Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Multicenter Study
. 2019 Nov 5;322(17):1682-1691.
doi: 10.1001/jama.2019.16161.

Association of Genetic Variants With Primary Open-Angle Glaucoma Among Individuals With African Ancestry

Genetics of Glaucoma in People of African Descent (GGLAD) ConsortiumMichael A Hauser  1   2   3   4 R Rand Allingham  2   3   4 Tin Aung  3   4   5   6 Carly J Van Der Heide  7 Kent D Taylor  8   9 Jerome I Rotter  8 Shih-Hsiu J Wang  10 Pieter W M Bonnemaijer  11   12   13 Susan E Williams  14 Sadiq M Abdullahi  15 Khaled K Abu-Amero  16 Michael G Anderson  7 Stephen Akafo  17 Mahmoud B Alhassan  15 Ifeoma Asimadu  18 Radha Ayyagari  19 Saydou Bakayoko  20   21 Prisca Biangoup Nyamsi  22 Donald W Bowden  23 William C Bromley  24 Donald L Budenz  25 Trevor R Carmichael  14 Pratap Challa  2 Yii-Der Ida Chen  8   9 Chimdi M Chuka-Okosa  26 Jessica N Cooke Bailey  27   28 Vital Paulino Costa  29 Dianne A Cruz  30 Harvey DuBiner  31 John F Ervin  32 Robert M Feldman  33 Miles Flamme-Wiese  7 Douglas E Gaasterland  34 Sarah J Garnai  35 Christopher A Girkin  36 Nouhoum Guirou  20   21 Xiuqing Guo  8 Jonathan L Haines  27   28 Christopher J Hammond  37 Leon Herndon  2 Thomas J Hoffmann  38   39 Christine M Hulette  10 Abba Hydara  40 Robert P Igo Jr  27 Eric Jorgenson  41 Joyce Kabwe  42 Ngoy Janvier Kilangalanga  42 Nkiru Kizor-Akaraiwe  18   43 Rachel W Kuchtey  44 Hasnaa Lamari  45 Zheng Li  46 Jeffrey M Liebmann  47 Yutao Liu  48   49   50 Ruth J F Loos  51   52 Monica B Melo  53 Sayoko E Moroi  35 Joseph M Msosa  54 Robert F Mullins  7 Girish Nadkarni  51   55 Abdoulaye Napo  20   21 Maggie C Y Ng  23 Hugo Freire Nunes  53 Ebenezer Obeng-Nyarkoh  24 Anthony Okeke  56 Suhanya Okeke  18   43 Olusegun Olaniyi  15 Olusola Olawoye  57 Mariana Borges Oliveira  53 Louise R Pasquale  58   59 Rodolfo A Perez-Grossmann  60 Margaret A Pericak-Vance  61 Xue Qin  62 Michele Ramsay  63 Serge Resnikoff  64   65 Julia E Richards  35   66 Rui Barroso Schimiti  67 Kar Seng Sim  46 William E Sponsel  68   69 Paulo Vinicius Svidnicki  53 Alberta A H J Thiadens  11   13 Nkechinyere J Uche  26   43 Cornelia M van Duijn  11   70 José Paulo Cabral de Vasconcellos  29 Janey L Wiggs  71   72 Linda M Zangwill  19 Neil Risch  38   39   41 Dan Milea  3   4   5 Adeyinka Ashaye  57 Caroline C W Klaver  11   13   73 Robert N Weinreb  19 Allison E Ashley Koch  1 John H Fingert  7 Chiea Chuen Khor  3   46
Affiliations
Multicenter Study

Association of Genetic Variants With Primary Open-Angle Glaucoma Among Individuals With African Ancestry

Genetics of Glaucoma in People of African Descent (GGLAD) Consortium et al. JAMA. .

Abstract

Importance: Primary open-angle glaucoma presents with increased prevalence and a higher degree of clinical severity in populations of African ancestry compared with European or Asian ancestry. Despite this, individuals of African ancestry remain understudied in genomic research for blinding disorders.

Objectives: To perform a genome-wide association study (GWAS) of African ancestry populations and evaluate potential mechanisms of pathogenesis for loci associated with primary open-angle glaucoma.

Design, settings, and participants: A 2-stage GWAS with a discovery data set of 2320 individuals with primary open-angle glaucoma and 2121 control individuals without primary open-angle glaucoma. The validation stage included an additional 6937 affected individuals and 14 917 unaffected individuals using multicenter clinic- and population-based participant recruitment approaches. Study participants were recruited from Ghana, Nigeria, South Africa, the United States, Tanzania, Britain, Cameroon, Saudi Arabia, Brazil, the Democratic Republic of the Congo, Morocco, Peru, and Mali from 2003 to 2018. Individuals with primary open-angle glaucoma had open iridocorneal angles and displayed glaucomatous optic neuropathy with visual field defects. Elevated intraocular pressure was not included in the case definition. Control individuals had no elevated intraocular pressure and no signs of glaucoma.

