Genetic variation affects morphological retinal phenotypes extracted from UK Biobank optical coherence tomography images

被引:48
作者
Currant, Hannah [1 ]
Hysi, Pirro [2 ,3 ]
Fitzgerald, Tomas W. [1 ]
Gharahkhani, Puya [4 ]
Bonnemaijer, Pieter W. M. [5 ,6 ,7 ]
Senabouth, Anne [8 ]
Hewitt, Alex W. [9 ,10 ]
Atan, Denize [11 ,12 ]
Aung, Tin [13 ,14 ,15 ]
Charng, Jason [16 ]
Choquet, Helene [17 ]
Craig, Jamie [18 ]
Khaw, Peng T. [19 ,20 ]
Klaver, Caroline C. W. [5 ,6 ,21 ,22 ]
Kubo, Michiaki [23 ]
Ong, Jue-Sheng [4 ]
Pasquale, Louis R. [24 ]
Reisman, Charles A. [25 ]
Daniszewski, Maciej [26 ]
Powell, Joseph E. [8 ,27 ]
Pebay, Alice [26 ,28 ]
Simcoe, Mark J. [29 ,30 ]
Thiadens, Alberta A. H. J. [5 ]
van Duijn, Cornelia M. [31 ]
Yazar, Seyhan [32 ]
Jorgenson, Eric [17 ]
MacGregor, Stuart [4 ]
Hammond, Chris J. [2 ]
Mackey, David A. [16 ]
Wiggs, Janey L. [33 ]
Foster, Paul J. [19 ,20 ]
Patel, Praveen J. [19 ,20 ]
Birney, Ewan [1 ]
Khawaja, Anthony P. [19 ,20 ]
机构
[1] European Bioinformat Inst, European Mol Biol Lab, Wellcome Genome Campus, Cambridge, England
[2] Kings Coll London, Sch Life Course Sci, Sect Ophthalmol, London, England
[3] Kings Coll London, Dept Twin Res & Genet Epidemiol, London, England
[4] QIMR Berghofer Med Res Inst, Stat Genet, Brisbane, Qld, Australia
[5] Erasmus MC, Dept Ophthalmol, Rotterdam, Netherlands
[6] Erasmus MC, Dept Epidemiol, Rotterdam, Netherlands
[7] Rotterdam Eye Hosp, Rotterdam, Netherlands
[8] Kinghorn Canc Ctr, Garvan Inst Med Res, Garvan Weizmann Ctr Cellular Genom, Darlinghurst, NSW, Australia
[9] Univ Tasmania, Menzies Inst Med Res, Sch Med, Hobart, Australia
[10] Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, East Melbourne, Australia
[11] Univ Bristol, Bristol Med Sch, Translat Hlth Sci, Bristol, Avon, England
[12] Univ Hosp Bristol & Weston NHS Fdn Trust, Bristol Eye Hosp, Bristol, Avon, England
[13] Singapore Natl Eye Ctr, Singapore Eye Res Inst, Singapore, Singapore
[14] Duke NUS Med Sch, Ophthalmol & Visual Sci Acad Clin Program, Singapore, Singapore
[15] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Ophthalmol, Singapore, Singapore
[16] Univ Western Australia, Lions Eye Inst, Ctr Ophthalmol & Visual Sci, Perth, Australia
[17] Kaiser Permanente Northern Calif Div Res, Oakland, CA USA
[18] Flinders Univ S Australia, Dept Ophthalmol, Flinders Med Ctr, Bedford Pk, Australia
[19] Moorfields Eye Hosp NHS Fdn Trust, NIHR Biomed Res Ctr, London, England
[20] UCL Inst Ophthalmol, London, England
[21] Radboud Univ Nijmegen, Med Ctr, Dept Ophthalmol, Nijmegen, Netherlands
[22] Inst Mol & Clin Ophthalmol, Basel, Switzerland
[23] RIKEN Ctr Integrat Med Sci, Yokohama, Kanagawa, Japan
[24] Icahn Sch Med Mt Sinai, Eye & Vision Res Inst, New York, NY 10029 USA
[25] Topcon Healthcare Solut R&D, Oakland, NJ USA
[26] Univ Melbourne, Dept Anat & Physiol, Parkville, Vic, Australia
[27] Univ New South Wales, UNSW Cellular Genom Futures Inst, Sydney, NSW, Australia
[28] Univ Melbourne, Dept Surg, Parkville, Vic, Australia
[29] Kings Coll London, Dept Ophthalmol, London, England
[30] UCL, Inst Ophthalmol, London, England
[31] Univ Oxford, Big Data Inst, Nuffield Dept Populat Hlth, Li Ka Shing Ctr Hlth Informat & Discovery, Oxford, England
[32] Garvan Inst Med Res, Garvan Weizmann Ctr Single Cell Genom, Sydney, NSW, Australia
[33] Harvard Med Sch, Dept Ophthalmol, Massachusetts Eye & Ear, Boston, MA USA
来源
PLOS GENETICS | 2021年 / 17卷 / 05期
基金
英国医学研究理事会; 澳大利亚国家健康与医学研究理事会;
关键词
NERVE-FIBER LAYER; GENOME-WIDE ASSOCIATION; THICKNESS; MULTIPLE; DISEASE; EYE; ABNORMALITIES; PROGRESSION; BIOMARKER; GLAUCOMA;
D O I
10.1371/journal.pgen.1009497
