., van der Klauw MM., Ormel, J., Postma, DS., Rosmalen, JG., Slaets, JP., Stolk, RP., Scott, RA., Lagou, V., Welch, RP., Wheeler, E., Rehnberg, E., Rasmussen-Torvik, LJ., Yengo£££Loïc£££ L., Lecoeur, C., Johnson, PC., Jukema, JW., Mahajan, A., Verweij, N., Hottenga, JJ., Sennblad, B., Salo, P., Timpson, NJ., Evans, DM., St Pourcain, B., Hui, J., Bielak, LF., Zhao, W., Horikoshi, M., Navarro, P., Esko, T., Fall, T., Raychaudhuri, S., Chen, H., Robertson, N., Rybin, D., Willems, SM., Chines, PS., Song, K., An, P., Marullo, L., Jansen, H., Oldehinkel, AJ., Pankow, JS., North, KE., Forouhi, NG., Edkins, S., Varga, TV., Oksa, H., Antonella, M., Kong, A., Herder, C., Antti, J., Small, K., Miljkovic, I., Atalay, M., Kiess, W., James, AL., Smit, JH., Campbell, S., Fowkes, GR., Lindström, J., Basart, HV., Rathmann, W., Maerz, W., Province, MA., Watanabe, RM., de Geus EJ., Penninx, BW., Dedoussis, GV., Toenjes, A., Peyser, PA., Körner, A., Lakka, T., Keinanen-Kiukaanniemi, SM., Saaristo, TE., Dupuis, J., Sattar, N., Cucca, F., Balkau, B., Froguel, P., Bouatia-Naji, N., Purcell, S., Musunuru, K., Ardissino, D., Mannucci, PM., Anand, S., Engert, JC., Morgan, T., Spertus, JA., Stoll, M., Girelli, D., McKeown, PP., Patterson, CC., O'Donnell, CJ., Merlini, PA., Berzuini, C., Bernardinelli, L., Peyvandi, F., Tubaro, M., Celli, P., Ferrario, M., Fetiveau, R., Marziliano, N., Casari, G., Galli, M., Ribichini, F., Rossi, M., Bernardi, F., Zonzin, P., Piazza, A., Yee, J., Friedlander, Y., Marrugat, J., Subirana, I., Sala, J., Ramos, R., Williams, G., Nathan, DM., MacRae, CA., Berglund, G., Asselta, R., Duga, S., Spreafico, M., Daly, MJ., Nemesh, J., Korn, JM., McCarroll, SA., Surti, A., Gianniny, L., Mirel, D., Parkin, M., Burtt, N., Gabriel, SB., Wright, BJ., Ball, SG., Schunkert, I., Linsel-Nitschke, P., Lieb, W., Fischer, M., Grosshennig, A., Preuss, M., Ouwehand, W., Scholz, M., Goodall, A., Chen, Z., Wilensky, R., Matthai, W., Qasim, A., Hakonarson, HH., Devaney, J., Pichard, AD., Kent, KM., Satler, L., Lindsay, JM., Waksman, R., Knouff, CW., Waterworth, DM., Walker, MC., Scheffold, T., Berger, K., Huge, A., Martinelli, N., Olivieri, O., Corrocher, R., Hólm, H., Xie, C., Siscovick, D., Ahmadi, KR., Ainali, C., Barrett, A., Bataille, V., Bell, JT., Buil, A., Dermitzakis, ET., Dimas, AS., Durbin, R., Glass, D., Hassanali, N., Hedman£££Åsa K£££ ÅK., Ingle, C., Keildson, S., Knowles, D., Krestyaninova, M., Lowe, CE., Meduri, E., di Meglio, P., Min, JL., Montgomery, SB., Nestle, FO., Nica, AC., Nisbet, J., O'Rahilly, S., Parts, L., Potter, S., Sekowska, M., Shin, SY., Small, KS., Surdulescu, G., Travers, ME., Tsaprouni, L., Tsoka, S., Wilk, A., Yang, TP., Matise, T., Buyske, S., Higashio, J., Williams, R., Nato, A., Ambite, JL., Deelman, E., Manolio, T., Hindorff, L., Heiss, G., Taylor, K., Avery, C., Graff, M., Lin, D., Quibrera, M., Cochran, B., Kao, L., Umans, J., Cole, S., MacCluer, J., Person, S., Pankow, J., Gross, M., Fornage, M., Durda, P., Jenny, N., Patsy, B., Arnold, A., Buzkova, P., Crawford, D., Haines, J., Murdock, D., Glenn, K., Brown-Gentry, K., Thornton-Wells, T., Dumitrescu, L., Jeff, J., Bush, WS., Mitchell, SL., Goodloe, R., Wilson, S., Boston, J., Malinowski, J., Restrepo, N., Oetjens, M., Fowke, J., Zheng, W., Spencer, K., Ritchie, M., Pendergrass, S., Le