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

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 ef...

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Autores principales: Fan, Qiao, Verhoeven, Virginie J. M., Wojciechowski, Robert, Barathi, Veluchamy A., Hysi, Pirro G., Guggenheim, Jeremy A., Höhn, René, Vitart, Veronique, Khawaja, Anthony P., Yamashiro, Kenji, Hosseini, S Mohsen, Lehtimäki, Terho, Lu, Yi, Haller, Toomas, Xie, Jing, Delcourt, Cécile, Pirastu, Mario, Wedenoja, Juho, Gharahkhani, Puya, Venturini, Cristina, Miyake, Masahiro, Hewitt, Alex W., Guo, Xiaobo, Mazur, Johanna, Huffman, Jenifer E., Williams, Katie M., Polasek, Ozren, Campbell, Harry, Rudan, Igor, Vatavuk, Zoran, Wilson, James F., Joshi, Peter K., McMahon, George, St Pourcain, Beate, Evans, David M., Simpson, Claire L., Schwantes-An, Tae-Hwi, Igo, Robert P., Mirshahi, Alireza, Cougnard-Gregoire, Audrey, Bellenguez, Céline, Blettner, Maria, Raitakari, Olli, Kähönen, Mika, Seppala, Ilkka, Zeller, Tanja, Meitinger, Thomas, Ried, Janina S., Gieger, Christian, Portas, Laura, van Leeuwen, Elisabeth M., Amin, Najaf, Uitterlinden, André G., Rivadeneira, Fernando, Hofman, Albert, Vingerling, Johannes R., Wang, Ya Xing, Wang, Xu, Tai-Hui Boh, Eileen, Ikram, M. Kamran, Sabanayagam, Charumathi, Gupta, Preeti, Tan, Vincent, Zhou, Lei, Ho, Candice E. H., Lim, Wan'e, Beuerman, Roger W., Siantar, Rosalynn, Tai, E-Shyong, Vithana, Eranga, Mihailov, Evelin, Khor, Chiea-Chuen, Hayward, Caroline, Luben, Robert N., Foster, Paul J., Klein, Barbara E. K., Klein, Ronald, Wong, Hoi-Suen, Mitchell, Paul, Metspalu, Andres, Aung, Tin, Young, Terri L., He, Mingguang, Pärssinen, Olavi, van Duijn, Cornelia M., Jin Wang, Jie, Williams, Cathy, Jonas, Jost B., Teo, Yik-Ying, Mackey, David A., Oexle, Konrad, Yoshimura, Nagahisa, Paterson, Andrew D., Pfeiffer, Norbert, Wong, Tien-Yin, Baird, Paul N., Stambolian, Dwight, Wilson, Joan E. Bailey, Cheng, Ching-Yu, Hammond, Christopher J., Klaver, Caroline C. W., Saw, Seang-Mei, Rahi, Jugnoo S., Korobelnik, Jean-François, Kemp, John P., Timpson, Nicholas J., Smith, George Davey, Craig, Jamie E., Burdon, Kathryn P., Fogarty, Rhys D., Iyengar, Sudha K., Chew, Emily, Janmahasatian, Sarayut, Martin, Nicholas G., MacGregor, Stuart, Xu, Liang, Schache, Maria, Nangia, Vinay, Panda-Jonas, Songhomitra, Wright, Alan F., Fondran, Jeremy R., Lass, Jonathan H., Feng, Sheng, Zhao, Jing Hua, Khaw, Kay-Tee, Wareham, Nick J., Rantanen, Taina, Kaprio, Jaakko, Pang, Chi Pui, Chen, Li Jia, Tam, Pancy O., Jhanji, Vishal, Young, Alvin L., Döring, Angela, Raffel, Leslie J., Cotch, Mary-Frances, Li, Xiaohui, Yip, Shea Ping, Yap, Maurice K.H., Biino, Ginevra, Vaccargiu, Simona, Fossarello, Maurizio, Fleck, Brian, Yazar, Seyhan, Tideman, Jan Willem L., Tedja, Milly, Deangelis, Margaret M., Morrison, Margaux, Farrer, Lindsay, Zhou, Xiangtian, Chen, Wei, Mizuki, Nobuhisa, Meguro, Akira, Mäkelä, Kari Matti
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4820539/
https://www.ncbi.nlm.nih.gov/pubmed/27020472
http://dx.doi.org/10.1038/ncomms11008
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author Fan, Qiao
Verhoeven, Virginie J. M.