Exposures: Genetic variants associated with primary open-angle glaucoma.

Main outcomes and measures: Presence of primary open-angle glaucoma. Genome-wide significance was defined as P < 5 × 10-8 in the discovery stage and in the meta-analysis of combined discovery and validation data.

Results: A total of 2320 individuals with primary open-angle glaucoma (mean [interquartile range] age, 64.6 [56-74] years; 1055 [45.5%] women) and 2121 individuals without primary open-angle glaucoma (mean [interquartile range] age, 63.4 [55-71] years; 1025 [48.3%] women) were included in the discovery GWAS. The GWAS discovery meta-analysis demonstrated association of variants at amyloid-β A4 precursor protein-binding family B member 2 (APBB2; chromosome 4, rs59892895T>C) with primary open-angle glaucoma (odds ratio [OR], 1.32 [95% CI, 1.20-1.46]; P = 2 × 10-8). The association was validated in an analysis of an additional 6937 affected individuals and 14 917 unaffected individuals (OR, 1.15 [95% CI, 1.09-1.21]; P < .001). Each copy of the rs59892895*C risk allele was associated with increased risk of primary open-angle glaucoma when all data were included in a meta-analysis (OR, 1.19 [95% CI, 1.14-1.25]; P = 4 × 10-13). The rs59892895*C risk allele was present at appreciable frequency only in African ancestry populations. In contrast, the rs59892895*C risk allele had a frequency of less than 0.1% in individuals of European or Asian ancestry.

Conclusions and relevance: In this genome-wide association study, variants at the APBB2 locus demonstrated differential association with primary open-angle glaucoma by ancestry. If validated in additional populations this finding may have implications for risk assessment and therapeutic strategies.

PubMed Disclaimer

Conflict of interest statement

Conflict of Interest Disclosures: Dr Rotter reported receiving grants from the National Institutes of Health (NIH) during the conduct of the study. Dr Williams reported receiving grants from the Carnegie Corporation Transformation project at the University of the Witwatersrand and grants and personal fees from the Carnegie Corporation Clinician Scientist Fellowship during the conduct of the study. Dr Anderson reported receiving grants from the National Eye Institute (NEI)/NIH and the US Department of Veterans Affairs Rehabilitation Research and Development Service during the conduct of the study. Dr Nyamsi reported receiving nonfinancial support from the Singapore Eye Research Institute during the conduct of the study. Dr Bromley reported collaboration with the University of Michigan W.K. Kellogg Eye Center. Dr Chen reported receiving grants from NIH during the conduct of the study. Dr Cooke Bailey reported being supported by the Clinical and Translational Science Collaborative of Cleveland (KL2TR0002547) from the National Center for Advancing Translational Sciences/NIH and the NIH Roadmap for Medical Research during the conduct of the study. Dr Flamme-Wiese reported receiving grants from NIH (P30EY025580) during the conduct of the study. Dr Haines reported receiving grants from NIH during the conduct of the study. Dr Hammond reported receiving grants from the International Glaucoma Association during the conduct of the study. Dr Kizor-Akaraiwe reported receiving nonfinancial support from Singapore Eye Research Institute/Singapore National Eye Center outside the submitted work. Dr Liebmann reported receiving grants from NEI/NIH during the conduct of the study. Dr Melo reported receiving grants from São Paulo Research Foundation during the conduct of the study. Dr Nadkarni reported receiving personal fees from Renalytix AI BioVie outside the submitted work. Dr Napo reported receiving personal fees from IOTA during the conduct of the study. Dr Pasquale reported receiving personal fees from Bausch & Lomb and Verily outside the submitted work. Dr Resnikoff reported receiving personal fees from Laboratoires Thea outside the submitted work. Dr Richards reported receiving grants from NIH and Research to Prevent Blindness during the conduct of the study and royalties from Elsevier outside the submitted work. Dr Cabral de Vasconcellos reported receiving grants from São Paulo Research Foundation during the conduct of the study. Dr Wiggs reported receiving grants from NEI during the conduct of the study and consulting for Aerpio Pharmaceuticals outside the submitted work. Dr Zangwill reported receiving grants from NEI during the conduct of the study and grants and nonfinancial support from Heidelberg Engineering, Topcon Inc, Carl Zeiss Meditec, and Optovue outside the submitted work. Dr Weinreb reported receiving personal fees from Aerie Pharmaceuticals, Allergan, Eyenovia, and Implantdata; nonfinancial support from Heidelberg Engineering and Carl Zeiss Meditec; and grants from Genentech, Konan, Optovue, Topcon, Optos, Cetervue, and Bausch & Lomb outside the submitted work. No other disclosures were reported.

