Author: "Hysi, P.G. (Pirro)" - Searchworks@Jio Institute Digital Library Search Results

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1. A GWAS in Latin Americans identifies novel face shape loci, implicating VPS13B and a Denisovan introgressed region in facial variation

Author: Bonfante, B. (Betty), Faux, P. (Pierre), Navarro, N. (Nicolas), Mendoza-Revilla, J. (Javier), Dubied, M. (Morgane), Montillot, C. (Charlotte), Wentworth, E. (Emma), Poloni, L. (Lauriane), Varón-González, C. (Ceferino), Jones, P. (Philip), Xiong, Z. (Ziyi), Fuentes-Guajardo, M. (Macarena), Palmal, S. (Sagnik), Chacón-Duque, J.C. (Juan Camilo), Hurtado, M. (Malena), Villegas, V. (Valeria), Granja, V. (Vanessa), Jaramillo, C. (Claudia), Arias, W. (William), Barquera, R. (Rodrigo), Everardo-Martínez, P. (Paola), Sánchez-Quinto, M. (Mirsha), Gómez-Valdés, J. (Jorge), Villamil-Ramírez, H. (Hugo), Silva de Cerqueira, C.C. (Caio C.), Hünemeier, T. (Tábita), Ramallo, V. (Virginia), Liu, F. (Fan), Weinberg, S.M. (Seth M.), Shaffer, J.R. (John R), Stergiakouli, E. (Evie), Howe, L.J. (Laurence J.), Hysi, P.G. (Pirro G.), Spector, T.D. (Timothy D.), Gonzalez-José, R. (Rolando), Schüler-Faccini, L. (Lavinia), Bortolini, M.-C. (Maria-Cátira), Acuña-Alonzo, V. (Victor), Canizales-Quinteros, S. (Samuel), Gallo, C. (Carla), Poletti, G. (Giovanni), Bedoya, E.G. (Elsie), Rothhammer, F. (Francisco), Thauvin-Robinet, C. (Christel), Faivre, L. (Laurence), Costedoat, C. (Caroline), Balding, D.J. (David), Cox, T. (Timothy), Kayser, M.H. (Manfred), Duplomb, L. (Laurence), Yalcin, B. (Binnaz), Cotney, J. (Justin), Adhikari, K. (Kaustubh), Ruiz-Linares, A. (Andres), Bonfante, B. (Betty), Faux, P. (Pierre), Navarro, N. (Nicolas), Mendoza-Revilla, J. (Javier), Dubied, M. (Morgane), Montillot, C. (Charlotte), Wentworth, E. (Emma), Poloni, L. (Lauriane), Varón-González, C. (Ceferino), Jones, P. (Philip), Xiong, Z. (Ziyi), Fuentes-Guajardo, M. (Macarena), Palmal, S. (Sagnik), Chacón-Duque, J.C. (Juan Camilo), Hurtado, M. (Malena), Villegas, V. (Valeria), Granja, V. (Vanessa), Jaramillo, C. (Claudia), Arias, W. (William), Barquera, R. (Rodrigo), Everardo-Martínez, P. (Paola), Sánchez-Quinto, M. (Mirsha), Gómez-Valdés, J. (Jorge), Villamil-Ramírez, H. (Hugo), Silva de Cerqueira, C.C. (Caio C.), Hünemeier, T. (Tábita), Ramallo, V. (Virginia), Liu, F. (Fan), Weinberg, S.M. (Seth M.), Shaffer, J.R. (John R), Stergiakouli, E. (Evie), Howe, L.J. (Laurence J.), Hysi, P.G. (Pirro G.), Spector, T.D. (Timothy D.), Gonzalez-José, R. (Rolando), Schüler-Faccini, L. (Lavinia), Bortolini, M.-C. (Maria-Cátira), Acuña-Alonzo, V. (Victor), Canizales-Quinteros, S. (Samuel), Gallo, C. (Carla), Poletti, G. (Giovanni), Bedoya, E.G. (Elsie), Rothhammer, F. (Francisco), Thauvin-Robinet, C. (Christel), Faivre, L. (Laurence), Costedoat, C. (Caroline), Balding, D.J. (David), Cox, T. (Timothy), Kayser, M.H. (Manfred), Duplomb, L. (Laurence), Yalcin, B. (Binnaz), Cotney, J. (Justin), Adhikari, K. (Kaustubh), and Ruiz-Linares, A. (Andres)
Abstract: To characterize the genetic basis of facial features in Latin Americans, we performed a genome-wide association study (GWAS) of more than 6000 individuals using 59 landmark-based measurements from two-dimensional profile photographs and ~9,000,000 genotyped or imputed single-nucleotide polymorphisms. We detected significant association of 32 traits with at least 1 (and up to 6) of 32 different genomic regions, more than doubling the number of robustly associated face morphology loci reported until now (from 11 to 23). These GWAS hits are strongly enriched in regulatory sequences active specifically during craniofacial development. The associated region in 1p12 includes a tract of archaic adaptive introgression, with a Denisovan haplotype common in Native Americans affecting particularly lip thickness. Among the nine previously unidentified face morphology loci we identified is the VPS13B gene region, and we show that variants in this region also affect midfacial morphology in mice.
Published: 2021
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2. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

Author: Yonova-Doing, E. (Ekaterina), Zhao, W. (Wanting), Igo Jr., R.P. (Robert), Wang, C. (Chunliang), Sundaresan, P. (Periasamy), Lee, K.E. (Kristine), Jun, G.R. (Gyungah R.), Alves, A.C. (Alexessander Couto), Chai, X. (Xiaoran), Chan, A.S.Y. (Anita S. Y.), Lee, M.C. (Mei Chin), Fong, A. (Allan), Tan, A.G. (Ava G.), Khor, C.C., Chew, E.Y. (Emily Y.), Hysi, P.G. (Pirro G.), Fan, Q. (Qiao), Chua, J. (Jacqueline), Chung, J. (Jaeyoon), Liao, J. (Jiemin), Colijn, J.M. (Johanna), Burdon, K.P. (Kathryn P.), Fritsche, L.G. (Lars), Swift, M.K. (Maria K.), Hilmy, M.H. (Maryam H.), Chee, M.L. (Miao Ling), Tedja, M. (Milly), Bonnemaijer, P.W.M. (Pieter), Gupta, P. (Preeti), Tan, Q.S. (Queenie S.), Li, Z. (Zheng), Vithana, E.N. (Eranga), Ravindran, R.D. (Ravilla D.), Chee, S.-P. (Soon-Phaik), Shi, Y. (Yuan), Liu, W. (Wenting), Su, X. (Xinyi), Sim, X. (Xueling), Shen, Y. (Yang), Wang, Y.X. (Ya Xing), Li, H. (Hengtong), Tham, Y.-C. (Yih-Chung), Teo, Y.Y. (Yik Ying), Aung, T. (Tin), Small, K.S. (Kerrin S.), Mitchell, P. (Paul), Jonas, J.B. (Jost B.), Wong, T.Y. (Tien Yin), Fletcher, A. (Astrid), Klaver, C.C.W. (Caroline), Klein, B.E.K. (Barbara E. K.), Wang, J.J. (Jie Jin), Iyengar, S.K. (Sudha K.), Hammond, C.J. (Christopher J.), Cheng, C.-Y. (Ching-Yu), Yonova-Doing, E. (Ekaterina), Zhao, W. (Wanting), Igo Jr., R.P. (Robert), Wang, C. (Chunliang), Sundaresan, P. (Periasamy), Lee, K.E. (Kristine), Jun, G.R. (Gyungah R.), Alves, A.C. (Alexessander Couto), Chai, X. (Xiaoran), Chan, A.S.Y. (Anita S. Y.), Lee, M.C. (Mei Chin), Fong, A. (Allan), Tan, A.G. (Ava G.), Khor, C.C., Chew, E.Y. (Emily Y.), Hysi, P.G. (Pirro G.), Fan, Q. (Qiao), Chua, J. (Jacqueline), Chung, J. (Jaeyoon), Liao, J. (Jiemin), Colijn, J.M. (Johanna), Burdon, K.P. (Kathryn P.), Fritsche, L.G. (Lars), Swift, M.K. (Maria K.), Hilmy, M.H. (Maryam H.), Chee, M.L. (Miao Ling), Tedja, M. (Milly), Bonnemaijer, P.W.M. (Pieter), Gupta, P. (Preeti), Tan, Q.S. (Queenie S.), Li, Z. (Zheng), Vithana, E.N. (Eranga), Ravindran, R.D. (Ravilla D.), Chee, S.-P. (Soon-Phaik), Shi, Y. (Yuan), Liu, W. (Wenting), Su, X. (Xinyi), Sim, X. (Xueling), Shen, Y. (Yang), Wang, Y.X. (Ya Xing), Li, H. (Hengtong), Tham, Y.-C. (Yih-Chung), Teo, Y.Y. (Yik Ying), Aung, T. (Tin), Small, K.S. (Kerrin S.), Mitchell, P. (Paul), Jonas, J.B. (Jost B.), Wong, T.Y. (Tien Yin), Fletcher, A. (Astrid), Klaver, C.C.W. (Caroline), Klein, B.E.K. (Barbara E. K.), Wang, J.J. (Jie Jin), Iyengar, S.K. (Sudha K.), Hammond, C.J. (Christopher J.), and Cheng, C.-Y. (Ching-Yu)
Abstract: Nuclear cataract is the most common type of age-related cataract and a leading cause of blindness worldwide. Age-related nuclear cataract is heritable (h2 = 0.48), but little is known about specific genetic factors underlying this condition. Here we report findings from the largest to date multi-ethnic meta-analysis of genome-wide association studies (discovery cohort N = 14,151 and replication N = 5299) of the International Cataract Genetics Consortium. We confirmed the known genetic association of CRYAA (rs7278468, P = 2.8 × 10−16) with nuclear cataract and identified five new loci associated with this disease: SOX2-OT (rs9842371, P = 1.7 × 10
Published: 2020
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3. Genome-wide association meta-analysis of corneal curvature identifies novel loci and shared genetic influences across axial length and refractive error

Author: Fan, Q. (Qiao), Pozarickij, A. (Alfred), Tan, N.Y.Q. (Nicholas Y. Q.), Guo, X. (Xiaobo), Verhoeven, V.J.M. (Virginie), Vitart, V. (Veronique), Guggenheim, J. (Jean), Miyake, M. (Masahiro), Tideman, J.W.L. (Willem), Khawaja, A.P. (Anthony), Zhang, L. (Liang), MacGregor, S. (Stuart), Höhn, R. (René), Chen, P. (Peng), Biino, G. (Ginevra), Wedenoja, J. (Juho), Saffari, S.E. (Seyed Ehsan), Tedja, M. (Milly), Xie, J. (Jing), Lanca, C. (Carla), Wang, Y.X. (Ya Xing), Sahebjada, S. (Srujana), Mazur, J. (Johanna), Mirshahi, A. (Alireza), Martin, N.G. (Nicholas), Yazar, S. (Seyhan), Pennell, C.E. (Craig), Yap, M.K.H. (Maurice K. H.), Haarman, A.E.G. (Annechien E. G.), Enthoven, C.A. (Clair A.), Polling, J.R. (Jan Roelof), Bailey-Wilson, J.E. (Joan E.), Veluchamy, A.B. (Amutha Barathi), Burdon, K.P. (Kathryn P.), Campbell, H. (Harry), Chen, L.J. (Li Jia), Chew, E.Y. (Emily Y.), Craig, J.E. (Jamie), Cumberland, P.M. (Phillippa M.), DeAngelis, M.M. (Margaret), Delcourt, C. (Cécile), Ding, X. (Xiaohu), Evans, D.M. (David M.), Gharahkhani, P. (Puya), Iglesias, A.I. (Adriana I.), Haller, T. (Toomas), Han, X. (Xikun), Hoang, Q. (Quan), Igo Jr., R.P. (Robert), Iyengar, S.K. (Sudha), Kähönen, M. (Mika), Kaprio, J. (Jaakko), Klein, B.E. (Barbara E.), Klein, R. (Ronald), Lass Jr., J.H. (Jonathan), Lee, K. (Kris), Lehtimäki, T. (Terho), Lewis, D.D. (Deyana D.), Li, Q. (Qing), Li, S.-M. (Shi-Ming), Lyytikäinen, L.-P. (Leo-Pekka), Meguro, A. (Akira), Metspalu, A. (Andres), Middlebrooks, C.D. (Candace D.), Mizuki, N. (Nobuhisa), Musolf, A.M. (Anthony M.), Nickels, S. (Stefan), Oexle, K. (Konrad), Pang, C.P. (Chi Pui), Paterson, A.D. (Andrew), Rahi, J.S. (Jugnoo S.), Raitakari, O. (Olli), Rudan, I. (Igor), Stambolian, D.E. (Dwight), Simpson, C.L. (Claire), Wang, N. (Ningli), Bin Wei, W. (Wen), Williams, K.M. (Katie M.), Wilson, J.F. (James), Wojciechowski, R. (Robert), Yamashiro, K. (Kenji), Yam, J.C.S. (Jason C. S.), Zhou, X. (Xiangtian), Aslam, T. (Tariq), Barman, S.A. (Sarah A.), Barrett, J.H. (Jenny H.), Bishop, P.N. (Paul), Blows, P. (Peter), Bunce, C. (Catey), Carare, R.O. (Roxana O.), Chakravarthy, U. (Usha), Chan, M. (Michelle), Chua, S.Y.L. (Sharon Y. L.), Crabb, D.P. (David), Cumberland, P.M. (Philippa M.), Day, A. (Alexander), Desai, P. (Parul), Dhillon, B. (Bal), Dick, A.D. (Andrew D.), Egan, C. (Cathy), Ennis, S. (Sarah), Fruttiger, M. (Marcus), Gallacher, J. (John), Garway-Heath, D.F. (David F.), Gibson, J. (Jane), Gore, D. (Dan), Hardcastle, A. (Alison), Harding, S.P. (Simon), Hogg, R. (Ruth), Keane, P.A. (Pearse A.), Khaw, S.P.T. (Sir Peng T.), Lascaratos, G. (Gerassimos), Lotery, A.J. (Andrew), Macgillivray, T. (Tom), Mackie, S. (Sarah), Martin, K. (Keith), McGaughey, M. (Michelle), McGuinness, B. (Bernadette), McKay, G.J. (Gareth), McKibbin, M. (Martin), Mitry, D. (Danny), Moore, T. (Tony), Morgan, J.E. (James E.), Muthy, Z.A. (Zaynah A.), O’Sullivan, E. (Eoin), Owen, C.G. (Chris G.), Patel, P. (Praveen), Paterson, E. (Euan), Peto, T. (Tünde), Petzold, A. (Axel), Rudnikca, A.R. (Alicja R.), Self, J. (Jay), Sivaprasad, S., Steel, D. (David), Stratton, I. (Irene), Strouthidis, N. (Nicholas), Sudlow, C. (Cathie), Thomas, D. (Dhanes), Trucco, E. (Emanuele), Tufail, A. (Adnan), Vernon, S.A. (Stephen A.), Viswanathan, A.C. (Ananth C.), Williams, K. (Katie), Woodside, J.V. (J.), Yates, M.M. (Max M.), Yip, J. (Jennifer), Zheng, Y. (Yalin), Hewit, A.W. (Alex), Jaddoe, V.W.V. (Vincent), Duijn, C.M. (Cornelia) van, Hayward, C. (Caroline), Polasek, O. (Ozren), Tai, E.S. (Shyong), Yoshikatsu, H. (Hosoda), Hysi, P.G. (Pirro G.), Young, T.L. (Terri L.), Tsujikawa, A. (Akitaka), Wang, J.J. (Jie Jing), Mitchell, P. (Paul), Pfeiffer, A.F.H. (Andreas), Pärssinen, O. (Olavi), Foster, P.J. (Paul), Fossarello, M. (Maurizio), Yip, S.P. (Shea Ping), Williams, C. (Cathy), Hammond, C.J. (Christopher), Jonas, J.B., He, M. (Mingguang), Mackey, D.A. (David), Wong, T.-Y. (Tien-Yin), Klaver, C.C.W. (Caroline), Saw, S-M. (Seang-Mei), Baird, P.N. (Paul), Cheng, C.-Y. (Ching-Yu), Fan, Q. (Qiao), Pozarickij, A. (Alfred), Tan, N.Y.Q. (Nicholas Y. Q.), Guo, X. (Xiaobo), Verhoeven, V.J.M. (Virginie), Vitart, V. (Veronique), Guggenheim, J. (Jean), Miyake, M. (Masahiro), Tideman, J.W.L. (Willem), Khawaja, A.P. (Anthony), Zhang, L. (Liang), MacGregor, S. (Stuart), Höhn, R. (René), Chen, P. (Peng), Biino, G. (Ginevra), Wedenoja, J. (Juho), Saffari, S.E. (Seyed Ehsan), Tedja, M. (Milly), Xie, J. (Jing), Lanca, C. (Carla), Wang, Y.X. (Ya Xing), Sahebjada, S. (Srujana), Mazur, J. (Johanna), Mirshahi, A. (Alireza), Martin, N.G. (Nicholas), Yazar, S. (Seyhan), Pennell, C.E. (Craig), Yap, M.K.H. (Maurice K. H.), Haarman, A.E.G. (Annechien E. G.), Enthoven, C.A. (Clair A.), Polling, J.R. (Jan Roelof), Bailey-Wilson, J.E. (Joan E.), Veluchamy, A.B. (Amutha Barathi), Burdon, K.P. (Kathryn P.), Campbell, H. (Harry), Chen, L.J. (Li Jia), Chew, E.Y. (Emily Y.), Craig, J.E. (Jamie), Cumberland, P.M. (Phillippa M.), DeAngelis, M.M. (Margaret), Delcourt, C. (Cécile), Ding, X. (Xiaohu), Evans, D.M. (David M.), Gharahkhani, P. (Puya), Iglesias, A.I. (Adriana I.), Haller, T. (Toomas), Han, X. (Xikun), Hoang, Q. (Quan), Igo Jr., R.P. (Robert), Iyengar, S.K. (Sudha), Kähönen, M. (Mika), Kaprio, J. (Jaakko), Klein, B.E. (Barbara E.), Klein, R. (Ronald), Lass Jr., J.H. (Jonathan), Lee, K. (Kris), Lehtimäki, T. (Terho), Lewis, D.D. (Deyana D.), Li, Q. (Qing), Li, S.-M. (Shi-Ming), Lyytikäinen, L.-P. (Leo-Pekka), Meguro, A. (Akira), Metspalu, A. (Andres), Middlebrooks, C.D. (Candace D.), Mizuki, N. (Nobuhisa), Musolf, A.M. (Anthony M.), Nickels, S. (Stefan), Oexle, K. (Konrad), Pang, C.P. (Chi Pui), Paterson, A.D. (Andrew), Rahi, J.S. (Jugnoo S.), Raitakari, O. (Olli), Rudan, I. (Igor), Stambolian, D.E. (Dwight), Simpson, C.L. (Claire), Wang, N. (Ningli), Bin Wei, W. (Wen), Williams, K.M. (Katie M.), Wilson, J.F. (James), Wojciechowski, R. (Robert), Yamashiro, K. (Kenji), Yam, J.C.S. (Jason C. S.), Zhou, X. (Xiangtian), Aslam, T. (Tariq), Barman, S.A. (Sarah A.), Barrett, J.H. (Jenny H.), Bishop, P.N. (Paul), Blows, P. (Peter), Bunce, C. (Catey), Carare, R.O. (Roxana O.), Chakravarthy, U. (Usha), Chan, M. (Michelle), Chua, S.Y.L. (Sharon Y. L.), Crabb, D.P. (David), Cumberland, P.M. (Philippa M.), Day, A. (Alexander), Desai, P. (Parul), Dhillon, B. (Bal), Dick, A.D. (Andrew D.), Egan, C. (Cathy), Ennis, S. (Sarah), Fruttiger, M. (Marcus), Gallacher, J. (John), Garway-Heath, D.F. (David F.), Gibson, J. (Jane), Gore, D. (Dan), Hardcastle, A. (Alison), Harding, S.P. (Simon), Hogg, R. (Ruth), Keane, P.A. (Pearse A.), Khaw, S.P.T. (Sir Peng T.), Lascaratos, G. (Gerassimos), Lotery, A.J. (Andrew), Macgillivray, T. (Tom), Mackie, S. (Sarah), Martin, K. (Keith), McGaughey, M. (Michelle), McGuinness, B. (Bernadette), McKay, G.J. (Gareth), McKibbin, M. (Martin), Mitry, D. (Danny), Moore, T. (Tony), Morgan, J.E. (James E.), Muthy, Z.A. (Zaynah A.), O’Sullivan, E. (Eoin), Owen, C.G. (Chris G.), Patel, P. (Praveen), Paterson, E. (Euan), Peto, T. (Tünde), Petzold, A. (Axel), Rudnikca, A.R. (Alicja R.), Self, J. (Jay), Sivaprasad, S., Steel, D. (David), Stratton, I. (Irene), Strouthidis, N. (Nicholas), Sudlow, C. (Cathie), Thomas, D. (Dhanes), Trucco, E. (Emanuele), Tufail, A. (Adnan), Vernon, S.A. (Stephen A.), Viswanathan, A.C. (Ananth C.), Williams, K. (Katie), Woodside, J.V. (J.), Yates, M.M. (Max M.), Yip, J. (Jennifer), Zheng, Y. (Yalin), Hewit, A.W. (Alex), Jaddoe, V.W.V. (Vincent), Duijn, C.M. (Cornelia) van, Hayward, C. (Caroline), Polasek, O. (Ozren), Tai, E.S. (Shyong), Yoshikatsu, H. (Hosoda), Hysi, P.G. (Pirro G.), Young, T.L. (Terri L.), Tsujikawa, A. (Akitaka), Wang, J.J. (Jie Jing), Mitchell, P. (Paul), Pfeiffer, A.F.H. (Andreas), Pärssinen, O. (Olavi), Foster, P.J. (Paul), Fossarello, M. (Maurizio), Yip, S.P. (Shea Ping), Williams, C. (Cathy), Hammond, C.J. (Christopher), Jonas, J.B., He, M. (Mingguang), Mackey, D.A. (David), Wong, T.-Y. (Tien-Yin), Klaver, C.C.W. (Caroline), Saw, S-M. (Seang-Mei), Baird, P.N. (Paul), and Cheng, C.-Y. (Ching-Yu)
Abstract: Corneal curvature, a highly heritable trait, is a key clinical endophenotype for myopia - a major cause of visual impairment and blindness in the world. Here we present a trans-ethnic meta-analysis of corneal curvature GWAS in 44,042 individuals of Caucasian and Asian with replication in 88,218 UK Biobank data. We identified 47 loci (of which 26 are novel), with population-specific signals as well as shared signals across ethnicities. Some identified variants showed precise scaling in corneal curvature and eye elongation (i.e. axial length) to maintain eyes in emmetropia (i.e. HDAC11/FBLN2 rs2630445, RBP3 rs11204213); others exhibited association with myopia with little pleiotropic effects on eye elongation. Implicated genes are involved in extracellular matrix organization, developmental process for body and eye, connective tissue cartilage and glycosylation protein activities. Our study provides insights into population-specific novel genes for corneal curvature, and their pleiotropic effect in regulating eye size or conferring susceptibility to myopia.
Published: 2020
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4. Novel genetic loci affecting facial shape variation in humans

Author: Xiong, Z. (Ziyi), Dankova, G. (Gabriela), Howe, L.J. (Laurence J.), Lee, M.K. (Myoung Keun), Hysi, P.G. (Pirro G.), Jong, M.A. (Markus) de, Zhu, G. (Gu), Adhikari, K. (Kaustubh), Li, D. (Dan), Li, Y. (Yi), Pan, B. (Bo), Feingold, E. (Eleanor), Marazita, M.L. (Mary), Shaffer, J.R. (John R), McAloney, K. (Kerrie), Xu, S. (Shuhua), Jin, L. (Li), Wang, S. (Sijia), Vrij, F.M.S. (Femke), Lendemeijer, B. (Bas), Richmond, S. (Stephen), Zhurov, A. (Alexei), Lewis, S. (Sarah), Sharp, G.C. (Gemma C.), Paternoster, L. (Lavinia), Thompson, H. (Holly), Gonzalez-Jose, R. (Rolando), Bortolini, M.C. (Maria Catira), Canizales-Quinteros, S. (Samuel), Gallo, C. (Carla), Poletti, G. (Giovanni), Bedoya, E.G. (Elsie), Rothhammer, F. (Francisco), Uitterlinden, A.G. (André), Ikram, M.A. (Arfan), Wolvius, E.B. (Eppo), Kushner, S.A. (Steven), Nijsten, T.E.C. (Tamar), Palstra, R.-J.T.S. (Robert-Jan), Boehringer, S. (Stefan), Medland, S.E. (Sarah), Tang, K. (Kun), Ruiz-Linares, A. (Andres), Martin, N.G. (Nicholas), Spector, T.D. (Timothy), Stergiakouli, E. (Evie), Weinberg, S.M. (Seth M.), Liu, F. (Fan), Kayser, M.H. (Manfred), Xiong, Z. (Ziyi), Dankova, G. (Gabriela), Howe, L.J. (Laurence J.), Lee, M.K. (Myoung Keun), Hysi, P.G. (Pirro G.), Jong, M.A. (Markus) de, Zhu, G. (Gu), Adhikari, K. (Kaustubh), Li, D. (Dan), Li, Y. (Yi), Pan, B. (Bo), Feingold, E. (Eleanor), Marazita, M.L. (Mary), Shaffer, J.R. (John R), McAloney, K. (Kerrie), Xu, S. (Shuhua), Jin, L. (Li), Wang, S. (Sijia), Vrij, F.M.S. (Femke), Lendemeijer, B. (Bas), Richmond, S. (Stephen), Zhurov, A. (Alexei), Lewis, S. (Sarah), Sharp, G.C. (Gemma C.), Paternoster, L. (Lavinia), Thompson, H. (Holly), Gonzalez-Jose, R. (Rolando), Bortolini, M.C. (Maria Catira), Canizales-Quinteros, S. (Samuel), Gallo, C. (Carla), Poletti, G. (Giovanni), Bedoya, E.G. (Elsie), Rothhammer, F. (Francisco), Uitterlinden, A.G. (André), Ikram, M.A. (Arfan), Wolvius, E.B. (Eppo), Kushner, S.A. (Steven), Nijsten, T.E.C. (Tamar), Palstra, R.-J.T.S. (Robert-Jan), Boehringer, S. (Stefan), Medland, S.E. (Sarah), Tang, K. (Kun), Ruiz-Linares, A. (Andres), Martin, N.G. (Nicholas), Spector, T.D. (Timothy), Stergiakouli, E. (Evie), Weinberg, S.M. (Seth M.), Liu, F. (Fan), and Kayser, M.H. (Manfred)
Abstract: The human face represents a combined set of highly heritable phenotypes, but knowledge on its genetic architecture remains limited, despite the relevance for various fields. A series of genome-wide association studies on 78 facial shape phenotypes quantified from 3-dimensional facial images of 10,115 Europeans identified 24 genetic loci reaching study-wide suggestive association (p < 5 × 10-8), among which 17 were previously unreported. A follow-up multi-ethnic study in additional 7917 individuals confirmed 10 loci including six unreported ones (padjusted < 2.1 × 10-3). A global map of derived polygenic face scores assembled facial features in major continental groups consistent with anthropological knowledge. Analyses of epigenomic datasets from cranial neural crest cells revealed abundant cis-regulatory activities at the face-associated genetic loci. Luciferase reporter assays in neural crest progenitor cells highlighted enhancer activities of several face-associated DNA variants. These results substantially advance our understanding of the genetic basis underlying human facial variation and provide candidates for future in-vivo functional studies.
Published: 2019
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5. Multi-trait genome-wide association study identifies new loci associated with optic disc parameters

