Kyoung A. Viola Lee MPH , Inas F. Aboobakar MD , Ashish Jain PhD , Corey D. Tesdahl BA , Kimberly Jin BA , Isdin Oke MD, MPH , Mary C. Whitman MD, PhD
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A total of 764 subjects with amblyopia (based on <em>International Classification of Diseases</em> and <em>Systematized Nomenclature of Medicine</em> codes) and 122 305 controls with no record of amblyopia and with whole genome sequencing data were compared. Only participants of European genetic ancestry were included because of small numbers of affected participants in other ancestral groups.</div></div><div><h3>Methods</h3><div>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 <em>All of Us</em> Research Program.</div></div><div><h3>Main Outcome Measures</h3><div>Individual single nucleotide polymorphisms (SNPs) significantly associated with amblyopia and genes with significant burden of rare variants in amblyopia.</div></div><div><h3>Results</h3><div>The GWAS revealed 4 loci that approached statistical significance defined as <em>P</em> < 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. This RVAS revealed 15 genes with a statistically significant (<em>P</em> < 5e-05) different burden of variants: <em>DCP1B, OR12D2, PCDHA4, ALKBH8, NMUR2, OR52P1P, NEU1, CACNB2, PSMA7, LRR1, ZNF831, FSIP2, ZNF654, CES5A,</em> and <em>MPV17,</em> several of which have known roles in neurodevelopment.</div></div><div><h3>Conclusions</h3><div>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 also 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.</div></div><div><h3>Financial Disclosure(s)</h3><div>Proprietary or commercial disclosure may be found after the references.</div></div>","PeriodicalId":19533,"journal":{"name":"Ophthalmology","volume":"132 7","pages":"Pages 758-766"},"PeriodicalIF":9.5000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Genome-Wide and Rare Variant Association Studies of Amblyopia in the All of Us Research Program\",\"authors\":\"Kyoung A. Viola Lee MPH , Inas F. Aboobakar MD , Ashish Jain PhD , Corey D. Tesdahl BA , Kimberly Jin BA , Isdin Oke MD, MPH , Mary C. 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Only participants of European genetic ancestry were included because of small numbers of affected participants in other ancestral groups.</div></div><div><h3>Methods</h3><div>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 <em>All of Us</em> Research Program.</div></div><div><h3>Main Outcome Measures</h3><div>Individual single nucleotide polymorphisms (SNPs) significantly associated with amblyopia and genes with significant burden of rare variants in amblyopia.</div></div><div><h3>Results</h3><div>The GWAS revealed 4 loci that approached statistical significance defined as <em>P</em> < 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. 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引用次数: 0
摘要
目的:弱视以发育过程中视觉经验异常导致的视敏度下降为特征。它影响了大约3%的人口,并与视觉皮层的异常发育有关。尽管接受了治疗,许多患者仍有残余的视力缺陷。本研究旨在探讨遗传因素对弱视的影响。设计:病例对照。参与者:All of Us研究项目包括来自美国不同人群(年龄≥18岁)的基因型和表型数据,其中764名弱视患者(基于ICD和SNOMED编码)和122305名无弱视记录的对照组进行了全基因组测序比较。只有欧洲遗传祖先的参与者被包括在内,因为少数受影响的参与者在其他祖先群体。方法:在基因水平上进行弱视常见变异(次要等位基因频率为1%)的全基因组关联研究(GWAS)和罕见变异关联研究(RVAS)。主要结局指标:与弱视显著相关的个体单核苷酸多态性(snp)和与弱视罕见变异显著负担的基因结果:GWAS显示了4个接近统计学意义的位点,定义为p = 5e-8: rss56105618、rs1349660、rs7958343和rs138693522。每一种变异都是大脑中表达或与神经发育相关的基因的表达数量性状位点(eQTL)。RVAS显示15个基因的变异负担差异有统计学意义(p值= 5e-05): DCP1B、OR12D2、PCDHA4、ALKBH8、NMUR2、OR52P1P、NEU1、CACNB2、PSMA7、LRR1、ZNF831、FSIP2、ZNF654、CES5A和MPV17,其中一些已知在神经发育中起作用。结论:弱视相关基因在神经发育中的作用表明,弱视的神经发育变化不仅继发于视觉经验异常,而且可能是原发性神经发育缺陷与视觉经验异常相互作用的结果。这可能解释了为什么有些儿童患有弱视而另一些儿童没有相同的眼部危险因素,可能解释了治疗结果的差异,并为弱视治疗提供了新的途径。
Genome-Wide and Rare Variant Association Studies of Amblyopia in the All of Us Research Program
Purpose
Amblyopia is characterized by decreased visual acuity due to abnormal visual experience during development. It affects approximately 3% 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. A total of 764 subjects with amblyopia (based on International Classification of Diseases and Systematized Nomenclature of Medicine codes) and 122 305 controls with no record of amblyopia and with whole genome sequencing data were compared. Only participants of European genetic ancestry were included because of 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. This RVAS revealed 15 genes with a statistically significant (P < 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 also 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.
Financial Disclosure(s)
Proprietary or commercial disclosure may be found after the references.
期刊介绍:
The journal Ophthalmology, from the American Academy of Ophthalmology, contributes to society by publishing research in clinical and basic science related to vision.It upholds excellence through unbiased peer-review, fostering innovation, promoting discovery, and encouraging lifelong learning.