Identification of Potential Drug Targets for Myopia Through Mendelian Randomization.

IF 5 2区 医学 Q1 OPHTHALMOLOGY
Yimin Qin, Chengcheng Lei, Tianfeng Lin, Xiaotong Han, Decai Wang
{"title":"Identification of Potential Drug Targets for Myopia Through Mendelian Randomization.","authors":"Yimin Qin, Chengcheng Lei, Tianfeng Lin, Xiaotong Han, Decai Wang","doi":"10.1167/iovs.65.10.13","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>The purpose of this study was to identify potential drug targets for myopia and explore underlying mechanisms.</p><p><strong>Methods: </strong>Mendelian randomization (MR) was implemented to assess the effect of 2684 pharmacologically targetable genes in the blood and retina on the risk of myopia from a genomewide association study (GWAS) for age-at-onset of spectacle wearing-inferred mean spherical equivalent (MSE; discovery cohort, N = 287,448, European), which was further validated in a GWAS for autorefraction-measured MSE (replication cohort, N = 95,619, European). The reliability of the identified significant potential targets was strengthened by colocalization analysis. Additionally, enrichment analysis, protein-protein interaction network, and molecular docking were performed to explore the functional roles and the druggability of these targets.</p><p><strong>Results: </strong>This systematic drug target identification has unveiled 6 putative genetically causal targets for myopia-CD34, CD55, Wnt3, LCAT, BTN3A1, and TSSK6-each backed by colocalization evidence in adult blood eQTL datasets. Functional analysis found that dopaminergic neuron differentiation, cell adhesion, Wnt signaling pathway, and plasma lipoprotein-associated pathways may be involved in myopia pathogenesis. Finally, drug prediction and molecular docking corroborated the pharmacological value of these targets with LCAT demonstrating the strongest binding affinity.</p><p><strong>Conclusions: </strong>Our study not only opens new avenues for the development of therapeutic interventions for myopia but may also help to understand the underlying mechanisms of myopia.</p>","PeriodicalId":14620,"journal":{"name":"Investigative ophthalmology & visual science","volume":null,"pages":null},"PeriodicalIF":5.0000,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11314700/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Investigative ophthalmology & visual science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1167/iovs.65.10.13","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: The purpose of this study was to identify potential drug targets for myopia and explore underlying mechanisms.

Methods: Mendelian randomization (MR) was implemented to assess the effect of 2684 pharmacologically targetable genes in the blood and retina on the risk of myopia from a genomewide association study (GWAS) for age-at-onset of spectacle wearing-inferred mean spherical equivalent (MSE; discovery cohort, N = 287,448, European), which was further validated in a GWAS for autorefraction-measured MSE (replication cohort, N = 95,619, European). The reliability of the identified significant potential targets was strengthened by colocalization analysis. Additionally, enrichment analysis, protein-protein interaction network, and molecular docking were performed to explore the functional roles and the druggability of these targets.

Results: This systematic drug target identification has unveiled 6 putative genetically causal targets for myopia-CD34, CD55, Wnt3, LCAT, BTN3A1, and TSSK6-each backed by colocalization evidence in adult blood eQTL datasets. Functional analysis found that dopaminergic neuron differentiation, cell adhesion, Wnt signaling pathway, and plasma lipoprotein-associated pathways may be involved in myopia pathogenesis. Finally, drug prediction and molecular docking corroborated the pharmacological value of these targets with LCAT demonstrating the strongest binding affinity.

Conclusions: Our study not only opens new avenues for the development of therapeutic interventions for myopia but may also help to understand the underlying mechanisms of myopia.

通过孟德尔随机化鉴定治疗近视的潜在药物靶点。
目的:本研究旨在确定治疗近视的潜在药物靶点并探索其潜在机制:采用孟德尔随机法(MR)评估了血液和视网膜中的 2684 个药物靶点基因对近视风险的影响,这些基因来自一项全基因组关联研究(GWAS),研究对象为佩戴眼镜的发病年龄-推断的平均球面等值(MSE;发现队列,N = 287,448 人,欧洲人),并在一项全基因组关联研究(GWAS)中得到进一步验证,研究对象为自动屈光度测量的平均球面等值(MSE)(复制队列,N = 95,619 人,欧洲人)。共定位分析加强了已确定的重要潜在靶标的可靠性。此外,还进行了富集分析、蛋白质-蛋白质相互作用网络和分子对接,以探索这些靶点的功能作用和可药用性:这项系统性的药物靶点鉴定揭示了6个推定的近视基因致病靶点--CD34、CD55、Wnt3、LCAT、BTN3A1和TSSK6--每个靶点都有成人血液eQTL数据集的共定位证据支持。功能分析发现,多巴胺能神经元分化、细胞粘附、Wnt 信号通路和血浆脂蛋白相关通路可能与近视发病机制有关。最后,药物预测和分子对接证实了这些靶点的药理学价值,其中LCAT的结合亲和力最强:我们的研究不仅为开发近视治疗干预措施开辟了新途径,还有助于了解近视的潜在机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
6.90
自引率
4.50%
发文量
339
审稿时长
1 months
期刊介绍: Investigative Ophthalmology & Visual Science (IOVS), published as ready online, is a peer-reviewed academic journal of the Association for Research in Vision and Ophthalmology (ARVO). IOVS features original research, mostly pertaining to clinical and laboratory ophthalmology and vision research in general.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信