Marchand£££Loïc£££ L., Wilkens, L., Park, L., Tiirikainen, M., Kolonel, L., Lim, U., Cheng, I., Wang, H., Shohet, R., Haiman, C., Stram, D., Henderson, B., Monroe, K., Schumacher, F., Kooperberg, C., Peters, U., Anderson, G., Carlson, C., Prentice, R., LaCroix, A., Wu, C., Carty, C., Gong, J., Rosse, S., Young, A., Haessler, J., Kocarnik, J., Lin, Y., Jackson, R., Duggan, D., Kuller, L., Stolk, L., Perry, JR., He, C., Sulem, P., Barbalic, M., Broer, L., Byrne, EM., Gudbjartsson, DF., McArdle, PF., Porcu, E., van Wingerden, S., Zhuang, WV., Albrecht, E., Lauc, LB., Broekmans, FJ., Burri, A., Chanock, SJ., Chen, C., Corre, T., Coviello, AD., d'Adamo, P., Davies, G., Deary, IJ., Ebrahim, S., Eriksson, JG., Fauser, BC., Ferreli, L., Folsom, AR., Garcia, ME., Hall, P., Haller, T., Hankinson, SE., Hass, M., Heath, AC., Janssens, AC., Karasik, D., Keyzer, J., Kiel, DP., Lahti, J., Lai, S., Laisk, T., Laven, JS., Liu, J., Lopez, LM., Louwers, YV., Marongiu, M., Klaric, IM., Masciullo, C., McKnight, B., Medland, SE., Melzer, D., Newman, AB., Paré, G., Peeters, PH., Plump, AS., Pop, VJ., Räikkönen, K., Salumets, A., Smith, JA., Stacey, SN., Starr, JM., Stathopoulou, MG., Styrkarsdottir, U., Tenesa, A., Thorand, B., Tryggvadottir, L., Tsui, K., van Dam RM., van Gils CH., van Nierop, P., Vink, JM., Voorhuis, M., Wallaschofski, H., Widen, E., Wijnands-van Gent CJ., Yerges-Armstrong, LM., Zgaga, L., Zillikens, MC., Zygmunt, M., Arnold, AM., Buring, JE., Crisponi, L., Demerath, EW., Hunter, DJ., Schlessinger, D., Streeten, EA., Murray, A., Murabito, JM., Visser, JA., Lunetta, KL., Elks, CE., Cousminer, DL., Feenstra, B., Koller, DL., Lin, P., van Wingerden SW., Smith, EN., Warrington, NM., Alavere, H., Barroso, I., Berenson, GS., Blackburn, H., Busonero, F., Chen, W., Couper, D., Easton, DF., Eriksson, J., Foroud, T., Geller, F., Hernandez, DG., Kilpeläinen, TO., Li, S., Melbye, M., Murray, JC., Murray, SS., Nelis, M., Ness, AR., Northstone, K., Peacock, M., Pennell, CE., Pharoah, P., Rafnar, T., Rice, JP., Ring, SM., Schork, NJ., Segrè, AV., Sovio, U., Srinivasan, SR., Tammesoo, ML., Tyrer, J., van Meurs JB., Weedon, MN., Wichmann, H., Young, L., Bierut, LJ., Boyd, HA., Econs, MJ., Van T'Hooft, Ferdinand M., Njølstad, Inger, Abecasis, Gonçalo R., Barroso, Inɥ, The MIGEN Consortium, Investigator, Casari, GIORGIO NEVIO, Other departments, ACS - Amsterdam Cardiovascular Sciences, Vascular Medicine, Landsteiner Laboratory, Clinical Haematology, Damage and Repair in Cancer Development and Cancer Treatment (DARE), Guided Treatment in Optimal Selected Cancer Patients (GUTS), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Life Course Epidemiology (LCE), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Groningen Research Institute for Asthma and COPD (GRIAC), Groningen Institute for Organ Transplantation (GIOT), Lifestyle Medicine (LM), Groningen Kidney Center (GKC), Cardiovascular Centre (CVC), Center for Liver, Digestive and Metabolic Diseases (CLDM), Stem Cell Aging Leukemia and Lymphoma (SALL), Locke, A, Kahali, B, Berndt, S, Justice, A, Pers, T, Day, F, Powell, C, Vedantam, S, Buchkovich, M, Yang, J, Croteau-Chonka, D, Esko, T, Fall, T, Ferreira, T, Gustafsson, S, Kutalik, Z, Luan, J, Magi, R, Randall, J, Winkler, T, Wood, A, Workalemahu, T, Faul, J, Smith, J, Zhao, J, Zhao, W, Chen, J, Fehrmann, R, Hedman, A, Karjalainen, J, Schmidt, E, Absher, D, Amin, N, Anderson, D, Beekman, M, Bolton, J, Bragg-Gresham, J, Buyske, S, Demirkan, A, Deng, G, Ehret, G, Feenstra, B, Feitosa, M, Fischer, K, Goel, A, Gong, J, Jackson, A, Kanoni, S, Kleber, M, Kristiansson, K, Lim, U, Lotay, V, Mangino, M, Leach, I, Medina-Gomez, C, Medland, S, Nalls, M, Palmer, C, Pasko, D, Pechlivanis, S, Peters, M, Prokopenko, I, Shungin, D, Stancakova, A, Strawbridge, R, Sung, Y, Tanaka, T, Teumer, A, Trompet, S, van der Laan, S, van Setten, J, Van Vliet-Ostaptchouk, J, Wang, Z, Yengo, L, Zhang, W, Isaacs, A, Albrecht, E, Arnlov, J, Arscott, G, Attwood, A, Bandinelli, S, Barrett, A, Bas, I, Bellis, C, Bennett, A, Berne, C, Blagieva, R, Bluher, M, Bohringer, S, Bonnycastle, L, Bottcher, Y, Boyd, H, Bruinenberg, M, Caspersen, I, Chen, Y, Clarke, R, Daw, E, de Craen, A, Delgado, G, Dimitriou, M, Doney, A, Eklund, N, Estrada, K, Eury, E, Folkersen, L, Fraser, R, Garcia, M, Geller, F, Giedraitis, V, Gigante, B, Go, A, Golay, A, Goodall, A, Gordon, S, Gorski, M, Grabe, H, Grallert, H, Grammer, T, Grassler, J, Gronberg, H, Groves, C, Gusto, G, Haessler, J, Hall, P, Haller, T, Hallmans, G, Hartman, C, Hassinen, M, Hayward, C, Heard-Costa, N, Helmer, Q, Hengstenberg, C, Holmen, O, Hottenga, J, James, A, Jeff, J, Johansson, A, Jolley, J, Juliusdottir, T, Kinnunen, L, Koenig, W, Koskenvuo, M, Kratzer, W, Laitinen, J, Lamina, C, Leander, K, Lee, N, Lichtner, P, Lind, L, Lindstrom, J, Lo, K, Lobbens, S, Lorbeer, R, Lu, Y, Mach, F, Magnusson, P, Mahajan, A, Mcardle, W, Mclachlan, S, Menni, C, Merger, S, Mihailov, E, Milani, L, Moayyeri, A, Monda, K, Morken, M, Mulas, A, Muller, G, Muller-Nurasyid, M, Musk, A, Nagaraja, R, Nothen, M, Nolte, I, Pilz, S, Rayner, N, Renstrom, F, Rettig, R, Ried, J, Ripke, S, Robertson, N, Rose, L, Sanna, S, Scharnagl, H, Scholtens, S, Schumacher, F, Scott, W, Seufferlein, T, Shi, J, Smith, A, Smolonska, J, Stanton, A, Steinthorsdottir, V, Stirrups, K, Stringham, H, Sundstrom, J, Swertz, M, Swift, A, Syvanen, A, Tan, S, Tayo, B, Thorand, B, Thorleifsson, G, Tyrer, J, Uh, H, Vandenput, L, Verhulst, F, Vermeulen, S, Verweij, N, Vonk, J, Waite, L, Warren, H, Waterworth, D, Weedon, M, Wilkens, L, Willenborg, C, Wilsgaard, T, Wojczynski, M, Wong, A, Wright, A, Zhang, Q, Brennan, E, Choi, M, Dastani, Z, Drong, A, Eriksson, P, Franco-Cereceda, A, Gadin, J, Gharavi, A, Goddard, M, Handsaker, R, Huang, J, Karpe, F, Kathiresan, S, Keildson, S, Kiryluk, K, Kubo, M, Lee, J, Liang, L, Lifton, R, Ma, B, Mccarroll, S, Mcknight, A, Min, J, Moffatt, M, Montgomery, G, Murabito, J, Nicholson, G, Nyholt, D, Okada, Y, Perry, J, Dorajoo, R, Reinmaa, E, Salem, R, Sandholm, N, Scott, R, Stolk, L, Takahashi, A, Van't Hooft, F, Vinkhuyzen, A, Westra, H, Zheng, W, Zondervan, K, Heath, A, Arveiler, D, Bakker, S, Beilby, J, Bergman, R, Blangero, J, Bovet, P, Campbell, H, Caulfield, M, Cesana, G, Chakravarti, A, Chasman, D, Chines, P, Collins, F, Crawford, D, Cupples, L, Cusi, D, Danesh, J, de Faire, U, Den