Author: Bonnemaijer, P.W.M. (Pieter), Leeuwen, E.M. (Elisabeth M. van), Iglesias, A.I. (Adriana I.), Gharahkhani, P. (Puya), Vitart, V. (Veronique), Khawaja, A.P. (Anthony), Simcoe, M. (Mark), Höhn, R. (René), Cree, A.J. (Angela), Igo Jr., R.P. (Robert), Burdon, K.P. (Kathryn P.), Craig, J.E. (Jamie), Hewit, A.W. (Alex), Jonas, J.B., Khor, C.-C. (Chiea-Cheun), Pasutto, F. (Francesca), Mackey, D.A. (David), Mitchell, P. (Paul), Mishra, A. (Aniket), Pang, C.P. (Chi Pui), Pasquale, L.R. (Louis R), Springelkamp, H. (Henriët), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Viswanathan, A.C. (Ananth C.), Wojciechowski, R. (Robert), Wong, T.Y. (Tien Yin), Young, T.L. (Terrri L), Zeller, T. (Tanja), Allingham, R.R. (R Rand), Budenz, D.L. (Donald L.), Bailey, J.C. (Jessica Cooke), Fingert, J. (John), Gaasterland, D. (Douglas), Gaasterland, T. (Terry), Haines, J.L. (Jonathan), Hark, L. (Lisa), Hauser, M.A. (Michael), Kang, J.H. (Jae Hee), Kraft, P. (Peter), Lee, R.K. (Richard K.), Lichter, P.A. (Paul A.), Liu, Y. (Yutao), Moroi, S. (Syoko), Pasquale, L.R. (Louis), Pericak, M. (Margaret), Realini, A. (Anthony), Rhee, D. (Doug), Richards, J.R. (Julia R.), Ritch, R. (Robert), Scott, W.K. (William), Singh, K. (Kuldev), Sit, A.J. (Arthur J.), Vollrath, D. (Douglas), Weinreb, R.N. (Robert N.), Wollstein, G. (Gadi), Wilmer, D.Z. (Don Zack), Atan, D. (Denize), Aslam, T. (Tariq), Barman, S.A. (Sarah A.), Barrett, J.H. (Jennifer H.), Bishop, P.N. (Paul), Blows, P. (Peter), Bunce, C. (Catey), Carare, R.O. (Roxana O.), Chakravarthy, U. (Usha), Chan, M. (Michelle), Chua, S.Y.L. (Sharon Y. L.), Crabb, D.P. (David), Cumberland, P.M. (Philippa M.), Day, A. (Alexander), Desai, P. (Parul), Dhillon, B. (Bal), Dick, A.D. (Andrew D.), Egan, C. (Cathy), Ennis, S. (Sarah), Foster, P.J. (Paul), Fruttiger, M. (Marcus), Gallacher, J.E.J. (John E. J.), Garway, D.F. (David F.), Gibson, J. (Jane), Dan Gore, (), Guggenheim, J. (Jean), Hardcastle, A. (Alison), Harding, S.P. (Simon), Hogg, R. (Ruth), Keane, P.A. (Pearse A.), Khaw, P.T. (Peng T.), Lascaratos, G. (Gerassimos), Macgillivray, T. (Tom), Mackie, S. (Sarah), Martin, K. (Keith), McGaughey, M. (Michelle), McGuinness, B. (Bernadette), McKay, G.J. (Gareth), McKibbin, M. (Martin), Mitry, D. (Danny), Moore, T. (Tony), Morgan, J.E. (James E.), Muthy, Z.A. (Zaynah A.), O’Sullivan, E. (Eoin), Owen, C.G. (Chris G.), Patel, P. (Praveen), Paterson, E. (Euan), Peto, T. (Tünde), Petzold, A. (Axel), Rahi, J.S. (Jugnoo S.), Rudnikca, A.R. (Alicja R.), Self, J. (Jay), Sivaprasad, S., Steel, D. (David), Stratton, I. (Irene), Strouthidis, N. (Nicholas), Sudlow, C. (Cathie), Thomas, D. (Dhanes), Trucco, E. (Emanuele), Tufail, A. (Adnan), Vernon, S.A. (Stephen A.), Williams, C. (Cathy), Williams, K.M. (Katie M.), Woodside, J.V. (J.), Yates, M.M. (Max M.), Yip, J. (Jennifer), Zheng, Y. (Yalin), Gerhold-Ay, A. (Aslihan), Nickels, S. (Stefan), Wilson, J.F. (James), Hayward, C. (Caroline), Boutin, T.S. (Thibaud S.), Polasek, O. (Ozren), Aung, T. (Tin), Khor, C.C., Amin, N. (Najaf), Lotery, A.J. (Andrew), Wiggs, J.L. (Janey L.), Cheng, C.-Y. (Ching-Yu), Hysi, P.G. (Pirro G.), Hammond, C.J. (Christopher), Thiadens, A.A.H.J. (Alberta), MacGregor, S. (Stuart), Klaver, C.C.W. (Caroline), Duijn, C.M. (Cornelia) van, Bonnemaijer, P.W.M. (Pieter), Leeuwen, E.M. (Elisabeth M. van), Iglesias, A.I. (Adriana I.), Gharahkhani, P. (Puya), Vitart, V. (Veronique), Khawaja, A.P. (Anthony), Simcoe, M. (Mark), Höhn, R. (René), Cree, A.J. (Angela), Igo Jr., R.P. (Robert), Burdon, K.P. (Kathryn P.), Craig, J.E. (Jamie), Hewit, A.W. (Alex), Jonas, J.B., Khor, C.-C. (Chiea-Cheun), Pasutto, F. (Francesca), Mackey, D.A. (David), Mitchell, P. (Paul), Mishra, A. (Aniket), Pang, C.P. (Chi Pui), Pasquale, L.R. (Louis R), Springelkamp, H. (Henriët), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Viswanathan, A.C. (Ananth C.), Wojciechowski, R. (Robert), Wong, T.Y. (Tien Yin), Young, T.L. (Terrri L), Zeller, T. (Tanja), Allingham, R.R. (R Rand), Budenz, D.L. (Donald L.), Bailey, J.C. (Jessica Cooke), Fingert, J. (John), Gaasterland, D. (Douglas), Gaasterland, T. (Terry), Haines, J.L. (Jonathan), Hark, L. (Lisa), Hauser, M.A. (Michael), Kang, J.H. (Jae Hee), Kraft, P. (Peter), Lee, R.K. (Richard K.), Lichter, P.A. (Paul A.), Liu, Y. (Yutao), Moroi, S. (Syoko), Pasquale, L.R. (Louis), Pericak, M. (Margaret), Realini, A. (Anthony), Rhee, D. (Doug), Richards, J.R. (Julia R.), Ritch, R. (Robert), Scott, W.K. (William), Singh, K. (Kuldev), Sit, A.J. (Arthur J.), Vollrath, D. (Douglas), Weinreb, R.N. (Robert N.), Wollstein, G. (Gadi), Wilmer, D.Z. (Don Zack), Atan, D. (Denize), Aslam, T. (Tariq), Barman, S.A. (Sarah A.), Barrett, J.H. (Jennifer H.), Bishop, P.N. (Paul), Blows, P. (Peter), Bunce, C. (Catey), Carare, R.O. (Roxana O.), Chakravarthy, U. (Usha), Chan, M. (Michelle), Chua, S.Y.L. (Sharon Y. L.), Crabb, D.P. (David), Cumberland, P.M. (Philippa M.), Day, A. (Alexander), Desai, P. (Parul), Dhillon, B. (Bal), Dick, A.D. (Andrew D.), Egan, C. (Cathy), Ennis, S. (Sarah), Foster, P.J. (Paul), Fruttiger, M. (Marcus), Gallacher, J.E.J. (John E. J.), Garway, D.F. (David F.), Gibson, J. (Jane), Dan Gore, (), Guggenheim, J. (Jean), Hardcastle, A. (Alison), Harding, S.P. (Simon), Hogg, R. (Ruth), Keane, P.A. (Pearse A.), Khaw, P.T. (Peng T.), Lascaratos, G. (Gerassimos), Macgillivray, T. (Tom), Mackie, S. (Sarah), Martin, K. (Keith), McGaughey, M. (Michelle), McGuinness, B. (Bernadette), McKay, G.J. (Gareth), McKibbin, M. (Martin), Mitry, D. (Danny), Moore, T. (Tony), Morgan, J.E. (James E.), Muthy, Z.A. (Zaynah A.), O’Sullivan, E. (Eoin), Owen, C.G. (Chris G.), Patel, P. (Praveen), Paterson, E. (Euan), Peto, T. (Tünde), Petzold, A. (Axel), Rahi, J.S. (Jugnoo S.), Rudnikca, A.R. (Alicja R.), Self, J. (Jay), Sivaprasad, S., Steel, D. (David), Stratton, I. (Irene), Strouthidis, N. (Nicholas), Sudlow, C. (Cathie), Thomas, D. (Dhanes), Trucco, E. (Emanuele), Tufail, A. (Adnan), Vernon, S.A. (Stephen A.), Williams, C. (Cathy), Williams, K.M. (Katie M.), Woodside, J.V. (J.), Yates, M.M. (Max M.), Yip, J. (Jennifer), Zheng, Y. (Yalin), Gerhold-Ay, A. (Aslihan), Nickels, S. (Stefan), Wilson, J.F. (James), Hayward, C. (Caroline), Boutin, T.S. (Thibaud S.), Polasek, O. (Ozren), Aung, T. (Tin), Khor, C.C., Amin, N. (Najaf), Lotery, A.J. (Andrew), Wiggs, J.L. (Janey L.), Cheng, C.-Y. (Ching-Yu), Hysi, P.G. (Pirro G.), Hammond, C.J. (Christopher), Thiadens, A.A.H.J. (Alberta), MacGregor, S. (Stuart), Klaver, C.C.W. (Caroline), and Duijn, C.M. (Cornelia) van
Abstract: A new avenue of mining published genome-wide association studies includes the joint analysis of related traits. The power of this approach depends on the genetic correlation of traits, which reflects the number of pleiotropic loci, i.e. genetic loci influencing multiple traits. Here, we applied new meta-analyses of optic nerve head (ONH) related traits implicated in primary open-angle glaucoma (POAG); intraocular pressure and central corneal thickness using Haplotype reference consortium imputations. We performed a multi-trait analysis of ONH parameters cup area, disc area and vertical cup-disc ratio. We uncover new variants; rs11158547 in PPP1R36-PLEKHG3 and rs1028727 near SERPINE3 at genome-wide significance that replicate in independent Asian cohorts imputed to 1000 Genomes. At this point, validation of these variants in POAG cohorts is hampered by the high degree of heterogeneity. Our results show that multi-trait analysis is a valid approach to identify novel pleiotropic variants for ONH.
Published: 2019
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6. Genome-Wide Association Studies Identify Multiple Genetic Loci Influencing Eyebrow Color Variation in Europeans

Author: Peng, F. (Fuduan), Zhu, G. (Gu), Hysi, P.G. (Pirro G.), Eller, R.J. (Ryan J.), Chen, Y. (Yan), Li, Y. (Yi), Hamer, M.A. (Merel), Zeng, C. (Changqing), Hopkins, R.L. (Racquel L.), Jacobus, C.L. (Case L.), Wallace, P.L. (Paige L.), Uitterlinden, A.G. (André), Ikram, M.A. (Arfan), Nijsten, T.E.C. (Tamar), Duffy, D.L. (David), Medland, S.E. (Sarah), Spector, T.D. (Timothy), Walsh, S. (Susan), Martin, N.G. (Nicholas), Liu, F. (Fan), Kayser, M.H. (Manfred), Peng, F. (Fuduan), Zhu, G. (Gu), Hysi, P.G. (Pirro G.), Eller, R.J. (Ryan J.), Chen, Y. (Yan), Li, Y. (Yi), Hamer, M.A. (Merel), Zeng, C. (Changqing), Hopkins, R.L. (Racquel L.), Jacobus, C.L. (Case L.), Wallace, P.L. (Paige L.), Uitterlinden, A.G. (André), Ikram, M.A. (Arfan), Nijsten, T.E.C. (Tamar), Duffy, D.L. (David), Medland, S.E. (Sarah), Spector, T.D. (Timothy), Walsh, S. (Susan), Martin, N.G. (Nicholas), Liu, F. (Fan), and Kayser, M.H. (Manfred)
Published: 2019
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7. Low-frequency variation in TP53 has large effects on head circumference and intracranial volume

Author: Haworth, S., Shapland, C.Y., Hayward, C. (Caroline), Prins, B.P. (Bram), Felix, J.F. (Janine), Medina-Gomez, M.C. (Carolina), Rivadeneira Ramirez, F. (Fernando), Wang, C., Ahluwalia, TS, Vrijheid, M. (Martine), Guxens Junyent, M. (Mònica), Sunyer, J. (Jordi), Tachmazidou, I, Walter, K., Iotchkova, V, Jackson, A.U. (Anne), Cleal, L., Huffmann, J., Min, J. (Josine), Sass, L., Timmers, P, Al Turki, S., Anderson, CA, Anney, R. (Richard), Antony, D, Soler Artigas, M. (Maria), Ayub, M, Bala, S, Barrett, JC, Barroso, I.E. (Inês), Beales, P., Bentham, J, Bhattacharya, S. (Shoumo), Birney, E. (Ewan), Blackwood, D, Bobrow, M, Bochukova, E, Bolton, PF, Bounds, R, Boustred, C, Breen, G. (Gerome), Calissano, M, Carss, K, Charlton, R, Chatterjee, K. (Krishna), Chen, L. (Leslie), Ciampi, A. (Antonio), Cirak, S, Clapham, P, Clement, G, Coates, G, Cocca, M, Collier, D.A. (David), Cosgrove, C, Cox, T. (Tessa), Craddock, N.J. (Nick), Crooks, L, Curran, S, Curtis, D. (David), Daly, A, Danecek, P, Day, I.N.M. (Ian), Day-Williams, A, Dominiczak, A. (Anna), Down, T, Li, Y. (Yingrui), Dunham, D.M. (David), Durbin, R, Edkins, T. (Ted), Ekong, R. (Rosemary), Ellis, P. (Paul), Evans, D.M. (David), Farooqi, I.S. (Sadaf), Fitzpatrick, D.R. (David), Flicek, P, Floyd, J. (Jamie), Foley, AR, Franklin, C.S. (Christopher), Futema, M, Gallagher, L. (Louise), Gaunt, T.R. (Tom), Geihs, M, Geschwind, D., Greenwood, J.P. (John), Griffin, H, Grozeva, D. (Detelina), Guo, X.S., Guo, X. (Xiuqing), Gurling, H. (Hugh), Hart, D.J. (Deborah), Hendricks, AE, Holmans, P.A. (Peter), Howie, B, Huang, J. (Jian), Huang, L.R., Hubbard, T., Humphries, S.E. (Steve), Hurles, M.E. (Matthew), Hysi, P.G. (Pirro), Jackson, DK, Jamshidi, Y. (Yalda), Joyce, C, Karczewski, KJ, Kaye, J. (Jane), Keane, T, Kemp, J.P., Kennedy, K. (Karen), Kent, A. (Alistair), Keogh, J, Khawaja, F, van Kogelenberg, M., Kolb-Kokocinski, A, Lachance, G, Langford, C. (Cordelia), Lawson, D, Lee, I. van der, Lek, M, Li, R. (Rui), Li, Y.R. (Yun), Liang, J.Q., Lin, H., Liu, R, Lonnqvist, J, Lopes, LR, Lopes, M., MacArthur, DG, Mangino, M. (Massimo), Marchini, J. (Jonathan), Marenne, G., Maslen, J., Mathieson, I. (Iain), McCarthy, S. (Sean), Mcguffin, P. (Peter), Mcintosh, A.M. (Andrew), McKechanie, AG, McQuillin, A. (Andrew), Memari, Y, Metrustry, S. (Sarah), Migone, N, Mitchison, H.M. (Hannah), Moayyeri, A. (Alireza), Morris, A.D. (Andrew), Morris, J, Muddyman, D, Muntoni, F., Northstone, K. (Kate), O'Donovan, M. (Michael), O'Rahilly, S. (Stephen), Onoufriadis, A, Oualkacha, K., Owen, M.J., Palotie, A. (Aarno), Panoutsopoulou, K, Parker, V., Parr, D., Paternoster, L. (Lavinia), Paunio, T, Payne, F. (Felicity), Payne, SJ, Perry, J.B. (John), Pietiläinen, O.P.H. (Olli), Plagnol, V, Pollitt, RC, Porteous, D.J. (David J.), Povey, S. (Sue), Quail, MA, Quaye, L. (Lydia), Raymond, FL, Rehnström, K. (Karola), Richards, J.B. (Brent), Ridout, CK, Ring, S.M. (Susan), Ritchie, GRS, Roberts, N. (Nicola), Robinson, RL, Savage, D.B. (David), Scambler, P., Schiffels, S, Schmidts, M, Schoenmakers, N. (Nadia), Scott, RH, Semple, R.K. (Robert), Serra, E, Sharp, S.I., Shaw, A. (Alison), Shihab, HA, Shin, S.-Y., Skuse, D, Small, K.S. (Kerrin), Smee, C, Smith, B.H. (Blair), Soranzo, N. (Nicole), Southam, L. (Lorraine), Spasic-Boskovic, O, Spector, T.D. (Timothy), St. Clair, D. (David), Stalker, J, Stevens, E, Sun, J.P., Surdulescu, G, Suvisaari, J. (Jaana), Syrris, P, R. Taylor (Rohan), Tian, J., Tobin, M.D. (Martin), Valdes, A.M. (Ana Maria), Vandersteen, AM, Vijayarangakannan, P, Visscher, P.M. (Peter), Wain, L.V. (Louise), Walters, JTR, Wang, G. B., Wang, J. (Jinxia), Wang, Y. (Ying), Ward, K, Wheeler, E. (Eleanor), Whyte, T, Williams, HJ, Williamson, K.A., Wilson, C, Wilson, S.G. (Scott), Wong, K. (Kenny), Xu, CJ, Yang, J. (Jian), Zhang, F. (Feng), Zhang, P.B., Zheng, H.-F. (Hou-Feng), Smith, A.V. (Davey), Fisher, SE, Wilson, J.F. (James F), Cole, T.J. (T.), Fernandez-Orth, D., Bønnelykke, K. (Klaus), Bisgaard, H. (Hans), Pennell, C.E. (Craig), Jaddoe, V.W.V. (Vincent), Dedoussis, G, Timpson, N.J. (Nicholas), Zeggini, E. (Eleftheria), Vitart, V. (Veronique), Pourcain, B.S. (Beate), Haworth, S., Shapland, C.Y., Hayward, C. (Caroline), Prins, B.P. (Bram), Felix, J.F. (Janine), Medina-Gomez, M.C. (Carolina), Rivadeneira Ramirez, F. (Fernando), Wang, C., Ahluwalia, TS, Vrijheid, M. (Martine), Guxens Junyent, M. (Mònica), Sunyer, J. (Jordi), Tachmazidou, I, Walter, K., Iotchkova, V, Jackson, A.U. (Anne), Cleal, L., Huffmann, J., Min, J. (Josine), Sass, L., Timmers, P, Al Turki, S., Anderson, CA, Anney, R. (Richard), Antony, D, Soler Artigas, M. (Maria), Ayub, M, Bala, S, Barrett, JC, Barroso, I.E. (Inês), Beales, P., Bentham, J, Bhattacharya, S. (Shoumo), Birney, E. (Ewan), Blackwood, D, Bobrow, M, Bochukova, E, Bolton, PF, Bounds, R, Boustred, C, Breen, G. (Gerome), Calissano, M, Carss, K, Charlton, R, Chatterjee, K. (Krishna), Chen, L. (Leslie), Ciampi, A. (Antonio), Cirak, S, Clapham, P, Clement, G, Coates, G, Cocca, M, Collier, D.A. (David), Cosgrove, C, Cox, T. (Tessa), Craddock, N.J. (Nick), Crooks, L, Curran, S, Curtis, D. (David), Daly, A, Danecek, P, Day, I.N.M. (Ian), Day-Williams, A, Dominiczak, A. (Anna), Down, T, Li, Y. (Yingrui), Dunham, D.M. (David), Durbin, R, Edkins, T. (Ted), Ekong, R. (Rosemary), Ellis, P. (Paul), Evans, D.M. (David), Farooqi, I.S. (Sadaf), Fitzpatrick, D.R. (David), Flicek, P, Floyd, J. (Jamie), Foley, AR, Franklin, C.S. (Christopher), Futema, M, Gallagher, L. (Louise), Gaunt, T.R. (Tom), Geihs, M, Geschwind, D., Greenwood, J.P. (John), Griffin, H, Grozeva, D. (Detelina), Guo, X.S., Guo, X. (Xiuqing), Gurling, H. (Hugh), Hart, D.J. (Deborah), Hendricks, AE, Holmans, P.A. (Peter), Howie, B, Huang, J. (Jian), Huang, L.R., Hubbard, T., Humphries, S.E. (Steve), Hurles, M.E. (Matthew), Hysi, P.G. (Pirro), Jackson, DK, Jamshidi, Y. (Yalda), Joyce, C, Karczewski, KJ, Kaye, J. (Jane), Keane, T, Kemp, J.P., Kennedy, K. (Karen), Kent, A. (Alistair), Keogh, J, Khawaja, F, van Kogelenberg, M., Kolb-Kokocinski, A, Lachance, G, Langford, C. (Cordelia), Lawson, D, Lee, I. van der, Lek, M, Li, R. (Rui), Li, Y.R. (Yun), Liang, J.Q., Lin, H., Liu, R, Lonnqvist, J, Lopes, LR, Lopes, M., MacArthur, DG, Mangino, M. (Massimo), Marchini, J. (Jonathan), Marenne, G., Maslen, J., Mathieson, I. (Iain), McCarthy, S. (Sean), Mcguffin, P. (Peter), Mcintosh, A.M. (Andrew), McKechanie, AG, McQuillin, A. (Andrew), Memari, Y, Metrustry, S. (Sarah), Migone, N, Mitchison, H.M. (Hannah), Moayyeri, A. (Alireza), Morris, A.D. (Andrew), Morris, J, Muddyman, D, Muntoni, F., Northstone, K. (Kate), O'Donovan, M. (Michael), O'Rahilly, S. (Stephen), Onoufriadis, A, Oualkacha, K., Owen, M.J., Palotie, A. (Aarno), Panoutsopoulou, K, Parker, V., Parr, D., Paternoster, L. (Lavinia), Paunio, T, Payne, F. (Felicity), Payne, SJ, Perry, J.B. (John), Pietiläinen, O.P.H. (Olli), Plagnol, V, Pollitt, RC, Porteous, D.J. (David J.), Povey, S. (Sue), Quail, MA, Quaye, L. (Lydia), Raymond, FL, Rehnström, K. (Karola), Richards, J.B. (Brent), Ridout, CK, Ring, S.M. (Susan), Ritchie, GRS, Roberts, N. (Nicola), Robinson, RL, Savage, D.B. (David), Scambler, P., Schiffels, S, Schmidts, M, Schoenmakers, N. (Nadia), Scott, RH, Semple, R.K. (Robert), Serra, E, Sharp, S.I., Shaw, A. (Alison), Shihab, HA, Shin, S.-Y., Skuse, D, Small, K.S. (Kerrin), Smee, C, Smith, B.H. (Blair), Soranzo, N. (Nicole), Southam, L. (Lorraine), Spasic-Boskovic, O, Spector, T.D. (Timothy), St. Clair, D. (David), Stalker, J, Stevens, E, Sun, J.P., Surdulescu, G, Suvisaari, J. (Jaana), Syrris, P, R. Taylor (Rohan), Tian, J., Tobin, M.D. (Martin), Valdes, A.M. (Ana Maria), Vandersteen, AM, Vijayarangakannan, P, Visscher, P.M. (Peter), Wain, L.V. (Louise), Walters, JTR, Wang, G. B., Wang, J. (Jinxia), Wang, Y. (Ying), Ward, K, Wheeler, E. (Eleanor), Whyte, T, Williams, HJ, Williamson, K.A., Wilson, C, Wilson, S.G. (Scott), Wong, K. (Kenny), Xu, CJ, Yang, J. (Jian), Zhang, F. (Feng), Zhang, P.B., Zheng, H.-F. (Hou-Feng), Smith, A.V. (Davey), Fisher, SE, Wilson, J.F. (James F), Cole, T.J. (T.), Fernandez-Orth, D., Bønnelykke, K. (Klaus), Bisgaard, H. (Hans), Pennell, C.E. (Craig), Jaddoe, V.W.V. (Vincent), Dedoussis, G, Timpson, N.J. (Nicholas), Zeggini, E. (Eleftheria), Vitart, V. (Veronique), and Pourcain, B.S. (Beate)
Abstract: Cranial growth and development is a complex process which affects the closely related traits of head circumference (HC) and intracranial volume (ICV). The underlying genetic influences shaping these traits during the transition from childhood to adulthood are little understood, but might include both age-specific genetic factors and low-frequency genetic variation. Here, we model the developmental genetic architecture of HC, showing this is genetically stable and correlated with genetic determinants of ICV. Investigating up to 46,000 children and adults of European descent, we identify association with final HC and/or final ICV + HC at 9 novel common and low-frequency loci, illustrating that genetic variation from a wide allele frequency spectrum contributes to cranial growth. The largest effects are reported for lowfrequency variants within TP53, with 0.5 cm wider heads in increaser-allele carriers versus non-carrie
Published: 2019
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8. Genomic locus modulating corneal thickness in the mouse identifies POU6F2 as a potential risk of developing glaucoma

Author: King, R. (Richard), Struebing, F.L., Li, Y. (Yuwen), Wang, J., Koch, A.A., Bailey, JNC, Gharahkhani, P, Macgregor, S., Allingham, R.R. (R Rand), Hauser, M.A. (Michael), Wiggs, J.L. (Janey), Geisert, E.E., Allingham, R., Brilliant, M., Budenz, D., Bailey, J.C., Fingert, J., Gaasterland, D., Gaasterland, T., Haines, J.L. (Jonathan), Hark, L., Hauser, M., Igo, R., Kang, J.H. (Jae), Kraft, P. (Peter), Lee, R. (R.) van der, Lichter, P. (Peter), Liu, Y. (Yu), Moroi, S., Pasquale, L.R. (Louis), Pericak-Vance, M.A. (Margaret), Realini, A., Rhee, D., Richards, J. (John), Ritch, R., Schuman, J., Scott, W.K. (William), Singh, K, Sit, A., Vollrath, D., Weinreb, RN, Wollstein, G., Zack, D., Aung, T. (Tin), Burdon, K.P. (Kathryn), Cheng, C-Y. (Ching-Yu), Bailey, J.N.C., Craig, J.E. (Jamie), Cree, A.J. (Angela), Hammond, C.J. (Christopher), Hewit, A.W. (Alex), Höhn, R., Hysi, P.G. (Pirro), Gonzalez, A.I., Jonas, J., Khawaja, A, Khor, C.C., Klaver, C.C.W. (Caroline), Pasutto, F. (Francesca), Mackey, D., Mitchell, P. (Paul), Mishra, A. (Aniket), Pang, C., Springelkamp, H. (Henriët), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Duijn, C.M., Viswanathan, A. (Anand), Vitart, V. (Veronique), Wojciechowski, R. (Robert), Wong, T., Young, T.L. (Terri), Zeller, T. (Tanja), King, R. (Richard), Struebing, F.L., Li, Y. (Yuwen), Wang, J., Koch, A.A., Bailey, JNC, Gharahkhani, P, Macgregor, S., Allingham, R.R. (R Rand), Hauser, M.A. (Michael), Wiggs, J.L. (Janey), Geisert, E.E., Allingham, R., Brilliant, M., Budenz, D., Bailey, J.C., Fingert, J., Gaasterland, D., Gaasterland, T., Haines, J.L. (Jonathan), Hark, L., Hauser, M., Igo, R., Kang, J.H. (Jae), Kraft, P. (Peter), Lee, R. (R.) van der, Lichter, P. (Peter), Liu, Y. (Yu), Moroi, S., Pasquale, L.R. (Louis), Pericak-Vance, M.A. (Margaret), Realini, A., Rhee, D., Richards, J. (John), Ritch, R., Schuman, J., Scott, W.K. (William), Singh, K, Sit, A., Vollrath, D., Weinreb, RN, Wollstein, G., Zack, D., Aung, T. (Tin), Burdon, K.P. (Kathryn), Cheng, C-Y. (Ching-Yu), Bailey, J.N.C., Craig, J.E. (Jamie), Cree, A.J. (Angela), Hammond, C.J. (Christopher), Hewit, A.W. (Alex), Höhn, R., Hysi, P.G. (Pirro), Gonzalez, A.I., Jonas, J., Khawaja, A, Khor, C.C., Klaver, C.C.W. (Caroline), Pasutto, F. (Francesca), Mackey, D., Mitchell, P. (Paul), Mishra, A. (Aniket), Pang, C., Springelkamp, H. (Henriët), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Duijn, C.M., Viswanathan, A. (Anand), Vitart, V. (Veronique), Wojciechowski, R. (Robert), Wong, T., Young, T.L. (Terri), and Zeller, T. (Tanja)
Abstract: Central corneal thickness (CCT) is one of the most heritable ocular traits and it is also a phenotypic risk factor for primary open angle glaucoma (POAG). The present study uses the BXD Recombinant Inbred (RI) strains to identify novel quantitative trait loci (QTLs) modulating CCT in the mouse with the potential of identifying a molecular link between CCT and risk of developing POAG. The BXD RI strain set was used to define mammalian genomic loci modulating CCT, with a total of 818 corneas measured from 61 BXD RI strains (between 60–100 days of age). The mice were anesthetized and the eyes were positioned in front of the lens of the Phoenix Micron IV Image-Guided OCT system or the Bioptigen OCT system. CCT data for each strain was averaged and used to QTLs modulating this phenotype using the bioinformatics tools on GeneNetwork (www.genenetwork.org). The candidate genes and genomic loci identified in the mouse were then directly compared with the summary data from a human POAG genome wide association study (NEIGHBORHOOD) to determine if any genomic elements modulating mouse CCT are also risk factors for POAG.This analysis revealed one significant QTL on Chr 13 and a suggestive QTL on Chr 7. The significant locus on Chr 13 (13 to 19 Mb) was examined further to define candidate genes modulating this eye phenotype. For the Chr 13 QTL in the mouse, only one gene in the region (Pou6f2) contained nonsynonymous SNPs. Of these five nonsynonymous SNPs in Pou6f2, two resulted in changes in the amino acid proline which could result in altered secondary structure affecting protein function. The 7 Mb region under the mouse Chr 13 peak distributes over 2 chromosomes in the human: Chr 1 and Chr 7. These genomic loci were examined in the NEIGHBORHOOD database to determine if they are potential risk factors for human glaucoma identified using meta-data from human GWAS. The top 50 hits all resided within one gene (POU6F2), with the highest significance level of p = 10−6 for SNP rs7631
Published: 2018
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9. Genome-wide association study of primary open-angle glaucoma in continental and admixed African populations

Author: Bonnemaijer, P.W.M. (Pieter), Iglesias, A.I. (Adriana I.), Nadkarni, G.N. (Girish N.), Sanyiwa, A.J. (Anna J.), Hassan, H.G. (Hassan G.), Cook, C. (Colin), Simcoe, M. (Mark), Taylor, K.D. (Kent), Schurmann, C. (Claudia), Belbin, G.M. (Gillian M.), Kenny, E.E. (Eimear E.), Bottinger, E.P. (Erwin P.), van de Laar, S. (Suzanne), Wiliams, S.E.I. (Susan E. I.), Akafo, S.K. (Stephen K.), Ashaye, A.O. (Adeyinka O.), Zangwill, L.M. (Linda), Girkin, C.A. (Christopher A.), Ng, M.C.Y. (Maggie C.Y.), Rotter, J.I. (Jerome I.), Weinreb, R.N. (Robert N.), Li, Z. (Zheng), Allingham, R.R. (R Rand), Nag, A. (Abhishek), Hysi, P.G. (Pirro G.), Meester-Smoor, M.A. (Magda), Wiggs, J.L. (Janey L.), Hauser, M.A. (Michael A.), Hammond, C.J. (Christopher J.), Lemij, H.G. (Hans G.), Loos, R.J.F. (Ruth), Duijn, C.M. (Cornelia) van, Thiadens, A.A.H.J. (Alberta), Klaver, C.C.W. (Caroline), Bonnemaijer, P.W.M. (Pieter), Iglesias, A.I. (Adriana I.), Nadkarni, G.N. (Girish N.), Sanyiwa, A.J. (Anna J.), Hassan, H.G. (Hassan G.), Cook, C. (Colin), Simcoe, M. (Mark), Taylor, K.D. (Kent), Schurmann, C. (Claudia), Belbin, G.M. (Gillian M.), Kenny, E.E. (Eimear E.), Bottinger, E.P. (Erwin P.), van de Laar, S. (Suzanne), Wiliams, S.E.I. (Susan E. I.), Akafo, S.K. (Stephen K.), Ashaye, A.O. (Adeyinka O.), Zangwill, L.M. (Linda), Girkin, C.A. (Christopher A.), Ng, M.C.Y. (Maggie C.Y.), Rotter, J.I. (Jerome I.), Weinreb, R.N. (Robert N.), Li, Z. (Zheng), Allingham, R.R. (R Rand), Nag, A. (Abhishek), Hysi, P.G. (Pirro G.), Meester-Smoor, M.A. (Magda), Wiggs, J.L. (Janey L.), Hauser, M.A. (Michael A.), Hammond, C.J. (Christopher J.), Lemij, H.G. (Hans G.), Loos, R.J.F. (Ruth), Duijn, C.M. (Cornelia) van, Thiadens, A.A.H.J. (Alberta), and Klaver, C.C.W. (Caroline)
Abstract: Primary open angle glaucoma (POAG) is a complex disease with a major genetic contribution. Its prevalence varies greatly among ethnic groups, and is up to five times more frequent in black African populations compared to Europeans. So far, worldwide efforts to elucidate the genetic complexity of POAG in African populations has been limited. We conducted a genome-wide association study in 1113 POAG cases and 1826 controls from Tanzanian, South African and African American study samples. Apart from confirming evidence of association at TXNRD2 (rs16984299; OR[T] 1.20; P = 0.003), we found that a genetic risk score combining the effects of the 15 previously reported POAG loci was significantly associated with POAG in our samples (OR 1.56; 95% CI 1.26–1.93; P = 4.79 × 10−5). By genome-wide association testing we identified a novel candidate locus, rs141186647, harboring EXOC4 (OR[A] 0.48; P = 3.75 × 10−8), a gene transcribing a component of the exocyst complex involved in vesicle transport. The low frequency and high degree of genetic heterogeneity at this region hampered validation of this finding in predominantly West-African replication sets. Our results suggest that established genetic risk factors play a role in African POAG, however, they do not explain the higher disease load. The high heterogeneity within Africans remains a challenge to identify the genetic commonalities for POAG in this ethnicity, and demands studies of extremely large size.
Published: 2018
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10. Genome-wide association study identifies nine novel loci for 2D:4D finger ratio, a putative retrospective biomarker of testosterone exposure in utero

Author: Warrington, N.M. (Nicole M.), Shevroja, E. (Enisa), Hemani, G., Hysi, P.G. (Pirro), Jiang, Y. (Yunxuan), Auton, A. (Adam), Boer, C.G. (Cindy), Mangino, M. (Massimo), Wang, C.A. (Carol A.), Kemp, J.P. (John), Mcmahon, G. (George), Medina-Gomez, M.C. (Carolina), Hickey, M. (Martha), Trajanoska, K. (Katerina), Wolke, D. (Dieter), Ikram, M.A. (Arfan), Montgomery, G.W. (Grant W.), Felix, J.F. (Janine F.), Wright, M.J. (Margaret J.), Mackey, D.A. (David), Jaddoe, V.W.V. (Vincent), Martin, N.G. (Nicholas), Tung, J.Y. (Joyce Y.), Smith, G.D. (George Davey), Pennell, C.E. (Craig), Spector, T.D. (Timothy), Meurs, J.B.J. (Joyce) van, Rivadeneira, F. (Fernando), Medland, S.E. (Sarah), Evans, D.M. (David M.), The 23and Me Research Team, (), Warrington, N.M. (Nicole M.), Shevroja, E. (Enisa), Hemani, G., Hysi, P.G. (Pirro), Jiang, Y. (Yunxuan), Auton, A. (Adam), Boer, C.G. (Cindy), Mangino, M. (Massimo), Wang, C.A. (Carol A.), Kemp, J.P. (John), Mcmahon, G. (George), Medina-Gomez, M.C. (Carolina), Hickey, M. (Martha), Trajanoska, K. (Katerina), Wolke, D. (Dieter), Ikram, M.A. (Arfan), Montgomery, G.W. (Grant W.), Felix, J.F. (Janine F.), Wright, M.J. (Margaret J.), Mackey, D.A. (David), Jaddoe, V.W.V. (Vincent), Martin, N.G. (Nicholas), Tung, J.Y. (Joyce Y.), Smith, G.D. (George Davey), Pennell, C.E. (Craig), Spector, T.D. (Timothy), Meurs, J.B.J. (Joyce) van, Rivadeneira, F. (Fernando), Medland, S.E. (Sarah), Evans, D.M. (David M.), and The 23and Me Research Team, ()
Abstract: The ratio of the length of the index finger to that of the ring finger (2D:4D) is sexually dimorphic and is commonly used as a non-invasive biomarker of prenatal androgen exposure. Most association studies of 2D:4D ratio with a diverse range of sexspecific traits have typically involved small sample sizes and have been difficult to replicate, raising questions around the utility and precise meaning of the measure. In the largest genome-wide association meta-analysis of 2D:4D ratio to date (N=15 661, with replication N=75 821), we identified 11 loci (9 novel) explaining 3.8% of the variance in mean 2D:4D ratio. We also found weak evidence for association (b=0.06; P=0.02) between 2D:4D ratio and sensitivity to testosterone [length of the CAG microsatellite repeat in the androgen receptor (AR) gene] in females only. Furthermore, genetic variants associated with (adult) testosterone levels and/or sex hormone-binding globulin were not associated with 2D:4D ratio in our sample. Although we were unable to find strong evidence from our genetic study to support the hypothesis that 2D:4D ratio is a direct biomarker of prenatal exposure to androgens in healthy individuals, our findings do not explicitly exclude this possibility, and pathways involving testosterone may become apparent as the size of the discovery sample increases further. Our findings provide new insight into the underlying biology shaping 2D:4D variation in the general population.
Published: 2018
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11. Ensemble landmarking of 3D facial surface scans

