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51. Correction: Investigation of common, low-frequency and rare genome-wide variation in anorexia nervosa

Author: TN groep Adan, Circulatory Health, Brain, Huckins, L M, Hatzikotoulas, K, Southam, L, Thornton, L M, Steinberg, J, Aguilera-McKay, F, Treasure, J, Schmidt, U, Gunasinghe, C, Romero, A, Curtis, C, Rhodes, D, Moens, J, Kalsi, G, Dempster, D, Leung, R, Keohane, A, Burghardt, R, Ehrlich, S, Hebebrand, J, Hinney, A, Ludolph, A, Walton, E, Deloukas, P, Hofman, A, Palotie, A, Palta, P, van Rooij, F J A, Stirrups, K, Adan, R, Boni, C, Cone, R, Dedoussis, G, van Furth, E, Gonidakis, F, Gorwood, P, Hudson, J, Kaprio, J, Kas, M, Keski-Rahonen, A, Kiezebrink, K, Knudsen, G-P, Maj, M, Monteleone, A M, Monteleone, P, Raevuori, A H, Reichborn-Kjennerud, T, Tozzi, F, Tsitsika, A, van Elburg, A, MCT Slof-Op ’t Landt, TN groep Adan, Circulatory Health, Brain, Huckins, L M, Hatzikotoulas, K, Southam, L, Thornton, L M, Steinberg, J, Aguilera-McKay, F, Treasure, J, Schmidt, U, Gunasinghe, C, Romero, A, Curtis, C, Rhodes, D, Moens, J, Kalsi, G, Dempster, D, Leung, R, Keohane, A, Burghardt, R, Ehrlich, S, Hebebrand, J, Hinney, A, Ludolph, A, Walton, E, Deloukas, P, Hofman, A, Palotie, A, Palta, P, van Rooij, F J A, Stirrups, K, Adan, R, Boni, C, Cone, R, Dedoussis, G, van Furth, E, Gonidakis, F, Gorwood, P, Hudson, J, Kaprio, J, Kas, M, Keski-Rahonen, A, Kiezebrink, K, Knudsen, G-P, Maj, M, Monteleone, A M, Monteleone, P, Raevuori, A H, Reichborn-Kjennerud, T, Tozzi, F, Tsitsika, A, van Elburg, A, and MCT Slof-Op ’t Landt
Published: 2018

52. Investigation of common, low-frequency and rare genome-wide variation in anorexia nervosa

Author: TN groep Adan, Brain, Circulatory Health, Translational Neuroscience, TN Onderwijs, Huckins, Laura M., Hatzikotoulas, Konstantinos, Southam, L., Thornton, Laura M., Steinberg, J.S., Aguilera-McKay, F, Treasure, J., Schmidt, U., Gunasinghe, C, Romero, Atocha, Curtis, Charles, Rhodes, Davina H., Bernelot Moens, Hein J, Kalsi, Gursharan, Dempster, D, Leung, R, Keohane, A, Burghardt, Roland, Ehrlich, S., Hebebrand, J., Hinney, A., Ludolph, A., Walton, Esther, Deloukas, P., Hofman, A., Palotie, A., Palta, P., Van Rooij, Frank J A, Stirrups, Kathleen, Adan, R, Boni, Claudette, Cone, Roger, Dedoussis, George, Furth, E.E., Gonidakis, Fragiskos, Gorwood, P., Hudson, Thomas J., Kaprio, Jaakko, Kas, M, Keski-Rahonen, A, Kiezebrink, K., Knudsen, Gun Peggy S., Slof-Op 't Landt, M C T, Maj, Mario, Monteleone, Alessio Maria, Monteleone, Palmiero, Raevuori, A H, Reichborn-Kjennerud, Ted, Tozzi, F., Tsitsika, Artemis, Eating Disorder Working Group of the Psychiatric Genomics Consortium, TN groep Adan, Brain, Circulatory Health, Translational Neuroscience, TN Onderwijs, Huckins, Laura M., Hatzikotoulas, Konstantinos, Southam, L., Thornton, Laura M., Steinberg, J.S., Aguilera-McKay, F, Treasure, J., Schmidt, U., Gunasinghe, C, Romero, Atocha, Curtis, Charles, Rhodes, Davina H., Bernelot Moens, Hein J, Kalsi, Gursharan, Dempster, D, Leung, R, Keohane, A, Burghardt, Roland, Ehrlich, S., Hebebrand, J., Hinney, A., Ludolph, A., Walton, Esther, Deloukas, P., Hofman, A., Palotie, A., Palta, P., Van Rooij, Frank J A, Stirrups, Kathleen, Adan, R, Boni, Claudette, Cone, Roger, Dedoussis, George, Furth, E.E., Gonidakis, Fragiskos, Gorwood, P., Hudson, Thomas J., Kaprio, Jaakko, Kas, M, Keski-Rahonen, A, Kiezebrink, K., Knudsen, Gun Peggy S., Slof-Op 't Landt, M C T, Maj, Mario, Monteleone, Alessio Maria, Monteleone, Palmiero, Raevuori, A H, Reichborn-Kjennerud, Ted, Tozzi, F., Tsitsika, Artemis, and Eating Disorder Working Group of the Psychiatric Genomics Consortium
Published: 2018

53. Investigation of common, low-frequency and rare genome-wide variation in anorexia nervosa

Author: Huckins, LM, Hatzikotoulas, K, Southam, L, Thornton, LM, Steinberg, J, Aguilera-McKay, F, Treasure, J, Schmidt, U, Gunasinghe, C, Romero, A, Curtis, C, Rhodes, D, Moens, J, Kalsi, G, Dempster, D, Leung, R, Keohane, A, Burghardt, R, Ehrlich, S, Hebebrand, J, Hinney, A, Ludolph, A, Walton, E, Deloukas, P, Hofman, Bert, Palotie, A, Palta, P, van Rooij, FJA, Stirrups, K, Adan, R, Boni, C, Cone, R, Dedoussis, G, Van Furth, E, Gonidakis, F, Gorwood, P, Hudson, J, Kaprio, J, Kas, M, Keski-Rahonen, A, Kiezebrink, K, Knudsen, GP, Slof-Op 't Landt, MCT, Maj, M, Monteleone, A M, Monteleone, P, Raevuori, AH, Reichborn-Kjennerud, T, Tozzi, F, Tsitsika, A, van Elburg, A, Collier, DA, Sullivan, PF, Breen, G, Bulik, CM, Zeggini, E, Huckins, LM, Hatzikotoulas, K, Southam, L, Thornton, LM, Steinberg, J, Aguilera-McKay, F, Treasure, J, Schmidt, U, Gunasinghe, C, Romero, A, Curtis, C, Rhodes, D, Moens, J, Kalsi, G, Dempster, D, Leung, R, Keohane, A, Burghardt, R, Ehrlich, S, Hebebrand, J, Hinney, A, Ludolph, A, Walton, E, Deloukas, P, Hofman, Bert, Palotie, A, Palta, P, van Rooij, FJA, Stirrups, K, Adan, R, Boni, C, Cone, R, Dedoussis, G, Van Furth, E, Gonidakis, F, Gorwood, P, Hudson, J, Kaprio, J, Kas, M, Keski-Rahonen, A, Kiezebrink, K, Knudsen, GP, Slof-Op 't Landt, MCT, Maj, M, Monteleone, A M, Monteleone, P, Raevuori, AH, Reichborn-Kjennerud, T, Tozzi, F, Tsitsika, A, van Elburg, A, Collier, DA, Sullivan, PF, Breen, G, Bulik, CM, and Zeggini, E
Published: 2018

54. A genome-wide association study of Dupuytren's disease reveals 17 additional variants implicated in fibrosis

Author: Ng, M, Thakkar, D, Southam, L, Werker, P, Ophoff, R, Becker, K, Nothnagel, M, Franke, A, Nurnberg, P, Espirito-Santo, A, Izadi, D, Hennies, H, Nanchahal, J, Zeggini, E, and Furniss, D
Abstract: Individuals with Dupuytren’s disease (DD) are commonly seen by physicians and surgeons across multiple specialties. It is an increasingly common and disabling fibroproliferative disorder of the palmar fascia, which leads to flexion contractures of the digits, and is associated with other tissue specific fibroses. DD affects between 5 and 25% of people of European descent, and is the most common inherited disease of connective tissue. We undertook the largest GWAS to date in individuals with a surgically validated diagnosis of DD from the UK, with replication in British, Dutch and German individuals. We validated association at all nine previously described signals, and discovered 17 additional variants with P≤5x10-8. As a proof of principle, we demonstrated correlation of the high-risk genotype at the statistically most strongly associated variant with decreased secretion of the soluble WNT-antagonist SFRP4, in surgical specimen derived DD myofibroblasts. These results highlight important pathways involved in the pathogenesis of fibrosis, including WNT signaling, extracellular matrix modulation, and inflammation. In addition, many associated loci contain genes that are hitherto unrecognized as playing a role in fibrosis, opening up new avenues of research that may lead to novel treatments for DD and fibrosis more generally. DD represents an ideal human model disease for fibrosis research.
Published: 2017

55. Radiographic endophenotyping in hip osteoarthritis improves the precision of genetic association analysis

Author: Panoutsopoulou, K., Thiagarajah, S., Zengini, E., Day-Williams, A.G., Ramos, Y.F.M., Meessen, J.M.T.A., Huetink, K., Nelissen, R.G.H.H., Southam, L., Rayner, N.W., Doherty, M., Meulenbelt, I., Zeggini, E., Wilkinson, J.M., and ArcOGEN Consortium
Abstract: OBJECTIVE: Osteoarthritis (OA) has a strong genetic component but the success of previous genome-wide association studies (GWAS) has been restricted due to insufficient sample sizes and phenotype heterogeneity. Our aim was to examine the effect of clinically relevant endophenotyping according to site of maximal joint space narrowing (maxJSN) and bone remodelling response on GWAS signal detection in hip OA. METHODS: A stratified GWAS meta-analysis was conducted in 2118 radiographically defined hip OA cases and 6500 population-based controls. Signals were followed up by analysing differential expression of proximal genes for bone remodelling endophenotypes in 33 pairs of macroscopically intact and OA-affected cartilage. RESULTS: We report suggestive evidence (p0.05). STT3B was significantly upregulated in OA-affected versus intact cartilage, particularly in the analysis of hypertrophic and normotrophic compared with atrophic bone remodelling pattern (p=4.2×10(-4)). CONCLUSIONS: Our findings demonstrate that stratification of OA cases into more homogeneous endophenotypes can identify genes of potential functional importance otherwise obscured by disease heterogeneity.
Published: 2017

56. New Blood Pressure-Associated Loci Identified in Meta-Analyses of 475,000 Individuals

Author: Chasman, D.I., Herzig, K.-H., Laakso, M., Kraja, A.T., Padmanabhan, S., Amin, N., Marioni, R.E., Giulianini, F., Havulinna, A.S., Asselbergs, F.W., Stafford, J.M., Stirrups, K.E., Fornage, M., Danesh, J., Lindgren, C.M., Bonnycastle, L.L., Zhang, H., Groop, L., Loos, R.J.F., J��rgensen, M.E., Christensen, C.K., CHD Exome+, Rudan, I., Butterworth, A.S., Cook, J.P., Liu, Y., Morrison, A.C., Guo, X., Barnes, M.R., Fava, C., Province, M.A., K��r��j��m��ki, A., Wareham, N.J., Deary, I.J., CHARGE EXOME BP, Edwards, T.L., Poveda, A., Kooperberg, C., Have, C.T., Ingelsson, E., Wain, L.V., Rotter, J.I., Levy, D., Tragante, V., Young, R., Cabrera, C.P., Connell, J.M., Caulfield, M.J., Little, L., Jarvelin, M.-R., Warren, H.R., Zhang, W., Rayner, N.W., Gambaro, G., Munroe, P.B., Ferreira, T., Morris, A.P., Farmaki, A.-E., Smith, A.V., Pedersen, O., Esko, T., Heikki, O., Bork-Jensen, J., Witte, D.R., Drenos, F., Southam, L., Deloukas, P., Franceschini, N., Zeggini, E., Lind, L., Van Der Harst, P., Riaz, M., Rice, K., Grarup, N., Dominiczak, A.F., Vergnaud, A.-C., Hayward, C., Ehret, G.B., Melander, O., Tzoulaki, I., Boerwinkle, E., Evangelou, E., Wilson, J.G., Polasek, O., Harris, S.E., Tuomilehto, J., Franks, P.W., McCarthy, M.I., Skaaby, T., D��rr, M., Poulter, N.R., Salomaa, V., Finland, Willer, C.J., Saleheen, D., The UK Biobank Cardio-Metabolic Traits Consortium Blood Pressure Working Group, Lakka, T.A., Newton-Cheh, C., Kooner, J.S., Exome BP, Samani, N.J., Van Der Meer, P., Kardia, S.L.R., Gao, H., Mei, H., Surendran, P., Van Duijn, C.M., Richard, M.A., Gudnason, V., Smith, J.A., Boehnke, M., Varga, T.V., Hansen, T., M��gi, R., Chambers, J.C., Mahajan, A., Rauramaa, R., Tuomi, T., Yiorkas, A.M., Psaty, B.M., Dedoussis, G., Brandslund, I., Sever, P.J., Mohlke, K.L., Weiss, S., Liu, C., Langenberg, C., De Boer, R.A., Blakemore, A.I.F., Grove, M.L., Malerba, G., Karpe, F., Lu, Y., Joehanes, R., Stan��kov��, A., Manning, A.K., Sim, X., Ridker, P.M., Starr, J.M., Hallmans, G., Elliott, P., Howson, J.M.M., GoT2D:T2DGenes Consortia, Palmer, C.N.A., Linneberg, A., Palmas, W., Menni, C., and Giri, A.
Abstract: Background - Genome-wide association studies have recently identified >400 loci that harbor DNA sequence variants that influence blood pressure (BP). Our earlier studies identified and validated 56 single nucleotide variants (SNVs) associated with BP from meta-analyses of exome chip genotype data. An additional 100 variants yielded suggestive evidence of association. Methods and Results - Here, we augment the sample with 140 886 European individuals from the UK Biobank, in whom 77 of the 100 suggestive SNVs were available for association analysis with systolic BP or diastolic BP or pulse pressure. We performed 2 meta-analyses, one in individuals of European, South Asian, African, and Hispanic descent (pan-ancestry, ��475 000), and the other in the subset of individuals of European descent (��423 000). Twenty-one SNVs were genome-wide significant (P
Published: 2017
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57. Rare Variant Analysis of Human and Rodent Obesity Genes in Individuals with Severe Childhood Obesity

Author: Hendricks, A.E. Bochukova, E.G. Marenne, G. Keogh, J.M. Atanassova, N. Bounds, R. Wheeler, E. Mistry, V. Henning, E. Körner, A. Muddyman, D. McCarthy, S. Hinney, A. Hebebrand, J. Scott, R.A. Langenberg, C. Wareham, N.J. Surendran, P. Howson, J.M. Butterworth, A.S. Danesh, J. Nordestgaard, Bø.G. Nielsen, S.F. Afzal, S. Papadia, S. Ashford, S. Garg, S. Millhauser, G.L. Palomino, R.I. Kwasniewska, A. Tachmazidou, I. O'Rahilly, S. Zeggini, E. Barroso, I. Farooqi, I.S. Benzeval, M. Burton, J. Buck, N. Jäckle, A. Kumari, M. Laurie, H. Lynn, P. Pudney, S. Rabe, B. Wolke, D. Overvad, K. Tjønneland, A. Clavel-Chapelon, F. Kaaks, R. Boeing, H. Trichopoulou, A. Ferrari, P. Palli, D. Krogha, V. Panico, S. Tuminoa, R. Matullo, G. Boer, J. Van Der Schouw, Y. Weiderpass, E. Quiros, J.R. Sánchez, M.-J. Navarro, C. Moreno-Iribas, C. Arriola, L. Melander, O. Wennberg, P. Key, T.J. Riboli, E. Turki, S.A. Anderson, C.A. Anney, R. Antony, D. Soler Artigas, M. Ayub, M. Bala, S. Barrett, J.C. Beales, P. Bentham, J. Bhattacharyaa, S. Birney, E. Blackwooda, D. Bobrow, M. Bolton, P.F. Boustred, C. Breen, G. Calissanoa, M. Carss, K. Charlton, R. Chatterjee, K. Chen, L. Ciampia, A. Cirak, S. Clapham, P. Clement, G. Coates, G. Coccaa, M. Collier, D.A. Cosgrove, C. Coxa, T. Craddock, N. Crooks, L. Curran, S. Curtis, D. Daly, A. Danecek, P. Day, I.N.M. Day-Williams, A. Dominiczak, A. Down, T. Du, Y. Dunham, I. Durbin, R. Edkins, S. Ekong, R. Ellis, P. Evansa, D.M. Fitzpatrick, D.R. Flicek, P. Floyd, J. Foley, A.R. Franklin, C.S. Futema, M. Gallagher, L. Gaunt, T.R. Geihs, M. Geschwind, D. Greenwood, C.M.T. Griffin, H. Grozeva, D. Guo, X. Guo, X. Gurling, H. Hart, D. Holmans, P. Howie, B. Huang, J. Huang, L. Hubbard, T. Humphries, S.E. Hurles, M.E. Hysi, P. Iotchkova, V. Jackson, D.K. Jamshidi, Y. Joyce, C. Karczewski, K.J. Kaye, J. Keane, T. Kemp, J.P. Kennedy, K. Kent, A. Khawaja, F. Van Kogelenberg, M. Kolb-Kokocinski, A. Lachance, G. Langford, C. Lawson, D. Lee, I. Lek, M. Li, R. Li, Y. Liang, J. Lin, H. Liu, R. Lönnqvist, J. Lopes, L.R. Lopes, M. MacArthur, D.G. Mangino, M. Marchini, J. Maslen, J. Mathieson, I. McGuffin, P. McIntosh, A.M. McKechanie, A.G. McQuillin, A. Memari, Y. Metrustry, S. Migone, N. Min, J.L. Mitchison, H.M. Moayyeri, A. Morris, A. Morris, J. Muntoni, F. Northstone, K. O'Donovan, M.C. Onoufriadis, A. Oualkacha, K. Owen, M.J. Palotie, A. Panoutsopoulou, K. Parker, V. Parr, J.R. Paternoster, L. Paunio, T. Payne, F. Payne, S.J. Perry, J.R.B. Pietilainen, O. Plagnol, V. Pollitt, R.C. Porteous, D.J. Povey, S. Quail, M.A. Quaye, L. Raymond, F.L. Rehnström, K. Richards, J.B. Ridout, C.K. Ring, S. Ritchie, G.R.S. Roberts, N. Robinson, R.L. Savage, D.B. Scambler, P. Schiffels, S. Schmidts, M. Schoenmakers, N. Scott, R.H. Semple, R.K. Serra, E. Sharp, S.I. Shaw, A. Shihab, H.A. Shin, S.-Y. Skuse, D. Small, K.S. Smee, C. Smith, B.H. Davey Smith, G. Soranzo, N. Southam, L. Spasic-Boskovic, O. Spector, T.D. St Clair, D. St Pourcain, B. Stalker, J. Stevens, E. Sun, J. Surdulescu, G. Suvisaari, J. Syrris, P. Taylor, R. Tian, J. Timpson, N.J. Tobin, M.D. Valdes, A.M. Vandersteen, A.M. Vijayarangakannan, P. Visscher, P.M. Wain, L.V. Walter, K. Walters, J.T.R. Wang, G. Wang, J. Wang, Y. Ward, K. Whyte, T. Williams, H.J. Williamson, K.A. Wilson, C. Wilson, S.G. Wong, K. Xu, C. Yang, J. Zhang, F. Zhang, P. Zheng, H.-F.
Abstract: Obesity is a genetically heterogeneous disorder. Using targeted and whole-exome sequencing, we studied 32 human and 87 rodent obesity genes in 2,548 severely obese children and 1,117 controls. We identified 52 variants contributing to obesity in 2% of cases including multiple novel variants in GNAS, which were sometimes found with accelerated growth rather than short stature as described previously. Nominally significant associations were found for rare functional variants in BBS1, BBS9, GNAS, MKKS, CLOCK and ANGPTL6. The p.S284X variant in ANGPTL6 drives the association signal (rs201622589, MAF∼0.1%, odds ratio = 10.13, p-value = 0.042) and results in complete loss of secretion in cells. Further analysis including additional case-control studies and population controls (N = 260,642) did not support association of this variant with obesity (odds ratio = 2.34, p-value = 2.59 × 10-3), highlighting the challenges of testing rare variant associations and the need for very large sample sizes. Further validation in cohorts with severe obesity and engineering the variants in model organisms will be needed to explore whether human variants in ANGPTL6 and other genes that lead to obesity when deleted in mice, do contribute to obesity. Such studies may yield druggable targets for weight loss therapies. © 2017 The Author(s).
Published: 2017

58. Evaluating the glucose raising effect of established loci via a genetic risk score

Author: Marouli, E. Kanoni, S. Mamakou, V. Hackinger, S. Southam, L. Prins, B. Rentari, A. Dimitriou, M. Zengini, E. Gonidakis, F. Kolovou, G. Kontaxakis, V. Rallidis, L. Tentolouris, N. Thanopoulou, A. Lamnissou, K. Dedoussis, G. Zeggini, E. Deloukas, P.
Abstract: Recent genome-wide association studies have identified several single nucleotide polymorphisms (SNPs) associated with glucose levels. We tested the hypothesis here whether the cumulative effect of glucose raising SNPs, assessed via a score, is associated with glucose levels. A total of 1,434 participants of Greek descent from the THISEAS study and 1,160 participants form the GOMAP study were included in this analysis. We developed a genetic risk score (GRS), based on the known glucose-raising loci, in order to investigate the cumulative effect of known glucose loci on glucose levels. In the THISEAS study, the GRS score was significantly associated with increased glucose levels (mmol/L) (β ± SE: 0.024 ± 0.004, P = 8.27e-07). The effect of the genetic risk score was also significant in the GOMAP study (β ± SE: 0.011 ± 0.005, P = 0.031). In the meta-analysis of the two studies both scores were significantly associated with higher glucose levels GRS: β ± SE: 0.019 ± 0.003, P = 1.41e-09. Also, variants at the SLC30A8, PROX1, MTNR1B, ADRA2A, G6PC2, LPIN3 loci indicated nominal evidence for association with glucose levels (p < 0.05). We replicate associations of the established glucose raising variants in the Greek population and confirm directional consistency of effects (binomial sign test p = 6.96e-05). We also demonstrate that the cumulative effect of the established glucose loci yielded a significant association with increasing glucose levels. © 2017 Marouli et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Published: 2017

59. A genome-wide association study of anorexia nervosa suggests a risk locus implicated in dysregulated leptin signaling

Author: Li, D. Chang, X. Connolly, J.J. Tian, L. Liu, Y. Bhoj, E.J. Robinson, N. Abrams, D. Li, Y.R. Bradfield, J.P. Kim, C.E. Li, J. Wang, F. Snyder, J. Lemma, M. Hou, C. Wei, Z. Guo, Y. Qiu, H. Mentch, F.D. Thomas, K.A. Chiavacci, R.M. Cone, R. Li, B. Sleiman, P.A. Hakonarson, H. Perica, V.B. Franklin, C.S. Floyd, J.A.B. Thornton, L.M. Huckins, L.M. Southam, L. Rayner, N.W. Tachmazidou, I. Schmidt, U. Tozzi, F. Kiezebrink, K. Hebebrand, J. Gorwood, P. Adan, R.A.H. Kas, M.J.H. Favaro, A. Santonastaso, P. Fernánde-Aranda, F. Gratacos, M. Rybakowski, F. Dmitrzak-Weglarz, M. Kaprio, J. Keski-Rahkonen, A. Raevuori-Helkamaa, A. Furth, E.F.V. Slof-Opt Landt, M.C.T. Hudson, J.I. Reichborn-Kjennerud, T. Knudsen, G.P.S. Monteleone, P. Karwautz, A. Berrettini, W.H. Schork, N.J. Ando, T. Inoko, H. Esko, T. Fischer, K. Männik, K. Metspalu, A. Baker, J.H. DeSocio, J.E. Hilliard, C.E. O'Toole, J.K. Pantel, J. Szatkiewicz, J.P. Zerwas, S. Davis, O.S.P. Helder, S. Bühren, K. Burghardt, R. De Zwaan, M. Egberts, K. Ehrlich, S. Herpertz-Dahlmann, B. Herzog, W. Imgart, H. Scherag, A. Zipfel, S. Boni, C. Ramoz, N. Versini, A. Danner, U.N. Hendriks, J. Koeleman, B.P.C. Ophoff, R.A. Strengman, E. Van Elburg, A.A. Bruson, A. Clementi, M. Degortes, D. Forzan, M. Tenconi, E. Docampo, E. Escaramís, G. Jiménez-Murcia, S. Lissowska, J. Rajewski, A. Szeszenia-Dabrowska, N. Slopien, A. Hauser, J. Karhunen, L. Meulenbelt, I. Slagboom, P.E. Tortorella, A. Maj, M. Dedoussis, G. DIkeos, D. Gonidakis, F. Tziouvas, K. Tsitsika, A. Papezova, H. Slachtova, L. Martaskova, D. Kennedy, J.L. Levitan, R.D. Yilmaz, Z. Huemer, J. Koubek, D. Merl, E. Wagner, G. Lichtenstein, P. Breen, G. Cohen-Woods, S. Farmer, A. McGuffin, P. Cichon, S. Giegling, I. Herms, S. Rujescu, D. Schreiber, S. Wichmann, H.-E. DIna, C. Sladek, R. Gambaro, G. Soranzo, N. Julia, A. Marsal, S. Rabionet, R. Gaborieau, V. DIck, D.M. Palotie, A. Ripatti, S. Widén, E. Andreassen, O.A. Espeseth, T. Lundervold, A. Reinvang, I. Steen, V.M. Le Hellard, S. Mattingsdal, M. Ntalla, I. Bencko, V. Foretova, L. Janout, V. Navratilova, M. Gallinger, S. Pinto, D. Scherer, S.W. Aschauer, H. Carlberg, L. Schosser, A. Alfredsson, L. DIng, B. Klareskog, L. Padyukov, L. Finan, C. Kalsi, G. Roberts, M. Barrett, J.C. Estivill, X. Hinney, A. Sullivan, P.F. Zeggini, E. Bulik, C.M. Brandt, H. Crawford, S. Crow, S. Fichter, M.M. Halmi, K.A. Johnson, C. Kaplan, A.S. La Via, M.C. Mitchell, J. Strober, M. Rotondo, A. Treasure, J. Woodside, D.B. Keel, P.K. Klump, K.L. Lilenfeld, L. Bergen, A.W. Kaye, W. Magistretti, P.
Abstract: We conducted a genome-wide association study (GWAS) of anorexia nervosa (AN) using a stringently defined phenotype. Analysis of phenotypic variability led to the identification of a specific genetic risk factor that approached genome-wide significance (rs929626 in EBF1 (Early B-Cell Factor 1); P = 2.04 × 10-7; OR = 0.7; 95% confidence interval (CI) = 0.61-0.8) with independent replication (P = 0.04), suggesting a variant-mediated dysregulation of leptin signaling may play a role in AN. Multiple SNPs in LD with the variant support the nominal association. This demonstrates that although the clinical and etiologic heterogeneity of AN is universally recognized, further careful sub-typing of cases may provide more precise genomic signals. In this study, through a refinement of the phenotype spectrum of AN, we present a replicable GWAS signal that is nominally associated with AN, highlighting a potentially important candidate locus for further investigation. © 2017 The Author(s).
Published: 2017

60. Causal effects for higher body mass index, but not for triglyceride levels or genetic predisposition to type 2 diabetes, on osteoarthritis

Author: Hartwig, F.P., primary, Steinberg, J., additional, Zengini, E., additional, Hatzikotoulas, K., additional, Southam, L., additional, Tachmazidou, I., additional, Wilkinson, J., additional, Davey Smith, G., additional, and Zeggini, E., additional
Published: 2018
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61. Evidence for three genetic loci involved in both anorexia nervosa risk and variation of body mass index

Author: Hinney, A. (Anke), Kesselmeier, M. (M.), Jall, S. (S.), Volckmar, A.-L. (A. L.), Föcker, M. (M.), Antel, J. (J.), Heid, I.M. (Iris), Winkler, T.W. (Thomas W.), Grant, S.F.A. (S. F.A.), Guo, Y. (Yongli), Bergen, A.W. (Andrew), Grant, S.F.A. (Struan), Berrettini, W. (Wade), Hakonarson, H. (Hakon), Herpertz-Dahlmann, B. (B.), De Zwaan, M. (M.), Herzog, W. (W.), Ehrlich, S.M. (Stefan), Zipfel, S. (S.), Egberts, K. (Karin), Adan, R. (R.), Brandys, M. (M.), Elburg, A.A. (Annemarie) van, Boraska Perica, V. (V.), Müller, T.D., Tschöp, M.H. (M. H.), Zeggini, E. (Eleftheria), Bulik, C.M. (C. M.), Collier, D.A. (David), Scherag, A. (A.), Hebebrand, J. (J.), Tschop, M. (Matthias), Floyd, J. (Jamie), Thornton, L.M. (Laura), Huckins, L.M. (Laura M), Southam, L. (Lorraine), Rayner, N.W. (Nigel William), Tachmazidou, I. (Ioanna), Klump, K.L. (K. L.), Treasure, J. (Janet), Lewis, C.M. (Cathryn), Schmidt, U. (Ulrike), Tozzi, F. (Federica), Iezebrink, K. (Kirsty), Gorwood, P. (Philip), Kas, M.J.H. (Martien), Favaro, A. (Angela), Santonastaso, P. (Paolo), Fernández-Aranda, F. (Fernando), Gratacos, M. (Monica), Rybakowski, F. (Filip), Dmitrzak-Weglarz, M. (Monika), Kaprio, J. (Jaakko), Keski-Rahkonen, A. (Anna), Raevuori-Helkamaa, A. (Anu), Furth, E.F. (Eric) van, Slof-Op’t Landt, M.C.T. (Margarita C. T.), Hudson, J.I. (James I), Knudsen, G.P.S. (Gun Peggy S.), Monteleone, P. (Palmiero), Kaplan, A.S. (Allan S), Karwautz, A. (Andreas), Li, D. (Dong), Komaki, G. (Gen), Ando, T. (Tetsuya), Inoko, H. (Hidetoshi), Esko, T. (T.), Fischer, K. (Krista), Männik, K. (Katrin), Metspalu, A. (Andres), Baker, J.H. (Jessica H), Cone, R.D. (Roger D), Esko, T. (Tõnu), DeSocio, J.E. (Janiece E), Hilliard, C.E. (Christopher E), O’Toole, J.K. (Julie K), Pantel, J. (Jacques), Szatkiewicz, J.P. (Jin P), Taico, C. (Chrysecolla), Zerwas, S. (Stephanie), Trace, S.E. (Sara E), Davis, O.S.P. (Oliver S.), Helder, S. (Sietske), Bühren, K. (Katharina), Burghardt, R. (Roland), Imgart, H. (Hartmut), Scherag, A. (Andre), Boni, C. (Claudette), Ramoz, N. (Nicolas), Versini, A. (Audrey), Danner, U.N. (Unna N), de Kove, C. (Carolien), Hendriks, J. (Judith), Koeleman, B.P.C. (Bobby P. C.), Ophoff, R.A. (Roel), Strengman, E. (Eric), Bruson, A. (Alice), Clementi, M. (Maurizio), Degortes, D. (Daniela), Forzan, M. (Monica), Tenconi, E. (Elena), Docampo, E. (Elisa), Jiménez-Murcia, G.E.S. (Geòrgia Escaramí Susana), Lissowska, J. (Jolanta), Rajewski, A. (Andrzej), Szeszenia-Dabrowska, N. (Neonila), Slopien, A. (Agnieszka), Hauser, J. (J.), Karhunen, L. (Leila), Meulenbelt, I. (Ingrid), Slagboom, P.E. (Eline), Tortorella, A. (Alfonso), Maj, M. (Mario), Dedoussis, G.V. (George), Dedoussis, G.V. (G. V.), Koeleman, B.P.C. (Bobby), Gonidakis, F. (Fragiskos), Tziouvas, K. (Konstantinos), Tsitsika, A. (Artemis), Papezova, H. (Hana), Slachtova, L. (Lenka), Martaskova, D. (Debora), Kennedy, J.L., Levitan, R.D. (Robert D), Yilmaz, Z. (Zeynep), Huemer, J. (Julia), Koubek, D. (Doris), Merl, E. (Elisabeth), Wagner, G. (Gudrun), Lichtenstein, P. (Paul), Breen, G. (Gerome), Cohen-Woods, S. (Sarah), Farmer, A.E. (Anne E), Mcguffin, P. (Peter), Cichon, S. (Sven), Giegling, I. (Ina), Herms, S. (Stefan), Rujescu, D. (Dan), Schreiber, S. (Stefan), Wichmann, H.E. (Heinz Erich), Sladek, R. (Rob), Gambaro, G. (Giovanni), Soranzo, N. (Nicole), Julia, A. (Antonio), Marsal, S. (Sara), Rabionet, R. (Raquel), Gaborieau, V. (Valerie), Dick, D.M. (Danielle), Palotie, A. (A.), Ripatti, S. (Samuli), Widen, E., Espeseth, T. (Thomas), Lundervold, A.J. (Astri), Reinvang, I. (Ivar), Steen, V.M. (Vidar), Le Hellard, S. (Stephanie), Mattingsdal, M. (Morten), Ntalla, I. (Ioanna), Bencko, V. (Vladimir), Foretova, L. (Lenka), Janout, V. (Vladimir), Navratilova, M. (Marie), Pinto, D. (Dalila), Scherer, S.W. (Stephen W), Carlberg, L. (Laura), Schosser, A. (Alexandra), Alfredsson, L. (Lars), Pinto, D. (Duane), Scherer, S.W. (Stephen), Padyukov, L. (Leonid), Finan, C. (Chris), Kalsi, G. (Gursharan), Roberts, M. (Marion), Logan, D.W. (Darren W), Peltonen, L. (Leena Johanna), Ritchie, G.R.S. (Graham R.S.), Barrett, J.C. (Jeffrey), Estivill, X. (Xavier), Sullivan, P.F. (Patrick), Anderson, C.A. (Carl A), McGinnis, R. (Ralph), Sambrook, J. (Jennifer), Stephens, J. (Jonathan), Ouwehand, W.H. (Willem), McArdle, P.F. (P. F.), Ring, S.M. (Susan), Strachan, D.P. (David), Alexander, G. (Graeme), Conlon, P.J. (Peter J), Dominiczak, A. (Anna), Duncanson, A. (Audrey), Padyukov, L. (L.), Langford, C. (Cordelia), Lord, G. (Graham), Conlon, P. (Peter), Sandford, R. (Richard), Sheerin, N. (Neil), Vannberg, F.O. (Frederik O), Blackburn, H. (Hannah), Maxwell, A.P. (A.), Edkins, T. (Ted), Gillman, M.W. (Matthew W.), Gray, E. (Emma), Hunt, S.E. (Sarah E), Nengut, S.-G. (Suna-Gumuscu), Potter, S.C. (Simon), Rich, S.S. (Stephen), Simpkin, D. (Douglas), Whittaker, P. (Pamela), Ang, W.Q. (Wei), Atalay, M. (Mustafa), Beijsterveldt, C.E.M. (Toos) van, Bergen, N. (N.), Benke, K. (K.), Berry, D. (Diane), Boomsma, D.I. (Dorret), Bradfield, J.P. (Jonathan), Charoen, P. (Pimphen), Coin, L. (Lachlan), Cooper, C. (C.), Cousminer, D.L. (Diana), Das, S. (Shikta), Elliott, P. (P.), Evans, D.M. (D. M.), Feenstra, B. (B.), Flexeder, C. (Claudia), Frayling, T.M. (Timothy), Freathy, R.M. (Rachel), Gaillard, R. (R.), Geller, F. (Frank), Groen-Blokhuis, M. (Maria), Goh, L.K. (L. K.), Guxens Junyent, M. (Mònica), Hattersley, A.T. (Andrew), Haworth, C.M.A. (Claire M.), Hadley, D. (D.), Heinrich, J. (J.), Hirschhorn, J.N. (Joel), Hocher, B. (Berthold), Holloway, J.W. (J. W.), Holst, J.J., Hottenga, J.J. (Jouke Jan), Horikoshi, M. (Momoko), Huikari, V. (Ville), Hypponen, E. (E.), Iñiguez, C. (C.), Jaddoe, V.W. (V. W.), Jarvelin, M.R. (M. R.), Kaakinen, M. (M.), Kilpeläinen, T.O. (Tuomas), Hypponen, E. (Elina), Kowgier, M. (Matthew), Lakka, T.A. (Timo), Cooper, C. (Charles), Lange, L.A. (Leslie), Lawlor, D.A. (D. A.), Lehtimäki, T. (Terho), Lewin, A. (Alex), Elliott, P. (Paul), Lindi, V. (Virpi), Maggi, R. (Reedik), Feenstra, B. (Bjarke), McCarthy, M.I. (M. I.), Melbye, M. (Mads), Middeldorp, C.M. (Christel), Millwood, I.Y. (Iona), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (D. O.), Murray, J.C. (Jeffrey), Nivard, M. (Michel), Nohr, C. (Christian), Oken, E. (Emily), Ong, K.K. (K. K.), O'Reilly, P.F. (P. F.), Palmer, C. (Cameron), Panoutsopoulou, K. (K.), Pararajasingham, J. (Jennifer), Pearson, E.R. (E. R.), Pennell, C.E. (Craig), Power, C. (Christopher), Price, T.S. (Thomas), Prokopenko, I. (Inga), Raitakari, O.T. (O. T.), Rodriguez, A. (A.), Salem, R.M. (Rany), Saw, S.M. (S. M.), Sebert, S. (S.), Siitonen, N. (Niina), Jaddoe, V.W.V. (Vincent), Sørensen, T.I.A. (Thorkild), Sovio, U. (Ulla), Lawlor, D.A. (Debbie), Sunyer, J. (J.), Taal, H.R. (Rob), Teo, Y.Y. (Y. Y.), Thiering, E. (Elisabeth), Tiesler, C. (C.), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Valcárcel, B. (Beatriz), Teo, Y.Y. (Yik Ying), White, S.J. (Stefan), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (J. F.), Yaghootkar, H. (H.), Elks, C.E. (Cathy), Perry, J.R. (J. R.), Sulem, P. (Patrick), Chasman, D.I. (Daniel), Franceschini, N. (Nora), He, C. (C.), Lunetta, K.L. (Kathryn), Visser, J.A. (Jenny), Byrne, E.M. (E. M.), Gudbjartsson, D.F. (Daniel), Koller, D.L. (Daniel), Kutalik, Z. (Zoltán), Lin, P. (P.), Mangino, M. (Massimo), Byrne, E.M. (Enda), Smith, A.V. (Albert), Stolk, L. (Lisette), Wingerden, S. (Sophie) van, Zhao, J.H. (J. H.), Albrecht, E. (Eva), Corre, T. (Tanguy), Ingelsson, E. (Erik), Hayward, C. (Caroline), Magnusson, P.K. (Patrik), Smith, A.V. (Davey), Chanock, S.J. (Stephen), Warrington, M. (M.), Zgaga, L. (L.), Alavere, H. (Helene), Amin, N. (Najaf), Aspelund, T. (T.), Ulivi, S. (Shelia), Sunyer, J. (Jordi), Berenson, G. (Gerald), Bergmann, S.M. (Sven), Boerwinkle, E. (E.), Buring, J.E. (Julie), Busonero, F. (F.), Barroso, I.E. (Inês), Chanock, S.J. (S. J.), Warrington, N.M. (Nicole), Couper, D.J. (David), Coviello, A.D. (Andrea), Busonero, F., Faire, U. (Ulf) de, de Geus, E.J. (E. J.), Deloukas, P. (Panagiotis), Döring, A. (Angela), Davey Smith, G. (G.), Adamo, P. (Pio) d', Eiriksdottir, G. (Gudny), Geus, E.J.C. (Eco) de, Hagen, K. (Knut), Ferrucci, L. (L.), Folsom, A.R. (A. R.), Foroud, T. (T.), Garcia, M.E. (M.), Gasparini, P. (P.), Gieger, C. (Christian), Gudnason, V. (V.), Folsom, A.R. (Aaron), Hankinson, S.E. (S. E.), Ferreli, L. (Liana), Gasparini, P. (Paolo), Hernandez, D.G. (Dena), Hofman, A. (Albert), Hu, F.B. (F. B.), Illig, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Johnson, A.D. (Andrew), Karasik, D. (David), Khaw, K.T. (K. T.), Kiel, D.P. (Douglas P.), Kolcic, I. (Ivana), Kraft, P. (Peter), Launer, L.J. (Lenore), Laven, J.S. (J. S.), Li, S. (S.), Liu, J. (J.), Levy, D. (D.), Martin, N.G. (N. G.), Aspelund, T. (Thor), Nalls, M.A. (Michael), Navarro, P. (Pau), Nelis, M. (M.), Ness, A.R. (A. R.), Boerwinkle, E.A. (Eric), Oostra, B.A. (Ben), Peacock, M. (M.), Pare, G. (Guillame), Parker, A.N. (Alex), Pedersen, N.L. (Nancy), Cornelis, M. (Marilyn), Polasek, O. (Ozren), Plump, A.S. (A. S.), Peacock, M. (Munro), Porcu, E. (Eleonora), Rafnar, T. (Thorunn), Rice, J.P. (John), Rivadeneira, F. (F.), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D. (D.), Scuteri, A. (A.), Segrè, A.V. (Ayellet), Foroud, T. (Tatiana), Srinivasan, S.R. (Sathanur), Tammesoo, M.L. (M. L.), Tikkanen, E. (Emmi), Toniolo, D. (Daniela), Scuteri, A. (Angelo), Tryggvadottir, L. (Laufey), Tyrer, J. (J.), Uda, M. (M.), van Dam, R.M. (R. M.), Meurs, J.B.J. (Joyce) van, Vollenweider, P. (Peter), Waeber, G. (Gérard), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Weedon, M.N. (Michael), Wright, A.F. (Alan), Young, L. (L.), Zhai, G. (G.), Zhuang, W.V. (W. V.), Bierut, L.J. (L. J.), Boyd, H.A. (H. A.), Crisponi, L. (Laura), Demerath, E.W. (E. W.), Duijn, C.M. (Cornelia) van, Econs, M.J. (M. J.), Harris, T.B. (Tamara), Bierut, L.J. (Laura), Loos, R.J.F. (Ruth), Ridker, P.M. (Paul), Demerath, E.W. (Ellen), Streeten, E.A. (Elizabeth), Econs, M.J. (Michael), Thorsteinsdottir, U. (Unnur), Widen, E. (E.), Murabito, J. (Joanne), Ness, A.R. (Andrew), Spector, T.D. (Timothy), Crawford, S. (Steve), Crow, S. (Scott), Fichter, M.M. (M. M.), Halmi, K.A. (K. A.), Palotie, A. (Aarno), La Via, M. (Maria), Mitchell, J. (James), Strober, M. (Michael), Rotondo, A. (Alessandro), Woodside, D.B. (D Blake), Keel, P. (Pamela), Lilenfeld, L. (Lisa), Rivadeneira Ramirez, F. (Fernando), Magistretti, P. (Pierre), Montgomery, G.W. (G. W.), Hinney, A. (Anke), Kesselmeier, M. (M.), Jall, S. (S.), Volckmar, A.-L. (A. L.), Föcker, M. (M.), Antel, J. (J.), Heid, I.M. (Iris), Winkler, T.W. (Thomas W.), Grant, S.F.A. (S. F.A.), Guo, Y. (Yongli), Bergen, A.W. (Andrew), Grant, S.F.A. (Struan), Berrettini, W. (Wade), Hakonarson, H. (Hakon), Herpertz-Dahlmann, B. (B.), De Zwaan, M. (M.), Herzog, W. (W.), Ehrlich, S.M. (Stefan), Zipfel, S. (S.), Egberts, K. (Karin), Adan, R. (R.), Brandys, M. (M.), Elburg, A.A. (Annemarie) van, Boraska Perica, V. (V.), Müller, T.D., Tschöp, M.H. (M. H.), Zeggini, E. (Eleftheria), Bulik, C.M. (C. M.), Collier, D.A. (David), Scherag, A. (A.), Hebebrand, J. (J.), Tschop, M. (Matthias), Floyd, J. (Jamie), Thornton, L.M. (Laura), Huckins, L.M. (Laura M), Southam, L. (Lorraine), Rayner, N.W. (Nigel William), Tachmazidou, I. (Ioanna), Klump, K.L. (K. L.), Treasure, J. (Janet), Lewis, C.M. (Cathryn), Schmidt, U. (Ulrike), Tozzi, F. (Federica), Iezebrink, K. (Kirsty), Gorwood, P. (Philip), Kas, M.J.H. (Martien), Favaro, A. (Angela), Santonastaso, P. (Paolo), Fernández-Aranda, F. (Fernando), Gratacos, M. (Monica), Rybakowski, F. (Filip), Dmitrzak-Weglarz, M. (Monika), Kaprio, J. (Jaakko), Keski-Rahkonen, A. (Anna), Raevuori-Helkamaa, A. (Anu), Furth, E.F. (Eric) van, Slof-Op’t Landt, M.C.T. (Margarita C. T.), Hudson, J.I. (James I), Knudsen, G.P.S. (Gun Peggy S.), Monteleone, P. (Palmiero), Kaplan, A.S. (Allan S), Karwautz, A. (Andreas), Li, D. (Dong), Komaki, G. (Gen), Ando, T. (Tetsuya), Inoko, H. (Hidetoshi), Esko, T. (T.), Fischer, K. (Krista), Männik, K. (Katrin), Metspalu, A. (Andres), Baker, J.H. (Jessica H), Cone, R.D. (Roger D), Esko, T. (Tõnu), DeSocio, J.E. (Janiece E), Hilliard, C.E. (Christopher E), O’Toole, J.K. (Julie K), Pantel, J. (Jacques), Szatkiewicz, J.P. (Jin P), Taico, C. (Chrysecolla), Zerwas, S. (Stephanie), Trace, S.E. (Sara E), Davis, O.S.P. (Oliver S.), Helder, S. (Sietske), Bühren, K. (Katharina), Burghardt, R. (Roland), Imgart, H. (Hartmut), Scherag, A. (Andre), Boni, C. (Claudette), Ramoz, N. (Nicolas), Versini, A. (Audrey), Danner, U.N. (Unna N), de Kove, C. (Carolien), Hendriks, J. (Judith), Koeleman, B.P.C. (Bobby P. C.), Ophoff, R.A. (Roel), Strengman, E. (Eric), Bruson, A. (Alice), Clementi, M. (Maurizio), Degortes, D. (Daniela), Forzan, M. (Monica), Tenconi, E. (Elena), Docampo, E. (Elisa), Jiménez-Murcia, G.E.S. (Geòrgia Escaramí Susana), Lissowska, J. (Jolanta), Rajewski, A. (Andrzej), Szeszenia-Dabrowska, N. (Neonila), Slopien, A. (Agnieszka), Hauser, J. (J.), Karhunen, L. (Leila), Meulenbelt, I. (Ingrid), Slagboom, P.E. (Eline), Tortorella, A. (Alfonso), Maj, M. (Mario), Dedoussis, G.V. (George), Dedoussis, G.V. (G. V.), Koeleman, B.P.C. (Bobby), Gonidakis, F. (Fragiskos), Tziouvas, K. (Konstantinos), Tsitsika, A. (Artemis), Papezova, H. (Hana), Slachtova, L. (Lenka), Martaskova, D. (Debora), Kennedy, J.L., Levitan, R.D. (Robert D), Yilmaz, Z. (Zeynep), Huemer, J. (Julia), Koubek, D. (Doris), Merl, E. (Elisabeth), Wagner, G. (Gudrun), Lichtenstein, P. (Paul), Breen, G. (Gerome), Cohen-Woods, S. (Sarah), Farmer, A.E. (Anne E), Mcguffin, P. (Peter), Cichon, S. (Sven), Giegling, I. (Ina), Herms, S. (Stefan), Rujescu, D. (Dan), Schreiber, S. (Stefan), Wichmann, H.E. (Heinz Erich), Sladek, R. (Rob), Gambaro, G. (Giovanni), Soranzo, N. (Nicole), Julia, A. (Antonio), Marsal, S. (Sara), Rabionet, R. (Raquel), Gaborieau, V. (Valerie), Dick, D.M. (Danielle), Palotie, A. (A.), Ripatti, S. (Samuli), Widen, E., Espeseth, T. (Thomas), Lundervold, A.J. (Astri), Reinvang, I. (Ivar), Steen, V.M. (Vidar), Le Hellard, S. (Stephanie), Mattingsdal, M. (Morten), Ntalla, I. (Ioanna), Bencko, V. (Vladimir), Foretova, L. (Lenka), Janout, V. (Vladimir), Navratilova, M. (Marie), Pinto, D. (Dalila), Scherer, S.W. (Stephen W), Carlberg, L. (Laura), Schosser, A. (Alexandra), Alfredsson, L. (Lars), Pinto, D. (Duane), Scherer, S.W. (Stephen), Padyukov, L. (Leonid), Finan, C. (Chris), Kalsi, G. (Gursharan), Roberts, M. (Marion), Logan, D.W. (Darren W), Peltonen, L. (Leena Johanna), Ritchie, G.R.S. (Graham R.S.), Barrett, J.C. (Jeffrey), Estivill, X. (Xavier), Sullivan, P.F. (Patrick), Anderson, C.A. (Carl A), McGinnis, R. (Ralph), Sambrook, J. (Jennifer), Stephens, J. (Jonathan), Ouwehand, W.H. (Willem), McArdle, P.F. (P. F.), Ring, S.M. (Susan), Strachan, D.P. (David), Alexander, G. (Graeme), Conlon, P.J. (Peter J), Dominiczak, A. (Anna), Duncanson, A. (Audrey), Padyukov, L. (L.), Langford, C. (Cordelia), Lord, G. (Graham), Conlon, P. (Peter), Sandford, R. (Richard), Sheerin, N. (Neil), Vannberg, F.O. (Frederik O), Blackburn, H. (Hannah), Maxwell, A.P. (A.), Edkins, T. (Ted), Gillman, M.W. (Matthew W.), Gray, E. (Emma), Hunt, S.E. (Sarah E), Nengut, S.-G. (Suna-Gumuscu), Potter, S.C. (Simon), Rich, S.S. (Stephen), Simpkin, D. (Douglas), Whittaker, P. (Pamela), Ang, W.Q. (Wei), Atalay, M. (Mustafa), Beijsterveldt, C.E.M. (Toos) van, Bergen, N. (N.), Benke, K. (K.), Berry, D. (Diane), Boomsma, D.I. (Dorret), Bradfield, J.P. (Jonathan), Charoen, P. (Pimphen), Coin, L. (Lachlan), Cooper, C. (C.), Cousminer, D.L. (Diana), Das, S. (Shikta), Elliott, P. (P.), Evans, D.M. (D. M.), Feenstra, B. (B.), Flexeder, C. (Claudia), Frayling, T.M. (Timothy), Freathy, R.M. (Rachel), Gaillard, R. (R.), Geller, F. (Frank), Groen-Blokhuis, M. (Maria), Goh, L.K. (L. K.), Guxens Junyent, M. (Mònica), Hattersley, A.T. (Andrew), Haworth, C.M.A. (Claire M.), Hadley, D. (D.), Heinrich, J. (J.), Hirschhorn, J.N. (Joel), Hocher, B. (Berthold), Holloway, J.W. (J. W.), Holst, J.J., Hottenga, J.J. (Jouke Jan), Horikoshi, M. (Momoko), Huikari, V. (Ville), Hypponen, E. (E.), Iñiguez, C. (C.), Jaddoe, V.W. (V. W.), Jarvelin, M.R. (M. R.), Kaakinen, M. (M.), Kilpeläinen, T.O. (Tuomas), Hypponen, E. (Elina), Kowgier, M. (Matthew), Lakka, T.A. (Timo), Cooper, C. (Charles), Lange, L.A. (Leslie), Lawlor, D.A. (D. A.), Lehtimäki, T. (Terho), Lewin, A. (Alex), Elliott, P. (Paul), Lindi, V. (Virpi), Maggi, R. (Reedik), Feenstra, B. (Bjarke), McCarthy, M.I. (M. I.), Melbye, M. (Mads), Middeldorp, C.M. (Christel), Millwood, I.Y. (Iona), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (D. O.), Murray, J.C. (Jeffrey), Nivard, M. (Michel), Nohr, C. (Christian), Oken, E. (Emily), Ong, K.K. (K. K.), O'Reilly, P.F. (P. F.), Palmer, C. (Cameron), Panoutsopoulou, K. (K.), Pararajasingham, J. (Jennifer), Pearson, E.R. (E. R.), Pennell, C.E. (Craig), Power, C. (Christopher), Price, T.S. (Thomas), Prokopenko, I. (Inga), Raitakari, O.T. (O. T.), Rodriguez, A. (A.), Salem, R.M. (Rany), Saw, S.M. (S. M.), Sebert, S. (S.), Siitonen, N. (Niina), Jaddoe, V.W.V. (Vincent), Sørensen, T.I.A. (Thorkild), Sovio, U. (Ulla), Lawlor, D.A. (Debbie), Sunyer, J. (J.), Taal, H.R. (Rob), Teo, Y.Y. (Y. Y.), Thiering, E. (Elisabeth), Tiesler, C. (C.), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Valcárcel, B. (Beatriz), Teo, Y.Y. (Yik Ying), White, S.J. (Stefan), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (J. F.), Yaghootkar, H. (H.), Elks, C.E. (Cathy), Perry, J.R. (J. R.), Sulem, P. (Patrick), Chasman, D.I. (Daniel), Franceschini, N. (Nora), He, C. (C.), Lunetta, K.L. (Kathryn), Visser, J.A. (Jenny), Byrne, E.M. (E. M.), Gudbjartsson, D.F. (Daniel), Koller, D.L. (Daniel), Kutalik, Z. (Zoltán), Lin, P. (P.), Mangino, M. (Massimo), Byrne, E.M. (Enda), Smith, A.V. (Albert), Stolk, L. (Lisette), Wingerden, S. (Sophie) van, Zhao, J.H. (J. H.), Albrecht, E. (Eva), Corre, T. (Tanguy), Ingelsson, E. (Erik), Hayward, C. (Caroline), Magnusson, P.K. (Patrik), Smith, A.V. (Davey), Chanock, S.J. (Stephen), Warrington, M. (M.), Zgaga, L. (L.), Alavere, H. (Helene), Amin, N. (Najaf), Aspelund, T. (T.), Ulivi, S. (Shelia), Sunyer, J. (Jordi), Berenson, G. (Gerald), Bergmann, S.M. (Sven), Boerwinkle, E. (E.), Buring, J.E. (Julie), Busonero, F. (F.), Barroso, I.E. (Inês), Chanock, S.J. (S. J.), Warrington, N.M. (Nicole), Couper, D.J. (David), Coviello, A.D. (Andrea), Busonero, F., Faire, U. (Ulf) de, de Geus, E.J. (E. J.), Deloukas, P. (Panagiotis), Döring, A. (Angela), Davey Smith, G. (G.), Adamo, P. (Pio) d', Eiriksdottir, G. (Gudny), Geus, E.J.C. (Eco) de, Hagen, K. (Knut), Ferrucci, L. (L.), Folsom, A.R. (A. R.), Foroud, T. (T.), Garcia, M.E. (M.), Gasparini, P. (P.), Gieger, C. (Christian), Gudnason, V. (V.), Folsom, A.R. (Aaron), Hankinson, S.E. (S. E.), Ferreli, L. (Liana), Gasparini, P. (Paolo), Hernandez, D.G. (Dena), Hofman, A. (Albert), Hu, F.B. (F. B.), Illig, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Johnson, A.D. (Andrew), Karasik, D. (David), Khaw, K.T. (K. T.), Kiel, D.P. (Douglas P.), Kolcic, I. (Ivana), Kraft, P. (Peter), Launer, L.J. (Lenore), Laven, J.S. (J. S.), Li, S. (S.), Liu, J. (J.), Levy, D. (D.), Martin, N.G. (N. G.), Aspelund, T. (Thor), Nalls, M.A. (Michael), Navarro, P. (Pau), Nelis, M. (M.), Ness, A.R. (A. R.), Boerwinkle, E.A. (Eric), Oostra, B.A. (Ben), Peacock, M. (M.), Pare, G. (Guillame), Parker, A.N. (Alex), Pedersen, N.L. (Nancy), Cornelis, M. (Marilyn), Polasek, O. (Ozren), Plump, A.S. (A. S.), Peacock, M. (Munro), Porcu, E. (Eleonora), Rafnar, T. (Thorunn), Rice, J.P. (John), Rivadeneira, F. (F.), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D. (D.), Scuteri, A. (A.), Segrè, A.V. (Ayellet), Foroud, T. (Tatiana), Srinivasan, S.R. (Sathanur), Tammesoo, M.L. (M. L.), Tikkanen, E. (Emmi), Toniolo, D. (Daniela), Scuteri, A. (Angelo), Tryggvadottir, L. (Laufey), Tyrer, J. (J.), Uda, M. (M.), van Dam, R.M. (R. M.), Meurs, J.B.J. (Joyce) van, Vollenweider, P. (Peter), Waeber, G. (Gérard), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Weedon, M.N. (Michael), Wright, A.F. (Alan), Young, L. (L.), Zhai, G. (G.), Zhuang, W.V. (W. V.), Bierut, L.J. (L. J.), Boyd, H.A. (H. A.), Crisponi, L. (Laura), Demerath, E.W. (E. W.), Duijn, C.M. (Cornelia) van, Econs, M.J. (M. J.), Harris, T.B. (Tamara), Bierut, L.J. (Laura), Loos, R.J.F. (Ruth), Ridker, P.M. (Paul), Demerath, E.W. (Ellen), Streeten, E.A. (Elizabeth), Econs, M.J. (Michael), Thorsteinsdottir, U. (Unnur), Widen, E. (E.), Murabito, J. (Joanne), Ness, A.R. (Andrew), Spector, T.D. (Timothy), Crawford, S. (Steve), Crow, S. (Scott), Fichter, M.M. (M. M.), Halmi, K.A. (K. A.), Palotie, A. (Aarno), La Via, M. (Maria), Mitchell, J. (James), Strober, M. (Michael), Rotondo, A. (Alessandro), Woodside, D.B. (D Blake), Keel, P. (Pamela), Lilenfeld, L. (Lisa), Rivadeneira Ramirez, F. (Fernando), Magistretti, P. (Pierre), and Montgomery, G.W. (G. W.)
Abstract: The maintenance of normal body weight is disrupted in patients with anorexia nervosa (AN) for prolonged periods of time. Prior to the onset of AN, premorbid body mass index (BMI) spans the entire range from underweight to obese. After recovery, patients have reduced rates of overweight and obesity. As such, loci involved in body weight regulation may also be relevant for AN and vice versa. Our primary analysis comprised a cross-trait analysis of the 1000 single-nucleotide polymorphisms (SNPs) with the lowest P-values in a genome-wide association meta-analysis (GWAMA) of AN (GCAN) for evidence of association in the largest published GWAMA for BMI (GIANT). Subsequently we performed sex-stratified analyses for these 1000 SNPs. Functional ex vivo studies on four genes ensued. Lastly, a look-up of GWAMA-derived BMI-related loci was performed in the AN GWAMA. We detected significant associations (P-values <5 × 10-5, Bonferroni-corrected P<0.05) for nine SNP alleles at three independent loci. Interestingly, all AN susceptibility alleles were consistently associated with increased BMI. None of the genes (chr. 10: CTBP2, chr. 19: CCNE1, chr. 2: CARF and NBEAL1; the latter is a region with high linkage disequilibrium) nearest to these SNPs has previously been associated with AN or obesity. Sex-stratified analyses revealed that the strongest BMI signal originated predominantly from females (chr. 10 rs1561589; Poverall: 2.47 × 10-06/Pfemales: 3.45 × 10-07/Pmales: 0.043). Functional ex vivo studies in mice revealed reduced hypothalamic expression of Ctbp2 and Nbeal1 after fasting. Hypothalamic expression of Ctbp2 was increased in diet-induced obese (DIO) mice as compared with age-matched lean controls. We observed no evidence for associations for the look-up of BMI-related loci in the AN GWAMA. A cross-trait analysis of AN and BMI loci revealed variants at three chromosomal loci with potential joint impact. The chromosome 10 locus is particularly promising given that the associa
Published: 2017
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62. Rare and low-frequency coding variants alter human adult height