Ruijter, H, Dominiczak, A, Erbel, R, Erdmann, J, Eriksson, J, Farrall, M, Felix, S, Ferrannini, E, Ferrieres, J, Ford, I, Forouhi, N, Forrester, T, Franco, O, Gansevoort, R, Gejman, P, Gieger, C, Gottesman, O, Gudnason, V, Gyllensten, U, Hall, A, Harris, T, Hattersley, A, Hicks, A, Hindorff, L, Hingorani, A, Hofman, A, Homuth, G, Hovingh, G, Humphries, S, Hunt, S, Hypponen, E, Illig, T, Jacobs, K, Jarvelin, M, Jockel, K, Johansen, B, Jousilahti, P, Jukema, J, Jula, A, Kaprio, J, Kastelein, J, Keinanen-Kiukaanniemi, S, Kiemeney, L, Knekt, P, Kooner, J, Kooperberg, C, Kovacs, P, Kraja, A, Kumari, M, Kuusisto, J, Lakka, T, Langenberg, C, Marchand, L, Lehtimaki, T, Lyssenko, V, Mannisto, S, Marette, A, Matise, T, Mckenzie, C, Mcknight, B, Moll, F, Morris, A, Murray, J, Nelis, M, Ohlsson, C, Oldehinkel, A, Ong, K, Madden, P, Pasterkamp, G, Peden, J, Peters, A, Postma, D, Pramstaller, P, Price, J, Qi, L, Raitakari, O, Rankinen, T, Rao, D, Rice, T, Ridker, P, Rioux, J, Ritchie, M, Rudan, I, Salomaa, V, Samani, N, Saramies, J, Sarzynski, M, Schunkert, H, Schwarz, P, Sever, P, Shuldiner, A, Sinisalo, J, Stolk, R, Strauch, K, Tonjes, A, Tregouet, D, Tremblay, A, Tremoli, E, Virtamo, J, Vohl, M, Volker, U, Waeber, G, Willemsen, G, Witteman, J, Zillikens, M, Adair, L, Amouyel, P, Asselbergs, F, Assimes, T, Bochud, M, Boehm, B, Boerwinkle, E, Bornstein, S, Bottinger, E, Bouchard, C, Cauchi, S, Chambers, J, Chanock, S, Cooper, R, de Bakker, P, Dedoussis, G, Ferrucci, L, Franks, P, Froguel, P, Groop, L, Haiman, C, Hamsten, A, Hui, J, Hunter, D, Hveem, K, Kaplan, R, Kivimaki, M, Kuh, D, Laakso, M, Liu, Y, Martin, N, Marz, W, Melbye, M, Metspalu, A, Moebus, S, Munroe, P, Njolstad, I, Oostra, B, Pedersen, N, Perola, M, Perusse, L, Peters, U, Power, C, Quertermous, T, Rauramaa, R, Rivadeneira, F, Saaristo, T, Saleheen, D, Sattar, N, Schadt, E, Schlessinger, D, Slagboom, P, Snieder, H, Spector, T, Thorsteinsdottir, U, Stumvoll, M, Tuomilehto, J, Uitterlinden, A, Uusitupa, M, van der Harst, P, Walker, M, Wallaschofski, H, Wareham, N, Watkins, H, Weir, D, Wichmann, H, Wilson, J, Zanen, P, Borecki, I, Deloukas, P, Fox, C, Heid, I, O'Connell, J, Strachan, D, Stefansson, K, van Duijn, C, Abecasis, G, Franke, L, Frayling, T, Mccarthy, M, Visscher, P, Scherag, A, Willer, C, Boehnke, M, Mohlke, K, Lindgren, C, Beckmann, J, Barroso, I, North, K, Ingelsson, E, Hirschhorn, J, Loos, R, Speliotes, E, Thompson, J, Goldstein, B, Konig, I, Cazier, J, Grundberg, E, Havulinna, A, Ho, W, Hopewell, J, Eriksson, N, Lundmark, P, Lyytikainen, L, Rafelt, S, Tikkanen, E, Van Zuydam, N, Voight, B, Ziegler, A, Altshuler, D, Balmforth, A, Braund, P, Burgdorf, C, Claudi-Boehm, S, Cox, D, Do, R, El Mokhtari, N, Fontanillas, P, Hager, J, Han, B, Kang, H, Kessler, T, Knowles, J, Kolovou, G, Langford, C, Lokki, M, Lundmark, A, Meisinger, C, Melander, O, Maouche, S, Nikus, K, Rasheed, A, Rosinger, S, Rubin, D, Rumpf, M, Schafer, A, Sivananthan, M, Song, C, Stewart, A, Thorgeirsson, G, van der Schoot, C, Wagner, P, Wells, G, Wild, P, Tsun-Po, Y, Basart, H, Brambilla, P, Cambien, F, Cupples, A, Dehghan, A, Diemert, P, Epstein, S, Evans, A, Ferrario, M, Gauguier, D, Hazen, S, Holm, H, Iribarren, C, Jang, Y, Kahonen, M, Kee, F, Kim, H, Klopp, N, Kuulasmaa, K, Laaksonen, R, Ouwehand, W, Parish, S, Park, J, Rader, D, Shah, S, Stark, K, Wallentin, L, Zimmermann, M, Nieminen, M, Sandhu, M, Pastinen, T, Zalloua, P, Siegbahn, A, Schreiber, S, Ripatti, S, Blankenberg, S, O'Donnell, C, Reilly, M, Collins, R, Roberts, R, Pattaro, C, Kottgen, A, Garnaas, M, Boger, C, Fuchsberger, C, Olden, M, Chen, M, Tin, A, Taliun, D, Li, M, Gao, X, Yang, Q, Hundertmark, C, Foster, M, O'Seaghdha, C, Glazer, N, Liu, C, Struchalin, M, Li, G, Johnson, A, Gierman, H, Hwang, S, Atkinson, E, Lohman, K, Cornelis, M, Chouraki, V, Holliday, E, Sorice, R, Deshmukh, H, Ulivi, S, Chu, A, Murgia, F, Imboden, M, Kollerits, B, Pistis, G, Launer, L, Aspelund, T, Eiriksdottir, G, Mitchell, B, Schmidt, H, Cavalieri, M, Rao, M, Hu, F, de