Author: Jong, M.A. (Markus) de, Hysi, P.G. (Pirro), Spector, T.D. (Timothy), Niessen, W.J. (Wiro), Koudstaal, M.J. (Maarten), Wolvius, E.B. (Eppo), Kayser, M.H. (Manfred), Böhringer, S. (Stefan), Jong, M.A. (Markus) de, Hysi, P.G. (Pirro), Spector, T.D. (Timothy), Niessen, W.J. (Wiro), Koudstaal, M.J. (Maarten), Wolvius, E.B. (Eppo), Kayser, M.H. (Manfred), and Böhringer, S. (Stefan)
Abstract: Landmarking of 3D facial surface scans is an important analysis step in medical and biological applications, such as genome-wide association studies (GWAS). Manual landmarking is often employed with considerable cost and rater dependent variability. Landmarking automatically with minimal training is therefore desirable. We apply statistical ensemble methods to improve automated landmarking of 3D facial surface scans. Base landmarking algorithms using features derived from 3D surface scans are combined using either bagging or stacking. A focus is on low training complexity of maximal 40 training samples with template based landmarking algorithms that have proved successful in such applications. Additionally, we use correlations between landmark coordinates by introducing a search strategy guided by principal components (PCs) of training landmarks.
Published: 2018
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12. Genome-wide association study in 176,678 Europeans reveals genetic loci for tanning response to sun exposure

Author: Visconti, A. (Alessia), Duffy, D.L. (David), Liu, F. (Fan), Zhu, G. (Gu), Wu, W. (Wenting), Yan, C. (Chen), Hysi, P.G. (Pirro), Zeng, C. (Changqing), Sanna, M. (Marianna), Iles, M.M. (Mark M.), Kanetsky, P.P. (Peter P.), Demenais, F. (Florence), Hamer, M.A. (Merel), Uitterlinden, A.G. (André), Ikram, M.A. (Arfan), Nijsten, T.E.C. (Tamar), Martin, N.G. (Nicholas), Kayser, M.H. (Manfred), Spector, T.D. (Timothy), Han, J. (Jiali), Bataille, V. (Veronique), Falchi, M. (Mario), Visconti, A. (Alessia), Duffy, D.L. (David), Liu, F. (Fan), Zhu, G. (Gu), Wu, W. (Wenting), Yan, C. (Chen), Hysi, P.G. (Pirro), Zeng, C. (Changqing), Sanna, M. (Marianna), Iles, M.M. (Mark M.), Kanetsky, P.P. (Peter P.), Demenais, F. (Florence), Hamer, M.A. (Merel), Uitterlinden, A.G. (André), Ikram, M.A. (Arfan), Nijsten, T.E.C. (Tamar), Martin, N.G. (Nicholas), Kayser, M.H. (Manfred), Spector, T.D. (Timothy), Han, J. (Jiali), Bataille, V. (Veronique), and Falchi, M. (Mario)
Abstract: The skin's tendency to sunburn rather than tan is a major risk factor for skin cancer. Here we report a large genome-wide association study of ease of skin tanning in 176,678 subjects of European ancestry. We identify significant associat
Published: 2018
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13. Meta-analysis of genome-wide association studies identifies 8 novel loci involved in shape variation of human head hair

Author: Liu, F. (Fan), Chen, Y. (Yan), Zhu, G. (Gu), Hysi, P.G. (Pirro), Wu, S. (Sijie), Adhikari, K. (Kaustubh), Breslin, K. (Krystal), Pośpiech, E. (Ewelina), Hamer, M.A. (Merel), Peng, F. (Fuduan), Muralidharan, C. (Charanya), Acuna-Alonzo, V. (Victor), Canizales-Quinteros, S. (Samuel), Bedoya, E.G. (Elsie), Gallo, C. (Carla), Poletti, G. (Giovanni), Rothhammer, F. (Francisco), Bortolini, M.C. (Maria Catira), Gonzalez-Jose, R. (Rolando), Zeng, C. (Changqing), Xu, S. (Shuhua), Jin, L. (Li), Uitterlinden, A.G. (André), Ikram, M.A. (Arfan), Duijn, C.M. (Cornelia) van, Nijsten, T.E.C. (Tamar), Walsh, S. (Susan), Branicki, W. (Wojciech), Wang, S. (Sijia), Ruiz-Linares, A. (Andres), Spector, T.D. (Timothy), Martin, N.G. (Nicholas G.), Medland, S.E. (Sarah), Kayser, M.H. (Manfred), Liu, F. (Fan), Chen, Y. (Yan), Zhu, G. (Gu), Hysi, P.G. (Pirro), Wu, S. (Sijie), Adhikari, K. (Kaustubh), Breslin, K. (Krystal), Pośpiech, E. (Ewelina), Hamer, M.A. (Merel), Peng, F. (Fuduan), Muralidharan, C. (Charanya), Acuna-Alonzo, V. (Victor), Canizales-Quinteros, S. (Samuel), Bedoya, E.G. (Elsie), Gallo, C. (Carla), Poletti, G. (Giovanni), Rothhammer, F. (Francisco), Bortolini, M.C. (Maria Catira), Gonzalez-Jose, R. (Rolando), Zeng, C. (Changqing), Xu, S. (Shuhua), Jin, L. (Li), Uitterlinden, A.G. (André), Ikram, M.A. (Arfan), Duijn, C.M. (Cornelia) van, Nijsten, T.E.C. (Tamar), Walsh, S. (Susan), Branicki, W. (Wojciech), Wang, S. (Sijia), Ruiz-Linares, A. (Andres), Spector, T.D. (Timothy), Martin, N.G. (Nicholas G.), Medland, S.E. (Sarah), and Kayser, M.H. (Manfred)
Abstract: Shape variation of human head hair shows striking variation within and between human populations, while its genetic basis is far from being understood. We performed a series of genome-wide association studies (GWASs) and replication studies in a total of 28 964 subjects from 9 cohorts from multiple geographic origins. A meta-analysis of three European GWASs identified 8 novel loci (1p36.23 E
Published: 2018
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14. Cross-ancestry genome-wide association analysis of corneal thickness strengthens link between complex and Mendelian eye diseases

Author: Iglesias, A.I. (Adriana I.), Mishra, A. (Aniket), Vitart, V. (Veronique), Bykhovskaya, Y. (Yelena), Höhn, R. (René), Springelkamp, H. (Henriët), Cuellar-Partida, G. (Gabriel), Gharahkhani, P. (Puya), Bailey, J.N.C. (Jessica N. Cooke), Willoughby, C.E. (Colin E.), Li, X. (Xiaohui), Yazar, S. (Seyhan), Nag, A. (Abhishek), Khawaja, A.P. (Anthony), Polasek, O. (Ozren), Siscovick, D.S. (David), Mitchell, P. (Paul), Tham, Y.C. (Yih Chung), Haines, J.L. (Jonathan), Kearns, L.S. (Lisa S.), Hayward, C. (Caroline), Shi, Y. (Yuan), Van Leeuwen, E.M. (Elisabeth M.), Taylor, K.D. (Kent), Wang, J.J. (Jie Jin), Rochtchina, E. (Elena), Attia, J. (John), Scott, R. (Rodney), Holliday, E.G. (Elizabeth), Baird, P.N. (Paul), Xie, J. (Jing), Inouye, M. (Michael), Viswanathan, A. (Ananth), Sim, X. (Xueling), Bonnemaijer, P.W.M. (Pieter), Rotter, J.I. (Jerome I.), Martin, N.G. (Nicholas G.), Zeller, T. (Tanja), Mills, R.A. (Richard), Staffieri, S.E. (Sandra E.), Jonas, J.B. (Jost B.), Schmidtmann, I. (Irene), Boutin, T. (Thibaud), Kang, J.H. (Jae H.), Lucas, S.E.M. (Sionne E.M.), Wong, T.Y. (Tien Yin), Beutel, M.E. (Manfred E.), Wilson, J.F. (James F.), Allingham, R.R. (R Rand), Brilliant, M.H. (Murray H.), Budenz, D.L. (Donald L.), Christen, W.G. (William G.), Fingert, J. (John), Friedman, D.S. (David), Gaasterland, D. (Douglas), Gaasterland, T. (Terry), Hauser, M.A. (Michael), Kraft, P. (Peter), Lee, R.K. (Richard K.), Lichter, P.A. (Paul A.), Liu, Y. (Yutao), Loomis, S.J. (Stephanie J.), Moroi, S.E. (Sayoko), Pericak-Vance, M.A. (Margaret), Realini, A. (Anthony), Richards, J.E. (Julia E.), Schuman, J.S. (Joel S.), Scott, W.K. (William), Singh, K. (Kuldev), Sit, A.J. (Arthur J.), Vollrath, D. (Douglas), Weinreb, R.N. (Robert N.), Wollstein, G. (Gadi), Zack, D.J. (Donald), Zhang, K. (Kang), Donnelly, P. (Peter), Barroso, I.E. (Inês), Blackwell, J.M. (Jenefer M.), Bramon, E. (Elvira), Brown, M.A. (Matthew), Casas, J.P. (Juan), Corvin, A. (Aiden), Deloukas, P. (Panos), Duncanson, A. (Audrey), Jankowski, J. (Janusz), Markus, H.S. (Hugh), Mathew, J. (Joseph), Palmer, C.N.A. (Colin), Plomin, R. (Robert), Rautanen, A. (Anna), Sawcer, S.J. (Stephen), Trembath, R.C. (Richard), Wood, N.W. (Nicholas W.), Spencer, C.C.A. (Chris C.), Band, G. (Gavin), Bellenguez, C. (Céline), Freeman, C. (Colin), Hellenthal, F.A., Giannoulatou, E. (Eleni), Pirinen, M. (Matti), Pearson, R. (Ruth), Strange, A. (Amy), Su, Z. (Zhan), Vukcevic, D. (Damjan), Langford, C. (Cordelia), Hunt, S.E. (Sarah E.), Edkins, T. (Ted), Gwilliam, R. (Rhian), Blackburn, H. (Hannah), Bumpstead, S. (Suzannah), Dronov, S. (Serge), Gillman, M. (Matthew), Gray, E. (Emma), Hammond, N. (Naomi), Jayakumar, A. (Alagurevathi), McCann, O.T. (Owen), Liddle, J. (Jennifer), Potter, S.C. (Simon), Ravindrarajah, R. (Radhi), Ricketts, M. (Michelle), Waller, P. (Patrick), Weston, P. (Paul), Widaa, S. (Sara), Whittaker, P. (Pamela), Uitterlinden, A.G. (André), Vithana, E.N. (Eranga), Foster, P.J. (Paul), Hysi, P.G. (Pirro), Hewitt, A.W. (Alex W.), Khor, C.C., Pasquale, L.R. (Louis), Montgomery, G.W. (Grant W.), Klaver, C.C.W. (Caroline), Aung, T. (Tin), Pfeiffer, A.F.H. (Andreas), Mackey, D.A. (David), Hammond, C.J. (Christopher), Cheng, C.-Y. (Ching-Yu), Craig, J.E. (Jamie), Rabinowitz, Y.S. (Yaron), Wiggs, J.L. (Janey L.), Burdon, K.P. (Kathryn), Duijn, C.M. (Cornelia) van, MacGregor, S. (Stuart), Iglesias, A.I. (Adriana I.), Mishra, A. (Aniket), Vitart, V. (Veronique), Bykhovskaya, Y. (Yelena), Höhn, R. (René), Springelkamp, H. (Henriët), Cuellar-Partida, G. (Gabriel), Gharahkhani, P. (Puya), Bailey, J.N.C. (Jessica N. Cooke), Willoughby, C.E. (Colin E.), Li, X. (Xiaohui), Yazar, S. (Seyhan), Nag, A. (Abhishek), Khawaja, A.P. (Anthony), Polasek, O. (Ozren), Siscovick, D.S. (David), Mitchell, P. (Paul), Tham, Y.C. (Yih Chung), Haines, J.L. (Jonathan), Kearns, L.S. (Lisa S.), Hayward, C. (Caroline), Shi, Y. (Yuan), Van Leeuwen, E.M. (Elisabeth M.), Taylor, K.D. (Kent), Wang, J.J. (Jie Jin), Rochtchina, E. (Elena), Attia, J. (John), Scott, R. (Rodney), Holliday, E.G. (Elizabeth), Baird, P.N. (Paul), Xie, J. (Jing), Inouye, M. (Michael), Viswanathan, A. (Ananth), Sim, X. (Xueling), Bonnemaijer, P.W.M. (Pieter), Rotter, J.I. (Jerome I.), Martin, N.G. (Nicholas G.), Zeller, T. (Tanja), Mills, R.A. (Richard), Staffieri, S.E. (Sandra E.), Jonas, J.B. (Jost B.), Schmidtmann, I. (Irene), Boutin, T. (Thibaud), Kang, J.H. (Jae H.), Lucas, S.E.M. (Sionne E.M.), Wong, T.Y. (Tien Yin), Beutel, M.E. (Manfred E.), Wilson, J.F. (James F.), Allingham, R.R. (R Rand), Brilliant, M.H. (Murray H.), Budenz, D.L. (Donald L.), Christen, W.G. (William G.), Fingert, J. (John), Friedman, D.S. (David), Gaasterland, D. (Douglas), Gaasterland, T. (Terry), Hauser, M.A. (Michael), Kraft, P. (Peter), Lee, R.K. (Richard K.), Lichter, P.A. (Paul A.), Liu, Y. (Yutao), Loomis, S.J. (Stephanie J.), Moroi, S.E. (Sayoko), Pericak-Vance, M.A. (Margaret), Realini, A. (Anthony), Richards, J.E. (Julia E.), Schuman, J.S. (Joel S.), Scott, W.K. (William), Singh, K. (Kuldev), Sit, A.J. (Arthur J.), Vollrath, D. (Douglas), Weinreb, R.N. (Robert N.), Wollstein, G. (Gadi), Zack, D.J. (Donald), Zhang, K. (Kang), Donnelly, P. (Peter), Barroso, I.E. (Inês), Blackwell, J.M. (Jenefer M.), Bramon, E. (Elvira), Brown, M.A. (Matthew), Casas, J.P. (Juan), Corvin, A. (Aiden), Deloukas, P. (Panos), Duncanson, A. (Audrey), Jankowski, J. (Janusz), Markus, H.S. (Hugh), Mathew, J. (Joseph), Palmer, C.N.A. (Colin), Plomin, R. (Robert), Rautanen, A. (Anna), Sawcer, S.J. (Stephen), Trembath, R.C. (Richard), Wood, N.W. (Nicholas W.), Spencer, C.C.A. (Chris C.), Band, G. (Gavin), Bellenguez, C. (Céline), Freeman, C. (Colin), Hellenthal, F.A., Giannoulatou, E. (Eleni), Pirinen, M. (Matti), Pearson, R. (Ruth), Strange, A. (Amy), Su, Z. (Zhan), Vukcevic, D. (Damjan), Langford, C. (Cordelia), Hunt, S.E. (Sarah E.), Edkins, T. (Ted), Gwilliam, R. (Rhian), Blackburn, H. (Hannah), Bumpstead, S. (Suzannah), Dronov, S. (Serge), Gillman, M. (Matthew), Gray, E. (Emma), Hammond, N. (Naomi), Jayakumar, A. (Alagurevathi), McCann, O.T. (Owen), Liddle, J. (Jennifer), Potter, S.C. (Simon), Ravindrarajah, R. (Radhi), Ricketts, M. (Michelle), Waller, P. (Patrick), Weston, P. (Paul), Widaa, S. (Sara), Whittaker, P. (Pamela), Uitterlinden, A.G. (André), Vithana, E.N. (Eranga), Foster, P.J. (Paul), Hysi, P.G. (Pirro), Hewitt, A.W. (Alex W.), Khor, C.C., Pasquale, L.R. (Louis), Montgomery, G.W. (Grant W.), Klaver, C.C.W. (Caroline), Aung, T. (Tin), Pfeiffer, A.F.H. (Andreas), Mackey, D.A. (David), Hammond, C.J. (Christopher), Cheng, C.-Y. (Ching-Yu), Craig, J.E. (Jamie), Rabinowitz, Y.S. (Yaron), Wiggs, J.L. (Janey L.), Burdon, K.P. (Kathryn), Duijn, C.M. (Cornelia) van, and MacGregor, S. (Stuart)
Abstract: Central corneal thickness (CCT) is a highly heritable trait associated with complex eye diseases such as keratoconus and glaucoma. We perform a genome-wide association meta-analysis of CCT and identify 19 novel regions. In addition to adding support for known connective tissue-related pathways, pathway analyses uncover previously unreported gene sets. Remarkably, >20% of the CCT-loci are near or within Mendelian disorder genes. These included FBN1, ADAMTS2 and TGFB2 which associate with connective tissue disorders (Marfan, Ehlers-Danlos and Loeys-Dietz syndromes), and the LUM-DCN-KERA gene complex involved in myopia, corneal dystrophies and cornea plana. Using index CCT-increasing variants, we find a significant inverse correlation in effect sizes between CCT and keratoconus (r =-0.62, P = 5.30 × 10-5) but not between CCT and primary open-angle glaucoma (r =-0.17, P = 0.2). Our findings provide evidence for shared genetic influences between CCT and keratoconus, and implicate candidate genes acting in collagen and extracellular matrix regulation.
Published: 2018
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15. Genetically low vitamin D concentrations and myopic refractive error: A Mendelian randomization study

Author: Cuellar-Partida, G. (Gabriel), Williams, K.M. (Katie M.), Yazar, S. (Seyhan), Guggenheim, J. (Jean), Hewitt, A.W. (Alex W.), Williams, C. (Cathy), JinWang, J. (Jie), Kho, P.-F. (Pik-Fang), Saw, S-M. (Seang-Mei), Cheng, C-Y. (Ching-Yu), YinWong, T. (Tien), Aung, T. (Tin), LYoung, T. (Terri), Tideman, J.W.L. (Willem), Jonas, J.B. (Jost B.), Mitchell, P. (Paul), Wojciechowski, R. (Robert), Stambolian, D.E. (Dwight), Hysi, P.G. (Pirro), Hammond, C.J. (Christopher), Mackey, D.A. (David), Lucas, R.M. (Robyn M.), MacGregor, S. (Stuart), Cuellar-Partida, G. (Gabriel), Williams, K.M. (Katie M.), Yazar, S. (Seyhan), Guggenheim, J. (Jean), Hewitt, A.W. (Alex W.), Williams, C. (Cathy), JinWang, J. (Jie), Kho, P.-F. (Pik-Fang), Saw, S-M. (Seang-Mei), Cheng, C-Y. (Ching-Yu), YinWong, T. (Tien), Aung, T. (Tin), LYoung, T. (Terri), Tideman, J.W.L. (Willem), Jonas, J.B. (Jost B.), Mitchell, P. (Paul), Wojciechowski, R. (Robert), Stambolian, D.E. (Dwight), Hysi, P.G. (Pirro), Hammond, C.J. (Christopher), Mackey, D.A. (David), Lucas, R.M. (Robyn M.), and MacGregor, S. (Stuart)
Abstract: Background: Myopia prevalence has increased in the past 20 years, with many studies linking the increase to reduced time spent outdoors. A number of recent observational studies have shown an inverse association between vitamin D [25(OH)D] serum levels and myopia. However, in such studies it is difficult to separate the effects of time outdoors and vitamin D levels. In this work we use Mendelian randomization (MR) to assess if genetically determined 25(OH)D levels contribute to the degree of myopia. Methods: We performed MR using results from a meta-analysis of refractive error (RE) genome-wide association study (GWAS) that included 37 382 and 8 376 adult participants of European and Asian ancestry, respectively, published by the Consortium for Refractive Error And Myopia (CREAM). We used single nucleotide polymorphisms (SNPs) in
Published: 2017
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16. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics.

Author: Springelkamp, H. (Henriët), Iglesias, A.I. (Adriana), Mishra, A. (Aniket), Höhn, R. (René), Wojciechowski, R. (Robert), Khawaja, A.P. (Anthony), Nag, A. (Abhishek), Wang, Y.X. (Ya Xing), Wang, J.J. (Jie Jin), Cuellar-Partida, G. (Gabriel), Gibson, J. (Jane), Cooke Bailey, J.N. (Jessica), Vithana, E.N. (Eranga), Gharahkhani, P. (Puya), Boutin, T. (Thibaud), Ramdas, W.D. (Wishal), Zeller, T. (Tanja), Luben, R.N. (Robert), Yonova-Doing, E. (Ekaterina), Viswanathan, A.C. (Ananth), Yazar, S. (Seyhan), Cree, A.J. (Angela), Haines, J.L. (Jonathan), Koh, J.Y. (Jia Yu), Souzeau, E. (Emmanuelle), Wilson, J.F. (James), Amin, N. (Najaf), Müller, C. (Christian), Venturini, C. (Cristina), Kearns, L.S. (Lisa), Hee Kang, J. (Jae), Consortium, N. (Neighborhood), Tham, Y.C. (Yih Chung), Zhou, T. (Tiger), van Leeuwen, E.M. (Elisabeth), Nickels, S. (Stefan), Sanfilippo, P. (Paul), Liao, J. (Jiemin), Linde, H.V. (Herma van der), Zhao, W. (Wanting), van Koolwijk, L.M. (Leonieke), Zheng, L. (Li), Rivadeneira, F. (Fernando), Baskaran, M. (Mani), van der Lee, S.J. (Sven), Perera, S. (Shamira), de Jong, P.T. (Paulus), Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Fan, Q. (Qiao), Hofman, A. (Albert), Shyong Tai, E. (E-), Vingerling, J.R. (Johannes), Sim, X. (Xueling), Wolfs, R.C. (Roger), Teo, Y.Y. (Yik Ying), Lemij, H.G. (Hans), Khor, C.C. (Chiea Chuen), Willemsen, R. (Rob), Lackner, K.J. (Karl), Aung, T. (Tin), Jansonius, N.M. (Nomdo), Montgomery, G. (Grant), Wild, P.S. (Philipp), Young, T.L. (Terri), Burdon, K.P. (Kathryn), Hysi, P.G. (Pirro), Pasquale, L.R. (Louis), Wong, T.Y. (Tien Yin), Klaver, C.C. (Caroline), Hewitt, A.W. (Alex), Jonas, J.B. (Jost), Mitchell, P. (Paul), Lotery, A.J. (Andrew), Foster, P.J. (Paul), Vitart, V. (Veronique), Pfeiffer, N. (Norbert), Craig, J.E. (Jamie), Mackey, D.A. (David), Hammond, C.J. (Christopher), Wiggs, J.L. (Janey), Cheng, C.Y. (Ching-Yu), van Duijn, C.M. (Cornelia), MacGregor, S. (Stuart), Springelkamp, H. (Henriët), Iglesias, A.I. (Adriana), Mishra, A. (Aniket), Höhn, R. (René), Wojciechowski, R. (Robert), Khawaja, A.P. (Anthony), Nag, A. (Abhishek), Wang, Y.X. (Ya Xing), Wang, J.J. (Jie Jin), Cuellar-Partida, G. (Gabriel), Gibson, J. (Jane), Cooke Bailey, J.N. (Jessica), Vithana, E.N. (Eranga), Gharahkhani, P. (Puya), Boutin, T. (Thibaud), Ramdas, W.D. (Wishal), Zeller, T. (Tanja), Luben, R.N. (Robert), Yonova-Doing, E. (Ekaterina), Viswanathan, A.C. (Ananth), Yazar, S. (Seyhan), Cree, A.J. (Angela), Haines, J.L. (Jonathan), Koh, J.Y. (Jia Yu), Souzeau, E. (Emmanuelle), Wilson, J.F. (James), Amin, N. (Najaf), Müller, C. (Christian), Venturini, C. (Cristina), Kearns, L.S. (Lisa), Hee Kang, J. (Jae), Consortium, N. (Neighborhood), Tham, Y.C. (Yih Chung), Zhou, T. (Tiger), van Leeuwen, E.M. (Elisabeth), Nickels, S. (Stefan), Sanfilippo, P. (Paul), Liao, J. (Jiemin), Linde, H.V. (Herma van der), Zhao, W. (Wanting), van Koolwijk, L.M. (Leonieke), Zheng, L. (Li), Rivadeneira, F. (Fernando), Baskaran, M. (Mani), van der Lee, S.J. (Sven), Perera, S. (Shamira), de Jong, P.T. (Paulus), Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Fan, Q. (Qiao), Hofman, A. (Albert), Shyong Tai, E. (E-), Vingerling, J.R. (Johannes), Sim, X. (Xueling), Wolfs, R.C. (Roger), Teo, Y.Y. (Yik Ying), Lemij, H.G. (Hans), Khor, C.C. (Chiea Chuen), Willemsen, R. (Rob), Lackner, K.J. (Karl), Aung, T. (Tin), Jansonius, N.M. (Nomdo), Montgomery, G. (Grant), Wild, P.S. (Philipp), Young, T.L. (Terri), Burdon, K.P. (Kathryn), Hysi, P.G. (Pirro), Pasquale, L.R. (Louis), Wong, T.Y. (Tien Yin), Klaver, C.C. (Caroline), Hewitt, A.W. (Alex), Jonas, J.B. (Jost), Mitchell, P. (Paul), Lotery, A.J. (Andrew), Foster, P.J. (Paul), Vitart, V. (Veronique), Pfeiffer, N. (Norbert), Craig, J.E. (Jamie), Mackey, D.A. (David), Hammond, C.J. (Christopher), Wiggs, J.L. (Janey), Cheng, C.Y. (Ching-Yu), van Duijn, C.M. (Cornelia), and MacGregor, S. (Stuart)
Abstract: Primary open-angle glaucoma (POAG), the most common optic neuropathy, is a heritable disease. Siblings of POAG cases have a ten-fold increase risk of developing the disease. Intraocular pressure (IOP) and optic nerve head characteristics are used clinically to predict POAG risk. We conducted a genome-wide association meta-analysis of IOP and optic disc parameters and validated our findings in multiple sets of POAG cases and controls. Using imputation to the 1000 genomes (1000G) reference set, we identified 9 new genomic regions associated with vertical cup disc ratio (VCDR) and 1 new region associated with IOP. Additionally, we found 5 novel loci for optic nerve cup area and 6 for disc area. Previously it was assumed that genetic variation influenced POAG either through IOP or via changes to the optic nerve head; here we present evidence that some genomic regions affect both IOP and the disc parameters. We characterized the effect of the novel loci through pathway analysis and found that pathways involved are not entirely distinct as assumed so far. Further, we identified a novel association between CDKN1A and POAG. Using a zebrafish model we show that six6b (associated with POAG and optic nerve head variation) alters the expression of cdkn1a In summary, we have identified several novel genes influencing the major clinical risk predictors of POAG and showed that genetic variation in CDKN1A is important in POAG risk.
Published: 2017
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17. Haplotype reference consortium panel: Practical implications of imputations with large reference panels

Author: Iglesias González, A.I. (Adriana), Lee, S.J. (Sven) van der, Bonnemaijer, P.W. (Pieter W.M.), Höhn, R. (René), Nag, A. (Abhishek), Gharahkhani, P. (Puya), Khawaja, A.P. (Anthony P.), Broer, L. (Linda), Foster, P.J. (Paul J.), Hammond, C.J. (Christopher J.), Hysi, P.G. (Pirro), Leeuwen, E.M. (Elisa) van, Macgregor, S. (Stuart), Mackey, D.A. (David), Mazur, J. (Johanna), Nickels, S. (Stefan), Uitterlinden, A.G. (André), Klaver, C.C.W. (Caroline), Amin, N. (Najaf), Duijn, C.M. (Cornelia) van, Iglesias González, A.I. (Adriana), Lee, S.J. (Sven) van der, Bonnemaijer, P.W. (Pieter W.M.), Höhn, R. (René), Nag, A. (Abhishek), Gharahkhani, P. (Puya), Khawaja, A.P. (Anthony P.), Broer, L. (Linda), Foster, P.J. (Paul J.), Hammond, C.J. (Christopher J.), Hysi, P.G. (Pirro), Leeuwen, E.M. (Elisa) van, Macgregor, S. (Stuart), Mackey, D.A. (David), Mazur, J. (Johanna), Nickels, S. (Stefan), Uitterlinden, A.G. (André), Klaver, C.C.W. (Caroline), Amin, N. (Najaf), and Duijn, C.M. (Cornelia) van
Abstract: Recently, the Haplotype Reference Consortium (HRC) released a large imputation panel that allows more accurate imputation of genetic variants. In this study, we compared a set of directly assayed common and rare variants from an exome array to imputed genotypes, that is, 1000 genomes project (1000GP) and HRC. We showed that imputation using the HRC panel improved the concordance between assayed and imputed genotypes at common, and especially, low-frequency variants. Furthermore, we performed a genome-wide association meta-analysis of vertical cup-disc ratio, a highly heritable endophenotype of glaucoma, in four cohorts using 1000GP and HRC imputations. We compared the results of the meta-analysis using 1000GP to the meta-analysis results using HRC. Overall, we found that using HRC imputation significantly improved P values (P = 3.07 × 10-61), particularly for suggestive variants. Both meta-analyses were performed in the same sample size, yet we found eight genome-wide significant loci in the HRC-based meta-analysis versus seven genome-wide significant loci in the 1000GP-based meta-analysis. This study provides supporting evidence of the new avenues for gene discovery and fine mapping that the HRC imputation panel offers.
Published: 2017
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18. Comparison of HapMap and 1000 genomes reference panels in a large-scale genome-wide association study

