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1. 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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2. 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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3. Determining Possible Shared Genetic Architecture Between Myopia and Primary Open-Angle Glaucoma

Author: Iglesias González, A.I. (Adriana), Ong, J.S., Khawaja, AP, Gharahkhani, P, Tedja, M.S., Verhoeven, V.J.M. (Virginie), Bonnemaijer, P.W.M. (Pieter), Wolfs, R.C.W. (Roger), Young, T.L. (Terri), Jansonius, NM, Craig, J.E. (Jamie), Stambolian, D, Duijn, C.M., MacGregor, S. (Stuart), Klaver, C.C.W. (Caroline), Iglesias González, A.I. (Adriana), Ong, J.S., Khawaja, AP, Gharahkhani, P, Tedja, M.S., Verhoeven, V.J.M. (Virginie), Bonnemaijer, P.W.M. (Pieter), Wolfs, R.C.W. (Roger), Young, T.L. (Terri), Jansonius, NM, Craig, J.E. (Jamie), Stambolian, D, Duijn, C.M., MacGregor, S. (Stuart), and Klaver, C.C.W. (Caroline)
Abstract: PURPOSE. To determine genetic correlations between common myopia and primary open-angle glaucoma (POAG). METHODS. We tested the association of myopia polygenic risk scores (PRSs) with POAG and POAG endophenotypes using two studies: the Australian & New Zealand Registry of Advanced Glaucoma (ANZRAG) study comprising 798 POAG cases with 1992 controls, and the Rotterdam Study (RS), a population-based study with 11,097 participants, in which intraocular pressure (IOP) and optic disc parameter measurements were catalogued. PRSs were derived from genome-wide association study meta-analyses conducted by the Consortium for Refractive Error and Myopia (CREAM) and 23andMe. In total, 12 PRSs were constructed and tested. Further, we explored the genetic correlation between myopia, POAG, and POAG endophenotypes by using the linkage disequilibrium score regression (LDSC) method. RESULTS. We did not find significant evidence for an association between PRS of myopia with POAG (P ¼ 0.81), IOP (P ¼ 0.07), vertical cup–disc ratio (P ¼ 0.42), or cup area (P ¼ 0.25). We observed a nominal association with retinal nerve fiber layer (P ¼ 7.7 3 103 ) and a significant association between PRS for myopia and disc area (P ¼ 1.59 3 109 ). Using the LDSC method, we found a genetic correlation only between myopia and disc area (genetic correlation [RhoG] ¼ 0.12, P ¼ 1.8 3 103 ), supporting the findings of the PRS approach. CONCLUSIONS. Using two complementary approaches we found no evidence to support a genetic overlap between myopia and POAG; our results suggest that the comorbidity of these diseases is not influenced by common variants. The association between myopia and optic disc size is well known and validates this methodology.
Published: 2019
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4. 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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5. 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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6. 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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7. 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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8. A large genome-wide association study of age-related macular degeneration highlights contributions of rare and common variants