Author: Marouli, E. (Eirini), Graff, M.J. (Maud J.L.), Medina-Gomez, C. (Carolina), Lo, K.S., Wood, A.R. (Andrew), Kjaer, T.R. (Troels R.), Fine, R.S. (Rebecca S.), Lu, Y. (Yingchang), Schurmann, C. (Claudia), Highland, H. (Heather), Rüeger, S. (Sina), Thorleifsson, G. (Gudmar), Justice, A.E. (Anne), Lamparter, D. (David), Stirrups, K. (Kathy), Turcot, V. (Valérie), Young, K.L. (Kristin L.), Winkler, T.W. (Thomas W.), Esko, T. (Tõnu), Karaderi, T. (Tugce), Locke, A. (Adam), Masca, N.G.D. (Nicholas G.D.), Ng, M.C.Y. (Maggie C.Y.), Mudgal, P. (Poorva), Rivas, M.A. (Manuel), Vedantam, S. (Sailaja), Mahajan, A. (Anubha), Guo, X. (Xiuqing), Abecasis, G.R. (Gonçalo), Aben, K.K.H. (Katja), Adair, L.S. (Linda), Alam, D.S. (Dewan S.), Albrecht, E. (Eva), Allin, K.H. (Kristine H), Allison, M.A. (Matthew), Amouyel, P. (Philippe), Appel, E.V. (Emil V.), Arveiler, D. (Dominique), Asselbergs, F.W. (Folkert), Auer, P. (Paul), Balkau, B. (Beverley), Banas, B. (Bernhard), Bang, L.E. (Lia E.), Benn, M. (Marianne), Bergmann, S. (Sven), Bielak, L.F. (Lawrence F.), Blüher, M. (Matthias), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Böger, C.A. (Carsten), Bonnycastle, L.L. (Lori), Bork-Jensen, J. (Jette), Bots, M.L. (Michiel), Bottinger, E.P. (Erwin), Bowden, D.W. (Donald), Brandslund, I. (Ivan), Breen, G. (Gerome), Brilliant, M.H. (Murray H.), Broer, L. (Linda), Burt, A.D. (Alastair), Butterworth, A.S. (Adam), Carey, D.J. (David J.), Caulfield, M. (Mark), Chambers, J.C. (John), Chasman, D.I. (Daniel), Chen, Y.-D.I. (Yii-Der Ida), Chowdhury, R. (Rajiv), Christensen, C. (Cramer), Chu, A.Y. (Audrey), Cocca, M. (Massimiliano), Collins, F.S. (Francis), Cook, J.P. (James P.), Corley, J. (Janie), Galbany, J.C. (Jordi Corominas), Cox, A.J. (Amanda J.), Cuellar-Partida, G. (Gabriel), Danesh, J. (John), Davies, G. (Gail), Bakker, P.I.W. (Paul) de, Borst, G.J. (Gert) de, De Denus, S. (Simon), De Groot, M.C.H. (Mark C.H.), Mutsert, R. (Reneé) de, Deary, I.J. (Ian), Dedoussis, G.V. (George), Demerath, E.W. (Ellen), Hollander, A.I. (Anneke), Dennis, J. (Joe), Angelantonio, E. (Emanuele) di, Drenos, F. (Fotios), Du, M. (Mengmeng), Dunning, A.M. (Alison M.), Easton, D.F. (Douglas), Ebeling, T. (Tapani), Edwards, T.L. (Todd L.), Ellinor, P.T. (Patrick), Elliott, P. (Paul), Evangelou, E. (Evangelos), Farmaki, A.-E. (Aliki-Eleni), Faul, J.D. (Jessica D.), Feitosa, M.F. (Mary Furlan), Feng, S. (Shuang), Ferrannini, E. (Ele), Ferrario, M.M. (Marco M.), Ferrieres, J. (Jean), Florez, J.C. (Jose), Ford, I., Fornage, M. (Myriam), Franks, P.W. (Paul), Frikke-Schmidt, R. (Ruth), Galesloot, T.E. (Tessel), Gan, W. (Wei), Gandin, I. (Ilaria), Gasparini, P. (Paolo), Giedraitis, V. (Vilmantas), Giri, A. (Ayush), Girotto, S., Gordon, S.D. (Scott D.), Gordon-Larsen, P. (Penny), Gorski, M. (Mathias), Grarup, N. (Niels), Grove, M.L. (Megan), Gudnason, V. (Vilmundur), Gustafsson, S. (Stefan), Hansen, T. (T.), Harris, K.M. (Kathleen Mullan), Harris, T.B. (Tamara), Hattersley, A.T. (Andrew), Hayward, C. (Caroline), He, L. (Liang), Heid, I.M. (Iris), Heikkilä, K. (Kauko), Helgeland, Ø. (Øyvind), Hernesniemi, J. (Jussi), Hewit, A.W. (Alex), Hocking, L.J. (Lynne), Hollensted, M. (Mette), Holmen, O.L. (Oddgeir), Hovingh, G.K. (Kees), Howson, J.M.M. (Joanna M.M.), Hoyng, C.B. (Carel), Huang, P.L. (Paul L.), Hveem, K. (Kristian), Ikram, M.K. (Kamran), Ingelsson, E. (Erik), Jackson, A.U. (Anne), Jansson, J.-H. (Jan-Håkan), Jarvik, G.P. (Gail), Jensen, G.B. (Gorm B.), Jhun, M.A. (Min A.), Jia, Y. (Yucheng), Jiang, X. (Xuejuan), Johansson, S. (Stefan), Jørgensen, M.E. (Marit E.), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Kahali, B. (Bratati), Kahn, R. (René), Kähönen, M. (Mika), Kamstrup, P.R. (Pia R.), Kanoni, S. (Stavroula), Kaprio, J. (Jaakko), Karaleftheri, M. (Maria), Kardia, S.L.R. (Sharon L.R.), Karpe, F. (Fredrik), Kee, F. (Frank), Keeman, J.N., Kiemeney, L.A.L.M. (Bart), Kitajima, H. (Hidetoshi), Kluivers, K.B. (Kirsten B.), Kocher, T., Komulainen, P. (Pirjo), Kontto, J. (Jukka), Kooner, J.S. (Jaspal S.), Kooperberg, C. (Charles), Kovacs, P. (Peter), Kriebel, J. (Jennifer), Kuivaniemi, H. (Helena), Küry, S. (Sébastien), Kuusisto, J. (Johanna), La Bianca, M. (Martina), Laakso, M. (Markku), Lakka, T.A. (Timo), Lange, E.M. (Ethan), Lange, L.A. (Leslie), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Larson, E.B. (Eric B.), Lee, I.-T. (I-Te), Lehtimäki, T. (Terho), Lewis, C.E. (Cora E.), Li, H. (Huaixing), Li, J. (Jin), Li-Gao, R. (Ruifang), Lin, H. (Honghuang), Lin, L.-A. (Li-An), Lin, X. (Xu), Kao, W.H.L. (Wen), Lindström, J. (Jaana), Linneberg, A. (Allan), Liu, Y. (Yeheng), Liu, Y. (YongMei), Lophatananon, A. (Artitaya), Luan, J. (Jian'An), Lubitz, S.A. (Steven), Lyytikäinen, L.-P. (Leo-Pekka), Mackey, D.A. (David A.), Madden, P.A. (Pamela), Manning, A.K. (Alisa), Männistö, S. (Satu), Marenne, G. (Gaëlle), Marten, J. (Jonathan), Martin, N.G. (Nicholas), Mazul, A.L. (Angela L.), Meidtner, K. (Karina), Metspalu, A. (Andres), Mitchell, P. (Paul), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (Dennis), Morgan, A. (Anna), Morris, A.D. (Andrew D.), Morris, A.P. (Andrew), Müller-Nurasyid, M. (Martina), Munroe, P. (Patricia), Nalls, M.A. (Michael), Nauck, M. (Matthias), Nelson, C.P. (Christopher P.), Neville, M.J. (Matthew), Nielsen, S.F. (Sune), Nikus, K. (Kjell), Njolstad, P. (Pal), Nordestgaard, B.G. (Børge), Ntalla, I. (Ioanna), O'Connel, J.R. (Jeffrey R.), Oksa, H. (Heikki), Loohuis, L.M.O. (Loes M. Olde), Ophoff, R.A. (Roel), Owen, K.R. (Katharine R.), Packard, C.J. (Chris J.), Padmanabhan, S. (Sandosh), Palmer, C.N.A. (Colin), Pasterkamp, G. (Gerard), Patel, A.P. (Aniruddh), Pattie, A. (Alison), Pedersen, O. (Oluf), Peissig, P.L. (Peggy L.), Peloso, G.M. (Gina), Pennell, C.E. (Craig), Perola, M. (Markus), Perry, J.A. (James A.), Perry, J.R.B. (John R.B.), Person, A.D. (Anthony), Pirie, A. (Ailith), Polasek, O. (Ozren), Posthuma, D. (Danielle), Raitakari, O.T. (Olli T.), Rasheed, A. (Asif), Rauramaa, R. (Rainer), Reilly, D.F. (Dermot F.), Reiner, A. (Alexander), Renström, F. (Frida), Ridker, P.M. (Paul), Rioux, J.D. (John), Robertson, N.R. (Neil), Robino, A. (Antonietta), Rolandsson, O. (Olov), Rudan, I. (Igor), Ruth, K.S. (Katherine S.), Saleheen, D. (Danish), Salomaa, V. (Veikko), Samani, N.J. (Nilesh), Sandow, K. (Kevin), Sapkota, Y. (Yadav), Sattar, N. (Naveed), Schmidt, M.K. (Marjanka), Schreiner, P.J. (Pamela), Schulze, M.B. (Matthias B), Scott, R.A. (Robert), Segura-Lepe, M.P. (Marcelo P.), Shah, S.H. (Svati), Sim, X. (Xueling), Sivapalaratnam, S. (Suthesh), Small, K.S. (Kerrin), Smith, A.V. (Albert Vernon), Smith, J.A. (Jennifer A), Southam, L. (Lorraine), Spector, T.D. (Timothy), Speliotes, E.K. (Elizabeth K.), Starr, J.M. (John), Steinthorsdottir, V. (Valgerdur), Stringham, H.M. (Heather), Stumvoll, M. (Michael), Surendran, P. (Praveen), Hart't, L.M. (Leen M.), Tansey, K.E. (Katherine E.), Tardif, J.-C. (Jean-Claude), Taylor, K.D. (Kent), Teumer, A. (Alexander), Thompson, D. (Deborah), Thorsteinsdottir, U. (Unnur), Thuesen, B.H. (Betina H.), Tönjes, A. (Anke), Tromp, G. (Gerard), Trompet, S. (Stella), Tsafantakis, E. (Emmanouil), Tuomilehto, J. (Jaakko), Tybjaerg-Hansen, A. (Anne), Tyrer, J.P. (Jonathan), Uher, R., Uitterlinden, A.G. (André), Ulivi, S. (Sheila), Van Der Laan, S.W. (Sander W.), Van Der Leij, A.R. (Andries R.), Duijn, C.M. (Cornelia) van, Schoor, N.M. (Natasja) van, Setten, J. (Jessica) van, Varbo, A. (Anette), Varga, T.V. (Tibor V.), Varma, R. (Rohit), Velez Edwards, D.R. (Digna R.), Vermeulen, S.H.H.M. (Sita), Vestergaard, H. (Henrik), Vitart, V. (Veronique), Vogt, T.F. (Thomas F.), Vozzi, D. (Diego), Walker, M. (Mark), Wang, F. (Feijie), Wang, C.A. (Carol A.), Wang, S. (Shuai), Wang, Y. (Yiqin), Wareham, N.J. (Nicholas J.), Warren, H. (Helen), Wessel, J. (Jennifer), Willems, S.M. (Sara), Wilson, J.F. (James), Witte, D.R. (Deniel), Woods, M.O. (Michael), Wu, Y. (Ying), Yaghootkar, H. (Hanieh), Yao, J. (Jiefen), Yao, P. (Pang), Yerges-Armstrong, L.M. (Laura), Young, R. (Robin), Zeggini, E. (Eleftheria), Zhan, X. (Xiaowei), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zhao, W. (Wei), Zheng, H. (He), Zhou, W. (Wei), Rotter, J.I. (Jerome I.), Boehnke, M. (Michael), Kathiresan, S. (Sekar), McCarthy, M.I. (Mark I.), Willer, C.J. (Cristen), Zwart, J-A. (John-Anker), Borecki, I.B. (Ingrid), Liu, D. (Dajiang), North, K.E. (Kari), Heard-Costa, N.L. (Nancy), Pers, T.H. (Tune), Lindgren, C.M. (Cecilia M.), Oxvig, C. (Claus), Kutalik, Z. (Zoltán), Rivadeneira Ramirez, F. (Fernando), Loos, R.J.F. (Ruth), Frayling, T.M. (Timothy), Hirschhorn, J.N. (Joel), Deloukas, P. (Panos), Lettre, G. (Guillaume), Marouli, E. (Eirini), Graff, M.J. (Maud J.L.), Medina-Gomez, C. (Carolina), Lo, K.S., Wood, A.R. (Andrew), Kjaer, T.R. (Troels R.), Fine, R.S. (Rebecca S.), Lu, Y. (Yingchang), Schurmann, C. (Claudia), Highland, H. (Heather), Rüeger, S. (Sina), Thorleifsson, G. (Gudmar), Justice, A.E. (Anne), Lamparter, D. (David), Stirrups, K. (Kathy), Turcot, V. (Valérie), Young, K.L. (Kristin L.), Winkler, T.W. (Thomas W.), Esko, T. (Tõnu), Karaderi, T. (Tugce), Locke, A. (Adam), Masca, N.G.D. (Nicholas G.D.), Ng, M.C.Y. (Maggie C.Y.), Mudgal, P. (Poorva), Rivas, M.A. (Manuel), Vedantam, S. (Sailaja), Mahajan, A. (Anubha), Guo, X. (Xiuqing), Abecasis, G.R. (Gonçalo), Aben, K.K.H. (Katja), Adair, L.S. (Linda), Alam, D.S. (Dewan S.), Albrecht, E. (Eva), Allin, K.H. (Kristine H), Allison, M.A. (Matthew), Amouyel, P. (Philippe), Appel, E.V. (Emil V.), Arveiler, D. (Dominique), Asselbergs, F.W. (Folkert), Auer, P. (Paul), Balkau, B. (Beverley), Banas, B. (Bernhard), Bang, L.E. (Lia E.), Benn, M. (Marianne), Bergmann, S. (Sven), Bielak, L.F. (Lawrence F.), Blüher, M. (Matthias), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Böger, C.A. (Carsten), Bonnycastle, L.L. (Lori), Bork-Jensen, J. (Jette), Bots, M.L. (Michiel), Bottinger, E.P. (Erwin), Bowden, D.W. (Donald), Brandslund, I. (Ivan), Breen, G. (Gerome), Brilliant, M.H. (Murray H.), Broer, L. (Linda), Burt, A.D. (Alastair), Butterworth, A.S. (Adam), Carey, D.J. (David J.), Caulfield, M. (Mark), Chambers, J.C. (John), Chasman, D.I. (Daniel), Chen, Y.-D.I. (Yii-Der Ida), Chowdhury, R. (Rajiv), Christensen, C. (Cramer), Chu, A.Y. (Audrey), Cocca, M. (Massimiliano), Collins, F.S. (Francis), Cook, J.P. (James P.), Corley, J. (Janie), Galbany, J.C. (Jordi Corominas), Cox, A.J. (Amanda J.), Cuellar-Partida, G. (Gabriel), Danesh, J. (John), Davies, G. (Gail), Bakker, P.I.W. (Paul) de, Borst, G.J. (Gert) de, De Denus, S. (Simon), De Groot, M.C.H. (Mark C.H.), Mutsert, R. (Reneé) de, Deary, I.J. (Ian), Dedoussis, G.V. (George), Demerath, E.W. (Ellen), Hollander, A.I. (Anneke), Dennis, J. (Joe), Angelantonio, E. (Emanuele) di, Drenos, F. (Fotios), Du, M. (Mengmeng), Dunning, A.M. (Alison M.), Easton, D.F. (Douglas), Ebeling, T. (Tapani), Edwards, T.L. (Todd L.), Ellinor, P.T. (Patrick), Elliott, P. (Paul), Evangelou, E. (Evangelos), Farmaki, A.-E. (Aliki-Eleni), Faul, J.D. (Jessica D.), Feitosa, M.F. (Mary Furlan), Feng, S. (Shuang), Ferrannini, E. (Ele), Ferrario, M.M. (Marco M.), Ferrieres, J. (Jean), Florez, J.C. (Jose), Ford, I., Fornage, M. (Myriam), Franks, P.W. (Paul), Frikke-Schmidt, R. (Ruth), Galesloot, T.E. (Tessel), Gan, W. (Wei), Gandin, I. (Ilaria), Gasparini, P. (Paolo), Giedraitis, V. (Vilmantas), Giri, A. (Ayush), Girotto, S., Gordon, S.D. (Scott D.), Gordon-Larsen, P. (Penny), Gorski, M. (Mathias), Grarup, N. (Niels), Grove, M.L. (Megan), Gudnason, V. (Vilmundur), Gustafsson, S. (Stefan), Hansen, T. (T.), Harris, K.M. (Kathleen Mullan), Harris, T.B. (Tamara), Hattersley, A.T. (Andrew), Hayward, C. (Caroline), He, L. (Liang), Heid, I.M. (Iris), Heikkilä, K. (Kauko), Helgeland, Ø. (Øyvind), Hernesniemi, J. (Jussi), Hewit, A.W. (Alex), Hocking, L.J. (Lynne), Hollensted, M. (Mette), Holmen, O.L. (Oddgeir), Hovingh, G.K. (Kees), Howson, J.M.M. (Joanna M.M.), Hoyng, C.B. (Carel), Huang, P.L. (Paul L.), Hveem, K. (Kristian), Ikram, M.K. (Kamran), Ingelsson, E. (Erik), Jackson, A.U. (Anne), Jansson, J.-H. (Jan-Håkan), Jarvik, G.P. (Gail), Jensen, G.B. (Gorm B.), Jhun, M.A. (Min A.), Jia, Y. (Yucheng), Jiang, X. (Xuejuan), Johansson, S. (Stefan), Jørgensen, M.E. (Marit E.), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Kahali, B. (Bratati), Kahn, R. (René), Kähönen, M. (Mika), Kamstrup, P.R. (Pia R.), Kanoni, S. (Stavroula), Kaprio, J. (Jaakko), Karaleftheri, M. (Maria), Kardia, S.L.R. (Sharon L.R.), Karpe, F. (Fredrik), Kee, F. (Frank), Keeman, J.N., Kiemeney, L.A.L.M. (Bart), Kitajima, H. (Hidetoshi), Kluivers, K.B. (Kirsten B.), Kocher, T., Komulainen, P. (Pirjo), Kontto, J. (Jukka), Kooner, J.S. (Jaspal S.), Kooperberg, C. (Charles), Kovacs, P. (Peter), Kriebel, J. (Jennifer), Kuivaniemi, H. (Helena), Küry, S. (Sébastien), Kuusisto, J. (Johanna), La Bianca, M. (Martina), Laakso, M. (Markku), Lakka, T.A. (Timo), Lange, E.M. (Ethan), Lange, L.A. (Leslie), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Larson, E.B. (Eric B.), Lee, I.-T. (I-Te), Lehtimäki, T. (Terho), Lewis, C.E. (Cora E.), Li, H. (Huaixing), Li, J. (Jin), Li-Gao, R. (Ruifang), Lin, H. (Honghuang), Lin, L.-A. (Li-An), Lin, X. (Xu), Kao, W.H.L. (Wen), Lindström, J. (Jaana), Linneberg, A. (Allan), Liu, Y. (Yeheng), Liu, Y. (YongMei), Lophatananon, A. (Artitaya), Luan, J. (Jian'An), Lubitz, S.A. (Steven), Lyytikäinen, L.-P. (Leo-Pekka), Mackey, D.A. (David A.), Madden, P.A. (Pamela), Manning, A.K. (Alisa), Männistö, S. (Satu), Marenne, G. (Gaëlle), Marten, J. (Jonathan), Martin, N.G. (Nicholas), Mazul, A.L. (Angela L.), Meidtner, K. (Karina), Metspalu, A. (Andres), Mitchell, P. (Paul), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (Dennis), Morgan, A. (Anna), Morris, A.D. (Andrew D.), Morris, A.P. (Andrew), Müller-Nurasyid, M. (Martina), Munroe, P. (Patricia), Nalls, M.A. (Michael), Nauck, M. (Matthias), Nelson, C.P. (Christopher P.), Neville, M.J. (Matthew), Nielsen, S.F. (Sune), Nikus, K. (Kjell), Njolstad, P. (Pal), Nordestgaard, B.G. (Børge), Ntalla, I. (Ioanna), O'Connel, J.R. (Jeffrey R.), Oksa, H. (Heikki), Loohuis, L.M.O. (Loes M. Olde), Ophoff, R.A. (Roel), Owen, K.R. (Katharine R.), Packard, C.J. (Chris J.), Padmanabhan, S. (Sandosh), Palmer, C.N.A. (Colin), Pasterkamp, G. (Gerard), Patel, A.P. (Aniruddh), Pattie, A. (Alison), Pedersen, O. (Oluf), Peissig, P.L. (Peggy L.), Peloso, G.M. (Gina), Pennell, C.E. (Craig), Perola, M. (Markus), Perry, J.A. (James A.), Perry, J.R.B. (John R.B.), Person, A.D. (Anthony), Pirie, A. (Ailith), Polasek, O. (Ozren), Posthuma, D. (Danielle), Raitakari, O.T. (Olli T.), Rasheed, A. (Asif), Rauramaa, R. (Rainer), Reilly, D.F. (Dermot F.), Reiner, A. (Alexander), Renström, F. (Frida), Ridker, P.M. (Paul), Rioux, J.D. (John), Robertson, N.R. (Neil), Robino, A. (Antonietta), Rolandsson, O. (Olov), Rudan, I. (Igor), Ruth, K.S. (Katherine S.), Saleheen, D. (Danish), Salomaa, V. (Veikko), Samani, N.J. (Nilesh), Sandow, K. (Kevin), Sapkota, Y. (Yadav), Sattar, N. (Naveed), Schmidt, M.K. (Marjanka), Schreiner, P.J. (Pamela), Schulze, M.B. (Matthias B), Scott, R.A. (Robert), Segura-Lepe, M.P. (Marcelo P.), Shah, S.H. (Svati), Sim, X. (Xueling), Sivapalaratnam, S. (Suthesh), Small, K.S. (Kerrin), Smith, A.V. (Albert Vernon), Smith, J.A. (Jennifer A), Southam, L. (Lorraine), Spector, T.D. (Timothy), Speliotes, E.K. (Elizabeth K.), Starr, J.M. (John), Steinthorsdottir, V. (Valgerdur), Stringham, H.M. (Heather), Stumvoll, M. (Michael), Surendran, P. (Praveen), Hart't, L.M. (Leen M.), Tansey, K.E. (Katherine E.), Tardif, J.-C. (Jean-Claude), Taylor, K.D. (Kent), Teumer, A. (Alexander), Thompson, D. (Deborah), Thorsteinsdottir, U. (Unnur), Thuesen, B.H. (Betina H.), Tönjes, A. (Anke), Tromp, G. (Gerard), Trompet, S. (Stella), Tsafantakis, E. (Emmanouil), Tuomilehto, J. (Jaakko), Tybjaerg-Hansen, A. (Anne), Tyrer, J.P. (Jonathan), Uher, R., Uitterlinden, A.G. (André), Ulivi, S. (Sheila), Van Der Laan, S.W. (Sander W.), Van Der Leij, A.R. (Andries R.), Duijn, C.M. (Cornelia) van, Schoor, N.M. (Natasja) van, Setten, J. (Jessica) van, Varbo, A. (Anette), Varga, T.V. (Tibor V.), Varma, R. (Rohit), Velez Edwards, D.R. (Digna R.), Vermeulen, S.H.H.M. (Sita), Vestergaard, H. (Henrik), Vitart, V. (Veronique), Vogt, T.F. (Thomas F.), Vozzi, D. (Diego), Walker, M. (Mark), Wang, F. (Feijie), Wang, C.A. (Carol A.), Wang, S. (Shuai), Wang, Y. (Yiqin), Wareham, N.J. (Nicholas J.), Warren, H. (Helen), Wessel, J. (Jennifer), Willems, S.M. (Sara), Wilson, J.F. (James), Witte, D.R. (Deniel), Woods, M.O. (Michael), Wu, Y. (Ying), Yaghootkar, H. (Hanieh), Yao, J. (Jiefen), Yao, P. (Pang), Yerges-Armstrong, L.M. (Laura), Young, R. (Robin), Zeggini, E. (Eleftheria), Zhan, X. (Xiaowei), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zhao, W. (Wei), Zheng, H. (He), Zhou, W. (Wei), Rotter, J.I. (Jerome I.), Boehnke, M. (Michael), Kathiresan, S. (Sekar), McCarthy, M.I. (Mark I.), Willer, C.J. (Cristen), Zwart, J-A. (John-Anker), Borecki, I.B. (Ingrid), Liu, D. (Dajiang), North, K.E. (Kari), Heard-Costa, N.L. (Nancy), Pers, T.H. (Tune), Lindgren, C.M. (Cecilia M.), Oxvig, C. (Claus), Kutalik, Z. (Zoltán), Rivadeneira Ramirez, F. (Fernando), Loos, R.J.F. (Ruth), Frayling, T.M. (Timothy), Hirschhorn, J.N. (Joel), Deloukas, P. (Panos), and Lettre, G. (Guillaume)
Abstract: 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 I
Published: 2017
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63. Whole-Genome Sequencing Coupled to Imputation Discovers Genetic Signals for Anthropometric Traits

Author: Tachmazidou, I, Suveges, D, Min, JL, Ritchie, GRS, Steinberg, J, Walter, K, Iotchkova, V, Schwartzentruber, J, Huang, J, Memari, Y, McCarthy, S, Crawford, AA, Bombieri, C, Cocca, M, Farmaki, AE, Gaunt, TR, Jousilahti, P, Kooijman, Marjolein, Lehne, B, Malerba, G, Mannisto, S, Matchan, A, Medina Gomez, Maria, Metrustry, SJ, Nag, A, Ntalla, I, Paternoster, L, Rayner, NW, Sala, C, Scott, WR, Shihab, HA, Southam, L, St Pourcain, B, Traglia, M, Trajanoska, Katerina, Zaza, G, Zhang, WH, Artigas, MS, Bansal, N, Benn, M, Chen, ZS, Danecek, P, Lin, WY, Locke, A, Luan, JA, Manning, AK, Mulas, A, Sidore, C, Tybjaerg-Hansen, A, Varbo, A, Zoledziewska, M, Finan, C, Hatzikotoulas, K, Hendricks, AE, Kemp, JP, Moayyeri, A, Panoutsopoulou, K, Szpak, M, Wilson, SG, Boehnke, M, Cucca, F, Di Angelantonio, E, Langenberg, C, Lindgren, C, McCarthy, MI, Morris, AP, Nordestgaard, BG, Scott, RA, Tobin, MD, Wareham, NJ, Burton, P, Chambers, JC, Smith, GD, Dedoussis, G, Felix, Janine, Franco Duran, OH, Gambaro, G, Gasparini, P, Hammond, CJ, Hofman, Bert, Jaddoe, Vincent, Kleber, M, Kooner, JS, Perola, M, Relton, C, Ring, SM, Rivadeneira, Fernando, Salomaa, V, Spector, TD, Stegle, O, Toniolo, D, Uitterlinden, André, Barroso, I, Greenwood, CMT, Perry, JRB, Walker, BR, Butterworth, AS, Xue, YL, Durbin, R, Small, KS, Soranzo, N, Timpson, NJ, Zeggini, E, Tachmazidou, I, Suveges, D, Min, JL, Ritchie, GRS, Steinberg, J, Walter, K, Iotchkova, V, Schwartzentruber, J, Huang, J, Memari, Y, McCarthy, S, Crawford, AA, Bombieri, C, Cocca, M, Farmaki, AE, Gaunt, TR, Jousilahti, P, Kooijman, Marjolein, Lehne, B, Malerba, G, Mannisto, S, Matchan, A, Medina Gomez, Maria, Metrustry, SJ, Nag, A, Ntalla, I, Paternoster, L, Rayner, NW, Sala, C, Scott, WR, Shihab, HA, Southam, L, St Pourcain, B, Traglia, M, Trajanoska, Katerina, Zaza, G, Zhang, WH, Artigas, MS, Bansal, N, Benn, M, Chen, ZS, Danecek, P, Lin, WY, Locke, A, Luan, JA, Manning, AK, Mulas, A, Sidore, C, Tybjaerg-Hansen, A, Varbo, A, Zoledziewska, M, Finan, C, Hatzikotoulas, K, Hendricks, AE, Kemp, JP, Moayyeri, A, Panoutsopoulou, K, Szpak, M, Wilson, SG, Boehnke, M, Cucca, F, Di Angelantonio, E, Langenberg, C, Lindgren, C, McCarthy, MI, Morris, AP, Nordestgaard, BG, Scott, RA, Tobin, MD, Wareham, NJ, Burton, P, Chambers, JC, Smith, GD, Dedoussis, G, Felix, Janine, Franco Duran, OH, Gambaro, G, Gasparini, P, Hammond, CJ, Hofman, Bert, Jaddoe, Vincent, Kleber, M, Kooner, JS, Perola, M, Relton, C, Ring, SM, Rivadeneira, Fernando, Salomaa, V, Spector, TD, Stegle, O, Toniolo, D, Uitterlinden, André, Barroso, I, Greenwood, CMT, Perry, JRB, Walker, BR, Butterworth, AS, Xue, YL, Durbin, R, Small, KS, Soranzo, N, Timpson, NJ, and Zeggini, E
Published: 2017

64. THE arcOGEN CONSORTIUM: STAGE 1 OF A GENOME-WIDE ASSOCIATION SCAN FOR OSTEOARTHRITIS

Author: Panoutsopoulou, K, Southam, L, Rayner, W, Zhai, G, Beazley, C, Arden, N, Carr, A, Chapman, K, Deloukas, P, Doherty, M, McCaskie, A, Olher, W, Ralston, S, Spector, T, Valdes, A, Wallis, G, Wilkinson, M, Arden, E, Battley, K, Blackburn, H, Blanco, F, Bumpstead, S, Cupples, A, Day-Williams, A, and Dixon, K
Published: 2016

65. A genome-wide association study of anorexia nervosa

Author: Boraska, V., Franklin, C. S., Floyd, J. A. B., Thornton, L. M., Huckins, L. M., Southam, L., Rayner, N. W., Tachmazidou, I., Klump, K. L., Treasure, J., Lewis, C. M., Schmidt, U., Tozzi, F., Kiezebrink, K., Hebebrand, J., Gorwood, P., Adan, R. A. H., Kas, M. J. H., Favaro, Angela, Santonastaso, Paolo, Fernández Aranda, F., Gratacos, M., Rybakowski, F., Dmitrzak Weglarz, M., Kaprio, J., Keski Rahkonen, A., Raevuori, A., Van Furth, E. F., Slof Op 't Landt, M. C. T., Hudson, J. I., Reichborn Kjennerud, T., Knudsen, G. P. S., Monteleone, P., Kaplan, A. S., Karwautz, A., Hakonarson, H., Berrettini, W. H., Guo, Y., Li, D., Schork, N. J., Komaki, G., Ando, T., Inoko, H., Esko, T., Fischer, K., Männik, K., Metspalu, A., Baker, J. H., Cone, R. D., Dackor, J., Desocio, J. E., Hilliard, C. E., O'Toole, J. K., Pantel, J., Szatkiewicz, J. P., Taico, C., Zerwas, S., Trace, S. E., Davis, O. S. P., Helder, S., Bühren, K., Burghardt, R., de Zwaan, M., Egberts, K., Ehrlich, S., Herpertz Dahlmann, B., Herzog, W., Imgart, H., Scherag, A., Scherag, S., Zipfel, S., Boni, C., Ramoz, N., Versini, A., Brandys, M. K., Danner, U. N., de Kovel, C., Hendriks, J., Koeleman, B. P. C., Ophoff, R. A., Strengman, E., van Elburg, A. A., Bruson, Alice, Clementi, Maurizio, Degortes, Daniela, Forzan, Monica, Tenconi, Elena, Docampo, E., Escaramís, G., Jiménez Murcia, S., Lissowska, J., Rajewski, A., Szeszenia Dabrowska, N., Slopien, A., Hauser, J., Karhunen, L., Meulenbelt, I., Slagboom, P. E., Tortorella, A., Maj, M., Dedoussis, G., Dikeos, D., Gonidakis, F., Tziouvas, K., Tsitsika, A., Papezova, H., Slachtova, L., Martaskova, D., Kennedy, J. L., Levitan, R. D., Yilmaz, Z., Huemer, J., Koubek, D., Merl, E., Wagner, G., Lichtenstein, P., Breen, G., Cohen Woods, S., Farmer, A., Mcguffin, P., Cichon, S., Giegling, I., Herms, S., Rujescu, D., Schreiber, S., Wichmann, H. E., Dina, C., Sladek, R., Gambaro, G., Soranzo, N., Julia, A., Marsal, S., Rabionet, R., Gaborieau, V., Dick, D. M., Palotie, A., Ripatti, S., Widén, E., Andreassen, O. A., Espeseth, T., Lundervold, A., Reinvang, I., Steen, V. M., Le Hellard, S., Mattingsdal, M., Ntalla, I., Bencko, V., Foretova, L., Janout, V., Navratilova, M., Gallinger, S., Pinto, D., Scherer, S. W., Aschauer, H., Carlberg, L., Schosser, A., Alfredsson, L., Ding, B., Klareskog, L., Padyukov, L., Courtet, P., Guillaume, S., Jaussent, I., Finan, C., Kalsi, G., Roberts, M., Logan, D. W., Peltonen, L., Ritchie, G. R. S., Barrett, J. C., Anderson, Carl A., Barrett, Jeffrey C., Floyd, James A. B., Franklin, Christopher S., Ralph, Mcginnis, Nicole, Soranzo, Eleftheria, Zeggini, Jennifer, Sambrook, Jonathan, Stephens, Ouwehand, Willem H., Mcardle, Wendy L., Ring, Susan M., Strachan, David P., Graeme, Alexander, Bulik, Cynthia M., Collier, David A., Conlon, Peter J., Anna, Dominiczak, Audrey, Duncanson, Adrian, Hill, Cordelia, Langford, Graham, Lord, Maxwell, Alexander P., Linda, Morgan, Leena, Peltonen, Sandford, Richard N., Neil, Sheerin, Vannberg, Fredrik O., Hannah, Blackburn, Wei Min Chen, Sarah, Edkins, Mathew, Gillman, Emma, Gray, Hunt, Sarah E., Suna Onengut Gumuscu, Simon, Potter, Rich, Stephen S., Douglas, Simpkin, Pamela, Whittaker, Estivill, X., Hinney, A., Sullivan, P. F., Collier, D. A., Zeggini, E., Bulik, C. M., Boraska, V., Franklin, Christopher S., Floyd, James A. B., Thornton, L. M., Huckins, L. M., Southam, L., Rayner, N. W., Tachmazidou, I., Klump, K. L., Treasure, J., Lewis, C. M., Schmidt, U., Tozzi, F., Kiezebrink, K., Hebebrand, J., Gorwood, P., Adan, R. A. H., Kas, M. J. H., Favaro, A., Santonastaso, P., Fernández-Aranda, F., Gratacos, M., Rybakowski, F., Dmitrzak-Weglarz, M., Kaprio, J., Keski-Rahkonen, A., Raevuori, A., Van Furth, E. F., Slof-Op 't Landt, M. C. T., Hudson, J. I., Reichborn-Kjennerud, T., Knudsen, G. P. S., Monteleone, P., Kaplan, A. S., Karwautz, A., Hakonarson, H., Berrettini, W. H., Guo, Y., Li, D., Schork, N. J., Komaki, G., Ando, T., Inoko, H., Esko, T., Fischer, K., Männik, K., Metspalu, A., Baker, J. H., Cone, R. D., Dackor, J., Desocio, J. E., Hilliard, C. E., O'Toole, J. K., Pantel, J., Szatkiewicz, J. P., Taico, C., Zerwas, S., Trace, S. E., Davis, O. S. P., Helder, S., Bühren, K., Burghardt, R., De Zwaan, M., Egberts, K., Ehrlich, S., Herpertz-Dahlmann, B., Herzog, W., Imgart, H., Scherag, A., Scherag, S., Zipfel, S., Boni, C., Ramoz, N., Versini, A., Brandys, M. K., Danner, U. N., De Kovel, C., Hendriks, J., Koeleman, B. P. C., Ophoff, R. A., Strengman, E., Van Elburg, A. A., Bruson, A., Clementi, M., Degortes, D., Forzan, M., Tenconi, E., Docampo, E., Escaramís, G., Jiménez-Murcia, S., Lissowska, J., Rajewski, A., Szeszenia-Dabrowska, N., Slopien, A., Hauser, J., Karhunen, L., Meulenbelt, I., Slagboom, P. E., Tortorella, A., Maj, M., Dedoussis, G., Dikeos, D., Gonidakis, F., Tziouvas, K., Tsitsika, A., Papezova, H., Slachtova, L., Martaskova, D., Kennedy, J. L., Levitan, R. D., Yilmaz, Z., Huemer, J., Koubek, D., Merl, E., Wagner, G., Lichtenstein, P., Breen, G., Cohen-Woods, S., Farmer, A., Mcguffin, P., Cichon, S., Giegling, I., Herms, S., Rujescu, D., Schreiber, S., Wichmann, H. -E., Dina, C., Sladek, R., Gambaro, G., Soranzo, Nicole, Julia, A., Marsal, S., Rabionet, R., Gaborieau, V., Dick, D. M., Palotie, A., Ripatti, S., Widén, E., Andreassen, O. A., Espeseth, T., Lundervold, A., Reinvang, I., Steen, V. M., Le Hellard, S., Mattingsdal, M., Ntalla, I., Bencko, V., Foretova, L., Janout, V., Navratilova, M., Gallinger, S., Pinto, D., Scherer, S. W., Aschauer, H., Carlberg, L., Schosser, A., Alfredsson, L., Ding, B., Klareskog, L., Padyukov, L., Courtet, P., Guillaume, S., Jaussent, I., Finan, C., Kalsi, G., Roberts, M., Logan, D. W., Peltonen, Leena, Ritchie, G. R. S., Barrett, Jeffrey C., Anderson, Carl A., Mcginnis, Ralph, Zeggini, Eleftheria, Sambrook, Jennifer, Stephens, Jonathan, Ouwehand, Willem H., Mcardle, Wendy L., Ring, Susan M., Strachan, David P., Alexander, Graeme, Bulik, C. M., Collier, David A., Conlon, Peter J., Dominiczak, Anna, Duncanson, Audrey, Hill, Adrian, Langford, Cordelia, Lord, Graham, Maxwell, Alexander P., Morgan, Linda, Sandford, Richard N., Sheerin, Neil, Vannberg, Fredrik O., Blackburn, Hannah, Chen, Wei-Min, Edkins, Sarah, Gillman, Mathew, Gray, Emma, Hunt, Sarah E., Onengut-Gumuscu, Suna, Potter, Simon, Rich, Stephen S., Simpkin, Dougla, Whittaker, Pamela, Estivill, X., Hinney, A., Sullivan, P. F., Martaskova D., Wellcome Trust Case Control Consortium 3, Anderson, CA., Barrett, JC., Floyd, JA., Franklin, CS., McGinnis, R., Soranzo, N., Zeggini, E., Sambrook, J., Stephens, J., Ouwehand, WH., McArdle, WL., Ring, SM., Strachan, DP., Alexander, G., Bulik, CM., Collier, DA., Conlon, PJ., Dominiczak, A., Duncanson, A., Hill, A., Langford, C., Lord, G., Maxwell, AP., Morgan, L., Peltonen, L., Sandford, RN., Sheerin, N., Vannberg, FO., Blackburn, H., Chen, WM., Edkins, S., Gillman, M., Gray, E., Hunt, SE., Onengut-Gumuscu, S., Potter, S., Rich, SS., Simpkin, D., and Whittaker, P.
Subjects: Male, Candidate gene, Anorexia Nervosa, Medizin, Genome-wide association study, anorexia nervosa, body mass index, eating disorders, genome-wide association study, GWAS, metabolic, Japan, Settore MED/14 - NEFROLOGIA, Guanine Nucleotide Exchange Factors, genome wide association study, Nuclear Protein, Genetics, Calcineurin, Eating disorder, Anorèxia nerviosa, Nuclear Proteins, Genomics, Cullin Proteins, 3. Good health, Anorexia, VDP::Midical sciences: 700::Basic medical, dental and veterinary sciences: 710::Medical genetics: 714, Anorexia nervosa (differential diagnoses), Psychiatry and Mental Health, Female, Case-Control Studie, Human, Asian Continental Ancestry Group, European Continental Ancestry Group, Single-nucleotide polymorphism, Biology, Polymorphism, Single Nucleotide, Article, White People, Cellular and Molecular Neuroscience, Asian People, Meta-Analysis as Topic, Genetic linkage, Humans, Genotyping, Molecular Biology, anorexia nervosa, body mass index, eating disorders, genome wide association study, GWAS, metabolic, Cullin Protein, Case-control study, Anorexia nervosa, VDP::Medisinske fag: 700::Basale medisinske, odontologiske og veterinærmedisinske fag: 710::Medisinsk genetikk: 714, Guanine Nucleotide Exchange Factor, Genòmica, Case-Control Studies, Carrier Protein, Carrier Proteins, Body mass index, Genome-Wide Association Study
Abstract: Anorexia nervosa (AN) is a complex and heritable eating disorder characterized by dangerously low body weight. Neither candidate gene studies nor an initial genome-wide association study (GWAS) have yielded significant and replicated results. We performed a GWAS in 2907 cases with AN from 14 countries (15 sites) and 14 860 ancestrally matched controls as part of the Genetic Consortium for AN (GCAN) and the Wellcome Trust Case Control Consortium 3 (WTCCC3). Individual association analyses were conducted in each stratum and meta-analyzed across all 15 discovery data sets. Seventy-six (72 independent) single nucleotide polymorphisms were taken forward for in silico (two data sets) or de novo (13 data sets) replication genotyping in 2677 independent AN cases and 8629 European ancestry controls along with 458 AN cases and 421 controls from Japan. The final global meta-analysis across discovery and replication data sets comprised 5551 AN cases and 21 080 controls. AN subtype analyses (1606 AN restricting; 1445 AN binge-purge) were performed. No findings reached genome-wide significance. Two intronic variants were suggestively associated: rs9839776 (P = 3.01 x 10(-7)) in SOX2OT and rs17030795 (P = 5.84 x 10(-6)) in PPP3CA. Two additional signals were specific to Europeans: rs1523921 (P = 5.76 x 10(-6)) between CUL3 and FAM124B and rs1886797 (P = 8.05 x 10(-6)) near SPATA13. Comparing discovery with replication results, 76% of the effects were in the same direction, an observation highly unlikely to be due to chance (P= 4x10(-6)), strongly suggesting that true findings exist but our sample, the largest yet reported, was underpowered for their detection. The accrual of large genotyped AN case-control samples should be an immediate priority for the field.
Published: 2014