Author: Vries, P.S. (Paul) de, Sabater-Lleal, M. (Maria), Chasman, D.I. (Daniel), Trompet, S. (Stella), Ahluwalia, T.S. (Tarunveer Singh), Teumer, A. (Alexander), Kleber, M.E. (Marcus), Chen, M.-H. (Ming-Huei), Wang, J.J. (Jie Jin), Attia, J. (John), Marioni, R.E. (Riccardo), Steri, M. (Maristella), Weng, L.-C. (Lu-Chen), Pool, R. (Reńe), Grossmann, V. (Vera), Brody, J.A. (Jennifer A.), Venturini, C. (Cristina), Tanaka, T. (Toshiko), Rose, L.M. (Lynda), Oldmeadow, C. (Christopher), Mazur, J. (Johanna), Basu, S. (Saonli), Frånberg, M. (Mattias), Yang, Q. (Qiong), Ligthart, S. (Symen), Hottenga, J.J. (Jouke Jan), Rumley, A. (Ann), Mulas, A. (Antonella), Craen, A.J. (Anton) de, Grotevendt, A. (Anne), Taylor, K.D. (Kent D.), Delgado, G., Kifley, A. (Annette), Lopez, L.M. (Lorna), Berentzen, T.L. (Tina L.), Mangino, M. (Massimo), Bandinelli, S. (Stefania), Morrison, A.C. (Alanna C.), Hamsten, A. (Anders), Tofler, G.H. (Geoffrey), Maat, M.P.M. (Moniek) de, Draisma, G. (Gerrit), Lowe, G.D. (Gordon D.), Zoledziewska, M. (Magdalena), Sattar, N. (Naveed), Lackner, K.J. (Karl J.), Völker, U. (Uwe), McKnight, B. (Barbara), Huang, J. (Jian), Holliday, E.G. (Elizabeth), McEvoy, M.A. (Mark A.), Starr, J.M. (John), Hysi, P.G. (Pirro), Hernandez, D.G. (Dena), Guan, W. (Weihua), Rivadeneira Ramirez, F. (Fernando), McArdle, W.L. (Wendy), Slagboom, P.E. (Eline), Zeller, T. (Tanja), Psaty, B.M. (Bruce), Uitterlinden, A.G. (André), Geus, E.J.C. (Eco) de, Stott, D.J. (David J.), Binder, H. (Harald), Hofman, A. (Albert), Franco, O.H. (Oscar), Rotter, J.I. (Jerome I.), Ferrucci, L. (Luigi), Spector, T.D. (Tim D.), Deary, I.J. (Ian), März, W. (Winfried), Greinacher, A. (Andreas), Wild, P.S. (Philipp S.), Cucca, F. (Francesco), Boomsma, D.I. (Dorret), Watkins, H. (Hugh), Tang, W. (Weihong), Ridker, P.M. (Paul), Jukema, J.W., Scott, R.J. (Rodney J.), Mitchell, P. (Paul), Hansen, T. (T.), O'Donnell, C.J. (Christopher J.), Smith, N.L. (Nicholas L.), Strachan, D.P. (David P.), Dehghan, A. (Abbas), Vries, P.S. (Paul) de, Sabater-Lleal, M. (Maria), Chasman, D.I. (Daniel), Trompet, S. (Stella), Ahluwalia, T.S. (Tarunveer Singh), Teumer, A. (Alexander), Kleber, M.E. (Marcus), Chen, M.-H. (Ming-Huei), Wang, J.J. (Jie Jin), Attia, J. (John), Marioni, R.E. (Riccardo), Steri, M. (Maristella), Weng, L.-C. (Lu-Chen), Pool, R. (Reńe), Grossmann, V. (Vera), Brody, J.A. (Jennifer A.), Venturini, C. (Cristina), Tanaka, T. (Toshiko), Rose, L.M. (Lynda), Oldmeadow, C. (Christopher), Mazur, J. (Johanna), Basu, S. (Saonli), Frånberg, M. (Mattias), Yang, Q. (Qiong), Ligthart, S. (Symen), Hottenga, J.J. (Jouke Jan), Rumley, A. (Ann), Mulas, A. (Antonella), Craen, A.J. (Anton) de, Grotevendt, A. (Anne), Taylor, K.D. (Kent D.), Delgado, G., Kifley, A. (Annette), Lopez, L.M. (Lorna), Berentzen, T.L. (Tina L.), Mangino, M. (Massimo), Bandinelli, S. (Stefania), Morrison, A.C. (Alanna C.), Hamsten, A. (Anders), Tofler, G.H. (Geoffrey), Maat, M.P.M. (Moniek) de, Draisma, G. (Gerrit), Lowe, G.D. (Gordon D.), Zoledziewska, M. (Magdalena), Sattar, N. (Naveed), Lackner, K.J. (Karl J.), Völker, U. (Uwe), McKnight, B. (Barbara), Huang, J. (Jian), Holliday, E.G. (Elizabeth), McEvoy, M.A. (Mark A.), Starr, J.M. (John), Hysi, P.G. (Pirro), Hernandez, D.G. (Dena), Guan, W. (Weihua), Rivadeneira Ramirez, F. (Fernando), McArdle, W.L. (Wendy), Slagboom, P.E. (Eline), Zeller, T. (Tanja), Psaty, B.M. (Bruce), Uitterlinden, A.G. (André), Geus, E.J.C. (Eco) de, Stott, D.J. (David J.), Binder, H. (Harald), Hofman, A. (Albert), Franco, O.H. (Oscar), Rotter, J.I. (Jerome I.), Ferrucci, L. (Luigi), Spector, T.D. (Tim D.), Deary, I.J. (Ian), März, W. (Winfried), Greinacher, A. (Andreas), Wild, P.S. (Philipp S.), Cucca, F. (Francesco), Boomsma, D.I. (Dorret), Watkins, H. (Hugh), Tang, W. (Weihong), Ridker, P.M. (Paul), Jukema, J.W., Scott, R.J. (Rodney J.), Mitchell, P. (Paul), Hansen, T. (T.), O'Donnell, C.J. (Christopher J.), Smith, N.L. (Nicholas L.), Strachan, D.P. (David P.), and Dehghan, A. (Abbas)
Abstract: An increasing number of genome-wide association (GWA) studies are now using the higher resolution 1000 Genomes Project reference panel (1000G) for imputation, with the expectation that 1000G imputation will lead to the discovery of additional associated loci when compared to HapMap imputation. In order to assess the improvement of 1000G over HapMap imputation in identifying associated loci, we compared the results of GWA studies of circulating fibrinogen based on the two reference panels. Using both HapMap and 1000G imputation we performed a meta-analysis of 22 studies comprising the same 91,953 individuals. We identified six additional signals using 1000G imputation, while 29 loci were associated using both HapMap and 1000G imputation. One locus identified using HapMap imputation was not significant using 1000G imputation. The genome-wide significance threshold of 5×10-8 is based on the number of independent statistical tests using HapMap imputation, and 1000G imputation may lead to further independent tests that should be corrected for. When using a stricter Bonferroni correction for the 1000G GWA study (P-value < 2.5×10-8), the number of loci significant only using HapMap imputation increased to 4 while the number of loci significant only using 1000G decreased to 5. In conclusion, 1000G imputation enabled the identification of 20% more loci than HapMap imputation, although the advantage of 1000G imputation became less clear when a stricter Bonferroni correction was used. More generally, our results provide insights that are applicable to the implementation of other dense reference panels that are under development.
Published: 2017
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19. Systems genetics identifies a role for Cacna2d1 regulation in elevated intraocular pressure and glaucoma susceptibility

Author: Chintalapudi, S.R. (Sumana R.), Maria, D. (Doaa), Di Wang, X. (Xiang), Bailey, J.N.C. (Jessica N. Cooke), Allingham, R. (Rand), Brilliant, M.H. (Murray H.), Budenz, D.L. (Donald L.), Fingert, J. (John), Gaasterland, D. (Douglas), Gaasterland, T. (Terry), Haines, J.L. (Jonathan), Hark, L. (Lisa), Hauser, M.A. (Michael), Igo Jr., R.P. (Robert), Hee Kang, J. (Jae), Kraft, P. (Peter), Lee, R.K. (Richard K.), Lichter, P.A. (Paul A.), Liu, Y. (Yutao), Moroi, S. (Syoko), Pasquale, L.R. (Louis), Pericak-Vance, M.A. (Margaret), Realini, A. (Anthony), Rhee, D. (Doug), Richards, J.R. (Julia R.), Ritch, R. (Robert), Schuman, J.S. (Joel S.), Scott, W.K. (William), Singh, K. (Kuldev), Sit, A.J. (Arthur J.), Vollrath, D. (Douglas), Wollstein, G. (Gadi), Zack, D.J. (Donald), Aung, T. (Tin), Bonnemaijer, P. (Peter), Cheng, C.-Y. (Cheng-Yu), Craig, J.E. (Jamie), Duijn, C.M. (Cornelia) van, Gharahkhani, P. (Puya), Iglesias Gonzalez, A. (Adriana), Hammond, C.J. (Christopher J.), Hewitt, A. (Alex), Hoehn, R. (Rene), Jonansson, F. (Fridbert), Khawaja, A.P. (Anthony), Chuen Khor, C. (Chiea), Klaver, C.C.W. (Caroline), Lotery, A.J. (Andrew), Mackey, D.A. (David), MacGregor, S. (Stuart), Pang, C. (Calvin), Pasutto, F. (Francesca), Zwart, J-A. (John-Anker), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnar), Vitart, V. (Veronique), Vithana, E.N. (Eranga), Young, T.L. (Terri L.), Zeller, T. (Tanja), Hysi, P.G. (Pirro), Wiggs, J.L. (Janey L.), Williams, R.W. (Robert W.), Jablonski, M.M. (Monica M.), Chintalapudi, S.R. (Sumana R.), Maria, D. (Doaa), Di Wang, X. (Xiang), Bailey, J.N.C. (Jessica N. Cooke), Allingham, R. (Rand), Brilliant, M.H. (Murray H.), Budenz, D.L. (Donald L.), Fingert, J. (John), Gaasterland, D. (Douglas), Gaasterland, T. (Terry), Haines, J.L. (Jonathan), Hark, L. (Lisa), Hauser, M.A. (Michael), Igo Jr., R.P. (Robert), Hee Kang, J. (Jae), Kraft, P. (Peter), Lee, R.K. (Richard K.), Lichter, P.A. (Paul A.), Liu, Y. (Yutao), Moroi, S. (Syoko), Pasquale, L.R. (Louis), Pericak-Vance, M.A. (Margaret), Realini, A. (Anthony), Rhee, D. (Doug), Richards, J.R. (Julia R.), Ritch, R. (Robert), Schuman, J.S. (Joel S.), Scott, W.K. (William), Singh, K. (Kuldev), Sit, A.J. (Arthur J.), Vollrath, D. (Douglas), Wollstein, G. (Gadi), Zack, D.J. (Donald), Aung, T. (Tin), Bonnemaijer, P. (Peter), Cheng, C.-Y. (Cheng-Yu), Craig, J.E. (Jamie), Duijn, C.M. (Cornelia) van, Gharahkhani, P. (Puya), Iglesias Gonzalez, A. (Adriana), Hammond, C.J. (Christopher J.), Hewitt, A. (Alex), Hoehn, R. (Rene), Jonansson, F. (Fridbert), Khawaja, A.P. (Anthony), Chuen Khor, C. (Chiea), Klaver, C.C.W. (Caroline), Lotery, A.J. (Andrew), Mackey, D.A. (David), MacGregor, S. (Stuart), Pang, C. (Calvin), Pasutto, F. (Francesca), Zwart, J-A. (John-Anker), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnar), Vitart, V. (Veronique), Vithana, E.N. (Eranga), Young, T.L. (Terri L.), Zeller, T. (Tanja), Hysi, P.G. (Pirro), Wiggs, J.L. (Janey L.), Williams, R.W. (Robert W.), and Jablonski, M.M. (Monica M.)
Abstract: Glaucoma is a multi-factorial blinding disease in which genetic factors play an important role. Elevated intraocular pressure is a highly heritable risk factor for primary open angle glaucoma and currently the only target for glaucoma therapy. Our study helps to better understand underlying genetic and molecular mechanisms that regulate intraocular pressure, and identifies a new candidate gene, Cacna2d1, that modulates intraocular pressure and a promising therapeutic, pregabalin, which binds to CACNA2D1 protein and lowers intraocular pressure significantly. Because our study utilizes a genetically diverse population of mice with know
Published: 2017
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20. Meta-analysis of gene-environment-wide association scans accounting for education level identifies additional loci for refractive error

Author: Fan, Q. (Qiao), Verhoeven, V.J.M. (Virginie), Wojciechowski, R. (Robert), Barathi, V.A. (Veluchamy), Hysi, P.G. (Pirro), Guggenheim, J. (Jean), Höhn, R. (René), Vitart, V. (Veronique), Khawaja, A.P. (Anthony P.), Yamashiro, K. (Kenji), Hosseini, S.M. (S Mohsen), Lehtimäki, T. (Terho), Lu, Y. (Yi), Haller, T. (Toomas), Xie, J. (Jing), Delcourt, C. (Cécile), Pirastu, M. (Mario), Wedenoja, J. (Juho), Gharahkhani, P. (Puya), Venturini, C. (Cristina), Miyake, M. (Masahiro), Hewit, A.W. (Alex), Guo, X. (Xiaobo), Mazur, J. (Johanna), Huffman, J.E. (Jenifer E.), Williams, K.M. (Katie M.), Polasek, O. (Ozren), Campbell, H. (Harry), Rudan, I. (Igor), Vatavuk, Z. (Zoran), Wilson, J.F. (James F), Joshi, P.K. (Peter), Mcmahon, G. (George), St Pourcain, B. (Beate), Evans, D.M. (David), Simpson, C.L. (Claire), Schwantes-An, T.-H. (Tae-Hwi), Igo Jr., R.P. (Robert), Mirshahi, A. (Alireza), Cougnard-Grégoire, A. (Audrey), Bellenguez, C. (Céline), Blettner, M. (Maria), Raitakari, O. (Olli), Kähönen, M. (Mika), Seppälä, I. (Ilkka), Zeller, T. (Tanja), Meitinger, T. (Thomas), Ried, J.S. (Janina), Gieger, C. (Christian), Portas, L. (Laura), Leeuwen, E.M. (Elisa) van, Amin, N. (Najaf), Uitterlinden, A.G. (André), Rivadeneira Ramirez, F. (Fernando), Hofman, A. (Albert), Vingerling, J.R. (Hans), Wang, Y. (Ying), Wang, X. (Xu), Tai-Hui Boh, E. (Eileen), Ikram, M.K. (Kamran), Sabanayagam, C. (Charumathi), Gupta, P. (Preeti), Tan, V. (Vincent), Zhou, L. (Lei), Ho, C.E.H. (Candice E. H.), Lim, W. (Wan'E), Beuerman, R.W. (Roger W.), Siantar, R. (Rosalynn), Tai, E.-S. (E-Shyong), Vithana, E.N. (Eranga), Mihailov, E. (Evelin), Khor, C.C., Hayward, C. (Caroline), Luben, R.N. (Robert), Foster, P.J. (Paul), Klein, B.E.K. (Barbara), Klein, R. (Ronald), Wong, H.-S. (Hoi-Suen), Mitchell, P. (Paul), Metspalu, A. (Andres), Aung, T. (Tin), Young, T.L. (Terri L.), He, M. (Mingguang), Pärssinen, O. (Olavi), Duijn, C.M. (Cornelia) van, Jin Wang, J. (Jie), Williams, C. (Cathy), Jonas, J.B. (Jost B.), Teo, Y.Y. (Yik Ying), Mackey, D.A. (David), Oexle, K. (Konrad), Yoshimura, N., Paterson, A.D. (Andrew D.), Pfeiffer, N. (Norbert), Wong, T.Y. (Tien Yin), Baird, P.N. (Paul), Stambolian, D. (Dwight), Wilson, J.E.B. (Joan E. Bailey), Cheng, C-Y. (Ching-Yu), Hammond, C.J. (Christopher J.), Klaver, C.C.W. (Caroline), Saw, S-M. (Seang-Mei), Rahi, J.S. (Jugnoo), Korobelnik, J.-F. (Jean-François), Kemp, J.P. (John), Timpson, N.J. (Nicholas), Smith, A.V. (Davey), Craig, J.E. (Jamie E.), Burdon, K.P. (Kathryn P.), Fogarty, R. (Rhys), Iyengar, S.K. (Sudha), Chew, E.Y. (Emily), Janmahasatian, S. (Sarayut), Martin, N.G. (Nicholas), MacGregor, S. (Stuart), Xu, L. (Liang), Schache, M. (Maria), Nangia, M. (Monika), Panda-Jonas, S. (Songhomitra), Wright, A.F. (Alan), Fondran, J.R. (Jeremy R.), Lass, J.H. (Jonathan H.), Feng, S. (Sheng), Zhao, J.H. (Jing Hua), Khaw, K.T., Wareham, N.J. (Nick), Rantanen, T. (Taina), Kaprio, J. (Jaakko), Pang, C.P. (Chi Pui), Chen, L.J. (Li Jia), Tam, P.O. (Pancy O.), Jhanji, V. (Vishal), Young, A.L. (Alvin L.), Döring, A. (Angela), Raffel, L.J. (Leslie), Cotch, M.-F. (Mary-Frances), Li, X. (Xiaohui), Yip, S.P. (Shea Ping), Yap, M.K.H. (Maurice K.H.), Biino, G. (Ginevra), Vaccargiu, S. (Simona), Fossarello, M. (Maurizio), Fleck, B. (Brian), Yazar, S. (Seyhan), Tideman, J.W.L. (Willem), Tedja, M. (Milly), Léveillard, T. (Thierry), Morrison, M.A. (Margaux A.), Farrer, L.A. (Lindsay), Zhou, X. (Xiangtian), Chen, W. (Wei), Mizuki, N. (Nobuhisa), Meguro, A. (Akira), Makela, K.M. (Kari Matti), Fan, Q. (Qiao), Verhoeven, V.J.M. (Virginie), Wojciechowski, R. (Robert), Barathi, V.A. (Veluchamy), Hysi, P.G. (Pirro), Guggenheim, J. (Jean), Höhn, R. (René), Vitart, V. (Veronique), Khawaja, A.P. (Anthony P.), Yamashiro, K. (Kenji), Hosseini, S.M. (S Mohsen), Lehtimäki, T. (Terho), Lu, Y. (Yi), Haller, T. (Toomas), Xie, J. (Jing), Delcourt, C. (Cécile), Pirastu, M. (Mario), Wedenoja, J. (Juho), Gharahkhani, P. (Puya), Venturini, C. (Cristina), Miyake, M. (Masahiro), Hewit, A.W. (Alex), Guo, X. (Xiaobo), Mazur, J. (Johanna), Huffman, J.E. (Jenifer E.), Williams, K.M. (Katie M.), Polasek, O. (Ozren), Campbell, H. (Harry), Rudan, I. (Igor), Vatavuk, Z. (Zoran), Wilson, J.F. (James F), Joshi, P.K. (Peter), Mcmahon, G. (George), St Pourcain, B. (Beate), Evans, D.M. (David), Simpson, C.L. (Claire), Schwantes-An, T.-H. (Tae-Hwi), Igo Jr., R.P. (Robert), Mirshahi, A. (Alireza), Cougnard-Grégoire, A. (Audrey), Bellenguez, C. (Céline), Blettner, M. (Maria), Raitakari, O. (Olli), Kähönen, M. (Mika), Seppälä, I. (Ilkka), Zeller, T. (Tanja), Meitinger, T. (Thomas), Ried, J.S. (Janina), Gieger, C. (Christian), Portas, L. (Laura), Leeuwen, E.M. (Elisa) van, Amin, N. (Najaf), Uitterlinden, A.G. (André), Rivadeneira Ramirez, F. (Fernando), Hofman, A. (Albert), Vingerling, J.R. (Hans), Wang, Y. (Ying), Wang, X. (Xu), Tai-Hui Boh, E. (Eileen), Ikram, M.K. (Kamran), Sabanayagam, C. (Charumathi), Gupta, P. (Preeti), Tan, V. (Vincent), Zhou, L. (Lei), Ho, C.E.H. (Candice E. H.), Lim, W. (Wan'E), Beuerman, R.W. (Roger W.), Siantar, R. (Rosalynn), Tai, E.-S. (E-Shyong), Vithana, E.N. (Eranga), Mihailov, E. (Evelin), Khor, C.C., Hayward, C. (Caroline), Luben, R.N. (Robert), Foster, P.J. (Paul), Klein, B.E.K. (Barbara), Klein, R. (Ronald), Wong, H.-S. (Hoi-Suen), Mitchell, P. (Paul), Metspalu, A. (Andres), Aung, T. (Tin), Young, T.L. (Terri L.), He, M. (Mingguang), Pärssinen, O. (Olavi), Duijn, C.M. (Cornelia) van, Jin Wang, J. (Jie), Williams, C. (Cathy), Jonas, J.B. (Jost B.), Teo, Y.Y. (Yik Ying), Mackey, D.A. (David), Oexle, K. (Konrad), Yoshimura, N., Paterson, A.D. (Andrew D.), Pfeiffer, N. (Norbert), Wong, T.Y. (Tien Yin), Baird, P.N. (Paul), Stambolian, D. (Dwight), Wilson, J.E.B. (Joan E. Bailey), Cheng, C-Y. (Ching-Yu), Hammond, C.J. (Christopher J.), Klaver, C.C.W. (Caroline), Saw, S-M. (Seang-Mei), Rahi, J.S. (Jugnoo), Korobelnik, J.-F. (Jean-François), Kemp, J.P. (John), Timpson, N.J. (Nicholas), Smith, A.V. (Davey), Craig, J.E. (Jamie E.), Burdon, K.P. (Kathryn P.), Fogarty, R. (Rhys), Iyengar, S.K. (Sudha), Chew, E.Y. (Emily), Janmahasatian, S. (Sarayut), Martin, N.G. (Nicholas), MacGregor, S. (Stuart), Xu, L. (Liang), Schache, M. (Maria), Nangia, M. (Monika), Panda-Jonas, S. (Songhomitra), Wright, A.F. (Alan), Fondran, J.R. (Jeremy R.), Lass, J.H. (Jonathan H.), Feng, S. (Sheng), Zhao, J.H. (Jing Hua), Khaw, K.T., Wareham, N.J. (Nick), Rantanen, T. (Taina), Kaprio, J. (Jaakko), Pang, C.P. (Chi Pui), Chen, L.J. (Li Jia), Tam, P.O. (Pancy O.), Jhanji, V. (Vishal), Young, A.L. (Alvin L.), Döring, A. (Angela), Raffel, L.J. (Leslie), Cotch, M.-F. (Mary-Frances), Li, X. (Xiaohui), Yip, S.P. (Shea Ping), Yap, M.K.H. (Maurice K.H.), Biino, G. (Ginevra), Vaccargiu, S. (Simona), Fossarello, M. (Maurizio), Fleck, B. (Brian), Yazar, S. (Seyhan), Tideman, J.W.L. (Willem), Tedja, M. (Milly), Léveillard, T. (Thierry), Morrison, M.A. (Margaux A.), Farrer, L.A. (Lindsay), Zhou, X. (Xiangtian), Chen, W. (Wei), Mizuki, N. (Nobuhisa), Meguro, A. (Akira), and Makela, K.M. (Kari Matti)
Abstract: Myopia is the most common human eye disorder and it results from complex genetic and environmental causes. The rapidly increasing prevalence of myopia poses a major public health challenge. Here, the CREAM consortium performs a joint meta-analysis to test single-nucleotide polymorphism (SNP) main effects and SNP × education interaction effects on refractive error in 40,036 adults from 25 studies of European ancestry and 10,315 adults from 9 studies of Asian ancestry. In European ancestry individuals, we identify six novel loci (FAM150B-ACP1, LINC00340, FBN1, DIS3L-MAP2K1, ARID2-SNAT1 and SLC14A2) associated with refractive error. In Asian populations, three genome-wide significant loci AREG, GABRR1 and PDE10A also exhibit strong interactions with education (P<8.5 × 10-5), whereas the interactions are less evident in Europeans. The discovery of these loci represents an important advance in understanding how gene and environment interactions contribute to the heterogeneity of myopia.
Published: 2016
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21. Childhood gene-environment interactions and age-dependent effects of genetic variants associated with refractive error and myopia: The CREAM Consortium

Author: Fan, Q. (Qiao), Guo, X. (Xiaobo), Tideman, J.W.L. (Willem), Williams, K.M. (Katie M.), Yazar, S. (Seyhan), Hosseini, S.M. (S. Mohsen), Howe, L.D. (Laura), Pourcain, B.S. (Beate), Evans, D.M. (David), Timpson, N.J. (Nicholas), Mcmahon, G. (George), Hysi, P.G. (Pirro), Krapohl, E. (Eva), Wang, Y.X. (Ya Xing), Jonas, J.B., Baird, P.N. (Paul), Wang, J.J. (Jie Jin), Cheng, C.-Y. (Ching-Yu), Teo, Y.Y. (Yik Ying), Wong, T.-Y. (Tien-Yin), Ding, X. (Xiaohu), Wojciechowski, R. (Robert), Young, T.L. (Terri), Pärssinen, O. (Olavi), Oexle, K. (Konrad), Pfeiffer, A.F.H. (Andreas), Bailey-Wilson, J.E. (Joan E.), Paterson, A.D. (Andrew), Klaver, C.C.W. (Caroline C. W.), Plomin, R. (Robert), Hammond, C.J. (Christopher J.), He, M. (Mingguang), Saw, S-M. (Seang-Mei), Guggenheim, J. (Jean), Meguro, A. (Akira), Wright, A.F. (Alan), Hewit, A.W. (Alex), Young, A.L. (Alvin L.), Veluchamy, A.B. (Amutha Barathi), Metspalu, A. (Andres), Döring, A. (Angela), Khawaja, A.P. (Anthony P.), Klein, B.E.K. (Barbara), St Pourcain, B. (Beate), Fleck, B. (Brian), Klaver, C.C.W. (Caroline), Hayward, C. (Caroline), Williams, C. (Cathy), Delcourt, C. (Cécile), Pang, C.P. (Chi Pui), Khor, C.C., Gieger, C. (Christian), Simpson, C.L. (Claire), Duijn, C.M. (Cornelia) van, Mackey, D.A. (David), Stambolian, D. (Dwight), Chew, E.Y. (Emily), Tai, E.-S. (E.-Shyong), Mihailov, E. (Evelin), Smith, A.V. (Davey), Biino, G. (Ginevra), Campbell, H. (Harry), Rudan, I. (Igor), Seppälä, I. (Ilkka), Kaprio, J. (Jaakko), Wilson, J.F. (James F.), Craig, J.E. (Jamie E.), Ried, J.S. (Janina), Korobelnik, J.-F. (Jean-François), Fondran, J.R. (Jeremy R.), Liao, J. (Jie), Zhao, J.H. (Jing Hua), Xie, J. (Jing), Kemp, J.P. (John), Lass Jr., J.H. (Jonathan), Rahi, J.S. (Jugnoo), Wedenoja, J. (Juho), Makela, K.M. (Kari Matti), Burdon, K.P. (Kathryn P.), Khaw, K.T., Yamashiro, K. (Kenji), Chen, L.J. (Li Jia), Xu, L. (Liang), Farrer, L.A. (Lindsay), Ikram, M.K. (M. Kamran), DeAngelis, M.M. (Margaret), Morrison, M.A. (Margaux A.), Schache, M. (Maria), Pirastu, M. (Mario), Miyake, M. (Masahiro), Yap, M.K.H. (Maurice K. H.), Fossarello, M. (Maurizio), Kähönen, M. (Mika), Tedja, M. (Milly), Yoshimura, N., Martin, N.G. (Nicholas), Wareham, N.J. (Nick), Mizuki, N. (Nobuhisa), Raitakari, O. (Olli), Polasek, O. (Ozren), Tam, P.O. (Pancy O.), Foster, P.J. (Paul), Mitchell, P. (Paul), Chen, P. (Peng), Cumberland, P. (Phillippa), Gharahkhani, P. (Puya), Höhn, R. (René), Fogarty, R.D. (Rhys D.), Luben, R.N. (Robert), Igo Jr., R.P. (Robert), Klein, R. (Ronald), Janmahasatian, S. (Sarayut), Yip, S.P. (Shea Ping), Feng, S. (Sheng), Vaccargiu, S. (Simona), Panda-Jonas, S. (Songhomitra), MacGregor, S. (Stuart), Iyengar, S.K. (Sudha), Rantanen, T. (Taina), Lehtimäki, T. (Terho), Meitinger, T. (Thomas), Aung, T. (Tin), Haller, T. (Toomas), Vitart, V. (Veronique), Nangia, M. (Monika), Verhoeven, V.J.M. (Virginie), Jhanji, V. (Vishal), Zhao, W. (Wanting), Chen, W. (Wei), Zhou, X. (Xiangtian), Lu, Y. (Yi), Vatavuk, Z. (Zoran), Fan, Q. (Qiao), Guo, X. (Xiaobo), Tideman, J.W.L. (Willem), Williams, K.M. (Katie M.), Yazar, S. (Seyhan), Hosseini, S.M. (S. Mohsen), Howe, L.D. (Laura), Pourcain, B.S. (Beate), Evans, D.M. (David), Timpson, N.J. (Nicholas), Mcmahon, G. (George), Hysi, P.G. (Pirro), Krapohl, E. (Eva), Wang, Y.X. (Ya Xing), Jonas, J.B., Baird, P.N. (Paul), Wang, J.J. (Jie Jin), Cheng, C.-Y. (Ching-Yu), Teo, Y.Y. (Yik Ying), Wong, T.-Y. (Tien-Yin), Ding, X. (Xiaohu), Wojciechowski, R. (Robert), Young, T.L. (Terri), Pärssinen, O. (Olavi), Oexle, K. (Konrad), Pfeiffer, A.F.H. (Andreas), Bailey-Wilson, J.E. (Joan E.), Paterson, A.D. (Andrew), Klaver, C.C.W. (Caroline C. W.), Plomin, R. (Robert), Hammond, C.J. (Christopher J.), He, M. (Mingguang), Saw, S-M. (Seang-Mei), Guggenheim, J. (Jean), Meguro, A. (Akira), Wright, A.F. (Alan), Hewit, A.W. (Alex), Young, A.L. (Alvin L.), Veluchamy, A.B. (Amutha Barathi), Metspalu, A. (Andres), Döring, A. (Angela), Khawaja, A.P. (Anthony P.), Klein, B.E.K. (Barbara), St Pourcain, B. (Beate), Fleck, B. (Brian), Klaver, C.C.W. (Caroline), Hayward, C. (Caroline), Williams, C. (Cathy), Delcourt, C. (Cécile), Pang, C.P. (Chi Pui), Khor, C.C., Gieger, C. (Christian), Simpson, C.L. (Claire), Duijn, C.M. (Cornelia) van, Mackey, D.A. (David), Stambolian, D. (Dwight), Chew, E.Y. (Emily), Tai, E.-S. (E.-Shyong), Mihailov, E. (Evelin), Smith, A.V. (Davey), Biino, G. (Ginevra), Campbell, H. (Harry), Rudan, I. (Igor), Seppälä, I. (Ilkka), Kaprio, J. (Jaakko), Wilson, J.F. (James F.), Craig, J.E. (Jamie E.), Ried, J.S. (Janina), Korobelnik, J.-F. (Jean-François), Fondran, J.R. (Jeremy R.), Liao, J. (Jie), Zhao, J.H. (Jing Hua), Xie, J. (Jing), Kemp, J.P. (John), Lass Jr., J.H. (Jonathan), Rahi, J.S. (Jugnoo), Wedenoja, J. (Juho), Makela, K.M. (Kari Matti), Burdon, K.P. (Kathryn P.), Khaw, K.T., Yamashiro, K. (Kenji), Chen, L.J. (Li Jia), Xu, L. (Liang), Farrer, L.A. (Lindsay), Ikram, M.K. (M. Kamran), DeAngelis, M.M. (Margaret), Morrison, M.A. (Margaux A.), Schache, M. (Maria), Pirastu, M. (Mario), Miyake, M. (Masahiro), Yap, M.K.H. (Maurice K. H.), Fossarello, M. (Maurizio), Kähönen, M. (Mika), Tedja, M. (Milly), Yoshimura, N., Martin, N.G. (Nicholas), Wareham, N.J. (Nick), Mizuki, N. (Nobuhisa), Raitakari, O. (Olli), Polasek, O. (Ozren), Tam, P.O. (Pancy O.), Foster, P.J. (Paul), Mitchell, P. (Paul), Chen, P. (Peng), Cumberland, P. (Phillippa), Gharahkhani, P. (Puya), Höhn, R. (René), Fogarty, R.D. (Rhys D.), Luben, R.N. (Robert), Igo Jr., R.P. (Robert), Klein, R. (Ronald), Janmahasatian, S. (Sarayut), Yip, S.P. (Shea Ping), Feng, S. (Sheng), Vaccargiu, S. (Simona), Panda-Jonas, S. (Songhomitra), MacGregor, S. (Stuart), Iyengar, S.K. (Sudha), Rantanen, T. (Taina), Lehtimäki, T. (Terho), Meitinger, T. (Thomas), Aung, T. (Tin), Haller, T. (Toomas), Vitart, V. (Veronique), Nangia, M. (Monika), Verhoeven, V.J.M. (Virginie), Jhanji, V. (Vishal), Zhao, W. (Wanting), Chen, W. (Wei), Zhou, X. (Xiangtian), Lu, Y. (Yi), and Vatavuk, Z. (Zoran)
Abstract: Myopia, currently at epidemic levels in East Asia, is a leading cause of untreatable visual impairment. Genome-wide association studies (GWAS) in adults have identified 39 loci associated with refractive error and myopia. Here, the age-of-onset of association between genetic variants at these 39 loci and refractive error was investigated in 5200 children assessed longitudinally across ages 7-15 years, along with gene-environment interactions involving the major environmental risk-factors, nearwork and time outdoors. Specific variants could be categorized as showing evidence of: (a) early-onset effects remaining stable through childhood, (b) early-onset effects that progressed further with increasing age, or (c) onset later in childhood (N = 10, 5 and 11 variants, respectively). A genetic risk score (GRS) for all 39 variants explained 0.6% (P = 6.6E-08) and 2.3% (P = 6.9E-21) of the variance in refractive error at ages 7 and 15, respectively, supporting increased effects from these genetic variants at older ages. Replication in multi-ancestry samples (combined N = 5599) yielded evidence of childhood onset for 6 of 12 variants present in both Asians and Europeans. There was no indication that variant or GRS effects altered depending on time outdoors, however 5 variants showed nominal evidence of interactions with nearwork (top variant, rs7829127 in ZMAT4; P = 6.3E-04).
Published: 2016
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22. 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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23. Association of Forced Vital Capacity with the Developmental Gene NCOR2