Wojciechowski, Robert
Barathi, Veluchamy A.
Hysi, Pirro G.
Guggenheim, Jeremy A.
Höhn, René
Vitart, Veronique
Khawaja, Anthony P.
Yamashiro, Kenji
Hosseini, S Mohsen
Lehtimäki, Terho
Lu, Yi
Haller, Toomas
Xie, Jing
Delcourt, Cécile
Pirastu, Mario
Wedenoja, Juho
Gharahkhani, Puya
Venturini, Cristina
Miyake, Masahiro
Hewitt, Alex W.
Guo, Xiaobo
Mazur, Johanna
Huffman, Jenifer E.
Williams, Katie M.
Polasek, Ozren
Campbell, Harry
Rudan, Igor
Vatavuk, Zoran
Wilson, James F.
Joshi, Peter K.
McMahon, George
St Pourcain, Beate
Evans, David M.
Simpson, Claire L.
Schwantes-An, Tae-Hwi
Igo, Robert P.
Mirshahi, Alireza
Cougnard-Gregoire, Audrey
Bellenguez, Céline
Blettner, Maria
Raitakari, Olli
Kähönen, Mika
Seppala, Ilkka
Zeller, Tanja
Meitinger, Thomas
Ried, Janina S.
Gieger, Christian
Portas, Laura
van Leeuwen, Elisabeth M.
Amin, Najaf
Uitterlinden, André G.
Rivadeneira, Fernando
Hofman, Albert
Vingerling, Johannes R.
Wang, Ya Xing
Wang, Xu
Tai-Hui Boh, Eileen
Ikram, M. Kamran
Sabanayagam, Charumathi
Gupta, Preeti
Tan, Vincent
Zhou, Lei
Ho, Candice E. H.
Lim, Wan'e
Beuerman, Roger W.
Siantar, Rosalynn
Tai, E-Shyong
Vithana, Eranga
Mihailov, Evelin
Khor, Chiea-Chuen
Hayward, Caroline
Luben, Robert N.
Foster, Paul J.
Klein, Barbara E. K.
Klein, Ronald
Wong, Hoi-Suen
Mitchell, Paul
Metspalu, Andres
Aung, Tin
Young, Terri L.
He, Mingguang
Pärssinen, Olavi
van Duijn, Cornelia M.
Jin Wang, Jie
Williams, Cathy
Jonas, Jost B.
Teo, Yik-Ying
Mackey, David A.
Oexle, Konrad
Yoshimura, Nagahisa
Paterson, Andrew D.
Pfeiffer, Norbert
Wong, Tien-Yin
Baird, Paul N.
Stambolian, Dwight
Wilson, Joan E. Bailey
Cheng, Ching-Yu
Hammond, Christopher J.
Klaver, Caroline C. W.
Saw, Seang-Mei
Rahi, Jugnoo S.
Korobelnik, Jean-François
Kemp, John P.
Timpson, Nicholas J.
Smith, George Davey
Craig, Jamie E.
Burdon, Kathryn P.
Fogarty, Rhys D.
Iyengar, Sudha K.
Chew, Emily
Janmahasatian, Sarayut
Martin, Nicholas G.
MacGregor, Stuart
Xu, Liang
Schache, Maria
Nangia, Vinay
Panda-Jonas, Songhomitra
Wright, Alan F.
Fondran, Jeremy R.
Lass, Jonathan H.
Feng, Sheng
Zhao, Jing Hua
Khaw, Kay-Tee
Wareham, Nick J.
Rantanen, Taina
Kaprio, Jaakko
Pang, Chi Pui
Chen, Li Jia
Tam, Pancy O.
Jhanji, Vishal
Young, Alvin L.
Döring, Angela
Raffel, Leslie J.
Cotch, Mary-Frances
Li, Xiaohui
Yip, Shea Ping
Yap, Maurice K.H.
Biino, Ginevra
Vaccargiu, Simona
Fossarello, Maurizio
Fleck, Brian
Yazar, Seyhan
Tideman, Jan Willem L.
Tedja, Milly
Deangelis, Margaret M.
