8
|
Springelkamp H, Höhn R, Mishra A, Hysi PG, Khor CC, Loomis SJ, Bailey JNC, Gibson J, Thorleifsson G, Janssen SF, Luo X, Ramdas WD, Vithana E, Nongpiur ME, Montgomery GW, Xu L, Mountain JE, Gharahkhani P, Lu Y, Amin N, Karssen LC, Sim KS, van Leeuwen EM, Iglesias AI, Verhoeven VJM, Hauser MA, Loon SC, Despriet DDG, Nag A, Venturini C, Sanfilippo PG, Schillert A, Kang JH, Landers J, Jonasson F, Cree AJ, van Koolwijk LME, Rivadeneira F, Souzeau E, Jonsson V, Menon G, Weinreb RN, de Jong PTVM, Oostra BA, Uitterlinden AG, Hofman A, Ennis S, Thorsteinsdottir U, Burdon KP, Spector TD, Mirshahi A, Saw SM, Vingerling JR, Teo YY, Haines JL, Wolfs RCW, Lemij HG, Tai ES, Jansonius NM, Jonas JB, Cheng CY, Aung T, Viswanathan AC, Klaver CCW, Craig JE, Macgregor S, Mackey DA, Lotery AJ, Stefansson K, Bergen AAB, Young TL, Wiggs JL, Pfeiffer N, Wong TY, Pasquale LR, Hewitt AW, van Duijn CM, Hammond CJ. Meta-analysis of genome-wide association studies identifies novel loci that influence cupping and the glaucomatous process. Nat Commun 2014; 5:4883. [PMID: 25241763 PMCID: PMC4199103 DOI: 10.1038/ncomms5883] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2013] [Accepted: 08/04/2014] [Indexed: 11/25/2022] Open
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.
Collapse
Affiliation(s)
- Henriët. Springelkamp
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - René Höhn
- Department of Ophthalmology, University Medical Center Mainz, Mainz 55131, Germany
| | - Aniket Mishra
- Department of Genetics and Computational Biology, Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland 4006, Australia
| | - Pirro G. Hysi
- Department of Twin Research and Genetic Epidemiology, King’s College London, London WC2R 2LS, UK
| | - Chiea-Chuen Khor
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Division of Human Genetics, Genome Institute of Singapore, Singapore 138672, Singapore
| | - Stephanie J. Loomis
- Department of Ophthalmology, Harvard Medical School and Massachusetts Eye and Ear Infirmary, Boston, Massachusetts 02114, USA
| | - Jessica N. Cooke Bailey
- Department of Molecular Physiology and Biophysics, Center for Human Genetics Research, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, USA
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Jane Gibson
- Centre for Biological Sciences, Faculty of Natural and Environmental Sciences, University of Southampton, Southampton SO17 1BJ, UK
| | | | - Sarah F. Janssen
- Department of Clinical and Molecular Ophthalmogenetics, The Netherlands Institute for Neuroscience (NIN), Royal Netherlands Academy of Arts and Sciences (KNAW), Amsterdam 1105 BA, the Netherlands
| | - Xiaoyan Luo
- Department of Ophthalmology, Duke University Eye Center, Durham, North Carolina 27710, USA
| | - Wishal D. Ramdas
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Eranga Vithana
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
- Duke-National University of Singapore, Graduate Medical School, Singapore 169857, Singapore
| | - Monisha E. Nongpiur
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
| | - Grant W. Montgomery
- Department of Genetics and Computational Biology, Molecular Epidemiology Laboratory, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland 4006, Australia
| | - Liang Xu
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing 100730, China
- Beijing Ophthalmology and Visual Science Key Lab, Beijing 100730, China
| | - Jenny E. Mountain
- Telethon Institute for Child Health Research, Subiaco, Western Australia 6008, Australia
| | - Puya Gharahkhani
- Department of Genetics and Computational Biology, Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland 4006, Australia
| | - Yi Lu
- Department of Genetics and Computational Biology, Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland 4006, Australia
| | - Najaf Amin
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Lennart C. Karssen
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Kar-Seng Sim
- Division of Human Genetics, Genome Institute of Singapore, Singapore 138672, Singapore
| | | | - Adriana I. Iglesias
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Virginie J. M. Verhoeven
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Michael A. Hauser
- Departments of Medicine and Ophthalmology, Duke University Medical Center, Durham, North Carolina 27710, USA
| | - Seng-Chee Loon
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
| | | | - Abhishek Nag
- Department of Twin Research and Genetic Epidemiology, King’s College London, London WC2R 2LS, UK
| | - Cristina Venturini
- Department of Twin Research and Genetic Epidemiology, King’s College London, London WC2R 2LS, UK
- UCL Institute of Ophthalmology, London EC1V 9EL, UK
| | - Paul G. Sanfilippo
- Centre for Eye Research Australia (CERA), University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria 3002, Australia
| | - Arne Schillert
- Institute of Medical Biometry and Statistics, University of Lübeck, Lübeck 23562, Germany
| | - Jae H. Kang
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
| | - John Landers
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5042, Australia
| | - Fridbert Jonasson
- Faculty of Medicine, University of Iceland, Reykjavik 101, Iceland
- Department of Ophthalmology, Landspitali National University Hospital, Reykjavik 101, Iceland
| | - Angela J. Cree
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton SO17 1BJ, UK
| | | | - Fernando Rivadeneira
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague 2593 CE, The Netherlands
| | - Emmanuelle Souzeau
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5042, Australia
| | - Vesteinn Jonsson
- Department of Ophthalmology, Landspitali National University Hospital, Reykjavik 101, Iceland
| | - Geeta Menon