Author: Minelli, C. (Cosetta), Dean, C.H. (Charlotte H.), Hind, M. (Matthew), Alves, A.C. (Alexessander Couto), Amaral, A.F.S. (André), Siroux, V. (V.), Huikari, V. (Ville), Artigas, M.S., Evans, D.M. (David M.), Loth, D.W. (Daan), Bossé, Y. (Yohan), Postma, D.S. (Dirkje), Sin, D.D., Thompson, J.R. (John), Demenais, F. (Florence), Henderson, J. (John), Bouzigon, E. (Emmanuelle), Jarvis, D.L. (Deborah), Jarvelin, M.-R. (Marjo-Riitta), Burney, P.G., Gharib, S.A. (Sina), Wain, L.V. (Louise), Franceschini, N. (Nora), Koch, B. (Beate), Pottinger, T.D. (Tess), Smith, A.V. (Albert), Duan, Q. (Qing), Oldmeadow, C. (Christopher), Lee, M.K. (Mi Kyeong), Strachan, D.P. (David P.), James, A.L. (Alan L.), Huffman, J.E. (Jennifer), Vitart, V. (Veronique), Ramasamy, A. (Adaikalavan), Wareham, N.J. (Nicholas J.), Kaprio, J. (Jaakko), Wang, X.-Q. (Xin-Qun), Trochet, H. (Holly), Kähönen, M. (Mika), Flexeder, C. (Claudia), Albrecht, E. (Eva), Lopez, L.M. (Lorna M.), Jong, K. (Kim) de, Thyagarajan, B. (Bharat), Enroth, S. (Stefan), Omenaas, E. (Ernst), Joshi, P.K. (Peter), Fall, M. (Magnus), Viñuela, A. (Ana), Launer, L.J. (Lenore), Loehr, L.R. (Laura), Fornage, M. (Myriam), Li, G. (Guo), Wilk, J.B. (Jemma), Tang, W. (Wenbo), Manichaikul, A. (Ani), Lahousse, L. (Lies), Harris, T.B. (Tamara), North, K.E. (Kari E.), Rudnicka, A.R. (Alicja), Hui, J. (Jennie), Gu, X. (Xiangjun), Lumley, T. (Thomas), Wright, A.F. (Alan F.), Hastie, N. (Nick), Campbell, S. (Susan), Kumar, R. (Rajesh), Pin, I. (Isabelle), Scott, R.A. (Robert), Pietilainen, K.H. (Kirsi Hannele), Surakka, I. (Ida), Liu, Y. (YongMei), Holliday, E.G. (Elizabeth), Schulz, H. (Holger), Heinrich, J. (Joachim), Davies, G. (Gail), MVonk, J. (Judith), Wojczynski, M.K. (Mary ), Pouta, A. (Anneli), Johansson, A. (Åsa), Wild, S. (Sarah), Ingelsson, E. (Erik), Rivadeneira Ramirez, F. (Fernando), Völzke, H. (Henry), Hysi, P.G. (Pirro), Eiriksdottir, G. (Gudny), Morrison, A.C. (Alanna), Rotter, J.I. (Jerome I.), Gao, W. (Wei), White, W.B. (Wendy), Rich, S.S. (Stephen S.), Hofman, A. (Albert), Aspelund, T. (Thor), Couper, D.J. (David), Smith, L.J. (Lewis J.), Psaty, B.M. (Bruce), Lohman, K. (Kurt), Burchard, E.G. (Esteban), Uitterlinden, A.G. (André), Garcia, M. (Melissa), Joubert, B.R. (Bonnie), McArdle, W.L. (Wendy), Musk, A.B. (A Bill), Hansel, C.R.W. (Christian), Heckbert, S.R. (Susan), Zgaga, L. (Lina), Meurs, J.B.J. (Joyce) van, Navarro, P. (Pau), Rudan, I. (Igor), Oh, Y.-M. (Yeon-Mok), Redline, S. (Susan), Jarvis, D.L. (Deborah L.), Zhao, J.H. (Jing Hua), Rantanen, T. (Taina), Connor, G.T. (George) O', Ripatti, S. (Samuli), Scott, R.J. (Rodney), Karrasch, S. (Stefan), Grallert, H. (Harald), Gaddis, N.C. (Nathan C.), MStarr, J. (John), Wijmenga, C. (Cisca), Minster, R.L. (Ryan), Lederer, C.W. (Carsten), Pekkanen, J. (Juha), Gyllensten, U. (Ulf), Campbell, H. (Harry), Morris, A.P. (Andrew), Gläser, S. (Sven), Hammond, C.J. (Christopher J.), MBurkart, K. (Kristin), Beilby, J. (John), Kritchevsky, S.B. (Stephen B.), Gudnason, V. (Vilmundur), Hancock, D.B. (Dana), Williams, O. (O'Dale), Polasek, O. (Ozren), Zemunik, T. (Tatijana), Kolcic, I. (Ivana), Petrini, M.F. (Marcy), Wjst, M. (Matthias), Kim, W.J. (Woo Jin), Porteous, D.J. (David J.), Scotland, G. (Generation), Smith, B.H. (Blair), Viljanen, A. (Anne), Heliovaara, M. (Markku), Attia, J. (John), Sayers, I. (Ian), Hampel, R. (Regina), Gieger, C. (Christian), Deary, I.J. (Ian), Boezen, H.M. (Marike), Newman, A.B. (Anne B.), Wilson, J.F. (James F), Lind, L. (Lars), Stricker, B.H.Ch. (Bruno), Teumer, A. (Alexander), Spector, T.D. (Timothy), Melén, E. (Erik), Peters, M.J. (Marjolein), Lange, L.A. (Leslie), Barr, R.G. (Graham), Bracke, K.R. (Ken), MVerhamme, F. (Fien), Sung, J. (Joohon), Hiemstra, P.S. (Pieter), Cassano, P.A. (Patricia), Sood, A. (Akshay), Hayward, C. (Caroline), Dupuis, J. (Josée), Hall, I.P. (Ian), Brusselle, G.G. (Guy), Tobin, M.D. (Martin), London, S.J. (Stephanie J), Minelli, C. (Cosetta), Dean, C.H. (Charlotte H.), Hind, M. (Matthew), Alves, A.C. (Alexessander Couto), Amaral, A.F.S. (André), Siroux, V. (V.), Huikari, V. (Ville), Artigas, M.S., Evans, D.M. (David M.), Loth, D.W. (Daan), Bossé, Y. (Yohan), Postma, D.S. (Dirkje), Sin, D.D., Thompson, J.R. (John), Demenais, F. (Florence), Henderson, J. (John), Bouzigon, E. (Emmanuelle), Jarvis, D.L. (Deborah), Jarvelin, M.-R. (Marjo-Riitta), Burney, P.G., Gharib, S.A. (Sina), Wain, L.V. (Louise), Franceschini, N. (Nora), Koch, B. (Beate), Pottinger, T.D. (Tess), Smith, A.V. (Albert), Duan, Q. (Qing), Oldmeadow, C. (Christopher), Lee, M.K. (Mi Kyeong), Strachan, D.P. (David P.), James, A.L. (Alan L.), Huffman, J.E. (Jennifer), Vitart, V. (Veronique), Ramasamy, A. (Adaikalavan), Wareham, N.J. (Nicholas J.), Kaprio, J. (Jaakko), Wang, X.-Q. (Xin-Qun), Trochet, H. (Holly), Kähönen, M. (Mika), Flexeder, C. (Claudia), Albrecht, E. (Eva), Lopez, L.M. (Lorna M.), Jong, K. (Kim) de, Thyagarajan, B. (Bharat), Enroth, S. (Stefan), Omenaas, E. (Ernst), Joshi, P.K. (Peter), Fall, M. (Magnus), Viñuela, A. (Ana), Launer, L.J. (Lenore), Loehr, L.R. (Laura), Fornage, M. (Myriam), Li, G. (Guo), Wilk, J.B. (Jemma), Tang, W. (Wenbo), Manichaikul, A. (Ani), Lahousse, L. (Lies), Harris, T.B. (Tamara), North, K.E. (Kari E.), Rudnicka, A.R. (Alicja), Hui, J. (Jennie), Gu, X. (Xiangjun), Lumley, T. (Thomas), Wright, A.F. (Alan F.), Hastie, N. (Nick), Campbell, S. (Susan), Kumar, R. (Rajesh), Pin, I. (Isabelle), Scott, R.A. (Robert), Pietilainen, K.H. (Kirsi Hannele), Surakka, I. (Ida), Liu, Y. (YongMei), Holliday, E.G. (Elizabeth), Schulz, H. (Holger), Heinrich, J. (Joachim), Davies, G. (Gail), MVonk, J. (Judith), Wojczynski, M.K. (Mary ), Pouta, A. (Anneli), Johansson, A. (Åsa), Wild, S. (Sarah), Ingelsson, E. (Erik), Rivadeneira Ramirez, F. (Fernando), Völzke, H. (Henry), Hysi, P.G. (Pirro), Eiriksdottir, G. (Gudny), Morrison, A.C. (Alanna), Rotter, J.I. (Jerome I.), Gao, W. (Wei), White, W.B. (Wendy), Rich, S.S. (Stephen S.), Hofman, A. (Albert), Aspelund, T. (Thor), Couper, D.J. (David), Smith, L.J. (Lewis J.), Psaty, B.M. (Bruce), Lohman, K. (Kurt), Burchard, E.G. (Esteban), Uitterlinden, A.G. (André), Garcia, M. (Melissa), Joubert, B.R. (Bonnie), McArdle, W.L. (Wendy), Musk, A.B. (A Bill), Hansel, C.R.W. (Christian), Heckbert, S.R. (Susan), Zgaga, L. (Lina), Meurs, J.B.J. (Joyce) van, Navarro, P. (Pau), Rudan, I. (Igor), Oh, Y.-M. (Yeon-Mok), Redline, S. (Susan), Jarvis, D.L. (Deborah L.), Zhao, J.H. (Jing Hua), Rantanen, T. (Taina), Connor, G.T. (George) O', Ripatti, S. (Samuli), Scott, R.J. (Rodney), Karrasch, S. (Stefan), Grallert, H. (Harald), Gaddis, N.C. (Nathan C.), MStarr, J. (John), Wijmenga, C. (Cisca), Minster, R.L. (Ryan), Lederer, C.W. (Carsten), Pekkanen, J. (Juha), Gyllensten, U. (Ulf), Campbell, H. (Harry), Morris, A.P. (Andrew), Gläser, S. (Sven), Hammond, C.J. (Christopher J.), MBurkart, K. (Kristin), Beilby, J. (John), Kritchevsky, S.B. (Stephen B.), Gudnason, V. (Vilmundur), Hancock, D.B. (Dana), Williams, O. (O'Dale), Polasek, O. (Ozren), Zemunik, T. (Tatijana), Kolcic, I. (Ivana), Petrini, M.F. (Marcy), Wjst, M. (Matthias), Kim, W.J. (Woo Jin), Porteous, D.J. (David J.), Scotland, G. (Generation), Smith, B.H. (Blair), Viljanen, A. (Anne), Heliovaara, M. (Markku), Attia, J. (John), Sayers, I. (Ian), Hampel, R. (Regina), Gieger, C. (Christian), Deary, I.J. (Ian), Boezen, H.M. (Marike), Newman, A.B. (Anne B.), Wilson, J.F. (James F), Lind, L. (Lars), Stricker, B.H.Ch. (Bruno), Teumer, A. (Alexander), Spector, T.D. (Timothy), Melén, E. (Erik), Peters, M.J. (Marjolein), Lange, L.A. (Leslie), Barr, R.G. (Graham), Bracke, K.R. (Ken), MVerhamme, F. (Fien), Sung, J. (Joohon), Hiemstra, P.S. (Pieter), Cassano, P.A. (Patricia), Sood, A. (Akshay), Hayward, C. (Caroline), Dupuis, J. (Josée), Hall, I.P. (Ian), Brusselle, G.G. (Guy), Tobin, M.D. (Martin), and London, S.J. (Stephanie J)
Abstract: Background Forced Vital Capacity (FVC) is an important predictor of all-cause mortality in the absence of chronic respiratory conditions. Epidemiological evidence highlights the role of early life factors on adult FVC, pointing to environmental exposures and genes affecting lung development as risk factors for low FVC later in life. Although highly heritable, a small number of genes have been found associated with FVC, and we aimed at identifying further genetic variants by focusing on lung development genes. Methods Per-allele effects of 24,728 SNPs in 403 genes involved in lung development were tested in 7,749 adults from three studies (NFBC1966, ECRHS, EGEA). The most significant SNP for the top 25 genes was followed-up in 46,103 adults (CHARGE and SpiroMeta consortia) and 5,062 chil
Published: 2016
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24. A meta-analysis of 120 246 individuals identifies 18 new loci for fibrinogen concentration

Author: Vries, P.S. (Paul) de, Chasman, D.I. (Daniel), Sabater-Lleal, M. (Maria), Chen, M.-H. (Ming-Huei), Huffman, J.E. (Jennifer E.), Steri, M. (Maristella), Tang, W. (Weihong), Teumer, A. (Alexander), Marioni, R.E. (Riccardo), Grossmann, V. (Vera), Hottenga, J.J. (Jouke Jan), Trompet, S. (Stella), Müller-Nurasyid, M. (Martina), Zhao, J.H. (Jing Hua), Brody, J.A. (Jennifer A.), Kleber, M.E. (Marcus), Guo, X. (Xiuqing), Wang, J.J. (Jie Jin), Auer, P. (Paul), Attia, J. (John), Yanek, L.R. (Lisa), Ahluwalia, T.S. (Tarunveer Singh), Lahti, J. (Jari), Venturini, C. (Cristina), Tanaka, T. (Toshiko), Bielak, L.F. (Lawrence F.), Joshi, P.K. (Peter), Rocanin-Arjo, A. (Ares), Kolcic, I. (Ivana), Navarro, P. (Pau), Rose, L.M. (Lynda), Oldmeadow, C. (Christopher), Riess, H. (Helene), Mazur, J. (Johanna), Basu, S. (Saonli), Goel, A. (Anuj), Yang, Q. (Qiong), Ghanbari, M. (Mohsen), Willemsen, G. (Gonneke), Rumley, A. (Ann), Fiorillo, E. (Edoardo), Craen, A.J. (Anton) de, Grotevendt, A. (Anne), Scott, R.A. (Robert), Taylor, K.D. (Kent D.), Delgado, G.E. (Graciela E.), Yao, J. (Jie), Kifley, A. (Annette), Kooperberg, C. (Charles), Qayyum, Q. (Rehan), Lopez, L. (Lornam), Berentzen, T.L. (Tina L.), Räikkönen, K. (Katri), Mangino, M. (Massimo), Bandinelli, S. (Stefania), Peyser, P.A. (Patricia A.), Wild, S. (Sarah), Tregouet, D.-A. (David-Alexandre), Wright, A.F. (Alan), Marten, J. (Jonathan), Zemunik, T. (Tatijana), Morrison, A.C. (Alanna), Sennblad, B. (Bengt), Tofler, G.H. (Geoffrey), Maat, M.P.M. (Moniek) de, Geus, E.J.C. (Eco) de, Lowe, G.D. (Gordon D.), Zoledziewska, M. (Magdalena), Sattar, N. (Naveed), Binder, H. (Harald), Völker, U. (Uwe), Waldenberger, M. (Melanie), Khaw, K.-T. (Kay-Tee), McKnight, B. (Barbara), Huang, J. (Jian), Jenny, N.S. (Nancy), Holliday, E.G. (Elizabeth), Qi, L. (Lihong), Mcevoy, M.G. (Mark G.), Becker, D.M. (Diane), Starr, J.M. (John), Sarin, A.-P., Hysi, P.G. (Pirro), Hernandez, D.G. (Dena), Jhun, M.A. (Min A.), Campbell, H. (Harry), Hamsten, A. (Anders), Sarin, F. (Fernando), McArdle, W.L. (Wendy), Slagboom, P.E. (Eline), Zeller, T. (Tanja), Koenig, W. (Wolfgang), Psaty, B. (Brucem), Haritunians, T. (Talin), Liu, J. (Jingmin), Palotie, A. (Aarno), Uitterlinden, A.G. (André), Stott, D.J. (David J.), Hofman, A. (Albert), Franco, O.H. (Oscar), Polasek, O. (Ozren), Rudan, I. (Igor), Morange, P.-E. (P.), Wilson, J.F. (James F.), Kardia, S.L. (Sharon L.r), Ferrucci, L. (Luigi), Spector, T.D. (Timothy), Eriksson, J.G. (Johan G.), Hansen, T. (Torben), Deary, I.J. (Ian), Becker, L.C. (Lewis), Scott, R.J. (Rodney), Mitchell, P. (Paul), März, W. (Winfried), Wareham, N.J. (Nick J.), Peters, A. (Annette), Greinacher, A. (Andreas), Wild, P.S. (Philipp S.), Jukema, J.W. (Jan Wouter), Boomsma, D.I. (Dorret), Hayward, C. (Caroline), Cucca, F. (Francesco), Tracy, R.P. (Russell), Watkins, H. (Hugh), Reiner, A.P. (Alex P.), Folsom, A.R. (Aaron), Ridker, P.M. (Paul), O'Donnell, C.J. (Christopher J.), Smith, N.L. (Nicholas L.), Strachan, D.P. (David P.), Dehghan, A. (Abbas), Vries, P.S. (Paul) de, Chasman, D.I. (Daniel), Sabater-Lleal, M. (Maria), Chen, M.-H. (Ming-Huei), Huffman, J.E. (Jennifer E.), Steri, M. (Maristella), Tang, W. (Weihong), Teumer, A. (Alexander), Marioni, R.E. (Riccardo), Grossmann, V. (Vera), Hottenga, J.J. (Jouke Jan), Trompet, S. (Stella), Müller-Nurasyid, M. (Martina), Zhao, J.H. (Jing Hua), Brody, J.A. (Jennifer A.), Kleber, M.E. (Marcus), Guo, X. (Xiuqing), Wang, J.J. (Jie Jin), Auer, P. (Paul), Attia, J. (John), Yanek, L.R. (Lisa), Ahluwalia, T.S. (Tarunveer Singh), Lahti, J. (Jari), Venturini, C. (Cristina), Tanaka, T. (Toshiko), Bielak, L.F. (Lawrence F.), Joshi, P.K. (Peter), Rocanin-Arjo, A. (Ares), Kolcic, I. (Ivana), Navarro, P. (Pau), Rose, L.M. (Lynda), Oldmeadow, C. (Christopher), Riess, H. (Helene), Mazur, J. (Johanna), Basu, S. (Saonli), Goel, A. (Anuj), Yang, Q. (Qiong), Ghanbari, M. (Mohsen), Willemsen, G. (Gonneke), Rumley, A. (Ann), Fiorillo, E. (Edoardo), Craen, A.J. (Anton) de, Grotevendt, A. (Anne), Scott, R.A. (Robert), Taylor, K.D. (Kent D.), Delgado, G.E. (Graciela E.), Yao, J. (Jie), Kifley, A. (Annette), Kooperberg, C. (Charles), Qayyum, Q. (Rehan), Lopez, L. (Lornam), Berentzen, T.L. (Tina L.), Räikkönen, K. (Katri), Mangino, M. (Massimo), Bandinelli, S. (Stefania), Peyser, P.A. (Patricia A.), Wild, S. (Sarah), Tregouet, D.-A. (David-Alexandre), Wright, A.F. (Alan), Marten, J. (Jonathan), Zemunik, T. (Tatijana), Morrison, A.C. (Alanna), Sennblad, B. (Bengt), Tofler, G.H. (Geoffrey), Maat, M.P.M. (Moniek) de, Geus, E.J.C. (Eco) de, Lowe, G.D. (Gordon D.), Zoledziewska, M. (Magdalena), Sattar, N. (Naveed), Binder, H. (Harald), Völker, U. (Uwe), Waldenberger, M. (Melanie), Khaw, K.-T. (Kay-Tee), McKnight, B. (Barbara), Huang, J. (Jian), Jenny, N.S. (Nancy), Holliday, E.G. (Elizabeth), Qi, L. (Lihong), Mcevoy, M.G. (Mark G.), Becker, D.M. (Diane), Starr, J.M. (John), Sarin, A.-P., Hysi, P.G. (Pirro), Hernandez, D.G. (Dena), Jhun, M.A. (Min A.), Campbell, H. (Harry), Hamsten, A. (Anders), Sarin, F. (Fernando), McArdle, W.L. (Wendy), Slagboom, P.E. (Eline), Zeller, T. (Tanja), Koenig, W. (Wolfgang), Psaty, B. (Brucem), Haritunians, T. (Talin), Liu, J. (Jingmin), Palotie, A. (Aarno), Uitterlinden, A.G. (André), Stott, D.J. (David J.), Hofman, A. (Albert), Franco, O.H. (Oscar), Polasek, O. (Ozren), Rudan, I. (Igor), Morange, P.-E. (P.), Wilson, J.F. (James F.), Kardia, S.L. (Sharon L.r), Ferrucci, L. (Luigi), Spector, T.D. (Timothy), Eriksson, J.G. (Johan G.), Hansen, T. (Torben), Deary, I.J. (Ian), Becker, L.C. (Lewis), Scott, R.J. (Rodney), Mitchell, P. (Paul), März, W. (Winfried), Wareham, N.J. (Nick J.), Peters, A. (Annette), Greinacher, A. (Andreas), Wild, P.S. (Philipp S.), Jukema, J.W. (Jan Wouter), Boomsma, D.I. (Dorret), Hayward, C. (Caroline), Cucca, F. (Francesco), Tracy, R.P. (Russell), Watkins, H. (Hugh), Reiner, A.P. (Alex P.), Folsom, A.R. (Aaron), Ridker, P.M. (Paul), O'Donnell, C.J. (Christopher J.), Smith, N.L. (Nicholas L.), Strachan, D.P. (David P.), and Dehghan, A. (Abbas)
Abstract: Genome-wide association studies have previously identified 23 genetic loci associated with circulating fibrinogen concentration. These studies used HapMap imputation and did not examine the X-chromosome. 1000 Genomes imputation provides better coverage of uncommon variants, and includes indels.We conducted a genome-wide association analysis of 34 studies imputed to the 1000 Genomes Project reference panel and including ~120 000 participants of European ancestry (95 806 participants with data on the X-chromosome). Approximately 10.7 million single-nucleotide polymorphisms and 1.2 million indelswere examined.We identified 41 genome-wide significant fibrinogen loci; of which, 18were newly identified. Therewere no genome-wide significant signals on the X-chromosome. The lead variants of five significant loci were indels. We further identified six additional independent signals, including three rare variants, at two previously characterized loci: FGB and IRF1. Together the 41 loci explain 3% of the variance in plasma fibrinogen concentration.
Published: 2016
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25. Molecular mechanisms underlying variations in lung function: A systems genetics analysis

Author: Obeidat, M. (Ma'en), Hao, K. (Ke), Bossé, Y. (Yohan), Nickle, D.C. (David), Nie, Y. (Yunlong), Postma, D.S. (Dirkje), Laviolette, M. (Michel), Sandford, A. (Andrew), Daley, D. (Denise), Hogg, J.C. (James), Elliott, W.M., Fishbane, N. (Nick), Timens, W. (Wim), Hysi, P.G. (Pirro), Kaprio, J. (Jaakko), Wilson, J.F. (James F), Hui, J. (Jennie), Rawal, R. (Rajesh), Schulz, H. (Holger), Stubbe, B. (Beate), Hayward, C. (Caroline), Polasek, O. (Ozren), Jarvelin, M.-R. (Marjo-Riitta), Zhao, J.H. (Jing Hua), Jarvis, D.L. (Deborah L.), Kähönen, M. (Mika), Franceschini, N. (Nora), North, K.E. (Kari), Loth, D.W. (Daan), Brusselle, G.G. (Guy), Smith, A.V. (Davey), Gudnason, V. (Vilmundur), Bartz, T.M. (Traci M.), Wilk, J.B. (Jemma), O'Connor, G.T. (George), Cassano, P.A. (Patricia), Tang, W. (Wenbo), Wain, L.V. (Louise), Artigas, M.S., Gharib, S.A. (Sina), Strachan, D.P. (David P.), Sin, D.D., Tobin, M.D. (Martin), London, S.J. (Stephanie J.), Hall, I.P. (Ian), Paré, P.D. (Peter), Obeidat, M. (Ma'en), Hao, K. (Ke), Bossé, Y. (Yohan), Nickle, D.C. (David), Nie, Y. (Yunlong), Postma, D.S. (Dirkje), Laviolette, M. (Michel), Sandford, A. (Andrew), Daley, D. (Denise), Hogg, J.C. (James), Elliott, W.M., Fishbane, N. (Nick), Timens, W. (Wim), Hysi, P.G. (Pirro), Kaprio, J. (Jaakko), Wilson, J.F. (James F), Hui, J. (Jennie), Rawal, R. (Rajesh), Schulz, H. (Holger), Stubbe, B. (Beate), Hayward, C. (Caroline), Polasek, O. (Ozren), Jarvelin, M.-R. (Marjo-Riitta), Zhao, J.H. (Jing Hua), Jarvis, D.L. (Deborah L.), Kähönen, M. (Mika), Franceschini, N. (Nora), North, K.E. (Kari), Loth, D.W. (Daan), Brusselle, G.G. (Guy), Smith, A.V. (Davey), Gudnason, V. (Vilmundur), Bartz, T.M. (Traci M.), Wilk, J.B. (Jemma), O'Connor, G.T. (George), Cassano, P.A. (Patricia), Tang, W. (Wenbo), Wain, L.V. (Louise), Artigas, M.S., Gharib, S.A. (Sina), Strachan, D.P. (David P.), Sin, D.D., Tobin, M.D. (Martin), London, S.J. (Stephanie J.), Hall, I.P. (Ian), and Paré, P.D. (Peter)
Abstract: Background: Lung function measures reflect the physiological state of the lung, and are essential to the diagnosis of chronic obstructive pulmonary disease (COPD). The SpiroMeta-CHARGE consortium undertook the largest genome-wide association study (GWAS) so far (n=48 201) for forced expiratory volume in 1 s (FEV1) and the ratio of FEV1 to forced vital capacity (FEV1/FVC) in
Published: 2015
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26. 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. (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), and Loos, R.J.F. (Ruth)
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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27. Meta-analysis of Genome-Wide Association Studies Identifies Novel Loci Associated With Optic Disc Morphology

Author: Springelkamp, H. (Henriët), Mishra, A. (Aniket), Hysi, P.G. (Pirro), Gharahkhani, P. (Puya), Höhn, R. (René), Khor, C.C., Cooke Bailey, J.N. (Jessica N.), Luo, X. (Xiaoyan), Ramdas, W.D. (Wishal), Vithana, E.N. (Eranga), Koh, V. (Victor), Yazar, S. (Seyhan), Xu, L. (Liang), Forward, H. (Hannah), Kearns, L.S. (Lisa S.), Amin, N. (Najaf), Iglesias González, A.I. (Adriana), Sim, K.S., Leeuwen, E.M. (Elisa) van, Demirkan, A. (Ayşe), Lee, S.J. (Sven) van der, Loon, S.-C. (Seng-Chee), Rivadeneira Ramirez, F. (Fernando), Nag, A. (Abhishek), Sanfilippo, P.G. (Paul G.), Schillert, A. (Arne), Jong, P.T.V.M. (Paulus) de, Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Hofman, A. (Albert), Zhou, T. (Tiger), Burdon, K.P. (Kathryn), Spector, T.D. (Timothy), Lackner, K.J. (Karl), Saw, S-M. (Seang-Mei), Vingerling, J.R. (Hans), Teo, Y.Y. (Yik Ying), Pasquale, L.R. (Louis), Wolfs, R.C.W. (Roger), Lemij, H.G. (Hans), Tai, E.S. (Shyong), Jonas, J.B. (Jost B.), Cheng, C-Y. (Ching-Yu), Aung, T. (Tin), Jansonius, N.M. (Nomdo), Klaver, C.C.W. (Caroline), Craig, J.E. (Jamie), Young, T.L. (Terri), Haines, J.L. (Jonathan), MacGregor, S. (Stuart), Mackey, D.A. (David), Pfeiffer, A.F.H. (Andreas), Wong, T.Y. (Tien Yin), Wiggs, J.L. (Janey), Hewit, A.W. (Alex), Duijn, C.M. (Cornelia) van, Hammond, C.J. (Christopher), Springelkamp, H. (Henriët), Mishra, A. (Aniket), Hysi, P.G. (Pirro), Gharahkhani, P. (Puya), Höhn, R. (René), Khor, C.C., Cooke Bailey, J.N. (Jessica N.), Luo, X. (Xiaoyan), Ramdas, W.D. (Wishal), Vithana, E.N. (Eranga), Koh, V. (Victor), Yazar, S. (Seyhan), Xu, L. (Liang), Forward, H. (Hannah), Kearns, L.S. (Lisa S.), Amin, N. (Najaf), Iglesias González, A.I. (Adriana), Sim, K.S., Leeuwen, E.M. (Elisa) van, Demirkan, A. (Ayşe), Lee, S.J. (Sven) van der, Loon, S.-C. (Seng-Chee), Rivadeneira Ramirez, F. (Fernando), Nag, A. (Abhishek), Sanfilippo, P.G. (Paul G.), Schillert, A. (Arne), Jong, P.T.V.M. (Paulus) de, Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Hofman, A. (Albert), Zhou, T. (Tiger), Burdon, K.P. (Kathryn), Spector, T.D. (Timothy), Lackner, K.J. (Karl), Saw, S-M. (Seang-Mei), Vingerling, J.R. (Hans), Teo, Y.Y. (Yik Ying), Pasquale, L.R. (Louis), Wolfs, R.C.W. (Roger), Lemij, H.G. (Hans), Tai, E.S. (Shyong), Jonas, J.B. (Jost B.), Cheng, C-Y. (Ching-Yu), Aung, T. (Tin), Jansonius, N.M. (Nomdo), Klaver, C.C.W. (Caroline), Craig, J.E. (Jamie), Young, T.L. (Terri), Haines, J.L. (Jonathan), MacGregor, S. (Stuart), Mackey, D.A. (David), Pfeiffer, A.F.H. (Andreas), Wong, T.Y. (Tien Yin), Wiggs, J.L. (Janey), Hewit, A.W. (Alex), Duijn, C.M. (Cornelia) van, and Hammond, C.J. (Christopher)
Abstract: Primary open-angle glaucoma is the most common optic neuropathy and an important cause of irreversible blindness worldwide. The optic nerve head or optic disc is divided in two parts: a central cup (without nerve fibers) surrounded by the neuroretinal rim (containing axons of the retinal ganglion cells). The International Glaucoma Genetics Consortium conducted a meta-analysis of genome-wide association studies consisting of 17,248 individuals of European ancestry and 6,841 individuals of Asian ancestry. The outcomes of the genome-wide association studies were disc area and cup area. These specific measurements describe optic nerve morphology in another way than the vertical cup-disc ratio, which is a clinically used measurement, and may shed
Published: 2015
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28. APLP2 Regulates Refractive Error and Myopia Development in Mice and Humans

Author: Tkatchenko, A.V. (Andrei V.), Tkatchenko, T.V. (Tatiana V.), Guggenheim, J. (Jean), Verhoeven, V.J.M. (Virginie), Hysi, P.G. (Pirro), Wojciechowski, R. (Robert), Singh, P.K. (Pawan Kumar), Kumar, A. (Ashok), Thinakaran, G. (Gopal), Williams, C. (Cathy), Tkatchenko, A.V. (Andrei V.), Tkatchenko, T.V. (Tatiana V.), Guggenheim, J. (Jean), Verhoeven, V.J.M. (Virginie), Hysi, P.G. (Pirro), Wojciechowski, R. (Robert), Singh, P.K. (Pawan Kumar), Kumar, A. (Ashok), Thinakaran, G. (Gopal), and Williams, C. (Cathy)
Abstract: Myopia is the most common vision disorder and the leading cause of visual impairment worldwide. However, gene variants identified to date explain less than 10% of the variance in refractive error, leaving the majority of heritability unexplained (“missing heritability”). Previously, we reported that expression of APLP2 was strongly associated with myopia in a primate model. Here, we found that low-frequency variants near the 5’-end of APLP2 were associated with refractive error in a prospective UK birth cohort (n = 3,819 children; top SNP rs188663068, p = 5.0 × 10−4) and a CREAM consortium panel (n = 45,756 adults; top SNP rs7127037, p = 6.6 × 10−3). These variants showed evidence of differential effect on childhood longitudinal refractive error trajectories depending on time spent reading (gene x time spent reading x age interaction, p = 4.0 × 10−3). Furthermore, Aplp2 knockout mice developed high degrees of hyperopia (+11.5 ± 2.2 D, p < 1.0 × 10−4) compared to both heterozygous (-0.8 ± 2.0 D, p < 1.0 × 10−4) and wild-type (+0.3 ± 2.2 D, p < 1.0 × 10−4) littermates and exhibited a dose-dependent reduction in susceptibility to environmentally induced myopia (F(2, 33) = 191.0, p < 1.0 × 10−4). This phenotype was associated with reduced contrast sensitivity (F(12, 120) = 3.6, p = 1.5 × 10−4) and changes in the electrophysiological properties of retinal amacrine cells, which expressed Aplp2. This work identifies APLP2 as one of the “missing” myopia genes, demonstrating the importance of a low-frequency gene variant in the development of human myopia. It also demonstrates an important role for APLP2 in refractive development in mice and humans, suggesting a high leve
Published: 2015
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29. Genome-wide association study for refractive astigmatism reveals genetic co-determination with spherical equivalent refractive error: the CREAM consortium