66. Genetic evidence for a family-based Scandinavian settlement of Shetland and Orkney during the Viking periods

Author: Goodacare, S., Helgason, A., Nicholson, J., Southam, L., Ferguson, L., Hickey, E., Vega, E., Stefansson, K., Ward, R., and Sykes, B.
Subjects: Human settlements -- Genetic aspects, Population genetics -- Research, Biological sciences
Abstract: The invasion of the Scandinavian invaders had an enduring cultural impact on North Atlantic populations, but the extent of the genetic legacy is not clear. An extensive survey of Y-chromosomal and mitochondrial DNA variation in North Atlantic region is made to explore this idea.
Published: 2005

67. Low-frequency and rare exome chip variants associate with fasting glucose and type 2 diabetes susceptibility

Author: Wessel, J, Chu, AY, Willems, SM, Wang, S, Yaghootkar, H, Brody, JA, Dauriz, M, Hivert, MF, Raghavan, S, Lipovich, L, Hidalgo, B, Fox, K, Huffman, JE, An, P, Lu, Y, Rasmussen-Torvik, LJ, Grarup, N, Ehm, MG, Li, L, Baldridge, AS, Stančáková, A, Abrol, R, Besse, C, Boland, A, Bork-Jensen, J, Fornage, M, Freitag, DF, Garcia, ME, Guo, X, Hara, K, Isaacs, A, Jakobsdottir, J, Lange, LA, Layton, JC, Li, M, Hua Zhao, J, Meidtner, K, Morrison, AC, Nalls, MA, Peters, MJ, Sabater-Lleal, M, Schurmann, C, Silveira, A, Smith, AV, Southam, L, Stoiber, MH, Strawbridge, RJ, Taylor, KD, Varga, TV, Allin, KH, Amin, N, Aponte, JL, Aung, T, Barbieri, C, Bihlmeyer, NA, Boehnke, M, Bombieri, C, Bowden, DW, Burns, SM, Chen, Y, Chen, YD, Cheng, CY, Correa, A, Czajkowski, J, Dehghan, A, Ehret, GB, Eiriksdottir, G, Escher, SA, Farmaki, AE, Frånberg, M, Gambaro, G, Giulianini, F, and Goddard, WA
Abstract: © 2015 Macmillan Publishers Limited. All rights reserved. Fasting glucose and insulin are intermediate traits for type 2 diabetes. Here we explore the role of coding variation on these traits by analysis of variants on the HumanExome BeadChip in 60,564 non-diabetic individuals and in 16,491 T2D cases and 81,877 controls. We identify a novel association of a low-frequency nonsynonymous SNV in GLP1R (A316T; rs10305492; MAF=1.4%) with lower FG (β=-0.09±0.01mmoll-1, P=3.4 × 10-12), T2D risk (OR[95%CI]=0.86[0.76-0.96], P=0.010), early insulin secretion (β=-0.07±0.035pmolinsulinmmolglucose-1, P=0.048), but higher 2-h glucose (β=0.16±0.05mmoll-1, P=4.3 × 10-4). We identify a gene-based association with FG at G6PC2 (p SKAT =6.8 × 10-6) driven by four rare protein-coding SNVs (H177Y, Y207S, R283X and S324P). We identify rs651007 (MAF=20%) in the first intron of ABO at the putative promoter of an antisense lncRNA, associating with higher FG (β=0.02±0.004mmoll-1, P=1.3 × 10-8). Our approach identifies novel coding variant associations and extends the allelic spectrum of variation underlying diabetes-related quantitative traits and T2D susceptibility.
Published: 2015

68. Improved imputation of low-frequency and rare variants using the UK10K haplotype reference panel

Author: Huang, J, Howie, B, Mccarthy, S, Memari, Y, Walter, K, Min, Jl, Danecek, P, Malerba, Giovanni, Trabetti, Elisabetta, Zheng, Hf, Gambaro, G, Richards, Jb, Durbin, R, Timpson, Nj, Marchini, J, Soranzo, N, Al Turki, S, Amuzu, A, Anderson, Ca, Anney, R, Antony, D, Artigas, Ms, Ayub, M, Bala, S, Barrett, Jc, Barroso, I, Beales, P, Benn, M, Bentham, J, Bhattacharya, S, Birney, E, Blackwood, D, Bobrow, M, Bochukova, E, Bolton, Pf, Bounds, R, Boustred, C, Breen, G, Calissano, M, Carss, K, Casas, Jp, Chambers, Jc, Charlton, R, Chatterjee, K, Chen, L, Ciampi, A, Cirak, S, Clapham, P, Clement, G, Coates, G, Cocca, M, Collier, Da, Cosgrove, C, Cox, T, Craddock, N, Crooks, L, Curran, S, Curtis, D, Daly, A, Day, In, Day Williams, A, Dedoussis, G, Down, T, Du, Y, van Duijn, Cm, Dunham, I, Edkins, S, Ekong, R, Ellis, P, Evans, Dm, Farooqi, Is, Fitzpatrick, Dr, Flicek, P, Floyd, J, Foley, Ar, Franklin, Cs, Futema, M, Gallagher, L, Gasparini, P, Gaunt, Tr, Geihs, M, Geschwind, D, Greenwood, C, Griffin, H, Grozeva, D, Guo, X, Gurling, H, Hart, D, Hendricks, Ae, Holmans, P, Huang, L, Hubbard, T, Humphries, Se, Hurles, Me, Hysi, P, Iotchkova, V, Isaacs, A, Jackson, Dk, Jamshidi, Y, Johnson, J, Joyce, C, Karczewski, Kj, Kaye, J, Keane, T, Kemp, Jp, Kennedy, K, Kent, A, Keogh, J, Khawaja, F, Kleber, Me, van Kogelenberg, M, Kolb Kokocinski, A, Kooner, Js, Lachance, G, Langenberg, C, Langford, C, Lawson, D, Lee, I, van Leeuwen, Em, Lek, M, Li, R, Li, Y, Liang, J, Lin, H, Liu, R, Lönnqvist, J, Lopes, Lr, Lopes, M, Luan, J, Macarthur, Dg, Mangino, M, Marenne, G, März, W, Maslen, J, Matchan, A, Mathieson, I, Mcguffin, P, Mcintosh, Am, Mckechanie, Ag, Mcquillin, A, Metrustry, S, Migone, N, Mitchison, Hm, Moayyeri, A, Morris, J, Morris, R, Muddyman, D, Muntoni, F, Nordestgaard, Bg, Northstone, K, O'Donovan, Mc, O'Rahilly, S, Onoufriadis, A, Oualkacha, K, Owen, Mj, Palotie, A, Panoutsopoulou, K, Parker, V, Parr, Jr, Paternoster, L, Paunio, T, Payne, F, Payne, Sj, Perry, Jr, Pietilainen, O, Plagnol, V, Pollitt, Rc, Povey, S, Quail, Ma, Quaye, L, Raymond, L, Rehnström, K, Ridout, Ck, Ring, S, Ritchie, Gr, Roberts, N, Robinson, Rl, Savage, Db, Scambler, P, Schiffels, S, Schmidts, M, Schoenmakers, N, Scott, Rh, Scott, Ra, Semple, Rk, Serra, E, Sharp, Si, Shaw, A, Shihab, Ha, Shin, Sy, Skuse, D, Small, Ks, Smee, C, Smith, Gd, Southam, L, Spasic Boskovic, O, Spector, Td, St Clair, D, St Pourcain, B, Stalker, J, Stevens, E, Sun, J, Surdulescu, G, Suvisaari, J, Syrris, P, Tachmazidou, I, Taylor, R, Tian, J, Tobin, Md, Toniolo, D, Traglia, M, Tybjaerg Hansen, A, Valdes, Am, Vandersteen, Am, Varbo, A, Vijayarangakannan, P, Visscher, Pm, Wain, Lv, Walters, Jt, Wang, G, Wang, J, Wang, Y, Ward, K, Wheeler, E, Whincup, P, Whyte, T, Williams, Hj, Williamson, Ka, Wilson, C, Wilson, Sg, Wong, K, Xu, C, Yang, J, Zaza, Gianluigi, Zeggini, E, Zhang, F, Zhang, P, Zhang, W., Clinicum, Department of Psychiatry, Jie, Huang, Bryan, Howie, Shane, Mccarthy, Yasin, Memari, Klaudia, Walter, Josine L., Min, Petr, Danecek, Giovanni, Malerba, Elisabetta, Trabetti, Hou Feng, Zheng, Saeed Al, Turki, Antoinette, Amuzu, Carl A., Anderson, Richard, Anney, Dinu, Antony, María Soler, Artiga, Muhammad, Ayub, Senduran, Bala, Jeffrey C., Barrett, Inês, Barroso, Phil, Beale, Marianne, Benn, Jamie, Bentham, Shoumo, Bhattacharya, Ewan, Birney, Douglas, Blackwood, Martin, Bobrow, Elena, Bochukova, Patrick F., Bolton, Rebecca, Bound, Chris, Boustred, Gerome, Breen, Mattia, Calissano, Keren, Car, Juan Pablo, Casa, John C., Chamber, Ruth, Charlton, Krishna, Chatterjee, Lu, Chen, Antonio, Ciampi, Sebahattin, Cirak, Peter, Clapham, Gail, Clement, Guy, Coate, Cocca, Massimiliano, David A., Collier, Catherine, Cosgrove, Tony, Cox, Nick, Craddock, Lucy, Crook, Sarah, Curran, David, Curti, Allan, Daly, Ian N. M., Day, Aaron Day, William, George, Dedoussi, Thomas, Down, Yuanping, Du, Cornelia M., van Duijn, Ian, Dunham, Sarah, Edkin, Rosemary, Ekong, Peter, Elli, David M., Evan, I., Sadaf Farooqi, David R., Fitzpatrick, Paul, Flicek, James, Floyd, A., Reghan Foley, Christopher S., Franklin, Marta, Futema, Louise, Gallagher, Gasparini, Paolo, Tom R., Gaunt, Matthias, Geih, Daniel, Geschwind, Celia, Greenwood, Heather, Griffin, Detelina, Grozeva, Xiaosen, Guo, Xueqin, Guo, Hugh, Gurling, Deborah, Hart, Audrey E., Hendrick, Peter, Holman, Liren, Huang, Tim, Hubbard, Steve E., Humphrie, Matthew E., Hurle, Pirro, Hysi, Valentina, Iotchkova, Aaron, Isaac, David K., Jackson, Yalda, Jamshidi, Jon, Johnson, Chris, Joyce, Konrad J., Karczewski, Jane, Kaye, Thomas, Keane, John P., Kemp, Karen, Kennedy, Alastair, Kent, Julia, Keogh, Farrah, Khawaja, Marcus E., Kleber, Margriet van, Kogelenberg, Anja Kolb, Kokocinski, Jaspal S., Kooner, Genevieve, Lachance, Claudia, Langenberg, Cordelia, Langford, Daniel, Lawson, Irene, Lee, Elisabeth M., van Leeuwen, Monkol, Lek, Rui, Li, Yingrui, Li, Jieqin, Liang, Hong, Lin, Ryan, Liu, Jouko, Lönnqvist, Luis R., Lope, Margarida, Lope, Jian'An, Luan, Daniel G., Macarthur, Massimo, Mangino, Gaëlle, Marenne, Winfried, März, John, Maslen, Angela, Matchan, Iain, Mathieson, Peter, Mcguffin, Andrew M., Mcintosh, Andrew G., Mckechanie, Andrew, Mcquillin, Sarah, Metrustry, Nicola, Migone, Hannah M., Mitchison, Alireza, Moayyeri, James, Morri, Richard, Morri, Dawn, Muddyman, Francesco, Muntoni, Børge G., Nordestgaard, Kate, Northstone, Michael C., O'Donovan, Stephen, O'Rahilly, Alexandros, Onoufriadi, Karim, Oualkacha, Michael J., Owen, Aarno, Palotie, Kalliope, Panoutsopoulou, Victoria, Parker, Jeremy R., Parr, Lavinia, Paternoster, Tiina, Paunio, Felicity, Payne, Stewart J., Payne, John R. B., Perry, Olli, Pietilainen, Vincent, Plagnol, Rebecca C., Pollitt, Sue, Povey, Michael A., Quail, Lydia, Quaye, Lucy, Raymond, Karola, Rehnström, Cheryl K., Ridout, Susan, Ring, Graham R. S., Ritchie, Nicola, Robert, Rachel L., Robinson, David B., Savage, Peter, Scambler, Stephan, Schiffel, Miriam, Schmidt, Nadia, Schoenmaker, Richard H., Scott, Robert A., Scott, Robert K., Semple, Eva, Serra, Sally I., Sharp, Adam, Shaw, Hashem A., Shihab, So Youn, Shin, David, Skuse, Kerrin S., Small, Carol, Smee, George Davey, Smith, Lorraine, Southam, Olivera Spasic, Boskovic, Timothy D., Spector, David St, Clair, Beate St, Pourcain, Jim, Stalker, Elizabeth, Steven, Jianping, Sun, Gabriela, Surdulescu, Jaana, Suvisaari, Petros, Syrri, Ioanna, Tachmazidou, Rohan, Taylor, Jing, Tian, Martin D., Tobin, Daniela, Toniolo, Michela, Traglia, Anne Tybjaerg, Hansen, Ana M., Valde, Anthony M., Vandersteen, Anette, Varbo, Parthiban, Vijayarangakannan, Peter M., Visscher, Louise V., Wain, James T. R., Walter, Guangbiao, Wang, Jun, Wang, Yu, Wang, Kirsten, Ward, Eleanor, Wheeler, Peter, Whincup, Tamieka, Whyte, Hywel J., William, Kathleen A., Williamson, Crispian, Wilson, Scott G., Wilson, Kim, Wong, Changjiang, Xu, Jian, Yang, Gianluigi, Zaza, Eleftheria, Zeggini, Feng, Zhang, Pingbo, Zhang, Weihua, Zhang, Giovanni, Gambaro, J., Brent Richard, Richard, Durbin, Nicholas J., Timpson, Jonathan, Marchini, and Nicole, Soranzo
Subjects: Computer science, General Physics and Astronomy, Genome-wide association study, 0302 clinical medicine, Gene Frequency, Haplotype, Genetics,Biological sciences, Settore MED/14 - NEFROLOGIA, Aged, 80 and over, Genetics, 0303 health sciences, education.field_of_study, Multidisciplinary, TWINSUK, Middle Aged, single-nucleotide polymorphism, Whole-genome sequencing, WGS imputation panel, single-nucleotide polymorphism, Biological sciences, Italy, MAP, Adult, Adolescent, Genotype, WGS imputation panel, Population, Single-nucleotide polymorphism, FORMAT, Computational biology, GENOTYPE IMPUTATION, Polymorphism, Single Nucleotide, Article, White People, General Biochemistry, Genetics and Molecular Biology, Young Adult, 03 medical and health sciences, Humans, GENOME-WIDE ASSOCIATION, 1000 Genomes Project, education, Allele frequency, Alleles, Aged, 030304 developmental biology, Whole-genome sequencing, Models, Statistical, Models, Genetic, Genome, Human, Genetic Variation, General Chemistry, United Kingdom, Minor allele frequency, Renal disorders Radboud Institute for Molecular Life Sciences [Radboudumc 11], Haplotypes, 3111 Biomedicine, 030217 neurology & neurosurgery, Imputation (genetics)
Abstract: Imputing genotypes from reference panels created by whole-genome sequencing (WGS) provides a cost-effective strategy for augmenting the single-nucleotide polymorphism (SNP) content of genome-wide arrays. The UK10K Cohorts project has generated a data set of 3,781 whole genomes sequenced at low depth (average 7x), aiming to exhaustively characterize genetic variation down to 0.1% minor allele frequency in the British population. Here we demonstrate the value of this resource for improving imputation accuracy at rare and low-frequency variants in both a UK and an Italian population. We show that large increases in imputation accuracy can be achieved by re-phasing WGS reference panels after initial genotype calling. We also present a method for combining WGS panels to improve variant coverage and downstream imputation accuracy, which we illustrate by integrating 7,562 WGS haplotypes from the UK10K project with 2,184 haplotypes from the 1000 Genomes Project. Finally, we introduce a novel approximation that maintains speed without sacrificing imputation accuracy for rare variants., Imputation uses genotype information from SNP arrays to infer the genotypes of missing markers. Here, the authors show that an imputation reference panel derived from whole-genome sequencing of 3,781 samples from the UK10K project improves the imputation accuracy and coverage of low frequency variants compared to existing methods.
Published: 2015

69. Low-frequency and rare exome chip variants associate with fasting glucose and type 2 diabetes susceptibility

Author: Wessel, J. Chu, A.Y. Willems, S.M. Wang, S. Yaghootkar, H. Brody, J.A. Dauriz, M. Hivert, M.-F. Raghavan, S. Lipovich, L. Hidalgo, B. Fox, K. Huffman, J.E. An, P. Lu, Y. Rasmussen-Torvik, L.J. Grarup, N. Ehm, M.G. Li, L. Baldridge, A.S. Stančáková, A. Abrol, R. Besse, C. Boland, A. Bork-Jensen, J. Fornage, M. Freitag, D.F. Garcia, M.E. Guo, X. Hara, K. Isaacs, A. Jakobsdottir, J. Lange, L.A. Layton, J.C. Li, M. Hua Zhao, J. Meidtner, K. Morrison, A.C. Nalls, M.A. Peters, M.J. Sabater-Lleal, M. Schurmann, C. Silveira, A. Smith, A.V. Southam, L. Stoiber, M.H. Strawbridge, R.J. Taylor, K.D. Varga, T.V. Allin, K.H. Amin, N. Aponte, J.L. Aung, T. Barbieri, C. Bihlmeyer, N.A. Boehnke, M. Bombieri, C. Bowden, D.W. Burns, S.M. Chen, Y. Chen, Y.-D. Cheng, C.-Y. Correa, A. Czajkowski, J. Dehghan, A. Ehret, G.B. Eiriksdottir, G. Escher, S.A. Farmaki, A.-E. Frånberg, M. Gambaro, G. Giulianini, F. Goddard, W.A. Goel, A. Gottesman, O. Grove, M.L. Gustafsson, S. Hai, Y. Hallmans, G. Heo, J. Hoffmann, P. Ikram, M.K. Jensen, R.A. Jørgensen, M.E. Jørgensen, T. Karaleftheri, M. Khor, C.C. Kirkpatrick, A. Kraja, A.T. Kuusisto, J. Lange, E.M. Lee, I.T. Lee, W.-J. Leong, A. Liao, J. Liu, C. Liu, Y. Lindgren, C.M. Linneberg, A. Malerba, G. Mamakou, V. Marouli, E. Maruthur, N.M. Matchan, A. McKean-Cowdin, R. McLeod, O. Metcalf, G.A. Mohlke, K.L. Muzny, D.M. Ntalla, I. Palmer, N.D. Pasko, D. Peter, A. Rayner, N.W. Renström, F. Rice, K. Sala, C.F. Sennblad, B. Serafetinidis, I. Smith, J.A. Soranzo, N. Speliotes, E.K. Stahl, E.A. Stirrups, K. Tentolouris, N. Thanopoulou, A. Torres, M. Traglia, M. Tsafantakis, E. Javad, S. Yanek, L.R. Zengini, E. Becker, D.M. Bis, J.C. Brown, J.B. Adrienne Cupples, L. Hansen, T. Ingelsson, E. Karter, A.J. Lorenzo, C. Mathias, R.A. Norris, J.M. Peloso, G.M. Sheu, W.H.-H. Toniolo, D. Vaidya, D. Varma, R. Wagenknecht, L.E. Boeing, H. Bottinger, E.P. Dedoussis, G. Deloukas, P. Ferrannini, E. Franco, O.H. Franks, P.W. Gibbs, R.A. Gudnason, V. Hamsten, A. Harris, T.B. Hattersley, A.T. Hayward, C. Hofman, A. Jansson, J.-H. Langenberg, C. Launer, L.J. Levy, D. Oostra, B.A. O'Donnell, C.J. O'Rahilly, S. Padmanabhan, S. Pankow, J.S. Polasek, O. Province, M.A. Rich, S.S. Ridker, P.M. Rudan, I. Schulze, M.B. Smith, B.H. Uitterlinden, A.G. Walker, M. Watkins, H. Wong, T.Y. Zeggini, E. Laakso, M. Borecki, I.B. Chasman, D.I. Pedersen, O. Psaty, B.M. Shyong Tai, E. Van Duijn, C.M. Wareham, N.J. Waterworth, D.M. Boerwinkle, E. Linda Kao, W.H. Florez, J.C. Loos, R.J.F. Wilson, J.G. Frayling, T.M. Siscovick, D.S. Dupuis, J. Rotter, J.I. Meigs, J.B. Scott, R.A. Goodarzi, M.O.
Abstract: Fasting glucose and insulin are intermediate traits for type 2 diabetes. Here we explore the role of coding variation on these traits by analysis of variants on the HumanExome BeadChip in 60,564 non-diabetic individuals and in 16,491 T2D cases and 81,877 controls. We identify a novel association of a low-frequency nonsynonymous SNV in GLP1R (A316T; rs10305492; MAF=1.4%) with lower FG (β=-0.09±0.01mmoll-1, P=3.4 × 10-12), T2D risk (OR[95%CI]=0.86[0.76-0.96], P=0.010), early insulin secretion (β=-0.07±0.035pmolinsulin mmolglucose-1, P=0.048), but higher 2-h glucose (β=0.16±0.05mmoll-1, P=4.3 × 10-4). We identify a gene-based association with FG at G6PC2 (p SKAT =6.8 × 10-6) driven by four rare protein-coding SNVs (H177Y, Y207S, R283X and S324P). We identify rs651007 (MAF=20%) in the first intron of ABO at the putative promoter of an antisense lncRNA, associating with higher FG (β=0.02±0.004mmoll-1, P=1.3 × 10-8). Our approach identifies novel coding variant associations and extends the allelic spectrum of variation underlying diabetes-related quantitative traits and T2D susceptibility. © 2015 Macmillan Publishers Limited. All rights reserved.
Published: 2015

70. Discovery and refinement of genetic loci associated with cardiometabolic risk using dense imputation maps

Author: Iotchkova, V. (Valentina), Huang, J. (Jian), Morris, J.A. (John A), Jain, D. (Deepti), Barbieri, C. (Caterina), Walter, K. (Klaudia), Min, J. (Josine), Chen, L. (Lu), Astle, W. (William), Cocca, M. (Massimiliano), Deelen, P. (Patrick), Elding, H. (Heather), Farmaki, A.-E. (Aliki-Eleni), Franklin, C.S. (Christopher), Frånberg, M. (Mattias), Gaunt, T.R. (Tom), Hofman, A. (Albert), Jiang, T. (Tao), Kleber, M.E. (Marcus), Lachance, G. (Genevieve), Luan, J. (Jian'An), Malerba, G. (Giovanni), Matchan, A. (Angela), Mead, D. (Daniel), Memari, Y. (Yasin), Ntalla, I. (Ioanna), Panoutsopoulou, K. (Kalliope), Pazoki, R. (Raha), Perry, J.R.B. (John), Rivadeneira Ramirez, F. (Fernando), Sabater-Lleal, M. (Maria), Sennblad, B. (Bengt), Shin, S.-Y., Southam, L. (Lorraine), Traglia, M. (Michela), Dijk, F. (Freerk) van, Leeuwen, E.M. (Elisa) van, Zaza, G. (Gianluigi), Zhang, W. (Weihua), Amin, N. (Najaf), Butterworth, A.S. (Adam), Chambers, J.C. (John), Dedoussis, G.V. (George), Dehghan, A. (Abbas), Franco, O.H. (Oscar), Franke, L. (Lude), Frontini, M. (Mattia), Gambaro, G. (Giovanni), Gasparini, P. (Paolo), Hamsten, A. (Anders), Issacs, A. (Aaron), Kooner, J.S. (Jaspal S.), Kooperberg, C. (Charles), Langenberg, C. (Claudia), März, W. (Winfried), Scott, R.A. (Robert), Swertz, M.A. (Morris A), Toniolo, D. (Daniela), Uitterlinden, A.G. (André), Duijn, C.M. (Cornelia) van, Watkins, H. (Hugh), Zeggini, E. (Eleftheria), Maurano, M.T. (Matthew T.), Timpson, N.J. (Nicholas), Reiner, A. (Alexander), Auer, P. (Paul), Soranzo, N. (Nicole), Iotchkova, V. (Valentina), Huang, J. (Jian), Morris, J.A. (John A), Jain, D. (Deepti), Barbieri, C. (Caterina), Walter, K. (Klaudia), Min, J. (Josine), Chen, L. (Lu), Astle, W. (William), Cocca, M. (Massimiliano), Deelen, P. (Patrick), Elding, H. (Heather), Farmaki, A.-E. (Aliki-Eleni), Franklin, C.S. (Christopher), Frånberg, M. (Mattias), Gaunt, T.R. (Tom), Hofman, A. (Albert), Jiang, T. (Tao), Kleber, M.E. (Marcus), Lachance, G. (Genevieve), Luan, J. (Jian'An), Malerba, G. (Giovanni), Matchan, A. (Angela), Mead, D. (Daniel), Memari, Y. (Yasin), Ntalla, I. (Ioanna), Panoutsopoulou, K. (Kalliope), Pazoki, R. (Raha), Perry, J.R.B. (John), Rivadeneira Ramirez, F. (Fernando), Sabater-Lleal, M. (Maria), Sennblad, B. (Bengt), Shin, S.-Y., Southam, L. (Lorraine), Traglia, M. (Michela), Dijk, F. (Freerk) van, Leeuwen, E.M. (Elisa) van, Zaza, G. (Gianluigi), Zhang, W. (Weihua), Amin, N. (Najaf), Butterworth, A.S. (Adam), Chambers, J.C. (John), Dedoussis, G.V. (George), Dehghan, A. (Abbas), Franco, O.H. (Oscar), Franke, L. (Lude), Frontini, M. (Mattia), Gambaro, G. (Giovanni), Gasparini, P. (Paolo), Hamsten, A. (Anders), Issacs, A. (Aaron), Kooner, J.S. (Jaspal S.), Kooperberg, C. (Charles), Langenberg, C. (Claudia), März, W. (Winfried), Scott, R.A. (Robert), Swertz, M.A. (Morris A), Toniolo, D. (Daniela), Uitterlinden, A.G. (André), Duijn, C.M. (Cornelia) van, Watkins, H. (Hugh), Zeggini, E. (Eleftheria), Maurano, M.T. (Matthew T.), Timpson, N.J. (Nicholas), Reiner, A. (Alexander), Auer, P. (Paul), and Soranzo, N. (Nicole)
Abstract: Large-scale whole-genome sequence data sets offer novel opportunities to identify genetic variation underlying human traits. Here we apply genotype imputation based on whole-genome sequence data from the UK10K and 1000 Genomes Project into 35,981 study participants of European ancestry, followed by association analysis with 20 quantitative cardiometabolic and hematological traits. We describe 17 new associations, including 6 rare (minor allele frequency (MAF) < 1%) or low-frequency (1% < MAF < 5%) variants with platelet count (PLT), red blood cell indices (MCH and MCV) and HDL cholesterol. Applying fine-mapping analysis to 233 known and new loci associated with the 20 traits, we resolve the associations of 59 loci to credible sets of 20 or fewer variants and describe trait enrichments within regions of predicted regulatory function. These findings improve understanding of the allelic architecture of risk factors for cardiometabolic and hematological diseases and provide additional functional insights with the identification of potentially novel biological targets.
Published: 2016
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71. Trans-ancestry meta-analyses identify rare and common variants associated with blood pressure and hypertension

Author: Surendran, P. (Praveen), Drenos, F. (Fotios), Young, R. (Robin), Warren, H. (Helen), Cook, J.P. (James P.), Manning, A.K. (Alisa), Grarup, N. (Niels), Sim, X. (Xueling), Barnes, D. (Daniel), Witkowska, H.E. (Ewa), Staley, J.R. (James R.), Tragante, V. (Vinicius), Tukiainen, T. (Taru), Yaghootkar, H. (Hanieh), Masca, N. (Nicholas), Freitag, C.M. (Christine), Ferreira, T. (Teresa), Giannakopoulou, O. (Olga), Tinker, A. (Andrew), Harakalova, M. (Magdalena), Mihailov, E. (Evelin), Liu, C. (Chunyu), Kraja, A. (Aldi), Nielsen, S.F. (Sune), Rasheed, A. (Asif), Samuel, M. (Maria), Zhao, W. (Wei), Bonnycastle, L.L. (Lori), Jackson, A.U. (Anne), Narisu, N. (Narisu), Swift, A.J. (Amy), Southam, L. (Lorraine), Marten, J. (Jonathan), Huyghe, J.R. (Jeroen R.), Stancáková, A. (Alena), Fava, C. (Cristiano), Ohlsson, T. (Therese), Matchan, A. (Angela), Stirrups, K. (Kathy), Bork-Jensen, J. (Jette), Gjesing, A.P. (Anette), Kontto, J. (Jukka), Perola, M. (Markus), Shaw-Hawkins, S. (Sue), Havulinna, A.S. (Aki), Zhang, H. (He), Donnelly, L.A. (Louise), Groves, C.J. (Christopher), Rayner, N.W. (Nigel William), Neville, M.J. (Matthew), Robertson, N.R. (Neil), Yiorkas, A.M. (Andrianos M.), Herzig, K.H., Kajantie, E. (Eero), Zhang, W. (Weihua), Willems, S.M. (Sara), Lannfelt, L. (Lars), Malerba, G. (Giovanni), Soranzo, N. (Nicole), Trabetti, E. (Elisabetta), Verweij, N. (Niek), Evangelou, E. (Evangelos), Moayyeri, A. (Alireza), Vergnaud, A.-C. (Anne-Claire), Nelson, C.P. (Christopher P.), Poveda, A. (Alaitz), Varga, T.V. (Tibor V.), Caslake, M. (Muriel), De Craen, A.J.M. (Anton J. M.), Trompet, S. (Stella), Luan, J. (Jian'An), Scott, R.A. (Robert), Harris, S.E. (Sarah), Liewald, D.C.M. (David), Marioni, R.E. (Riccardo), Menni, C. (Cristina), Farmaki, A.-E. (Aliki-Eleni), Hallmans, G. (Göran), Renström, F. (Frida), Huffman, J.E. (Jennifer), Hassinen, M. (Maija), Burgess, S. (Stephen), Vasan, R.S. (Ramachandran S.), Felix, J.F. (Janine), Uria-Nickelsen, M. (Maria), Mälarstig, A. (Anders), Reilly, D.F. (Dermot F.), Hoek, M. (Maarten), Vogt, T.F. (Thomas F.), Lin, H. (Honghuang), Lieb, W. (Wolfgang), Traylor, M. (Matthew), Markus, H.S. (Hugh), Highland, H. (Heather), Justice, A.E. (Anne), Marouli, E. (Eirini), Lindström, J. (Jaana), Uusitupa, M. (Matti), Komulainen, P. (Pirjo), Lakka, T.A. (Timo), Rauramaa, R. (Rainer), Polasek, O. (Ozren), Rudan, I. (Igor), Rolandsson, O. (Olov), Franks, P.W. (Paul), Dedoussis, G.V. (George), Spector, T.D. (Timothy), Jousilahti, P. (Pekka), Männistö, S. (Satu), Deary, I.J. (Ian), Starr, J.M. (John), Langenberg, C. (Claudia), Wareham, N.J. (Nick), Brown, M.J. (Morris), Dominiczak, A. (Anna), Connell, J.M. (John M.), Jukema, J.W. (Jan Wouter), Sattar, N. (Naveed), Ford, I. (Ian), Packard, C.J. (Chris J.), Esko, T. (Tõnu), Mägi, R. (Reedik), Metspalu, A. (Andres), Boer, R.A. (Rudolf) de, Van Der Meer, P. (Peter), Harst, P. (Pim) van der, Gambaro, G. (Giovanni), Ingelsson, E. (Erik), Kao, W.H.L. (Wen), Bakker, P.I.W. (Paul) de, Numans, M.E. (Mattijs), Brandslund, I. (Ivan), Christensen, C. (Cramer), Petersen, E.R.B. (Eva R. B.), Korpi-Hyövälti, E. (Eeva), Oksa, H. (Heikki), Chambers, J.C. (John), Kooner, J.S. (Jaspal S.), Blakemore, A.I.F. (Alexandra), Franks, S. (Steve), Jarvelin, M.-R. (Marjo-Riitta), Husemoen, L.L.N. (Lise Lotte), Linneberg, A. (Allan), Skaaby, T. (Tea), Thuesen, B. (Betina), Karpe, F. (Fredrik), Tuomilehto, J. (Jaakko), Doney, A.S.F. (Alex), Morris, A.D. (Andrew), Palmer, C.N.A. (Colin), Holmen, O.L. (Oddgeir), Hveem, K. (Kristian), Willer, C.J. (Cristen), Tuomi, T. (Tiinamaija), Groop, L. (Leif), Käräjämäki, A. (Annemari), Palotie, A. (Aarno), Ripatti, S. (Samuli), Salomaa, V. (Veikko), Alam, D.S. (Dewan S.), Majumder, A.A.S. (Abdulla Al Shafi), Angelantonio, E. (Emanuele) di, Chowdhury, R. (Rajiv), McCarthy, M.I. (Mark), Poulter, N.R. (Neil), Stanton, A. (Alice), Sever, P. (Peter), Amouyel, P. (Philippe), Arveiler, D. (Dominique), Blankenberg, S. (Stefan), Ferrieres, J. (Jean), Kee, F. (Frank), Kuulasmaa, K. (Kari), Müller-Nurasyid, M. (Martina), Veronesi, G. (Giovanni), Virtamo, J. (Jarmo), Deloukas, P. (Panagiotis), Elliott, P. (Paul), Zeggini, E. (Eleftheria), Kathiresan, S. (Sekar), Melander, O. (Olle), Kuusisto, J. (Johanna), Laakso, M. (Markku), Padmanabhan, S. (Sandosh), Porteous, D. (David), Hayward, C. (Caroline), Scotland, G. (Generation), Collins, F.S. (Francis), Mohlke, K.L. (Karen), Hansen, T. (T.), Pedersen, O. (Oluf), Boehnke, M. (Michael), Stringham, H.M. (Heather), Frossard, R., Newton-Cheh, C. (Christopher), Tobin, M.D. (Martin), Nordestgaard, B.G. (Børge), Caulfield, M. (Mark), Mahajan, A. (Anubha), Morris, A.P. (Andrew), Tomaszewski, M. (Maciej), Samani, N.J. (Nilesh), Saleheen, D. (Danish), Asselbergs, F.W. (Folkert), Lindgren, C.M. (Cecilia M.), Danesh, J. (John), Wain, L.V. (Louise V.), Butterworth, A.S. (Adam), Howson, J.M.M. (Joanna M. M.), Munroe, P. (Patricia), Surendran, P. (Praveen), Drenos, F. (Fotios), Young, R. (Robin), Warren, H. (Helen), Cook, J.P. (James P.), Manning, A.K. (Alisa), Grarup, N. (Niels), Sim, X. (Xueling), Barnes, D. (Daniel), Witkowska, H.E. (Ewa), Staley, J.R. (James R.), Tragante, V. (Vinicius), Tukiainen, T. (Taru), Yaghootkar, H. (Hanieh), Masca, N. (Nicholas), Freitag, C.M. (Christine), Ferreira, T. (Teresa), Giannakopoulou, O. (Olga), Tinker, A. (Andrew), Harakalova, M. (Magdalena), Mihailov, E. (Evelin), Liu, C. (Chunyu), Kraja, A. (Aldi), Nielsen, S.F. (Sune), Rasheed, A. (Asif), Samuel, M. (Maria), Zhao, W. (Wei), Bonnycastle, L.L. (Lori), Jackson, A.U. (Anne), Narisu, N. (Narisu), Swift, A.J. (Amy), Southam, L. (Lorraine), Marten, J. (Jonathan), Huyghe, J.R. (Jeroen R.), Stancáková, A. (Alena), Fava, C. (Cristiano), Ohlsson, T. (Therese), Matchan, A. (Angela), Stirrups, K. (Kathy), Bork-Jensen, J. (Jette), Gjesing, A.P. (Anette), Kontto, J. (Jukka), Perola, M. (Markus), Shaw-Hawkins, S. (Sue), Havulinna, A.S. (Aki), Zhang, H. (He), Donnelly, L.A. (Louise), Groves, C.J. (Christopher), Rayner, N.W. (Nigel William), Neville, M.J. (Matthew), Robertson, N.R. (Neil), Yiorkas, A.M. (Andrianos M.), Herzig, K.H., Kajantie, E. (Eero), Zhang, W. (Weihua), Willems, S.M. (Sara), Lannfelt, L. (Lars), Malerba, G. (Giovanni), Soranzo, N. (Nicole), Trabetti, E. (Elisabetta), Verweij, N. (Niek), Evangelou, E. (Evangelos), Moayyeri, A. (Alireza), Vergnaud, A.-C. (Anne-Claire), Nelson, C.P. (Christopher P.), Poveda, A. (Alaitz), Varga, T.V. (Tibor V.), Caslake, M. (Muriel), De Craen, A.J.M. (Anton J. M.), Trompet, S. (Stella), Luan, J. (Jian'An), Scott, R.A. (Robert), Harris, S.E. (Sarah), Liewald, D.C.M. (David), Marioni, R.E. (Riccardo), Menni, C. (Cristina), Farmaki, A.-E. (Aliki-Eleni), Hallmans, G. (Göran), Renström, F. (Frida), Huffman, J.E. (Jennifer), Hassinen, M. (Maija), Burgess, S. (Stephen), Vasan, R.S. (Ramachandran S.), Felix, J.F. (Janine), Uria-Nickelsen, M. (Maria), Mälarstig, A. (Anders), Reilly, D.F. (Dermot F.), Hoek, M. (Maarten), Vogt, T.F. (Thomas F.), Lin, H. (Honghuang), Lieb, W. (Wolfgang), Traylor, M. (Matthew), Markus, H.S. (Hugh), Highland, H. (Heather), Justice, A.E. (Anne), Marouli, E. (Eirini), Lindström, J. (Jaana), Uusitupa, M. (Matti), Komulainen, P. (Pirjo), Lakka, T.A. (Timo), Rauramaa, R. (Rainer), Polasek, O. (Ozren), Rudan, I. (Igor), Rolandsson, O. (Olov), Franks, P.W. (Paul), Dedoussis, G.V. (George), Spector, T.D. (Timothy), Jousilahti, P. (Pekka), Männistö, S. (Satu), Deary, I.J. (Ian), Starr, J.M. (John), Langenberg, C. (Claudia), Wareham, N.J. (Nick), Brown, M.J. (Morris), Dominiczak, A. (Anna), Connell, J.M. (John M.), Jukema, J.W. (Jan Wouter), Sattar, N. (Naveed), Ford, I. (Ian), Packard, C.J. (Chris J.), Esko, T. (Tõnu), Mägi, R. (Reedik), Metspalu, A. (Andres), Boer, R.A. (Rudolf) de, Van Der Meer, P. (Peter), Harst, P. (Pim) van der, Gambaro, G. (Giovanni), Ingelsson, E. (Erik), Kao, W.H.L. (Wen), Bakker, P.I.W. (Paul) de, Numans, M.E. (Mattijs), Brandslund, I. (Ivan), Christensen, C. (Cramer), Petersen, E.R.B. (Eva R. B.), Korpi-Hyövälti, E. (Eeva), Oksa, H. (Heikki), Chambers, J.C. (John), Kooner, J.S. (Jaspal S.), Blakemore, A.I.F. (Alexandra), Franks, S. (Steve), Jarvelin, M.-R. (Marjo-Riitta), Husemoen, L.L.N. (Lise Lotte), Linneberg, A. (Allan), Skaaby, T. (Tea), Thuesen, B. (Betina), Karpe, F. (Fredrik), Tuomilehto, J. (Jaakko), Doney, A.S.F. (Alex), Morris, A.D. (Andrew), Palmer, C.N.A. (Colin), Holmen, O.L. (Oddgeir), Hveem, K. (Kristian), Willer, C.J. (Cristen), Tuomi, T. (Tiinamaija), Groop, L. (Leif), Käräjämäki, A. (Annemari), Palotie, A. (Aarno), Ripatti, S. (Samuli), Salomaa, V. (Veikko), Alam, D.S. (Dewan S.), Majumder, A.A.S. (Abdulla Al Shafi), Angelantonio, E. (Emanuele) di, Chowdhury, R. (Rajiv), McCarthy, M.I. (Mark), Poulter, N.R. (Neil), Stanton, A. (Alice), Sever, P. (Peter), Amouyel, P. (Philippe), Arveiler, D. (Dominique), Blankenberg, S. (Stefan), Ferrieres, J. (Jean), Kee, F. (Frank), Kuulasmaa, K. (Kari), Müller-Nurasyid, M. (Martina), Veronesi, G. (Giovanni), Virtamo, J. (Jarmo), Deloukas, P. (Panagiotis), Elliott, P. (Paul), Zeggini, E. (Eleftheria), Kathiresan, S. (Sekar), Melander, O. (Olle), Kuusisto, J. (Johanna), Laakso, M. (Markku), Padmanabhan, S. (Sandosh), Porteous, D. (David), Hayward, C. (Caroline), Scotland, G. (Generation), Collins, F.S. (Francis), Mohlke, K.L. (Karen), Hansen, T. (T.), Pedersen, O. (Oluf), Boehnke, M. (Michael), Stringham, H.M. (Heather), Frossard, R., Newton-Cheh, C. (Christopher), Tobin, M.D. (Martin), Nordestgaard, B.G. (Børge), Caulfield, M. (Mark), Mahajan, A. (Anubha), Morris, A.P. (Andrew), Tomaszewski, M. (Maciej), Samani, N.J. (Nilesh), Saleheen, D. (Danish), Asselbergs, F.W. (Folkert), Lindgren, C.M. (Cecilia M.), Danesh, J. (John), Wain, L.V. (Louise V.), Butterworth, A.S. (Adam), Howson, J.M.M. (Joanna M. M.), and Munroe, P. (Patricia)
Abstract: High blood pressure is a major risk factor for cardiovascular disease and premature death. However, there is limited knowledge on specific causal genes and pathways. To better understand the genetics of blood pressure, we genotyped 242,296 rare, low-frequency and common genetic variants in up to 192,763 individuals and used -1/4155,063 samples for independent replication. We identified 30 new blood pressure- or hypertension-associated genetic regions in the general population, including 3 rare missense variants in RBM47, COL21A1 and RRAS with larger effects (>1.5 mm Hg/allele) than common variants. Multiple rare nonsense and missense variant associations were found in A2ML1, and a low-frequency nonsense variant in ENPEP was identified. Our data extend the spectrum of allelic variation underlying blood pressure traits and hypertension, provide new insights into the pathophysiology of hypertension and indicate new targets for clinical intervention.
Published: 2016
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72. A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape

Author: Ried, J.S. (Janina), Jeff, J. (Janina), Chu, A.Y. (Audrey Y), Bragg-Gresham, J.L. (Jennifer L.), Dongen, J. (Jenny) van, Huffman, J.E. (Jennifer), Ahluwalia, T.S. (Tarunveer Singh), Cadby, G. (Gemma), Eklund, N. (Niina), Eriksson, J. (Joel), Esko, T. (Tõnu), Feitosa, M.F. (Mary Furlan), Goel, A. (Anuj), Gorski, M. (Mathias), Hayward, C. (Caroline), Heard-Costa, N.L. (Nancy), Jackson, A.U. (Anne), Jokinen, E. (Eero), Kanoni, S. (Stavroula), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lahti, J. (Jari), Luan, J. (Jian'An), Mägi, R. (Reedik), Mahajan, A. (Anubha), Mangino, M. (Massimo), Medina-Gomez, M.C. (Carolina), Monda, K.L. (Keri), Nolte, I.M. (Ilja), Perusse, L. (Louis), Prokopenko, I. (Inga), Qi, L. (Lu), Rose, L.M. (Lynda), Salvi, E. (Erika), Smith, M.T. (Megan T.), Snieder, H. (Harold), Standáková, A. (Alena), Ju Sung, Y. (Yun), Tachmazidou, I. (Ioanna), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), Harst, P. (Pim) van der, Walker, R.W. (Ryan W.), Wang, S.R. (Sophie), Wild, S.H. (Sarah), Willems, S.M. (Sara), Wong, A. (Andrew), Zhang, W. (Weihua), Albrecht, E. (Eva), Couto-Alves, A. (Alexessander), Bakker, S.J.L. (Stephan), Barlassina, C. (Cristina), Bartz, T.M. (Traci M.), Beilby, J.P. (John), Bellis, C. (Claire), Bergman, R.N. (Richard N.), Bergmann, S.M. (Sven), Blangero, J. (John), Blüher, M. (Matthias), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Bornstein, S.R. (Stefan R.), Bruinenberg, M. (M.), Campbell, H. (Harry), Chen, Y.-D.I. (Yii-Der Ida), Chiang, C.W.K. (Charleston W. K.), Chines, P.S. (Peter), Collins, F.S. (Francis), Cucca, F. (Fracensco), Cupples, L.A. (Adrienne), D'avila, F. (Francesca), Geus, E.J.C. (Eco) de, Dedoussis, G.V. (George), Dimitriou, M. (Maria), Döring, A. (Angela), Hagen, K. (Knut), Farmaki, A.-E. (Aliki-Eleni), Farrall, M. (Martin), Ferreira, T. (Teresa), Fischer, K. (Krista), Forouhi, N.G. (Nita), Friedrich, N. (Nele), Gjesing, A.P. (Anette), Glorioso, N. (Nicola), Graff, M.J. (Maud J.L.), Grallert, H. (Harald), Grarup, N. (Niels), Gräßler, J. (Jürgen), Grewal, J. (Jagvir), Hamsten, A. (Anders), Harder, M.N. (Marie Neergaard), Hartman, C.A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nick), Hattersley, A.T. (Andrew), Havulinna, A.S. (Aki), Heliovaara, M. (Markku), Hillege, H.L. (Hans), Hofman, A. (Albert), Holmen, O.L. (Oddgeir), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Hui, J. (Jennie), Husemoen, L.L.N. (Lise Lotte), Hysi, P.G. (Pirro), Isaacs, A.J. (Aaron), Ittermann, T. (Till), Jalilzadeh, S. (Shapour), James, A. (Alan), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jula, A. (Antti), Marie Justesen, J. (Johanne), Justice, A.E. (Anne), Kähönen, M. (Mika), Karaleftheri, M. (Maria), Tee Khaw, K. (Kay), Keinanen-Kiukaanniemi, S. (Sirkka), Kinnunen, L. (Leena), Knekt, P., Koistinen, H. (Heikki), Kolcic, I. (Ivana), Kooner, I.K. (Ishminder K.), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyriakou, T. (Theodosios), Laitinen, T. (Tomi), Langenberg, C. (Claudia), Lewin, A. (Alex), Lichtner, P. (Peter), Lindgren, C.M. (Cecilia), Lindström, J. (Jaana), Linneberg, A. (Allan), Lorbeer, R. (Roberto), Lorentzon, M. (Mattias), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Manunta, P. (Paolo), Leach, I.M. (Irene Mateo), McArdle, W.L. (Wendy), Mcknight, B. (Barbara), Mohlke, K.L. (Karen), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Montasser, M.E. (May E.), Morris, A.P. (Andrew), Müller, G. (Gabriele), Musk, A.W. (Arthur W.), Narisu, N. (Narisu), Ong, K.K. (Ken K.), Oostra, B.A. (Ben), Osmond, C. (Clive), Palotie, A. (Aarno), Pankow, J.S. (James), Paternoster, L. (Lavinia), Penninx, B.W.J.H. (Brenda), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rao, D.C., Rayner, N.W. (Nigel William), Ribel-Madsen, R. (Rasmus), Rice, T.K. (Treva K.), Richards, M. (Marcus), Ridker, P.M. (Paul), Rivadeneira Ramirez, F. (Fernando), Ryan, K.A. (Kathy A.), Sanna, S. (Serena), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Sebert, S. (Sylvain), Southam, L. (Lorraine), Sparsø, T. (Thomas), Steinthorsdottir, V. (Valgerdur), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Strauch, K. (Konstantin), Stringham, H.M. (Heather), Swertz, M. (Morris), Swift, A.J. (Amy), Tönjes, A. (Anke), Tsafantakis, E. (Emmanouil), Most, P.J. (Peter) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vandenput, L. (Liesbeth), Vartiainen, E. (Erkki), Venturini, C. (Cristina), Verweij, N. (Niek), Viikari, J. (Jorma), Vitart, V. (Veronique), Vohl, M.-C. (Marie-Claude), Vonk, J.M. (Judith), Waeber, G. (Gérard), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wilsgaard, T. (Tom), Winkler, T.W. (Thomas W.), Wright, A.F. (Alan), Yerges-Armstrong, L.M. (Laura), Zhao, J.H. (Jing Hua), Zillikens, M.C. (Carola), Boomsma, D.I. (Dorret), Bouchard, C. (Claude), Chambers, J.C. (John), Chasman, D.I. (Daniel), Cusi, D. (Daniele), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Hansen, T. (T.), Hicks, A.A. (Andrew), Hu, F. (Frank), Hveem, K. (Kristian), Jarvelin, M.-R. (Marjo-Riitta), Kajantie, E. (Eero), Kooner, J.S. (Jaspal S.), Kuh, D. (Diana), Kuusisto, J. (Johanna), Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), Metspalu, A. (Andres), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Palmer, L.J. (Lyle J.), Pedersen, O. (Oluf), Perola, M. (Markus), Peters, A. (Annette), Psaty, B.M. (Bruce), Puolijoki, H. (Hannu), Rauramaa, R. (Rainer), Rudan, I. (Igor), Salomaa, V. (Veikko), Schwarz, P.E.H. (Peter), Shudiner, A.R. (Alan R.), Smit, J.H. (Jan), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Stumvoll, M. (Michael), Tremblay, A. (Angelo), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Völker, U. (Uwe), Vollenweider, P. (Peter), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wilson, J.F. (James), Zeggini, E. (Eleftheria), Abecasis, G.R. (Gonçalo), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Duijn, C.M. (Cornelia) van, Fox, C.S. (Caroline), Groop, L. (Leif), Heid, I.M. (Iris), Hunter, D.J. (David J.), Kaplan, R.C. (Robert), McCarthy, M.I. (Mark), North, K.E. (Kari), O´Connell, J.R., Schlessinger, D. (David), Thorsteinsdottir, U. (Unnur), Strachan, D.P. (David), Frayling, T.M. (Timothy), Hirschhorn, J.N. (Joel), Müller-Nurasyid, M. (Martina), Loos, R.J.F. (Ruth), Ried, J.S. (Janina), Jeff, J. (Janina), Chu, A.Y. (Audrey Y), Bragg-Gresham, J.L. (Jennifer L.), Dongen, J. (Jenny) van, Huffman, J.E. (Jennifer), Ahluwalia, T.S. (Tarunveer Singh), Cadby, G. (Gemma), Eklund, N. (Niina), Eriksson, J. (Joel), Esko, T. (Tõnu), Feitosa, M.F. (Mary Furlan), Goel, A. (Anuj), Gorski, M. (Mathias), Hayward, C. (Caroline), Heard-Costa, N.L. (Nancy), Jackson, A.U. (Anne), Jokinen, E. (Eero), Kanoni, S. (Stavroula), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lahti, J. (Jari), Luan, J. (Jian'An), Mägi, R. (Reedik), Mahajan, A. (Anubha), Mangino, M. (Massimo), Medina-Gomez, M.C. (Carolina), Monda, K.L. (Keri), Nolte, I.M. (Ilja), Perusse, L. (Louis), Prokopenko, I. (Inga), Qi, L. (Lu), Rose, L.M. (Lynda), Salvi, E. (Erika), Smith, M.T. (Megan T.), Snieder, H. (Harold), Standáková, A. (Alena), Ju Sung, Y. (Yun), Tachmazidou, I. (Ioanna), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), Harst, P. (Pim) van der, Walker, R.W. (Ryan W.), Wang, S.R. (Sophie), Wild, S.H. (Sarah), Willems, S.M. (Sara), Wong, A. (Andrew), Zhang, W. (Weihua), Albrecht, E. (Eva), Couto-Alves, A. (Alexessander), Bakker, S.J.L. (Stephan), Barlassina, C. (Cristina), Bartz, T.M. (Traci M.), Beilby, J.P. (John), Bellis, C. (Claire), Bergman, R.N. (Richard N.), Bergmann, S.M. (Sven), Blangero, J. (John), Blüher, M. (Matthias), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Bornstein, S.R. (Stefan R.), Bruinenberg, M. (M.), Campbell, H. (Harry), Chen, Y.-D.I. (Yii-Der Ida), Chiang, C.W.K. (Charleston W. K.), Chines, P.S. (Peter), Collins, F.S. (Francis), Cucca, F. (Fracensco), Cupples, L.A. (Adrienne), D'avila, F. (Francesca), Geus, E.J.C. (Eco) de, Dedoussis, G.V. (George), Dimitriou, M. (Maria), Döring, A. (Angela), Hagen, K. (Knut), Farmaki, A.-E. (Aliki-Eleni), Farrall, M. (Martin), Ferreira, T. (Teresa), Fischer, K. (Krista), Forouhi, N.G. (Nita), Friedrich, N. (Nele), Gjesing, A.P. (Anette), Glorioso, N. (Nicola), Graff, M.J. (Maud J.L.), Grallert, H. (Harald), Grarup, N. (Niels), Gräßler, J. (Jürgen), Grewal, J. (Jagvir), Hamsten, A. (Anders), Harder, M.N. (Marie Neergaard), Hartman, C.A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nick), Hattersley, A.T. (Andrew), Havulinna, A.S. (Aki), Heliovaara, M. (Markku), Hillege, H.L. (Hans), Hofman, A. (Albert), Holmen, O.L. (Oddgeir), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Hui, J. (Jennie), Husemoen, L.L.N. (Lise Lotte), Hysi, P.G. (Pirro), Isaacs, A.J. (Aaron), Ittermann, T. (Till), Jalilzadeh, S. (Shapour), James, A. (Alan), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jula, A. (Antti), Marie Justesen, J. (Johanne), Justice, A.E. (Anne), Kähönen, M. (Mika), Karaleftheri, M. (Maria), Tee Khaw, K. (Kay), Keinanen-Kiukaanniemi, S. (Sirkka), Kinnunen, L. (Leena), Knekt, P., Koistinen, H. (Heikki), Kolcic, I. (Ivana), Kooner, I.K. (Ishminder K.), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyriakou, T. (Theodosios), Laitinen, T. (Tomi), Langenberg, C. (Claudia), Lewin, A. (Alex), Lichtner, P. (Peter), Lindgren, C.M. (Cecilia), Lindström, J. (Jaana), Linneberg, A. (Allan), Lorbeer, R. (Roberto), Lorentzon, M. (Mattias), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Manunta, P. (Paolo), Leach, I.M. (Irene Mateo), McArdle, W.L. (Wendy), Mcknight, B. (Barbara), Mohlke, K.L. (Karen), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Montasser, M.E. (May E.), Morris, A.P. (Andrew), Müller, G. (Gabriele), Musk, A.W. (Arthur W.), Narisu, N. (Narisu), Ong, K.K. (Ken K.), Oostra, B.A. (Ben), Osmond, C. (Clive), Palotie, A. (Aarno), Pankow, J.S. (James), Paternoster, L. (Lavinia), Penninx, B.W.J.H. (Brenda), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rao, D.C., Rayner, N.W. (Nigel William), Ribel-Madsen, R. (Rasmus), Rice, T.K. (Treva K.), Richards, M. (Marcus), Ridker, P.M. (Paul), Rivadeneira Ramirez, F. (Fernando), Ryan, K.A. (Kathy A.), Sanna, S. (Serena), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Sebert, S. (Sylvain), Southam, L. (Lorraine), Sparsø, T. (Thomas), Steinthorsdottir, V. (Valgerdur), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Strauch, K. (Konstantin), Stringham, H.M. (Heather), Swertz, M. (Morris), Swift, A.J. (Amy), Tönjes, A. (Anke), Tsafantakis, E. (Emmanouil), Most, P.J. (Peter) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vandenput, L. (Liesbeth), Vartiainen, E. (Erkki), Venturini, C. (Cristina), Verweij, N. (Niek), Viikari, J. (Jorma), Vitart, V. (Veronique), Vohl, M.-C. (Marie-Claude), Vonk, J.M. (Judith), Waeber, G. (Gérard), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wilsgaard, T. (Tom), Winkler, T.W. (Thomas W.), Wright, A.F. (Alan), Yerges-Armstrong, L.M. (Laura), Zhao, J.H. (Jing Hua), Zillikens, M.C. (Carola), Boomsma, D.I. (Dorret), Bouchard, C. (Claude), Chambers, J.C. (John), Chasman, D.I. (Daniel), Cusi, D. (Daniele), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Hansen, T. (T.), Hicks, A.A. (Andrew), Hu, F. (Frank), Hveem, K. (Kristian), Jarvelin, M.-R. (Marjo-Riitta), Kajantie, E. (Eero), Kooner, J.S. (Jaspal S.), Kuh, D. (Diana), Kuusisto, J. (Johanna), Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), Metspalu, A. (Andres), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Palmer, L.J. (Lyle J.), Pedersen, O. (Oluf), Perola, M. (Markus), Peters, A. (Annette), Psaty, B.M. (Bruce), Puolijoki, H. (Hannu), Rauramaa, R. (Rainer), Rudan, I. (Igor), Salomaa, V. (Veikko), Schwarz, P.E.H. (Peter), Shudiner, A.R. (Alan R.), Smit, J.H. (Jan), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Stumvoll, M. (Michael), Tremblay, A. (Angelo), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Völker, U. (Uwe), Vollenweider, P. (Peter), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wilson, J.F. (James), Zeggini, E. (Eleftheria), Abecasis, G.R. (Gonçalo), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Duijn, C.M. (Cornelia) van, Fox, C.S. (Caroline), Groop, L. (Leif), Heid, I.M. (Iris), Hunter, D.J. (David J.), Kaplan, R.C. (Robert), McCarthy, M.I. (Mark), North, K.E. (Kari), O´Connell, J.R., Schlessinger, D. (David), Thorsteinsdottir, U. (Unnur), Strachan, D.P. (David), Frayling, T.M. (Timothy), Hirschhorn, J.N. (Joel), Müller-Nurasyid, M. (Martina), and Loos, R.J.F. (Ruth)
Abstract: Large consortia have revealed hundreds of genetic loci associated with anthropometric traits, one trait at a time. We examined whether genetic variants affect body shape as a composite phenotype that is represented by a combination of anthropometric traits. We developed an approach that calculates averaged PCs (AvPCs) representing body shape derived from six anthropometric traits (body mass index, height, weight, waist and hip circumference, waist-to-hip ratio). The first four AvPCs explain >99% of the variability, are heritable, and associate with cardiometabolic outcomes. We performed genome-wide association analyses for each body shape composite phenotype across 65 studies and meta-analysed summary statistics. We identify six novel loci: LEMD2 and CD47 for AvPC1, RPS6KA5/C14orf159 and GANAB for AvPC3, and ARL15 and ANP32 for AvPC4. Our findings highlight the value of using multiple traits to define complex phenotypes for discovery, which are not captured by single-trait analyses, and may shed light onto new pathways.
Published: 2016
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73. A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape

Author: Ried, J. S. (Janina S.), Jeff, J. M. (Janina M.), Chu, A. Y. (Audrey Y.), Bragg-Gresham, J. L. (Jennifer L.), van Dongen, J. (Jenny), Huffman, J. E. (Jennifer E.), Ahluwalia, T. S. (Tarunveer S.), Cadby, G. (Gemma), Eklund, N. (Niina), Eriksson, J. (Joel), Esko, T. (Tonu), Feitosa, M. F. (Mary F.), Goel, A. (Anuj), Gorski, M. (Mathias), Hayward, C. (Caroline), Heard-Costa, N. L. (Nancy L.), Jackson, A. U. (Anne U.), Jokinen, E. (Eero), Kanoni, S. (Stavroula), Kristiansson, K. (Kati), Kutalik, Z. (Zoltan), Lahti, J. (Jari), Luan, J. (Jian'an), Maegi, R. (Reedik), Mahajan, A. (Anubha), Mangino, M. (Massimo), Medina-Gomez, C. (Carolina), Monda, K. L. (Keri L.), Nolte, I. M. (Ilja M.), Perusse, L. (Louis), Prokopenko, I. (Inga), Qi, L. (Lu), Rose, L. M. (Lynda M.), Salvi, E. (Erika), Smith, M. T. (Megan T.), Snieder, H. (Harold), Stancakova, A. (Alena), Sung, Y. J. (Yun Ju), Tachmazidou, I. (Ioanna), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), van der Harst, P. (Pim), Walker, R. W. (Ryan W.), Wang, S. R. (Sophie R.), Wild, S. H. (Sarah H.), Willems, S. M. (Sara M.), Wong, A. (Andrew), Zhang, W. (Weihua), Albrecht, E. (Eva), Alves, A. C. (Alexessander Couto), Bakker, S. J. (Stephan J. L.), Barlassina, C. (Cristina), Bartz, T. M. (Traci M.), Beilby, J. (John), Bellis, C. (Claire), Bergman, R. N. (Richard N.), Bergmann, S. (Sven), Blangero, J. (John), Blueher, M. (Matthias), Boerwinkle, E. (Eric), Bonnycastle, L. L. (Lori L.), Bornstein, S. R. (Stefan R.), Bruinenberg, M. (Marcel), Campbell, H. (Harry), Chen, Y. I. (Yii-Der Ida), Chiang, C. W. (Charleston W. K.), Chines, P. S. (Peter S.), Collins, F. S. (Francis S.), Cucca, F. (Fracensco), Cupples, L. A. (L. Adrienne), D'Avila, F. (Francesca), de Geus, E. J. (Eco J. C.), Dedoussis, G. (George), Dimitriou, M. (Maria), Doering, A. (Angela), Eriksson, J. G. (Johan G.), Farmaki, A.-E. (Aliki-Eleni), Farrall, M. (Martin), Ferreira, T. (Teresa), Fischer, K. (Krista), Forouhi, N. G. (Nita G.), Friedrich, N. (Nele), Gjesing, A. P. (Anette Prior), Glorioso, N. (Nicola), Graff, M. (Mariaelisa), Grallert, H. (Harald), Grarup, N. (Niels), Graessler, J. (Juergen), Grewal, J. (Jagvir), Hamsten, A. (Anders), Harder, M. N. (Marie Neergaard), Hartman, C. A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nicholas), Hattersley, A. T. (Andrew Tym), Havulinna, A. S. (Aki S.), Heliovaara, M. (Markku), Hillege, H. (Hans), Hofman, A. (Albert), Holmen, O. (Oddgeir), Homuth, G. (Georg), Hottenga, J.-J. (Jouke-Jan), Hui, J. (Jennie), Husemoen, L. L. (Lise Lotte), Hysi, P. G. (Pirro G.), Isaacs, A. (Aaron), Ittermann, T. (Till), Jalilzadeh, S. (Shapour), James, A. L. (Alan L.), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jula, A. (Antti), Justesen, J. M. (Johanne Marie), Justice, A. E. (Anne E.), Kahonen, M. (Mika), Karaleftheri, M. (Maria), Khaw, K. T. (Kay Tee), Keinänen-Kiukaanniemi, S. M. (Sirkka M.), Kinnunen, L. (Leena), Knekt, P. B. (Paul B.), Koistinen, H. A. (Heikki A.), Kolcic, I. (Ivana), Kooner, I. K. (Ishminder K.), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyriakou, T. (Theodosios), Laitinen, T. (Tomi), Langenberg, C. (Claudia), Lewin, A. M. (Alexandra M.), Lichtner, P. (Peter), Lindgren, C. M. (Cecilia M.), Lindstrom, J. (Jaana), Linneberg, A. (Allan), Lorbeer, R. (Roberto), Lorentzon, M. (Mattias), Luben, R. (Robert), Lyssenko, V. (Valeriya), Mannisto, S. (Satu), Manunta, P. (Paolo), Leach, I. M. (Irene Mateo), McArdle, W. L. (Wendy L.), Mcknight, B. (Barbara), Mohlke, K. L. (Karen L.), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Montasser, M. E. (May E.), Morris, A. P. (Andrew P.), Mueller, G. (Gabriele), Musk, A. W. (Arthur W.), Narisu, N. (Narisu), Ong, K. K. (Ken K.), Oostra, B. A. (Ben A.), Osmond, C. (Clive), Palotie, A. (Aarno), Pankow, J. S. (James S.), Paternoster, L. (Lavinia), Penninx, B. W. (Brenda W.), Pichler, I. (Irene), Pilia, M. G. (Maria G.), Polasek, O. (Ozren), Pramstaller, P. P. (Peter P.), Raitakari, O. T. (Olli T.), Rankinen, T. (Tuomo), Rao, D. C. (D. C.), Rayner, N. W. (Nigel W.), Ribel-Madsen, R. (Rasmus), Rice, T. K. (Treva K.), Richards, M. (Marcus), Ridker, P. M. (Paul M.), Rivadeneira, F. (Fernando), Ryan, K. A. (Kathy A.), Sanna, S. (Serena), Sarzynski, M. A. (Mark A.), Scholtens, S. (Salome), Scott, R. A. (Robert A.), Sebert, S. (Sylvain), Southam, L. (Lorraine), Sparso, T. H. (Thomas Hempel), Steinthorsdottir, V. (Valgerdur), Stirrups, K. (Kathleen), Stolk, R. P. (Ronald P.), Strauch, K. (Konstantin), Stringham, H. M. (Heather M.), Swertz, M. A. (Morris A.), Swift, A. J. (Amy J.), Toenjes, A. (Anke), Tsafantakis, E. (Emmanouil), van der Most, P. J. (Peter J.), Van Vliet-Ostaptchouk, J. V. (Jana V.), Vandenput, L. (Liesbeth), Vartiainen, E. (Erkki), Venturini, C. (Cristina), Verweij, N. (Niek), Viikari, J. S. (Jorma S.), Vitart, V. (Veronique), Vohl, M.-C. (Marie-Claude), Vonk, J. M. (Judith M.), Waeber, G. (Gerard), Widen, E. (Elisabeth), Willemsen, G. (Gonneke), Wilsgaard, T. (Tom), Winkler, T. W. (Thomas W.), Wright, A. F. (Alan F.), Yerges-Armstrong, L. M. (Laura M.), Zhao, J. H. (Jing Hua), Zillikens, M. C. (M. Carola), Boomsma, D. I. (Dorret I.), Bouchard, C. (Claude), Chambers, J. C. (John C.), Chasman, D. I. (Daniel I.), Cusi, D. (Daniele), Gansevoort, R. T. (Ron T.), Gieger, C. (Christian), Hansen, T. (Torben), Hicks, A. A. (Andrew A.), Hu, F. (Frank), Hveem, K. (Kristian), Jarvelin, M.-R. (Marjo-Riitta), Kajantie, E. (Eero), Kooner, J. S. (Jaspal S.), Kuh, D. (Diana), Kuusisto, J. (Johanna), Laakso, M. (Markku), Lakka, T. A. (Timo A.), Lehtimaeki, T. (Terho), Metspalu, A. (Andres), Njolstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A. J. (Albertine J.), Palmer, L. J. (Lyle J.), Pedersen, O. (Oluf), Perola, M. (Markus), Peters, A. (Annette), Psaty, B. M. (Bruce M.), Puolijoki, H. (Hannu), Rauramaa, R. (Rainer), Rudan, I. (Igor), Salomaa, V. (Veikko), Schwarz, P. E. (Peter E. H.), Shudiner, A. R. (Alan R.), Smit, J. H. (Jan H.), Sorensen, T. I. (Thorkild I. A.), Spector, T. D. (Timothy D.), Stefansson, K. (Kari), Stumvoll, M. (Michael), Tremblay, A. (Angelo), Tuomilehto, J. (Jaakko), Uitterlinden, A. G. (Andre G.), Uusitupa, M. (Matti), Voelker, U. (Uwe), Vollenweider, P. (Peter), Wareham, N. J. (Nicholas J.), Watkins, H. (Hugh), Wilson, J. F. (James F.), Zeggini, E. (Eleftheria), Abecasis, G. R. (Goncalo R.), Boehnke, M. (Michael), Borecki, I. B. (Ingrid B.), Deloukas, P. (Panos), van Duijn, C. M. (Cornelia M.), Fox, C. (Caroline), Groop, L. C. (Leif C.), Heid, I. M. (Iris M.), Hunter, D. J. (David J.), Kaplan, R. C. (Robert C.), McCarthy, M. I. (Mark I.), North, K. E. (Kari E.), O'Connell, J. R. (Jeffrey R.), Schlessinger, D. (David), Thorsteinsdottir, U. (Unnur), Strachan, D. P. (David P.), Frayling, T. (Timothy), Hirschhorn, J. N. (Joel N.), Mueller-Nurasyid, M. (Martina), Loos, R. J. (Ruth J. F.), Ried, J. S. (Janina S.), Jeff, J. M. (Janina M.), Chu, A. Y. (Audrey Y.), Bragg-Gresham, J. L. (Jennifer L.), van Dongen, J. (Jenny), Huffman, J. E. (Jennifer E.), Ahluwalia, T. S. (Tarunveer S.), Cadby, G. (Gemma), Eklund, N. (Niina), Eriksson, J. (Joel), Esko, T. (Tonu), Feitosa, M. F. (Mary F.), Goel, A. (Anuj), Gorski, M. (Mathias), Hayward, C. (Caroline), Heard-Costa, N. L. (Nancy L.), Jackson, A. U. (Anne U.), Jokinen, E. (Eero), Kanoni, S. (Stavroula), Kristiansson, K. (Kati), Kutalik, Z. (Zoltan), Lahti, J. (Jari), Luan, J. (Jian'an), Maegi, R. (Reedik), Mahajan, A. (Anubha), Mangino, M. (Massimo), Medina-Gomez, C. (Carolina), Monda, K. L. (Keri L.), Nolte, I. M. (Ilja M.), Perusse, L. (Louis), Prokopenko, I. (Inga), Qi, L. (Lu), Rose, L. M. (Lynda M.), Salvi, E. (Erika), Smith, M. T. (Megan T.), Snieder, H. (Harold), Stancakova, A. (Alena), Sung, Y. J. (Yun Ju), Tachmazidou, I. (Ioanna), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), van der Harst, P. (Pim), Walker, R. W. (Ryan W.), Wang, S. R. (Sophie R.), Wild, S. H. (Sarah H.), Willems, S. M. (Sara M.), Wong, A. (Andrew), Zhang, W. (Weihua), Albrecht, E. (Eva), Alves, A. C. (Alexessander Couto), Bakker, S. J. (Stephan J. L.), Barlassina, C. (Cristina), Bartz, T. M. (Traci M.), Beilby, J. (John), Bellis, C. (Claire), Bergman, R. N. (Richard N.), Bergmann, S. (Sven), Blangero, J. (John), Blueher, M. (Matthias), Boerwinkle, E. (Eric), Bonnycastle, L. L. (Lori L.), Bornstein, S. R. (Stefan R.), Bruinenberg, M. (Marcel), Campbell, H. (Harry), Chen, Y. I. (Yii-Der Ida), Chiang, C. W. (Charleston W. K.), Chines, P. S. (Peter S.), Collins, F. S. (Francis S.), Cucca, F. (Fracensco), Cupples, L. A. (L. Adrienne), D'Avila, F. (Francesca), de Geus, E. J. (Eco J. C.), Dedoussis, G. (George), Dimitriou, M. (Maria), Doering, A. (Angela), Eriksson, J. G. (Johan G.), Farmaki, A.-E. (Aliki-Eleni), Farrall, M. (Martin), Ferreira, T. (Teresa), Fischer, K. (Krista), Forouhi, N. G. (Nita G.), Friedrich, N. (Nele), Gjesing, A. P. (Anette Prior), Glorioso, N. (Nicola), Graff, M. (Mariaelisa), Grallert, H. (Harald), Grarup, N. (Niels), Graessler, J. (Juergen), Grewal, J. (Jagvir), Hamsten, A. (Anders), Harder, M. N. (Marie Neergaard), Hartman, C. A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nicholas), Hattersley, A. T. (Andrew Tym), Havulinna, A. S. (Aki S.), Heliovaara, M. (Markku), Hillege, H. (Hans), Hofman, A. (Albert), Holmen, O. (Oddgeir), Homuth, G. (Georg), Hottenga, J.-J. (Jouke-Jan), Hui, J. (Jennie), Husemoen, L. L. (Lise Lotte), Hysi, P. G. (Pirro G.), Isaacs, A. (Aaron), Ittermann, T. (Till), Jalilzadeh, S. (Shapour), James, A. L. (Alan L.), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jula, A. (Antti), Justesen, J. M. (Johanne Marie), Justice, A. E. (Anne E.), Kahonen, M. (Mika), Karaleftheri, M. (Maria), Khaw, K. T. (Kay Tee), Keinänen-Kiukaanniemi, S. M. (Sirkka M.), Kinnunen, L. (Leena), Knekt, P. B. (Paul B.), Koistinen, H. A. (Heikki A.), Kolcic, I. (Ivana), Kooner, I. K. (Ishminder K.), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyriakou, T. (Theodosios), Laitinen, T. (Tomi), Langenberg, C. (Claudia), Lewin, A. M. (Alexandra M.), Lichtner, P. (Peter), Lindgren, C. M. (Cecilia M.), Lindstrom, J. (Jaana), Linneberg, A. (Allan), Lorbeer, R. (Roberto), Lorentzon, M. (Mattias), Luben, R. (Robert), Lyssenko, V. (Valeriya), Mannisto, S. (Satu), Manunta, P. (Paolo), Leach, I. M. (Irene Mateo), McArdle, W. L. (Wendy L.), Mcknight, B. (Barbara), Mohlke, K. L. (Karen L.), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Montasser, M. E. (May E.), Morris, A. P. (Andrew P.), Mueller, G. (Gabriele), Musk, A. W. (Arthur W.), Narisu, N. (Narisu), Ong, K. K. (Ken K.), Oostra, B. A. (Ben A.), Osmond, C. (Clive), Palotie, A. (Aarno), Pankow, J. S. (James S.), Paternoster, L. (Lavinia), Penninx, B. W. (Brenda W.), Pichler, I. (Irene), Pilia, M. G. (Maria G.), Polasek, O. (Ozren), Pramstaller, P. P. (Peter P.), Raitakari, O. T. (Olli T.), Rankinen, T. (Tuomo), Rao, D. C. (D. C.), Rayner, N. W. (Nigel W.), Ribel-Madsen, R. (Rasmus), Rice, T. K. (Treva K.), Richards, M. (Marcus), Ridker, P. M. (Paul M.), Rivadeneira, F. (Fernando), Ryan, K. A. (Kathy A.), Sanna, S. (Serena), Sarzynski, M. A. (Mark A.), Scholtens, S. (Salome), Scott, R. A. (Robert A.), Sebert, S. (Sylvain), Southam, L. (Lorraine), Sparso, T. H. (Thomas Hempel), Steinthorsdottir, V. (Valgerdur), Stirrups, K. (Kathleen), Stolk, R. P. (Ronald P.), Strauch, K. (Konstantin), Stringham, H. M. (Heather M.), Swertz, M. A. (Morris A.), Swift, A. J. (Amy J.), Toenjes, A. (Anke), Tsafantakis, E. (Emmanouil), van der Most, P. J. (Peter J.), Van Vliet-Ostaptchouk, J. V. (Jana V.), Vandenput, L. (Liesbeth), Vartiainen, E. (Erkki), Venturini, C. (Cristina), Verweij, N. (Niek), Viikari, J. S. (Jorma S.), Vitart, V. (Veronique), Vohl, M.-C. (Marie-Claude), Vonk, J. M. (Judith M.), Waeber, G. (Gerard), Widen, E. (Elisabeth), Willemsen, G. (Gonneke), Wilsgaard, T. (Tom), Winkler, T. W. (Thomas W.), Wright, A. F. (Alan F.), Yerges-Armstrong, L. M. (Laura M.), Zhao, J. H. (Jing Hua), Zillikens, M. C. (M. Carola), Boomsma, D. I. (Dorret I.), Bouchard, C. (Claude), Chambers, J. C. (John C.), Chasman, D. I. (Daniel I.), Cusi, D. (Daniele), Gansevoort, R. T. (Ron T.), Gieger, C. (Christian), Hansen, T. (Torben), Hicks, A. A. (Andrew A.), Hu, F. (Frank), Hveem, K. (Kristian), Jarvelin, M.-R. (Marjo-Riitta), Kajantie, E. (Eero), Kooner, J. S. (Jaspal S.), Kuh, D. (Diana), Kuusisto, J. (Johanna), Laakso, M. (Markku), Lakka, T. A. (Timo A.), Lehtimaeki, T. (Terho), Metspalu, A. (Andres), Njolstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A. J. (Albertine J.), Palmer, L. J. (Lyle J.), Pedersen, O. (Oluf), Perola, M. (Markus), Peters, A. (Annette), Psaty, B. M. (Bruce M.), Puolijoki, H. (Hannu), Rauramaa, R. (Rainer), Rudan, I. (Igor), Salomaa, V. (Veikko), Schwarz, P. E. (Peter E. H.), Shudiner, A. R. (Alan R.), Smit, J. H. (Jan H.), Sorensen, T. I. (Thorkild I. A.), Spector, T. D. (Timothy D.), Stefansson, K. (Kari), Stumvoll, M. (Michael), Tremblay, A. (Angelo), Tuomilehto, J. (Jaakko), Uitterlinden, A. G. (Andre G.), Uusitupa, M. (Matti), Voelker, U. (Uwe), Vollenweider, P. (Peter), Wareham, N. J. (Nicholas J.), Watkins, H. (Hugh), Wilson, J. F. (James F.), Zeggini, E. (Eleftheria), Abecasis, G. R. (Goncalo R.), Boehnke, M. (Michael), Borecki, I. B. (Ingrid B.), Deloukas, P. (Panos), van Duijn, C. M. (Cornelia M.), Fox, C. (Caroline), Groop, L. C. (Leif C.), Heid, I. M. (Iris M.), Hunter, D. J. (David J.), Kaplan, R. C. (Robert C.), McCarthy, M. I. (Mark I.), North, K. E. (Kari E.), O'Connell, J. R. (Jeffrey R.), Schlessinger, D. (David), Thorsteinsdottir, U. (Unnur), Strachan, D. P. (David P.), Frayling, T. (Timothy), Hirschhorn, J. N. (Joel N.), Mueller-Nurasyid, M. (Martina), and Loos, R. J. (Ruth J. F.)
Abstract: Large consortia have revealed hundreds of genetic loci associated with anthropometric traits, one trait at a time. We examined whether genetic variants affect body shape as a composite phenotype that is represented by a combination of anthropometric traits. We developed an approach that calculates averaged PCs (AvPCs) representing body shape derived from six anthropometric traits (body mass index, height, weight, waist and hip circumference, waist-to-hip ratio). The first four AvPCs explain >99% of the variability, are heritable, and associate with cardiometabolic outcomes. We performed genome-wide association analyses for each body shape composite phenotype across 65 studies and meta-analysed summary statistics. We identify six novel loci: LEMD2 and CD47 for AvPC1, RPS6KA5/C14orf159 and GANAB for AvPC3, and ARL15 and ANP32 for AvPC4. Our findings highlight the value of using multiple traits to define complex phenotypes for discovery, which are not captured by single-trait analyses, and may shed light onto new pathways.
Published: 2016

74. A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape

Author: Ried, JS, Jeff, JM, Chu, AY, Bragg-Gresham, JL, Dongen, J, Huffman, JE, Ahluwalia, TS, Cadby, G, Eklund, N, Eriksson, J, Esko, T, Feitosa, MF, Goel, A, Gorski, M, Hayward, C, Heard-Costa, NL, Jackson, AU, Jokinen, E, Kanoni, S, Kristiansson, K, Kutalik, Z, Lahti, J, Luan, JA, Magi, R, Mahajan, A, Mangino, M, Medina-Gomez, C, Monda, KL, Nolte, IM (Ilja), Perusse, L, Prokopenko, I, Qi, L, Rose, LM, Salvi, E, Smith, M T, Snieder, H, Stancakova, A, Sung, YJ, Tachmazidou, I, Teumer, A, Thorleifsson, G, van der Harst, P, Walker, RW, Wang, SR, Wild, SH, Willems, Sara M., Wong, A, Zhang, WH, Albrecht, E, Alves, AC, Bakker, SJL, Barlassina, C, Bartz, TM, Beilby, J, Bellis, C, Bergman, RN, Bergmann, S, Blangero, J, Bluher, M, Boerwinkle, E, Bonnycastle, LL, Bornstein, SR, Bruinenberg, M, Campbell, H, Chen, YDI, Chiang, CWK, Chines, PS, Collins, FS, Cucca, F, Cupples, LA, D'Avila, F, de Geus, EJC, Dedoussis, G, Dimitriou, M, Doring, A, Eriksson, JG, Farmaki, AE, Farrall, M, Ferreira, T, Fischer, K, Forouhi, NG, Friedrich, N, Gjesing, AP, Glorioso, N, Graff, M, Grallert, H, Grarup, N, Grassler, J, Grewal, J, Hamsten, A, Harder, MN, Hartman, CA, Hassinen, M, Hastie, N, Hattersley, AT, Havulinna, AS, Heliovaara, M, Hillege, H, Hofman, Bert, Holmen, O, Homuth, G, Hottenga, JJ (Jouke Jan), Hui, JN, Husemoen, LL, Hysi, PG, Isaacs, Aaron, Ittermann, T, Jalilzadeh, S, James, AL, Jorgensen, T, Jousilahti, P, Jula, A, Justesen, JM, Justice, AE, Kahonen, M, Karaleftheri, M, Khaw, KT, Keinanen-Kiukaanniemi, SM, Kinnunen, L, Knekt, PB, Koistinen, HA, Kolcic, I, Kooner, IK, Koskinen, S, Kovacs, P, Kyriakou, T, Laitinen, T, Langenberg, C, Lewin, AM, Lichtner, P, Lindgren, CM, Lindstrom, J, Linneberg, A, Lorbeer, R, Lorentzon, M, Luben, R, Lyssenko, V, Mannisto, S, Manunta, P, Leach, IM, McArdle, WL, McKnight, B, Mohlke, KL, Mihailov, E, Milani, L, Mills, R, Montasser, ME, Morris, AP, Muller, G, Musk, AW, Narisu, N, Ong, KK, Oostra, B, Osmond, C, Palotie, A, Pankow, JS, Paternoster, L, Penninx, BW, Pichler, I, Pilia, MG, Polasek, O, Pramstaller, PP, Raitakari, OT, Rankinen, T, Rao, DC, Rayner, NW, Ribel-Madsen, R, Rice, TK, Richards, M, Ridker, PM, Rivadeneira, Fernando, Ryan, KA, Sanna, S, Sarzynski, MA, Scholtens, s, Scott, RA, Sebert, S, Southam, L, Sparso, TH, Steinthorsdottir, V, Stirrups, K, Stolk, RP (Ronald), Strauch, K, Stringham, HM, Swertz, MA, Swift, AJ, Tonjes, A, Tsafantakis, E, van der Most, PJ, van Vliet-Ostaptchouk, JV, Vandenput, L, Vartiainen, E, Venturini, C, Verweij, N (Niek), Viikari, JS, Vitart, V, Vohl, MC, Vonk, JM, Waeber, G, Widen, E, Willemsen, G, Wilsgaard, T, Winkler, TW, Wright, AF, Yerges-Armstrong, LM, Zhao, JH, Zillikens, M.C., Boomsma, DI, Bouchard, C, Chambers, JC, Chasman, DI, Cusi, D, Gansevoort, RT, Gieger, C, Hansen, T, Hicks, AA, Hu, F, Hveem, K, Jarvelin, MR, Kajantie, E, Kooner, JS, Kuh, D, Kuusisto, J, Laakso, M, Lakka, TA, Lehtimaki, T, Metspalu, A, Njolstad, I, Ohlsson, C, Oldehinkel, Albertine J., Palmer, LJ, Pedersen, O, Perola, M, Peters, A, Psaty, BM, Puolijoki, H, Rauramaa, R, Rudan, I, Salomaa, V, Schwarz, PEH, Shudiner, A R, Smit, JH, Sorensen, TIA, Spector, TD, Stefansson, K, Stumvoll, M, Tremblay, A, Tuomilehto, J, Uitterlinden, André, Uusitupa, M, Volker, U, Vollenweider, P, Wareham, NJ, Watkins, H, Wilson, JF, Zeggini, E, Abecasis, GR, Boehnke, M, Borecki, IB, Deloukas, P, Duijn, Cornelia, Fox, C, Groop, LC, Heid, IM, Hunter, DJ, Kaplan, RC, McCarthy, MI, North, KE, O'Connell, JR, Schlessinger, D, Thorsteinsdottir, U, Strachan, DP, Frayling, T, Hirschhorn, JN, Muller-Nurasyid, M, Loos, RJF, Ried, JS, Jeff, JM, Chu, AY, Bragg-Gresham, JL, Dongen, J, Huffman, JE, Ahluwalia, TS, Cadby, G, Eklund, N, Eriksson, J, Esko, T, Feitosa, MF, Goel, A, Gorski, M, Hayward, C, Heard-Costa, NL, Jackson, AU, Jokinen, E, Kanoni, S, Kristiansson, K, Kutalik, Z, Lahti, J, Luan, JA, Magi, R, Mahajan, A, Mangino, M, Medina-Gomez, C, Monda, KL, Nolte, IM (Ilja), Perusse, L, Prokopenko, I, Qi, L, Rose, LM, Salvi, E, Smith, M T, Snieder, H, Stancakova, A, Sung, YJ, Tachmazidou, I, Teumer, A, Thorleifsson, G, van der Harst, P, Walker, RW, Wang, SR, Wild, SH, Willems, Sara M., Wong, A, Zhang, WH, Albrecht, E, Alves, AC, Bakker, SJL, Barlassina, C, Bartz, TM, Beilby, J, Bellis, C, Bergman, RN, Bergmann, S, Blangero, J, Bluher, M, Boerwinkle, E, Bonnycastle, LL, Bornstein, SR, Bruinenberg, M, Campbell, H, Chen, YDI, Chiang, CWK, Chines, PS, Collins, FS, Cucca, F, Cupples, LA, D'Avila, F, de Geus, EJC, Dedoussis, G, Dimitriou, M, Doring, A, Eriksson, JG, Farmaki, AE, Farrall, M, Ferreira, T, Fischer, K, Forouhi, NG, Friedrich, N, Gjesing, AP, Glorioso, N, Graff, M, Grallert, H, Grarup, N, Grassler, J, Grewal, J, Hamsten, A, Harder, MN, Hartman, CA, Hassinen, M, Hastie, N, Hattersley, AT, Havulinna, AS, Heliovaara, M, Hillege, H, Hofman, Bert, Holmen, O, Homuth, G, Hottenga, JJ (Jouke Jan), Hui, JN, Husemoen, LL, Hysi, PG, Isaacs, Aaron, Ittermann, T, Jalilzadeh, S, James, AL, Jorgensen, T, Jousilahti, P, Jula, A, Justesen, JM, Justice, AE, Kahonen, M, Karaleftheri, M, Khaw, KT, Keinanen-Kiukaanniemi, SM, Kinnunen, L, Knekt, PB, Koistinen, HA, Kolcic, I, Kooner, IK, Koskinen, S, Kovacs, P, Kyriakou, T, Laitinen, T, Langenberg, C, Lewin, AM, Lichtner, P, Lindgren, CM, Lindstrom, J, Linneberg, A, Lorbeer, R, Lorentzon, M, Luben, R, Lyssenko, V, Mannisto, S, Manunta, P, Leach, IM, McArdle, WL, McKnight, B, Mohlke, KL, Mihailov, E, Milani, L, Mills, R, Montasser, ME, Morris, AP, Muller, G, Musk, AW, Narisu, N, Ong, KK, Oostra, B, Osmond, C, Palotie, A, Pankow, JS, Paternoster, L, Penninx, BW, Pichler, I, Pilia, MG, Polasek, O, Pramstaller, PP, Raitakari, OT, Rankinen, T, Rao, DC, Rayner, NW, Ribel-Madsen, R, Rice, TK, Richards, M, Ridker, PM, Rivadeneira, Fernando, Ryan, KA, Sanna, S, Sarzynski, MA, Scholtens, s, Scott, RA, Sebert, S, Southam, L, Sparso, TH, Steinthorsdottir, V, Stirrups, K, Stolk, RP (Ronald), Strauch, K, Stringham, HM, Swertz, MA, Swift, AJ, Tonjes, A, Tsafantakis, E, van der Most, PJ, van Vliet-Ostaptchouk, JV, Vandenput, L, Vartiainen, E, Venturini, C, Verweij, N (Niek), Viikari, JS, Vitart, V, Vohl, MC, Vonk, JM, Waeber, G, Widen, E, Willemsen, G, Wilsgaard, T, Winkler, TW, Wright, AF, Yerges-Armstrong, LM, Zhao, JH, Zillikens, M.C., Boomsma, DI, Bouchard, C, Chambers, JC, Chasman, DI, Cusi, D, Gansevoort, RT, Gieger, C, Hansen, T, Hicks, AA, Hu, F, Hveem, K, Jarvelin, MR, Kajantie, E, Kooner, JS, Kuh, D, Kuusisto, J, Laakso, M, Lakka, TA, Lehtimaki, T, Metspalu, A, Njolstad, I, Ohlsson, C, Oldehinkel, Albertine J., Palmer, LJ, Pedersen, O, Perola, M, Peters, A, Psaty, BM, Puolijoki, H, Rauramaa, R, Rudan, I, Salomaa, V, Schwarz, PEH, Shudiner, A R, Smit, JH, Sorensen, TIA, Spector, TD, Stefansson, K, Stumvoll, M, Tremblay, A, Tuomilehto, J, Uitterlinden, André, Uusitupa, M, Volker, U, Vollenweider, P, Wareham, NJ, Watkins, H, Wilson, JF, Zeggini, E, Abecasis, GR, Boehnke, M, Borecki, IB, Deloukas, P, Duijn, Cornelia, Fox, C, Groop, LC, Heid, IM, Hunter, DJ, Kaplan, RC, McCarthy, MI, North, KE, O'Connell, JR, Schlessinger, D, Thorsteinsdottir, U, Strachan, DP, Frayling, T, Hirschhorn, JN, Muller-Nurasyid, M, and Loos, RJF
Published: 2016

75. Correction: The influence of age and sex on genetic associations with adult body size and shape : a large-scale genome-wide interaction study.

