1
|
Hardcastle AJ, Liskova P, Bykhovskaya Y, McComish BJ, Davidson AE, Inglehearn CF, Li X, Choquet H, Habeeb M, Lucas SEM, Sahebjada S, Pontikos N, Lopez KER, Khawaja AP, Ali M, Dudakova L, Skalicka P, Van Dooren BTH, Geerards AJM, Haudum CW, Faro VL, Tenen A, Simcoe MJ, Patasova K, Yarrand D, Yin J, Siddiqui S, Rice A, Farraj LA, Chen YDI, Rahi JS, Krauss RM, Theusch E, Charlesworth JC, Szczotka-Flynn L, Toomes C, Meester-Smoor MA, Richardson AJ, Mitchell PA, Taylor KD, Melles RB, Aldave AJ, Mills RA, Cao K, Chan E, Daniell MD, Wang JJ, Rotter JI, Hewitt AW, MacGregor S, Klaver CCW, Ramdas WD, Craig JE, Iyengar SK, O'Brart D, Jorgenson E, Baird PN, Rabinowitz YS, Burdon KP, Hammond CJ, Tuft SJ, Hysi PG. A multi-ethnic genome-wide association study implicates collagen matrix integrity and cell differentiation pathways in keratoconus. Commun Biol 2021; 4:266. [PMID: 33649486 PMCID: PMC7921564 DOI: 10.1038/s42003-021-01784-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 02/02/2021] [Indexed: 12/14/2022] Open
Abstract
Keratoconus is characterised by reduced rigidity of the cornea with distortion and focal thinning that causes blurred vision, however, the pathogenetic mechanisms are unknown. It can lead to severe visual morbidity in children and young adults and is a common indication for corneal transplantation worldwide. Here we report the first large scale genome-wide association study of keratoconus including 4,669 cases and 116,547 controls. We have identified significant association with 36 genomic loci that, for the first time, implicate both dysregulation of corneal collagen matrix integrity and cell differentiation pathways as primary disease-causing mechanisms. The results also suggest pleiotropy, with some disease mechanisms shared with other corneal diseases, such as Fuchs endothelial corneal dystrophy. The common variants associated with keratoconus explain 12.5% of the genetic variance, which shows potential for the future development of a diagnostic test to detect susceptibility to disease.
Collapse
Affiliation(s)
- Alison J Hardcastle
- UCL Institute of Ophthalmology, London, UK.
- Moorfields Eye Hospital, NHS Foundation Trust, London, UK.
| | - Petra Liskova
- UCL Institute of Ophthalmology, London, UK
- Department of Paediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
- Department of Ophthalmology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Yelena Bykhovskaya
- The Cornea Eye Institute, Beverly Hills, CA, USA
- Department of Surgery and Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Bennet J McComish
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | | | - Chris F Inglehearn
- Division of Molecular Medicine, Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Xiaohui Li
- Institute for Translational Genomics and Population Sciences, The Lundquist Institute for Biomedical Innovation (formerly Los Angeles Biomedical Research Institute) at Harbor-UCLA Medical Center; Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Hélène Choquet
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Mahmoud Habeeb
- Department of Ophthalmology, Erasmus Medical Center GD, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center GD, Rotterdam, The Netherlands
| | - Sionne E M Lucas
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Srujana Sahebjada
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
- Department of Surgery, Ophthalmology, University of Melbourne, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
| | | | | | - Anthony P Khawaja
- UCL Institute of Ophthalmology, London, UK
- Moorfields Eye Hospital, NHS Foundation Trust, London, UK
- NIHR Biomedical Research Centre, Moorfields Eye Hospital, London, UK
| | - Manir Ali
- Division of Molecular Medicine, Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Lubica Dudakova
- Department of Paediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Pavlina Skalicka
- Department of Ophthalmology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Bart T H Van Dooren
- Department of Ophthalmology, Erasmus Medical Center GD, Rotterdam, The Netherlands
- Amphia Hospital, Breda, The Netherlands
| | | | - Christoph W Haudum
- Division of Endocrinology and Diabetology, Endocrinology Lab Platform, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Valeria Lo Faro
- Department of Ophthalmology, University Medical Center Groningen (UMCG), Groningen, the Netherlands
- Department of Ophthalmology, Academic Medical Center, Amsterdam, The Netherlands
| | - Abi Tenen
- Vision Eye Institute, Melbourne, VIC, Australia
- School of Primary and Allied Health Care, Monash University, Melbourne, VIC, Australia
- Melbourne Stem Cell Centre, Melbourne, VIC, 3800, Australia
| | - Mark J Simcoe
- Section of Ophthalmology, School of Life Course Sciences, King's College London, London, UK
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Karina Patasova
- Section of Ophthalmology, School of Life Course Sciences, King's College London, London, UK
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Darioush Yarrand