Author: Li, Q. (Qing), Wojciechowski, R. (Robert), Simpson, C.L. (Claire), Hysi, P.G. (Pirro), Verhoeven, V.J.M. (Virginie), Ikram, M.K. (Kamran), Höhn, R. (René), Vitart, V. (Veronique), Hewit, A.W. (Alex), Oexle, K. (Konrad), Makela, K.M. (Kari Matti), MacGregor, S. (Stuart), Pirastu, M. (Mario), Fan, Q. (Qiao), Cheng, C-Y. (Ching-Yu), St Pourcain, B. (Beate), Mcmahon, G. (George), Kemp, J.P. (John), Northstone, K. (Kate), Rahi, J.S. (Jugnoo), Cumberland, P. (Phillippa), Martin, N.G. (Nicholas), Sanfilippo, P.G. (Paul G.), Lu, Y. (Yi), Wang, Y. (Ying), Hayward, C. (Caroline), Polasek, O. (Ozren), Campbell, H. (Harry), Bencic, G. (Goran), Wright, A. (Alan), Wedenoja, J. (Juho), Zeller, T. (Tanja), Schillert, A. (Arne), Mirshahi, A. (Alireza), Lackner, K.J. (Karl), Yip, S.P. (Shea Ping), Yap, M.K.H. (Maurice K. H.), Ried, J.S. (Janina), Gieger, C. (Christian), Murgia, D. (Daniela), Wilson, J.F. (James F), Fleck, B.W. (Brian W.), Yazar, S. (Seyhan), Vingerling, J.R. (Hans), Hofman, A. (Albert), Uitterlinden, A.G. (André), Rivadeneira Ramirez, F. (Fernando), Amin, N. (Najaf), Karssen, L.C. (Lennart), Oostra, B.A. (Ben), Zhou, X. (Xin), Teo, Y.Y. (Yik Ying), Tai, E.S. (Shyong), Vithana, E.N. (Eranga), Barathi, V.A. (Veluchamy), Zheng, Y. (Yingfeng), Siantar, R. (Rosalynn), Neelam, K. (Kumari), Shin, Y. (Youchan), Lam, J. (Janice), Yonova-Doing, E. (Ekaterina), Venturini, C. (Cristina), Hosseini, S.M. (S Mohsen), Wong, H.-S. (Hoi-Suen), Lehtimäki, T. (Terho), Kähönen, M. (Mika), Raitakari, O. (Olli), Timpson, N.J. (Nicholas), Evans, D.M. (David M.), Khor, C.C., Aung, T. (Tin), Young, T.L. (Terri), Mitchell, P. (Paul), Klein, B.E.K. (Barbara), Duijn, C.M. (Cornelia) van, Meitinger, T. (Thomas), Jonas, J.B. (Jost B.), Baird, P.N. (Paul), Mackey, D.A. (David), Wong, T.Y. (Tien Yin), Saw, S-M. (Seang-Mei), Pärssinen, O. (Olavi), Stambolian, D.E. (Dwight), Hammond, C.J. (Christopher), Klaver, C.C.W. (Caroline), Williams, C. (Cathy), Paterson, A.D. (Andrew), Bailey-Wilson, J.E. (Joan E.), Guggenheim, J. (Jean), Li, Q. (Qing), Wojciechowski, R. (Robert), Simpson, C.L. (Claire), Hysi, P.G. (Pirro), Verhoeven, V.J.M. (Virginie), Ikram, M.K. (Kamran), Höhn, R. (René), Vitart, V. (Veronique), Hewit, A.W. (Alex), Oexle, K. (Konrad), Makela, K.M. (Kari Matti), MacGregor, S. (Stuart), Pirastu, M. (Mario), Fan, Q. (Qiao), Cheng, C-Y. (Ching-Yu), St Pourcain, B. (Beate), Mcmahon, G. (George), Kemp, J.P. (John), Northstone, K. (Kate), Rahi, J.S. (Jugnoo), Cumberland, P. (Phillippa), Martin, N.G. (Nicholas), Sanfilippo, P.G. (Paul G.), Lu, Y. (Yi), Wang, Y. (Ying), Hayward, C. (Caroline), Polasek, O. (Ozren), Campbell, H. (Harry), Bencic, G. (Goran), Wright, A. (Alan), Wedenoja, J. (Juho), Zeller, T. (Tanja), Schillert, A. (Arne), Mirshahi, A. (Alireza), Lackner, K.J. (Karl), Yip, S.P. (Shea Ping), Yap, M.K.H. (Maurice K. H.), Ried, J.S. (Janina), Gieger, C. (Christian), Murgia, D. (Daniela), Wilson, J.F. (James F), Fleck, B.W. (Brian W.), Yazar, S. (Seyhan), Vingerling, J.R. (Hans), Hofman, A. (Albert), Uitterlinden, A.G. (André), Rivadeneira Ramirez, F. (Fernando), Amin, N. (Najaf), Karssen, L.C. (Lennart), Oostra, B.A. (Ben), Zhou, X. (Xin), Teo, Y.Y. (Yik Ying), Tai, E.S. (Shyong), Vithana, E.N. (Eranga), Barathi, V.A. (Veluchamy), Zheng, Y. (Yingfeng), Siantar, R. (Rosalynn), Neelam, K. (Kumari), Shin, Y. (Youchan), Lam, J. (Janice), Yonova-Doing, E. (Ekaterina), Venturini, C. (Cristina), Hosseini, S.M. (S Mohsen), Wong, H.-S. (Hoi-Suen), Lehtimäki, T. (Terho), Kähönen, M. (Mika), Raitakari, O. (Olli), Timpson, N.J. (Nicholas), Evans, D.M. (David M.), Khor, C.C., Aung, T. (Tin), Young, T.L. (Terri), Mitchell, P. (Paul), Klein, B.E.K. (Barbara), Duijn, C.M. (Cornelia) van, Meitinger, T. (Thomas), Jonas, J.B. (Jost B.), Baird, P.N. (Paul), Mackey, D.A. (David), Wong, T.Y. (Tien Yin), Saw, S-M. (Seang-Mei), Pärssinen, O. (Olavi), Stambolian, D.E. (Dwight), Hammond, C.J. (Christopher), Klaver, C.C.W. (Caroline), Williams, C. (Cathy), Paterson, A.D. (Andrew), Bailey-Wilson, J.E. (Joan E.), and Guggenheim, J. (Jean)
Abstract: To identify genetic variants associated with refractive astigmatism in the general population, meta-analyses of genome-wide association studies were performed for: White Europeans aged at least 25 years (20 cohorts, N = 31,968); Asian subjects aged at least 25 years (7 cohorts, N = 9,295); White Europeans aged <25 years (4 cohorts, N = 5,640); and all independent individuals from the above three samples combined with a sample of Chinese subjects aged <25 years (N = 45,931). Participants were classified as cases with refractive astigmatism if the average cylinder power in their two eyes was at least 1.00 diopter and as controls otherwise. Genome-wide association analysis was carried out for each cohort separately using logistic regression. Meta-analysis was conducted using a fixed effects model. In the older European group the most strongly associated marker was downstream of the neurexin-1 (NRXN1) gene (rs1401327, P = 3.92E−8). No other region reached genome-wide significance, and association signals were lower for the younger European group and Asian group. In the meta-analysis of all cohorts, no marker reached genome-wide significance: The most strongly associated regions were, NRXN1 (rs1401327, P = 2.93E−07), TOX (rs7823467, P = 3.47E−07) and LINC00340 (rs12212674, P = 1.49E−06). For 34 markers identified in prior GWAS for spherical equivalent refractive error, the beta coefficients for genotype versus spherical
Published: 2015
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30. Increasing Prevalence of Myopia in Europe and the Impact of Education

Author: Williams, K.M. (Katie M.), Bertelsen, G. (Geir), Cumberland, P. (Phillippa), Wolfram, C. (Christian), Verhoeven, V.J.M. (Virginie), Anastasopoulos, E. (Eleftherios), Buitendijk, G.H.S. (Gabrielle), Cougnard-Grégoire, A. (Audrey), Creuzot-Garcher, C. (Catherine), Erke, M.G. (Maja Gran), Hogg, R. (Ruth), Höhn, R. (René), Hysi, P.G. (Pirro), Khawaja, A.P. (Anthony P.), Korobelnik, J.-F. (Jean-François), Ried, J.S. (Janina), Vingerling, J.R. (Hans), Bron, A. (Alain), Dartigues, J.-F. (Jean-François), Fletcher, A. (Astrid), Hofman, A. (Albert), Kuijpers, R.W.A.M. (Robert), Luben, R.N. (Robert N.), Oxele, K. (Konrad), Topouzis, F. (Fotis), Von Hanno, T. (Therese), Mirshahi, A. (Alireza), Foster, P.J. (Paul J.), Duijn, C.M. (Cornelia) van, Pfeiffer, A.F.H. (Andreas), Delcourt, C. (Cécile), Klaver, C.C.W. (Caroline), Rahi, J.S. (Jugnoo), Hammond, C.J. (Christopher), Williams, K.M. (Katie M.), Bertelsen, G. (Geir), Cumberland, P. (Phillippa), Wolfram, C. (Christian), Verhoeven, V.J.M. (Virginie), Anastasopoulos, E. (Eleftherios), Buitendijk, G.H.S. (Gabrielle), Cougnard-Grégoire, A. (Audrey), Creuzot-Garcher, C. (Catherine), Erke, M.G. (Maja Gran), Hogg, R. (Ruth), Höhn, R. (René), Hysi, P.G. (Pirro), Khawaja, A.P. (Anthony P.), Korobelnik, J.-F. (Jean-François), Ried, J.S. (Janina), Vingerling, J.R. (Hans), Bron, A. (Alain), Dartigues, J.-F. (Jean-François), Fletcher, A. (Astrid), Hofman, A. (Albert), Kuijpers, R.W.A.M. (Robert), Luben, R.N. (Robert N.), Oxele, K. (Konrad), Topouzis, F. (Fotis), Von Hanno, T. (Therese), Mirshahi, A. (Alireza), Foster, P.J. (Paul J.), Duijn, C.M. (Cornelia) van, Pfeiffer, A.F.H. (Andreas), Delcourt, C. (Cécile), Klaver, C.C.W. (Caroline), Rahi, J.S. (Jugnoo), and Hammond, C.J. (Christopher)
Abstract: Purpose To investigate whether myopia is becoming more common across Europe and explore whether increasing education levels, an important environmental risk factor for myopia, might explain any temporal trend. Design Meta-analysis of population-based, cross-sectional studies from the European Eye Epidemiology (E3) Consortium. Participants The E3 Consortium is a collaborative network of epidemiological studies of common eye diseases in adults across Europe. Refractive data were available for 61 946 participants from 15 population-based studies performed between 1990 and 2013; participants had a range of median ages from 44 to 78 years. Methods Noncycloplegic refraction, year of birth, and highest educational level achieved were obtained for all participants. Myopia was defined as a mean spherical equivalent ≤-0.75 diopters. A random-effects meta-analysis of age-specific myopia prevalence was performed, with sequential analyses stratified by year of birth and highest level of educational attainment. Main Outcome Measures Variation in age-specific myopia prevalence for differing years of birth and educational level. Results There was a significant cohort effect for increasing myopia prevalence across more recent birth decades; age-standardized myopia prevalence increased from 17.8% (95% confidence interval [CI], 17.6-18.1) to 23.5% (95% CI, 23.2-23.7) in those born between 1910 and 1939 compared with 1940 and 1979 (P = 0.03). Education was significantly associated with myopia; for those completing primary, secondary, and higher education, the age-standardized prevalences were 25.4% (CI, 25.0-25.8), 29.1% (CI, 28.8-29.5), and 36.6% (CI, 36.1-37.2), respectively. Although more recent birth cohorts were more educated, this did not fully explain the cohort effect. Compared with the reference risk of participants born in the 1920s with only primary education, higher education or being born in the 1960s doubled the myopia prevalence ratio-2.43 (CI, 1.26
Published: 2015
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31. 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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32. Genetics of skin color variation in Europeans: genome-wide association studies with functional follow-up

Author: Liu, F. (Fan), Visser, M. (Mijke), Duffy, D.L. (David), Hysi, P.G. (Pirro), Jacobs, L.C. (Leonie), Lao Grueso, O. (Oscar), Zhong, K. (Kaiyin), Walsh, S. (Susan), Chaitanya, L.C. (Lakshmi), Wollstein, A. (Andreas), Zhu, G. (Gu), Montgomery, G.W. (Grant), Henders, A.K. (Anjali), Mangino, M. (Massimo), Glass, D. (Daniel), Bataille, V. (Veronique), Sturm, R.A. (Richard A.), Rivadeneira Ramirez, F. (Fernando), Hofman, A. (Albert), IJcken, W.F.J. (Wilfred) van, Uitterlinden, A.G. (André), Palstra, R.-J.T.S. (Robert-Jan), Spector, T.D. (Timothy), Martin, N.G. (Nicholas), Nijsten, T.E.C. (Tamar), Kayser, M.H. (Manfred), Liu, F. (Fan), Visser, M. (Mijke), Duffy, D.L. (David), Hysi, P.G. (Pirro), Jacobs, L.C. (Leonie), Lao Grueso, O. (Oscar), Zhong, K. (Kaiyin), Walsh, S. (Susan), Chaitanya, L.C. (Lakshmi), Wollstein, A. (Andreas), Zhu, G. (Gu), Montgomery, G.W. (Grant), Henders, A.K. (Anjali), Mangino, M. (Massimo), Glass, D. (Daniel), Bataille, V. (Veronique), Sturm, R.A. (Richard A.), Rivadeneira Ramirez, F. (Fernando), Hofman, A. (Albert), IJcken, W.F.J. (Wilfred) van, Uitterlinden, A.G. (André), Palstra, R.-J.T.S. (Robert-Jan), Spector, T.D. (Timothy), Martin, N.G. (Nicholas), Nijsten, T.E.C. (Tamar), and Kayser, M.H. (Manfred)
Abstract: In the International Visible Trait Genetics (VisiGen) Consortium, we investigated the genetics of human skin color by combining a series of genome-wide association studies (GWAS) in a total of 17,262 Europeans with functional follow-up of discovered loci. Our GWAS provide the first genome-wide significant evidence for chromosome 20q11.22 harboring the ASIP gene being explicitly associated with skin color in Europeans. In addition, genomic loci at 5p13.2 (SLC45A2), 6p25.3 (IRF4), 15q13.1 (HERC2/OCA2), and 16q24.3 (MC1R) were confirmed to be involved in skin coloration in Europeans. In follow-up gene expression and regulation studies of 22 genes in 20q11.22, we highlighted two novel genes EIF2S2 and GSS, serving as competing functional candidates in this region and providing future research lines. A genetically inferred skin color score obtained from the 9 top-associated SNPs from 9 genes in 940 worldwide samples (HGDP-CEPH) showed a clear gradual pattern in Western Eurasians similar to the distribution of physical skin color, suggesting the used 9 SNPs as suitable markers for DNA prediction of skin color in Europeans and neighboring populations, relevant in future forensic and anthropological investigations.
Published: 2015
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33. 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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34. Genome-wide association analysis identifies six new loci associated with forced vital capacity

Author: Loth, D.W. (Daan), Artigas, M.S., Gharib, S.A. (Sina), Wain, L.V. (Louise), Franceschini, N. (Nora), Koch, B. (Beate), Pottinger, T.D. (Tess), Smith, A.V. (Davey), Duan, Q. (Qing), Oldmeadow, C. (Christopher), Lee, M.K. (Mi Kyeong), Strachan, D.P. (David), James, A.L. (Alan), Huffman, J.E. (Jennifer), Vitart, V. (Veronique), Ramasamy, A. (Adaikalavan), Wareham, N.J. (Nick), Kaprio, J. (Jaakko), Wang, X.-Q. (Xin-Qun), Trochet, H. (Holly), Kähönen, M. (Mika), Flexeder, C. (Claudia), Albrecht, E. (Eva), Lopez, L.M. (Lorna), Thyagarajan, B. (Bharat), Alves, A.C. (Alexessander Couto), Enroth, S. (Stefan), Omenaas, E. (Ernst), Joshi, P.K. (Peter), Fall, M. (Magnus), Viñuela, A. (Ana), Launer, L.J. (Lenore), Loehr, L.R. (Laura), Fornage, M. (Myriam), Li, G. (Guo), Wilk, J.B. (Jemma), Tang, W. (Wenbo), Manichaikul, A. (Ani), Lahousse, L. (Lies), Harris, T.B. (Tamara), North, K.E. (Kari), Rudnicka, A.R. (Alicja), Hui, J. (Jennie), Gu, X. (Xiangjun), Lumley, T. (Thomas), Wright, A.F. (Alan), Hastie, N. (Nick), Campbell, S. (Susan), Kumar, R. (Rajesh), Pin, I. (Isabelle), Scott, R.A. (Robert), Pietilainen, K.H. (Kirsi Hannele), Surakka, I. (Ida), Liu, Y. (YongMei), Holliday, E.G. (Elizabeth), Schulz, H. (Holger), Heinrich, J. (Joachim), Davies, G. (Gail), Vonk, J.M. (Judith), Wojczynski, M.K. (Mary ), Pouta, A. (Anneli), Johansson, A. (Åsa), Wild, S.H. (Sarah), Ingelsson, E. (Erik), Rivadeneira Ramirez, F. (Fernando), Völzke, H. (Henry), Hysi, P.G. (Pirro), Eiriksdottir, G. (Gudny), Morrison, A.C. (Alanna), Rotter, J.I. (Jerome), Gao, W. (Wei), Postma, D.S. (Dirkje), White, W.B. (Wendy), Rich, S.S. (Stephen), Hofman, A. (Albert), Aspelund, T. (Thor), Couper, D. (David), Smith, L.J. (Lewis), Psaty, B.M. (Bruce), Lohman, K. (Kurt), Burchard, E.G. (Esteban), Uitterlinden, A.G. (André), Garcia, M. (Melissa), Joubert, B.R. (Bonnie), McArdle, W.L. (Wendy), Musk, A.W. (Arthur), Hansel, C.R.W. (Christian), Heckbert, S.R. (Susan), Zgaga, L. (Lina), Meurs, J.B.J. (Joyce) van, Navarro, P. (Pau), Rudan, I. (Igor), Oh, Y.-M. (Yeon-Mok), Redline, S. (Susan), Jarvis, D.L. (Deborah), Zhao, J.H. (Jing Hua), Rantanen, T. (Taina), O'Connor, G.T. (George), Ripatti, S. (Samuli), Scott, R.J. (Rodney), Karrasch, S. (Stefan), Grallert, H. (Harald), Gaddis, N.C. (Nathan), Starr, J.M. (John), Wijmenga, C. (Cisca), Minster, R.L. (Ryan), Lederer, C.W. (Carsten), Pekkanen, J. (Juha), Gyllensten, U. (Ulf), Campbell, H. (Harry), Morris, A.P. (Andrew), Gläser, S. (Sven), Hammond, C.J. (Christopher), Burkart, K.M. (Kristin), Beilby, J.P. (John), Kritchevsky, S.B. (Stephen), Gudnason, V. (Vilmundur), Hancock, D.B. (Dana), Williams, O.D. (Dale), Polasek, O. (Ozren), Zemunik, T. (Tatijana), Kolcic, I. (Ivana), Petrini, M.F. (Marcy), Jong, K.T. (Kim) de, Wjst, M. (Matthias), Kim, W.H. (Woo), Porteous, D.J. (David J.), Scotland, G. (Generation), Smith, B.H. (Blair), Viljanen, A. (Anne), Heliovaara, M. (Markku), Attia, J. (John), Sayers, I. (Ian), Hampel, R. (Regina), Gieger, C. (Christian), Deary, I.J. (Ian), Boezen, H.M. (Marike), Newman, A.B. (Anne), Jarvelin, M.-R. (Marjo-Riitta), Wilson, J.F. (James), Lind, L. (Lars), Stricker, B.H.Ch. (Bruno), Teumer, A. (Alexander), Spector, T.D. (Timothy), Melén, E. (Erik), Peters, M.J. (Marjolein), Lange, L.A. (Leslie), Barr, R.G. (Graham), Bracke, K.R. (Ken), Verhamme, F.M. (Fien), Sung, J. (Joohon), Hiemstra, P.S. (Pieter), Cassano, P.A. (Patricia), Sood, A. (Akshay), Hayward, C. (Caroline), Dupuis, J. (Josée), Hall, I.P. (Ian), Brusselle, G.G. (Guy), Tobin, M.D. (Martin), London, S.J. (Stephanie), Loth, D.W. (Daan), Artigas, M.S., Gharib, S.A. (Sina), Wain, L.V. (Louise), Franceschini, N. (Nora), Koch, B. (Beate), Pottinger, T.D. (Tess), Smith, A.V. (Davey), Duan, Q. (Qing), Oldmeadow, C. (Christopher), Lee, M.K. (Mi Kyeong), Strachan, D.P. (David), James, A.L. (Alan), Huffman, J.E. (Jennifer), Vitart, V. (Veronique), Ramasamy, A. (Adaikalavan), Wareham, N.J. (Nick), Kaprio, J. (Jaakko), Wang, X.-Q. (Xin-Qun), Trochet, H. (Holly), Kähönen, M. (Mika), Flexeder, C. (Claudia), Albrecht, E. (Eva), Lopez, L.M. (Lorna), Thyagarajan, B. (Bharat), Alves, A.C. (Alexessander Couto), Enroth, S. (Stefan), Omenaas, E. (Ernst), Joshi, P.K. (Peter), Fall, M. (Magnus), Viñuela, A. (Ana), Launer, L.J. (Lenore), Loehr, L.R. (Laura), Fornage, M. (Myriam), Li, G. (Guo), Wilk, J.B. (Jemma), Tang, W. (Wenbo), Manichaikul, A. (Ani), Lahousse, L. (Lies), Harris, T.B. (Tamara), North, K.E. (Kari), Rudnicka, A.R. (Alicja), Hui, J. (Jennie), Gu, X. (Xiangjun), Lumley, T. (Thomas), Wright, A.F. (Alan), Hastie, N. (Nick), Campbell, S. (Susan), Kumar, R. (Rajesh), Pin, I. (Isabelle), Scott, R.A. (Robert), Pietilainen, K.H. (Kirsi Hannele), Surakka, I. (Ida), Liu, Y. (YongMei), Holliday, E.G. (Elizabeth), Schulz, H. (Holger), Heinrich, J. (Joachim), Davies, G. (Gail), Vonk, J.M. (Judith), Wojczynski, M.K. (Mary ), Pouta, A. (Anneli), Johansson, A. (Åsa), Wild, S.H. (Sarah), Ingelsson, E. (Erik), Rivadeneira Ramirez, F. (Fernando), Völzke, H. (Henry), Hysi, P.G. (Pirro), Eiriksdottir, G. (Gudny), Morrison, A.C. (Alanna), Rotter, J.I. (Jerome), Gao, W. (Wei), Postma, D.S. (Dirkje), White, W.B. (Wendy), Rich, S.S. (Stephen), Hofman, A. (Albert), Aspelund, T. (Thor), Couper, D. (David), Smith, L.J. (Lewis), Psaty, B.M. (Bruce), Lohman, K. (Kurt), Burchard, E.G. (Esteban), Uitterlinden, A.G. (André), Garcia, M. (Melissa), Joubert, B.R. (Bonnie), McArdle, W.L. (Wendy), Musk, A.W. (Arthur), Hansel, C.R.W. (Christian), Heckbert, S.R. (Susan), Zgaga, L. (Lina), Meurs, J.B.J. (Joyce) van, Navarro, P. (Pau), Rudan, I. (Igor), Oh, Y.-M. (Yeon-Mok), Redline, S. (Susan), Jarvis, D.L. (Deborah), Zhao, J.H. (Jing Hua), Rantanen, T. (Taina), O'Connor, G.T. (George), Ripatti, S. (Samuli), Scott, R.J. (Rodney), Karrasch, S. (Stefan), Grallert, H. (Harald), Gaddis, N.C. (Nathan), Starr, J.M. (John), Wijmenga, C. (Cisca), Minster, R.L. (Ryan), Lederer, C.W. (Carsten), Pekkanen, J. (Juha), Gyllensten, U. (Ulf), Campbell, H. (Harry), Morris, A.P. (Andrew), Gläser, S. (Sven), Hammond, C.J. (Christopher), Burkart, K.M. (Kristin), Beilby, J.P. (John), Kritchevsky, S.B. (Stephen), Gudnason, V. (Vilmundur), Hancock, D.B. (Dana), Williams, O.D. (Dale), Polasek, O. (Ozren), Zemunik, T. (Tatijana), Kolcic, I. (Ivana), Petrini, M.F. (Marcy), Jong, K.T. (Kim) de, Wjst, M. (Matthias), Kim, W.H. (Woo), Porteous, D.J. (David J.), Scotland, G. (Generation), Smith, B.H. (Blair), Viljanen, A. (Anne), Heliovaara, M. (Markku), Attia, J. (John), Sayers, I. (Ian), Hampel, R. (Regina), Gieger, C. (Christian), Deary, I.J. (Ian), Boezen, H.M. (Marike), Newman, A.B. (Anne), Jarvelin, M.-R. (Marjo-Riitta), Wilson, J.F. (James), Lind, L. (Lars), Stricker, B.H.Ch. (Bruno), Teumer, A. (Alexander), Spector, T.D. (Timothy), Melén, E. (Erik), Peters, M.J. (Marjolein), Lange, L.A. (Leslie), Barr, R.G. (Graham), Bracke, K.R. (Ken), Verhamme, F.M. (Fien), Sung, J. (Joohon), Hiemstra, P.S. (Pieter), Cassano, P.A. (Patricia), Sood, A. (Akshay), Hayward, C. (Caroline), Dupuis, J. (Josée), Hall, I.P. (Ian), Brusselle, G.G. (Guy), Tobin, M.D. (Martin), and London, S.J. (Stephanie)
Abstract: Forced vital capacity (FVC), a spirometric measure of pulmonary function, reflects lung volume and is used to diagnose and monitor lung diseases. We performed genome-wide association study meta-analysis of FVC in 52,253 individuals from 26 studies and followed up the top associations in 32,917 additional individuals of European ancestry. We found six new regions associated at genome-wide significance (P < 5 × 10-8) with FVC in or near EFEMP1, BMP6, MIR129-2-HSD17B12, PRDM11, WWOX and KCNJ2. Two loci previously associated with spirometric measures (GSTCD and PTCH1) were related to FVC. Newly implicated regions were followed up in samples from African-American, Korean, Chinese and Hispanic individuals. We detected transcripts for all six newly implicated genes in human lung tissue. The new loci may inform mechanisms involved in lung development and the pathogenesis of restrictive lung disease.
Published: 2014
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35. Genome-wide association analysis identifies six new loci associated with forced vital capacity

Author: Loth, D.W. (Daan), Artigas, M.S., Gharib, S.A. (Sina), Wain, L.V. (Louise), Franceschini, N. (Nora), Koch, B. (Beate), Pottinger, T.D. (Tess), Smith, A.V. (Davey), Duan, Q. (Qing), Oldmeadow, C. (Christopher), Lee, M.K. (Mi Kyeong), Strachan, D.P. (David), James, A.L. (Alan), Huffman, J.E. (Jennifer), Vitart, V. (Veronique), Ramasamy, A. (Adaikalavan), Wareham, N.J. (Nick), Kaprio, J. (Jaakko), Wang, X.-Q. (Xin-Qun), Trochet, H. (Holly), Kähönen, M. (Mika), Flexeder, C. (Claudia), Albrecht, E. (Eva), Lopez, L.M. (Lorna), Thyagarajan, B. (Bharat), Alves, A.C. (Alexessander Couto), Enroth, S. (Stefan), Omenaas, E. (Ernst), Joshi, P.K. (Peter), Fall, M. (Magnus), Viñuela, A. (Ana), Launer, L.J. (Lenore), Loehr, L.R. (Laura), Fornage, M. (Myriam), Li, G. (Guo), Wilk, J.B. (Jemma), Tang, W. (Wenbo), Manichaikul, A. (Ani), Lahousse, L. (Lies), Harris, T.B. (Tamara), North, K.E. (Kari), Rudnicka, A.R. (Alicja), Hui, J. (Jennie), Gu, X. (Xiangjun), Lumley, T. (Thomas), Wright, A.F. (Alan), Hastie, N. (Nick), Campbell, S. (Susan), Kumar, R. (Rajesh), Pin, I. (Isabelle), Scott, R.A. (Robert), Pietilainen, K.H. (Kirsi Hannele), Surakka, I. (Ida), Liu, Y. (YongMei), Holliday, E.G. (Elizabeth), Schulz, H. (Holger), Heinrich, J. (Joachim), Davies, G. (Gail), Vonk, J.M. (Judith), Wojczynski, M.K. (Mary ), Pouta, A. (Anneli), Johansson, A. (Åsa), Wild, S.H. (Sarah), Ingelsson, E. (Erik), Rivadeneira Ramirez, F. (Fernando), Völzke, H. (Henry), Hysi, P.G. (Pirro), Eiriksdottir, G. (Gudny), Morrison, A.C. (Alanna), Rotter, J.I. (Jerome), Gao, W. (Wei), Postma, D.S. (Dirkje), White, W.B. (Wendy), Rich, S.S. (Stephen), Hofman, A. (Albert), Aspelund, T. (Thor), Couper, D. (David), Smith, L.J. (Lewis), Psaty, B.M. (Bruce), Lohman, K. (Kurt), Burchard, E.G. (Esteban), Uitterlinden, A.G. (André), Garcia, M. (Melissa), Joubert, B.R. (Bonnie), McArdle, W.L. (Wendy), Musk, A.W. (Arthur), Hansel, C.R.W. (Christian), Heckbert, S.R. (Susan), Zgaga, L. (Lina), Meurs, J.B.J. (Joyce) van, Navarro, P. (Pau), Rudan, I. (Igor), Oh, Y.-M. (Yeon-Mok), Redline, S. (Susan), Jarvis, D.L. (Deborah), Zhao, J.H. (Jing Hua), Rantanen, T. (Taina), O'Connor, G.T. (George), Ripatti, S. (Samuli), Scott, R.J. (Rodney), Karrasch, S. (Stefan), Grallert, H. (Harald), Gaddis, N.C. (Nathan), Starr, J.M. (John), Wijmenga, C. (Cisca), Minster, R.L. (Ryan), Lederer, C.W. (Carsten), Pekkanen, J. (Juha), Gyllensten, U. (Ulf), Campbell, H. (Harry), Morris, A.P. (Andrew), Gläser, S. (Sven), Hammond, C.J. (Christopher), Burkart, K.M. (Kristin), Beilby, J.P. (John), Kritchevsky, S.B. (Stephen), Gudnason, V. (Vilmundur), Hancock, D.B. (Dana), Williams, O.D. (Dale), Polasek, O. (Ozren), Zemunik, T. (Tatijana), Kolcic, I. (Ivana), Petrini, M.F. (Marcy), Jong, K.T. (Kim) de, Wjst, M. (Matthias), Kim, W.H. (Woo), Porteous, D.J. (David J.), Scotland, G. (Generation), Smith, B.H. (Blair), Viljanen, A. (Anne), Heliovaara, M. (Markku), Attia, J. (John), Sayers, I. (Ian), Hampel, R. (Regina), Gieger, C. (Christian), Deary, I.J. (Ian), Boezen, H.M. (Marike), Newman, A.B. (Anne), Jarvelin, M.-R. (Marjo-Riitta), Wilson, J.F. (James), Lind, L. (Lars), Stricker, B.H.Ch. (Bruno), Teumer, A. (Alexander), Spector, T.D. (Timothy), Melén, E. (Erik), Peters, M.J. (Marjolein), Lange, L.A. (Leslie), Barr, R.G. (Graham), Bracke, K.R. (Ken), Verhamme, F.M. (Fien), Sung, J. (Joohon), Hiemstra, P.S. (Pieter), Cassano, P.A. (Patricia), Sood, A. (Akshay), Hayward, C. (Caroline), Dupuis, J. (Josée), Hall, I.P. (Ian), Brusselle, G.G. (Guy), Tobin, M.D. (Martin), London, S.J. (Stephanie), Loth, D.W. (Daan), Artigas, M.S., Gharib, S.A. (Sina), Wain, L.V. (Louise), Franceschini, N. (Nora), Koch, B. (Beate), Pottinger, T.D. (Tess), Smith, A.V. (Davey), Duan, Q. (Qing), Oldmeadow, C. (Christopher), Lee, M.K. (Mi Kyeong), Strachan, D.P. (David), James, A.L. (Alan), Huffman, J.E. (Jennifer), Vitart, V. (Veronique), Ramasamy, A. (Adaikalavan), Wareham, N.J. (Nick), Kaprio, J. (Jaakko), Wang, X.-Q. (Xin-Qun), Trochet, H. (Holly), Kähönen, M. (Mika), Flexeder, C. (Claudia), Albrecht, E. (Eva), Lopez, L.M. (Lorna), Thyagarajan, B. (Bharat), Alves, A.C. (Alexessander Couto), Enroth, S. (Stefan), Omenaas, E. (Ernst), Joshi, P.K. (Peter), Fall, M. (Magnus), Viñuela, A. (Ana), Launer, L.J. (Lenore), Loehr, L.R. (Laura), Fornage, M. (Myriam), Li, G. (Guo), Wilk, J.B. (Jemma), Tang, W. (Wenbo), Manichaikul, A. (Ani), Lahousse, L. (Lies), Harris, T.B. (Tamara), North, K.E. (Kari), Rudnicka, A.R. (Alicja), Hui, J. (Jennie), Gu, X. (Xiangjun), Lumley, T. (Thomas), Wright, A.F. (Alan), Hastie, N. (Nick), Campbell, S. (Susan), Kumar, R. (Rajesh), Pin, I. (Isabelle), Scott, R.A. (Robert), Pietilainen, K.H. (Kirsi Hannele), Surakka, I. (Ida), Liu, Y. (YongMei), Holliday, E.G. (Elizabeth), Schulz, H. (Holger), Heinrich, J. (Joachim), Davies, G. (Gail), Vonk, J.M. (Judith), Wojczynski, M.K. (Mary ), Pouta, A. (Anneli), Johansson, A. (Åsa), Wild, S.H. (Sarah), Ingelsson, E. (Erik), Rivadeneira Ramirez, F. (Fernando), Völzke, H. (Henry), Hysi, P.G. (Pirro), Eiriksdottir, G. (Gudny), Morrison, A.C. (Alanna), Rotter, J.I. (Jerome), Gao, W. (Wei), Postma, D.S. (Dirkje), White, W.B. (Wendy), Rich, S.S. (Stephen), Hofman, A. (Albert), Aspelund, T. (Thor), Couper, D. (David), Smith, L.J. (Lewis), Psaty, B.M. (Bruce), Lohman, K. (Kurt), Burchard, E.G. (Esteban), Uitterlinden, A.G. (André), Garcia, M. (Melissa), Joubert, B.R. (Bonnie), McArdle, W.L. (Wendy), Musk, A.W. (Arthur), Hansel, C.R.W. (Christian), Heckbert, S.R. (Susan), Zgaga, L. (Lina), Meurs, J.B.J. (Joyce) van, Navarro, P. (Pau), Rudan, I. (Igor), Oh, Y.-M. (Yeon-Mok), Redline, S. (Susan), Jarvis, D.L. (Deborah), Zhao, J.H. (Jing Hua), Rantanen, T. (Taina), O'Connor, G.T. (George), Ripatti, S. (Samuli), Scott, R.J. (Rodney), Karrasch, S. (Stefan), Grallert, H. (Harald), Gaddis, N.C. (Nathan), Starr, J.M. (John), Wijmenga, C. (Cisca), Minster, R.L. (Ryan), Lederer, C.W. (Carsten), Pekkanen, J. (Juha), Gyllensten, U. (Ulf), Campbell, H. (Harry), Morris, A.P. (Andrew), Gläser, S. (Sven), Hammond, C.J. (Christopher), Burkart, K.M. (Kristin), Beilby, J.P. (John), Kritchevsky, S.B. (Stephen), Gudnason, V. (Vilmundur), Hancock, D.B. (Dana), Williams, O.D. (Dale), Polasek, O. (Ozren), Zemunik, T. (Tatijana), Kolcic, I. (Ivana), Petrini, M.F. (Marcy), Jong, K.T. (Kim) de, Wjst, M. (Matthias), Kim, W.H. (Woo), Porteous, D.J. (David J.), Scotland, G. (Generation), Smith, B.H. (Blair), Viljanen, A. (Anne), Heliovaara, M. (Markku), Attia, J. (John), Sayers, I. (Ian), Hampel, R. (Regina), Gieger, C. (Christian), Deary, I.J. (Ian), Boezen, H.M. (Marike), Newman, A.B. (Anne), Jarvelin, M.-R. (Marjo-Riitta), Wilson, J.F. (James), Lind, L. (Lars), Stricker, B.H.Ch. (Bruno), Teumer, A. (Alexander), Spector, T.D. (Timothy), Melén, E. (Erik), Peters, M.J. (Marjolein), Lange, L.A. (Leslie), Barr, R.G. (Graham), Bracke, K.R. (Ken), Verhamme, F.M. (Fien), Sung, J. (Joohon), Hiemstra, P.S. (Pieter), Cassano, P.A. (Patricia), Sood, A. (Akshay), Hayward, C. (Caroline), Dupuis, J. (Josée), Hall, I.P. (Ian), Brusselle, G.G. (Guy), Tobin, M.D. (Martin), and London, S.J. (Stephanie)
Abstract: Forced vital capacity (FVC), a spirometric measure of pulmonary function, reflects lung volume and is used to diagnose and monitor lung diseases. We performed genome-wide association study meta-analysis of FVC in 52,253 individuals from 26 studies and followed up the top associations in 32,917 additional individuals of European ancestry. We found six new regions associated at genome-wide significance (P < 5 × 10-8) with FVC in or near EFEMP1, BMP6, MIR129-2-HSD17B12, PRDM11, WWOX and KCNJ2. Two loci previously associated with spirometric measures (GSTCD and PTCH1) were related to FVC. Newly implicated regions were followed up in samples from African-American, Korean, Chinese and Hispanic individuals. We detected transcripts for all six newly implicated genes in human lung tissue. The new loci may inform mechanisms involved in lung development and the pathogenesis of restrictive lung disease.
Published: 2014
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36. Genome-wide analysis of multi-ancestry cohorts identifies new loci influencing intraocular pressure and susceptibility to glaucoma