Morrison, Margaux
Farrer, Lindsay
Zhou, Xiangtian
Chen, Wei
Mizuki, Nobuhisa
Meguro, Akira
Mäkelä, Kari Matti
author_facet Fan, Qiao
Verhoeven, Virginie J. M.
Wojciechowski, Robert
Barathi, Veluchamy A.
Hysi, Pirro G.
Guggenheim, Jeremy A.
Höhn, René
Vitart, Veronique
Khawaja, Anthony P.
Yamashiro, Kenji
Hosseini, S Mohsen
Lehtimäki, Terho
Lu, Yi
Haller, Toomas
Xie, Jing
Delcourt, Cécile
Pirastu, Mario
Wedenoja, Juho
Gharahkhani, Puya
Venturini, Cristina
Miyake, Masahiro
Hewitt, Alex W.
Guo, Xiaobo
Mazur, Johanna
Huffman, Jenifer E.
Williams, Katie M.
Polasek, Ozren
Campbell, Harry
Rudan, Igor
Vatavuk, Zoran
Wilson, James F.
Joshi, Peter K.
McMahon, George
St Pourcain, Beate
Evans, David M.
Simpson, Claire L.
Schwantes-An, Tae-Hwi
Igo, Robert P.
Mirshahi, Alireza
Cougnard-Gregoire, Audrey
Bellenguez, Céline
Blettner, Maria
Raitakari, Olli
Kähönen, Mika
Seppala, Ilkka
Zeller, Tanja
Meitinger, Thomas
Ried, Janina S.
Gieger, Christian
Portas, Laura
van Leeuwen, Elisabeth M.
Amin, Najaf
Uitterlinden, André G.
Rivadeneira, Fernando
Hofman, Albert
Vingerling, Johannes R.
Wang, Ya Xing
Wang, Xu
Tai-Hui Boh, Eileen
Ikram, M. Kamran
Sabanayagam, Charumathi
Gupta, Preeti
Tan, Vincent
Zhou, Lei
Ho, Candice E. H.
Lim, Wan'e
Beuerman, Roger W.
Siantar, Rosalynn
Tai, E-Shyong
Vithana, Eranga
Mihailov, Evelin
Khor, Chiea-Chuen
Hayward, Caroline
Luben, Robert N.
Foster, Paul J.
Klein, Barbara E. K.
Klein, Ronald
Wong, Hoi-Suen
Mitchell, Paul
Metspalu, Andres
Aung, Tin
Young, Terri L.
He, Mingguang
Pärssinen, Olavi
van Duijn, Cornelia M.
Jin Wang, Jie
Williams, Cathy
Jonas, Jost B.
Teo, Yik-Ying
Mackey, David A.
Oexle, Konrad
Yoshimura, Nagahisa
Paterson, Andrew D.
Pfeiffer, Norbert
Wong, Tien-Yin
Baird, Paul N.
Stambolian, Dwight
Wilson, Joan E. Bailey
Cheng, Ching-Yu
Hammond, Christopher J.
Klaver, Caroline C. W.
Saw, Seang-Mei
Rahi, Jugnoo S.
Korobelnik, Jean-François
Kemp, John P.
Timpson, Nicholas J.
Smith, George Davey
Craig, Jamie E.
Burdon, Kathryn P.
Fogarty, Rhys D.
Iyengar, Sudha K.
Chew, Emily
Janmahasatian, Sarayut
Martin, Nicholas G.
MacGregor, Stuart
Xu, Liang
Schache, Maria
Nangia, Vinay
Panda-Jonas, Songhomitra
Wright, Alan F.
Fondran, Jeremy R.
Lass, Jonathan H.
Feng, Sheng
Zhao, Jing Hua
Khaw, Kay-Tee
Wareham, Nick J.
Rantanen, Taina
Kaprio, Jaakko
Pang, Chi Pui
Chen, Li Jia
Tam, Pancy O.
Jhanji, Vishal
Young, Alvin L.
Döring, Angela
Raffel, Leslie J.
Cotch, Mary-Frances
Li, Xiaohui
Yip, Shea Ping
Yap, Maurice K.H.
Biino, Ginevra
Vaccargiu, Simona
Fossarello, Maurizio
Fleck, Brian
Yazar, Seyhan
Tideman, Jan Willem L.
Tedja, Milly
Deangelis, Margaret M.
