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Ophthalmology, Jan 20 2025, S0161-6420(25)00067-3 | https://doi.org/10.1016/j.ophtha.2025.01.013
Genome Wide and Rare Variant Association Studies of Amblyopia in the All of Us Research Program
Kyoung A. Viola Lee MPH 1,2, Inas F. Aboobakar MD 3, Ashish Jain PhD 4, Corey D. Tesdahl BA 2, Kimberly Jin BA 5, Isdin Oke MD MPH 1,3,6, Mary C. Whitman MD PhD 1,3,7
1Department of Ophthalmology, Boston Children’s Hospital, Boston, MA
2University of South Florida Morsani College of Medicine, Tampa, FL
3Department of Ophthalmology, Harvard Medical School, Boston, MA
4Department of Bioinformatics, Boston Children’s Hospital, Boston, MA
5University of Massachusetts Chan Medical School, Worcester, MA
6Department of Population Medicine, Harvard Medical School, Boston, MA
7F.M. Kirby Neurobiology Center, Boston Children’s Hospital, Boston, MA
Corresponding Author: Mary Whitman, MD/PhD
1Department of Ophthalmology, Boston Children’s Hospital, Boston, MA
2University of South Florida Morsani College of Medicine, Tampa, FL
3Department of Ophthalmology, Harvard Medical School, Boston, MA
4Department of Bioinformatics, Boston Children’s Hospital, Boston, MA
5University of Massachusetts Chan Medical School, Worcester, MA
6Department of Population Medicine, Harvard Medical School, Boston, MA
7F.M. Kirby Neurobiology Center, Boston Children’s Hospital, Boston, MA
Corresponding Author: Mary Whitman, MD/PhD
Abstract
Objective: Amblyopia is characterized by decreased visual acuity due to abnormal visual experience during development. It affects approximately three percent of the population and is associated with abnormal development of the visual cortex. Despite treatment, many patients have residual visual acuity deficits. This study aimed to explore the genetic contributions to amblyopia.
Design: Case-control.
Participants: The All of Us Research Program includes genotypic and phenotypic data from a diverse population of adults (age ≥ 18 years) across the United States. 764 subjects with amblyopia (based on ICD and SNOMED codes) and 122,305 controls with no record of amblyopia and whole genome sequencing were compared. Only participants of European genetic ancestry were included due to small numbers of affected participants in other ancestral groups.
Methods: Genome wide association study (GWAS) of common variants (minor allele frequency >1%) and rare variant association study (RVAS) at the gene level for amblyopia of participants in the All of Us Research Program.
Main outcome measures: Individual single-nucleotide polymorphisms (SNPs) significantly associated with amblyopia and genes with significant burden of rare variants in amblyopia RESULTS: The GWAS revealed 4 loci that approached statistical significance defined as p = 5e-8: rs56105618, rs1349660, rs7958343, and rs138693522. Each of the variants is an expression quantitative trait locus (eQTL) for a gene expressed in the brain or related to neural development. RVAS revealed 15 genes with a statistically significant (p-value = 5e-05) different burden of variants: DCP1B, OR12D2, PCDHA4, ALKBH8, NMUR2, OR52P1P, NEU1, CACNB2, PSMA7, LRR1, ZNF831, FSIP2, ZNF654, CES5A, and MPV17, several of which have known roles in neurodevelopment.
Conclusions: The identification of genes linked to amblyopia with roles in neurodevelopment suggests that the neurodevelopmental changes in amblyopia are not only secondary to abnormal visual experience but may result from the interaction of primary neurodevelopmental deficits with abnormal experience. This potentially explains why some children develop amblyopia and others do not with the same ocular risk factors, may explain differences in treatment outcomes, and suggests new avenues for amblyopia treatment.
Design: Case-control.
Participants: The All of Us Research Program includes genotypic and phenotypic data from a diverse population of adults (age ≥ 18 years) across the United States. 764 subjects with amblyopia (based on ICD and SNOMED codes) and 122,305 controls with no record of amblyopia and whole genome sequencing were compared. Only participants of European genetic ancestry were included due to small numbers of affected participants in other ancestral groups.
Methods: Genome wide association study (GWAS) of common variants (minor allele frequency >1%) and rare variant association study (RVAS) at the gene level for amblyopia of participants in the All of Us Research Program.
Main outcome measures: Individual single-nucleotide polymorphisms (SNPs) significantly associated with amblyopia and genes with significant burden of rare variants in amblyopia RESULTS: The GWAS revealed 4 loci that approached statistical significance defined as p = 5e-8: rs56105618, rs1349660, rs7958343, and rs138693522. Each of the variants is an expression quantitative trait locus (eQTL) for a gene expressed in the brain or related to neural development. RVAS revealed 15 genes with a statistically significant (p-value = 5e-05) different burden of variants: DCP1B, OR12D2, PCDHA4, ALKBH8, NMUR2, OR52P1P, NEU1, CACNB2, PSMA7, LRR1, ZNF831, FSIP2, ZNF654, CES5A, and MPV17, several of which have known roles in neurodevelopment.
Conclusions: The identification of genes linked to amblyopia with roles in neurodevelopment suggests that the neurodevelopmental changes in amblyopia are not only secondary to abnormal visual experience but may result from the interaction of primary neurodevelopmental deficits with abnormal experience. This potentially explains why some children develop amblyopia and others do not with the same ocular risk factors, may explain differences in treatment outcomes, and suggests new avenues for amblyopia treatment.
논문정보
- Research article
- 2025년 01월 (BRIC 등록일 2025-01-27)
- 국외 연구진
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