Author: Hysi, P.G. (Pirro), Cheng, C-Y. (Ching-Yu), Springelkamp, H. (Henriët), MacGregor, S. (Stuart), Bailey, J.N.C. (Jessica N. Cooke), Wojciechowski, R. (Robert), Vitart, V. (Veronique), Nag, A. (Abhishek), Hewit, A.W. (Alex), Höhn, R. (René), Venturini, C. (Cristina), Mirshahi, A. (Alireza), Ramdas, W.D. (Wishal), Thorleifsson, G. (Gudmar), Vithana, E.N. (Eranga), Khor, C.C., Stefansson, A.B. (Arni B.), Liao, J. (Jie), Haines, J.L. (Jonathan), Amin, N. (Najaf), Wang, Y. (Ying), Wild, P.S. (Philipp S.), Ozel, A.B. (Ayse), Li, J., Fleck, B.W. (Brian W.), Zeller, T. (Tanja), Staffieri, S.E. (Sandra E.), Teo, Y.Y. (Yik Ying), Cuellar-Partida, G. (Gabriel), Luo, X. (Xiaoyan), Allingham, R.R. (R Rand), Richards, J.E. (Julia), Senft, A. (Andrea), Karssen, L.C. (Lennart), Zheng, Y. (Yingfeng), Bellenguez, C. (Céline), Xu, L. (Liang), Iglesias González, A.I. (Adriana), Wilson, J.F. (James F), Kang, J.H. (Jae), Leeuwen, E.M. (Elisa) van, Jonsson, V. (Vesteinn), Thorsteinsdottir, U. (Unnur), Despriet, D.D.G. (Dominique), Ennis, S. (Sarah), Moroi, S.E. (Sayoko), Martin, N.G. (Nicholas), Jansonius, N.M. (Nomdo), Yazar, S. (Seyhan), Tai, E.S. (Shyong), Amouyel, P. (Philippe), Kirwan, J. (James), Koolwijk, L.M.E. (Leonieke) van, Hauser, M.A. (Michael), Jonasson, F. (Fridbert), Leo, P.J. (Paul), Loomis, S.J. (Stephanie J.), Fogarty, R. (Rhys), Rivadeneira Ramirez, F. (Fernando), Kearns, L.S. (Lisa S.), Lackner, K.J. (Karl), Jong, P.T.V.M. (Paulus) de, Simpson, C.L. (Claire), Pennell, C.E. (Craig), Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Saw, S-M. (Seang-Mei), Lotery, A.J. (Andrew), Bailey-Wilson, J.E. (Joan E.), Hofman, A. (Albert), Vingerling, J.R. (Hans), Maubaret, C. (Cécilia), Pfeiffer, A.F.H. (Andreas), Wolfs, R.C.W. (Roger), Lemij, H.G. (Hans), Young, T.L. (Terri), Pasquale, L.R. (Louis), Delcourt, C. (Cécile), Spector, T.D. (Timothy), Klaver, C.C.W. (Caroline), Small, K.S. (Kerrin), Burdon, K.P. (Kathryn), Zwart, J-A. (John-Anker), Wong, T.Y. (Tien Yin), Viswanathan, A.C. (Ananth), Mackey, D.A. (David), Craig, J.E. (Jamie), Wiggs, J.L. (Janey), Duijn, C.M. (Cornelia) van, Hammond, C.J. (Christopher), Aung, T. (Tin), Hysi, P.G. (Pirro), Cheng, C-Y. (Ching-Yu), Springelkamp, H. (Henriët), MacGregor, S. (Stuart), Bailey, J.N.C. (Jessica N. Cooke), Wojciechowski, R. (Robert), Vitart, V. (Veronique), Nag, A. (Abhishek), Hewit, A.W. (Alex), Höhn, R. (René), Venturini, C. (Cristina), Mirshahi, A. (Alireza), Ramdas, W.D. (Wishal), Thorleifsson, G. (Gudmar), Vithana, E.N. (Eranga), Khor, C.C., Stefansson, A.B. (Arni B.), Liao, J. (Jie), Haines, J.L. (Jonathan), Amin, N. (Najaf), Wang, Y. (Ying), Wild, P.S. (Philipp S.), Ozel, A.B. (Ayse), Li, J., Fleck, B.W. (Brian W.), Zeller, T. (Tanja), Staffieri, S.E. (Sandra E.), Teo, Y.Y. (Yik Ying), Cuellar-Partida, G. (Gabriel), Luo, X. (Xiaoyan), Allingham, R.R. (R Rand), Richards, J.E. (Julia), Senft, A. (Andrea), Karssen, L.C. (Lennart), Zheng, Y. (Yingfeng), Bellenguez, C. (Céline), Xu, L. (Liang), Iglesias González, A.I. (Adriana), Wilson, J.F. (James F), Kang, J.H. (Jae), Leeuwen, E.M. (Elisa) van, Jonsson, V. (Vesteinn), Thorsteinsdottir, U. (Unnur), Despriet, D.D.G. (Dominique), Ennis, S. (Sarah), Moroi, S.E. (Sayoko), Martin, N.G. (Nicholas), Jansonius, N.M. (Nomdo), Yazar, S. (Seyhan), Tai, E.S. (Shyong), Amouyel, P. (Philippe), Kirwan, J. (James), Koolwijk, L.M.E. (Leonieke) van, Hauser, M.A. (Michael), Jonasson, F. (Fridbert), Leo, P.J. (Paul), Loomis, S.J. (Stephanie J.), Fogarty, R. (Rhys), Rivadeneira Ramirez, F. (Fernando), Kearns, L.S. (Lisa S.), Lackner, K.J. (Karl), Jong, P.T.V.M. (Paulus) de, Simpson, C.L. (Claire), Pennell, C.E. (Craig), Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Saw, S-M. (Seang-Mei), Lotery, A.J. (Andrew), Bailey-Wilson, J.E. (Joan E.), Hofman, A. (Albert), Vingerling, J.R. (Hans), Maubaret, C. (Cécilia), Pfeiffer, A.F.H. (Andreas), Wolfs, R.C.W. (Roger), Lemij, H.G. (Hans), Young, T.L. (Terri), Pasquale, L.R. (Louis), Delcourt, C. (Cécile), Spector, T.D. (Timothy), Klaver, C.C.W. (Caroline), Small, K.S. (Kerrin), Burdon, K.P. (Kathryn), Zwart, J-A. (John-Anker), Wong, T.Y. (Tien Yin), Viswanathan, A.C. (Ananth), Mackey, D.A. (David), Craig, J.E. (Jamie), Wiggs, J.L. (Janey), Duijn, C.M. (Cornelia) van, Hammond, C.J. (Christopher), and Aung, T. (Tin)
Abstract: Elevated intraocular pressure (IOP) is an important risk factor in developing glaucoma, and variability in IOP might herald glaucomatous development or progression. We report the results of a genome-wide association study meta-analysis of 18 population cohorts from the International Glaucoma Genetics Consortium (IGGC), comprising 35,296 multi-ancestry participants for IOP. We confirm genetic association of known loci for IOP and primary open-angle glaucoma (POAG) and identify four new IOP-associated loci located on chromosome 3q25.31 within the FNDC3B gene (P = 4.19 × 10 '8 for rs6445055), two on chromosome 9 (P = 2.80 × 10 '11 for rs2472493 near ABCA1 and P = 6.39 × 10 '11 for rs8176693 within ABO) and one on chromosome 11p11.2 (best P = 1.04 × 10 '11 for rs747782). Separate meta-analyses of 4 independent POAG cohorts, totaling 4,284 cases and 95,560 controls, showed that 3 of these loci for IOP were also associated with POAG.
Published: 2014
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37. Genome-wide meta-analysis of myopia and hyperopia provides evidence for replication of 11 loci

Author: Simpson, C.L. (Claire), Wojciechowski, R. (Robert), Oexle, K. (Konrad), Murgia, D. (Daniela), Portas, L. (Laura), Li, X. (Xiaohui), Virginie, J.M.V. (J.M. Verhoeven), Vitart, V. (Veronique), Schache, M. (Maria), Mohsen Hosseini, S., Hysi, P.G. (Pirro), Raffel, L.J. (Leslie), Cotch, M.F. (Mary Frances), Chew, E.Y. (Emily), Klein, B.E.K. (Barbara), Klein, R. (Ronald), Wong, T.Y. (Tien Yin), Duijn, C.M. (Cornelia) van, Mitchell, P. (Paul), Saw, S-M. (Seang-Mei), Fossarello, M. (Maurizio), Wang, J.J. (Jie Jin), Polasek, O. (Ozren), Campbell, H. (Harry), Rudan, I. (Igor), Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Amin, N. (Najaf), Karssen, L.C. (Lennart), Vingerling, J.R. (Hans), Döring, A. (Angela), Bettecken, T. (Thomas), Bencic, G. (Goran), Gieger, C. (Christian), Wichmann, H.E. (Heinz Erich), Wilson, J.F. (James F), Venturini, C. (Cristina), Fleck, B. (Brian), Cumberland, P. (Phillippa), Rahi, J.S. (Jugnoo), Hammond, C.J. (Christopher), Hayward, C. (Caroline), Wright, A. (Alan), Paterson, A.D. (Andrew), Baird, P.N. (Paul), Klaver, C.C.W. (Caroline), Rotter, J.I. (Jerome I.), Pirastu, M. (Mario), Meitinger, T. (Thomas), Bailey-Wilson, J.E. (Joan E.), Stambolian, D.E. (Dwight), Simpson, C.L. (Claire), Wojciechowski, R. (Robert), Oexle, K. (Konrad), Murgia, D. (Daniela), Portas, L. (Laura), Li, X. (Xiaohui), Virginie, J.M.V. (J.M. Verhoeven), Vitart, V. (Veronique), Schache, M. (Maria), Mohsen Hosseini, S., Hysi, P.G. (Pirro), Raffel, L.J. (Leslie), Cotch, M.F. (Mary Frances), Chew, E.Y. (Emily), Klein, B.E.K. (Barbara), Klein, R. (Ronald), Wong, T.Y. (Tien Yin), Duijn, C.M. (Cornelia) van, Mitchell, P. (Paul), Saw, S-M. (Seang-Mei), Fossarello, M. (Maurizio), Wang, J.J. (Jie Jin), Polasek, O. (Ozren), Campbell, H. (Harry), Rudan, I. (Igor), Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Amin, N. (Najaf), Karssen, L.C. (Lennart), Vingerling, J.R. (Hans), Döring, A. (Angela), Bettecken, T. (Thomas), Bencic, G. (Goran), Gieger, C. (Christian), Wichmann, H.E. (Heinz Erich), Wilson, J.F. (James F), Venturini, C. (Cristina), Fleck, B. (Brian), Cumberland, P. (Phillippa), Rahi, J.S. (Jugnoo), Hammond, C.J. (Christopher), Hayward, C. (Caroline), Wright, A. (Alan), Paterson, A.D. (Andrew), Baird, P.N. (Paul), Klaver, C.C.W. (Caroline), Rotter, J.I. (Jerome I.), Pirastu, M. (Mario), Meitinger, T. (Thomas), Bailey-Wilson, J.E. (Joan E.), and Stambolian, D.E. (Dwight)
Abstract: Refractive error (RE) is a complex, multifactorial disorder characterized by a mismatch between the optical power of the eye and its axial length that causes object images to be focused off the retina. The two major subtypes of RE are myopia (nearsightedness) and hyperopia (farsightedness), which represent opposite ends of the distribution of the quantitative measure of spherical refraction. We performed a fixed effects meta-analysis of genome-wide association results of myopia and hyperopia from 9 studies of European-derived populations: AREDS, KORA, FES, OGP-Talana, MESA, RSI, RSII, RSIII and ERF. One genome-wide significant region was observed for myopia, corresponding to a previously identified myopia locus on 8q12 (p = 1.25610-8), which has been reported by Kiefer et al. as significantly associated with myopia age at onset and Verhoeven et al. as significantly associated to mean spherical-equivalent (MSE) refractive error. We observed two genomewide significant associations
Published: 2014
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38. Meta-analysis of genome-wide association studies identifies novel loci that influence cupping and the glaucomatous process

Author: Springelkamp, H. (Henriët), Höhn, R. (René), Mishra, A. (Aniket), Hysi, P.G. (Pirro), Khor, C.C., Loomis, S.J. (Stephanie J.), Bailey, J.N.C. (Jessica N. Cooke), Gibson, J. (Jane), Thorleifsson, G. (Gudmar), Janssen, S.F. (Sarah), Luo, X. (Xiaoyan), Ramdas, W.D. (Wishal), Vithana, E.N. (Eranga), Nongpiur, M.E. (Monisha E.), Montgomery, G.W. (Grant), Xu, L. (Liang), Mountain, J.E. (Jenny E.), Gharahkhani, P. (Puya), Lu, Y. (Yi), Amin, N. (Najaf), Karssen, L.C. (Lennart), Sim, K.S., Leeuwen, E.M. (Elisa) van, Iglesias González, A.I. (Adriana), Verhoeven, V.J.M. (Virginie), Hauser, M.A. (Michael), Loon, S.-C. (Seng-Chee), Despriet, D.D.G. (Dominique), Nag, A. (Abhishek), Venturini, C. (Cristina), Sanfilippo, P.G. (Paul G.), Schillert, A. (Arne), Kang, J.H. (Jae), Landers, J. (John), Jonasson, F. (Fridbert), Cree, A.J. (Angela), Koolwijk, L.M.E. (Leonieke) van, Rivadeneira Ramirez, F. (Fernando), Souzeau, E. (Emmanuelle), Jonsson, V. (Vesteinn), Menon, G. (Geeta), Mitchell, P. (Paul), Wang, J.J. (Jie Jin), Rochtchina, E. (Elena), Attia, J. (John), Scott, R. (Rodney), Holliday, E.G. (Elizabeth), Baird, P.N. (Paul), Xie, J. (Jing), Inouye, M. (Michael), Viswanathan, A.C. (Ananth), Sim, X. (Xueling), Weinreb, R.N. (Robert N.), Jong, P.T.V.M. (Paulus) de, Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Hofman, A. (Albert), Ennis, S. (Sarah), Thorsteinsdottir, U. (Unnur), Burdon, K.P. (Kathryn), Spector, T.D. (Timothy), Mirshahi, A. (Alireza), Saw, S-M. (Seang-Mei), Vingerling, J.R. (Hans), Teo, Y.Y. (Yik Ying), Wolfs, R.C.W. (Roger), Lemij, H.G. (Hans), Tai, E.S. (Shyong), Jansonius, N.M. (Nomdo), Jonas, J.B. (Jost B.), Cheng, C-Y. (Ching-Yu), Aung, T. (Tin), Klaver, C.C.W. (Caroline), Craig, J.E. (Jamie), MacGregor, S. (Stuart), Mackey, D.A. (David), Lotery, A.J. (Andrew), Zwart, J-A. (John-Anker), Bergen, A.A.B. (Arthur), Young, T.L. (Terri), Wiggs, J.L. (Janey), Pfeiffer, A.F.H. (Andreas), Wong, T.Y. (Tien Yin), Pasquale, L.R. (Louis), Hewit, A.W. (Alex), Duijn, C.M. (Cornelia) van, Hammond, C.J. (Christopher), Springelkamp, H. (Henriët), Höhn, R. (René), Mishra, A. (Aniket), Hysi, P.G. (Pirro), Khor, C.C., Loomis, S.J. (Stephanie J.), Bailey, J.N.C. (Jessica N. Cooke), Gibson, J. (Jane), Thorleifsson, G. (Gudmar), Janssen, S.F. (Sarah), Luo, X. (Xiaoyan), Ramdas, W.D. (Wishal), Vithana, E.N. (Eranga), Nongpiur, M.E. (Monisha E.), Montgomery, G.W. (Grant), Xu, L. (Liang), Mountain, J.E. (Jenny E.), Gharahkhani, P. (Puya), Lu, Y. (Yi), Amin, N. (Najaf), Karssen, L.C. (Lennart), Sim, K.S., Leeuwen, E.M. (Elisa) van, Iglesias González, A.I. (Adriana), Verhoeven, V.J.M. (Virginie), Hauser, M.A. (Michael), Loon, S.-C. (Seng-Chee), Despriet, D.D.G. (Dominique), Nag, A. (Abhishek), Venturini, C. (Cristina), Sanfilippo, P.G. (Paul G.), Schillert, A. (Arne), Kang, J.H. (Jae), Landers, J. (John), Jonasson, F. (Fridbert), Cree, A.J. (Angela), Koolwijk, L.M.E. (Leonieke) van, Rivadeneira Ramirez, F. (Fernando), Souzeau, E. (Emmanuelle), Jonsson, V. (Vesteinn), Menon, G. (Geeta), Mitchell, P. (Paul), Wang, J.J. (Jie Jin), Rochtchina, E. (Elena), Attia, J. (John), Scott, R. (Rodney), Holliday, E.G. (Elizabeth), Baird, P.N. (Paul), Xie, J. (Jing), Inouye, M. (Michael), Viswanathan, A.C. (Ananth), Sim, X. (Xueling), Weinreb, R.N. (Robert N.), Jong, P.T.V.M. (Paulus) de, Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Hofman, A. (Albert), Ennis, S. (Sarah), Thorsteinsdottir, U. (Unnur), Burdon, K.P. (Kathryn), Spector, T.D. (Timothy), Mirshahi, A. (Alireza), Saw, S-M. (Seang-Mei), Vingerling, J.R. (Hans), Teo, Y.Y. (Yik Ying), Wolfs, R.C.W. (Roger), Lemij, H.G. (Hans), Tai, E.S. (Shyong), Jansonius, N.M. (Nomdo), Jonas, J.B. (Jost B.), Cheng, C-Y. (Ching-Yu), Aung, T. (Tin), Klaver, C.C.W. (Caroline), Craig, J.E. (Jamie), MacGregor, S. (Stuart), Mackey, D.A. (David), Lotery, A.J. (Andrew), Zwart, J-A. (John-Anker), Bergen, A.A.B. (Arthur), Young, T.L. (Terri), Wiggs, J.L. (Janey), Pfeiffer, A.F.H. (Andreas), Wong, T.Y. (Tien Yin), Pasquale, L.R. (Louis), Hewit, A.W. (Alex), Duijn, C.M. (Cornelia) van, and Hammond, C.J. (Christopher)
Abstract: Glaucoma is characterized by irreversible optic nerve degeneration and is the most frequent cause of irreversible blindness worldwide. Here, the International Glaucoma Genetics Consortium conducts a meta-analysis of genome-wide association studies of vertical cup-disc ratio (VCDR), an important disease-related optic nerve parameter. In 21,094 individuals of European ancestry and 6,784 individuals of Asian ancestry, we identify 10 new loci associated with variation in VCDR. In a separate risk-score analysis of five case-control studies, Caucasians in the highest quintile have a 2.5-fold increased risk of primary open-angle glaucoma as compared with those in the lowest quintile. This study has more than doubled the known loci associated with optic disc cupping and will allow greater understanding of mechanisms involved in this common blinding condition.
Published: 2014
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39. Genome-wide meta-analyses of multiancestry cohorts identify multiple new susceptibility loci for refractive error and myopia

Author: Verhoeven, V.J.M. (Virginie), Hysi, P.G. (Pirro), Wojciechowski, R. (Robert), Fan, Q. (Qiao), Guggenheim, J. (Jean), Höhn, R. (René), MacGregor, S. (Stuart), Hewit, A.W. (Alex), Nag, A. (Abhishek), Cheng, C-Y. (Ching-Yu), Yonova-Doing, E. (Ekaterina), Zhou, X. (Xin), Ikram, M.K. (Kamran), Buitendijk, G.H.S. (Gabrielle), Mcmahon, G. (George), Kemp, J.P. (John), Pourcain, B.S. (Beate), Simpson, C.L. (Claire), Mäkelä, M.J., Lehtimäki, T. (Terho), Kähönen, M. (Mika), Paterson, A.D. (Andrew), Hosseini, M. (Mehran), Wong, H.S. (Hoi Suen), Xu, L. (Liang), Jonas, J.B., Pärssinen, O. (Olavi), Wedenoja, J. (Juho), Yip, S.P. (Shea Ping), Ho, D.W.H. (Daniel), Pang, C.P. (Chi), Chen, L.J. (Li), Burdon, K.P. (Kathryn), Craig, J.E. (Jamie), Klein, B.E.K. (Barbara), Haller, T. (Toomas), Metspalu, A. (Andres), Khor, C.C., Tai, E.S. (Shyong), Aung, T. (Tin), Vithana, E.N. (Eranga), Tay, W.-T. (Wan-Ting), Barathi, V.A. (Veluchamy), Chen, P. (Ping), Li, R. (Rui), Liao, J. (Jie), Zheng, Y. (Yuhui), Ong, R.T.H. (Rick Twee-Hee), Döring, A. (Angela), Evans, D.M. (David), Timpson, N.J. (Nicholas), Verkerk, A., Meitinger, T. (Thomas), Raitakari, O. (Olli), Hawthorne, F. (Felicia), Spector, T.D. (Timothy), Karssen, L.C. (Lennart), Pirastu, M. (Mario), Murgia, D. (Daniela), Ang, W.Q. (Wei), Mishra, A. (Aniket), Montgomery, G.W. (Grant), Pennell, C.E. (Craig), Cumberland, P. (Phillippa), Cotlarciuc, I. (Ioana), Mitchell, P. (Paul), Wang, J.J. (Jie Jin), Schache, M. (Maria), Janmahasathian, S. (Sarayut), Igo Jr., R.P. (Robert), Lass Jr., J.H. (Jonathan), Chew, E.Y. (Emily), Iyengar, S.K. (Sudha), Gorgels, T.G.M.F. (Theo), Rudan, I. (Igor), Hayward, C. (Caroline), Wright, A.F. (Alan), Polasek, O. (Ozren), Vatavuk, Z. (Zoran), Wilson, J.F. (James), Fleck, B. (Brian), Zeller, T. (Tanja), Mirshahi, A. (Alireza), Müller, C. (Christian), Uitterlinden, A.G. (André), Rivadeneira Ramirez, F. (Fernando), Vingerling, J.R. (Hans), Hofman, A. (Albert), Oostra, B.A. (Ben), Amin, N. (Najaf), Bergen, A.A.B. (Arthur), Teo, Y.Y. (Yik Ying), Rahi, J.S. (Jugnoo), Vitart, V. (Veronique), Williams, C. (Cathy), Baird, P.N. (Paul), Wong, T.Y. (Tien Yin), Oexle, K. (Konrad), Pfeiffer, A.F.H. (Andreas), Mackey, D.A. (David), Young, T.L. (Terri), Duijn, C.M. (Cornelia) van, Saw, S-M. (Seang-Mei), Bailey-Wilson, J.E. (Joan), Stambolian, D.E. (Dwight), Klaver, C.C.W. (Caroline), Hammond, C.J. (Christopher), Verhoeven, V.J.M. (Virginie), Hysi, P.G. (Pirro), Wojciechowski, R. (Robert), Fan, Q. (Qiao), Guggenheim, J. (Jean), Höhn, R. (René), MacGregor, S. (Stuart), Hewit, A.W. (Alex), Nag, A. (Abhishek), Cheng, C-Y. (Ching-Yu), Yonova-Doing, E. (Ekaterina), Zhou, X. (Xin), Ikram, M.K. (Kamran), Buitendijk, G.H.S. (Gabrielle), Mcmahon, G. (George), Kemp, J.P. (John), Pourcain, B.S. (Beate), Simpson, C.L. (Claire), Mäkelä, M.J., Lehtimäki, T. (Terho), Kähönen, M. (Mika), Paterson, A.D. (Andrew), Hosseini, M. (Mehran), Wong, H.S. (Hoi Suen), Xu, L. (Liang), Jonas, J.B., Pärssinen, O. (Olavi), Wedenoja, J. (Juho), Yip, S.P. (Shea Ping), Ho, D.W.H. (Daniel), Pang, C.P. (Chi), Chen, L.J. (Li), Burdon, K.P. (Kathryn), Craig, J.E. (Jamie), Klein, B.E.K. (Barbara), Haller, T. (Toomas), Metspalu, A. (Andres), Khor, C.C., Tai, E.S. (Shyong), Aung, T. (Tin), Vithana, E.N. (Eranga), Tay, W.-T. (Wan-Ting), Barathi, V.A. (Veluchamy), Chen, P. (Ping), Li, R. (Rui), Liao, J. (Jie), Zheng, Y. (Yuhui), Ong, R.T.H. (Rick Twee-Hee), Döring, A. (Angela), Evans, D.M. (David), Timpson, N.J. (Nicholas), Verkerk, A., Meitinger, T. (Thomas), Raitakari, O. (Olli), Hawthorne, F. (Felicia), Spector, T.D. (Timothy), Karssen, L.C. (Lennart), Pirastu, M. (Mario), Murgia, D. (Daniela), Ang, W.Q. (Wei), Mishra, A. (Aniket), Montgomery, G.W. (Grant), Pennell, C.E. (Craig), Cumberland, P. (Phillippa), Cotlarciuc, I. (Ioana), Mitchell, P. (Paul), Wang, J.J. (Jie Jin), Schache, M. (Maria), Janmahasathian, S. (Sarayut), Igo Jr., R.P. (Robert), Lass Jr., J.H. (Jonathan), Chew, E.Y. (Emily), Iyengar, S.K. (Sudha), Gorgels, T.G.M.F. (Theo), Rudan, I. (Igor), Hayward, C. (Caroline), Wright, A.F. (Alan), Polasek, O. (Ozren), Vatavuk, Z. (Zoran), Wilson, J.F. (James), Fleck, B. (Brian), Zeller, T. (Tanja), Mirshahi, A. (Alireza), Müller, C. (Christian), Uitterlinden, A.G. (André), Rivadeneira Ramirez, F. (Fernando), Vingerling, J.R. (Hans), Hofman, A. (Albert), Oostra, B.A. (Ben), Amin, N. (Najaf), Bergen, A.A.B. (Arthur), Teo, Y.Y. (Yik Ying), Rahi, J.S. (Jugnoo), Vitart, V. (Veronique), Williams, C. (Cathy), Baird, P.N. (Paul), Wong, T.Y. (Tien Yin), Oexle, K. (Konrad), Pfeiffer, A.F.H. (Andreas), Mackey, D.A. (David), Young, T.L. (Terri), Duijn, C.M. (Cornelia) van, Saw, S-M. (Seang-Mei), Bailey-Wilson, J.E. (Joan), Stambolian, D.E. (Dwight), Klaver, C.C.W. (Caroline), and Hammond, C.J. (Christopher)
Abstract: Refractive error is the most common eye disorder worldwide and is a prominent cause of blindness. Myopia affects over 30% of Western populations and up to 80% of Asians. The CREAM consortium conducted genome-wide meta-analyses, including 37,382 individuals from 27 studies of European ancestry and 8,376 from 5 Asian cohorts. We identified 16 new loci for refractive error in individuals of European ancestry, of which 8 were shared with Asians. Combined analysis identified 8 additional associated loci. The new loci include candidate genes with functions in neurotransmission (GRIA4), ion transport (KCNQ5), retinoic acid metabolism (RDH5), extracellular matrix remodeling (LAMA2 and BMP2) and eye development (SIX6 and PRSS56). We also confirmed previously reported associations with GJD2 and RASGRF1. Risk score analysis using associated SNPs showed a tenfold increased risk of myopia for individuals carrying the highest genetic load. Our results, based on a large meta-analysis across independent multiancestry studies, considerably advance understanding of the mechanisms involved in refractive error and myopia.
Published: 2013
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40. A Genome-Wide Association Study Identifies Five Loci Influencing Facial Morphology in Europeans