Author: Winkler, T.W., Justice, A.E., Graff, M., Barata, L., Feitosa, M.F., Chu, S., Czajkowski, J., Esko, T., Fall, T., Kilpeläinen, T.O., Lu, Y., Mägi, R., Mihailov, E., Pers, T.H., Rüeger, S., Teumer, A., Ehret, G.B., Ferreira, T., Heard-Costa, N.L., Karjalainen, J., Lagou, V., Mahajan, A., Neinast, M.D., Prokopenko, I., Simino, J., Teslovich, T.M., Jansen, R., Westra, H.J., White, C.C., Absher, D., Ahluwalia, T.S., Ahmad, S., Albrecht, E., Alves, A.C., Bragg-Gresham, J.L., de Craen, A.J., Bis, J.C., Bonnefond, A., Boucher, G., Cadby, G., Cheng, Y.C., Chiang, C.W., Delgado, G., Demirkan, A., Dueker, N., Eklund, N., Eiriksdottir, G., Eriksson, J., Feenstra, B., Fischer, K., Frau, F., Galesloot, T.E., Geller, F., Goel, A., Gorski, M., Grammer, T.B., Gustafsson, S., Haitjema, S., Hottenga, J.J., Huffman, J.E., Jackson, A.U., Jacobs, K.B., Johansson, Å., Kaakinen, M., Kleber, M.E., Lahti, J., Mateo Leach, I., Lehne, B., Liu, Y., Lo, K.S., Lorentzon, M., Luan, J., Madden, P.A., Mangino, M., McKnight, B., Medina-Gomez, C., Monda, K.L., Montasser, M.E., Müller, G., Müller-Nurasyid, M., Nolte, I.M., Panoutsopoulou, K., Pascoe, L., Paternoster, L., Rayner, N.W., Renström, F., Rizzi, F., Rose, L.M., Ryan, K.A., Salo, P., Sanna, S., Scharnagl, H., Shi, J., Smith, A.V., Southam, L., Stančáková, A., Steinthorsdottir, V., Strawbridge, R.J., Sung, Y.J., Tachmazidou, I., Tanaka, T., Thorleifsson, G., Trompet, S., Pervjakova, N., Tyrer, J.P., Vandenput, L., van der Laan, S.W., van der Velde, N., van Setten, J., van Vliet-Ostaptchouk, J.V., Verweij, N., Vlachopoulou, E., Waite, L.L., Wang, S.R., Wang, Z., Wild, S.H., Willenborg, C., Wilson, J.F., Wong, A., Yang, J., Yengo, L., Yerges-Armstrong, L.M., Yu, L., Zhang, W., Zhao, J.H., Andersson, E.A., Bakker, S.J., Baldassarre, D., Banasik, K., Barcella, M., Barlassina, C., Bellis, C., Benaglio, P., Blangero, J., Blüher, M., Bonnet, F., Bonnycastle, L.L., Boyd, H.A., Bruinenberg, M., Buchman, A.S., Campbell, H., Chen, Y.I., Chines, P.S., Claudi-Boehm, S., Cole, J., Collins, F.S., de Geus, E.J., de Groot, L.C., Dimitriou, M., Duan, J., Enroth, S., Eury, E., Farmaki, A.E., Forouhi, N.G., Friedrich, N., Gejman, P.V., Gigante, B., Glorioso, N., Go, A.S., Gottesman, O., Gräßler, J., Grallert, H., Grarup, N., Gu, Y.M., Broer, L., Ham, A.C., Hansen, T., Harris, T.B., Hartman, C.A., Hassinen, M., Hastie, N., Hattersley, A.T., Heath, A.C., Henders, A.K., Hernandez, D., Hillege, H., Holmen, O., Hovingh, K.G., Hui, J., Husemoen, L.L., Hutri-Kähönen, N., Hysi, P.G., Illig, T., De Jager, P.L., Jalilzadeh, S., Jørgensen, T., Jukema, J.W., Juonala, M., Kanoni, S., Karaleftheri, M., Khaw, K.T., Kinnunen, L., Kittner, S.J., Koenig, W., Kolcic, I., Kovacs, P., Krarup, N.T., Kratzer, W., Krüger, J., Kuh, D., Kumari, M., Kyriakou, T., Langenberg, C., Lannfelt, L., Lanzani, C., Lotay, V., Launer, L.J., Leander, K., Lindström, J., Linneberg, A., Liu, Y.P., Lobbens, S., Luben, R., Lyssenko, V., Männistö, S., Magnusson, P.K., McArdle, W.L., Menni, C., Merger, S., Milani, L., Montgomery, G.W., Morris, A.P., Narisu, N., Nelis, M., Ong, K.K., Palotie, A., Pérusse, L., Pichler, I., Pilia, M.G., Pouta, A., Rheinberger, M., Ribel-Madsen, R., Richards, M., Rice, K.M., Rice, T.K., Rivolta, C., Salomaa, V., Sanders, A.R., Sarzynski, M.A., Scholtens, S., Scott, R.A., Scott, W.R., Sebert, S., Sengupta, S., Sennblad, B., Seufferlein, T., Silveira, A., Slagboom, P.E., Smit, J.H., Sparsø, T.H., Stirrups, K., Stolk, R.P., Stringham, H.M., Swertz, M.A., Swift, A.J., Syvänen, A.C., Tan, S.T., Thorand, B., Tönjes, A., Tremblay, A., Tsafantakis, E., van der Most, P.J., Völker, U., Vohl, M.C., Vonk, J.M., Waldenberger, M., Walker, R.W., Wennauer, R., Widén, E., Willemsen, G., Wilsgaard, T., Wright, A.F., Zillikens, M.C., van Dijk, S.C., van Schoor, N.M., Asselbergs, F.W., de Bakker, P.I., Beckmann, J.S., Beilby, J., Bennett, D.A., Bergman, R.N., Bergmann, S., Böger, C.A., Boehm, B.O., Boerwinkle, E., Boomsma, D.I., Bornstein, S.R., Bottinger, E.P., Bouchard, C., Chambers, J.C., Chanock, S.J., Chasman, D.I., Cucca, F., Cusi, D., Dedoussis, G., Erdmann, J., Eriksson, J.G., Evans, D.A., de Faire, U., Farrall, M., Ferrucci, L., Ford, I., Franke, L., Franks, P.W., Froguel, P., Gansevoort, R.T., Gieger, C., Grönberg, H., Gudnason, V., Gyllensten, U., Hall, P., Hamsten, A., van der Harst, P., Hayward, C., Heliövaara, M., Hengstenberg, C., Hicks, A.A., Hingorani, A., Hofman, A., Hu, F., Huikuri, H.V., Hveem, K., James, A.L., Jordan, J.M., Jula, A., Kähönen, M., Kajantie, E., Kathiresan, S., Kiemeney, L.A., Kivimaki, M., Knekt, P.B., Koistinen, H.A., Kooner, J.S., Koskinen, S., Kuusisto, J., Maerz, W., Martin, N.G., Laakso, M., Lakka, T.A., Lehtimäki, T., Lettre, G., Levinson, D.F., Lind, L., Lokki, M.L., Mäntyselkä, P., Melbye, M., Metspalu, A., Mitchell, B.D., Moll, F.L., Murray, J.C., Musk, A.W., Nieminen, M.S., Njølstad, I., Ohlsson, C., Oldehinkel, A.J., Oostra, B.A., Palmer, L.J., Pankow, J.S., Pasterkamp, G., Pedersen, N.L., Pedersen, O., Penninx, B.W., Perola, M., Peters, A., Polaek, O., Pramstaller, P.P., Psaty, B.M., Qi, L., Quertermous, T., Raitakari, O.T., Rankinen, T., Rauramaa, R., Ridker, P.M., Rioux, J.D., Rivadeneira, F., Rotter, J.I., Rudan, I., den Ruijter, H.M., Saltevo, J., Sattar, N., Schunkert, H., Schwarz, P.E., Shuldiner, A.R., Sinisalo, J., Snieder, H., Sørensen, T.I., Spector, T.D., Staessen, J.A., Stefania, B., Thorsteinsdottir, U., Stumvoll, M., Tardif, J.C., Tremoli, E., Tuomilehto, J., Uitterlinden, A.G., Uusitupa, M., Verbeek, A.L., Vermeulen, S.H., Viikari, J.S., Vitart, V., Völzke, H., Vollenweider, P., Waeber, G., Walker, M., Wallaschofski, H., Wareham, N.J., Watkins, H., Zeggini, E., arcOGEN, Consortium, CHARGE, Consortium, DIAGRAM, Consortium, GLGC, Consortium, Global-BPGen, Consortium, ICBP, Consortium, MAGIC, Consortium, Chakravarti, A., Clegg, D.J., Cupples, L.A., Gordon-Larsen, P., Jaquish, C.E., Rao, D.C., Abecasis, G.R., Assimes, T.L., Barroso, I., Berndt, S.I., Boehnke, M., Deloukas, P., Fox, C.S., Groop, L.C., Hunter, D.J., Ingelsson, E., Kaplan, R.C., McCarthy, M.I., Mohlke, K.L., O'Connell, J.R., Schlessinger, D., Strachan, D.P., Stefansson, K., van Duijn, C.M., Hirschhorn, J.N., Lindgren, C.M., Heid, I.M., North, K.E., Borecki, I.B., Kutalik, Z., Loos, R.J., Winkler, T.W., Justice, A.E., Graff, M., Barata, L., Feitosa, M.F., Chu, S., Czajkowski, J., Esko, T., Fall, T., Kilpeläinen, T.O., Lu, Y., Mägi, R., Mihailov, E., Pers, T.H., Rüeger, S., Teumer, A., Ehret, G.B., Ferreira, T., Heard-Costa, N.L., Karjalainen, J., Lagou, V., Mahajan, A., Neinast, M.D., Prokopenko, I., Simino, J., Teslovich, T.M., Jansen, R., Westra, H.J., White, C.C., Absher, D., Ahluwalia, T.S., Ahmad, S., Albrecht, E., Alves, A.C., Bragg-Gresham, J.L., de Craen, A.J., Bis, J.C., Bonnefond, A., Boucher, G., Cadby, G., Cheng, Y.C., Chiang, C.W., Delgado, G., Demirkan, A., Dueker, N., Eklund, N., Eiriksdottir, G., Eriksson, J., Feenstra, B., Fischer, K., Frau, F., Galesloot, T.E., Geller, F., Goel, A., Gorski, M., Grammer, T.B., Gustafsson, S., Haitjema, S., Hottenga, J.J., Huffman, J.E., Jackson, A.U., Jacobs, K.B., Johansson, Å., Kaakinen, M., Kleber, M.E., Lahti, J., Mateo Leach, I., Lehne, B., Liu, Y., Lo, K.S., Lorentzon, M., Luan, J., Madden, P.A., Mangino, M., McKnight, B., Medina-Gomez, C., Monda, K.L., Montasser, M.E., Müller, G., Müller-Nurasyid, M., Nolte, I.M., Panoutsopoulou, K., Pascoe, L., Paternoster, L., Rayner, N.W., Renström, F., Rizzi, F., Rose, L.M., Ryan, K.A., Salo, P., Sanna, S., Scharnagl, H., Shi, J., Smith, A.V., Southam, L., Stančáková, A., Steinthorsdottir, V., Strawbridge, R.J., Sung, Y.J., Tachmazidou, I., Tanaka, T., Thorleifsson, G., Trompet, S., Pervjakova, N., Tyrer, J.P., Vandenput, L., van der Laan, S.W., van der Velde, N., van Setten, J., van Vliet-Ostaptchouk, J.V., Verweij, N., Vlachopoulou, E., Waite, L.L., Wang, S.R., Wang, Z., Wild, S.H., Willenborg, C., Wilson, J.F., Wong, A., Yang, J., Yengo, L., Yerges-Armstrong, L.M., Yu, L., Zhang, W., Zhao, J.H., Andersson, E.A., Bakker, S.J., Baldassarre, D., Banasik, K., Barcella, M., Barlassina, C., Bellis, C., Benaglio, P., Blangero, J., Blüher, M., Bonnet, F., Bonnycastle, L.L., Boyd, H.A., Bruinenberg, M., Buchman, A.S., Campbell, H., Chen, Y.I., Chines, P.S., Claudi-Boehm, S., Cole, J., Collins, F.S., de Geus, E.J., de Groot, L.C., Dimitriou, M., Duan, J., Enroth, S., Eury, E., Farmaki, A.E., Forouhi, N.G., Friedrich, N., Gejman, P.V., Gigante, B., Glorioso, N., Go, A.S., Gottesman, O., Gräßler, J., Grallert, H., Grarup, N., Gu, Y.M., Broer, L., Ham, A.C., Hansen, T., Harris, T.B., Hartman, C.A., Hassinen, M., Hastie, N., Hattersley, A.T., Heath, A.C., Henders, A.K., Hernandez, D., Hillege, H., Holmen, O., Hovingh, K.G., Hui, J., Husemoen, L.L., Hutri-Kähönen, N., Hysi, P.G., Illig, T., De Jager, P.L., Jalilzadeh, S., Jørgensen, T., Jukema, J.W., Juonala, M., Kanoni, S., Karaleftheri, M., Khaw, K.T., Kinnunen, L., Kittner, S.J., Koenig, W., Kolcic, I., Kovacs, P., Krarup, N.T., Kratzer, W., Krüger, J., Kuh, D., Kumari, M., Kyriakou, T., Langenberg, C., Lannfelt, L., Lanzani, C., Lotay, V., Launer, L.J., Leander, K., Lindström, J., Linneberg, A., Liu, Y.P., Lobbens, S., Luben, R., Lyssenko, V., Männistö, S., Magnusson, P.K., McArdle, W.L., Menni, C., Merger, S., Milani, L., Montgomery, G.W., Morris, A.P., Narisu, N., Nelis, M., Ong, K.K., Palotie, A., Pérusse, L., Pichler, I., Pilia, M.G., Pouta, A., Rheinberger, M., Ribel-Madsen, R., Richards, M., Rice, K.M., Rice, T.K., Rivolta, C., Salomaa, V., Sanders, A.R., Sarzynski, M.A., Scholtens, S., Scott, R.A., Scott, W.R., Sebert, S., Sengupta, S., Sennblad, B., Seufferlein, T., Silveira, A., Slagboom, P.E., Smit, J.H., Sparsø, T.H., Stirrups, K., Stolk, R.P., Stringham, H.M., Swertz, M.A., Swift, A.J., Syvänen, A.C., Tan, S.T., Thorand, B., Tönjes, A., Tremblay, A., Tsafantakis, E., van der Most, P.J., Völker, U., Vohl, M.C., Vonk, J.M., Waldenberger, M., Walker, R.W., Wennauer, R., Widén, E., Willemsen, G., Wilsgaard, T., Wright, A.F., Zillikens, M.C., van Dijk, S.C., van Schoor, N.M., Asselbergs, F.W., de Bakker, P.I., Beckmann, J.S., Beilby, J., Bennett, D.A., Bergman, R.N., Bergmann, S., Böger, C.A., Boehm, B.O., Boerwinkle, E., Boomsma, D.I., Bornstein, S.R., Bottinger, E.P., Bouchard, C., Chambers, J.C., Chanock, S.J., Chasman, D.I., Cucca, F., Cusi, D., Dedoussis, G., Erdmann, J., Eriksson, J.G., Evans, D.A., de Faire, U., Farrall, M., Ferrucci, L., Ford, I., Franke, L., Franks, P.W., Froguel, P., Gansevoort, R.T., Gieger, C., Grönberg, H., Gudnason, V., Gyllensten, U., Hall, P., Hamsten, A., van der Harst, P., Hayward, C., Heliövaara, M., Hengstenberg, C., Hicks, A.A., Hingorani, A., Hofman, A., Hu, F., Huikuri, H.V., Hveem, K., James, A.L., Jordan, J.M., Jula, A., Kähönen, M., Kajantie, E., Kathiresan, S., Kiemeney, L.A., Kivimaki, M., Knekt, P.B., Koistinen, H.A., Kooner, J.S., Koskinen, S., Kuusisto, J., Maerz, W., Martin, N.G., Laakso, M., Lakka, T.A., Lehtimäki, T., Lettre, G., Levinson, D.F., Lind, L., Lokki, M.L., Mäntyselkä, P., Melbye, M., Metspalu, A., Mitchell, B.D., Moll, F.L., Murray, J.C., Musk, A.W., Nieminen, M.S., Njølstad, I., Ohlsson, C., Oldehinkel, A.J., Oostra, B.A., Palmer, L.J., Pankow, J.S., Pasterkamp, G., Pedersen, N.L., Pedersen, O., Penninx, B.W., Perola, M., Peters, A., Polaek, O., Pramstaller, P.P., Psaty, B.M., Qi, L., Quertermous, T., Raitakari, O.T., Rankinen, T., Rauramaa, R., Ridker, P.M., Rioux, J.D., Rivadeneira, F., Rotter, J.I., Rudan, I., den Ruijter, H.M., Saltevo, J., Sattar, N., Schunkert, H., Schwarz, P.E., Shuldiner, A.R., Sinisalo, J., Snieder, H., Sørensen, T.I., Spector, T.D., Staessen, J.A., Stefania, B., Thorsteinsdottir, U., Stumvoll, M., Tardif, J.C., Tremoli, E., Tuomilehto, J., Uitterlinden, A.G., Uusitupa, M., Verbeek, A.L., Vermeulen, S.H., Viikari, J.S., Vitart, V., Völzke, H., Vollenweider, P., Waeber, G., Walker, M., Wallaschofski, H., Wareham, N.J., Watkins, H., Zeggini, E., arcOGEN, Consortium, CHARGE, Consortium, DIAGRAM, Consortium, GLGC, Consortium, Global-BPGen, Consortium, ICBP, Consortium, MAGIC, Consortium, Chakravarti, A., Clegg, D.J., Cupples, L.A., Gordon-Larsen, P., Jaquish, C.E., Rao, D.C., Abecasis, G.R., Assimes, T.L., Barroso, I., Berndt, S.I., Boehnke, M., Deloukas, P., Fox, C.S., Groop, L.C., Hunter, D.J., Ingelsson, E., Kaplan, R.C., McCarthy, M.I., Mohlke, K.L., O'Connell, J.R., Schlessinger, D., Strachan, D.P., Stefansson, K., van Duijn, C.M., Hirschhorn, J.N., Lindgren, C.M., Heid, I.M., North, K.E., Borecki, I.B., Kutalik, Z., and Loos, R.J.
Abstract: This corrects the article DOI: 10.1371/journal.pgen.1005378.
Published: 2016

76. SNP haplotypes in the angiotensin I-converting enzyme (ACE): analysis of Nigerian family data using gamete competition models

Author: McKenzie, C.A., Adeyemo, A., Sinsheimer, J.S., Bouzekri, N., Southam, L., Hugill, A., Zhu, X., Forrester, T.E., Cooper, R., Cox, R.D., and Lathrop, G.M.
Subjects: Human genetics -- Research, Haplotypes -- Genetic aspects, Angiotensin -- Genetic aspects, Enzymes -- Genetic aspects, Biological sciences
Published: 2001

77. A genome-wide association study of anorexia nervosa

Author: Boraska, V. Franklin, C.S. Floyd, J.A.B. Thornton, L.M. Huckins, L.M. Southam, L. Rayner, N.W. Tachmazidou, I. Klump, K.L. Treasure, J. Lewis, C.M. Schmidt, U. Tozzi, F. Kiezebrink, K. Hebebrand, J. Gorwood, P. Adan, R.A.H. Kas, M.J.H. Favaro, A. Santonastaso, P. Fernández-Aranda, F. Gratacos, M. Rybakowski, F. Dmitrzak-Weglarz, M. Kaprio, J. Keski-Rahkonen, A. Raevuori, A. Van Furth, E.F. Slof-Op 't Landt, M.C.T. Hudson, J.I. Reichborn-Kjennerud, T. Knudsen, G.P.S. Monteleone, P. Kaplan, A.S. Karwautz, A. Hakonarson, H. Berrettini, W.H. Guo, Y. Li, D. Schork, N.J. Komaki, G. Ando, T. Inoko, H. Esko, T. Fischer, K. Männik, K. Metspalu, A. Baker, J.H. Cone, R.D. Dackor, J. DeSocio, J.E. Hilliard, C.E. O'Toole, J.K. Pantel, J. Szatkiewicz, J.P. Taico, C. Zerwas, S. Trace, S.E. Davis, O.S.P. Helder, S. Bühren, K. Burghardt, R. De Zwaan, M. Egberts, K. Ehrlich, S. Herpertz-Dahlmann, B. Herzog, W. Imgart, H. Scherag, A. Scherag, S. Zipfel, S. Boni, C. Ramoz, N. Versini, A. Brandys, M.K. Danner, U.N. De Kovel, C. Hendriks, J. Koeleman, B.P.C. Ophoff, R.A. Strengman, E. Van Elburg, A.A. Bruson, A. Clementi, M. Degortes, D. Forzan, M. Tenconi, E. Docampo, E. Escaramís, G. Jiménez-Murcia, S. Lissowska, J. Rajewski, A. Szeszenia-Dabrowska, N. Slopien, A. Hauser, J. Karhunen, L. Meulenbelt, I. Slagboom, P.E. Tortorella, A. Maj, M. Dedoussis, G. Dikeos, D. Gonidakis, F. Tziouvas, K. Tsitsika, A. Papezova, H. Slachtova, L. Martaskova, D. Kennedy, J.L. Levitan, R.D. Yilmaz, Z. Huemer, J. Koubek, D. Merl, E. Wagner, G. Lichtenstein, P. Breen, G. Cohen-Woods, S. Farmer, A. McGuffin, P. Cichon, S. Giegling, I. Herms, S. Rujescu, D. Schreiber, S. Wichmann, H.-E. Dina, C. Sladek, R. Gambaro, G. Soranzo, N. Julia, A. Marsal, S. Rabionet, R. Gaborieau, V. Dick, D.M. Palotie, A. Ripatti, S. Widén, E. Andreassen, O.A. Espeseth, T. Lundervold, A. Reinvang, I. Steen, V.M. Le Hellard, S. Mattingsdal, M. Ntalla, I. Bencko, V. Foretova, L. Janout, V. Navratilova, M. Gallinger, S. Pinto, D. Scherer, S.W. Aschauer, H. Carlberg, L. Schosser, A. Alfredsson, L. Ding, B. Klareskog, L. Padyukov, L. Courtet, P. Guillaume, S. Jaussent, I. Finan, C. Kalsi, G. Roberts, M. Logan, D.W. Peltonen, L. Ritchie, G.R.S. Barrett, J.C. Anderson, C.A. McGinnis, R. Zeggini, E. Sambrook, J. Stephens, J. Ouwehand, W.H. McArdle, W.L. Ring, S.M. Strachan, D.P. Alexander, G. Bulik, C.M. Collier, D.A. Conlon, P.J. Dominiczak, A. Duncanson, A. Hill, A. Langford, C. Lord, G. Maxwell, A.P. Morgan, L. Sandford, R.N. Sheerin, N. Vannberg, F.O. Blackburn, H. Chen, W.-M. Edkins, S. Gillman, M. Gray, E. Hunt, S.E. Onengut-Gumuscu, S. Potter, S. Rich, S.S. Simpkin, D. Whittaker, P. Estivill, X. Hinney, A. Sullivan, P.F. The Wellcome Trust Case Control Consortium 3
Abstract: Anorexia nervosa (AN) is a complex and heritable eating disorder characterized by dangerously low body weight. Neither candidate gene studies nor an initial genome-wide association study (GWAS) have yielded significant and replicated results. We performed a GWAS in 2907 cases with AN from 14 countries (15 sites) and 14 860 ancestrally matched controls as part of the Genetic Consortium for AN (GCAN) and the Wellcome Trust Case Control Consortium 3 (WTCCC3). Individual association analyses were conducted in each stratum and meta-analyzed across all 15 discovery data sets. Seventy-six (72 independent) single nucleotide polymorphisms were taken forward for in silico (two data sets) or de novo (13 data sets) replication genotyping in 2677 independent AN cases and 8629 European ancestry controls along with 458 AN cases and 421 controls from Japan. The final global meta-analysis across discovery and replication data sets comprised 5551 AN cases and 21 080 controls. AN subtype analyses (1606 AN restricting; 1445 AN binge-purge) were performed. No findings reached genome-wide significance. Two intronic variants were suggestively associated: rs9839776 (P = 3.01 × 10-7) in SOX2OT and rs17030795 (P = 5.84 × 10-6) in PPP3CA. Two additional signals were specific to Europeans: rs1523921 (P = 5.76 × 10-6) between CUL3 and FAM124B and rs1886797 (P = 8.05 × 10-6) near SPATA13. Comparing discovery with replication results, 76% of the effects were in the same direction, an observation highly unlikely to be due to chance (P = 4 × 10-6), strongly suggesting that true findings exist but our sample, the largest yet reported, was underpowered for their detection. The accrual of large genotyped AN case-control samples should be an immediate priority for the field. © 2014 Macmillan Publishers Limited All rights reserved.
Published: 2014

78. Using ancestry-informative markers to identify fine structure across 15 populations of European origin

Author: Huckins, Laura M, Boraska, Vesna, Southam, L, Karhunen, L, Meulenbelt, I, Slagboom, P E, Tortorella, A, Maj, M, Dedoussis, G, Dikeos, D, Gonidakis, F, Tziouvas, K, Tsitsika, A, Rayner, N William, Papezova, H, Slachtova, L, Martaskova, D, Kennedy, J L, Levitan, R D, Yilmaz, Z, Huemer, J, Koubek, D, Merl, E, Wagner, G, Tachmazidou, I, Lichtenstein, P, Breen, G, Cohen-Woods, S, Farmer, A, McGuffin, P, Cichon, Sven, Giegling, I, Herms, S, Rujescu, D, Schreiber, S, Klump, K L, Wichmann, H-E, Dina, C, Sladek, R, Gambaro, G, Soranzo, N, Julia, A, Marsal, S, Rabionet, R a, Gaborieau, V, Dick, D M, Treasure, J, Palotie, A, Ripatti, S, Widén, E, Andreassen, O A, Espeseth, T, Lundervold, A, Reinvang, I, Steen, V M, Hellard, S Le, Mattingsda, M, Lewis, C M, Ntalla, I, Bencko, V, Foretova, L, Janout, V, Navratilova, M, Gallinger, S, Pinto, D, Scherer, S W, Aschauer, H, Carlberg, L, Schmidt, U, Schosser, A, Alfredsson, L, Ding, B, Klareskog, L, Padyukov, L, Finan, C, Kalsi, G, Roberts, M, Logan, D W, Peltonen, L, Tozzi, F, Ritchie, G R S, Courtet, P, Guillame, S, Jaussent, I, Barrett, J C, Estivill, X, Hinney, A, Sullivan, P F, Collier, D A, Zeggini, E, Kiezebrink, K, Bulik, C M, Anderson, Carl A, Barrett, Jeffrey C, Floyd, James AB, Franklin, Christopher S, McGinnis, Ralph, Soranzo, Nicole, Zeggini, Eleftheria, Sambrook, Jennifer, Stephens, Jonathan, Hebebrand, J, Ouwehand, Willem H, McArdle, Wendy L, Ring, Susan M, Strachan, David P, Alexander, Graeme, Bulik, Cynthia M, Collier, David A, Conlon, Peter J, Dominiczak, Anna, Duncanson, Audrey, Gorwood, P, Hill, Adrian, Langford, Cordelia, Lord, Graham, Maxwell, Alexander P, Morgan, Linda, Peltonen, Leena, Sandford, Richard N, Sheerin, Neil, Vannberg, Fredrik O, Adan, R A H, Genotyping, D N A, Blackburn, Hannah, Chen, Wei-Min, Edkins, Sarah, Gillman, Mathew, Gray, Emma, Hunt, Sarah E, nengut-Gumuscu, Suna, Kas, M J H, Potter, Simon, Rich, Stephen S, Simpkin, Douglas, Whittaker, Pamela, Sullivan, Patrick F, Tyler-Smith, Chris, Tachmazidou, Ioanna, avaro, A F, Santonastaso, P, Fernández-Aranda, F, Gratacos, M, Rybakowski, F, Dmitrzak-Weglarz, M, Kaprio, J, Floyd, James A B, Keski-Rahkonen, A, Raevuori, A, Van Furth, E F, Slof-Op t Landt, M C T, Hudson, J I, Reichborn-Kjennerud, T, Knudsen, G P S, Monteleone, P, Kaplan, A S, Karwautz, A, Southam, Lorraine, Hakonarson, H, Berrettini, W H, Guo, Y, Li, D, Schork, N J, Komaki, G, Ando, T, Inoko, H, Esko, T, Fischer, K, Boraska, V, Männik, K, Metspalu, A, Baker, J H, Cone, R D, Dackor, J, DeSocio, J E, Hilliard, C E, O'Toole, J K, Pantel, J, Szatkiewicz, J P, Franklin, C S, Taico, C, Zerwas, S, Trace, S E, Davis, O S P, Helder, S, Bühren, K, Burghardt, R, de Zwaan, M, Egberts, K, Ehrlich, S, Floyd, J A B, Herpertz-Dahlmann, B, Herzog, W, Imgart, H, Scherag, A, Scherag, S, Zipfel, S, Boni, C, Ramoz, N, Versini, A, Brandys, M K, Thornton, L M, Danner, U N, de Kove, C, Hendriks, J, Koeleman, B P C, Ophoff, R A, Strengman, E, van Elburg, A A, Bruson, A, Clementi, M, Degortes, D, Huckins, L M, Forzan, M, Tenconi, E, Docampo, E, Escaramís, G, Jiménez-Murcia, S, Lissowska, J, Rajewski, A, Szeszenia-Dabrowska, N, Slopien, A, Hauser, J, Huckins, Laura M., Boraska, Vesna, Franklin, Christopher S., Floyd, J. A. B., Southam, Lorraine, Sullivan, P. F., Bulik, Cynthia M, Collier, David A, Tyler-Smith, Chri, Zeggini, Eleftheria, Tachmazidou, Ioanna, Thornton, L. M., William Rayner, N., Klump, K. L., Lewis, C. M., Schmidt, U., Tozzi, F., Kiezebrink, K., Hebebrand, J., Gorwood, P., Adan, R. A. H., Kas, M. J. H., Favaro, A., Santonastaso, P., Fernández-Aranda, F., Gratacos, M., Rybakowski, F., Dmitrzak-Weglarz, M., Kaprio, J., Raevuori, A., Van Furth, E. F., Slof-Op t Landt, M. C. T., Hudson, J. I., Reichborn-Kjennerud, T., Knudsen, G. P. S., Monteleone, P., Kaplan, A. S., Karwautz, A., Hakonarson, H., Berrettini, W. H., Guo, Y., Li, D., Schork, N. J., Komaki, G., Ando, T., Inoko, H., Esko, T., Fischer, K., Männik, K., Metspalu, A., Baker, J. H., Davis, O. S. P., Dackor, J., Desocio, J. E., Hilliard, C. E., O'Toole, J. K., Pantel, J., Szatkiewicz, J. P., Taico, C., Zerwas, S., Trace, S. E., Helder, S., Bühren, K., Burghardt, R., de Zwaan, M., Egberts, K., Ehrlich, S., Herpertz-Dahlmann, B., Herzog, W., Imgart, H., Scherag, A., Zipfel, S., Boni, C., Ramoz, N., Versini, A., Brandys, M. K., Danner, U. N., de Kovel, C., Hendriks, J., Koeleman, B. P. C., Ophoff, R. A., Strengman, E., van Elburg, A. A., Bruson, A., Clementi, M., Degortes, D., Forzan, M., Docampo, E., Escaramís, G., Jiménez-Murcia, S., Lissowska, J., Rajewski, A., Szeszenia-Dabrowska, N., Slopien, A., Hauser, J., Karhunen, L., Meulenbelt, I., Slagboom, P. E., Tortorella, A., Maj, M., Dedoussis, G., Dikeos, D., Gonidakis, F., Tziouvas, K., Tsitsika, A., Papezova, H., Slachtova, L., Martaskova, D., Kennedy, J. L., Levitan, R. D., Yilmaz, Z., Huemer, J., Koubek, D., Merl, E., Wagner, G., Lichtenstein, P., Breen, G., Cohen-Woods, S., Farmer, A., Mcguffin, P., Cichon, S., Giegling, I., Herms, S., Rujescu, D., Schreiber, S., Wichmann, H. -E., Dina, C., Sladek, R., Gambaro, G., Soranzo, N., Julia, A., Marsal, S., Rabionet, Ra, Gaborieau, V., Dick, D. M., Palotie, A., Ripatti, S., Widén, E., Andreassen, O. A., Espeseth, T., Lundervold, A., Reinvang, I., Steen, V. M., Le Hellard, S., Mattingsdal, M., Ntalla, I., Bencko, V., Foretova, L., Janout, V., Navratilova, M., Gallinger, S., Pinto, D., Scherer, S. W., Aschauer, H., Carlberg, L., Schosser, A., Alfredsson, L., Ding, B., Klareskog, L., Padyukov, L., Finan, C., Kalsi, G., Roberts, M., Logan, D. W., Peltonen, Leena, Ritchie, G. R. S., Courtet, P., Guillame, S., Jaussent, I., Barrett, J. C., Estivill, X., Hinney, A., Bulik, C. M., Mcginnis, Ralph, Sambrook, Jennifer, Stephens, Jonathan, Ouwehand, Willem H, Mcardle, Wendy L, Ring, Susan M, Strachan, David P, Alexander, Graeme, Conlon, Peter J, Dominiczak, Anna, Duncanson, Audrey, Hill, Adrian, Langford, Cordelia, Lord, Graham, Maxwell, Alexander P, Morgan, Linda, Sandford, Richard N, Sheerin, Neil, Vannberg, Fredrik O, Blackburn, Hannah, Chen, Wei-Min, Edkins, Sarah, Gillman, Mathew, Gray, Emma, Hunt, Sarah E, Onengut-Gumuscu, Suna, Potter, Simon, Rich, Stephen S, Simpkin, Dougla, Whittaker, Pamela, Hebebrand, Johannes (Beitragende*r), Scherag, S (Beitragende*r), Hinney, Anke (Beitragende*r), Hjelt Institute (-2014), Department of Public Health, Institute for Molecular Medicine Finland, Research Programs Unit, Research Programme of Molecular Medicine, Biostatistics Helsinki, Complex Disease Genetics, Genomics of Neurological and Neuropsychiatric Disorders, Genetic Epidemiology, Sullivan, Patrick F [0000-0002-6619-873X], and Apollo - University of Cambridge Repository
Subjects: Anorexia Nervosa, Genotyping Techniques, DIVERSITY, Medizin, SNPne, Genome-wide association study, 0302 clinical medicine, Gene Frequency, Genetic Marker, Settore MED/14 - NEFROLOGIA, AIM, WTCCC3, Genetics (clinical), Oligonucleotide Array Sequence Analysis, Genetics, Genetics & Heredity, 0303 health sciences, education.field_of_study, Principal Component Analysis, ASSOCIATION, Single Nucleotide, 3142 Public health care science, environmental and occupational health, 3. Good health, Phylogeography, population stratification, AIMs, principal component analysis, SET, Human, Genetic Markers, population stratification, Population, Clinical Sciences, European Continental Ancestry Group, AIMs, Reproducibility of Result, Single-nucleotide polymorphism, Ancestry-informative marker, Biology, principal component analysi, Population stratification, population stratiﬁcation, principal component analysis, Polymorphism, Single Nucleotide, Article, White People, 03 medical and health sciences, Genetic, Clinical Research, ddc:570, Humans, Polymorphism, education, Allele frequency, 030304 developmental biology, GCAN, Oligonucleotide Array Sequence Analysi, Human Genome, Reproducibility of Results, Minor allele frequency, Genetics, Population, Evolutionary biology, Sample Size, 3111 Biomedicine, Genotyping Technique, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: The Wellcome Trust Case Control Consortium 3 anorexia nervosa genome-wide association scan includes 2907 cases from 15 different populations of European origin genotyped on the Illumina 670K chip. We compared methods for identifying population stratification, and suggest list of markers that may help to counter this problem. It is usual to identify population structure in such studies using only common variants with minor allele frequency (MAF) >5%; we find that this may result in highly informative SNPs being discarded, and suggest that instead all SNPs with MAF >1% may be used. We established informative axes of variation identified via principal component analysis and highlight important features of the genetic structure of diverse European-descent populations, some studied for the first time at this scale. Finally, we investigated the substructure within each of these 15 populations and identified SNPs that help capture hidden stratification. This work can provide information regarding the designing and interpretation of association results in the International Consortia.European Journal of Human Genetics advance online publication, 19 February 2014; doi:10.1038/ejhg.2014.1.
Published: 2014

79. Using ancestry-informative markers to identify fine structure across 15 populations of European origin

Author: Huckins, L.M. Boraska, V. Franklin, C.S. Floyd, J.A.B. Southam, L. Sullivan, P.F. Bulik, C.M. Collier, D.A. Tyler-Smith, C. Zeggini, E. Tachmazidou, I. Thornton, L.M. William Rayner, N. Klump, K.L. Treasure, J. Schmidt, U. Tozzi, F. Kiezebrink, K. Hebebrand, J. Gorwood, P. Adan, R.A.H. Kas, M.J.H. Favaro, A. Santonastaso, P. Fernández-Aranda, F. Gratacos, M. Rybakowski, F. Dmitrzak-Weglarz, M. Kaprio, J. Keski-Rahkonen, A. Raevuori, A. Van Furth, E.F. Slof-Op t Landt, M.C.T. Hudson, J.I. Reichborn-Kjennerud, T. Knudsen, G.P.S. Monteleone, P. Kaplan, A.S. Karwautz, A. Hakonarson, H. Berrettini, W.H. Guo, Y. Li, D. Schork, N.J. Komaki, G. Ando, T. Inoko, H. Esko, T. Fischer, K. Männik, K. Metspalu, A. Baker, J.H. Cone, R.D. Dackor, J. DeSocio, J.E. Hilliard, C.E. O'Toole, J.K. Pantel, J. Szatkiewicz, J.P. Taico, C. Zerwas, S. Trace, S.E. Davis, O.S.P. Helder, S. Bühren, K. Burghardt, R. de Zwaan, M. Egberts, K. Ehrlich, S. Herpertz-Dahlmann, B. Herzog, W. Imgart, H. Scherag, S. Zipfel, S. Boni, C. Ramoz, N. Versini, A. Brandys, M.K. Danner, U.N. de Kovel, C. Hendriks, J. Koeleman, B.P.C. Ophoff, R.A. Strengman, E. van Elburg, A.A. Bruson, A. Clementi, M. Degortes, D. Forzan, M. Tenconi, E. Docampo, E. Escaramís, G. Jiménez-Murcia, S. Lissowska, J. Rajewski, A. Szeszenia-Dabrowska, N. Slopien, A. Hauser, J. Karhunen, L. Meulenbelt, I. Slagboom, P.E. Tortorella, A. Maj, M. Dedoussis, G. Dikeos, D. Gonidakis, F. Tziouvas, K. Tsitsika, A. Papezova, H. Slachtova, L. Martaskova, D. Kennedy, J.L. Levitan, R.D. Yilmaz, Z. Huemer, J. Koubek, D. Merl, E. Wagner, G. Lichtenstein, P. Breen, G. Cohen-Woods, S. Farmer, A. McGuffin, P. Cichon, S. Giegling, I. Herms, S. Rujescu, D. Schreiber, S. Wichmann, H.-E. Dina, C. Sladek, R. Gambaro, G. Soranzo, N. Julia, A. Marsal, S. Rabionet, R. Gaborieau, V. Dick, D.M. Palotie, A. Ripatti, S. Widén, E. Andreassen, O.A. Espeseth, T. Lundervold, A. Reinvang, I. Steen, V.M. Le Hellard, S. Mattingsdal, M. Ntalla, I. Bencko, V. Foretova, L. Janout, V. Navratilova, M. Gallinger, S. Pinto, D. Scherer, S.W. Aschauer, H. Carlberg, L. Schosser, A. Alfredsson, L. Ding, B. Klareskog, L. Padyukov, L. Finan, C. Kalsi, G. Roberts, M. Logan, D.W. Peltonen, L. Ritchie, G.R.S. Courtet, P. Guillame, S. Jaussent, I. Barrett, J.C. Estivill, X. Hinney, A. Bulik, C.M. McGinnis, R. Sambrook, J. Stephens, J. Ouwehand, W.H. McArdle, W.L. Ring, S.M. Strachan, D.P. Alexander, G. Conlon, P.J. Dominiczak, A. Anderson, C.A. Hill, A. Langford, C. Lord, G. Maxwell, A.P. Morgan, L. Sandford, R.N. Sheerin, N. Vannberg, F.O. Blackburn, H. Chen, W.-M. Edkins, S. Gillman, M. Gray, E. Hunt, S.E. Onengut-Gumuscu, S. Potter, S. Rich, S.S. Simpkin, D. Whittaker, P.
Abstract: The Wellcome Trust Case Control Consortium 3 anorexia nervosa genome-wide association scan includes 2907 cases from 15 different populations of European origin genotyped on the Illumina 670K chip. We compared methods for identifying population stratification, and suggest list of markers that may help to counter this problem. It is usual to identify population structure in such studies using only common variants with minor allele frequency (MAF) >5%; we find that this may result in highly informative SNPs being discarded, and suggest that instead all SNPs with MAF >1% may be used. We established informative axes of variation identified via principal component analysis and highlight important features of the genetic structure of diverse European-descent populations, some studied for the first time at this scale. Finally, we investigated the substructure within each of these 15 populations and identified SNPs that help capture hidden stratification. This work can provide information regarding the designing and interpretation of association results in the International Consortia. © 2014 Macmillan Publishers Limited All rights reserved.
Published: 2014

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

Author: Winkler, T.W., Justice, A.E., Graff, M., Barata, L., Feitosa, M.F., Chu, S., Czajkowski, J., Esko, T., Fall, T., Kilpelainen, T.O., Lu, Y., Magi, R., Mihailov, E., Pers, T.H., Rueger, S., Teumer, A., Ehret, G.B., Ferreira, T., Heard-Costa, N.L., Karjalainen, J., Lagou, V., Mahajan, A., Neinast, M.D., Prokopenko, I., Simino, J., Teslovich, T.M., Jansen, R., Westra, H.J., White, C.C., Absher, D., Ahluwalia, T.S., Ahmad, S., Albrecht, E., Ferreira Alves, A.C., Bragg-Gresham, J.L., Craen, A.J. de, Bis, J.C., Bonnefond, A., Boucher, G., Cadby, G., Cheng, Y.C., Chiang, C.W., Delgado, G., Demirkan, A., Dueker, N., Eklund, N., Eiriksdottir, G., Eriksson, J., Feenstra, B., Fischer, K., Frau, F., Galesloot, T.E., Geller, F., Goel, A., Gorski, M., Grammer, T.B., Gustafsson, S., Haitjema, S., Hottenga, J.J., Huffman, J.E., Jackson, A.U., Jacobs, K.B., Johansson, A, Kaakinen, M., Kleber, M.E., Lahti, J., Leach, I.M., Lehne, B., Liu, Y., Lo, K.S., Lorentzon, M., Luan, J., Madden, P.A.F., Mangino, M., McKnight, B., Medina-Gomez, C., Monda, K.L., Montasser, M.E., Muller, G., Muller-Nurasyid, M., Nolte, I.M., Panoutsopoulou, K., Pascoe, L., Paternoster, L., Rayner, N.W., Renstrom, F., Rizzi, F., Rose, L.M., Ryan, K.A., Salo, P., Sanna, S., Scharnagl, H., Shi, J., Smith, A.V., Southam, L., Stancakova, A., Steinthorsdottir, V., Strawbridge, R.J., Sung, Y.J., Tachmazidou, I., Kiemeney, B., Vermeulen, S.H., et al., Winkler, T.W., Justice, A.E., Graff, M., Barata, L., Feitosa, M.F., Chu, S., Czajkowski, J., Esko, T., Fall, T., Kilpelainen, T.O., Lu, Y., Magi, R., Mihailov, E., Pers, T.H., Rueger, S., Teumer, A., Ehret, G.B., Ferreira, T., Heard-Costa, N.L., Karjalainen, J., Lagou, V., Mahajan, A., Neinast, M.D., Prokopenko, I., Simino, J., Teslovich, T.M., Jansen, R., Westra, H.J., White, C.C., Absher, D., Ahluwalia, T.S., Ahmad, S., Albrecht, E., Ferreira Alves, A.C., Bragg-Gresham, J.L., Craen, A.J. de, Bis, J.C., Bonnefond, A., Boucher, G., Cadby, G., Cheng, Y.C., Chiang, C.W., Delgado, G., Demirkan, A., Dueker, N., Eklund, N., Eiriksdottir, G., Eriksson, J., Feenstra, B., Fischer, K., Frau, F., Galesloot, T.E., Geller, F., Goel, A., Gorski, M., Grammer, T.B., Gustafsson, S., Haitjema, S., Hottenga, J.J., Huffman, J.E., Jackson, A.U., Jacobs, K.B., Johansson, A, Kaakinen, M., Kleber, M.E., Lahti, J., Leach, I.M., Lehne, B., Liu, Y., Lo, K.S., Lorentzon, M., Luan, J., Madden, P.A.F., Mangino, M., McKnight, B., Medina-Gomez, C., Monda, K.L., Montasser, M.E., Muller, G., Muller-Nurasyid, M., Nolte, I.M., Panoutsopoulou, K., Pascoe, L., Paternoster, L., Rayner, N.W., Renstrom, F., Rizzi, F., Rose, L.M., Ryan, K.A., Salo, P., Sanna, S., Scharnagl, H., Shi, J., Smith, A.V., Southam, L., Stancakova, A., Steinthorsdottir, V., Strawbridge, R.J., Sung, Y.J., Tachmazidou, I., Kiemeney, B., Vermeulen, S.H., and et al.
Abstract: Contains fulltext : 154121.PDF (publisher's version ) (Open Access), 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, 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