Morrison, Margaux
Farrer, Lindsay
Zhou, Xiangtian
Chen, Wei
Mizuki, Nobuhisa
Meguro, Akira
Mäkelä, Kari Matti
author_sort Fan, Qiao
collection PubMed
description 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.
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spelling pubmed-48205392016-04-17 Meta-analysis of gene–environment-wide association scans accounting for education level identifies additional loci for refractive error Fan, Qiao Verhoeven, Virginie J. M. Wojciechowski, Robert Barathi, Veluchamy A. Hysi, Pirro G. Guggenheim, Jeremy A. Höhn, René Vitart, Veronique Khawaja, Anthony P. Yamashiro, Kenji Hosseini, S Mohsen Lehtimäki, Terho Lu, Yi Haller, Toomas Xie, Jing Delcourt, Cécile Pirastu, Mario Wedenoja, Juho Gharahkhani, Puya Venturini, Cristina Miyake, Masahiro Hewitt, Alex W. Guo, Xiaobo Mazur, Johanna Huffman, Jenifer E. Williams, Katie M. Polasek, Ozren Campbell, Harry Rudan, Igor Vatavuk, Zoran Wilson, James F. Joshi, Peter K. McMahon, George St Pourcain, Beate Evans, David M. Simpson, Claire L. Schwantes-An, Tae-Hwi Igo, Robert P. Mirshahi, Alireza Cougnard-Gregoire, Audrey Bellenguez, Céline Blettner, Maria Raitakari, Olli Kähönen, Mika Seppala, Ilkka Zeller, Tanja Meitinger, Thomas Ried, Janina S. Gieger, Christian Portas, Laura van Leeuwen, Elisabeth M. Amin, Najaf Uitterlinden, André G. Rivadeneira, Fernando Hofman, Albert Vingerling, Johannes R. Wang, Ya Xing Wang, Xu Tai-Hui Boh, Eileen Ikram, M. Kamran Sabanayagam, Charumathi Gupta, Preeti Tan, Vincent Zhou, Lei Ho, Candice E. H. Lim, Wan'e Beuerman, Roger W. Siantar, Rosalynn Tai, E-Shyong Vithana, Eranga Mihailov, Evelin Khor, Chiea-Chuen Hayward, Caroline Luben, Robert N. Foster, Paul J. Klein, Barbara E. K. Klein, Ronald Wong, Hoi-Suen Mitchell, Paul Metspalu, Andres Aung, Tin Young, Terri L. He, Mingguang Pärssinen, Olavi van Duijn, Cornelia M. Jin Wang, Jie Williams, Cathy Jonas, Jost B. Teo, Yik-Ying Mackey, David A. Oexle, Konrad Yoshimura, Nagahisa Paterson, Andrew D. Pfeiffer, Norbert Wong, Tien-Yin Baird, Paul N. Stambolian, Dwight Wilson, Joan E. Bailey Cheng, Ching-Yu Hammond, Christopher J. Klaver, Caroline C. W. Saw, Seang-Mei Rahi, Jugnoo S. Korobelnik, Jean-François Kemp, John P. Timpson, Nicholas J. Smith, George Davey Craig, Jamie E. Burdon, Kathryn P. Fogarty, Rhys D. Iyengar, Sudha K. Chew, Emily Janmahasatian, Sarayut Martin, Nicholas G. MacGregor, Stuart Xu, Liang Schache, Maria Nangia, Vinay Panda-Jonas, Songhomitra Wright, Alan F. Fondran, Jeremy R. Lass, Jonathan H. Feng, Sheng Zhao, Jing Hua Khaw, Kay-Tee Wareham, Nick J. Rantanen, Taina Kaprio, Jaakko Pang, Chi Pui Chen, Li Jia Tam, Pancy O. Jhanji, Vishal Young, Alvin L. Döring, Angela Raffel, Leslie J. Cotch, Mary-Frances Li, Xiaohui Yip, Shea Ping Yap, Maurice K.H. Biino, Ginevra Vaccargiu, Simona Fossarello, Maurizio Fleck, Brian Yazar, Seyhan Tideman, Jan Willem L. Tedja, Milly Deangelis, Margaret M. Morrison, Margaux Farrer, Lindsay Zhou, Xiangtian Chen, Wei Mizuki, Nobuhisa Meguro, Akira Mäkelä, Kari Matti Nat Commun Article 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. Nature Publishing Group 2016-03-29 /pmc/articles/PMC4820539/ /pubmed/27020472 http://dx.doi.org/10.1038/ncomms11008 Text en Copyright © 2016, Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved. http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Fan, Qiao
Verhoeven, Virginie J. M.