Andrade, M, Turner, S, Ding, J, Andrews, J, Freedman, B, Doring, A, Kolcic, I, Zemunik, T, Boban, M, Minelli, C, Wheeler, H, Igl, W, Zaboli, G, Wild, S, Ellinghaus, D, Nothlings, U, Jacobs, G, Biffar, R, Endlich, K, Ernst, F, Kroemer, H, Nauck, M, Stracke, S, Volzke, H, Aulchenko, Y, Polasek, O, Hastie, N, Vitart, V, Helmer, C, Wang, J, Ruggiero, D, Bergmann, S, Viikari, J, Nikopensius, T, Province, M, Ketkar, S, Colhoun, H, Robino, A, Giulianini, F, Kramer, B, Portas, L, Buckley, B, Adam, M, Thun, G, Paulweber, B, Haun, M, Sala, C, Metzger, M, Mitchell, P, Ciullo, M, Kim, S, Vollenweider, P, Gasparini, P, Pirastu, M, Probst-Hensch, N, Kronenberg, F, Toniolo, D, Coresh, J, Schmidt, R, Siscovick, D, Kardia, S, Curhan, G, Franke, A, Parsa, A, Goessling, W, Kao, W, de Boer, I, Peralta, C, Akylbekova, E, Kramer, H, Arking, D, Franceschini, N, Egan, J, Hernandez, D, Townsend, R, Lumley, T, Psaty, B, Kestenbaum, B, Haritunians, T, Mooser, V, Florez, J, Meigs, J, Lu, X, Leak, T, Aasarod, K, Skorpen, F, Baumert, J, Devuyst, O, Mychaleckyj, J, Kedenko, L, Coassin, S, Hallan, S, Navis, G, Shlipak, M, Bull, S, Paterson, A, Rotter, J, Dreisbach, A, Anderson, C, Guo, Q, Henders, A, Lambert, A, Lee, S, Kraft, P, Kennedy, S, Macgregor, S, Missmer, S, Painter, J, Roseman, F, Treloar, S, Wallace, L, Forsblom, C, Isakova, T, Mckay, G, Williams, W, Sadlier, D, Makinen, V, Swan, E, Boright, A, Ahlqvist, E, Keller, B, Huang, H, Ahola, A, Fagerholm, E, Gordin, D, Harjutsalo, V, He, B, Heikkila, O, Hietala, K, Kyto, J, Lahermo, P, Lehto, M, Osterholm, A, Parkkonen, M, Pitkaniemi, J, Rosengard-Barlund, M, Saraheimo, M, Sarti, C, Soderlund, J, Soro-Paavonen, A, Syreeni, A, Thorn, L, Tikkanen, H, Tolonen, N, Tryggvason, K, Waden, J, Gill, G, Prior, S, Guiducci, C, Mirel, D, Taylor, A, Hosseini, M, Parving, H, Rossing, P, Tarnow, L, Ladenvall, C, Alhenc-Gelas, F, Lefebvre, P, Rigalleau, V, Roussel, R, Maestroni, A, Maestroni, S, Falhammar, H, Gu, T, Mollsten, A, Cimponeriu, D, Mihai, I, Mota, M, Mota, E, Serafinceanu, C, Stavarachi, M, Hanson, R, Nelson, R, Kretzler, M, Panduru, N, Gu, H, Brismar, K, Zerbini, G, Hadjadj, S, Marre, M, Lajer, M, Waggott, D, Savage, D, Bain, S, Martin, F, Godson, C, Groop, P, Maxwell, A, Sengupta, S, Peloso, G, Ganna, A, Mora, S, Chang, H, Den Hertog, H, Donnelly, L, Freitag, D, Gurdasani, D, Heikkila, K, Johnson, T, Kaakinen, M, Kettunen, J, Li, X, Montasser, M, Petersen, A, Saxena, R, Service, S, Sidore, C, Surakka, I, Teslovich, T, Van den Herik, E, Volcik, K, Wu, Y, Asiki, G, Been, L, Burnett, M, Elliott, P, Eyjolfsson, G, Goodarzi, M, Gravito, M, Hartikainen, A, Hung, Y, Jones, M, Kaleebu, P, Khaw, K, Kim, E, Komulainen, P, Lin, S, Narisu, N, Nieminen, T, Nsubuga, R, Olafsson, I, Palotie, A, Papamarkou, T, Pomilla, C, Pouta, A, Ruokonen, A, Seeley, J, Silander, K, Tiret, L, van