Author: Fritsche, L.G. (Lars), Igl, W. (Wilmar), Cooke Bailey, J.N. (Jessica N.), Grassmann, F. (Felix), Sengupta, S. (Sebanti), Bragg-Gresham, J.L. (Jennifer L.), Burdon, K.P. (Kathryn P.), Hebbring, S.J. (Scott J.), Wen, C. (Cindy), Gorski, M. (Mathias), Kim, I.K. (Ivana), Cho, D. (David), Zack, D. (Donald), Souied, E.H. (Eric), Scholl, H.P.N. (Hendrik), Bala, E. (Elisa), ELee, K. (Kristine), Hunter, D. (David), Sardell, R.J. (Rebecca J.), Mitchell, P. (Paul), Merriam, J.E. (Joanna), Cipriani, F. (Francesco), Hoffman, J.D. (Joshua D.), Schick, T. (Tina), Lechanteur, Y.T.E. (Yara T. E.), Guymer, R.H. (Robyn), Johnson, M.P. (Matthew), Jiang, Y., Stanton, C.M. (Chloe), Buitendijk, G.H.S. (Gabrielle), Zhan, X. (Xiaowei), Kwong, A.M. (Alan M.), Boleda, A. (Alexis), Brooks, M. (Matthew), Gieser, L. (Linn), Ratna Priya, R. (Rinki), Branham, K.E. (Kari), Foerster, J.R. (Johanna R.), Heckenlively, J.R. (John), Othman, M.I. (Mohammad), Vote, B.J. (Brendan J.), Liang, H.H. (Helena Hai), Souzeau, E. (Emmanuelle), McAllister, I.L. (Ian L.), Isaacs, T. (Timothy), Hall, J. (Janette), Lake, S. (Stewart), Mackey, D.A. (David), Constable, I.J. (Ian J.), Craig, J.E. (Jamie E.), Kitchner, T.E. (Terrie E.), Yang, Z. (Zhenglin), Su, Z. (Zhiguang), Luo, H. (Hongrong), Chen, D. (Daniel), Ouyang, H. (Hong), Flagg, K. (Ken), Lin, D. (Danni), Mao, G. (Guanping), Ferreyra, H.A. (Henry), Stark, K. (Klaus), Strachwitz, C. (Claudia) von, Wolf, A. (Armin), Brandl, C. (Caroline), Rudolph, G. (Guenther), Olden, M. (Matthias), Morrison, M.A. (Margaux), Morgan, D.J. (Denise), Schu, M. (Matthew), Ahn, J. (Jeeyun), Silvestri, G. (Giuliana), Tsironi, E.E. (Evangelia), Park, K.H. (Kyu Hyung), Farrer, L.A. (Lindsay), Orlin, A. (Anton), Brucker, A. (Alexander), Curcio, C.A. (Christine A.), Mohand-Sa'd, S. (Saddek), Sahel, J.-A. (José-Alain), Audo, I. (Isabelle), Benchaboune, M. (Mustapha), Cree, A.J. (Angela), Rennie, C.A. (Christina A.), Goverdhan, S.V. (Srinivas V.), Grunin, M. (Michelle), Hagbi-Levi, S. (Shira), Campochiaro, B. (Betsy), Katsanis, N. (Nicholas), Holz, F.G. (Frank), Blond, F. (Frédéric), Blanché, H. (Hél'ne), Deleuze, J.-F. (Jean-Fran'ois), Igo Jr., R.P. (Robert), Truitt, B.J. (Barbara), Peachey, N.S. (Neal ), Meuer, S.M. (Stacy), Myers, C.E. (Chelsea), Moore, E.L. (Emily L.), Klein, R. (Ronald), Hauser, M.A. (Michael), Postel, E.A. (Eric), Courtenay, M.D. (Monique D.), Schwartz, S.M. (Stephen), Kovach, J.L. (Jaclyn), Scott, W.K. (William), Liew, G. (Gerald), Tan, A.G. (Ava G.), Gopinath, B. (Bamini), Smith, T. (Tim), Khan, J.C. (Jane), Shahid, M. (Mohammad), Moore, A.T. (Anthony), McGrath, J.A. (J Allie), Laux, R. (Reneé), Brantley, M.A. (Milam), Agarwal, A. (Anita), Ersoy, L. (Lebriz), Caramoy, A. (Albert), Langmann, T. (Thomas), Saksens, N.T.M. (Nicole T.), Jong, E.K. (Eiko Kde), Hoyng, C.B. (Carel), Cain, M.S. (Melinda), Richardson, A.J. (Andrea), Martin, T.M. (Tammy M.), Blangero, J. (John), Weeks, D.E. (Daniel), Dhillon, B. (Bal), Duijn, C.M. (Cornelia) van, Doheny, K.F. (Kimberly), Romm, J. (Jane), Klaver, C.C.W. (Caroline), Hayward, C. (Caroline), Gorin, M.B. (Michael B.), Klein, M.L. (Michael), Baird, P.N. (Paul), Hollander, A.I. (Anneke), Fauser, S. (Sascha), WYates, J.R. (John R.), Allikmets, R. (Rando), Wang, J.J. (Jie Jin), Schaumberg, D.A. (Debra), Klein, B.E.K. (Barbara), Hagstrom, S.A. (Stephanie), Chowers, Y. (Yehuda), Lotery, A.J. (Andrew), Léveillard, T. (Thierry), Zhang, K. (Kang), Brilliant, M.H. (Murray H.), Hewit, A.W. (Alex), Swaroop, A. (Anand), Chew, E.Y. (Emily Y.), Pericak-Vance, M.A. (Margaret), DeAngelis, M.M. (Margaret), Stambolian, D. (Dwight), Haines, J.L. (Jonathan), Iyengar, S.K. (Sudha), Weber, B.H.F. (Bernhard), Abecasis, G.R. (Gonçalo), Heid, I.M. (Iris), Li, M. (Mingyao), Fritsche, L.G. (Lars), Igl, W. (Wilmar), Cooke Bailey, J.N. (Jessica N.), Grassmann, F. (Felix), Sengupta, S. (Sebanti), Bragg-Gresham, J.L. (Jennifer L.), Burdon, K.P. (Kathryn P.), Hebbring, S.J. (Scott J.), Wen, C. (Cindy), Gorski, M. (Mathias), Kim, I.K. (Ivana), Cho, D. (David), Zack, D. (Donald), Souied, E.H. (Eric), Scholl, H.P.N. (Hendrik), Bala, E. (Elisa), ELee, K. (Kristine), Hunter, D. (David), Sardell, R.J. (Rebecca J.), Mitchell, P. (Paul), Merriam, J.E. (Joanna), Cipriani, F. (Francesco), Hoffman, J.D. (Joshua D.), Schick, T. (Tina), Lechanteur, Y.T.E. (Yara T. E.), Guymer, R.H. (Robyn), Johnson, M.P. (Matthew), Jiang, Y., Stanton, C.M. (Chloe), Buitendijk, G.H.S. (Gabrielle), Zhan, X. (Xiaowei), Kwong, A.M. (Alan M.), Boleda, A. (Alexis), Brooks, M. (Matthew), Gieser, L. (Linn), Ratna Priya, R. (Rinki), Branham, K.E. (Kari), Foerster, J.R. (Johanna