Wojciechowski, Robert
Barathi, Veluchamy A.
Hysi, Pirro G.
Guggenheim, Jeremy A.
Höhn, René
Vitart, Veronique
Khawaja, Anthony P.
Yamashiro, Kenji
Hosseini, S Mohsen
Lehtimäki, Terho
Lu, Yi
Haller, Toomas
Xie, Jing
Delcourt, Cécile
Pirastu, Mario
Wedenoja, Juho
Gharahkhani, Puya
Venturini, Cristina
Miyake, Masahiro
Hewitt, Alex W.
Guo, Xiaobo
Mazur, Johanna
Huffman, Jenifer E.
Williams, Katie M.
Polasek, Ozren
Campbell, Harry
Rudan, Igor
Vatavuk, Zoran
Wilson, James F.
Joshi, Peter K.
McMahon, George
St Pourcain, Beate
Evans, David M.
Simpson, Claire L.
Schwantes-An, Tae-Hwi
Igo, Robert P.
Mirshahi, Alireza
Cougnard-Gregoire, Audrey
Bellenguez, Céline
Blettner, Maria
Raitakari, Olli
Kähönen, Mika
Seppala, Ilkka
Zeller, Tanja
Meitinger, Thomas
Ried, Janina S.
Gieger, Christian
Portas, Laura
van Leeuwen, Elisabeth M.
Amin, Najaf
Uitterlinden, André G.
Rivadeneira, Fernando
Hofman, Albert
Vingerling, Johannes R.
Wang, Ya Xing
Wang, Xu
Tai-Hui Boh, Eileen
Ikram, M. Kamran
Sabanayagam, Charumathi
Gupta, Preeti
Tan, Vincent
Zhou, Lei
Ho, Candice E. H.
Lim, Wan'e
Beuerman, Roger W.
Siantar, Rosalynn
Tai, E-Shyong
Vithana, Eranga
Mihailov, Evelin
Khor, Chiea-Chuen
Hayward, Caroline
Luben, Robert N.
Foster, Paul J.
Klein, Barbara E. K.
Klein, Ronald
Wong, Hoi-Suen
Mitchell, Paul
Metspalu, Andres
Aung, Tin
Young, Terri L.
He, Mingguang
Pärssinen, Olavi
van Duijn, Cornelia M.
Jin Wang, Jie
Williams, Cathy
Jonas, Jost B.
Teo, Yik-Ying
Mackey, David A.
Oexle, Konrad
Yoshimura, Nagahisa
Paterson, Andrew D.
Pfeiffer, Norbert
Wong, Tien-Yin
Baird, Paul N.
Stambolian, Dwight
Wilson, Joan E. Bailey
Cheng, Ching-Yu
Hammond, Christopher J.
Klaver, Caroline C. W.
Saw, Seang-Mei
Rahi, Jugnoo S.
Korobelnik, Jean-François
Kemp, John P.
Timpson, Nicholas J.
Smith, George Davey
Craig, Jamie E.
Burdon, Kathryn P.
Fogarty, Rhys D.
Iyengar, Sudha K.
Chew, Emily
Janmahasatian, Sarayut
Martin, Nicholas G.
MacGregor, Stuart
Xu, Liang
Schache, Maria
Nangia, Vinay
Panda-Jonas, Songhomitra
Wright, Alan F.
Fondran, Jeremy R.
Lass, Jonathan H.
Feng, Sheng
Zhao, Jing Hua
Khaw, Kay-Tee
Wareham, Nick J.
Rantanen, Taina
Kaprio, Jaakko
Pang, Chi Pui
Chen, Li Jia
Tam, Pancy O.
Jhanji, Vishal
Young, Alvin L.
Döring, Angela
Raffel, Leslie J.
Cotch, Mary-Frances
Li, Xiaohui
Yip, Shea Ping
Yap, Maurice K.H.
Biino, Ginevra
Vaccargiu, Simona
Fossarello, Maurizio
Fleck, Brian
Yazar, Seyhan
Tideman, Jan Willem L.
Tedja, Milly
Deangelis, Margaret M.