Pelt, L, Wainwright, N, Wijmenga, C, Young, E, Bennett, F, Boomsma, D, Burnier, M, Feranil, A, Freimer, N, Hsiung, C, Kesaniemi, A, Koudstaal, P, Krauss, R, Kyvik, K, Meneton, P, Moilanen, L, Sanghera, D, Sheu, W, Whitfield, J, Wolffenbuttel, B, Ordovas, J, Rich, S, Johnson, L, Larson, M, Levy, D, Newton-Cheh, C, O'Reilly, P, Palmas, W, Rice, K, Snider, H, Tobin, M, Verwoert, G, Pihur, V, Heath, S, Sober, S, Arora, P, Zhang, F, Lucas, G, Milaneschi, Y, Parker, A, Fava, C, Fox, E, Go, M, Sjogren, M, Vinay, D, Alexander, M, Tabara, Y, Shaw-Hawkins, S, Whincup, P, Shi, G, Seielstad, M, Sim, X, Nguyen, K, Matullo, G, Gaunt, T, Onland-Moret, N, Cooper, M, Platou, C, Org, E, Hardy, R, Dahgam, S, Palmen, J, Kuznetsova, T, Uiterwaal, C, Adeyemo, A, Ludwig, B, Tomaszewski, M, Tzoulaki, I, Palmer, N, Chang, Y, Steinle, N, Grobbee, D, Morrison, A, Najjar, S, Hadley, D, Brown, M, Connell, J, Day, I, Lawlor, D, Lawrence, R, Ongen, H, Li, Y, Young, J, Bis, J, Chaturvedi, N, Islam, M, Jafar, T, Kulkarni, S, Howard, P, Guarrera, S, Ricceri, F, Emilsson, V, Plump, A, Weder, A, Sun, Y, Scott, L, Peltonen, L, Vartiainen, E, Brand, S, Staessen, J, Wang, T, Burton, P, Artigas, M, Dong, Y, Wang, X, Zhu, H, Rudock, M, Heckbert, S, Smith, N, Wiggins, K, Doumatey, A, Shriner, D, Veldre, G, Viigimaa, M, Kinra, S, Prabhakaran, D, Tripathy, V, Langefeld, C, Rosengren, A, Thelle, D, Corsi, A, Singleton, A, Hilton, G, Salako, T, Iwai, N, Kita, Y, Ogihara, T, Ohkubo, T, Okamura, T, Ueshima, H, Umemura, S, Eyheramendy, S, Meitinger, T, Cho, Y, Scott, J, Sehmi, J, Hedblad, B, Nilsson, P, Smith, G, Raffel, L, Yao, J, Schwartz, S, Ikram, M, W, L, Mosley, T, Seshadri, S, Shrine, N, Wain, L, Zitting, P, Cooper, J, van Gilst, W, Janipalli, C, Mani, K, Yajnik, C, Mattace-Raso, F, Lakatta, E, Orru, M, Scuteri, A, Ala-Korpela, M, Kangas, A, Soininen, P, Tukiainen, T, Wurtz, P, Ong, R, Dorr, M, Galan, P, Hercberg, S, Lathrop, M, Zelenika, D, Zhai, G, Meschia, J, Sharma, P, Terzic, J, Kumar, M, Denniff, M, Zukowska-Szczechowska, E, Wagenknecht, L, Fowkes, F, Charchar, F, Guo, X, Rotimi, C, Bots, M, Brand, E, Talmud, P, Nyberg, F, Laan, M, Palmer, L, van der Schouw, Y, Casas, J, Vineis, P, Ganesh, S, Wong, T, Tai, E, Morris, R, Marmot, M, Miki, T, Chandak, G, Zhu, X, Elosua, R, Soranzo, N, Sijbrands, E, Uda, M, Vasan, R, Alizadeh, B, de Boer, R, Boezen, H, Hillege, H, van der Klauw, M, Ormel, J, Rosmalen, J, Slaets, J, Lagou, V, Welch, R, Wheeler, E, Rehnberg, E, Rasmussen-Torvik, L, Lecoeur, C, Johnson, P, Sennblad, B, Salo, P, Timpson, N, Evans, D, St Pourcain, B, Bielak, L, Horikoshi, M, Navarro, P, Raychaudhuri, S, Chen, H, Rybin, D, Willems, S, Song, K, An, P, Marullo, L, Jansen, H, Pankow, J, Edkins, S, Varga, T, Oksa, H, Antonella, M, Kong, A, Herder, C, Antti, J, Small, K, Miljkovic, I, Atalay, M, Kiess, W, Smit, J, Campbell, S, Fowkes, G, Rathmann, W, Maerz, W, Watanabe, R, de