Genome-wide meta-analysis identifies 22 loci for normal tension glaucoma with significant overlap with high tension glaucoma
Year: 2024
Type: review
Study design: Observational Study
Abstract: Background Primary open-angle glaucoma (POAG) is often divided into two subtypes. High-tension glaucoma (HTG) is characterized by elevated intraocular pressure (IOP), while normal-tension glaucoma (NTG) is characterized by IOP consistently in the normal range. However, this notion is still controversial as some studies argue that different tension subtypes is part of the same pathogenic process while other studies claim that NTG represents a different etiological process where primary neurodegeneration has a higher impact. This study aimed to elucidate the shared and distinct genetic architecture for NTG and HTG. Method To identify risk loci specific to NTG, we conducted a large international multi-ethnic multi-trait meta-analysis of 7,942 NTG cases and 384,431 controls without any form of glaucoma, and a structural measurement of the integrity of the optic nerve, vertical cup-to-disc ratio (VCDR, N = 282,100), adjusted for IOP using the mtCOJO method. We also performed an assessment of the genetic overlap between NTG and HTG (N HTG cases = 5144, N controls = 47,997) using the GWAS pairwise method (GWAS-PW). Findings: This study identified 22 risk loci associated with NTG. Of these, 17 loci are novel for NTG, and two loci, BMP4 and TBKBP1, have not previously been associated at the genome-wide significant level with glaucoma. The contribution of BMP4 in the development of NTG was further supported by integrating single-cell transcriptomic data from neuron-like cells, along with methylomic data from peripheral blood. Examination of each locus across the genome using the GWAS-PW method indicated that risk loci are shared across NTG and HTG. The magnitude of the effect of the genome-wide significant loci tends to be lower in NTG compared to their effects on HTG, particularly for IOP-related loci. Additionally, we identified 42 drug-gene interactions with four genes (ABCA1, CDKN2A, CDKN2B and ITGB3) that were prioritized through our gene-based analysis. Interpretation: This work expands our understanding of the genetics of NTG and highlights a strong genetic overlap between HTG and NTG. Despite the genetic overlap, we have shown that IOP-related loci tend to have a smaller effect size in NTG when compared with HTG whereas neurodegenerative loci independent of IOP have similar effect sizes on NTG and HTG. These results indicate that while there is a significant overlap in risk loci between NTG and HTG, a precise estimation of their effect sizes on NTG using larger studies could help develop genetic risk prediction models to identify individuals at a higher risk of developing NTG. We have also identified some potential targets for neuroprotective treatment through the interaction of four genes and multiple drugs. By harnessing multi-omics data, we substantiated the involvement of gene expression and DNA methylation of BMP4 in the etiology of NTG.
Source: Nature Communications
Authors: Santiago Diaz-Torres, Weixiong He, Regina Yu, Xikun Han, Andrew R. Hamel, Terri L. Young, Andrew J. Lotery, Eric Jorgenson, Hélène Choquet, Michael Hauser, Jessica N. Cooke Bailey, Toru Nakazawa, Yukihiro Shiga, Ayellet V. Segrè, Anthony P. Khawaja, Christopher J. Hammond, Pirro G. Hysi, Louis R. Pasquale, Yeda Wu, Michiaki Kubo, Masato Akiyama, Tin Aung, Ching-Yu Cheng, Chiea Chuen Khor, Peter Kraft, Jae H. Kang, Alex W. Hewitt, David A. Mackey, Jamie E. Craig, Janey L. Wiggs, Jue-Sheng Ong, Stuart MacGregor, Puya Gharahkhani
Institutions: The University of Queensland, QIMR Berghofer Medical Research Institute, Broad Institute, MIT Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Massachusetts Eye and Ear Infirmary, University of Wisconsin System, University of Wisconsin–Madison, University Hospital Southampton NHS Foundation Trust, University of Southampton, Regeneron (United States), Kaiser Permanente, Kaiser Permanente Northern California, Duke University, Duke Medical Center, East Carolina University, Tohoku University, Centre Hospitalier de l’Université de Montréal, Université de Montréal, Harvard University, Moorfields Eye Hospital NHS Foundation Trust, NIHR Moorfields Biomedical Research Centre, University College London, King's College London, Icahn School of Medicine at Mount Sinai, RIKEN Center for Integrative Medical Sciences, Kyushu University, National University of Singapore, SingHealth Duke-NUS Academic Medical Centre, Duke-NUS Medical School, Genome Institute of Singapore, Brigham and Women's Hospital, University of Tasmania, Menzies Institute for Medical Research, Lions Eye Institute, The University of Western Australia, Flinders University, Flinders Medical Centre, Queensland University of Technology
Language: English
Subfield: Ophthalmology
Field: Medicine
Domain: Health Sciences
Open Access status: gold
Estimated APC paid: $6,790
Funders: Glaucoma Research Foundation, Research to Prevent Blindness, Glaucoma Foundation, BrightFocus Foundation, Wellcome Trust, International Glaucoma Association, Government of Canada, National Institute for Health and Care Research, British Heart Foundation, Lister Institute of Preventive Medicine, Northwest Regional Development Agency, Moorfields Eye Hospital NHS Foundation Trust, Moorfields Eye Charity, National Institutes of Health, Canadian Institutes of Health Research, Medical Research Council, National Health and Medical Research Council, National Eye Institute, Alcon Research Institute
Awards: G1551914075, G2332775, Identifying the contribution of phenotypic and genetic risk factors for complex traits, with implication to risk prediction and causal inference, G3821350855, G4928619870, G6227940160, G6402380666, Translating genetic determinants of glaucoma into better diagnosis and treatment, Harnessing artificial intelligence approaches to better understand genetic contributions to optic nerve head degeneration and glaucoma, G8059889987, G8365442528, G9000087432, P30 Core Grant for Vision Research, Multiomic Framework for Glaucoma, Understanding the clinical impact of cumulative genetic risk to glaucoma, NEIGHBORHOOD Consortium for POAG Genetics
OpenAlex ID: W4404448370