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Jie Yin
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Salina Siddiqui
- Division of Molecular Medicine, Leeds Institute of Medical Research, University of Leeds, Leeds, UK
- Department of Ophthalmology, St James's University Hospital, Leeds, UK
| | - Aine Rice
- Division of Molecular Medicine, Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Layal Abi Farraj
- Division of Molecular Medicine, Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Yii-Der Ida Chen
- Institute for Translational Genomics and Population Sciences, The Lundquist Institute for Biomedical Innovation (formerly Los Angeles Biomedical Research Institute) at Harbor-UCLA Medical Center; Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Jugnoo S Rahi
- UCL Great Ormond Street Hospital Institute of Child Health, London, UK
| | | | | | - Jac C Charlesworth
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | | | - Carmel Toomes
- Division of Molecular Medicine, Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Magda A Meester-Smoor
- Department of Ophthalmology, Erasmus Medical Center GD, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center GD, Rotterdam, The Netherlands
| | - Andrea J Richardson
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
| | - Paul A Mitchell
- Centre for Vision Research, Department of Ophthalmology, Westmead Institute for Medical Research, University of Sydney, Westmead, NSW, Australia
| | - Kent D Taylor
- Institute for Translational Genomics and Population Sciences, The Lundquist Institute for Biomedical Innovation (formerly Los Angeles Biomedical Research Institute) at Harbor-UCLA Medical Center; Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Ronald B Melles
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Anthony J Aldave
- The Jules Stein Institute, University of California Los Angeles, Los Angeles, CA, USA
| | - Richard A Mills
- Department of Ophthalmology, Flinders University, Adelaide, SA, Australia
| | - Ke Cao
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
- Department of Surgery, Ophthalmology, University of Melbourne, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
| | - Elsie Chan
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
- Department of Surgery, Ophthalmology, University of Melbourne, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
| | - Mark D Daniell
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
- Department of Surgery, Ophthalmology, University of Melbourne, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
| | - Jie Jin Wang
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
| | - Jerome I Rotter
- Institute for Translational Genomics and Population Sciences, The Lundquist Institute for Biomedical Innovation (formerly Los Angeles Biomedical Research Institute) at Harbor-UCLA Medical Center; Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Alex W Hewitt
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- Vision Eye Institute, Melbourne, VIC, Australia
- School of Primary and Allied Health Care, Monash University, Melbourne, VIC, Australia
- Melbourne Stem Cell Centre, Melbourne, VIC, 3800, Australia
| | - Stuart MacGregor
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Caroline C W Klaver
- Department of Ophthalmology, Erasmus Medical Center GD, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Center GD, Rotterdam, The Netherlands
| | - Wishal D Ramdas
- Department of Ophthalmology, Erasmus Medical Center GD, Rotterdam, The Netherlands
| | - Jamie E Craig
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- Department of Ophthalmology, Flinders University, Adelaide, SA, Australia
| | - Sudha K Iyengar
- Department of Ophthalmology, Case Western Reserve University, Cleveland, OH, USA
| | - David O'Brart
- Section of Ophthalmology, School of Life Course Sciences, King's College London, London, UK
- St Thomas Hospital, Guy's and St. Thomas NHS Trust, London, London, UK
| | - Eric Jorgenson
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Paul N Baird
- Department of Surgery, Ophthalmology, University of Melbourne, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
| | - Yaron S Rabinowitz
- The Cornea Eye Institute, Beverly Hills, CA, USA
- Department of Surgery and Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Kathryn P Burdon
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- Department of Ophthalmology, Flinders University, Adelaide, SA, Australia
| | - Chris J Hammond
- Section of Ophthalmology, School of Life Course Sciences, King's College London, London, UK
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
- St Thomas Hospital, Guy's and St. Thomas NHS Trust, London, London, UK
| | - Stephen J Tuft
- UCL Institute of Ophthalmology, London, UK.
- Moorfields Eye Hospital, NHS Foundation Trust, London, UK.
| | - Pirro G Hysi
- Section of Ophthalmology, School of Life Course Sciences, King's College London, London, UK.
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK.
- UCL Great Ormond Street Hospital Institute of Child Health, London, UK.
| |
Collapse
|