Geus, E, Penninx, B, Toenjes, A, Peyser, P, Korner, A, Dupuis, J, Cucca, F, Balkau, B, Bouatia-Naji, N, Purcell, S, Musunuru, K, Ardissino, D, Mannucci, P, Anand, S, Engert, J, Morgan, T, Spertus, J, Stoll, M, Girelli, D, Mckeown, P, Patterson, C, Merlini, P, Berzuini, C, Bernardinelli, L, Peyvandi, F, Tubaro, M, Celli, P, Fetiveau, R, Marziliano, N, Casari, G, Galli, M, Ribichini, F, Rossi, M, Bernardi, F, Zonzin, P, Piazza, A, Yee, J, Friedlander, Y, Marrugat, J, Subirana, I, Sala, J, Ramos, R, Williams, G, Nathan, D, Macrae, C, Berglund, G, Asselta, R, Duga, S, Spreafico, M, Daly, M, Nemesh, J, Korn, J, Surti, A, Gianniny, L, Parkin, M, Burtt, N, Gabriel, S, Wright, B, Ball, S, Schunkert, I, Linsel-Nitschke, P, Lieb, W, Fischer, M, Grosshennig, A, Preuss, M, Scholz, M, Chen, Z, Wilensky, R, Matthai, W, Qasim, A, Hakonarson, H, Devaney, J, Pichard, A, Kent, K, Satler, L, Lindsay, J, Waksman, R, Knouff, C, Scheffold, T, Berger, K, Huge, A, Martinelli, N, Olivieri, O, Corrocher, R, Xie, C, Ahmadi, K, Ainali, C, Bataille, V, Bell, J, Buil, A, Dermitzakis, E, Dimas, A, Durbin, R, Glass, D, Hassanali, N, Ingle, C, Knowles, D, Krestyaninova, M, Lowe, C, Meduri, E, Di Meglio, P, Montgomery, S, Nestle, F, Nica, A, Nisbet, J, O'Rahilly, S, Parts, L, Potter, S, Sekowska, M, Shin, S, Surdulescu, G, Travers, M, Tsaprouni, L, Tsoka, S, Wilk, A, Yang, T, Higashio, J, Williams, R, Nato, A, Ambite, J, Deelman, E, Manolio, T, Heiss, G, Taylor, K, Avery, C, Graff, M, Lin, D, Quibrera, M, Cochran, B, Kao, L, Umans, J, Cole, S, Maccluer, J, Person, S, Gross, M, Fornage, M, Durda, P, Jenny, N, Patsy, B, Arnold, A, Buzkova, P, Haines, J, Murdock, D, Glenn, K, Brown-Gentry, K, Thornton-Wells, T, Dumitrescu, L, Bush, W, Mitchell, S, Goodloe, R, Wilson, S, Boston, J, Malinowski, J, Restrepo, N, Oetjens, M, Fowke, J, Spencer, K, Pendergrass, S, Le Marchand, L, Park, L, Tiirikainen, M, Kolonel, L, Cheng, I, Wang, H, Shohet, R, Stram, D, Henderson, B, Monroe, K, Anderson, G, Carlson, C, Prentice, R, Lacroix, A, Wu, C, Carty, C, Rosse, S, Young, A, Kocarnik, J, Lin, Y, Jackson, R, Duggan, D, Kuller, L, He, C, Sulem, P, Barbalic, M, Broer, L, Byrne, E, Gudbjartsson, D, Mcardle, P, Porcu, E, van Wingerden, S, Zhuang, W, Lauc, L, Broekmans, F, Burri, A, Chen, C, Corre, T, Coviello, A, D'Adamo, P, Davies, G, Deary, I, Ebrahim, S, Fauser, B, Ferreli, L, Folsom, A, Hankinson, S, Hass, M, Janssens, A, Karasik, D, Keyzer, J, Kiel, D, Lahti, J, Lai, S, Laisk, T, Laven, J, Liu, J, Lopez, L, Louwers, Y, Marongiu, M, Klaric, I, Masciullo, C, Melzer, D, Newman, A, Pare, G, Peeters, P, Pop, V, Raikkonen, K, Salumets, A, Stacey, S, Starr, J, Stathopoulou, M, Styrkarsdottir, U, Tenesa, A, Tryggvadottir, L, Tsui, K, van Dam, R, van Gils, C, van Nierop, P, Vink, J, Voorhuis, M, Widen, E, Wijnands-Van Gent, C, Yerges-Armstrong, L, Zgaga, L, Zygmunt, M, Buring, J, Crisponi, L, Demerath, E, Streeten, E, Murray, A, Visser, J, Lunetta, K, Elks, C, Cousminer, D, Koller, D, Lin, P, Smith, E, Warrington, N, Alavere, H, Berenson, G, Blackburn, H, Busonero, F, Chen, W, Couper, D, Easton, D, Foroud, T, Kilpelainen, T, Li, S, Murray, S, Ness, A, Northstone, K, Peacock, M, Pennell, C, Pharoah, P, Rafnar, T, Rice, J, Ring, S, Schork, N, Segre, A, Sovio, U, Srinivasan, S, Tammesoo, M, van Meurs, J, Young, L, Bierut, L, Econs, M, The ADIPOGen Consortium, The AGEN-BMI Working Group, The CARDIOGRAMplusC4D Consortium, The CKDGen Consortium, The GLGC, The ICBP, The MAGIC Investigators, The MuTHER Consortium, The MIGen Consortium, The PAGE Consortium, The ReproGen Consortium, The GENIE Consortium, The International Endogene Consortium, Berndt, Sonja I, Justice, Anne E, Hyppönen, Elina Tuulikki, Epidemiology and Data Science, NCA - Neurobiology of mental health, and EMGO - Lifestyle, overweight and diabetes