- Department of Ophthalmology, Frimley Park Hospital NHS Foundation Trust, Frimley GU16 7UJ, UK
| | - Robert N. Weinreb
- Department of Ophthalmology and Hamilton Glaucoma Center, University of California, San Diego, California 92093, USA
| | - Paulus T. V. M. de Jong
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Retinal Signal Processing, Netherlands Institute for Neuroscience, Amsterdam 1105 BA, The Netherlands
- Department of Ophthalmology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands
- Department of Ophthalmology, Leiden University Medical Center, Leiden 2333 ZA, The Netherlands
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - André G. Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague 2593 CE, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Netherlands Consortium for Healthy Ageing, Netherlands Genomics Initiative, The Hague 2593 CE, The Netherlands
| | - Sarah Ennis
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton SO17 1BJ, UK
| | - Unnur Thorsteinsdottir
- deCODE/Amgen, Reykjavik 101, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik 101, Iceland
| | - Kathryn P. Burdon
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5042, Australia
| | - Timothy D. Spector
- Department of Twin Research and Genetic Epidemiology, King’s College London, London WC2R 2LS, UK
| | - Alireza Mirshahi
- Department of Ophthalmology, University Medical Center Mainz, Mainz 55131, Germany
| | - Seang-Mei Saw
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
- Duke-National University of Singapore, Graduate Medical School, Singapore 169857, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117597, Singapore
| | - Johannes R. Vingerling
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Yik-Ying Teo
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117597, Singapore
- Department of Statistics and Applied Probability, National University of Singapore, Singapore 119077, Singapore
| | - Jonathan L. Haines
- Department of Molecular Physiology and Biophysics, Center for Human Genetics Research, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, USA
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Roger C. W. Wolfs
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Hans G. Lemij
- Glaucoma Service, The Rotterdam Eye Hospital, Rotterdam 3011 BH, The Netherlands
| | - E-Shyong Tai
- Duke-National University of Singapore, Graduate Medical School, Singapore 169857, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117597, Singapore
- Department of Medicine, National University of Singapore and National University Health System, Singapore 119077, Singapore
| | - Nomdo M. Jansonius
- Department of Ophthalmology, University of Groningen, University Medical Center Groningen, Groningen 9700 RB, The Netherlands
| | - Jost B. Jonas
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing 100730, China
- Department of Ophthalmology, Medical Faculty Mannheim of the Ruprecht-Karls-University of Heidelberg, Seegartenklinik Heidelberg, Heidelberg 69117, Germany
| | - Ching-Yu Cheng
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
- Duke-National University of Singapore, Graduate Medical School, Singapore 169857, Singapore
| | - Tin Aung
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
| | - Ananth C. Viswanathan
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London EC1V 2PD, UK
| | - Caroline C. W. Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Jamie E. Craig
- Department of Ophthalmology, Flinders University, Adelaide, South Australia 5042, Australia
| | - Stuart Macgregor
- Department of Genetics and Computational Biology, Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Queensland 4006, Australia
| | - David A. Mackey
- Centre for Eye Research Australia (CERA), University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria 3002, Australia
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, University of Western Australia, Perth, Western Australia 6009, Australia
| | - Andrew J. Lotery
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton SO17 1BJ, UK
| | - Kari Stefansson
- deCODE/Amgen, Reykjavik 101, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik 101, Iceland
| | - Arthur A. B. Bergen
- Department of Clinical and Molecular Ophthalmogenetics, The Netherlands Institute for Neuroscience (NIN), Royal Netherlands Academy of Arts and Sciences (KNAW), Amsterdam 1105 BA, the Netherlands
- Department of Ophthalmology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands
- Department of Clinical Genetics, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands
| | - Terri L. Young
- Department of Ophthalmology, Duke University Eye Center, Durham, North Carolina 27710, USA
| | - Janey L. Wiggs
- Department of Ophthalmology, Harvard Medical School and Massachusetts Eye and Ear Infirmary, Boston, Massachusetts 02114, USA
| | - Norbert Pfeiffer
- Department of Ophthalmology, University Medical Center Mainz, Mainz 55131, Germany
| | - Tien-Yin Wong
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119077, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
- Duke-National University of Singapore, Graduate Medical School, Singapore 169857, Singapore
| | - Louis R. Pasquale
- Department of Ophthalmology, Harvard Medical School and Massachusetts Eye and Ear Infirmary, Boston, Massachusetts 02114, USA
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
| | - Alex W. Hewitt
- Centre for Eye Research Australia (CERA), University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria 3002, Australia
| | - Cornelia M. van Duijn
- Department of Epidemiology, Erasmus Medical Center, Rotterdam 3000 CA, The Netherlands
| | - Christopher J. Hammond
- Department of Twin Research and Genetic Epidemiology, King’s College London, London WC2R 2LS, UK
| |
Collapse
|