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

Author: Winkler, T.W. (Thomas W.), Justice, A.E. (Anne), Graff, M.J. (Maud J.L.), Barata, L. (Llilda), Feitosa, M.F. (Mary Furlan), Chu, S. (Su), Czajkowski, J. (Jacek), Esko, T. (Tõnu), Fall, M. (Magnus), Kilpeläinen, T.O. (Tuomas), Lu, Y. (Yingchang), Mägi, R. (Reedik), Mihailov, E. (Evelin), Pers, T.H. (Tune), Rüeger, S. (Sina), Teumer, A. (Alexander), Ehret, G.B. (Georg), Ferreira, T. (Teresa), Heard-Costa, N.L. (Nancy), Karjalainen, J. (Juha), Lagou, V. (Vasiliki), Mahajan, A. (Anubha), Neinast, M.D. (Michael D.), Prokopenko, I. (Inga), Simino, J. (Jeannette), Teslovich, T.M. (Tanya M.), Jansen, R., Westra, H.J. (Harm-Jan), White, C.C. (Charles), Absher, D. (Devin), Ahluwalia, T.S. (Tarunveer Singh), Ahmad, S. (Shafqat), Albrecht, E. (Eva), Alves, A.C. (Alexessander Couto), Bragg-Gresham, J.L. (Jennifer L.), Craen, A.J. (Anton) de, Bis, J.C. (Joshua), Bonnefond, A. (Amélie), Boucher, G. (Gabrielle), Cadby, G. (Gemma), Cheng, Y.-C. (Yu-Ching), Chiang, C.W. (Charleston W K), Delgado, G., Demirkan, A. (Ayşe), Dueker, N. (Nicole), Eklund, N. (Niina), Eiriksdottir, G. (Gudny), Eriksson, J. (Joel), Feenstra, B. (Bjarke), Fischer, K. (Krista), Frau, F. (Francesca), Galesloot, T.E. (Tessel), Geller, F. (Frank), Goel, A. (Anuj), Gorski, M. (Mathias), Grammer, T.B. (Tanja), Gustafsson, S. (Stefan), Haitjema, S. (Saskia), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer), Jackson, A.U. (Anne), Jacobs, K.B. (Kevin), Johansson, A. (Åsa), Kaakinen, M. (Marika), Kleber, M.E. (Marcus), Lahti, J. (Jari), Leach, I.M. (Irene Mateo), Lehne, B. (Benjamin), Liu, Y. (Youfang), Lo, K.S., Lorentzon, M. (Mattias), Luan, J. (Jian'An), Madden, P.A. (Pamela), Mangino, M. (Massimo), McKnight, B. (Barbara), Medina-Gomez, C. (Carolina), Monda, K.L. (Keri), Montasser, M.E. (May E.), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), Nolte, I.M. (Ilja), Panoutsopoulou, K. (Kalliope), Pascoe, L. (Laura), Paternoster, L. (Lavinia), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rizzi, F. (Federica), Rose, L.M. (Lynda), Ryan, K.A. (Kathy A.), Salo, P. (Perttu), Sanna, S. (Serena), Scharnagl, H. (Hubert), Shi, J. (Jianxin), Smith, A.V. (Albert Vernon), Southam, L. (Lorraine), Stancáková, A. (Alena), Steinthorsdottir, V. (Valgerdur), Strawbridge, R.J. (Rona), Sung, Y.J. (Yun Ju), Tachmazidou, I. (Ioanna), Tanaka, T. (Toshiko), Thorleifsson, G. (Gudmar), Trompet, S. (Stella), Pervjakova, N. (Natalia), Tyrer, J.P. (Jonathan), Vandenput, L. (Liesbeth), Van Der Laan, S.W. (Sander W.), Velde, N. (Nathalie) van der, Setten, J. (Jessica) van, Vliet-Ostaptchouk, J.V. (Jana) van, Verweij, N. (Niek), Vlachopoulou, E. (Efthymia), Waite, L. (Lindsay), Wang, S.R. (Sophie), Wang, Z. (Zhaoming), Wild, S.H. (Sarah), Willenborg, C. (Christina), Wilson, J.F. (James), Wong, A. (Andrew), Yang, J. (Jian), Yengo, L. (Loic), Yerges-Armstrong, L.M. (Laura), Yu, L. (Lei), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Andersson, E.A. (Ehm Astrid), Bakker, S.J.L. (Stephan), Baldassarre, D. (Damiano), Banasik, K. (Karina), Barcella, M. (Matteo), Barlassina, C. (Cristina), Bellis, C. (Claire), Benaglio, P. (Paola), Blangero, J. (John), Blüher, M. (Matthias), Bonnet, F. (Fabrice), Bonnycastle, L.L. (Lori), Boyd, H.A. (Heather), Bruinenberg, M. (M.), Buchman, A.S. (Aron S.), Campbell, H. (Harry), Chen, Y.D. (Y.), Chines, P.S. (Peter), Claudi-Boehm, S. (Simone), Cole, J.W. (John W.), Collins, F.S. (Francis), Geus, E.J.C. (Eco) de, Groot, L.C.P.G.M. (Lisette) de, Dimitriou, M. (Maria), Duan, J. (Jubao), Enroth, S. (Stefan), Eury, E. (Elodie), Farmaki, A.-E. (Aliki-Eleni), Forouhi, N.G. (Nita), Friedrich, N. (Nele), Gejman, P.V. (Pablo), Gigante, B. (Bruna), Glorioso, N. (Nicola), Go, A.T.J.I. (Attie), Gottesman, R.F. (Rebecca), Gräßler, J. (Jürgen), Grallert, H. (Harald), Grarup, N. (Niels), Gu, Y.-M. (Yu-Mei), Broer, L. (Linda), Ham, A.C. (Annelies), Hansen, T. (T.), Harris, T.B. (Tamara), Hartman, C.A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nick), Hattersley, A.T. (Andrew), Heath, A.C. (Andrew), Henders, A.K. (Anjali), Hernandez, D.G. (Dena), Hillege, H.L. (Hans), Holmen, O.L. (Oddgeir), Hovingh, G.K. (Kees), Hui, J. (Jennie), Husemoen, L.L. (Lise L.), Hutri-Kähönen, N. (Nina), Hysi, P.G. (Pirro), Illig, T. (Thomas), Jager, P.L. (Philip) de, Jalilzadeh, S. (Shapour), Jorgensen, T. (Torben), Jukema, J.W. (Jan Wouter), Juonala, M. (Markus), Kanoni, S. (Stavroula), Karaleftheri, M. (Maria), Khaw, K.T., Kinnunen, L. (Leena), Kittner, T. (Thomas), Koenig, W. (Wolfgang), Kolcic, I. (Ivana), Kovacs, P. (Peter), Krarup, N.T. (Nikolaj T.), Kratzer, W. (Wolfgang), Krüger, J. (Janine), Kuh, D. (Diana), Kumari, M. (Meena), Kyriakou, T. (Theodosios), Langenberg, C. (Claudia), Lannfelt, L. (Lars), Lanzani, C. (Chiara), Lotay, V. (Vaneet), Launer, L.J. (Lenore), Leander, K. (Karin), Lindström, J. (Jaana), Linneberg, A. (Allan), Liu, Y.-P. (Yan-Ping), Lobbens, S. (Stéphane), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Magnusson, P.K. (Patrik), McArdle, W.L. (Wendy), Menni, C. (Cristina), Merger, S. (Sigrun), Milani, L. (Lili), Montgomery, G.W. (Grant W.), Morris, A.P. (Andrew), Narisu, N. (Narisu), Nelis, M. (Mari), Ong, K.K. (Ken), Palotie, A. (Aarno), Perusse, L. (Louis), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Pouta, A. (Anneli), Rheinberger, M. (Myriam), Ribel-Madsen, R. (Rasmus), Richards, M. (Marcus), Rice, K.M. (Kenneth), Rice, T.K. (Treva K.), Rivolta, C. (Carlo), Salomaa, V. (Veikko), Sanders, A.R. (Alan), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Scott, W.R. (William R.), Sebert, S. (Sylvain), Sengupta, S. (Sebanti), Sennblad, B. (Bengt), Seufferlein, T. (Thomas), Silveira, A. (Angela), Slagboom, P.E. (Eline), Smit, J.H. (Jan), Sparsø, T. (Thomas), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Stringham, H.M. (Heather), Swertz, M.A. (Morris A.), Swift, A.J. (Amy), Syvänen, A.C., Tan, S.-T. (Sian-Tsung), Thorand, B. (Barbara), Tönjes, A. (Anke), Tremblay, A. (Angelo), Tsafantakis, E. (Emmanouil), Most, P.J. (Peter) van der, Völker, U. (Uwe), Vohl, M.-C. (Marie-Claude), Vonk, J.M. (Judith), Waldenberger, M. (Melanie), Walker, R.W. (Ryan W.), Wennauer, R. (Roman), Widen, E., Willemsen, G.A.H.M. (Gonneke), Wilsgaard, T. (Tom), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Van Dijk, S. (Suzanne), Schoor, N.M. (Natasja) van, Asselbergs, F.W. (Folkert), Bakker, P.I.W. (Paul) de, Beckmann, J.S. (Jacques), Beilby, J.P. (John), Bennett, D.A. (David A.), Bergman, R.N. (Richard), Bergmann, S.M. (Sven), Böger, C.A. (Carsten), Boehm, B.O. (Bernhard), Boerwinkle, E.A. (Eric), Boomsma, D.I. (Dorret), Bornstein, S.R. (Stefan), Bottinger, E.P. (Erwin), Bouchard, C. (Claude), Chambers, J.C. (John), Chanock, S.J. (Stephen), Chasman, D.I. (Daniel), Cucca, F. (Francesco), Cusi, D. (Daniele), Dedoussis, G.V. (George), Erdmann, J. (Jeanette), Hagen, K. (Knut), Evans, D., Faire, U. (Ulf) de, Farrall, M. (Martin), Ferrucci, L. (Luigi), Ford, I. (Ian), Franke, L. (Lude), Franks, P.W. (Paul), Froguel, P. (Philippe), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Grönberg, H. (Henrik), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hall, P. (Per), Hamsten, A. (Anders), Harst, P. (Pim) van der, Hayward, C. (Caroline), Heliovaara, M. (Markku), Hengstenberg, C. (Christian), Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hofman, A. (Albert), Hu, F. (Frank), Huikuri, H.V. (Heikki), Hveem, K. (Kristian), James, A. (Alan), Jordan, J.M. (Joanne M.), Jula, A. (Antti), Kähönen, M. (Mika), Kajantie, E. (Eero), Kathiresan, S. (Sekar), Kiemeney, L.A.L.M. (Bart), Kivimaki, M. (Mika), Knekt, P., Koistinen, H. (Heikki), Kooner, J.S. (Jaspal S.), Koskinen, S. (Seppo), Kuusisto, J. (Johanna), Maerz, W. (Winfried), Martin, N.G. (Nicholas), Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), Lettre, G. (Guillaume), Levinson, D.F. (Douglas), Kao, W.H.L. (Wen), Lokki, M.L., Mäntyselkä, P. (Pekka), Melbye, M. (Mads), Metspalu, A. (Andres), Mitchell, B.D. (Braxton), Moll, F.L. (Frans), Murray, J.C. (Jeffrey), Musk, A.W. (Arthur), Nieminen, M.S. (Markku), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Oostra, B.A. (Ben), Palmer, C. (Cameron), Pankow, J.S. (James), Pasterkamp, G. (Gerard), Pedersen, N.L. (Nancy), Pedersen, O. (Oluf), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Psaty, B.M. (Bruce M.), Qi, L. (Lu), Quertermous, T. (Thomas), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rauramaa, R. (Rainer), Ridker, P.M. (Paul), Rioux, J.D. (John), Rivadeneira Ramirez, F. (Fernando), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruijter, H.M. (Hester ) den, Saltevo, J. (Juha), Sattar, N. (Naveed), Schunkert, H. (Heribert), Schwarz, P.E.H. (Peter), Shuldiner, A.R. (Alan), Sinisalo, J. (Juha), Snieder, H. (Harold), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Staessen, J.A. (Jan A.), Stefania, B. (Bandinelli), Thorsteinsdottir, U. (Unnur), Stumvoll, M. (Michael), Tardif, J.-C. (Jean-Claude), Tremoli, E. (Elena), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Verbeek, A.L.M., Vermeulen, S.H.H.M. (Sita), Viikari, J. (Jorma), Vitart, V. (Veronique), Völzke, H. (Henry), Vollenweider, P. (Peter), Waeber, G. (Gérard), Walker, M. (Mark), Wallaschofski, H. (Henri), Wareham, N.J. (Nick), Watkins, H. (Hugh), Zeggini, E. (Eleftheria), Chakravarti, A. (Aravinda), Clegg, D.J. (Deborah J.), Cupples, L.A. (Adrienne), Gordon-Larsen, P. (Penny), Jaquish, C.E. (Cashell), Rao, D.C. (Dabeeru C.), Abecasis, G.R. (Goncalo R.), Assimes, T.L. (Themistocles), Barroso, I.E. (Inês), Berndt, S.I. (Sonja), Boehnke, M. (Michael), Deloukas, P. (Panagiotis), Fox, C.S. (Caroline), Groop, L. (Leif), Hunter, D. (David), Ingelsson, E. (Erik), Kaplan, R.C. (Robert), McCarthy, M.I. (Mark I.), Mohlke, K.L. (Karen), O´Connell, J.R., Schlessinger, D. (David), Strachan, D.P. (David), Zwart, J-A. (John-Anker), Duijn, C.M. (Cornelia) van, Hirschhorn, J.N. (Joel), Lindgren, C.M. (Cecilia M.), Heid, I.M. (Iris), North, K.E. (Kari), Borecki, I.B. (Ingrid), Kutalik, Z. (Zoltán), Loos, R.J.F. (Ruth), Winkler, T.W. (Thomas W.), Justice, A.E. (Anne), Graff, M.J. (Maud J.L.), Barata, L. (Llilda), Feitosa, M.F. (Mary Furlan), Chu, S. (Su), Czajkowski, J. (Jacek), Esko, T. (Tõnu), Fall, M. (Magnus), Kilpeläinen, T.O. (Tuomas), Lu, Y. (Yingchang), Mägi, R. (Reedik), Mihailov, E. (Evelin), Pers, T.H. (Tune), Rüeger, S. (Sina), Teumer, A. (Alexander), Ehret, G.B. (Georg), Ferreira, T. (Teresa), Heard-Costa, N.L. (Nancy), Karjalainen, J. (Juha), Lagou, V. (Vasiliki), Mahajan, A. (Anubha), Neinast, M.D. (Michael D.), Prokopenko, I. (Inga), Simino, J. (Jeannette), Teslovich, T.M. (Tanya M.), Jansen, R., Westra, H.J. (Harm-Jan), White, C.C. (Charles), Absher, D. (Devin), Ahluwalia, T.S. (Tarunveer Singh), Ahmad, S. (Shafqat), Albrecht, E. (Eva), Alves, A.C. (Alexessander Couto), Bragg-Gresham, J.L. (Jennifer L.), Craen, A.J. (Anton) de, Bis, J.C. (Joshua), Bonnefond, A. (Amélie), Boucher, G. (Gabrielle), Cadby, G. (Gemma), Cheng, Y.-C. (Yu-Ching), Chiang, C.W. (Charleston W K), Delgado, G., Demirkan, A. (Ayşe), Dueker, N. (Nicole), Eklund, N. (Niina), Eiriksdottir, G. (Gudny), Eriksson, J. (Joel), Feenstra, B. (Bjarke), Fischer, K. (Krista), Frau, F. (Francesca), Galesloot, T.E. (Tessel), Geller, F. (Frank), Goel, A. (Anuj), Gorski, M. (Mathias), Grammer, T.B. (Tanja), Gustafsson, S. (Stefan), Haitjema, S. (Saskia), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer), Jackson, A.U. (Anne), Jacobs, K.B. (Kevin), Johansson, A. (Åsa), Kaakinen, M. (Marika), Kleber, M.E. (Marcus), Lahti, J. (Jari), Leach, I.M. (Irene Mateo), Lehne, B. (Benjamin), Liu, Y. (Youfang), Lo, K.S., Lorentzon, M. (Mattias), Luan, J. (Jian'An), Madden, P.A. (Pamela), Mangino, M. (Massimo), McKnight, B. (Barbara), Medina-Gomez, C. (Carolina), Monda, K.L. (Keri), Montasser, M.E. (May E.), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), Nolte, I.M. (Ilja), Panoutsopoulou, K. (Kalliope), Pascoe, L. (Laura), Paternoster, L. (Lavinia), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rizzi, F. (Federica), Rose, L.M. (Lynda), Ryan, K.A. (Kathy A.), Salo, P. (Perttu), Sanna, S. (Serena), Scharnagl, H. (Hubert), Shi, J. (Jianxin), Smith, A.V. (Albert Vernon), Southam, L. (Lorraine), Stancáková, A. (Alena), Steinthorsdottir, V. (Valgerdur), Strawbridge, R.J. (Rona), Sung, Y.J. (Yun Ju), Tachmazidou, I. (Ioanna), Tanaka, T. (Toshiko), Thorleifsson, G. (Gudmar), Trompet, S. (Stella), Pervjakova, N. (Natalia), Tyrer, J.P. (Jonathan), Vandenput, L. (Liesbeth), Van Der Laan, S.W. (Sander W.), Velde, N. (Nathalie) van der, Setten, J. (Jessica) van, Vliet-Ostaptchouk, J.V. (Jana) van, Verweij, N. (Niek), Vlachopoulou, E. 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(Nele), Gejman, P.V. (Pablo), Gigante, B. (Bruna), Glorioso, N. (Nicola), Go, A.T.J.I. (Attie), Gottesman, R.F. (Rebecca), Gräßler, J. (Jürgen), Grallert, H. (Harald), Grarup, N. (Niels), Gu, Y.-M. (Yu-Mei), Broer, L. (Linda), Ham, A.C. (Annelies), Hansen, T. (T.), Harris, T.B. (Tamara), Hartman, C.A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nick), Hattersley, A.T. (Andrew), Heath, A.C. (Andrew), Henders, A.K. (Anjali), Hernandez, D.G. (Dena), Hillege, H.L. (Hans), Holmen, O.L. (Oddgeir), Hovingh, G.K. (Kees), Hui, J. (Jennie), Husemoen, L.L. (Lise L.), Hutri-Kähönen, N. (Nina), Hysi, P.G. (Pirro), Illig, T. (Thomas), Jager, P.L. (Philip) de, Jalilzadeh, S. (Shapour), Jorgensen, T. (Torben), Jukema, J.W. (Jan Wouter), Juonala, M. (Markus), Kanoni, S. (Stavroula), Karaleftheri, M. (Maria), Khaw, K.T., Kinnunen, L. (Leena), Kittner, T. (Thomas), Koenig, W. (Wolfgang), Kolcic, I. (Ivana), Kovacs, P. (Peter), Krarup, N.T. (Nikolaj T.), Kratzer, W. (Wolfgang), Krüger, J. (Janine), Kuh, D. (Diana), Kumari, M. (Meena), Kyriakou, T. (Theodosios), Langenberg, C. (Claudia), Lannfelt, L. (Lars), Lanzani, C. (Chiara), Lotay, V. (Vaneet), Launer, L.J. (Lenore), Leander, K. (Karin), Lindström, J. (Jaana), Linneberg, A. (Allan), Liu, Y.-P. (Yan-Ping), Lobbens, S. (Stéphane), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Magnusson, P.K. (Patrik), McArdle, W.L. (Wendy), Menni, C. (Cristina), Merger, S. (Sigrun), Milani, L. (Lili), Montgomery, G.W. (Grant W.), Morris, A.P. (Andrew), Narisu, N. (Narisu), Nelis, M. (Mari), Ong, K.K. (Ken), Palotie, A. (Aarno), Perusse, L. (Louis), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Pouta, A. (Anneli), Rheinberger, M. (Myriam), Ribel-Madsen, R. (Rasmus), Richards, M. (Marcus), Rice, K.M. (Kenneth), Rice, T.K. (Treva K.), Rivolta, C. (Carlo), Salomaa, V. (Veikko), Sanders, A.R. (Alan), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Scott, W.R. (William R.), Sebert, S. 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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 B
Published: 2015
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82. Low-frequency and rare exome chip variants associate with fasting glucose and type 2 diabetes susceptibility

Author: Wessel, J. (Jennifer), Chu, A.Y. (Audrey Y), Willems, S.M. (Sara), Wang, S. (Shuai), Yaghootkar, H. (Hanieh), Brody, J.A. (Jennifer A.), Dauriz, M. (Marco), Hivert, M.-F. (Marie-France), Raghavan, S. (Sridharan), Lipovich, L. (Leonard), Hidalgo, B. (Bertha), Fox, K. (Keolu), Huffman, J.E. (Jennifer), An, P. (Ping), Lu, Y. (Yingchang), Rasmussen-Torvik, L.J. (Laura), Grarup, N. (Niels), Ehm, M.G. (Margaret G), L. Li, Baldridge, A.S. (Abigail S), Stancáková, A. (Alena), Abrol, R. (Ravinder), Besse, C. (Céline), Boland, A. (Anne), Bork-Jensen, J. (Jette), Fornage, M. (Myriam), Freitag, C.M. (Christine), Garcia, M. (Melissa), Guo, X. (Xiuqing), Hara, K. (Kazuo), Isaacs, A. (Aaron), Jakobsdottir, M. (Margret), Lange, L.A. (Leslie), Layton, J.C. (Jill C), Li, M. (Man), Zhao, J.H. (Jing Hua), Meidtner, K. (Karina), Morrison, A.C. (Alanna), Nalls, M.A. (Michael), Peters, M.J. (Marjolein), Sabater-Lleal, M. (Maria), Schurmann, C. (Claudia), Silveira, A. (Angela), Smith, A.V. (Davey), Southam, L. (Lorraine), Stoiber, M.H. (Marcus H), Strawbridge, R.J. (Rona), Taylor, K.D. (Kent), Varga, T.V. (Tibor V.), Allin, K.H. (Kristine H), Amin, N. (Najaf), Aponte, J.L. (Jennifer L), Aung, T. (Tin), Barbieri, C. (Caterina), Bihlmeyer, N.A. (Nathan A.), Boehnke, M. (Michael), Bombieri, C. (Cristina), Bowden, D.W. (Donald), Burns, S.M. (Sean M), Chen, Y. (Yuning), Chen, Y.-D. (Yii-Deri), Cheng, C-Y. (Ching-Yu), Correa, D.D., Czajkowski, J. (Jacek), Dehghan, A. (Abbas), Ehret, G.B. (Georg), Eiriksdottir, G. (Gudny), Escher, S.A. (Stefan A), Farmaki, A.-E. (Aliki-Eleni), Frånberg, M. (Mattias), Gambaro, G. (Giovanni), Giulianini, F. (Franco), Goddard, W.A. (William A), Goel, A. (Anuj), Gottesman, R.F. (Rebecca), Grove, M.L. (Megan), Gustafsson, S. (Stefan), Hai, Y. (Yang), Hallmans, G. (Göran), Heo, J. (Jiyoung), Hoffmann, P. (Per), Ikram, M.K. (Kamran), Jensen, R.A. (Richard), Jørgensen, M.E. (Marit), Jorgensen, T. (Torben), Karaleftheri, M. (Maria), Khor, C.C., Kirkpatrick, A. (Andrea), Kraja, A. (Aldi), Kuusisto, J. (Johanna), Lange, E.M. (Ethan), Lee, I.T., Lee, W.-J. (Wen-Jane), Leong, A. (Aaron), Liao, J. (Jie), Liu, C. (Chunyu), Liu, Y. (YongMei), Lindgren, C.M. (Cecilia), Linneberg, A. (Allan), Malerba, G. (Giovanni), Mamakou, V. (Vasiliki), Marouli, E. (Eirini), Maruthur, N.M. (Nisa M), Matchan, A. (Angela), McKean-Cowdin, R. (Roberta), McLeod, O. (Olga), Metcalf, G.A. (Ginger A.), Mohlke, K.L. (Karen), Muzny, D. (Donna), Ntalla, I. (Ioanna), Palmer, N.D. (Nicholette), Pasko, D. (Dorota), Peter, A. (Andreas), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rice, K.M. (Kenneth), Sala, C. (Cinzia), Sennblad, B. (Bengt), Serafetinidis, I. (Ioannis), Smith, J.A. (Jennifer A), Soranzo, N. (Nicole), Speliotes, E.K. (Elizabeth), Stahl, E.A. (Eli), Stirrups, K. (Kathy), Tentolouris, N. (Nikos), Thanopoulou, A. (Anastasia), Torres, M. (Mina), Traglia, M. (Michela), Tsafantakis, E. (Emmanouil), Javad, S. (Sundas), Yanek, L.R. (Lisa), Zengini, E. (Eleni), Becker, D.M. (Diane), Bis, J.C. (Joshua), Brown, J.B. (James B), Cupples, L.A. (Adrienne), Hansen, T. (T.), Ingelsson, E. (Erik), Karter, A.J. (Andrew J), Lorenzo, C. (Carlos), Mathias, J. (Jasmine), Norris, J.M. (Jill M), Peloso, G.M. (Gina), Sheu, W.H.-H. (Wayne H.-H.), Toniolo, D. (Daniela), Vaidya, D. (Dhananjay), Varma, R. (Rohit), Wagenknecht, L.E. (Lynne), Boeing, H. (Heiner), Bottinger, E.P. (Erwin P.), Dedoussis, G.V. (George), Deloukas, P. (Panagiotis), Ferrannini, E. (Ele), Franco, O.H. (Oscar), Franks, P.W. (Paul), Gibbs, R.A. (Richard A), Gudnason, V. (Vilmundur), Hamsten, A. (Anders), Harris, T.B. (Tamara), Hattersley, A.T. (Andrew), Hayward, C. (Caroline), Hofman, A. (Albert), Jansson, J.-H. (Jan-Håkan), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Levy, D. (Daniel), Oostra, B.A. (Ben), O'Donnell, C.J. (Christopher J.), O'Rahilly, S. (Stephen), Padmanabhan, S. (Sandosh), Pankow, J.S. (James), Polasek, O. (Ozren), Province, M.A. (Mike), Rich, S.S. (Stephen S.), Ridker, P.M. (Paul), Rudan, I. (Igor), Schulze, M.B. (Matthias B), Smith, B.H. (Blair), Uitterlinden, A.G. (André), Walker, M. (Mark), Watkins, H. (Hugh), Wong, T.Y. (Tien Yin), Zeggini, E. (Eleftheria), Laakso, M. (Markku), Borecki, I.B. (Ingrid), Chasman, D.I. (Daniel), Pedersen, O. (Oluf), Psaty, B.M. (Bruce), Shyong Tai, E., Duijn, C.M. (Cornelia) van, Wareham, N.J. (Nick), Waterworth, D.M. (Dawn), Boerwinkle, E.A. (Eric), Kao, W.H.L. (Wen), Florez, J.C. (Jose), Loos, R.J.F. (Ruth), Wilson, J.G. (James), Frayling, T.M. (Timothy M.), Siscovick, D.S. (David), Dupuis, J. (Josée), Rotter, J.I. (Jerome I.), Meigs, J.B. (James), Scott, R.A. (Robert), Goodarzi, M. (Mark), Wessel, J. (Jennifer), Chu, A.Y. (Audrey Y), Willems, S.M. (Sara), Wang, S. (Shuai), Yaghootkar, H. (Hanieh), Brody, J.A. (Jennifer A.), Dauriz, M. (Marco), Hivert, M.-F. (Marie-France), Raghavan, S. (Sridharan), Lipovich, L. (Leonard), Hidalgo, B. (Bertha), Fox, K. (Keolu), Huffman, J.E. (Jennifer), An, P. (Ping), Lu, Y. (Yingchang), Rasmussen-Torvik, L.J. (Laura), Grarup, N. (Niels), Ehm, M.G. (Margaret G), L. Li, Baldridge, A.S. (Abigail S), Stancáková, A. (Alena), Abrol, R. (Ravinder), Besse, C. (Céline), Boland, A. (Anne), Bork-Jensen, J. (Jette), Fornage, M. (Myriam), Freitag, C.M. (Christine), Garcia, M. (Melissa), Guo, X. (Xiuqing), Hara, K. (Kazuo), Isaacs, A. (Aaron), Jakobsdottir, M. (Margret), Lange, L.A. (Leslie), Layton, J.C. (Jill C), Li, M. (Man), Zhao, J.H. (Jing Hua), Meidtner, K. (Karina), Morrison, A.C. (Alanna), Nalls, M.A. (Michael), Peters, M.J. (Marjolein), Sabater-Lleal, M. (Maria), Schurmann, C. (Claudia), Silveira, A. (Angela), Smith, A.V. (Davey), Southam, L. (Lorraine), Stoiber, M.H. (Marcus H), Strawbridge, R.J. (Rona), Taylor, K.D. (Kent), Varga, T.V. (Tibor V.), Allin, K.H. (Kristine H), Amin, N. (Najaf), Aponte, J.L. (Jennifer L), Aung, T. (Tin), Barbieri, C. (Caterina), Bihlmeyer, N.A. (Nathan A.), Boehnke, M. (Michael), Bombieri, C. (Cristina), Bowden, D.W. (Donald), Burns, S.M. (Sean M), Chen, Y. (Yuning), Chen, Y.-D. (Yii-Deri), Cheng, C-Y. (Ching-Yu), Correa, D.D., Czajkowski, J. (Jacek), Dehghan, A. (Abbas), Ehret, G.B. (Georg), Eiriksdottir, G. (Gudny), Escher, S.A. (Stefan A), Farmaki, A.-E. (Aliki-Eleni), Frånberg, M. (Mattias), Gambaro, G. (Giovanni), Giulianini, F. (Franco), Goddard, W.A. (William A), Goel, A. (Anuj), Gottesman, R.F. (Rebecca), Grove, M.L. (Megan), Gustafsson, S. (Stefan), Hai, Y. (Yang), Hallmans, G. (Göran), Heo, J. (Jiyoung), Hoffmann, P. (Per), Ikram, M.K. (Kamran), Jensen, R.A. (Richard), Jørgensen, M.E. (Marit), Jorgensen, T. (Torben), Karaleftheri, M. (Maria), Khor, C.C., Kirkpatrick, A. (Andrea), Kraja, A. (Aldi), Kuusisto, J. (Johanna), Lange, E.M. (Ethan), Lee, I.T., Lee, W.-J. (Wen-Jane), Leong, A. (Aaron), Liao, J. (Jie), Liu, C. (Chunyu), Liu, Y. (YongMei), Lindgren, C.M. (Cecilia), Linneberg, A. (Allan), Malerba, G. (Giovanni), Mamakou, V. (Vasiliki), Marouli, E. (Eirini), Maruthur, N.M. (Nisa M), Matchan, A. (Angela), McKean-Cowdin, R. (Roberta), McLeod, O. (Olga), Metcalf, G.A. (Ginger A.), Mohlke, K.L. (Karen), Muzny, D. (Donna), Ntalla, I. (Ioanna), Palmer, N.D. (Nicholette), Pasko, D. (Dorota), Peter, A. (Andreas), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rice, K.M. (Kenneth), Sala, C. (Cinzia), Sennblad, B. (Bengt), Serafetinidis, I. (Ioannis), Smith, J.A. (Jennifer A), Soranzo, N. (Nicole), Speliotes, E.K. (Elizabeth), Stahl, E.A. (Eli), Stirrups, K. (Kathy), Tentolouris, N. (Nikos), Thanopoulou, A. (Anastasia), Torres, M. (Mina), Traglia, M. (Michela), Tsafantakis, E. (Emmanouil), Javad, S. (Sundas), Yanek, L.R. (Lisa), Zengini, E. (Eleni), Becker, D.M. (Diane), Bis, J.C. (Joshua), Brown, J.B. (James B), Cupples, L.A. (Adrienne), Hansen, T. (T.), Ingelsson, E. (Erik), Karter, A.J. (Andrew J), Lorenzo, C. (Carlos), Mathias, J. (Jasmine), Norris, J.M. (Jill M), Peloso, G.M. (Gina), Sheu, W.H.-H. (Wayne H.-H.), Toniolo, D. (Daniela), Vaidya, D. (Dhananjay), Varma, R. (Rohit), Wagenknecht, L.E. (Lynne), Boeing, H. (Heiner), Bottinger, E.P. (Erwin P.), Dedoussis, G.V. (George), Deloukas, P. (Panagiotis), Ferrannini, E. (Ele), Franco, O.H. (Oscar), Franks, P.W. (Paul), Gibbs, R.A. (Richard A), Gudnason, V. (Vilmundur), Hamsten, A. (Anders), Harris, T.B. (Tamara), Hattersley, A.T. (Andrew), Hayward, C. (Caroline), Hofman, A. (Albert), Jansson, J.-H. (Jan-Håkan), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Levy, D. (Daniel), Oostra, B.A. (Ben), O'Donnell, C.J. (Christopher J.), O'Rahilly, S. (Stephen), Padmanabhan, S. (Sandosh), Pankow, J.S. (James), Polasek, O. (Ozren), Province, M.A. (Mike), Rich, S.S. (Stephen S.), Ridker, P.M. (Paul), Rudan, I. (Igor), Schulze, M.B. (Matthias B), Smith, B.H. (Blair), Uitterlinden, A.G. (André), Walker, M. (Mark), Watkins, H. (Hugh), Wong, T.Y. (Tien Yin), Zeggini, E. (Eleftheria), Laakso, M. (Markku), Borecki, I.B. (Ingrid), Chasman, D.I. (Daniel), Pedersen, O. (Oluf), Psaty, B.M. (Bruce), Shyong Tai, E., Duijn, C.M. (Cornelia) van, Wareham, N.J. (Nick), Waterworth, D.M. (Dawn), Boerwinkle, E.A. (Eric), Kao, W.H.L. (Wen), Florez, J.C. (Jose), Loos, R.J.F. (Ruth), Wilson, J.G. (James), Frayling, T.M. (Timothy M.), Siscovick, D.S. (David), Dupuis, J. (Josée), Rotter, J.I. (Jerome I.), Meigs, J.B. (James), Scott, R.A. (Robert), and Goodarzi, M. (Mark)
Published: 2015
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83. Directional dominance on stature and cognition in diverse human populations.

Author: BioBank Japan, Project, Joshi, P.K., Esko, T., Mattsson, H., Eklund, N., Gandin, I., Nutile, T., Jackson, A.U., Schurmann, C., Smith, A.V., Zhang, W., Okada, Y., Stančáková, A., Faul, J.D., Zhao, W., Bartz, T.M., Concas, M.P., Franceschini, N., Enroth, S., Vitart, V., Trompet, S., Guo, X., Chasman, D.I., O'Connel, J.R., Corre, T., Nongmaithem, S.S., Chen, Y., Mangino, M., Ruggiero, D., Traglia, M., Farmaki, A.E., Kacprowski, T., Bjonnes, A., van der Spek, A., Wu, Y., Giri, A.K., Yanek, L.R., Wang, L., Hofer, E., Rietveld, C.A., McLeod, O., Cornelis, M.C., Pattaro, C., Verweij, N., Baumbach, C., Abdellaoui, A., Warren, H.R., Vuckovic, D., Mei, H., Bouchard, C., Perry, J.R., Cappellani, S., Mirza, S.S., Benton, M.C., Broeckel, U., Medland, S.E., Lind, P.A., Malerba, G., Drong, A., Yengo, L., Bielak, L.F., Zhi, D., van der Most, P.J., Shriner, D., Mägi, R., Hemani, G., Karaderi, T., Wang, Z., Liu, T., Demuth, I., Zhao, J.H., Meng, W., Lataniotis, L., van der Laan, S.W., Bradfield, J.P., Wood, A.R., Bonnefond, A., Ahluwalia, T.S., Hall, L.M., Salvi, E., Yazar, S., Carstensen, L., de Haan, H.G., Abney, M., Afzal, U., Allison, M.A., Amin, N., Asselbergs, F.W., Bakker, S.J., Barr, R.G., Baumeister, S.E., Benjamin, D.J., Bergmann, S., Boerwinkle, E., Bottinger, E.P., Campbell, A., Chakravarti, A., Chan, Y., Chanock, S.J., Chen, C., Chen, Y.D., Collins, F.S., Connell, J., Correa, A., Cupples, L.A., Smith, G.D., Davies, G., Dörr, M., Ehret, G., Ellis, S.B., Feenstra, B., Feitosa, M.F., Ford, I., Fox, C.S., Frayling, T.M., Friedrich, N., Geller, F., Scotland, G., Gillham-Nasenya, I., Gottesman, O., Graff, M., Grodstein, F., Gu, C., Haley, C., Hammond, C.J., Harris, S.E., Harris, T.B., Hastie, N.D., Heard-Costa, N.L., Heikkilä, K., Hocking, L.J., Homuth, G., Hottenga, J.J., Huang, J., Huffman, J.E., Hysi, P.G., Ikram, M.A., Ingelsson, E., Joensuu, A., Johansson, Å., Jousilahti, P., Jukema, J.W., Kähönen, M., Kamatani, Y., Kanoni, S., Kerr, S.M., Khan, N.M., Koellinger, P., Koistinen, H.A., Kooner, M.K., Kubo, M., Kuusisto, J., Lahti, J., Launer, L.J., Lea, R.A., Lehne, B., Lehtimäki, T., Liewald, D.C., Lind, L., Loh, M., Lokki, M.L., London, S.J., Loomis, S.J., Loukola, A., Lu, Y., Lumley, T., Lundqvist, A., Männistö, S., Marques-Vidal, P., Masciullo, C., Matchan, A., Mathias, R.A., Matsuda, K., Meigs, J.B., Meisinger, C., Meitinger, T., Menni, C., Mentch, F.D., Mihailov, E., Milani, L., Montasser, M.E., Montgomery, G.W., Morrison, A., Myers, R.H., Nadukuru, R., Navarro, P., Nelis, M., Nieminen, M.S., Nolte, I.M., O'Connor, G.T., Ogunniyi, A., Padmanabhan, S., Palmas, W.R., Pankow, J.S., Patarcic, I., Pavani, F., Peyser, P.A., Pietilainen, K., Poulter, N., Prokopenko, I., Ralhan, S., Redmond, P., Rich, S.S., Rissanen, H., Robino, A., Rose, L.M., Rose, R., Sala, C., Salako, B., Salomaa, V., Sarin, A.P., Saxena, R., Schmidt, H., Scott, L.J., Scott, W.R., Sennblad, B., Seshadri, S., Sever, P., Shrestha, S., Smith, B.H., Smith, J.A., Soranzo, N., Sotoodehnia, N., Southam, L., Stanton, A.V., Stathopoulou, M.G., Strauch, K., Strawbridge, R.J., Suderman, M.J., Tandon, N., Tang, S.T., Taylor, K.D., Tayo, B.O., Töglhofer, A.M., Tomaszewski, M., T?ernikova N., Tuomilehto, J., Uitterlinden, A.G., Vaidya, D., van Hylckama Vlieg, A., van Setten, J., Vasankari, T., Vedantam, S., Vlachopoulou, E., Vozzi, D., Vuoksimaa, E., Waldenberger, M., Ware, E.B., Wentworth-Shields, W., Whitfield, J.B., Wild, S., Willemsen, G., Yajnik, C.S., Yao, J., Zaza, G., Zhu, X., Salem, R.M., Melbye, M., Bisgaard, H., Samani, N.J., Cusi, D., Mackey, D.A., Cooper, R.S., Froguel, P., Pasterkamp, G., Grant, S.F., Hakonarson, H., Ferrucci, L., Scott, R.A., Morris, A.D., Palmer, C.N., Dedoussis, G., Deloukas, P., Bertram, L., Lindenberger, U., Berndt, S.I., Lindgren, C.M., Timpson, N.J., Tönjes, A., Munroe, P.B., Sørensen, T.I., Rotimi, C.N., Arnett, D.K., Oldehinkel, A.J., Kardia, S.L., Balkau, B., Gambaro, G., Morris, A.P., Eriksson, J.G., Wright, M.J., Martin, N.G., Hunt, S.C., Starr, J.M., Deary, I.J., Griffiths, L.R., Tiemeier, H., Pirastu, N., Kaprio, J., Wareham, N.J., Pérusse, L., Wilson, J.G., Girotto, G., Caulfield, M.J., Raitakari, O., Boomsma, D.I., Gieger, C., van der Harst, P., Hicks, A.A., Kraft, P., Sinisalo, J., Knekt, P., Johannesson, M., Magnusson, P.K., Hamsten, A., Schmidt, R., Borecki, I.B., Vartiainen, E., Becker, D.M., Bharadwaj, D., Mohlke, K.L., Boehnke, M., van Duijn, C.M., Sanghera, D.K., Teumer, A., Zeggini, E., Metspalu, A., Gasparini, P., Ulivi, S., Ober, C., Toniolo, D., Rudan, I., Porteous, D.J., Ciullo, M., Spector, T.D., Hayward, C., Dupuis, J., Loos, R.J., Wright, A.F., Chandak, G.R., Vollenweider, P., Shuldiner, A.R., Ridker, P.M., Rotter, J.I., Sattar, N., Gyllensten, U., North, K.E., Pirastu, M., Psaty, B.M., Weir, D.R., Laakso, M., Gudnason, V., Takahashi, A., Chambers, J.C., Kooner, J.S., Strachan, D.P., Campbell, H., Hirschhorn, J.N., Perola, M., Pola?ek O., Wilson, J.F., BioBank Japan, Project, Joshi, P.K., Esko, T., Mattsson, H., Eklund, N., Gandin, I., Nutile, T., Jackson, A.U., Schurmann, C., Smith, A.V., Zhang, W., Okada, Y., Stančáková, A., Faul, J.D., Zhao, W., Bartz, T.M., Concas, M.P., Franceschini, N., Enroth, S., Vitart, V., Trompet, S., Guo, X., Chasman, D.I., O'Connel, J.R., Corre, T., Nongmaithem, S.S., Chen, Y., Mangino, M., Ruggiero, D., Traglia, M., Farmaki, A.E., Kacprowski, T., Bjonnes, A., van der Spek, A., Wu, Y., Giri, A.K., Yanek, L.R., Wang, L., Hofer, E., Rietveld, C.A., McLeod, O., Cornelis, M.C., Pattaro, C., Verweij, N., Baumbach, C., Abdellaoui, A., Warren, H.R., Vuckovic, D., Mei, H., Bouchard, C., Perry, J.R., Cappellani, S., Mirza, S.S., Benton, M.C., Broeckel, U., Medland, S.E., Lind, P.A., Malerba, G., Drong, A., Yengo, L., Bielak, L.F., Zhi, D., van der Most, P.J., Shriner, D., Mägi, R., Hemani, G., Karaderi, T., Wang, Z., Liu, T., Demuth, I., Zhao, J.H., Meng, W., Lataniotis, L., van der Laan, S.W., Bradfield, J.P., Wood, A.R., Bonnefond, A., Ahluwalia, T.S., Hall, L.M., Salvi, E., Yazar, S., Carstensen, L., de Haan, H.G., Abney, M., Afzal, U., Allison, M.A., Amin, N., Asselbergs, F.W., Bakker, S.J., Barr, R.G., Baumeister, S.E., Benjamin, D.J., Bergmann, S., Boerwinkle, E., Bottinger, E.P., Campbell, A., Chakravarti, A., Chan, Y., Chanock, S.J., Chen, C., Chen, Y.D., Collins, F.S., Connell, J., Correa, A., Cupples, L.A., Smith, G.D., Davies, G., Dörr, M., Ehret, G., Ellis, S.B., Feenstra, B., Feitosa, M.F., Ford, I., Fox, C.S., Frayling, T.M., Friedrich, N., Geller, F., Scotland, G., Gillham-Nasenya, I., Gottesman, O., Graff, M., Grodstein, F., Gu, C., Haley, C., Hammond, C.J., Harris, S.E., Harris, T.B., Hastie, N.D., Heard-Costa, N.L., Heikkilä, K., Hocking, L.J., Homuth, G., Hottenga, J.J., Huang, J., Huffman, J.E., Hysi, P.G., Ikram, M.A., Ingelsson, E., Joensuu, A., Johansson, Å., Jousilahti, P., Jukema, J.W., Kähönen, M., Kamatani, Y., Kanoni, S., Kerr, S.M., Khan, N.M., Koellinger, P., Koistinen, H.A., Kooner, M.K., Kubo, M., Kuusisto, J., Lahti, J., Launer, L.J., Lea, R.A., Lehne, B., Lehtimäki, T., Liewald, D.C., Lind, L., Loh, M., Lokki, M.L., London, S.J., Loomis, S.J., Loukola, A., Lu, Y., Lumley, T., Lundqvist, A., Männistö, S., Marques-Vidal, P., Masciullo, C., Matchan, A., Mathias, R.A., Matsuda, K., Meigs, J.B., Meisinger, C., Meitinger, T., Menni, C., Mentch, F.D., Mihailov, E., Milani, L., Montasser, M.E., Montgomery, G.W., Morrison, A., Myers, R.H., Nadukuru, R., Navarro, P., Nelis, M., Nieminen, M.S., Nolte, I.M., O'Connor, G.T., Ogunniyi, A., Padmanabhan, S., Palmas, W.R., Pankow, J.S., Patarcic, I., Pavani, F., Peyser, P.A., Pietilainen, K., Poulter, N., Prokopenko, I., Ralhan, S., Redmond, P., Rich, S.S., Rissanen, H., Robino, A., Rose, L.M., Rose, R., Sala, C., Salako, B., Salomaa, V., Sarin, A.P., Saxena, R., Schmidt, H., Scott, L.J., Scott, W.R., Sennblad, B., Seshadri, S., Sever, P., Shrestha, S., Smith, B.H., Smith, J.A., Soranzo, N., Sotoodehnia, N., Southam, L., Stanton, A.V., Stathopoulou, M.G., Strauch, K., Strawbridge, R.J., Suderman, M.J., Tandon, N., Tang, S.T., Taylor, K.D., Tayo, B.O., Töglhofer, A.M., Tomaszewski, M., T?ernikova N., Tuomilehto, J., Uitterlinden, A.G., Vaidya, D., van Hylckama Vlieg, A., van Setten, J., Vasankari, T., Vedantam, S., Vlachopoulou, E., Vozzi, D., Vuoksimaa, E., Waldenberger, M., Ware, E.B., Wentworth-Shields, W., Whitfield, J.B., Wild, S., Willemsen, G., Yajnik, C.S., Yao, J., Zaza, G., Zhu, X., Salem, R.M., Melbye, M., Bisgaard, H., Samani, N.J., Cusi, D., Mackey, D.A., Cooper, R.S., Froguel, P., Pasterkamp, G., Grant, S.F., Hakonarson, H., Ferrucci, L., Scott, R.A., Morris, A.D., Palmer, C.N., Dedoussis, G., Deloukas, P., Bertram, L., Lindenberger, U., Berndt, S.I., Lindgren, C.M., Timpson, N.J., Tönjes, A., Munroe, P.B., Sørensen, T.I., Rotimi, C.N., Arnett, D.K., Oldehinkel, A.J., Kardia, S.L., Balkau, B., Gambaro, G., Morris, A.P., Eriksson, J.G., Wright, M.J., Martin, N.G., Hunt, S.C., Starr, J.M., Deary, I.J., Griffiths, L.R., Tiemeier, H., Pirastu, N., Kaprio, J., Wareham, N.J., Pérusse, L., Wilson, J.G., Girotto, G., Caulfield, M.J., Raitakari, O., Boomsma, D.I., Gieger, C., van der Harst, P., Hicks, A.A., Kraft, P., Sinisalo, J., Knekt, P., Johannesson, M., Magnusson, P.K., Hamsten, A., Schmidt, R., Borecki, I.B., Vartiainen, E., Becker, D.M., Bharadwaj, D., Mohlke, K.L., Boehnke, M., van Duijn, C.M., Sanghera, D.K., Teumer, A., Zeggini, E., Metspalu, A., Gasparini, P., Ulivi, S., Ober, C., Toniolo, D., Rudan, I., Porteous, D.J., Ciullo, M., Spector, T.D., Hayward, C., Dupuis, J., Loos, R.J., Wright, A.F., Chandak, G.R., Vollenweider, P., Shuldiner, A.R., Ridker, P.M., Rotter, J.I., Sattar, N., Gyllensten, U., North, K.E., Pirastu, M., Psaty, B.M., Weir, D.R., Laakso, M., Gudnason, V., Takahashi, A., Chambers, J.C., Kooner, J.S., Strachan, D.P., Campbell, H., Hirschhorn, J.N., Perola, M., Pola?ek O., and Wilson, J.F.
Abstract: Homozygosity has long been associated with rare, often devastating, Mendelian disorders, and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness. However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power. Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 × 10(-300), 2.1 × 10(-6), 2.5 × 10(-10) and 1.8 × 10(-10), respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples, no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection, this study provides evidence that increased stature and cognitive function have been positively selected in human evolu
Published: 2015