Author: Liu, F. (Fan), Lijn, F. (Fedde) van der, Schurmann, C. (Claudia), Zhu, G. (Gu), Chakravarty, M.M. (M Mallar), Hysi, P.G. (Pirro), Wollstein, A. (Andreas), Lao Grueso, O. (Oscar), Bruijne, M. (Marleen) de, Ikram, M.A. (Arfan), Lugt, A. (Aad) van der, Rivadeneira Ramirez, F. (Fernando), Uitterlinden, A.G. (André), Hofman, A. (Albert), Niessen, W.J. (Wiro), Homuth, G. (Georg), Zubicaray, G.I. (Greig) de, Mcmahon, K.L. (Katie), Thompson, P.M. (Paul), Daboul, A. (Amro), Puls, R. (Ralf), Hegenscheid, K. (Katrin), Bevan, L. (Liisa), Pausova, Z. (Zdenka), Medland, S.E. (Sarah), Montgomery, G.W. (Grant), Wright, M.J. (Margaret), Wicking, C. (Carol), Boehringer, S. (Stefan), Spector, T.D. (Timothy), Paus, T. (Tomas), Martin, N.G. (Nicholas), Biffar, R. (Reiner), Kayser, M.H. (Manfred), Liu, F. (Fan), Lijn, F. (Fedde) van der, Schurmann, C. (Claudia), Zhu, G. (Gu), Chakravarty, M.M. (M Mallar), Hysi, P.G. (Pirro), Wollstein, A. (Andreas), Lao Grueso, O. (Oscar), Bruijne, M. (Marleen) de, Ikram, M.A. (Arfan), Lugt, A. (Aad) van der, Rivadeneira Ramirez, F. (Fernando), Uitterlinden, A.G. (André), Hofman, A. (Albert), Niessen, W.J. (Wiro), Homuth, G. (Georg), Zubicaray, G.I. (Greig) de, Mcmahon, K.L. (Katie), Thompson, P.M. (Paul), Daboul, A. (Amro), Puls, R. (Ralf), Hegenscheid, K. (Katrin), Bevan, L. (Liisa), Pausova, Z. (Zdenka), Medland, S.E. (Sarah), Montgomery, G.W. (Grant), Wright, M.J. (Margaret), Wicking, C. (Carol), Boehringer, S. (Stefan), Spector, T.D. (Timothy), Paus, T. (Tomas), Martin, N.G. (Nicholas), Biffar, R. (Reiner), and Kayser, M.H. (Manfred)
Abstract: Inter-individual variation in facial shape is one of the most noticeable phenotypes in humans, and it is clearly under genetic regulation; however, almost nothing is known about the genetic basis of normal human facial morphology. We therefore conducted a genome-wide association study for facial shape phenotypes in multiple discovery and replication cohorts, considering almost ten thousand individuals of European descent from several countries. Phenotyping of facial shape features was based on landmark data obtained from three-dimensional head magnetic resonance images (MRIs) and two-dimensional portrait images. We identified five independent genetic loci associated with different facial phenotypes, suggesting the involvement of five candidate genes-PRDM16, PAX3, TP63, C5orf50, and COL17A1-in the determination of the human face. Three of them have been implicated previously in vertebrate craniofacial development and disease, and the remaining two genes potentially represent novel players in the molecular networks governing facial development. Our finding at PAX3 influencing the position of the nasion replicates a recent GWAS of facial features. In addition to the reported GWA findings, we established links between common DNA variants previously associated with NSCL/P at 2p21, 8q24, 13q31, and 17q22 and normal facial-shape variations based on a candidate gene approach. Overall our study implies that DNA variants in genes essential for craniofacial development contribute with relatively small effect size to the spectrum of normal variation in human facial morphology. This observation has important consequences for future studies aiming to identify more genes involved in the human facial morphology, as well as for potential applications of DNA prediction of facial shape such as in future forensic applications.
Published: 2012
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41. Large scale international replication and meta-analysis study confirms association of the 15q14 locus with myopia. The CREAM consortium

Author: Verhoeven, V.J.M. (Virginie), Hysi, P.G. (Pirro), Saw, S-M. (Seang-Mei), Vitart, V. (Veronique), Mirshahi, A. (Alireza), Guggenheim, J. (Jean), Cotch, M.F. (Mary Frances), Yamashiro, K. (Kenji), Baird, P.N. (Paul), Mackey, D.A. (David), Wojciechowski, R. (Robert), Ikram, M.K. (Kamran), Hewit, A.W. (Alex), Duggal, P. (Priya), Janmahasatian, S. (Sarayut), Khor, C.C., Fan, Q. (Qiao), Zhou, X. (Xinying), Young, T.L. (Terri), Tai, E.S. (Shyong), Goh, L.-K., Li, Y.J. (Yi), Aung, T. (Tin), Vithana, E.N. (Eranga), Teo, Y.Y. (Yik Ying), Tay, W.-T., Sim, X. (Xueling), Rudan, I. (Igor), Hayward, C. (Caroline), Wright, A.F. (Alan), Polasek, O. (Ozren), Campbell, H. (Harry), Wilson, J.F. (James), Fleck, B. (Brian), Nakata, I. (Isao), Yoshimura, N., Yamada, R. (Ryo), Matsuda, F. (Fumihiko), Ohno-Matsui, K. (Kyoko), Nag, A. (Abhishek), Mcmahon, G. (George), St Pourcain, B. (Beate), Lu, Y. (Yi), Rahi, J.S. (Jugnoo), Cumberland, P. (Phillippa), Bhattacharya, S. (Shoumo), Simpson, C.L. (Claire), Atwood, L.D. (Larry), Li, X. (Xiaohui), Raffel, L.J. (Leslie), Murgia, D. (Daniela), Portas, L. (Laura), Despriet, D.D.G. (Dominique), Koolwijk, L.M.E. (Leonieke) van, Wolfram, C. (Christian), Lackner, K.J. (Karl), Tönjes, A. (Anke), Mägi, R. (Reedik), Lehtimäki, T. (Terho), Kähönen, M. (Mika), Esko, T. (Tõnu), Metspalu, A. (Andres), Rantanen, T. (Taina), Pärssinen, O. (Olavi), Klein, B.E.K. (Barbara), Meitinger, T. (Thomas), Spector, T.D. (Timothy), Oostra, B.A. (Ben), Smith, A.V. (Davey), Jong, P.T.V.M. (Paulus) de, Hofman, A. (Albert), Amin, N. (Najaf), Karssen, L.C. (Lennart), Rivadeneira Ramirez, F. (Fernando), Vingerling, J.R. (Hans), Eiriksdottir, G. (Gudny), Gudnason, V. (Vilmundur), Döring, A. (Angela), Bettecken, T. (Thomas), Uitterlinden, A.G. (André), Williams, C. (Cathy), Zeller, T. (Tanja), Castagne, R. (Raphaële), Oexle, K. (Konrad), Duijn, C.M. (Cornelia) van, Iyengar, S.K. (Sudha), Mitchell, P. (Paul), Wang, J.J. (Jie Jin), Höhn, R. (René), Pfeiffer, A.F.H. (Andreas), Bailey-Wilson, J.E. (Joan), Stambolian, D.E. (Dwight), Wong, T.Y. (Tien Yin), Hammond, C.J. (Christopher), Klaver, C.C.W. (Caroline), Verhoeven, V.J.M. (Virginie), Hysi, P.G. (Pirro), Saw, S-M. (Seang-Mei), Vitart, V. (Veronique), Mirshahi, A. (Alireza), Guggenheim, J. (Jean), Cotch, M.F. (Mary Frances), Yamashiro, K. (Kenji), Baird, P.N. (Paul), Mackey, D.A. (David), Wojciechowski, R. (Robert), Ikram, M.K. (Kamran), Hewit, A.W. (Alex), Duggal, P. (Priya), Janmahasatian, S. (Sarayut), Khor, C.C., Fan, Q. (Qiao), Zhou, X. (Xinying), Young, T.L. (Terri), Tai, E.S. (Shyong), Goh, L.-K., Li, Y.J. (Yi), Aung, T. (Tin), Vithana, E.N. (Eranga), Teo, Y.Y. (Yik Ying), Tay, W.-T., Sim, X. (Xueling), Rudan, I. (Igor), Hayward, C. (Caroline), Wright, A.F. (Alan), Polasek, O. (Ozren), Campbell, H. (Harry), Wilson, J.F. (James), Fleck, B. (Brian), Nakata, I. (Isao), Yoshimura, N., Yamada, R. (Ryo), Matsuda, F. (Fumihiko), Ohno-Matsui, K. (Kyoko), Nag, A. (Abhishek), Mcmahon, G. (George), St Pourcain, B. (Beate), Lu, Y. (Yi), Rahi, J.S. (Jugnoo), Cumberland, P. (Phillippa), Bhattacharya, S. (Shoumo), Simpson, C.L. (Claire), Atwood, L.D. (Larry), Li, X. (Xiaohui), Raffel, L.J. (Leslie), Murgia, D. (Daniela), Portas, L. (Laura), Despriet, D.D.G. (Dominique), Koolwijk, L.M.E. (Leonieke) van, Wolfram, C. (Christian), Lackner, K.J. (Karl), Tönjes, A. (Anke), Mägi, R. (Reedik), Lehtimäki, T. (Terho), Kähönen, M. (Mika), Esko, T. (Tõnu), Metspalu, A. (Andres), Rantanen, T. (Taina), Pärssinen, O. (Olavi), Klein, B.E.K. (Barbara), Meitinger, T. (Thomas), Spector, T.D. (Timothy), Oostra, B.A. (Ben), Smith, A.V. (Davey), Jong, P.T.V.M. (Paulus) de, Hofman, A. (Albert), Amin, N. (Najaf), Karssen, L.C. (Lennart), Rivadeneira Ramirez, F. (Fernando), Vingerling, J.R. (Hans), Eiriksdottir, G. (Gudny), Gudnason, V. (Vilmundur), Döring, A. (Angela), Bettecken, T. (Thomas), Uitterlinden, A.G. (André), Williams, C. (Cathy), Zeller, T. (Tanja), Castagne, R. (Raphaële), Oexle, K. (Konrad), Duijn, C.M. (Cornelia) van, Iyengar, S.K. (Sudha), Mitchell, P. (Paul), Wang, J.J. (Jie Jin), Höhn, R. (René), Pfeiffer, A.F.H. (Andreas), Bailey-Wilson, J.E. (Joan), Stambolian, D.E. (Dwight), Wong, T.Y. (Tien Yin), Hammond, C.J. (Christopher), and Klaver, C.C.W. (Caroline)
Abstract: Myopia is a complex genetic disorder and a common cause of visual impairment among working age adults. Genome-wide association studies have identified susceptibility loci on chromosomes 15q14 and 15q25 in Caucasian populations of European ancestry. Here, we present a confirmation and meta-analysis study in which we assessed whether these two loci are also associated with myopia in other populations. The study population comprised 31 cohorts from the Consortium of Refractive Error and Myopia (CREAM) representing 4 different continents with 55,177 individuals; 42,845 Caucasians and 12,332 Asians. We performed a meta-analysis of 14 single nucleotide polymorphisms (SNPs) on 15q14 and 5 SNPs on 15q25 using linear regression analysis with spherical equivalent as a quantitative outcome, adjusted for age and sex. We calculated the odds ratio (OR) of myopia versus hyperopia for carriers of the top-SNP alleles using a fixed effects meta-analysis. At locus 15q14, all SNPs were significantly replicated, with the lowest P value 3.87 × 10 -12 for SNP rs634990 in Caucasians, and 9.65 × 10 -4 for rs8032019 in Asians. The overall meta-analysis provided P value 9.20 × 10 -23 for the top SNP rs634990. The risk of myopia versus hyperopia was OR 1.88 (95 % CI 1.64, 2.16, P < 0.001) for homozygous carriers of the risk allele at the top SNP rs634990, and OR 1.33 (95 % CI 1.19, 1.49, P < 0.001) for heterozygous carriers. SNPs at locus 15q25 did not replicate significantly (P value 5.81 × 10 -2 for top SNP rs939661). We conclude that common variants at chromosome 15q14 influence susceptibility for myopia in Caucasian and Asian populations world-wide.
Published: 2012
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42. Genome-Wide Joint Meta-Analysis of SNP and SNP-by-Smoking Interaction Identifies Novel Loci for Pulmonary Function

Author: Hancock, D.B. (Dana), Artigas, M.S., Gharib, S.A. (Sina), Henry, A. (Amanda), Manichaikul, A. (Ani), Ramasamy, A. (Adaikalavan), Loth, D.W. (Daan), Imboden, M. (Medea), Koch, B. (Beate), McArdle, W.L. (Wendy), Smith, A.V. (Davey), Smolonska, J. (Joanna), Sood, A. (Akshay), Tang, W. (Wenbo), Wilk, J.B. (Jemma), Zhai, G. (Guangju), Zhao, J.H. (Jing Hua), Aschard, H. (Hugues), Burkart, K.M. (Kristin), Curjuric, I. (Ivan), Eijgelsheim, M. (Mark), Elliott, P. (Paul), Gu, X. (Xiangjun), Harris, T.B. (Tamara), Janson, C. (Christer), Homuth, G. (Georg), Hysi, P.G. (Pirro), Liu, J. (Jason), Loehr, L.R. (Laura), Lohman, K. (Kurt), Loos, R.J.F. (Ruth), Manning, A.K. (Alisa), Marciante, K. (Kristin), Obeidat, M. (Ma'en), Postma, D.S. (Dirkje), Aldrich, M.C. (Melinda), Brusselle, G.G. (Guy), Chen, T.H., Eiriksdottir, G. (Gudny), Franceschini, N. (Nora), Heinrich, J. (Joachim), Rotter, J.I. (Jerome), Wijmenga, C. (Cisca), Williams, O.D. (Dale), Hofman, A. (Albert), Laurie, C.C. (Cathy), Lumley, T. (Thomas), Morrison, A.C. (Alanna), Joubert, B.R. (Bonnie), Rivadeneira Ramirez, F. (Fernando), Couper, D.J. (David), Kritchevsky, S.B. (Stephen), Liu, Y. (YongMei), Wjst, M. (Matthias), Wain, L.V. (Louise), Vonk, J.M. (Judith), Uitterlinden, A.G. (André), Rochat, T. (Thierry), Rich, S.S. (Stephen), Psaty, B.M. (Bruce), O'Connor, G.T. (George), North, K.E. (Kari), Mirel, D. (Daniel), Meibohm, B. (Bernd), Launer, L.J. (Lenore), Khaw, K-T. (Kay-Tee), Hartikainen, A.L., Hammond, C.J. (Christopher), Gläser, S. (Sven), Marchini, J. (Jonathan), Kraft, P. (Peter), Wareham, N.J. (Nick), Völzke, H. (Henry), Stricker, B.H.Ch. (Bruno), Spector, T.D. (Timothy), Probst-Hensch, N.M. (Nicole M.), Jarvis, D.L. (Deborah), Jarvelin, M.-R. (Marjo-Riitta), Heckbert, S.R. (Susan), Gudnason, V. (Vilmundur), Boezen, H.M. (Marike), Barr, R.G. (Graham), Cassano, P.A. (Patricia), Strachan, D.P. (David), Fornage, M. (Myriam), Hall, I.P. (Ian), Dupuis, J. (Josée), Tobin, M.D. (Martin), London, S.J. (Stephanie), Bentley, A.R. (Amy), Hancock, D.B. (Dana), Artigas, M.S., Gharib, S.A. (Sina), Henry, A. (Amanda), Manichaikul, A. (Ani), Ramasamy, A. (Adaikalavan), Loth, D.W. (Daan), Imboden, M. (Medea), Koch, B. (Beate), McArdle, W.L. (Wendy), Smith, A.V. (Davey), Smolonska, J. (Joanna), Sood, A. (Akshay), Tang, W. (Wenbo), Wilk, J.B. (Jemma), Zhai, G. (Guangju), Zhao, J.H. (Jing Hua), Aschard, H. (Hugues), Burkart, K.M. (Kristin), Curjuric, I. (Ivan), Eijgelsheim, M. (Mark), Elliott, P. (Paul), Gu, X. (Xiangjun), Harris, T.B. (Tamara), Janson, C. (Christer), Homuth, G. (Georg), Hysi, P.G. (Pirro), Liu, J. (Jason), Loehr, L.R. (Laura), Lohman, K. (Kurt), Loos, R.J.F. (Ruth), Manning, A.K. (Alisa), Marciante, K. (Kristin), Obeidat, M. (Ma'en), Postma, D.S. (Dirkje), Aldrich, M.C. (Melinda), Brusselle, G.G. (Guy), Chen, T.H., Eiriksdottir, G. (Gudny), Franceschini, N. (Nora), Heinrich, J. (Joachim), Rotter, J.I. (Jerome), Wijmenga, C. (Cisca), Williams, O.D. (Dale), Hofman, A. (Albert), Laurie, C.C. (Cathy), Lumley, T. (Thomas), Morrison, A.C. (Alanna), Joubert, B.R. (Bonnie), Rivadeneira Ramirez, F. (Fernando), Couper, D.J. (David), Kritchevsky, S.B. (Stephen), Liu, Y. (YongMei), Wjst, M. (Matthias), Wain, L.V. (Louise), Vonk, J.M. (Judith), Uitterlinden, A.G. (André), Rochat, T. (Thierry), Rich, S.S. (Stephen), Psaty, B.M. (Bruce), O'Connor, G.T. (George), North, K.E. (Kari), Mirel, D. (Daniel), Meibohm, B. (Bernd), Launer, L.J. (Lenore), Khaw, K-T. (Kay-Tee), Hartikainen, A.L., Hammond, C.J. (Christopher), Gläser, S. (Sven), Marchini, J. (Jonathan), Kraft, P. (Peter), Wareham, N.J. (Nick), Völzke, H. (Henry), Stricker, B.H.Ch. (Bruno), Spector, T.D. (Timothy), Probst-Hensch, N.M. (Nicole M.), Jarvis, D.L. (Deborah), Jarvelin, M.-R. (Marjo-Riitta), Heckbert, S.R. (Susan), Gudnason, V. (Vilmundur), Boezen, H.M. (Marike), Barr, R.G. (Graham), Cassano, P.A. (Patricia), Strachan, D.P. (David), Fornage, M. (Myriam), Hall, I.P. (Ian), Dupuis, J. (Josée), Tobin, M.D. (Martin), London, S.J. (Stephanie), and Bentley, A.R. (Amy)
Published: 2012
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43. Common genetic determinants of intraocular pressure and primary open-angle Glaucoma

Author: Koolwijk, L.M.E. (Leonieke) van, Ramdas, W.D. (Wishal), Ikram, M.K. (Kamran), Jansonius, N.M. (Nomdo), Pasutto, F. (Francesca), Hysi, P.G. (Pirro), MacGregor, S. (Stuart), Janssen, S.F. (Sarah), Hewit, A.W. (Alex), Viswanathan, A.C. (Ananth), Brink, J.B. (Jacoline) ten, Hosseini, M. (Mehran), Amin, N. (Najaf), Despriet, D.D.G. (Dominique), Willemse-Assink, J.J.M. (Jacqueline), Kramer, R. (Rogier), Rivadeneira Ramirez, F. (Fernando), Struchalin, M.V. (Maksim), Aulchenko, Y.S. (Yurii), Weisschuh, N. (Nicole), Zenkel, M. (Matthias), Mardin, C.Y. (Christian), Gramer, E. (Eugen), Welge-Lüssen, U. (Ulrich), Montgomery, G.W. (Grant), Carbonaro, F. (Francis), Young, T.L. (Terri), Bellenguez, C. (Céline), Mcguffin, P. (Peter), Foster, P.J. (Paul), Topouzis, F. (Fotis), Mitchell, P. (Paul), Wang, J.J. (Jie Jin), Wong, T.Y. (Tien Yin), Czudowska, M.A. (Monika), Hofman, A. (Albert), Uitterlinden, A.G. (André), Wolfs, R.C.W. (Roger), Jong, P.T.V.M. (Paulus) de, Oostra, B.A. (Ben), Paterson, A.D. (Andrew), Mackey, D.A. (David), Bergen, A.A.B. (Arthur), Reis, A. (André), Hammond, C.J. (Christopher), Vingerling, J.R. (Hans), Lemij, H.G. (Hans), Klaver, C.C.W. (Caroline), Duijn, C.M. (Cornelia) van, Koolwijk, L.M.E. (Leonieke) van, Ramdas, W.D. (Wishal), Ikram, M.K. (Kamran), Jansonius, N.M. (Nomdo), Pasutto, F. (Francesca), Hysi, P.G. (Pirro), MacGregor, S. (Stuart), Janssen, S.F. (Sarah), Hewit, A.W. (Alex), Viswanathan, A.C. (Ananth), Brink, J.B. (Jacoline) ten, Hosseini, M. (Mehran), Amin, N. (Najaf), Despriet, D.D.G. (Dominique), Willemse-Assink, J.J.M. (Jacqueline), Kramer, R. (Rogier), Rivadeneira Ramirez, F. (Fernando), Struchalin, M.V. (Maksim), Aulchenko, Y.S. (Yurii), Weisschuh, N. (Nicole), Zenkel, M. (Matthias), Mardin, C.Y. (Christian), Gramer, E. (Eugen), Welge-Lüssen, U. (Ulrich), Montgomery, G.W. (Grant), Carbonaro, F. (Francis), Young, T.L. (Terri), Bellenguez, C. (Céline), Mcguffin, P. (Peter), Foster, P.J. (Paul), Topouzis, F. (Fotis), Mitchell, P. (Paul), Wang, J.J. (Jie Jin), Wong, T.Y. (Tien Yin), Czudowska, M.A. (Monika), Hofman, A. (Albert), Uitterlinden, A.G. (André), Wolfs, R.C.W. (Roger), Jong, P.T.V.M. (Paulus) de, Oostra, B.A. (Ben), Paterson, A.D. (Andrew), Mackey, D.A. (David), Bergen, A.A.B. (Arthur), Reis, A. (André), Hammond, C.J. (Christopher), Vingerling, J.R. (Hans), Lemij, H.G. (Hans), Klaver, C.C.W. (Caroline), and Duijn, C.M. (Cornelia) van
Abstract: Intraocular pressure (IOP) is a highly heritable risk factor for primary open-angle glaucoma and is the only target for current glaucoma therapy. The genetic factors which determine IOP are largely unknown. We performed a geno
Published: 2012
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44. A genome-wide association study identifies a susceptibility locus for refractive errors and myopia at 15q14

Author: Solouki, A.M. (Abbas), Verhoeven, V.J.M. (Virginie), Duijn, C.M. (Cornelia) van, Verkerk, A.J.H.M. (Annemieke), Ikram, M.K. (Kamran), Hysi, P.G. (Pirro), Despriet, D.D.G. (Dominique), Koolwijk, L.M.E. (Leonieke) van, Ho, L. (Lintje), Ramdas, W.D. (Wishal), Czudowska, M.A. (Monika), Kuijpers, R.W.A.M. (Robert), Amin, N. (Najaf), Struchalin, M.V. (Maksim), Aulchenko, Y.S. (Yurii), Rij, G. (Gabriel) van, Riemslag, F.C.C. (Frans), Young, T.L. (Terry), Mackey, D.A. (David), Spector, T.D. (Timothy), Gorgels, T.G.M.F. (Theo), Willemse-Assink, J.J.M. (Jacqueline), Isaacs, A.J. (Aaron), Kramer, R. (Rogier), Swagemakers, S.M.A. (Sigrid), Bergen, A.A.B. (Arthur), Oosterhout, A.A.L.J. (Andrew) van, Oostra, B.A. (Ben), Rivadeneira Ramirez, F. (Fernando), Uitterlinden, A.G. (André), Hofman, A. (Albert), Jong, P.T.V.M. (Paulus) de, Hammond, C.J. (Christopher), Vingerling, J.R. (Hans), Klaver, C.C.W. (Caroline), Solouki, A.M. (Abbas), Verhoeven, V.J.M. (Virginie), Duijn, C.M. (Cornelia) van, Verkerk, A.J.H.M. (Annemieke), Ikram, M.K. (Kamran), Hysi, P.G. (Pirro), Despriet, D.D.G. (Dominique), Koolwijk, L.M.E. (Leonieke) van, Ho, L. (Lintje), Ramdas, W.D. (Wishal), Czudowska, M.A. (Monika), Kuijpers, R.W.A.M. (Robert), Amin, N. (Najaf), Struchalin, M.V. (Maksim), Aulchenko, Y.S. (Yurii), Rij, G. (Gabriel) van, Riemslag, F.C.C. (Frans), Young, T.L. (Terry), Mackey, D.A. (David), Spector, T.D. (Timothy), Gorgels, T.G.M.F. (Theo), Willemse-Assink, J.J.M. (Jacqueline), Isaacs, A.J. (Aaron), Kramer, R. (Rogier), Swagemakers, S.M.A. (Sigrid), Bergen, A.A.B. (Arthur), Oosterhout, A.A.L.J. (Andrew) van, Oostra, B.A. (Ben), Rivadeneira Ramirez, F. (Fernando), Uitterlinden, A.G. (André), Hofman, A. (Albert), Jong, P.T.V.M. (Paulus) de, Hammond, C.J. (Christopher), Vingerling, J.R. (Hans), and Klaver, C.C.W. (Caroline)
Abstract: Refractive errors are the most common ocular disorders worldwide and may lead to blindness. Although this trait is highly heritable, identification of susceptibility genes has been challenging. We conducted a genome-wide association study for refractive error in 5,328 individuals from a Dutch population-based study with replication in four independent cohorts (combined 10,280 individuals in the replication stage). We identified a significant association at chromosome 15q14 (rs634990, P = 2.21 × 10−14). The odds ratio of myopia compared to hyperopia for the minor allele (minor allele frequency = 0.47) was 1.41 (95% CI 1.16–1.70) for individuals heterozygous for the allele and 1.83 (95% CI 1.42–2.36) for individuals homozygous for the allele. The associated locus is near two genes that are expressed in the retina, GJD2 and ACTC1, and appears to harbor regulatory elements which may influence transcription of these genes. Our data suggest that common variants at 15q14 influence susceptibility for refractive errors in the general population.
Published: 2010
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45. A genome-wide association study identifies a susceptibility locus for refractive errors and myopia at 15q14

Author: Solouki, A.M. (Abbas), Verhoeven, V.J.M. (Virginie), Duijn, C.M. (Cornelia) van, Verkerk, A.J.H.M. (Annemieke), Ikram, M.K. (Kamran), Hysi, P.G. (Pirro), Despriet, D.D.G. (Dominique), Koolwijk, L.M.E. (Leonieke) van, Ho, L. (Lintje), Ramdas, W.D. (Wishal), Czudowska, M.A. (Monika), Kuijpers, R.W.A.M. (Robert), Amin, N. (Najaf), Struchalin, M.V. (Maksim), Aulchenko, Y.S. (Yurii), Rij, G. (Gabriel) van, Riemslag, F.C.C. (Frans), Young, T.L. (Terry), Mackey, D.A. (David), Spector, T.D. (Timothy), Gorgels, T.G.M.F. (Theo), Willemse-Assink, J.J.M. (Jacqueline), Isaacs, A.J. (Aaron), Kramer, R. (Rogier), Swagemakers, S.M.A. (Sigrid), Bergen, A.A.B. (Arthur), Oosterhout, A.A.L.J. (Andrew) van, Oostra, B.A. (Ben), Rivadeneira Ramirez, F. (Fernando), Uitterlinden, A.G. (André), Hofman, A. (Albert), Jong, P.T.V.M. (Paulus) de, Hammond, C.J. (Christopher), Vingerling, J.R. (Hans), Klaver, C.C.W. (Caroline), Solouki, A.M. (Abbas), Verhoeven, V.J.M. (Virginie), Duijn, C.M. (Cornelia) van, Verkerk, A.J.H.M. (Annemieke), Ikram, M.K. (Kamran), Hysi, P.G. (Pirro), Despriet, D.D.G. (Dominique), Koolwijk, L.M.E. (Leonieke) van, Ho, L. (Lintje), Ramdas, W.D. (Wishal), Czudowska, M.A. (Monika), Kuijpers, R.W.A.M. (Robert), Amin, N. (Najaf), Struchalin, M.V. (Maksim), Aulchenko, Y.S. (Yurii), Rij, G. (Gabriel) van, Riemslag, F.C.C. (Frans), Young, T.L. (Terry), Mackey, D.A. (David), Spector, T.D. (Timothy), Gorgels, T.G.M.F. (Theo), Willemse-Assink, J.J.M. (Jacqueline), Isaacs, A.J. (Aaron), Kramer, R. (Rogier), Swagemakers, S.M.A. (Sigrid), Bergen, A.A.B. (Arthur), Oosterhout, A.A.L.J. (Andrew) van, Oostra, B.A. (Ben), Rivadeneira Ramirez, F. (Fernando), Uitterlinden, A.G. (André), Hofman, A. (Albert), Jong, P.T.V.M. (Paulus) de, Hammond, C.J. (Christopher), Vingerling, J.R. (Hans), and Klaver, C.C.W. (Caroline)
Abstract: Refractive errors are the most common ocular disorders worldwide and may lead to blindness. Although this trait is highly heritable, identification of susceptibility genes has been challenging. We conducted a genome-wide association study for refractive error in 5,328 individuals from a Dutch population-based study with replication in four independent cohorts (combined 10,280 individuals in the replication stage). We identified a significant association at chromosome 15q14 (rs634990, P = 2.21 × 10−14). The odds ratio of myopia compared to hyperopia for the minor allele (minor allele frequency = 0.47) was 1.41 (95% CI 1.16–1.70) for individuals heterozygous for the allele and 1.83 (95% CI 1.42–2.36) for individuals homozygous for the allele. The associated locus is near two genes that are expressed in the retina, GJD2 and ACTC1, and appears to harbor regulatory elements which may influence transcription of these genes. Our data suggest that common variants at 15q14 influence susceptibility for refractive errors in the general population.
Published: 2010

46. A genome-wide association study of optic disc parameters

Author: Ramdas, W.D. (Wishal), Koolwijk, L.M.E. (Leonieke) van, Ikram, M.K. (Kamran), Jansonius, N.M. (Nomdo), Jong, P.T.V.M. (Paulus) de, Bergen, A.A.B. (Arthur), Isaacs, A.J. (Aaron), Amin, N. (Najaf), Aulchenko, Y.S. (Yurii), Wolfs, R.C.W. (Roger), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Hysi, P.G. (Pirro), Hammond, C.J. (Christopher), Lemij, H.G. (Hans), Vingerling, J.R. (Hans), Klaver, C.C.W. (Caroline), Duijn, C.M. (Cornelia) van, Ramdas, W.D. (Wishal), Koolwijk, L.M.E. (Leonieke) van, Ikram, M.K. (Kamran), Jansonius, N.M. (Nomdo), Jong, P.T.V.M. (Paulus) de, Bergen, A.A.B. (Arthur), Isaacs, A.J. (Aaron), Amin, N. (Najaf), Aulchenko, Y.S. (Yurii), Wolfs, R.C.W. (Roger), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Hysi, P.G. (Pirro), Hammond, C.J. (Christopher), Lemij, H.G. (Hans), Vingerling, J.R. (Hans), Klaver, C.C.W. (Caroline), and Duijn, C.M. (Cornelia) van
Abstract: The optic nerve head is involved in many ophthalmic disorders, including common diseases such as myopia and open-angle glaucoma. Two of the most important parameters are the size of the optic disc area and the vertical cup-disc ratio (VCDR). Both are highly heritable but genetically largely undetermined. We performed a meta-analysis of genome-wide association (GWA) data to identify genetic variants associated with optic disc area and VCDR. The gene discovery included 7,360 unrelated individuals from the population-based Rotterdam Study I and Rotterdam Study II cohorts. These cohorts revealed two genome-wide significant loci for optic disc area, rs1192415 on chromosome 1p22 (p =6.72*10-19) within 117 kb of the CDC7 gene and rs1900004 on chromosome 10q21.3-q22.1 (p=2.67*10-33) within 10 kb of the ATOH7 gene. They revealed two genome-wide significant loci for VCDR, rs1063192 on chromosome 9p21 (p =6.15*10-11) in the CDKN2B gene and rs10483727 on chromosome 14q22.3-q23 (p=2.93*10-10) within 40 kbp of the SIX1 gene. Findings were replicated in two independent Dutch cohorts (Rotterdam Study III and Erasmus Rucphen Family study; N=3,612), and the TwinsUK cohort (N=843). Meta-analysis with the replication cohorts confirmed the four loci and revealed a third locus at 16q12.1 associated with optic disc area, and four other loci at 11q13, 13q13, 17q23 (borderline significant), and 22q12.1 for VCDR. ATOH7 was also associated with VCDR independent of optic disc area. Three of the loci were marginally associated with open-angle glaucoma. The protein pathways in which the loci of optic disc area are involved overlap with those identified for VCDR, suggesting a common genetic origin. © 2010 Ramdas et al.
Published: 2010
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47. Digital quantification of human eye color highlights genetic association of three new loci.

Author: Liu, F. (Fan), Wollstein, A. (Andreas), Hysi, P.G. (Pirro), Ankra-Badu, G.A. (Georgina), Spector, T.D. (Timothy), Park, D.J. (Daniel), Zhu, G. (Gu), Larsson, M. (Mats), Duffy, D.L. (David), Montgomery, G.W. (Grant), Mackey, D.A. (David), Walsh, S. (Susan), Lao Grueso, O. (Oscar), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Vingerling, J.R. (Hans), Uitterlinden, A.G. (André), Martin, N.G. (Nicholas), Hammond, C.J. (Christopher), Kayser, M.H. (Manfred), Liu, F. (Fan), Wollstein, A. (Andreas), Hysi, P.G. (Pirro), Ankra-Badu, G.A. (Georgina), Spector, T.D. (Timothy), Park, D.J. (Daniel), Zhu, G. (Gu), Larsson, M. (Mats), Duffy, D.L. (David), Montgomery, G.W. (Grant), Mackey, D.A. (David), Walsh, S. (Susan), Lao Grueso, O. (Oscar), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Vingerling, J.R. (Hans), Uitterlinden, A.G. (André), Martin, N.G. (Nicholas), Hammond, C.J. (Christopher), and Kayser, M.H. (Manfred)
Abstract: Previous studies have successfully identified genetic variants in several genes associated with human iris (eye) color; however, they all used simplified categorical trait information. Here, we quantified continuous eye color variation into hue and saturation values using high-resolution digital full-eye photographs and conducted a genome-wide association study on 5,951 Dutch Europeans from the Rotterdam Study. Three new regions, 1q42.3, 17q25.3, and 21q2
Published: 2010
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