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

  • Qiao Fan*
  • , Alfred Pozarickij
  • , Nicholas Y. Q. Tan
  • , Xiaobo Guo
  • , Virginie J. M. Verhoeven
  • , Veronique Vitart
  • , Jeremy A. Guggenheim
  • , Masahiro Miyake
  • , J. Willem L. Tideman
  • , Anthony P. Khawaja
  • , Liang Zhang
  • , Stuart MacGregor
  • , René Höhn
  • , Peng Chen
  • , Ginevra Biino
  • , Juho Wedenoja
  • , Seyed Ehsan Saffari
  • , Milly S. Tedja
  • , Jing Xie
  • , Carla Lanca
  • Ya Xing Wang, Srujana Sahebjada, Johanna Mazur, Alireza Mirshahi, Nicholas G. Martin, Seyhan Yazar, Craig E. Pennell, Maurice Yap, Annechien E. G. Haarman, Clair A. Enthoven, JanRoelof Polling, Joan E. Bailey-Wilson, Amutha Barathi Veluchamy, Kathryn P. Burdon, Harry Campbell, Li Jia Chen, Emily Y. Chew, Jamie E. Craig, Phillippa M. Cumberland, Margaret M. Deangelis, C. cile Delcourt, Xiaohu Ding, David M. Evans, Puya Gharahkhani, Adriana I. Iglesias, Toomas Haller, Xikun Han, Quan Hoang, Robert P. Igo, Sudha K. Iyengar, Mika Kähönen, Jaakko Kaprio, Barbara E. Klein, Ronald Klein, Jonathan H. Lass, Kris Lee, Terho Lehtimäki, Deyana D. Lewis, Qing Li, Shi-Ming Li, Leo-Pekka Lyytikäinen, Akira Meguro, Andres Metspalu, Candace D. Middlebrooks, Nobuhisa Mizuki, Anthony M. Musolf, Stefan Nickels, Konrad Oexle, Chi Pui Pang, Andrew D. Paterson, Jugnoo S. Rahi, Olli Raitakari, Igor Rudan, Dwight Stambolian, Claire L. Simpson, Ningli Wang, Wen Bin Wei, Katie M. Williams, James F. Wilson, Robert Wojciechowski, Kenji Yamashiro, Jason C. S. Yam, Xiangtian Zhou, Tariq Aslam, Sarah A. Barman, Jenny H. Barrett, Paul Bishop, Peter Blows, Catey Bunce, Roxana O. Carare, Usha Chakravarthy, Michelle Chan, Sharon Y. L. Chua, David P. Crabb, Philippa M. Cumberland, Alexander Day, Parul Desai, Bal Dhillon, Andrew D. Dick, Cathy Egan, Sarah Ennis, Marcus Fruttiger, John E. J. Gallacher, David F. Garway-Heath, Jane Gibson, Dan Gore, Alison Hardcastle, Simon P. Harding, Ruth E. Hogg, Pearse A. Keane, Sir Peng T. Khaw, Gerassimos Lascaratos, Andrew J. Lotery, Tom Macgillivray, Sarah Mackie, Keith Martin, Michelle McGaughey, Bernadette McGuinness, Gareth J. McKay, Martin McKibbin, Danny Mitry, Tony Moore, James E. Morgan, Zaynah A. Muthy, Eoin O’Sullivan, Chris G. Owen, Praveen Patel, Euan Paterson, Tunde Peto, Axel Petzold, Jugnoo S. Rahi, Alicja R. Rudnikca, Jay Self, Sobha Sivaprasad, David Steel, Irene Stratton, Nicholas Strouthidis, Cathie Sudlow, Dhanes Thomas, Consortium for Refractive Error and Myopia (CREAM), UK Biobank Eye and Vision Consortium
*Corresponding author for this work
  • Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
  • School of Medicine, School of Psychology, Cardiff University Brain Research Imaging Centre, Maindy Road, Cardiff, CF24 4HQ, UK
  • Singapore National Eye Center
  • Sun Yat-Sen University
  • Erasmus MC
  • University of Edinburgh
  • Kyoto University
  • Moorfields Eye Hospital NHS Foundation Trust
  • University of Cambridge
  • Queensland Institute of Medical Research
  • Johannes Gutenberg University Mainz
  • University of Bern
  • National University of Singapore
  • National Research Council of Italy
  • University of Helsinki
  • Monash University
  • University of Melbourne
  • Capital Medical University
  • Dardenne Eye Hospital
  • University of Western Australia
  • Hong Kong Polytechnic University
  • Utrecht University of Applied Sciences
  • National Institutes of Health
  • Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
  • Chinese University of Hong Kong
  • Flinders University
  • University College London
  • University of Utah
  • Université de Bordeaux
  • University of Queensland
  • University of Bristol
  • Population Health Sciences, Bristol, United Kingdom
  • University of Leeds
  • NIHR Biomedical Research Centre, London, UK
  • University of Southampton
  • Cardiff University
  • Columbia University
  • Case Western Reserve University
  • Tampere University
  • Gloucestershire Hospitals NHS Foundation Trust
  • University of Wisconsin-Madison
  • Fimlab Laboratories
  • Nottingham University Hospitals NHS Trust
  • Yokohama City University
  • Helmholtz Zentrum München - German Research Center for Environmental Health
  • University of Toronto
  • University of Turku
  • University of Pennsylvania
  • University of Tennessee Health Science Center
  • King's College London
  • Johns Hopkins University
  • Department of Ophthalmology, Otsu Red Cross Hospital, Nagara, Japan
  • Wenzhou Medical University
  • University of Manchester
  • Kingston University
  • Queen's University Belfast
  • University of Oxford
  • University of Liverpool
  • Leeds Teaching Hospitals NHS Trust
  • Department of Clinical Biochemistry, London, United Kingdom
  • University of London, London, UK
  • Newcastle University
  • University of Dundee
  • University of East Anglia
  • Department of Research in Biomedicine and Health, University of Split School of Medicine, Split, Croatia
  • The University of Sydney
  • University of Jyväskylä
  • Jyvaskyla Central Hospital
  • University Hospital of Cagliari
  • University of Cagliari
  • Heidelberg University 
  • Radboud University Medical Center

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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.
Original languageEnglish
Article number133
JournalCommunications Biology
Volume3
Issue number1
DOIs
Publication statusPublished - 1 Dec 2020
Externally publishedYes

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