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Author summary The thickness of the inner retinal layers is one of the biomarkers for glaucoma, the leading cause of irreversible blindness globally. Here we utilised the large-scale of the UK Biobank and the images of the retina it contains to look for genetic variants that effect the thickness of the inner retina. We find many variants associated with this variable, but surprisingly only one that also affects glaucoma. Further analysis shows that glaucoma and genetically determined inner retinal thickness are not on the same genetic pathway and it is rather the change of thickness over time that is indicative of the disease. This is important as it invites the potential for the discovered variants to be used as a representation of baseline thickness in the clinic in the future. We also show that foveal hypoplasia, the lack of the normal valley-like shape of the central retina, is present at a population level in a mild form and is affected by three variants that also affect visual acuity. This is an interesting discovery as foveal hypoplasia was previously thought of as an outcome of rare Mendelian disease. Optical Coherence Tomography (OCT) enables non-invasive imaging of the retina and is used to diagnose and manage ophthalmic diseases including glaucoma. We present the first large-scale genome-wide association study of inner retinal morphology using phenotypes derived from OCT images of 31,434 UK Biobank participants. We identify 46 loci associated with thickness of the retinal nerve fibre layer or ganglion cell inner plexiform layer. Only one of these loci has been associated with glaucoma, and despite its clear role as a biomarker for the disease, Mendelian randomisation does not support inner retinal thickness being on the same genetic causal pathway as glaucoma. We extracted overall retinal thickness at the fovea, representative of foveal hypoplasia, with which three of the 46 SNPs were associated. We additionally associate these three loci with visual acuity. In contrast to the Mendelian causes of severe foveal hypoplasia, our results suggest a spectrum of foveal hypoplasia, in part genetically determined, with consequences on visual function.
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页数:27
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共 87 条
  • [1] Retinal thickness decreases with age: an OCT study
    Alamouti, B
    Funk, J
    [J]. BRITISH JOURNAL OF OPHTHALMOLOGY, 2003, 87 (07) : 899 - 901
  • [2] Integrating common and rare genetic variation in diverse human populations
    Altshuler, David M.
    Gibbs, Richard A.
    Peltonen, Leena
    Dermitzakis, Emmanouil
    Schaffner, Stephen F.
    Yu, Fuli
    Bonnen, Penelope E.
    de Bakker, Paul I. W.
    Deloukas, Panos
    Gabriel, Stacey B.
    Gwilliam, Rhian
    Hunt, Sarah
    Inouye, Michael
    Jia, Xiaoming
    Palotie, Aarno
    Parkin, Melissa
    Whittaker, Pamela
    Chang, Kyle
    Hawes, Alicia
    Lewis, Lora R.
    Ren, Yanru
    Wheeler, David
    Muzny, Donna Marie
    Barnes, Chris
    Darvishi, Katayoon
    Hurles, Matthew
    Korn, Joshua M.
    Kristiansson, Kati
    Lee, Charles
    McCarroll, Steven A.
    Nemesh, James
    Keinan, Alon
    Montgomery, Stephen B.
    Pollack, Samuela
    Price, Alkes L.
    Soranzo, Nicole
    Gonzaga-Jauregui, Claudia
    Anttila, Verneri
    Brodeur, Wendy
    Daly, Mark J.
    Leslie, Stephen
    McVean, Gil
    Moutsianas, Loukas
    Nguyen, Huy
    Zhang, Qingrun
    Ghori, Mohammed J. R.
    McGinnis, Ralph
    McLaren, William
    Takeuchi, Fumihiko
    Grossman, Sharon R.