Subjects
Male, LOCI, Genome-wide association study, Continental Population Groups/genetics, VARIANTS, Body Mass Index, Insulin Secretion, Insulin, Age Factor, Adiposity, ddc:616, Adipogenesis, Genetic Predisposition to Disease/genetics, Synapse, 3. Good health, Continental Population Group, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], GENOME-WIDE ASSOCIATIONPROVIDES INSIGHTSGLYCEMIC TRAITSLOCIMETAANALYSISVARIANTSINDIVIDUALSHIPPOCAMPALARCHITECTURETOPIRAMATE, ddc:500, Adipogenesis/genetics, Single Nucleotide/genetics, Age Factors, Continental Population Groups, Energy Metabolism, Europe, Female, Genetic Predisposition to Disease, Glutamic Acid, Humans, Obesity, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Synapses, Genome-Wide Association Study, Multidisciplinary, genetics [Adiposity], Human, Socio-culturale, genetics [Energy Metabolism], ta3111, genetic, body mass index, obesity, SDG 3 - Good Health and Well-being, GLYCEMIC TRAITS, genetics [Continental Population Groups], Genetic variability, Polymorphism, GENOME-WIDE ASSOCIATION, genetics [Adipogenesis], METAANALYSIS, Genetic association, Adipogenesi, genetics [Quantitative Trait Loci], ta1184, metabolism [Glutamic Acid], ta1182, PATHWAYS, metabolism [Synapses], ta3121, medicine.disease, metabolism [Insulin], Adiposity/genetics, Clinical Medicine, Quantitative Trait Loci/genetics, Body mass index, HUMAN HEIGHT, BIO/12 - BIOCHIMICA CLINICA E BIOLOGIA MOLECOLARE CLINICA, Synapses/metabolism, Medizin, Obesity/genetics, Bioinformatics, genetic basis, Obesity/metabolism, genetics [Obesity], body mass index (BMI), genetics [Genetic Predisposition to Disease], ethnology [Europe], 2. Zero hunger, Genetics, ARCHITECTURE, Genetics of obesity, Medicine (all), Single Nucleotide, Polymorphism, Single Nucleotide/genetics, Insulin/metabolism/secretion, Glutamic Acid/metabolism, genetics [Polymorphism, Single Nucleotide], EXPRESSION, Insulin/metabolism, PROVIDES INSIGHTS, genetics [Racial Groups], Biology, Obesity/genetics/metabolism, Europe/ethnology, metabolism [Obesity], Mendelian randomization, medicine, Energy Metabolism/genetics, body mass, genetic analysis, obesity, Klinisk medicin
Abstract

Item does not contain fulltext Obesity is heritable and predisposes to many diseases. To understand the genetic basis of obesity better, here we conduct a genome-wide association study and Metabochip meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals. This analysis identifies 97 BMI-associated loci (P < 5 x 10(-8)), 56 of which are novel. Five loci demonstrate clear evidence of several independent association signals, and many loci have significant effects on other metabolic phenotypes. The 97 loci account for approximately 2.7% of BMI variation, and genome-wide estimates suggest that common variation accounts for >20% of BMI variation. Pathway analyses provide strong support for a role of the central nervous system in obesity susceptibility and implicate new genes and pathways, including those related to synaptic function, glutamate signalling, insulin secretion/action, energy metabolism, lipid biology and adipogenesis.

Published
2015

Catalog

Books, media, physical & digital resources
See catalog results