84. Improved imputation of low-frequency and rare variants using the UK10K haplotype reference panel

Author: Huang, J. (Jie), Howie, B. (Bryan), McCarthy, S. (Shane), Memari, Y. (Yasin), Walter, K. (Klaudia), Min, J.L. (Josine L.), Danecek, P. (Petr), Malerba, G. (Giovanni), Trabetti, E. (Elisabetta), Zheng, H.-F. (Hou-Feng), Gambaro, G. (Giovanni), Richards, J.B. (Brent), Durbin, R. (Richard), Timpson, N.J. (Nicholas), Marchini, J. (Jonathan), Soranzo, N. (Nicole), Al Turki, S.H. (Saeed), Amuzu, A. (Antoinette), Anderson, C. (Carl), Anney, R. (Richard), Antony, D. (Dinu), Artigas, M.S., Ayub, M. (Muhammad), Bala, S. (Senduran), Barrett, J.C. (Jeffrey), Barroso, I.E. (Inês), Beales, P.L. (Philip), Benn, M. (Marianne), Bentham, J. (Jamie), Bhattacharya, S. (Shoumo), Birney, E. (Ewan), Blackwood, D.H.R. (Douglas), Bobrow, M. (Martin), Bochukova, E. (Elena), Bolton, P.F. (Patrick F.), Bounds, R. (Rebecca), Boustred, C. (Chris), Breen, G. (Gerome), Calissano, M. (Mattia), Carss, K. (Keren), Casas, J.P. (Juan Pablo), Chambers, J.C. (John C.), Charlton, R. (Ruth), Chatterjee, K. (Krishna), Chen, L. (Lu), Ciampi, A. (Antonio), Cirak, S. (Sebahattin), Clapham, P. (Peter), Clement, G. (Gail), Coates, G. (Guy), Cocca, M. (Massimiliano), Collier, D.A. (David), Cosgrove, C. (Catherine), Cox, T. (Tony), Craddock, N.J. (Nick), Crooks, L. (Lucy), Curran, S. (Sarah), Curtis, D. (David), Daly, A. (Allan), Day, I.N.M. (Ian N.M.), Day-Williams, A.G. (Aaron), Dedoussis, G.V. (George), Down, T. (Thomas), Du, Y. (Yuanping), Duijn, C.M. (Cornelia) van, Dunham, I. (Ian), Edkins, T. (Ted), Ekong, R. (Rosemary), Ellis, P. (Peter), Evans, D.M. (David), Farooqi, I.S. (I. Sadaf), Fitzpatrick, D.R. (David R.), Flicek, P. (Paul), Floyd, J. (James), Foley, A.R. (A. Reghan), Franklin, C.S. (Christopher S.), Futema, M. (Marta), Gallagher, L. (Louise), Gasparini, P. (Paolo), Gaunt, T.R. (Tom), Geihs, M. (Matthias), Geschwind, D. (Daniel), Greenwood, C.M.T. (Celia), Griffin, H. (Heather), Grozeva, D. (Detelina), Guo, X. (Xiaosen), Guo, X. (Xueqin), Gurling, H. (Hugh), Hart, D. (Deborah), Hendricks, A.E. (Audrey E.), Holmans, P.A. (Peter A.), Huang, L. (Liren), Hubbard, T. (Tim), Humphries, S.E. (Steve E.), Hurles, M.E. (Matthew), Hysi, P.G. (Pirro), Iotchkova, V. (Valentina), Isaacs, A. (Aaron), Jackson, D.K. (David K.), Jamshidi, Y. (Yalda), Johnson, J. (Jon), Joyce, C. (Chris), Karczewski, K.J. (Konrad), Kaye, J. (Jane), Keane, T. (Thomas), Kemp, J.P. (John), Kennedy, K. (Karen), Kent, A. (Alastair), Keogh, J. (Julia), Khawaja, F. (Farrah), Kleber, M.E. (Marcus), Van Kogelenberg, M. (Margriet), Kolb-Kokocinski, A. (Anja), Kooner, J.S. (Jaspal S.), Lachance, G. (Genevieve), Langenberg, C. (Claudia), Langford, C. (Cordelia), Lawson, D. (Daniel), Lee, I. (Irene), Leeuwen, E.M. (Elisa) van, Lek, M. (Monkol), Li, R. (Rui), Li, Y. (Yingrui), Liang, J. (Jieqin), Lin, H. (Hong), Liu, R. (Ryan), Lönnqvist, J. (Jouko), Lopes, L.R. (Luis R.), Lopes, M.C. (Margarida), Luan, J., MacArthur, D.G. (Daniel G.), Mangino, M. (Massimo), Marenne, G. (Gaëlle), März, W. (Winfried), Maslen, J. (John), Matchan, A. (Angela), Mathieson, I. (Iain), McGuffin, P. (Peter), McIntosh, A.M. (Andrew), McKechanie, A.G. (Andrew G.), McQuillin, A. (Andrew), Metrustry, S. (Sarah), Migone, N. (Nicola), Mitchison, H.M. (Hannah M.), Moayyeri, A. (Alireza), Morris, J. (James), Morris, R.W. (Richard), Muddyman, D. (Dawn), Muntoni, F., Nordestgaard, B.G. (Børge G.), Northstone, K. (Kate), O'donovan, M.C. (Michael), O'Rahilly, S. (Stephen), Onoufriadis, A. (Alexandros), Oualkacha, K. (Karim), Owen, M.J. (Michael J.), Palotie, A. (Aarno), Panoutsopoulou, K. (Kalliope), Parker, V. (Victoria), Parr, J.R. (Jeremy R.), Paternoster, L. (Lavinia), Paunio, T. (Tiina), Payne, F. (Felicity), Payne, S.J. (Stewart J.), Perry, J.R.B. (John), Pietiläinen, O.P.H. (Olli), Plagnol, V. (Vincent), Pollitt, R.C. (Rebecca C.), Povey, S. (Sue), Quail, M.A. (Michael A.), Quaye, L. (Lydia), Raymond, L. (Lucy), Rehnström, K. (Karola), Ridout, C.K. (Cheryl K.), Ring, S.M. (Susan), Ritchie, G.R.S. (Graham R.S.), Roberts, N. (Nicola), Robinson, R.L. (Rachel L.), Savage, D.B. (David), Scambler, P.J. (Peter), Schiffels, S. (Stephan), Schmidts, M. (Miriam), Schoenmakers, N. (Nadia), Scott, R.H. (Richard H.), Scott, R.A. (Robert), Semple, R.K. (Robert K.), Serra, E. (Eva), Sharp, S.I. (Sally I.), Shaw, A.C. (Adam C.), Shihab, H.A. (Hashem A.), Shin, S.-Y. (So-Youn), Skuse, D. (David), Small, K.S. (Kerrin), Smee, C. (Carol), Smith, A.V. (Davey), Southam, L. (Lorraine), Spasic-Boskovic, O. (Olivera), Spector, T.D. (Timothy), St. Clair, D. (David), St Pourcain, B. (Beate), Stalker, J. (Jim), Stevens, E. (Elizabeth), Sun, J. (Jianping), Surdulescu, G. (Gabriela), Suvisaari, J. (Jaana), Syrris, P. (Petros), Tachmazidou, I. (Ioanna), Taylor, R. (Rohan), Tian, J. (Jing), Tobin, M.D. (Martin), Toniolo, D. (Daniela), Traglia, M. (Michela), Tybjaerg-Hansen, A. (Anne), Valdes, A.M., Vandersteen, A.M. (Anthony M.), Varbo, A. (Anette), Vijayarangakannan, P. (Parthiban), Visscher, P.M. (Peter), Wain, L.V. (Louise), Walters, J.T. (James), Wang, G. (Guangbiao), Wang, J. (Jun), Wang, Y. (Yu), Ward, K. (Kirsten), Wheeler, E. (Eleanor), Whincup, P.H. (Peter), Whyte, T. (Tamieka), Williams, H.J. (Hywel J.), Williamson, K.A. (Kathleen), Wilson, C. (Crispian), Wilson, S.G. (Scott), Wong, K. (Kim), Xu, C. (Changjiang), Yang, J. (Jian), Zaza, G. (Gianluigi), Zeggini, E. (Eleftheria), Zhang, F. (Feng), Zhang, P. (Pingbo), Zhang, W. (Weihua), Huang, J. (Jie), Howie, B. (Bryan), McCarthy, S. (Shane), Memari, Y. (Yasin), Walter, K. (Klaudia), Min, J.L. (Josine L.), Danecek, P. (Petr), Malerba, G. (Giovanni), Trabetti, E. (Elisabetta), Zheng, H.-F. (Hou-Feng), Gambaro, G. (Giovanni), Richards, J.B. (Brent), Durbin, R. (Richard), Timpson, N.J. (Nicholas), Marchini, J. (Jonathan), Soranzo, N. (Nicole), Al Turki, S.H. (Saeed), Amuzu, A. (Antoinette), Anderson, C. (Carl), Anney, R. (Richard), Antony, D. (Dinu), Artigas, M.S., Ayub, M. (Muhammad), Bala, S. (Senduran), Barrett, J.C. (Jeffrey), Barroso, I.E. (Inês), Beales, P.L. (Philip), Benn, M. (Marianne), Bentham, J. (Jamie), Bhattacharya, S. (Shoumo), Birney, E. (Ewan), Blackwood, D.H.R. (Douglas), Bobrow, M. (Martin), Bochukova, E. (Elena), Bolton, P.F. (Patrick F.), Bounds, R. (Rebecca), Boustred, C. (Chris), Breen, G. (Gerome), Calissano, M. (Mattia), Carss, K. (Keren), Casas, J.P. (Juan Pablo), Chambers, J.C. (John C.), Charlton, R. (Ruth), Chatterjee, K. (Krishna), Chen, L. (Lu), Ciampi, A. (Antonio), Cirak, S. (Sebahattin), Clapham, P. (Peter), Clement, G. (Gail), Coates, G. (Guy), Cocca, M. (Massimiliano), Collier, D.A. (David), Cosgrove, C. (Catherine), Cox, T. (Tony), Craddock, N.J. (Nick), Crooks, L. (Lucy), Curran, S. (Sarah), Curtis, D. (David), Daly, A. (Allan), Day, I.N.M. (Ian N.M.), Day-Williams, A.G. (Aaron), Dedoussis, G.V. (George), Down, T. (Thomas), Du, Y. (Yuanping), Duijn, C.M. (Cornelia) van, Dunham, I. (Ian), Edkins, T. (Ted), Ekong, R. (Rosemary), Ellis, P. (Peter), Evans, D.M. (David), Farooqi, I.S. (I. Sadaf), Fitzpatrick, D.R. (David R.), Flicek, P. (Paul), Floyd, J. (James), Foley, A.R. (A. Reghan), Franklin, C.S. (Christopher S.), Futema, M. (Marta), Gallagher, L. (Louise), Gasparini, P. (Paolo), Gaunt, T.R. (Tom), Geihs, M. (Matthias), Geschwind, D. (Daniel), Greenwood, C.M.T. (Celia), Griffin, H. (Heather), Grozeva, D. (Detelina), Guo, X. (Xiaosen), Guo, X. (Xueqin), Gurling, H. (Hugh), Hart, D. (Deborah), Hendricks, A.E. (Audrey E.), Holmans, P.A. (Peter A.), Huang, L. (Liren), Hubbard, T. (Tim), Humphries, S.E. (Steve E.), Hurles, M.E. (Matthew), Hysi, P.G. (Pirro), Iotchkova, V. (Valentina), Isaacs, A. (Aaron), Jackson, D.K. (David K.), Jamshidi, Y. (Yalda), Johnson, J. (Jon), Joyce, C. (Chris), Karczewski, K.J. (Konrad), Kaye, J. (Jane), Keane, T. (Thomas), Kemp, J.P. (John), Kennedy, K. (Karen), Kent, A. (Alastair), Keogh, J. (Julia), Khawaja, F. (Farrah), Kleber, M.E. (Marcus), Van Kogelenberg, M. (Margriet), Kolb-Kokocinski, A. (Anja), Kooner, J.S. (Jaspal S.), Lachance, G. (Genevieve), Langenberg, C. (Claudia), Langford, C. (Cordelia), Lawson, D. (Daniel), Lee, I. (Irene), Leeuwen, E.M. (Elisa) van, Lek, M. (Monkol), Li, R. (Rui), Li, Y. (Yingrui), Liang, J. (Jieqin), Lin, H. (Hong), Liu, R. (Ryan), Lönnqvist, J. (Jouko), Lopes, L.R. (Luis R.), Lopes, M.C. (Margarida), Luan, J., MacArthur, D.G. (Daniel G.), Mangino, M. (Massimo), Marenne, G. (Gaëlle), März, W. (Winfried), Maslen, J. (John), Matchan, A. (Angela), Mathieson, I. (Iain), McGuffin, P. (Peter), McIntosh, A.M. (Andrew), McKechanie, A.G. (Andrew G.), McQuillin, A. (Andrew), Metrustry, S. (Sarah), Migone, N. (Nicola), Mitchison, H.M. (Hannah M.), Moayyeri, A. (Alireza), Morris, J. (James), Morris, R.W. (Richard), Muddyman, D. (Dawn), Muntoni, F., Nordestgaard, B.G. (Børge G.), Northstone, K. (Kate), O'donovan, M.C. (Michael), O'Rahilly, S. (Stephen), Onoufriadis, A. (Alexandros), Oualkacha, K. (Karim), Owen, M.J. (Michael J.), Palotie, A. (Aarno), Panoutsopoulou, K. (Kalliope), Parker, V. (Victoria), Parr, J.R. (Jeremy R.), Paternoster, L. (Lavinia), Paunio, T. (Tiina), Payne, F. (Felicity), Payne, S.J. (Stewart J.), Perry, J.R.B. (John), Pietiläinen, O.P.H. (Olli), Plagnol, V. (Vincent), Pollitt, R.C. (Rebecca C.), Povey, S. (Sue), Quail, M.A. (Michael A.), Quaye, L. (Lydia), Raymond, L. (Lucy), Rehnström, K. (Karola), Ridout, C.K. (Cheryl K.), Ring, S.M. (Susan), Ritchie, G.R.S. (Graham R.S.), Roberts, N. (Nicola), Robinson, R.L. (Rachel L.), Savage, D.B. (David), Scambler, P.J. (Peter), Schiffels, S. (Stephan), Schmidts, M. (Miriam), Schoenmakers, N. (Nadia), Scott, R.H. (Richard H.), Scott, R.A. (Robert), Semple, R.K. (Robert K.), Serra, E. (Eva), Sharp, S.I. (Sally I.), Shaw, A.C. (Adam C.), Shihab, H.A. (Hashem A.), Shin, S.-Y. (So-Youn), Skuse, D. (David), Small, K.S. (Kerrin), Smee, C. (Carol), Smith, A.V. (Davey), Southam, L. (Lorraine), Spasic-Boskovic, O. (Olivera), Spector, T.D. (Timothy), St. Clair, D. (David), St Pourcain, B. (Beate), Stalker, J. (Jim), Stevens, E. (Elizabeth), Sun, J. (Jianping), Surdulescu, G. (Gabriela), Suvisaari, J. (Jaana), Syrris, P. (Petros), Tachmazidou, I. (Ioanna), Taylor, R. (Rohan), Tian, J. (Jing), Tobin, M.D. (Martin), Toniolo, D. (Daniela), Traglia, M. (Michela), Tybjaerg-Hansen, A. (Anne), Valdes, A.M., Vandersteen, A.M. (Anthony M.), Varbo, A. (Anette), Vijayarangakannan, P. (Parthiban), Visscher, P.M. (Peter), Wain, L.V. (Louise), Walters, J.T. (James), Wang, G. (Guangbiao), Wang, J. (Jun), Wang, Y. (Yu), Ward, K. (Kirsten), Wheeler, E. (Eleanor), Whincup, P.H. (Peter), Whyte, T. (Tamieka), Williams, H.J. (Hywel J.), Williamson, K.A. (Kathleen), Wilson, C. (Crispian), Wilson, S.G. (Scott), Wong, K. (Kim), Xu, C. (Changjiang), Yang, J. (Jian), Zaza, G. (Gianluigi), Zeggini, E. (Eleftheria), Zhang, F. (Feng), Zhang, P. (Pingbo), and Zhang, W. (Weihua)
Abstract: Imputing genotypes from reference panels created by whole-genome sequencing (WGS) provides a cost-effective strategy for augmenting the single-nucleotide polymorphism (SNP) content of genome-wide arrays. The UK10K Cohorts project has generated a data set of 3,781 whole genomes sequenced at low depth (average 7x), aiming to exhaustively characterize genetic variation down to 0.1% minor allele frequency in the British population. Here we demonstrate the value of this
Published: 2015
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85. Directional dominance on stature and cognition in diverse human populations

Author: Joshi, P.K. (Peter), Esko, T. (Tõnu), Mattsson, H. (Hannele), Eklund, N. (Niina), Gandin, I. (Ilaria), Nutile, T., Jackson, A.U. (Anne), Schurmann, C. (Claudia), Smith, A.V. (Davey), Zhang, W. (Weihua), Okada, Y. (Yukinori), Stancáková, A. (Alena), Faul, J.D. (Jessica D.), Zhao, W. (Wei), Bartz, T.M. (Traci M.), Concas, M.P. (Maria Pina), Franceschini, N. (Nora), Enroth, S. (Stefan), Vitart, V. (Veronique), Trompet, S. (Stella), Guo, X. (Xiuqing), Chasman, D.I. (Daniel), O'Connel, J.R. (Jeffrey R.), Corre, T. (Tanguy), Nongmaithem, S.S. (Suraj S.), Chen, Y. (Yuning), Mangino, M. (Massimo), Ruggiero, D., Traglia, M. (Michela), Farmaki, A.-E. (Aliki-Eleni), Kacprowski, T. (Tim), Bjonnes, A. (Andrew), Spek, A. (Ashley) van der, Wu, Y. (Ying), Giri, A.K. (Anil K.), Yanek, L.R. (Lisa), Wang, L. (Lihua), Hofer, E. (Edith), Rietveld, C.A. (Niels), McLeod, O. (Olga), Cornelis, M. (Marilyn), Pattaro, C. (Cristian), Verweij, N. (Niek), Baumbach, C. (Clemens), Abdellaoui, A. (Abdel), Warren, H. (Helen), Vuckovic, D. (Dragana), Mei, H. (Hao), Bouchard, C. (Claude), Perry, J.R.B. (John), Cappellani, S. (Stefania), Mirza, S.S. (Saira), Benton, M.C. (Miles C.), Broeckel, U. (Ulrich), Medland, S.E. (Sarah), Lind, P.A. (Penelope), Malerba, G. (Giovanni), Drong, A. (Alexander), Yengo, L. (Loic), Bielak, L.F. (Lawrence F.), Zhi, D. (Degui), Most, P.J. (Peter) van der, Shriner, D. (Daniel), Mägi, R. (Reedik), Hemani, G., Karaderi, T. (Tugce), Wang, Z. (Zhaoming), Liu, T. (Tian), Demuth, I. (Ilja), Zhao, J.H. (Jing Hua), Meng, W. (Weihua), Lataniotis, L. (Lazaros), Van Der Laan, S.W. (Sander W.), Bradfield, J.P. (Jonathan), Wood, A.R. (Andrew), Bonnefond, A. (Amélie), Ahluwalia, T.S. (Tarunveer Singh), Hall, L.M. (Leanne M.), Salvi, E. (Erika), Yazar, S. (Seyhan), Carstensen, L. (Lisbeth), Haan, H.G. (Hugoline) de, Abney, M. (Mark), Afzal, U. (Uzma), Allison, M.A. (Matthew), Amin, N. (Najaf), Asselbergs, F.W. (Folkert W.), Bakker, S.J.L. (Stephan), Barr, R.G. (Graham), Baumeister, S.E. (Sebastian), Benjamin, D.J. (Daniel J.), Bergmann, S. (Sven), Boerwinkle, E.A. (Eric), Bottinger, E.P. (Erwin P.), Campbell, A. (Archie), Chakravarti, A. (Aravinda), Chan, Y. (Yingleong), Chanock, S.J. (Stephen), Chen, C. (Constance), Chen, Y.-D.I. (Y.-D. Ida), Collins, F.S. (Francis), Connell, J. (John), Correa, A. (Adolfo), Cupples, L.A. (Adrienne), Davies, G. (Gail), Dörr, M. (Marcus), Ehret, G.B. (Georg), Ellis, S.B. (Stephen B.), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Ford, I., Fox, C.S. (Caroline), Frayling, T.M. (Timothy), Friedrich, N. (Nele), Geller, F. (Frank), Scotland, G. (Generation), Gillham-Nasenya, I. (Irina), Gottesman, R.F. (Rebecca), Graff, M.J. (Maud J.L.), Grodstein, F. (Francine), Gu, C. (Charles), Haley, C. (Chris), Hammond, C.J. (Christopher), Harris, S.E. (Sarah), Harris, T.B. (Tamara), Hastie, N. (Nick), Heard-Costa, N.L. (Nancy), Heikkilä, K. (Kauko), Hocking, L.J. (Lynne), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Huffman, J.E. (Jennifer), Hysi, P.G. (Pirro), Ikram, M.A. (Arfan), Ingelsson, E. (Erik), Joensuu, A. (Anni), Johansson, A. (Åsa), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Kähönen, M. (Mika), Kamatani, Y. (Yoichiro), Kanoni, S. (Stavroula), Kerr, S.M. (Shona), Khan, N.M. (Nazir M.), Koellinger, Ph.D. (Philipp), Koistinen, H.A. (Heikki A.), Kooner, M.K. (Manraj K.), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lahti, J. (Jari), Launer, L.J. (Lenore), Lea, R.A. (Rodney A.), Lehne, B. (Benjamin), Lehtimäki, T. (Terho), Liewald, D.C.M. (David), Lind, L. (Lars), Loh, M. (Marie), Lokki, M.L., London, S.J. (Stephanie J.), Loomis, S.J. (Stephanie J.), Loukola, A. (Anu), Lu, Y. (Yingchang), Lumley, T. (Thomas), Lundqvist, A. (Annamari), Männistö, S. (Satu), Marques-Vidal, P. (Pedro), Masciullo, C. (Corrado), Matchan, A. (Angela), Mathias, J. (Jasmine), Matsuda, K. (Koichi), Meigs, J.B. (James), Meisinger, C. (Christa), Meitinger, T. (Thomas), Menni, C. (Cristina), Mentch, F.D. (Frank), Mihailov, E. (Evelin), Milani, L. (Lili), Montasser, M.E. (May E.), Montgomery, G.W. (Grant), Morrison, A.C. (Alanna), Myers, R.H. (Richard), Nadukuru, R. (Rajiv), Navarro, P. (Pau), Nalis, M. (Mari), Nieminen, M.S. (Markku S.), Nolte, I.M. (Ilja M.), O'Connor, G.T. (George), Ogunniyi, A. (Adesola), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Pankow, J.S. (James), Patarcic, I. (Inga), Pavani, F. (Francesca), Peyser, P.A. (Patricia A.), Pietilainen, K.H. (Kirsi Hannele), Poulter, N.R. (Neil), Prokopenko, I. (Inga), Ralhan, S. (Sarju), Redmond, P. (Paul), Rich, S.S. (Stephen S.), Rissanen, H. (Harri), Robino, A. (Antonietta), Rose, L.M. (Lynda M.), Rose, R.J. (Richard J.), Sala, C. (Cinzia), Salako, B. (Babatunde), Salomaa, V. (Veikko), Sarin, A.-P., Saxena, R. (Richa), Schmidt, R. (Reinhold), Scott, L.J. (Laura), Scott, W.R. (William R.), Sennblad, B. (Bengt), Seshadri, S. (Sudha), Sever, P. (Peter), Shrestha, S. (Smeeta), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Soranzo, N. (Nicole), Sotoodehnia, N. (Nona), Southam, L. (Lorraine), Stanton, A. (Alice), Stathopoulou, M.G. (Maria G), Strauch, K. (Konstantin), Strawbridge, R.J. (Rona), Suderman, M.J. (Matthew J.), Tandon, N. (Nikhil), Tang, S.-T. (Sian-Tsun), Taylor, K.D. (Kent D.), Tayo, B. (Bamidele), Töglhofer, A.M. (Anna Maria), Tomaszewski, M. (Maciej), Tsernikova, N. (Natalia), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Vaidya, D. (Dhananjay), Hylckama Vlieg, A. (Astrid) van, Setten, J. (Jessica) van, Vasankari, T. (Tuula), Vedantam, S. (Sailaja), Vlachopoulou, E. (Efthymia), Vozzi, D. (Diego), Vuoksimaa, E. (Eero), Waldenberger, M. (Melanie), Ware, E.B. (Erin B.), Wentworth-Shields, W. (William), Whitfield, J. (John), Wild, S. (Sarah), Willemsen, G.A.H.M. (Gonneke), Yajnik, C.S. (Chittaranjan S.), Yao, J. (Jie), Zaza, G. (Gianluigi), Zhu, X. (Xiaofeng), Salem, R.M. (Rany), Melbye, M. (Mads), Bisgaard, H. (Hans), Samani, N.J. (Nilesh), Cusi, D. (Daniele), Mackey, D.A. (David A.), Cooper, R.S. (Richard S.), Froguel, P. (Philippe), Pasterkamp, G. (Gerard), Grant, S.F.A. (Struan F.A.), Hakonarson, H. (Hakon), Ferrucci, L. (Luigi), Scott, R.A. (Robert), Morris, A.D. (Andrew), Palmer, C.N.A. (Colin), Dedoussis, G.V. (George V.), Deloukas, P. (Panagiotis), Bertram, L. (Lars), Lindenberger, U. (Ulman), Berndt, S.I. (Sonja), Lindgren, C.M. (Cecilia), Timpson, N.J. (Nicholas), Tönjes, A. (Anke), Munroe, P. (Patricia), Sørensen, T.I.A. (Thorkild I.A.), Rotimi, C. (Charles), Arnett, D.K. (Donna), Oldehinkel, A.J. (Albertine), Kardia, S.L.R. (Sharon), Balkau, B. (Beverley), Gambaro, G. (Giovanni), Morris, A.P. (Andrew), Eriksson, J.G. (Johan G.), Wright, M.J. (Margaret), Martin, N.G. (Nicholas), Hunt, S.C. (Steven), Starr, J.M. (John), Deary, I.J. (Ian), Griffiths, L.R. (Lyn R.), Tiemeier, H.W. (Henning), Pirastu, N. (Nicola), Kaprio, J. (Jaakko), Wareham, N.J. (Nick), Perusse, L. (Louis), Wilson, J.G. (James), Girotto, S., Caulfield, M. (Mark), Raitakari, O.T. (Olli T.), Boomsma, D.I. (Dorret), Gieger, C. (Christian), van der Harst, P., Hicks, A.A. (Andrew), Kraft, P. (Peter), Sinisalo, J. (Juha), Knekt, P., Johannesson, M. (Magnus), Magnusson, P.K.E. (Patrik K. E.), Hamsten, A. (Anders), Borecki, I.B. (Ingrid), Vartiainen, E. (Erkki), Becker, D.M. (Diane), Bharadwaj, D. (Dwaipayan), Mohlke, K.L. (Karen), Boehnke, M. (Michael), Duijn, C.M. (Cornelia) van, Sanghera, D.K. (Dharambir), Teumer, A. (Alexander), Zeggini, E. (Eleftheria), Metspalu, A. (Andres), Gasparini, P. (Paolo), Ulivi, S. (Shelia), Ober, C. (Carole), Toniolo, D. (Daniela), Rudan, I. (Igor), Porteous, D.J. (David J.), Ciullo, M., Spector, T.D. (Timothy), Hayward, C. (Caroline), Dupuis, J. (Josée), Loos, R.J.F. (Ruth), Wright, A. (Alan), Chandak, G.R. (Giriraj), Vollenweider, P. (Peter), Shuldiner, A.R. (Alan), Ridker, P.M. (Paul), Rotter, J.I. (Jerome I.), Sattar, N. (Naveed), Gyllensten, U. (Ulf), North, K.E. (Kari), Pirastu, M. (Mario), Psaty, B.M. (Bruce), Weir, D.R. (David), Laakso, M. (Markku), Gudnason, V. (Vilmundur), Takahashi, A. (Atsushi), Chambers, J.C. (John C.), Kooner, J.S. (Jaspal S.), Strachan, D.P. (David P.), Campbell, H. (Harry), Hirschhorn, J.N. (Joel N.), Perola, M. (Markus), Polasek, O. (Ozren), Wilson, J.F. (James), Joshi, P.K. (Peter), Esko, T. (Tõnu), Mattsson, H. (Hannele), Eklund, N. (Niina), Gandin, I. (Ilaria), Nutile, T., Jackson, A.U. (Anne), Schurmann, C. (Claudia), Smith, A.V. (Davey), Zhang, W. (Weihua), Okada, Y. (Yukinori), Stancáková, A. (Alena), Faul, J.D. (Jessica D.), Zhao, W. (Wei), Bartz, T.M. (Traci M.), Concas, M.P. (Maria Pina), Franceschini, N. (Nora), Enroth, S. (Stefan), Vitart, V. (Veronique), Trompet, S. (Stella), Guo, X. (Xiuqing), Chasman, D.I. (Daniel), O'Connel, J.R. (Jeffrey R.), Corre, T. (Tanguy), Nongmaithem, S.S. (Suraj S.), Chen, Y. (Yuning), Mangino, M. (Massimo), Ruggiero, D., Traglia, M. (Michela), Farmaki, A.-E. (Aliki-Eleni), Kacprowski, T. (Tim), Bjonnes, A. (Andrew), Spek, A. (Ashley) van der, Wu, Y. (Ying), Giri, A.K. (Anil K.), Yanek, L.R. (Lisa), Wang, L. (Lihua), Hofer, E. (Edith), Rietveld, C.A. (Niels), McLeod, O. (Olga), Cornelis, M. (Marilyn), Pattaro, C. (Cristian), Verweij, N. (Niek), Baumbach, C. (Clemens), Abdellaoui, A. (Abdel), Warren, H. (Helen), Vuckovic, D. (Dragana), Mei, H. (Hao), Bouchard, C. (Claude), Perry, J.R.B. (John), Cappellani, S. (Stefania), Mirza, S.S. (Saira), Benton, M.C. (Miles C.), Broeckel, U. (Ulrich), Medland, S.E. (Sarah), Lind, P.A. (Penelope), Malerba, G. (Giovanni), Drong, A. (Alexander), Yengo, L. (Loic), Bielak, L.F. (Lawrence F.), Zhi, D. (Degui), Most, P.J. (Peter) van der, Shriner, D. (Daniel), Mägi, R. (Reedik), Hemani, G., Karaderi, T. (Tugce), Wang, Z. (Zhaoming), Liu, T. (Tian), Demuth, I. (Ilja), Zhao, J.H. (Jing Hua), Meng, W. (Weihua), Lataniotis, L. (Lazaros), Van Der Laan, S.W. (Sander W.), Bradfield, J.P. (Jonathan), Wood, A.R. (Andrew), Bonnefond, A. (Amélie), Ahluwalia, T.S. (Tarunveer Singh), Hall, L.M. (Leanne M.), Salvi, E. (Erika), Yazar, S. (Seyhan), Carstensen, L. (Lisbeth), Haan, H.G. (Hugoline) de, Abney, M. (Mark), Afzal, U. (Uzma), Allison, M.A. (Matthew), Amin, N. (Najaf), Asselbergs, F.W. (Folkert W.), Bakker, S.J.L. (Stephan), Barr, R.G. (Graham), Baumeister, S.E. (Sebastian), Benjamin, D.J. (Daniel J.), Bergmann, S. (Sven), Boerwinkle, E.A. (Eric), Bottinger, E.P. (Erwin P.), Campbell, A. (Archie), Chakravarti, A. (Aravinda), Chan, Y. (Yingleong), Chanock, S.J. (Stephen), Chen, C. (Constance), Chen, Y.-D.I. (Y.-D. Ida), Collins, F.S. (Francis), Connell, J. (John), Correa, A. (Adolfo), Cupples, L.A. (Adrienne), Davies, G. (Gail), Dörr, M. (Marcus), Ehret, G.B. (Georg), Ellis, S.B. (Stephen B.), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Ford, I., Fox, C.S. (Caroline), Frayling, T.M. (Timothy), Friedrich, N. (Nele), Geller, F. (Frank), Scotland, G. (Generation), Gillham-Nasenya, I. (Irina), Gottesman, R.F. (Rebecca), Graff, M.J. (Maud J.L.), Grodstein, F. (Francine), Gu, C. (Charles), Haley, C. (Chris), Hammond, C.J. (Christopher), Harris, S.E. (Sarah), Harris, T.B. (Tamara), Hastie, N. (Nick), Heard-Costa, N.L. (Nancy), Heikkilä, K. (Kauko), Hocking, L.J. (Lynne), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Huffman, J.E. (Jennifer), Hysi, P.G. (Pirro), Ikram, M.A. (Arfan), Ingelsson, E. (Erik), Joensuu, A. (Anni), Johansson, A. (Åsa), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Kähönen, M. (Mika), Kamatani, Y. (Yoichiro), Kanoni, S. (Stavroula), Kerr, S.M. (Shona), Khan, N.M. (Nazir M.), Koellinger, Ph.D. (Philipp), Koistinen, H.A. (Heikki A.), Kooner, M.K. (Manraj K.), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lahti, J. (Jari), Launer, L.J. (Lenore), Lea, R.A. (Rodney A.), Lehne, B. (Benjamin), Lehtimäki, T. (Terho), Liewald, D.C.M. (David), Lind, L. (Lars), Loh, M. (Marie), Lokki, M.L., London, S.J. (Stephanie J.), Loomis, S.J. (Stephanie J.), Loukola, A. (Anu), Lu, Y. (Yingchang), Lumley, T. (Thomas), Lundqvist, A. (Annamari), Männistö, S. (Satu), Marques-Vidal, P. (Pedro), Masciullo, C. (Corrado), Matchan, A. (Angela), Mathias, J. (Jasmine), Matsuda, K. (Koichi), Meigs, J.B. (James), Meisinger, C. (Christa), Meitinger, T. (Thomas), Menni, C. (Cristina), Mentch, F.D. (Frank), Mihailov, E. (Evelin), Milani, L. (Lili), Montasser, M.E. (May E.), Montgomery, G.W. (Grant), Morrison, A.C. (Alanna), Myers, R.H. (Richard), Nadukuru, R. (Rajiv), Navarro, P. (Pau), Nalis, M. (Mari), Nieminen, M.S. (Markku S.), Nolte, I.M. (Ilja M.), O'Connor, G.T. (George), Ogunniyi, A. (Adesola), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Pankow, J.S. (James), Patarcic, I. (Inga), Pavani, F. (Francesca), Peyser, P.A. (Patricia A.), Pietilainen, K.H. (Kirsi Hannele), Poulter, N.R. (Neil), Prokopenko, I. (Inga), Ralhan, S. (Sarju), Redmond, P. (Paul), Rich, S.S. (Stephen S.), Rissanen, H. (Harri), Robino, A. (Antonietta), Rose, L.M. (Lynda M.), Rose, R.J. (Richard J.), Sala, C. (Cinzia), Salako, B. (Babatunde), Salomaa, V. (Veikko), Sarin, A.-P., Saxena, R. (Richa), Schmidt, R. (Reinhold), Scott, L.J. (Laura), Scott, W.R. (William R.), Sennblad, B. (Bengt), Seshadri, S. (Sudha), Sever, P. (Peter), Shrestha, S. (Smeeta), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Soranzo, N. (Nicole), Sotoodehnia, N. (Nona), Southam, L. (Lorraine), Stanton, A. (Alice), Stathopoulou, M.G. (Maria G), Strauch, K. (Konstantin), Strawbridge, R.J. (Rona), Suderman, M.J. (Matthew J.), Tandon, N. (Nikhil), Tang, S.-T. (Sian-Tsun), Taylor, K.D. (Kent D.), Tayo, B. (Bamidele), Töglhofer, A.M. (Anna Maria), Tomaszewski, M. (Maciej), Tsernikova, N. (Natalia), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Vaidya, D. (Dhananjay), Hylckama Vlieg, A. (Astrid) van, Setten, J. (Jessica) van, Vasankari, T. (Tuula), Vedantam, S. (Sailaja), Vlachopoulou, E. (Efthymia), Vozzi, D. (Diego), Vuoksimaa, E. (Eero), Waldenberger, M. (Melanie), Ware, E.B. (Erin B.), Wentworth-Shields, W. (William), Whitfield, J. (John), Wild, S. (Sarah), Willemsen, G.A.H.M. (Gonneke), Yajnik, C.S. (Chittaranjan S.), Yao, J. (Jie), Zaza, G. (Gianluigi), Zhu, X. (Xiaofeng), Salem, R.M. (Rany), Melbye, M. (Mads), Bisgaard, H. (Hans), Samani, N.J. (Nilesh), Cusi, D. (Daniele), Mackey, D.A. (David A.), Cooper, R.S. (Richard S.), Froguel, P. (Philippe), Pasterkamp, G. (Gerard), Grant, S.F.A. (Struan F.A.), Hakonarson, H. (Hakon), Ferrucci, L. (Luigi), Scott, R.A. (Robert), Morris, A.D. (Andrew), Palmer, C.N.A. (Colin), Dedoussis, G.V. (George V.), Deloukas, P. (Panagiotis), Bertram, L. (Lars), Lindenberger, U. (Ulman), Berndt, S.I. (Sonja), Lindgren, C.M. (Cecilia), Timpson, N.J. (Nicholas), Tönjes, A. (Anke), Munroe, P. (Patricia), Sørensen, T.I.A. (Thorkild I.A.), Rotimi, C. (Charles), Arnett, D.K. (Donna), Oldehinkel, A.J. (Albertine), Kardia, S.L.R. (Sharon), Balkau, B. (Beverley), Gambaro, G. (Giovanni), Morris, A.P. (Andrew), Eriksson, J.G. (Johan G.), Wright, M.J. (Margaret), Martin, N.G. (Nicholas), Hunt, S.C. (Steven), Starr, J.M. (John), Deary, I.J. (Ian), Griffiths, L.R. (Lyn R.), Tiemeier, H.W. (Henning), Pirastu, N. (Nicola), Kaprio, J. (Jaakko), Wareham, N.J. (Nick), Perusse, L. (Louis), Wilson, J.G. (James), Girotto, S., Caulfield, M. (Mark), Raitakari, O.T. (Olli T.), Boomsma, D.I. (Dorret), Gieger, C. (Christian), van der Harst, P., Hicks, A.A. (Andrew), Kraft, P. (Peter), Sinisalo, J. (Juha), Knekt, P., Johannesson, M. (Magnus), Magnusson, P.K.E. (Patrik K. E.), Hamsten, A. (Anders), Borecki, I.B. (Ingrid), Vartiainen, E. (Erkki), Becker, D.M. (Diane), Bharadwaj, D. (Dwaipayan), Mohlke, K.L. (Karen), Boehnke, M. (Michael), Duijn, C.M. (Cornelia) van, Sanghera, D.K. (Dharambir), Teumer, A. (Alexander), Zeggini, E. (Eleftheria), Metspalu, A. (Andres), Gasparini, P. (Paolo), Ulivi, S. (Shelia), Ober, C. (Carole), Toniolo, D. (Daniela), Rudan, I. (Igor), Porteous, D.J. (David J.), Ciullo, M., Spector, T.D. (Timothy), Hayward, C. (Caroline), Dupuis, J. (Josée), Loos, R.J.F. (Ruth), Wright, A. (Alan), Chandak, G.R. (Giriraj), Vollenweider, P. (Peter), Shuldiner, A.R. (Alan), Ridker, P.M. (Paul), Rotter, J.I. (Jerome I.), Sattar, N. (Naveed), Gyllensten, U. (Ulf), North, K.E. (Kari), Pirastu, M. (Mario), Psaty, B.M. (Bruce), Weir, D.R. (David), Laakso, M. (Markku), Gudnason, V. (Vilmundur), Takahashi, A. (Atsushi), Chambers, J.C. (John C.), Kooner, J.S. (Jaspal S.), Strachan, D.P. (David P.), Campbell, H. (Harry), Hirschhorn, J.N. (Joel N.), Perola, M. (Markus), Polasek, O. (Ozren), and Wilson, J.F. (James)
Abstract: Homozygosity has long been associated with rare, often devastating, Mendelian disorders, and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness. However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power. Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 × 10-300, 2.1 × 10-6, 2.5 × 10-10 and 1.8 × 10-10, respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples, no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection, this study provides evidence that increased stature and cognitive function have been p
Published: 2015
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86. The UK10K project identifies rare variants in health and disease

Author: Walter, K, Min, JL, Huang, J, Crooks, L, Memari, Y, McCarthy, S, Perry, JRB, Xu, C, Futema, M, Lawson, D, Iotchkova, V, Schiffels, S, Hendricks, AE, Danecek, P, Li, R, Floyd, J, Wain, LV, Barroso, I, Humphries, SE, Hurles, ME, Zeggini, E, Barrett, JC, Plagnol, V, Richards, JB, Greenwood, CMT, Timpson, NJ, Durbin, R, Soranzo, N, Bala, S, Clapham, P, Coates, G, Cox, T, Daly, A, Du, Y, Edkins, S, Ellis, P, Flicek, P, Guo, X, Huang, L, Jackson, DK, Joyce, C, Keane, T, Kolb-Kokocinski, A, Langford, C, Li, Y, Liang, J, Lin, H, Liu, R, Maslen, J, Muddyman, D, Quail, MA, Stalker, J, Sun, J, Tian, J, Wang, G, Wang, J, Wang, Y, Wong, K, Zhang, P, Birney, E, Boustred, C, Chen, L, Clement, G, Cocca, M, Smith, GD, Day, INM, Day-Williams, A, Down, T, Dunham, I, Evans, DM, Gaunt, TR, Geihs, M, Hart, D, Howie, B, Hubbard, T, Hysi, P, Jamshidi, Y, Karczewski, KJ, Kemp, JP, Lachance, G, Lek, M, Lopes, M, MacArthur, DG, Marchini, J, Mangino, M, Mathieson, I, Metrustry, S, Moayyeri, A, Northstone, K, Panoutsopoulou, K, Paternoster, L, Quaye, L, Ring, S, Ritchie, GRS, Shihab, HA, Shin, S-Y, Small, KS, Artigas, MS, Southam, L, Spector, TD, St Pourcain, B, Surdulescu, G, Tachmazidou, I, Tobin, MD, Valdes, AM, Visscher, PM, Ward, K, Wilson, SG, Yang, J, Zhang, F, Zheng, H-F, Anney, R, Ayub, M, Blackwood, D, Bolton, PF, Breen, G, Collier, DA, Craddock, N, Curran, S, Curtis, D, Gallagher, L, Geschwind, D, Gurling, H, Holmans, P, Lee, I, Lonnqvist, J, McGuffin, P, McIntosh, AM, McKechanie, AG, McQuillin, A, Morris, J, O'Donovan, MC, Owen, MJ, Palotie, A, Parr, JR, Paunio, T, Pietilainen, O, Rehnstrom, K, Sharp, SI, Skuse, D, St Clair, D, Suvisaari, J, Walters, JTR, Williams, HJ, Bochukova, E, Bounds, R, Dominiczak, A, Farooqi, IS, Keogh, J, Marenne, GL, Morris, A, O'Rahilly, S, Porteous, DJ, Smith, BH, Wheeler, E, Al Turki, S, Anderson, CA, Antony, D, Beales, P, Bentham, J, Bhattacharya, S, Calissano, M, Carss, K, Chatterjee, K, Cirak, S, Cosgrove, C, Fitzpatrick, DR, Foley, AR, Franklin, CS, Grozeva, D, Mitchison, HM, Muntoni, F, Onoufriadis, A, Parker, V, Payne, F, Raymond, FL, Roberts, N, Savage, DB, Scambler, P, Schmidts, M, Schoenmakers, N, Semple, RK, Serra, E, Spasic-Boskovic, O, Stevens, E, van Kogelenberg, M, Vijayarangakannan, P, Williamson, KA, Wilson, C, Whyte, T, Ciampi, A, Oualkacha, K, Bobrow, M, Griffin, H, Kaye, J, Kennedy, K, Kent, A, Smee, C, Charlton, R, Ekong, R, Khawaja, F, Lopes, LR, Migone, N, Payne, SJ, Pollitt, RC, Povey, S, Ridout, CK, Robinson, RL, Scott, RH, Shaw, A, Syrris, P, Taylor, R, Vandersteen, AM, Amuzu, A, Casas, JP, Chambers, JC, Dedoussis, G, Gambaro, G, Gasparini, P, Isaacs, A, Johnson, J, Kleber, ME, Kooner, JS, Langenberg, C, Luan, J, Malerba, G, Maerz, W, Matchan, A, Morris, R, Nordestgaard, BG, Benn, M, Scott, RA, Toniolo, D, Traglia, M, Tybjaerg-Hansen, A, van Duijn, CM, van Leeuwen, EM, Varbo, A, Whincup, P, Zaza, G, Zhang, W, Walter, K, Min, JL, Huang, J, Crooks, L, Memari, Y, McCarthy, S, Perry, JRB, Xu, C, Futema, M, Lawson, D, Iotchkova, V, Schiffels, S, Hendricks, AE, Danecek, P, Li, R, Floyd, J, Wain, LV, Barroso, I, Humphries, SE, Hurles, ME, Zeggini, E, Barrett, JC, Plagnol, V, Richards, JB, Greenwood, CMT, Timpson, NJ, Durbin, R, Soranzo, N, Bala, S, Clapham, P, Coates, G, Cox, T, Daly, A, Du, Y, Edkins, S, Ellis, P, Flicek, P, Guo, X, Huang, L, Jackson, DK, Joyce, C, Keane, T, Kolb-Kokocinski, A, Langford, C, Li, Y, Liang, J, Lin, H, Liu, R, Maslen, J, Muddyman, D, Quail, MA, Stalker, J, Sun, J, Tian, J, Wang, G, Wang, J, Wang, Y, Wong, K, Zhang, P, Birney, E, Boustred, C, Chen, L, Clement, G, Cocca, M, Smith, GD, Day, INM, Day-Williams, A, Down, T, Dunham, I, Evans, DM, Gaunt, TR, Geihs, M, Hart, D, Howie, B, Hubbard, T, Hysi, P, Jamshidi, Y, Karczewski, KJ, Kemp, JP, Lachance, G, Lek, M, Lopes, M, MacArthur, DG, Marchini, J, Mangino, M, Mathieson, I, Metrustry, S, Moayyeri, A, Northstone, K, Panoutsopoulou, K, Paternoster, L, Quaye, L, Ring, S, Ritchie, GRS, Shihab, HA, Shin, S-Y, Small, KS, Artigas, MS, Southam, L, Spector, TD, St Pourcain, B, Surdulescu, G, Tachmazidou, I, Tobin, MD, Valdes, AM, Visscher, PM, Ward, K, Wilson, SG, Yang, J, Zhang, F, Zheng, H-F, Anney, R, Ayub, M, Blackwood, D, Bolton, PF, Breen, G, Collier, DA, Craddock, N, Curran, S, Curtis, D, Gallagher, L, Geschwind, D, Gurling, H, Holmans, P, Lee, I, Lonnqvist, J, McGuffin, P, McIntosh, AM, McKechanie, AG, McQuillin, A, Morris, J, O'Donovan, MC, Owen, MJ, Palotie, A, Parr, JR, Paunio, T, Pietilainen, O, Rehnstrom, K, Sharp, SI, Skuse, D, St Clair, D, Suvisaari, J, Walters, JTR, Williams, HJ, Bochukova, E, Bounds, R, Dominiczak, A, Farooqi, IS, Keogh, J, Marenne, GL, Morris, A, O'Rahilly, S, Porteous, DJ, Smith, BH, Wheeler, E, Al Turki, S, Anderson, CA, Antony, D, Beales, P, Bentham, J, Bhattacharya, S, Calissano, M, Carss, K, Chatterjee, K, Cirak, S, Cosgrove, C, Fitzpatrick, DR, Foley, AR, Franklin, CS, Grozeva, D, Mitchison, HM, Muntoni, F, Onoufriadis, A, Parker, V, Payne, F, Raymond, FL, Roberts, N, Savage, DB, Scambler, P, Schmidts, M, Schoenmakers, N, Semple, RK, Serra, E, Spasic-Boskovic, O, Stevens, E, van Kogelenberg, M, Vijayarangakannan, P, Williamson, KA, Wilson, C, Whyte, T, Ciampi, A, Oualkacha, K, Bobrow, M, Griffin, H, Kaye, J, Kennedy, K, Kent, A, Smee, C, Charlton, R, Ekong, R, Khawaja, F, Lopes, LR, Migone, N, Payne, SJ, Pollitt, RC, Povey, S, Ridout, CK, Robinson, RL, Scott, RH, Shaw, A, Syrris, P, Taylor, R, Vandersteen, AM, Amuzu, A, Casas, JP, Chambers, JC, Dedoussis, G, Gambaro, G, Gasparini, P, Isaacs, A, Johnson, J, Kleber, ME, Kooner, JS, Langenberg, C, Luan, J, Malerba, G, Maerz, W, Matchan, A, Morris, R, Nordestgaard, BG, Benn, M, Scott, RA, Toniolo, D, Traglia, M, Tybjaerg-Hansen, A, van Duijn, CM, van Leeuwen, EM, Varbo, A, Whincup, P, Zaza, G, and Zhang, W
Abstract: The contribution of rare and low-frequency variants to human traits is largely unexplored. Here we describe insights from sequencing whole genomes (low read depth, 7×) or exomes (high read depth, 80×) of nearly 10,000 individuals from population-based and disease collections. In extensively phenotyped cohorts we characterize over 24 million novel sequence variants, generate a highly accurate imputation reference panel and identify novel alleles associated with levels of triglycerides (APOB), adiponectin (ADIPOQ) and low-density lipoprotein cholesterol (LDLR and RGAG1) from single-marker and rare variant aggregation tests. We describe population structure and functional annotation of rare and low-frequency variants, use the data to estimate the benefits of sequencing for association studies, and summarize lessons from disease-specific collections. Finally, we make available an extensive resource, including individual-level genetic and phenotypic data and web-based tools to facilitate the exploration of association results.
Published: 2015