Figures

Figure 1.
Figure 1.. Discovery Analysis of 2320 Individuals With Primary Open-Angle Glaucoma and 2121 Age-Matched Control Individuals
Single-nucleotide polymorphisms (SNPs) were only considered if they were assessed across all 4 genome-wide association discovery study sites. A total of 6 734 161 SNPs are included in this figure. The blue horizontal line indicates a threshold for suggestive statistical significance commonly used in genome-wide association studies (P = 10−5) and the red horizontal line indicates the threshold for genome-wide significance (P = 5 × 10−8). Multiple SNPs at the gene encoding for amyloid-β A4 precursor protein-binding family B member 2 (APBB2) have a significant association with primary open-angle glaucoma disease risk.
Figure 2.
Figure 2.. Association at the Amyloid-β A4 Precursor Protein-Binding Family B Member 2 (APBB2) Locus on Chromosome 4
The association between single-nucleotide polymorphisms (SNPs) and primary open-angle glaucoma were plotted by genomic position on chromosome 4 and degree of statistical significance. The horizontal line shows the threshold for genome-wide significance, P = 5 × 10−8. The dots indicate the extent of linkage disequilibrium (LD) between each tested SNP with rs59892895 (based on pairwise r2 values calculated from the discovery analysis). LD refers to the association between alleles of SNPs located close to one another on the same chromosome; SNPs in strong LD can serve as proxies for one another. Estimated recombination rates were plotted in light blue to reflect the LD structure in individuals with African ancestry. The estimated recombination rate shows the average frequency in which recombination occurs at a particular location. The extent of LD drops with increasing recombination rate. The horizontal lines accompanied by arrows in the lower panel of the plot reflect the genes mapping to the given genomic locations. The arrows indicate the direction of transcription of the genes. The horizontal lines labeled APBB2 and RBM47 reflect 2 different gene transcripts of different lengths for both genes.
Figure 3.
Figure 3.. Association Between Amyloid-β A4 Precursor Protein-Binding Family B Member 2 (APBB2) rs59892895 and Primary Open-Angle Glaucoma Risk
The oblong data markers represent odds ratios, with the height of the data markers being inversely proportional to the standard error of the odds ratio. The diamonds represent the odds ratios after the meta-analysis, with the width representing the 95% CIs. Collections from the United States were taken from an African American population and the collection from South London was taken from a West African population. ADAGES indicates African Descent and Glaucoma Evaluation Study; AGGP, African Glaucoma Genetics Project; GWAS, genome-wide association study.

Comment in

  • Genome-Wide Association Studies.
    Guo X, Rotter JI. Guo X, et al. JAMA. 2019 Nov 5;322(17):1705-1706. doi: 10.1001/jama.2019.16479. JAMA. 2019. PMID: 31688871 No abstract available.

References

    1. Quigley HA, Broman AT. The number of people with glaucoma worldwide in 2010 and 2020. Br J Ophthalmol. 2006;90(3):262-267. doi:10.1136/bjo.2005.081224 - DOI - PMC - PubMed
    1. Tham YC, Li X, Wong TY, Quigley HA, Aung T, Cheng CY. Global prevalence of glaucoma and projections of glaucoma burden through 2040: a systematic review and meta-analysis. Ophthalmology. 2014;121(11):2081-2090. doi:10.1016/j.ophtha.2014.05.013 - DOI - PubMed
    1. Bailey JN, Loomis SJ, Kang JH, et al. ; ANZRAG Consortium . Genome-wide association analysis identifies TXNRD2, ATXN2 and FOXC1 as susceptibility loci for primary open-angle glaucoma. Nat Genet. 2016;48(2):189-194. doi:10.1038/ng.3482 - DOI - PMC - PubMed
    1. Shiga Y, Akiyama M, Nishiguchi KM, et al. ; Japan Glaucoma Society Omics Group (JGS-OG); NEIGHBORHOOD Consortium . Genome-wide association study identifies seven novel susceptibility loci for primary open-angle glaucoma. Hum Mol Genet. 2018;27(8):1486-1496. doi:10.1093/hmg/ddy053 - DOI - PMC - PubMed
    1. Gharahkhani P, Burdon KP, Cooke Bailey JN, et al. ; NEIGHBORHOOD consortium . Analysis combining correlated glaucoma traits identifies five new risk loci for open-angle glaucoma. Sci Rep. 2018;8(1):3124. doi:10.1038/s41598-018-20435-9 - DOI - PMC - PubMed

Publication types

Substances