    [J]. NATURE, 2010, 467 (7311) : 52 - 58
  • [3] FOXG1 is responsible for the congenital variant of Rett syndrome
    Ariani, Francesca
    Hayek, Giuseppe
    Rondinella, Dalila
    Artuso, Rosangela
    Mencarelli, Maria Antonietta
    Spanhol-Rosseto, Ariele
    Pollazzon, Marzia
    Buoni, Sabrina
    Spiga, Ottavia
    Ricciardi, Sara
    Meloni, Ilaria
    Longo, Ilaria
    Mari, Francesca
    Broccoli, Vania
    Zappella, Michele
    Renieri, Alessandra
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2008, 83 (01) : 89 - 93
  • [4] Fast unfolding of communities in large networks
    Blondel, Vincent D.
    Guillaume, Jean-Loup
    Lambiotte, Renaud
    Lefebvre, Etienne
    [J]. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2008,
  • [5] The eye: a window on kidney diseases
    Bodaghi, B.
    Massamba, N.
    Izzedine, H.
    [J]. CLINICAL KIDNEY JOURNAL, 2014, 7 (04): : 337 - 338
  • [6] Multi-trait genome-wide association study identifies new loci associated with optic disc parameters
    Bonnemaijer, Pieter W. M.
    van Leeuwen, Elisabeth M.
    Iglesias, Adriana I.
    Gharahkhani, Puya
    Vitart, Veronique
    Khawaja, Anthony P.
    Simcoe, Mark
    Hoehn, Rene
    Cree, Angela J.
    Igo, Rob P.
    Burdon, Kathryn P.
    Craig, Jamie E.
    Hewitt, Alex W.
    Jonas, Jost
    Khor, Chiea-Cheun
    Pasutto, Francesca
    Mackey, David A.
    Mitchell, Paul
    Mishra, Aniket
    Pang, Calvin
    Pasquale, Louis R.
    Springelkamp, Henriette
    Thorleifsson, Gudmar
    Thorsteinsdottir, Unnur
    Viswanathan, Ananth C.
    Wojciechowski, Robert
    Wong, Tien
    Young, Terrri L.
    Zeller, Tanja
    Atan, Denize
    Aslam, Tariq
    Barman, Sarah A.
    Barrett, Jenny H.
    Bishop, Paul
    Blows, Peter
    Bunce, Catey
    Carare, Roxana O.
    Chakravarthy, Usha
    Chan, Michelle
    Chua, Sharon Y. L.
    Crabb, David P.
    Cumberland, Philippa M.
    Day, Alexander
    Desai, Parul
    Dhillon, Bal
    Dick, Andrew D.
    Egan, Cathy
    Ennis, Sarah
    Foster, Paul
    Fruttiger, Marcus
    [J]. COMMUNICATIONS BIOLOGY, 2019, 2 (1)
  • [7] LD Score regression distinguishes confounding from polygenicity in genome-wide association studies
    Bulik-Sullivan, Brendan K.
    Loh, Po-Ru
    Finucane, Hilary K.
    Ripke, Stephan
    Yang, Jian
    Patterson, Nick
    Daly, Mark J.
    Price, Alkes L.
    Neale, Benjamin M.
    [J]. NATURE GENETICS, 2015, 47 (03) : 291 - +
  • [8] The UK Biobank resource with deep phenotyping and genomic data
    Bycroft, Clare
    Freeman, Colin
    Petkova, Desislava
    Band, Gavin
    Elliott, Lloyd T.
    Sharp, Kevin
    Motyer, Allan
    Vukcevic, Damjan
    Delaneau, Olivier
    O'Connell, Jared
    Cortes, Adrian
    Welsh, Samantha
    Young, Alan
    Effingham, Mark
    McVean, Gil
    Leslie, Stephen
    Allen, Naomi
    Donnelly, Peter
    Marchini, Jonathan
    [J]. NATURE, 2018, 562 (7726) : 203 - +
  • [9] Camparini M., 2001, INVESTIGATIVE OPHTHA, V42
  • [10] Discovery and Functional Annotation of SIX6 Variants in Primary Open-Angle Glaucoma
    Carnes, Megan Ulmer
    Liu, Yangfan P.
    Allingham, R. Rand
    Whigham, Benjamin T.
    Havens, Shane
    Garrett, Melanie E.
    Qiao, Chunyan
    Katsanis, Nicholas
    Wiggs, Janey L.
    Pasquale, Louis R.
    Ashley-Koch, Allison
    Oh, Edwin C.
    Hauser, Michael A.
    [J]. PLOS GENETICS, 2014, 10 (05):