R.), Heckenlively, J.R. (John), Othman, M.I. (Mohammad), Vote, B.J. (Brendan J.), Liang, H.H. (Helena Hai), Souzeau, E. (Emmanuelle), McAllister, I.L. (Ian L.), Isaacs, T. (Timothy), Hall, J. (Janette), Lake, S. (Stewart), Mackey, D.A. (David), Constable, I.J. (Ian J.), Craig, J.E. (Jamie E.), Kitchner, T.E. (Terrie E.), Yang, Z. (Zhenglin), Su, Z. (Zhiguang), Luo, H. (Hongrong), Chen, D. (Daniel), Ouyang, H. (Hong), Flagg, K. (Ken), Lin, D. (Danni), Mao, G. (Guanping), Ferreyra, H.A. (Henry), Stark, K. (Klaus), Strachwitz, C. (Claudia) von, Wolf, A. (Armin), Brandl, C. (Caroline), Rudolph, G. (Guenther), Olden, M. (Matthias), Morrison, M.A. (Margaux), Morgan, D.J. (Denise), Schu, M. (Matthew), Ahn, J. (Jeeyun), Silvestri, G. (Giuliana), Tsironi, E.E. (Evangelia), Park, K.H. (Kyu Hyung), Farrer, L.A. (Lindsay), Orlin, A. (Anton), Brucker, A. (Alexander), Curcio, C.A. (Christine A.), Mohand-Sa'd, S. (Saddek), Sahel, J.-A. (José-Alain), Audo, I. (Isabelle), Benchaboune, M. (Mustapha), Cree, A.J. (Angela), Rennie, C.A. (Christina A.), Goverdhan, S.V. (Srinivas V.), Grunin, M. (Michelle), Hagbi-Levi, S. (Shira), Campochiaro, B. (Betsy), Katsanis, N. (Nicholas), Holz, F.G. (Frank), Blond, F. (Frédéric), Blanché, H. (Hél'ne), Deleuze, J.-F. (Jean-Fran'ois), Igo Jr., R.P. (Robert), Truitt, B.J. (Barbara), Peachey, N.S. (Neal ), Meuer, S.M. (Stacy), Myers, C.E. (Chelsea), Moore, E.L. (Emily L.), Klein, R. (Ronald), Hauser, M.A. (Michael), Postel, E.A. (Eric), Courtenay, M.D. (Monique D.), Schwartz, S.M. (Stephen), Kovach, J.L. (Jaclyn), Scott, W.K. (William), Liew, G. (Gerald), Tan, A.G. (Ava G.), Gopinath, B. (Bamini), Smith, T. (Tim), Khan, J.C. (Jane), Shahid, M. (Mohammad), Moore, A.T. (Anthony), McGrath, J.A. (J Allie), Laux, R. (Reneé), Brantley, M.A. (Milam), Agarwal, A. (Anita), Ersoy, L. (Lebriz), Caramoy, A. (Albert), Langmann, T. (Thomas), Saksens, N.T.M. (Nicole T.), Jong, E.K. (Eiko Kde), Hoyng, C.B. (Carel), Cain, M.S. (Melinda), Richardson, A.J. (Andrea), Martin, T.M. (Tammy M.), Blangero, J. (John), Weeks, D.E. (Daniel), Dhillon, B. (Bal), Duijn, C.M. (Cornelia) van, Doheny, K.F. (Kimberly), Romm, J. (Jane), Klaver, C.C.W. (Caroline), Hayward, C. (Caroline), Gorin, M.B. (Michael B.), Klein, M.L. (Michael), Baird, P.N. (Paul), Hollander, A.I. (Anneke), Fauser, S. (Sascha), WYates, J.R. (John R.), Allikmets, R. (Rando), Wang, J.J. (Jie Jin), Schaumberg, D.A. (Debra), Klein, B.E.K. (Barbara), Hagstrom, S.A. (Stephanie), Chowers, Y. (Yehuda), Lotery, A.J. (Andrew), Léveillard, T. (Thierry), Zhang, K. (Kang), Brilliant, M.H. (Murray H.), Hewit, A.W. (Alex), Swaroop, A. (Anand), Chew, E.Y. (Emily Y.), Pericak-Vance, M.A. (Margaret), DeAngelis, M.M. (Margaret), Stambolian, D. (Dwight), Haines, J.L. (Jonathan), Iyengar, S.K. (Sudha), Weber, B.H.F. (Bernhard), Abecasis, G.R. (Gonçalo), Heid, I.M. (Iris), and Li, M. (Mingyao)
Abstract: Advanced age-related macular degeneration (AMD) is the leading cause of blindness in the elderly, with limited therapeutic options. Here we report on a study of >12 million variants, including 163,714 directly genotyped, mostly rare, protein-altering variants. Analyzing 16,144 patients and 17,832 controls, we identify 52 independently associated common and rare variants (P < 5 × 10 -8) distributed across 34 loci. Although wet and dry AMD subtypes exhibit predominantly shared genetics, we identify the first genetic association signal specific to wet AMD, near MMP9 (difference P value = 4.1 × 10 -10). Very rare coding variants (frequency <0.1%) in CFH, CFI and TIMP3 suggest causal roles for these genes, as does a splice variant in SLC16A8. Our results support the hypothesis that rare coding variants can pinpoint causal genes within known genetic loci and illustrate that applying the approach systematically to detect new loci requires extremely large sample sizes.
Published: 2016
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9. 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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10. 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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11. 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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12. 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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13. 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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14. 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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14 results on '"Craig, J.E. (Jamie)"'