87. 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, Kilpelainen, TO, Lu, YC, Magi, R, Mihailov, E, Pers, TH, Rueger, 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, Shahzad, Albrecht, E, Alves, AC, Bragg-Gresham, JL, de Craen, AJM, Bis, JC, Bonnefond, A, Boucher, G, Cadby, G, Cheng, YC, Chiang, CWK, Delgado, G, Demirkan, Ayse, Dueker, N, Eklund, N, Eiriksdottir, G, Eriksson, J, Feenstra, B, Fischer, K (Kirsten), Frau, F, Galesloot, TE, Geller, F, Goel, A, Gorski, M, Grammer, TB, Gustafsson, S, Haitjema, S, Hottenga, JJ (Jouke Jan), Huffman, JE, Jackson, AU, Jacobs, KB, Johansson, A, Kaakinen, M, Kleber, ME, Lahti, J, Leach, IM, Lehne, B, Liu, YF, Lo, KS, Lorentzon, M, Luan, J, Madden, PAF, Mangino, M, McKnight, B, Medina Gomez, Maria, Monda, KL, Montasser, ME, Muller, G, Muller-Nurasyid, M, Nolte, IM (Ilja), Panoutsopoulou, K, Pascoe, L, Paternoster, L, Rayner, NW, Renstrom, F, Rizzi, F, Rose, LM, Ryan, KA, Salo, P, Sanna, S, Scharnagl, H, Shi, JX, Smith, AV, Southam, L, Stancakova, A, Steinthorsdottir, V, Strawbridge, RJ, Sung, YJ, Tachmazidou, I, Tanaka, T, Thorleifsson, G, Trompet, S, Pervjakova, N, Tyrer, JP, Vandenput, L, Laan, Sander, van der Velde, Nathalie, van Setten, J, van Vliet-Ostaptchouk, JV, Verweij, N (Niek), Vlachopoulou, E, Waite, LL, Wang, SR, Wang, ZM, Wild, SH, Willenborg, C, Wilson, JF, Wong, A, Yang, Jiaqi, Yengo, L, Yerges-Armstrong, LM, Yu, L, Zhang, WH, Zhao, JH, Andersson, EA, Bakker, SJL, Baldassarre, D, Banasik, K, Barcella, M, Barlassina, C, Bellis, C, Benaglio, P, Blangero, J, Bluher, M, Bonnet, F, Bonnycastle, LL, Boyd, HA, Bruinenberg, M, Buchman, AS, Campbell, H, Chen, YDI, Chines, PS, Claudi-Boehm, S, Cole, J, Collins, FS, de Geus, EJC, de Groot, LCPGM (Lisette), Dimitriou, M, Duan, J, Enroth, S, Eury, E, Farmaki, AE, Forouhi, NG, Friedrich, N, Gejman, PV, Gigante, B, Glorioso, N, Go, AS, Gottesman, O, Grassler, J, Grallert, H, Grarup, N, Gu, YM, Broer, Linda, Ham, Annelies, 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-Kahonen, N, Hysi, PG, Illig, T, De Jager, PL, Jalilzadeh, S, Jorgensen, 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, Kruger, J, Kuh, D, Kumari, M, Kyriakou, T, Langenberg, C, Lannfelt, L, Lanzani, C, Lotay, V, Launer, LJ (Lenore), Leander, K, Lindstrom, J, Linneberg, A, Liu, YP, Lobbens, S, Luben, R, Lyssenko, V, Mannisto, S, Magnusson, PK, McArdle, WL, Menni, C, Merger, S, Milani, L, Montgomery, GW, Morris, AP, Narisu, N, Nelis, M, Ong, KK, Palotie, A, Perusse, 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 (Eline), Smit, JH, Sparso, TH, Stirrups, K, Stolk, RP (Ronald), Stringham, HM, Swertz, MA, Swift, AJ, Syvanen, AC, Tan, ST, Thorand, B, Tonjes, A, Tremblay, A, Tsafantakis, E, van der Most, PJ, Volker, U, Vohl, MC, Vonk, JM, Waldenberger, M, Walker, RW, Wennauer, R, Widen, E, Willemsen, G, Wilsgaard, T, Wright, AF, Zillikens, M.C., Boon - van Dijk, Suzanne, Schoor, NM, Asselbergs, FW, de Bakker, PIW, Beckmann, JS, Beilby, J, Bennett, DA, Bergman, RN, Bergmann, S, Boger, 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, Gronberg, H, Gudnason, V, Gyllensten, U, Hall, P, Hamsten, A, van der Harst, P, Hayward, C, Heliovaara, M, Hengstenberg, C, Hicks, AA, Hingorani, A, Hofman, Bert, Hu, F, Huikuri, HV, Hveem, K, James, AL, Jordan, JM, Jula, A, Kahonen, M, Kajantie, E, Kathiresan, S, Kiemeney, LALM, Kivimaki, M, Knekt, PB, Koistinen, HA, Kooner, JS, Koskinen, S, Kuusisto, J, Maerz, W, Martin, NG, Laakso, M, Lakka, TA, Lehtimaki, T, Lettre, G, Levinson, DF, Lind, L, Lokki, ML, Mantyselka, P, Melbye, M, Metspalu, A, Mitchell, BD, Moll, FL, Murray, JC, Musk, AW, Nieminen, MS, Njolstad, I, Ohlsson, C, Oldehinkel, AJ (A.), Oostra, Ben, Palmer, LJ, Pankow, JS, Pasterkamp, G, Pedersen, NL, Pedersen, O, Penninx, BW, Perola, M, Peters, A, Polasek, O, Pramstaller, PP, Psaty, BM, Qi, L, Quertermous, T, Raitakari, OT, Rankinen, T, Rauramaa, R, Ridker, PM, Rioux, JD, Rivadeneira, Fernando, Rotter, JI, Rudan, I, den Ruijter, HM, Saltevo, J, Sattar, N, Schunkert, H, Schwarz, PEH, Shuldiner, AR, Sinisalo, J, Snieder, H, Sorensen, TIA, Spector, TD, Staessen, JA, Stefania, B, Thorsteinsdottir, U, Stumvoll, M, Tardif, JC, Tremoli, E, Tuomilehto, J, Uitterlinden, André, Uusitupa, M, Verbeek, ALM, Vermeulen, SH, Viikari, JS, Vitart, V, Volzke, 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, Duijn, Cornelia, Hirschhorn, JN, Lindgren, CM, Heid, IM, North, KE, Borecki, IB, Kutalik, Z, Loos, RJF, Winkler, TW, Justice, AE, Graff, M, Barata, L, Feitosa, MF, Chu, S, Czajkowski, J, Esko, T, Fall, T, Kilpelainen, TO, Lu, YC, Magi, R, Mihailov, E, Pers, TH, Rueger, 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, Shahzad, Albrecht, E, Alves, AC, Bragg-Gresham, JL, de Craen, AJM, Bis, JC, Bonnefond, A, Boucher, G, Cadby, G, Cheng, YC, Chiang, CWK, Delgado, G, Demirkan, Ayse, Dueker, N, Eklund, N, Eiriksdottir, G, Eriksson, J, Feenstra, B, Fischer, K (Kirsten), Frau, F, Galesloot, TE, Geller, F, Goel, A, Gorski, M, Grammer, TB, Gustafsson, S, Haitjema, S, Hottenga, JJ (Jouke Jan), Huffman, JE, Jackson, AU, Jacobs, KB, Johansson, A, Kaakinen, M, Kleber, ME, Lahti, J, Leach, IM, Lehne, B, Liu, YF, Lo, KS, Lorentzon, M, Luan, J, Madden, PAF, Mangino, M, McKnight, B, Medina Gomez, Maria, Monda, KL, Montasser, ME, Muller, G, Muller-Nurasyid, M, Nolte, IM (Ilja), Panoutsopoulou, K, Pascoe, L, Paternoster, L, Rayner, NW, Renstrom, F, Rizzi, F, Rose, LM, Ryan, KA, Salo, P, Sanna, S, Scharnagl, H, Shi, JX, Smith, AV, Southam, L, Stancakova, A, Steinthorsdottir, V, Strawbridge, RJ, Sung, YJ, Tachmazidou, I, Tanaka, T, Thorleifsson, G, Trompet, S, Pervjakova, N, Tyrer, JP, Vandenput, L, Laan, Sander, van der Velde, Nathalie, van Setten, J, van Vliet-Ostaptchouk, JV, Verweij, N (Niek), Vlachopoulou, E, Waite, LL, Wang, SR, Wang, ZM, Wild, SH, Willenborg, C, Wilson, JF, Wong, A, Yang, Jiaqi, Yengo, L, Yerges-Armstrong, LM, Yu, L, Zhang, WH, Zhao, JH, Andersson, EA, Bakker, SJL, Baldassarre, D, Banasik, K, Barcella, M, Barlassina, C, Bellis, C, Benaglio, P, Blangero, J, Bluher, M, Bonnet, F, Bonnycastle, LL, Boyd, HA, Bruinenberg, M, Buchman, AS, Campbell, H, Chen, YDI, Chines, PS, Claudi-Boehm, S, Cole, J, Collins, FS, de Geus, EJC, de Groot, LCPGM (Lisette), Dimitriou, M, Duan, J, Enroth, S, Eury, E, Farmaki, AE, Forouhi, NG, Friedrich, N, Gejman, PV, Gigante, B, Glorioso, N, Go, AS, Gottesman, O, Grassler, J, Grallert, H, Grarup, N, Gu, YM, Broer, Linda, Ham, Annelies, 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-Kahonen, N, Hysi, PG, Illig, T, De Jager, PL, Jalilzadeh, S, Jorgensen, 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, Kruger, J, Kuh, D, Kumari, M, Kyriakou, T, Langenberg, C, Lannfelt, L, Lanzani, C, Lotay, V, Launer, LJ (Lenore), Leander, K, Lindstrom, J, Linneberg, A, Liu, YP, Lobbens, S, Luben, R, Lyssenko, V, Mannisto, S, Magnusson, PK, McArdle, WL, Menni, C, Merger, S, Milani, L, Montgomery, GW, Morris, AP, Narisu, N, Nelis, M, Ong, KK, Palotie, A, Perusse, 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 (Eline), Smit, JH, Sparso, TH, Stirrups, K, Stolk, RP (Ronald), Stringham, HM, Swertz, MA, Swift, AJ, Syvanen, AC, Tan, ST, Thorand, B, Tonjes, A, Tremblay, A, Tsafantakis, E, van der Most, PJ, Volker, U, Vohl, MC, Vonk, JM, Waldenberger, M, Walker, RW, Wennauer, R, Widen, E, Willemsen, G, Wilsgaard, T, Wright, AF, Zillikens, M.C., Boon - van Dijk, Suzanne, Schoor, NM, Asselbergs, FW, de Bakker, PIW, Beckmann, JS, Beilby, J, Bennett, DA, Bergman, RN, Bergmann, S, Boger, 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, Gronberg, H, Gudnason, V, Gyllensten, U, Hall, P, Hamsten, A, van der Harst, P, Hayward, C, Heliovaara, M, Hengstenberg, C, Hicks, AA, Hingorani, A, Hofman, Bert, Hu, F, Huikuri, HV, Hveem, K, James, AL, Jordan, JM, Jula, A, Kahonen, M, Kajantie, E, Kathiresan, S, Kiemeney, LALM, Kivimaki, M, Knekt, PB, Koistinen, HA, Kooner, JS, Koskinen, S, Kuusisto, J, Maerz, W, Martin, NG, Laakso, M, Lakka, TA, Lehtimaki, T, Lettre, G, Levinson, DF, Lind, L, Lokki, ML, Mantyselka, P, Melbye, M, Metspalu, A, Mitchell, BD, Moll, FL, Murray, JC, Musk, AW, Nieminen, MS, Njolstad, I, Ohlsson, C, Oldehinkel, AJ (A.), Oostra, Ben, Palmer, LJ, Pankow, JS, Pasterkamp, G, Pedersen, NL, Pedersen, O, Penninx, BW, Perola, M, Peters, A, Polasek, O, Pramstaller, PP, Psaty, BM, Qi, L, Quertermous, T, Raitakari, OT, Rankinen, T, Rauramaa, R, Ridker, PM, Rioux, JD, Rivadeneira, Fernando, Rotter, JI, Rudan, I, den Ruijter, HM, Saltevo, J, Sattar, N, Schunkert, H, Schwarz, PEH, Shuldiner, AR, Sinisalo, J, Snieder, H, Sorensen, TIA, Spector, TD, Staessen, JA, Stefania, B, Thorsteinsdottir, U, Stumvoll, M, Tardif, JC, Tremoli, E, Tuomilehto, J, Uitterlinden, André, Uusitupa, M, Verbeek, ALM, Vermeulen, SH, Viikari, JS, Vitart, V, Volzke, 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, Duijn, Cornelia, Hirschhorn, JN, Lindgren, CM, Heid, IM, North, KE, Borecki, IB, Kutalik, Z, and Loos, RJF
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 similar 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 providefurther insights into the biology that underlies weight change with age or the sexually dimorphism of body shap
Published: 2015

88. Directional dominance on stature and cognition in diverse human populations

Author: Joshi, PK, Esko, T, Mattsson, H, Eklund, N, Gandin, I, Nutile, T, Jackson, AU, Schurmann, C, Smith, AV, Zhang, WH, Okada, Y, Stancakova, A, Faul, JD, Zhao, W, Bartz, TM, Concas, MP, Franceschini, N, Enroth, S, Vitart, V, Trompet, S, Guo, XQ, Chasman, DI, O'Connel, JR, Corre, T, Nongmaithem, SS, Chen, Y, Mangino, M, Ruggiero, D, Michela, T, Farmaki, AE, Kacprowski, T, Bjonnes, A, van der Spek, Ashley, Wu, Y, Giri, AK, Yanek, LR, Wang, LH, Hofer, E, Rietveld, CA, McLeod, O, Cornelis, MC, Pattaro, C, Verweij, N, Baumbach, C, Abdellaoui, A, Warren, HR, Vuckovic, D, Mei, H, Bouchard, C, Perry, JRB, Cappellani, S, Mirza, Saira, Benton, MC, Broeckel, U, Medland, SE, Lind, P, Malerba, G, Drong, A, Yengo, L, Bielak, LF, Zhi, DG, van der Most, PJ, Shriner, D, Magi, R, Hemani, G, Karaderi, T, Wang, ZM, Liu, T, Demuth, I, Zhao, JH, Meng, WH, Lataniotis, L, Laan, Sander, Bradfield, JP, Wood, AR, Bonnefond, A, Ahluwalia, TS, Hall, L, Salvi, E, Yazar, S, Carstensen, L, de Haan, HG, Abney, M, Afzal, U, Allison, MA, Amin, Najaf, Asselbergs, FW, Bakker, SJL, Barr, RG, Baumeister, SE, Benjamin, DJ, Bergmann, S, Boerwinkle, E, Bottinger, EP, Campbell, A (Archie), Chakravarti, A, Chan, YL, Chanock, SJ, Chen, C (Christopher Li Hsian), Chen, YDI, Collins, FS, Connell, J, Correa, A, Cupples, LA, Smith, GD, Davies, G, Dorr, M, Ehret, G, Ellis, SB, Feenstra, B, Feitosa, MF, Ford, I, Fox, CS, Frayling, TM, Friedrich, N, Geller, F, Scotland, G, Gillham-Nasenya, I, Gottesman, O, Graff, M, Grodstein, F, Gu, C, Haley, C, Hammond, CJ, Harris, SE, Harris, TB, Hastie, ND, Heard-Costa, NL, Heikkila, K, Hocking, LJ, Homuth, G, Hottenga, Jouke-Jan, Huang, JY, Huffman, JE, Hysi, Pirro G., Arfan Ikram, M., Ingelsson, E, Joensuu, A, Johansson, A, Jousilahti, P, Jukema, JW, Kahonen, M, Kamatani, Y, Kanoni, S, Kerr, SM, Khan, NM, Koellinger, P, Koistinen, HA, Kooner, MK, Kubo, M, Kuusisto, J, Lahti, J, Launer, Lenore J., Lea, RA, Lehne, B, Lehtimaki, T, Liewald, DCM, Lind, L, Loh, M, Lokki, ML, London, SJ, Loomis, SJ, Loukola, A, Lu, YC, Lumley, T, Lundqvist, A, Mannisto, S, Marques-Vidal, P, Masciullo, C, Matchan, A, Mathias, RA, Matsuda, K, Meigs, JB, Meisinger, C, Meitinger, T, Menni, C, Mentch, FD, Mihailov, E, Milani, L, Montasser, ME, Montgomery, G, Morrison, A, Myers, RH, Nadukuru, R, Navarro, P, Nelis, M, Nieminen, MS, Nolte, Ilja M., O'Connor, GT, Ogunniyi, A, Padmanabhan, S, Palmas, WR, Pankow, JS, Patarcic, I, Pavani, F, Peyser, PA, Pietilainen, K, Poulter, N, Prokopenko, I, Ralhan, S, Redmond, P, Rich, SS, Rissanen, H, Robino, A, Rose, LM, Rose, R, Sala, C, Salako, B, Salomaa, V, Sarin, AP, Saxena, R, Schmidt, Heléna, Scott, LJ, Scott, WR, Sennblad, B, Seshadri, S, Sever, P, Shrestha, S, Smith, BH, Smith, JA, Soranzo, N, Sotoodehnia, N, Southam, L, Stanton, AV, Stathopoulou, MG, Strauch, K, Strawbridge, RJ, Suderman, MJ, Tandon, N, Tang, ST, Taylor, KD, Tayo, BO, Toglhofer, AM, Tomaszewski, M, Tsernikova, N, Tuomilehto, J, Uitterlinden, André, Vaidya, D, Vlieg, AV, van Setten, J, Vasankari, T, Vedantam, S, Vlachopoulou, E, Vozzi, D, Vuoksimaa, E, Waldenberger, M, Ware, EB, Wentworth-Shields, W, Whitfield, JB, Wild, S, Willemsen, G, Yajnik, CS, Yao, J, Zaza, G, Zhu, XF, Salem, RM, Melbye, M, Bisgaard, H, Samani, NJ, Cusi, D, Mackey, DA, Cooper, RS, Froguel, P, Pasterkamp, G, Grant, SFA, Hakonarson, H, Ferrucci, L, Scott, RA, Morris, AD, Palmer, CNA, Dedoussis, G, Deloukas, P, Bertram, L, Lindenberger, U, Berndt, SI, Lindgren, CM, Timpson, NJ, Tonjes, A, Munroe, PB, Sorensen, TIA, Rotimi, CN, Arnett, DK, Oldehinkel, Albertine J., Kardia, SLR, Balkau, B, Gambaro, G, Morris, AP, Eriksson, JG, Wright, MJ, Martin, NG, Hunt, SC, Starr, JM, Deary, IJ, Griffiths, LR, Tiemeier, Henning, Pirastu, N, Kaprio, J, Wareham, NJ, Peerusse, L, Wilson, JG, Girotto, G, Caulfield, MJ, Raitakari, O, Boomsma, DI, Gieger, C, van der Harst, P, Hicks, AA, Kraft, P, Sinisalo, J, Knekt, P, Johannesson, M, Magnusson, PKE, Hamsten, A, Schmidt, R, Borecki, IB, Vartiainen, E, Becker, DM, Bharadwaj, D, Mohlke, KL, Boehnke, M, van Duijn, Cornelia M., Sanghera, DK, Teumer, A, Zeggini, E, Metspalu, A, Gasparini, P, Ulivi, S, Ober, C, Toniolo, D, Rudan, I, Porteous, DJ, Ciullo, M, Spector, Tim D., Hayward, C, Dupuis, J, Loos, RJF, Wright, AF, Chandak, GR, Vollenweider, P, Shuldiner, AR, Ridker, PM, Rotter, JI, Sattar, N, Gyllensten, U, North, KE, Pirastu, M, Psaty, Bruce M., Weir, DR, Laakso, M, Gudnason, V, Takahashi, A, Chambers, JC, Kooner, JS, Strachan, DP, Campbell, H, Hirschhorn, JN, Perola, M, Polasek, O, Wilson, JF, Joshi, PK, Esko, T, Mattsson, H, Eklund, N, Gandin, I, Nutile, T, Jackson, AU, Schurmann, C, Smith, AV, Zhang, WH, Okada, Y, Stancakova, A, Faul, JD, Zhao, W, Bartz, TM, Concas, MP, Franceschini, N, Enroth, S, Vitart, V, Trompet, S, Guo, XQ, Chasman, DI, O'Connel, JR, Corre, T, Nongmaithem, SS, Chen, Y, Mangino, M, Ruggiero, D, Michela, T, Farmaki, AE, Kacprowski, T, Bjonnes, A, van der Spek, Ashley, Wu, Y, Giri, AK, Yanek, LR, Wang, LH, Hofer, E, Rietveld, CA, McLeod, O, Cornelis, MC, Pattaro, C, Verweij, N, Baumbach, C, Abdellaoui, A, Warren, HR, Vuckovic, D, Mei, H, Bouchard, C, Perry, JRB, Cappellani, S, Mirza, Saira, Benton, MC, Broeckel, U, Medland, SE, Lind, P, Malerba, G, Drong, A, Yengo, L, Bielak, LF, Zhi, DG, van der Most, PJ, Shriner, D, Magi, R, Hemani, G, Karaderi, T, Wang, ZM, Liu, T, Demuth, I, Zhao, JH, Meng, WH, Lataniotis, L, Laan, Sander, Bradfield, JP, Wood, AR, Bonnefond, A, Ahluwalia, TS, Hall, L, Salvi, E, Yazar, S, Carstensen, L, de Haan, HG, Abney, M, Afzal, U, Allison, MA, Amin, Najaf, Asselbergs, FW, Bakker, SJL, Barr, RG, Baumeister, SE, Benjamin, DJ, Bergmann, S, Boerwinkle, E, Bottinger, EP, Campbell, A (Archie), Chakravarti, A, Chan, YL, Chanock, SJ, Chen, C (Christopher Li Hsian), Chen, YDI, Collins, FS, Connell, J, Correa, A, Cupples, LA, Smith, GD, Davies, G, Dorr, M, Ehret, G, Ellis, SB, Feenstra, B, Feitosa, MF, Ford, I, Fox, CS, Frayling, TM, Friedrich, N, Geller, F, Scotland, G, Gillham-Nasenya, I, Gottesman, O, Graff, M, Grodstein, F, Gu, C, Haley, C, Hammond, CJ, Harris, SE, Harris, TB, Hastie, ND, Heard-Costa, NL, Heikkila, K, Hocking, LJ, Homuth, G, Hottenga, Jouke-Jan, Huang, JY, Huffman, JE, Hysi, Pirro G., Arfan Ikram, M., Ingelsson, E, Joensuu, A, Johansson, A, Jousilahti, P, Jukema, JW, Kahonen, M, Kamatani, Y, Kanoni, S, Kerr, SM, Khan, NM, Koellinger, P, Koistinen, HA, Kooner, MK, Kubo, M, Kuusisto, J, Lahti, J, Launer, Lenore J., Lea, RA, Lehne, B, Lehtimaki, T, Liewald, DCM, Lind, L, Loh, M, Lokki, ML, London, SJ, Loomis, SJ, Loukola, A, Lu, YC, Lumley, T, Lundqvist, A, Mannisto, S, Marques-Vidal, P, Masciullo, C, Matchan, A, Mathias, RA, Matsuda, K, Meigs, JB, Meisinger, C, Meitinger, T, Menni, C, Mentch, FD, Mihailov, E, Milani, L, Montasser, ME, Montgomery, G, Morrison, A, Myers, RH, Nadukuru, R, Navarro, P, Nelis, M, Nieminen, MS, Nolte, Ilja M., O'Connor, GT, Ogunniyi, A, Padmanabhan, S, Palmas, WR, Pankow, JS, Patarcic, I, Pavani, F, Peyser, PA, Pietilainen, K, Poulter, N, Prokopenko, I, Ralhan, S, Redmond, P, Rich, SS, Rissanen, H, Robino, A, Rose, LM, Rose, R, Sala, C, Salako, B, Salomaa, V, Sarin, AP, Saxena, R, Schmidt, Heléna, Scott, LJ, Scott, WR, Sennblad, B, Seshadri, S, Sever, P, Shrestha, S, Smith, BH, Smith, JA, Soranzo, N, Sotoodehnia, N, Southam, L, Stanton, AV, Stathopoulou, MG, Strauch, K, Strawbridge, RJ, Suderman, MJ, Tandon, N, Tang, ST, Taylor, KD, Tayo, BO, Toglhofer, AM, Tomaszewski, M, Tsernikova, N, Tuomilehto, J, Uitterlinden, André, Vaidya, D, Vlieg, AV, van Setten, J, Vasankari, T, Vedantam, S, Vlachopoulou, E, Vozzi, D, Vuoksimaa, E, Waldenberger, M, Ware, EB, Wentworth-Shields, W, Whitfield, JB, Wild, S, Willemsen, G, Yajnik, CS, Yao, J, Zaza, G, Zhu, XF, Salem, RM, Melbye, M, Bisgaard, H, Samani, NJ, Cusi, D, Mackey, DA, Cooper, RS, Froguel, P, Pasterkamp, G, Grant, SFA, Hakonarson, H, Ferrucci, L, Scott, RA, Morris, AD, Palmer, CNA, Dedoussis, G, Deloukas, P, Bertram, L, Lindenberger, U, Berndt, SI, Lindgren, CM, Timpson, NJ, Tonjes, A, Munroe, PB, Sorensen, TIA, Rotimi, CN, Arnett, DK, Oldehinkel, Albertine J., Kardia, SLR, Balkau, B, Gambaro, G, Morris, AP, Eriksson, JG, Wright, MJ, Martin, NG, Hunt, SC, Starr, JM, Deary, IJ, Griffiths, LR, Tiemeier, Henning, Pirastu, N, Kaprio, J, Wareham, NJ, Peerusse, L, Wilson, JG, Girotto, G, Caulfield, MJ, Raitakari, O, Boomsma, DI, Gieger, C, van der Harst, P, Hicks, AA, Kraft, P, Sinisalo, J, Knekt, P, Johannesson, M, Magnusson, PKE, Hamsten, A, Schmidt, R, Borecki, IB, Vartiainen, E, Becker, DM, Bharadwaj, D, Mohlke, KL, Boehnke, M, van Duijn, Cornelia M., Sanghera, DK, Teumer, A, Zeggini, E, Metspalu, A, Gasparini, P, Ulivi, S, Ober, C, Toniolo, D, Rudan, I, Porteous, DJ, Ciullo, M, Spector, Tim D., Hayward, C, Dupuis, J, Loos, RJF, Wright, AF, Chandak, GR, Vollenweider, P, Shuldiner, AR, Ridker, PM, Rotter, JI, Sattar, N, Gyllensten, U, North, KE, Pirastu, M, Psaty, Bruce M., Weir, DR, Laakso, M, Gudnason, V, Takahashi, A, Chambers, JC, Kooner, JS, Strachan, DP, Campbell, H, Hirschhorn, JN, Perola, M, Polasek, O, and Wilson, JF
Abstract: Homozygosity has long been associated with rare, often devastating, Mendelian disorders(1), and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness(2). However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power(3,4). Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 x 10(-300), 2.1 x 10(-6), 2.5 x 10(-10) and 1.8 x 10(-10), respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples(5,6), no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection(7), this study provides evidence that increased stature and cognitive function have been positively sele
Published: 2015

89. Evaluation of the genetic overlap between osteoarthritis with body mass index and height using genome-wide association scan data

Author: Elliott, K.S., Chapman, K., Day-Williams, A., Panoutsopoulou, K., Southam, L., Lindgren, C.M., Arden, N., Aslam, N., Birrell, F., Carluke, I., Carr, A., Deloukas, P., Doherty, M., Loughlin, J., McCaskie, A., Ollier, W.E., Rai, A., Ralston, S., Reed, M.R., Spector, T.D., Valdes, A.M., Wallis, G.A., Wilkinson, M., Zeggini, E., GIANT consortium, and arcOGEN consortium
Subjects: nutritional and metabolic diseases
Abstract: OBJECTIVES: Obesity as measured by body mass index (BMI) is one of the major risk factors for osteoarthritis. In addition, genetic overlap has been reported between osteoarthritis and normal adult height variation. We investigated whether this relationship is due to a shared genetic aetiology on a genome-wide scale. \ud \ud METHODS: We compared genetic association summary statistics (effect size, p value) for BMI and height from the GIANT consortium genome-wide association study (GWAS) with genetic association summary statistics from the arcOGEN consortium osteoarthritis GWAS. Significance was evaluated by permutation. Replication of osteoarthritis association of the highlighted signals was investigated in an independent dataset. Phenotypic information of height and BMI was accounted for in a separate analysis using osteoarthritis-free controls. \ud \ud RESULTS: We found significant overlap between osteoarthritis and height (p=3.3×10(-5) for signals with p≤0.05) when the GIANT and arcOGEN GWAS were compared. For signals with p≤0.001 we found 17 shared signals between osteoarthritis and height and four between osteoarthritis and BMI. However, only one of the height or BMI signals that had shown evidence of association with osteoarthritis in the arcOGEN GWAS was also associated with osteoarthritis in the independent dataset: rs12149832, within the FTO gene (combined p=2.3×10(-5)). As expected, this signal was attenuated when we adjusted for BMI. \ud \ud CONCLUSIONS: We found a significant excess of shared signals between both osteoarthritis and height and osteoarthritis and BMI, suggestive of a common genetic aetiology. However, only one signal showed association with osteoarthritis when followed up in a new dataset.
Published: 2013

90. No evidence of an association between mitochondrial DNA variants and osteoarthritis in 7393 cases and 5122 controls

Author: Hudson, G., Panoutsopoulou, K., Wilson, I., Southam, L., Rayner, N.W., Arden, N., Birrell, F., Carluke, I., Carr, A., Chapman, K., Deloukas, P., Doherty, M., McCaskie, A., Ollier, W.E., Ralston, S.H., Reed, M.R., Spector, T.D., Valdes, A.M., Wallis, G.A., Wilkinson, J.M., Zeggini, E., Samuels, D.C., Loughlin, J., Chinnery, P.F., and arcOGEN Consortium
Abstract: OBJECTIVES: Osteoarthritis (OA) has a complex aetiology with a strong genetic component. Genome-wide association studies implicate several nuclear genes in the aetiology, but a major component of the heritability has yet to be defined at the molecular level. Initial studies implicate maternally inherited variants of mitochondrial DNA (mtDNA) in subgroups of patients with OA based on gender and specific joint involvement, but these findings have not been replicated. \ud \ud METHODS: The authors studied 138 maternally inherited mtDNA variants genotyped in a two cohort genetic association study across a total of 7393 OA cases from the arcOGEN consortium and 5122 controls genotyped in the Wellcome Trust Case Control consortium 2 study. \ud \ud RESULTS: Following data quality control we examined 48 mtDNA variants that were common in cohort 1 and cohort 2, and found no association with OA. None of the phenotypic subgroups previously associated with mtDNA haplogroups were associated in this study. \ud \ud CONCLUSIONS: We were not able to replicate previously published findings in the largest mtDNA association study to date. The evidence linking OA to mtDNA is not compelling at present.
Published: 2013

91. Genome-wide meta-analysis of common variant differences between men and women

Author: Boraska V, Jerončić A, Colonna V, Southam L, Nyholt DR, Rayner NW, Perry JR, Toniolo D, Albrecht E, Ang W, Bandinelli S, Barbalic M, Barroso I, Beckmann JS, Biffar R, Boomsma D, Hottenga JJ, Vink JM, Willemsen G, de Geus E, Penninx BW, Schreiber S, Schunkert H, Spector TD, Stumvoll M, Uitterlinden AG, Ulivi S, van der Harst P, Vollenweider P, Vxf6lzke H, Wareham NJ, Wichmann HE, Wilson JF, Rudan I, Xue Y, and Zeggini E
Published: 2012

92. Identification of new susceptibility loci for osteoarthritis (arcOGEN): a genome-wide association study

Author: Zeggini, E., Panoutsopoulou, K., Southam, L., Rayner, N.W., Day-Williams, A.G., Lopes, M.C., Boraska, V., Esko, T., Evangelou, E., Hofman, A., Houwing-Duistermaat, J.J., Ingvarsson, T., Jonsdottir, I., Jonsson, H., Kerkhof, H.J.M., Kloppenburg, M., Bos, S.D., Mangino, M., Metrustry, S., Slagboom, P.E., Thorleifsson, G., Raine, E.V.A., Ratnayake, M., Ricketts, M., Beazley, C., Blackburn, H., Bumpstead, S., Elliott, K.S., Hunt, S.E., Potter, S.C., Shin, S.Y., Yadav, V.K., Zhai, G.J., Sherburn, K., Dixon, K., Arden, E., Aslam, N., Battley, P.K., Carluke, I., Doherty, S., Gordon, A., Joseph, J., Keen, R., Koller, N.C., Mitchell, S., O'Neill, F., Paling, E., Reed, M.R., Rivadeneira, F., Swift, D., Walker, K., Watkins, B., Wheeler, M., Birrell, F., Ioannidis, J.P.A., Meulenbelt, I., Metspalu, A., Rai, A., Salter, D., Stefansson, K., Styrkarsdottir, U., Uitterlinden, A.G., Meurs, J.B.J. van, Chapman, K., Deloukas, P., Ollier, W.E.R., Wallis, G.A., Arden, N., Carr, A., Doherty, M., McCaskie, A., Wilkinson, J.M., Ralston, S.H., Valdes, A.M., Spector, T.D., Loughlin, J., and arcOGEN Consortium & arcOGEN Colla
Published: 2012

93. Meta-analysis of genome-wide association studies confirms a susceptibility locus for knee osteoarthritis on chromosome 7q22

Author: Evangelou, E, Valdes, AM, Kerkhof, HJM, Styrkarsdottir, U, Zhu, Y, Meulenbelt, I, Lories, RJ, Karassa, FB, Tylzanowski, P, Bos, SD, Rayner, NW, Southam, L, Zhai, G, Elliott, KS, Hunt, SE, Blackburn, H, Potter, SC, Day-Williams, AG, Beazley, C, Akune, T, Arden, NK, Carr, A, Chapman, K, Cupples, LA, Dai, J, Deloukas, P, Doherty, M, Doherty, S, Engstrom, G, Gonzalez, A, Halldorsson, BV, Hammond, CL, Hart, DJ, Helgadottir, H, Hofman, A, Ikegawa, S, Ingvarsson, T, Jiang, Q, Jonsson, H, Kaprio, J, Kawaguchi, H, Kisand, K, Kloppenburg, M, Kujala, UM, Lohmander, LS, Loughlin, J, Luyten, FP, Mabuchi, A, McCaskie, A, Nakajima, M, Nilsson, PM, Nishida, N, Ollier, WER, Panoutsopoulou, K, Van De Putte, T, Ralston, SH, Rivadeneira, F, Saarela, J, Schulte-Merker, S, Shi, D, Slagboom, PE, Sudo, A, Tamm, A, Thorleifsson, G, Thorsteinsdottir, U, Tsezou, A, Wallis, GA, Wilkinson, JM, Yoshimura, N, Zeggini, E, Zhang, F, Jonsdottir, I, Uitterlinden, AG, Felson, DT, Van Meurs, JB, Stefansson, K, Ioannidis, JPA, and Spector, TD
Published: 2011

94. THE arcOGEN CONSORTIUM: STAGE 1 OF A GENOME-WIDE ASSOCIATION SCAN FOR OSTEOARTHRITIS

Author: Panoutsopoulou, K., Southam, L., Rayner, W., Zhai, G., Beazley, C., Arden, N., Carr, A., Chapman, K., Deloukas, P., Doherty, M., McCaskie, A., Olher, W., Ralston, S., Spector, T., Valdes, A., Wallis, G., Wilkinson, M., Arden, E., Battley, K., Blackburn, H., Blanco, F., Bumpstead, S., Cupples, A., Day-Williams, A., Dixon, K., Dohertys, S., Elliott, K., Evangelou, E., Felson, D., Gomez-Reino, J., Gonzalez, A., Gordon, A., Gwilliam, R., Hofman, A., Hunt, S., Ioannidis, J., Jonsdottir, I., Keen, R., Kerkhof, H., Kloppenburg, M., Koller, N., Lakenberg, N., Lane, N., Lee, A., Meulenbelt, I., Nevitt, M., O'Neill, F., Parimi, N., Potter, S., Rego-Perez, I., Riancho, J., Sherburn, K., Slagboom, E., Styrkarsdottir, U., Sumillera, M., Swift, D., Tsezou, A., Uitterlinden, A., Meurs, J. van, Watkins, B., Wheeler, M., Mitchelle, S., Zhu, Y., Zmuda, J., Zeggini, E., Loughlin, J., and ArcOGEN Consortium
Abstract: Osteoarthritis and Cartilage
Published: 2010

95. Improved phenotype definitions of OA in genetic association studies highlight a structural role for a common variant in LRCH1

Author: Panoutsopoulou, K., primary, Thiagarajah, S., additional, Day-Williams, A.G., additional, Southam, L., additional, Doherty, M., additional, Zeggini, E., additional, and Wilkinson, J., additional
Published: 2015
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96. A meta-analysis of genome-wide association studies identifies novel variants associated with osteoarthritis of the hip

Author: Evangelou, E. (Evangelos), Kerkhof, J.M. (Hanneke), Styrkarsdottir, U. (Unnur), Ntzani, E.E. (Evangelia), Bos, S.D. (Steffan), Esko, T. (Tõnu), Evans, D.S. (Daniel), Metrustry, S. (Sarah), Panoutsopoulou, K. (Kalliope), Ramos, Y.F.M. (Yolande), Thorleifsson, G. (Gudmar), Tsilidis, K.K. (Konstantinos), Arden, N.K. (Nigel), Aslam, N. (Nadim), Bellamy, N. (Nicholas), Birrell, F. (Fraser), Blanco, F.J., Carr, A.J. (Andrew Jonathan), Chapman, K. (Kay), Day-Williams, A.G. (Aaron), Deloukas, P. (Panagiotis), Doherty, M. (Michael), Engström, G., Helgadottir, H.T. (Hafdis), Hofman, A. (Albert), Ingvarsson, T. (Torvaldur), Jonsson, H. (Helgi), Keis, A. (Aime), Keurentjes, J.C. (J. Christiaan), Kloppenburg, M. (Margreet), Lind, P.A. (Penelope), McCaskie, A. (Andrew), Martin, N.G. (Nicholas), Milani, A.L. (Alfredo), Montgomery, G.W., Nelissen, R.G.H.H. (Rob), Nevitt, M.C. (Michael), Nilsson, P. (Peter), Ollier, W.E.R. (William), Parimi, N. (Neeta), Rai, A. (Ashok), Ralston, S.H., Reed, M.R. (Mike), Riancho, J.A. (José), Rivadeneira Ramirez, F. (Fernando), Rodriguez-Fontenla, C. (Cristina), Southam, L. (Lorraine), Thorsteinsdottir, U. (Unnur), Tsezou, A. (Aspasia), Wallis, G.A. (Gillian), Wilkinson, J.M. (Mark), Gonzalez, A. (Antonio), Lane, N.E., Lohmander, L.S. (Stefan), Loughlin, J. (John), Metspalu, A. (Andres), Uitterlinden, A.G. (André), Jonsdottir, I. (Ingileif), Zwart, J-A. (John-Anker), Slagboom, P.E. (Eline), Zeggini, E. (Eleftheria), Meulenbelt, I. (Ingrid), Ioannidis, J.P.A. (John), Spector, T.D. (Timothy), Meurs, J.B.J. (Joyce) van, Valdes, A.M. (Ana Maria), Evangelou, E. (Evangelos), Kerkhof, J.M. (Hanneke), Styrkarsdottir, U. (Unnur), Ntzani, E.E. (Evangelia), Bos, S.D. (Steffan), Esko, T. (Tõnu), Evans, D.S. (Daniel), Metrustry, S. (Sarah), Panoutsopoulou, K. (Kalliope), Ramos, Y.F.M. (Yolande), Thorleifsson, G. (Gudmar), Tsilidis, K.K. (Konstantinos), Arden, N.K. (Nigel), Aslam, N. (Nadim), Bellamy, N. (Nicholas), Birrell, F. (Fraser), Blanco, F.J., Carr, A.J. (Andrew Jonathan), Chapman, K. (Kay), Day-Williams, A.G. (Aaron), Deloukas, P. (Panagiotis), Doherty, M. (Michael), Engström, G., Helgadottir, H.T. (Hafdis), Hofman, A. (Albert), Ingvarsson, T. (Torvaldur), Jonsson, H. (Helgi), Keis, A. (Aime), Keurentjes, J.C. (J. Christiaan), Kloppenburg, M. (Margreet), Lind, P.A. (Penelope), McCaskie, A. (Andrew), Martin, N.G. (Nicholas), Milani, A.L. (Alfredo), Montgomery, G.W., Nelissen, R.G.H.H. (Rob), Nevitt, M.C. (Michael), Nilsson, P. (Peter), Ollier, W.E.R. (William), Parimi, N. (Neeta), Rai, A. (Ashok), Ralston, S.H., Reed, M.R. (Mike), Riancho, J.A. (José), Rivadeneira Ramirez, F. (Fernando), Rodriguez-Fontenla, C. (Cristina), Southam, L. (Lorraine), Thorsteinsdottir, U. (Unnur), Tsezou, A. (Aspasia), Wallis, G.A. (Gillian), Wilkinson, J.M. (Mark), Gonzalez, A. (Antonio), Lane, N.E., Lohmander, L.S. (Stefan), Loughlin, J. (John), Metspalu, A. (Andres), Uitterlinden, A.G. (André), Jonsdottir, I. (Ingileif), Zwart, J-A. (John-Anker), Slagboom, P.E. (Eline), Zeggini, E. (Eleftheria), Meulenbelt, I. (Ingrid), Ioannidis, J.P.A. (John), Spector, T.D. (Timothy), Meurs, J.B.J. (Joyce) van, and Valdes, A.M. (Ana Maria)
Abstract: Objectives: Osteoarthritis (OA) is the most common form of arthritis with a clear genetic component. To identify novel loci associated with hip OA we performed a meta-analysis of genome-wide association studies (GWAS) on European subjects. Methods: We performed a two-stage meta-analysis on more than 78 000 participants. In stage 1, we synthesised data from eight GWAS whereas data from 10 centres were used for 'in silico' or 'de novo' replication. Besides the main analysis, a stratified by sex analysis was performed to detect possible sex-specific signals. Meta-analysis was performed using inverse-variance fixed effects models. A random effects approach was also used. Results: We accumulated 11 277 cases of radiographic and symptomatic hip OA. We prioritised eight single nucleotide polymorphism (SNPs) for follow-up in the discovery stage (4349 OA cases); five from the combined analysis, two male specific and one female specific. One locus, at 20q13, represented by rs6094710 (minor allele frequency (MAF) 4%) near the NCOA3 (nuclear receptor coactivator 3) gene, reached genome-wide significance level with p=7.9×10-9and OR=1.28 (95% CI 1.18 to 1.39) in the combined analysis of discovery (p=5.6×10-8) and follow-up studies (p=7.3×10-4). We showed that this gene is expressed in articular cartilage and its expression was significantly reduced in OA-affected cartilage. Moreover, two loci remained suggestive associated; rs5009270 at 7q31 (MAF 30%, p=9.9×10-7, OR=1.10) and rs3757837 at 7p13 (MAF 6%, p=2.2×10-6, OR=1.27 in male specific analysis). Conclusions: Novel genetic loci for hip OA were found in this meta-analysis of GWAS.
Published: 2014
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97. A genome-wide association study of anorexia nervosa

Author: Experimental psychopathology, Sub Physical and Colloid Chemistry, Sub General Pharmaceutics, Leerstoel Ridder, LS Dierenwelzijn & Proefdierkunde, Leerstoel Elburg, Stress and self-regulation, Boraska, V, Franklin, C S, Floyd, J A B, Thornton, L M, Huckins, L M, Southam, L, Rayner, N W, Tachmazidou, I, Klump, K L, Treasure, J, Lewis, C M, Schmidt, U, Tozzi, F, Kiezebrink, K, Hebebrand, J, Gorwood, P, Adan, R A H, Kas, M J H, Favaro, A, Santonastaso, P, Fernández-Aranda, F, Gratacos, M, Rybakowski, F, Dmitrzak-Weglarz, M, Kaprio, J, Keski-Rahkonen, A, Raevuori, A, Van Furth, E F, Slof-Op 't Landt, M C T, Hudson, J I, Reichborn-Kjennerud, T, Knudsen, G P S, Monteleone, P, Kaplan, A S, Karwautz, A, Hakonarson, H, Berrettini, W H, Guo, Y, Li, D, Schork, N J, Komaki, G, Ando, T, Inoko, H, Esko, T, Fischer, K, Männik, K, Danner, U N, Hendriks, J, van Elburg, Annemarie, Kennedy, J L, Wellcome Trust Case Control Consortium 3, Experimental psychopathology, Sub Physical and Colloid Chemistry, Sub General Pharmaceutics, Leerstoel Ridder, LS Dierenwelzijn & Proefdierkunde, Leerstoel Elburg, Stress and self-regulation, Boraska, V, Franklin, C S, Floyd, J A B, Thornton, L M, Huckins, L M, Southam, L, Rayner, N W, Tachmazidou, I, Klump, K L, Treasure, J, Lewis, C M, Schmidt, U, Tozzi, F, Kiezebrink, K, Hebebrand, J, Gorwood, P, Adan, R A H, Kas, M J H, Favaro, A, Santonastaso, P, Fernández-Aranda, F, Gratacos, M, Rybakowski, F, Dmitrzak-Weglarz, M, Kaprio, J, Keski-Rahkonen, A, Raevuori, A, Van Furth, E F, Slof-Op 't Landt, M C T, Hudson, J I, Reichborn-Kjennerud, T, Knudsen, G P S, Monteleone, P, Kaplan, A S, Karwautz, A, Hakonarson, H, Berrettini, W H, Guo, Y, Li, D, Schork, N J, Komaki, G, Ando, T, Inoko, H, Esko, T, Fischer, K, Männik, K, Danner, U N, Hendriks, J, van Elburg, Annemarie, Kennedy, J L, and Wellcome Trust Case Control Consortium 3
Published: 2014

98. A rare variant in APOC3 is associated with plasma triglyceride and VLDL levels in Europeans.

Author: Timpson, NJ, Walter, K, Min, JL, Tachmazidou, I, Malerba, G, Shin, S-Y, Chen, L, Futema, M, Southam, L, Iotchkova, V, Cocca, M, Huang, J, Memari, Y, McCarthy, S, Danecek, P, Muddyman, D, Mangino, M, Menni, C, Perry, JRB, Ring, SM, Gaye, A, Dedoussis, G, Farmaki, A-E, Burton, P, Talmud, PJ, Gambaro, G, Spector, TD, Smith, GD, Durbin, R, Richards, JB, Humphries, SE, Zeggini, E, Soranzo, N, UK1OK Consortium Members, Timpson, NJ, Walter, K, Min, JL, Tachmazidou, I, Malerba, G, Shin, S-Y, Chen, L, Futema, M, Southam, L, Iotchkova, V, Cocca, M, Huang, J, Memari, Y, McCarthy, S, Danecek, P, Muddyman, D, Mangino, M, Menni, C, Perry, JRB, Ring, SM, Gaye, A, Dedoussis, G, Farmaki, A-E, Burton, P, Talmud, PJ, Gambaro, G, Spector, TD, Smith, GD, Durbin, R, Richards, JB, Humphries, SE, Zeggini, E, Soranzo, N, and UK1OK Consortium Members
Abstract: The analysis of rich catalogues of genetic variation from population-based sequencing provides an opportunity to screen for functional effects. Here we report a rare variant in APOC3 (rs138326449-A, minor allele frequency ~0.25% (UK)) associated with plasma triglyceride (TG) levels (-1.43 s.d. (s.e.=0.27 per minor allele (P-value=8.0 × 10(-8))) discovered in 3,202 individuals with low read-depth, whole-genome sequence. We replicate this in 12,831 participants from five additional samples of Northern and Southern European origin (-1.0 s.d. (s.e.=0.173), P-value=7.32 × 10(-9)). This is consistent with an effect between 0.5 and 1.5 mmol l(-1) dependent on population. We show that a single predicted splice donor variant is responsible for association signals and is independent of known common variants. Analyses suggest an independent relationship between rs138326449 and high-density lipoprotein (HDL) levels. This represents one of the first examples of a rare, large effect variant identified from whole-genome sequencing at a population scale.
Published: 2014

99. A meta-analysis of genome-wide association studies identifies novel variants associated with osteoarthritis of the hip

Author: Evangelou, E, Kerkhof, HJ, Styrkarsdottir, U, Ntzani, EE, Bos, SD (Steffan Daniel), Esko, T, Evans, DS, Metrustry, S, Panoutsopoulou, K, Ramos, YFM, Thorleifsson, G, Tsilidis, KK, Arden, N, Aslam, N, Bellamy, N, Birrell, F, Blanco, FJ, Carr, A, Chapman, K, Day-Williams, AG, Deloukas, P, Doherty, M, Engstrom, G, Helgadottir, HT, Hofman, Bert, Ingvarsson, T, Jonsson, H, Keis, A, Keurentjes, JC, Kloppenburg, M, Lind, PA, McCaskie, A, Martin, NG, Milani, L, Montgomery, GW, Nelissen, RGHH, Nevitt, MC, Nilsson, PM, Ollier, WER, Parimi, N, Rai, A, Ralston, SH, Reed, MR, Riancho, JA, Rivadeneira, Fernando, Rodriguez-Fontenla, C, Southam, L, Thorsteinsdottir, U, Tsezou, A, AWallis, G, Wilkinson, JM, Gonzalez, A, Lane, NE, Lohmander, LS, Loughlin, J, Metspalu, A, Uitterlinden, André, Jonsdottir, I, Stefansson, K, Slagboom, PE (Eline), Zeggini, E, Meulenbelt, I, Ioannidis, JPA, Spector, TD, van Meurs, Joyce, Valdes, AM, Evangelou, E, Kerkhof, HJ, Styrkarsdottir, U, Ntzani, EE, Bos, SD (Steffan Daniel), Esko, T, Evans, DS, Metrustry, S, Panoutsopoulou, K, Ramos, YFM, Thorleifsson, G, Tsilidis, KK, Arden, N, Aslam, N, Bellamy, N, Birrell, F, Blanco, FJ, Carr, A, Chapman, K, Day-Williams, AG, Deloukas, P, Doherty, M, Engstrom, G, Helgadottir, HT, Hofman, Bert, Ingvarsson, T, Jonsson, H, Keis, A, Keurentjes, JC, Kloppenburg, M, Lind, PA, McCaskie, A, Martin, NG, Milani, L, Montgomery, GW, Nelissen, RGHH, Nevitt, MC, Nilsson, PM, Ollier, WER, Parimi, N, Rai, A, Ralston, SH, Reed, MR, Riancho, JA, Rivadeneira, Fernando, Rodriguez-Fontenla, C, Southam, L, Thorsteinsdottir, U, Tsezou, A, AWallis, G, Wilkinson, JM, Gonzalez, A, Lane, NE, Lohmander, LS, Loughlin, J, Metspalu, A, Uitterlinden, André, Jonsdottir, I, Stefansson, K, Slagboom, PE (Eline), Zeggini, E, Meulenbelt, I, Ioannidis, JPA, Spector, TD, van Meurs, Joyce, and Valdes, AM
Abstract: Objectives Osteoarthritis (OA) is the most common form of arthritis with a clear genetic component. To identify novel loci associated with hip OA we performed a meta-analysis of genome-wide association studies (GWAS) on European subjects. Methods We performed a two-stage meta-analysis on more than 78 000 participants. In stage 1, we synthesised data from eight GWAS whereas data from 10 centres were used for 'in silico' or 'de novo' replication. Besides the main analysis, a stratified by sex analysis was performed to detect possible sex-specific signals. Meta-analysis was performed using inverse-variance fixed effects models. A random effects approach was also used. Results We accumulated 11 277 cases of radiographic and symptomatic hip OA. We prioritised eight single nucleotide polymorphism (SNPs) for follow-up in the discovery stage (4349 OA cases); five from the combined analysis, two male specific and one female specific. One locus, at 20q13, represented by rs6094710 (minor allele frequency (MAF) 4%) near the NCOA3 (nuclear receptor coactivator 3) gene, reached genome-wide significance level with p=7.9x10(-9) and OR=1.28 (95% CI 1.18 to 1.39) in the combined analysis of discovery (p= 5.6x10(-8)) and follow-up studies (p=7.3x10(-4)). We showed that this gene is expressed in articular cartilage and its expression was significantly reduced in OA-affected cartilage. Moreover, two loci remained suggestive associated; rs5009270 at 7q31 (MAF 30%, p=9.9x10(-7), OR=1.10) and rs3757837 at 7p13 (MAF 6%, p=2.2x10(-6), OR=1.27 in male specific analysis). Conclusions Novel genetic loci for hip OA were found in this meta-analysis of GWAS.
Published: 2014

100. Differential allelic expression of protein tyrosine phosphatase NonReceptor 22 in rheumatoid arthritis patients

Author: Harrison, P, Southam, L, Pointon, J, Chapman, K, Locklin, R, Sabokbar, A, and Wordsworth, B
Published: 2008

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