Morrison, Margaux
Farrer, Lindsay
Zhou, Xiangtian
Chen, Wei
Mizuki, Nobuhisa
Meguro, Akira
Mäkelä, Kari Matti
Meta-analysis of gene–environment-wide association scans accounting for education level identifies additional loci for refractive error
title Meta-analysis of gene–environment-wide association scans accounting for education level identifies additional loci for refractive error
title_full Meta-analysis of gene–environment-wide association scans accounting for education level identifies additional loci for refractive error
title_fullStr Meta-analysis of gene–environment-wide association scans accounting for education level identifies additional loci for refractive error
title_full_unstemmed Meta-analysis of gene–environment-wide association scans accounting for education level identifies additional loci for refractive error
title_short Meta-analysis of gene–environment-wide association scans accounting for education level identifies additional loci for refractive error
title_sort meta-analysis of gene–environment-wide association scans accounting for education level identifies additional loci for refractive error
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4820539/
https://www.ncbi.nlm.nih.gov/pubmed/27020472
http://dx.doi.org/10.1038/ncomms11008
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AT wilsonjamesf metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT joshipeterk metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT mcmahongeorge metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT stpourcainbeate metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT evansdavidm metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT simpsonclairel metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT schwantesantaehwi metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT igorobertp metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT mirshahialireza metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT cougnardgregoireaudrey metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT bellenguezceline metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT blettnermaria metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT raitakariolli metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT kahonenmika metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT seppalailkka metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT zellertanja metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT meitingerthomas metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT riedjaninas metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT giegerchristian metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT portaslaura metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT vanleeuwenelisabethm metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT aminnajaf metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT uitterlindenandreg metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT rivadeneirafernando metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT hofmanalbert metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT vingerlingjohannesr metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT wangyaxing metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT wangxu metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT taihuiboheileen metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT ikrammkamran metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT sabanayagamcharumathi metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT guptapreeti metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT tanvincent metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT zhoulei metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT hocandiceeh metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT limwane metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT beuermanrogerw metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT siantarrosalynn metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT taieshyong metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT vithanaeranga metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT mihailovevelin metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT khorchieachuen metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT haywardcaroline metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT lubenrobertn metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT fosterpaulj metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT kleinbarbaraek metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT kleinronald metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT wonghoisuen metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT mitchellpaul metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT metspaluandres metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT aungtin metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT youngterril metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT hemingguang metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT parssinenolavi metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT vanduijncorneliam metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT jinwangjie metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT williamscathy metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT jonasjostb metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT teoyikying metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT mackeydavida metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT oexlekonrad metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT yoshimuranagahisa metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT patersonandrewd metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT pfeiffernorbert metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT wongtienyin metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT bairdpauln metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT stamboliandwight metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT wilsonjoanebailey metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT chengchingyu metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT hammondchristopherj metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT klavercarolinecw metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT sawseangmei metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT rahijugnoos metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT korobelnikjeanfrancois metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT kempjohnp metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT timpsonnicholasj metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT smithgeorgedavey metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT craigjamiee metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT burdonkathrynp metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT fogartyrhysd metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT iyengarsudhak metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT chewemily metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT janmahasatiansarayut metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT martinnicholasg metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT macgregorstuart metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT xuliang metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT schachemaria metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT nangiavinay metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT pandajonassonghomitra metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT wrightalanf metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT fondranjeremyr metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT lassjonathanh metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT fengsheng metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT zhaojinghua metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT khawkaytee metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT warehamnickj metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT rantanentaina metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT kapriojaakko metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT pangchipui metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT chenlijia metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT tampancyo metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT jhanjivishal metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT youngalvinl metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT doringangela metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT raffellesliej metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT cotchmaryfrances metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT lixiaohui metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT yipsheaping metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT yapmauricekh metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT biinoginevra metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT vaccargiusimona metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT fossarellomaurizio metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT fleckbrian metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT yazarseyhan metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT tidemanjanwilleml metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT tedjamilly metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT deangelismargaretm metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT morrisonmargaux metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT farrerlindsay metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT zhouxiangtian metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT chenwei metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT mizukinobuhisa metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT meguroakira metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror
AT makelakarimatti metaanalysisofgeneenvironmentwideassociationscansaccountingforeducationlevelidentifiesadditionallociforrefractiveerror