1. Genome-wide association meta-analysis of corneal curvature identifies novel loci and shared genetic influences across axial length and refractive error

2. Multi-trait genome-wide association study identifies new loci associated with optic disc parameters

3. Determining Possible Shared Genetic Architecture Between Myopia and Primary Open-Angle Glaucoma

4. Genomic locus modulating corneal thickness in the mouse identifies POU6F2 as a potential risk of developing glaucoma

5. Cross-ancestry genome-wide association analysis of corneal thickness strengthens link between complex and Mendelian eye diseases

6. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics.

7. Systems genetics identifies a role for Cacna2d1 regulation in elevated intraocular pressure and glaucoma susceptibility

8. A large genome-wide association study of age-related macular degeneration highlights contributions of rare and common variants

9. Meta-analysis of gene-environment-wide association scans accounting for education level identifies additional loci for refractive error

10. Childhood gene-environment interactions and age-dependent effects of genetic variants associated with refractive error and myopia: The CREAM Consortium

11. Meta-analysis of Genome-Wide Association Studies Identifies Novel Loci Associated With Optic Disc Morphology

12. Genome-wide analysis of multi-ancestry cohorts identifies new loci influencing intraocular pressure and susceptibility to glaucoma

13. Meta-analysis of genome-wide association studies identifies novel loci that influence cupping and the glaucomatous process

14. Genome-wide meta-analyses of multiancestry cohorts identify multiple new susceptibility loci for refractive error and myopia

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14 results on '"Craig, J.E. (Jamie)"'

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