Exploring Causal Relationships Between Kidney Function and the Risk of Senile Cataract and Primary Open-Angle Glaucoma: A Mendelian Randomization Study and Bioinformatics Analyses.

IF 2.4 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES
Journal of Multidisciplinary Healthcare Pub Date : 2025-09-23 eCollection Date: 2025-01-01 DOI:10.2147/JMDH.S539951
Ping Li, Tingting Qiu, Lvjie Xu, Liming Wu, Sixuan Zhao, Xiao Liu, Yiting Yang, Jiawei Wang
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Abstract

Purpose: To explore causal relationships between kidney function and the risk of senile cataract and primary open-angle glaucoma (POAG) using Mendelian randomization (MR).

Methods: Summary statistics for kidney function traits were obtained from the CKDGen consortium to identify genetically predicted chronic kidney disease (CKD), estimated glomerular filtration rate (eGFR), and urinary albumin-to-creatinine ratio (UACR). Data on senile cataract and POAG were sourced from the FinnGen consortium. Initially, we applied the bidirectional univariate MR method (UVMR) to assess the causal effects between kidney function and the risk of senile cataract and POAG. Inverse-variance weighted method (IVW) served as the primary analysis, supplemented by weighted median and MR-Egger methods. Subsequently, multivariable MR (MVMR) was conducted to validate significant causal associations identified in UVMR. Bioinformatics analyses were conducted through enrichment analysis and a protein-protein interaction network to elucidate potential molecular mechanisms.

Results: UVMR showed that higher genetically predicted UACR was associated with an increased risk of senile cataract (IVW OR = 1.29, 95% CI: 1.05 to 1.58, P = 0.016), but no reverse causality was observed. No causal associations were found between CKD or eGFR and cataract, or between kidney function and POAG. MVMR further indicated that the associations of UACR with senile cataract remained robust after adjusting for potential confounders, including eGFR, telomere length, diabetes, hypertension, and smoking. Enrichment analysis highlighted significant associations with retinol metabolism, xenobiotic metabolism by cytochrome P450, and glycine/serine/threonine metabolism pathways.

Conclusion: Our results suggested that kidney damage, as measured by UACR, causally increased the risk of cataract, but no causal relationship was found between kidney function and POAG. This study underscores the importance of regular ophthalmic screening for individuals with albuminuria.

探索肾功能与老年性白内障和原发性开角型青光眼风险之间的因果关系:孟德尔随机研究和生物信息学分析。
目的:采用孟德尔随机化方法(MR)探讨肾功能与老年性白内障和原发性开角型青光眼(POAG)发病风险的因果关系。方法:从CKDGen联盟获得肾功能特征的汇总统计数据,以确定遗传预测的慢性肾脏疾病(CKD),估计肾小球滤过率(eGFR)和尿白蛋白与肌酐比(UACR)。老年性白内障和POAG数据来源于FinnGen联盟。首先,我们应用双向单变量磁共振方法(UVMR)来评估肾功能与老年性白内障和POAG风险之间的因果关系。以反方差加权法(IVW)为主要分析方法,加权中位数法和MR-Egger法为辅。随后,进行多变量磁共振(MVMR)来验证在UVMR中发现的显著因果关系。生物信息学分析通过富集分析和蛋白质相互作用网络来阐明潜在的分子机制。结果:UVMR显示,较高的遗传预测UACR与老年性白内障风险增加相关(IVW OR = 1.29, 95% CI: 1.05 ~ 1.58, P = 0.016),但未观察到反向因果关系。未发现CKD或eGFR与白内障、肾功能与POAG之间存在因果关系。MVMR进一步表明,在调整了潜在的混杂因素(包括eGFR、端粒长度、糖尿病、高血压和吸烟)后,UACR与老年性白内障的相关性仍然很强。富集分析强调了与视黄醇代谢、细胞色素P450的外源代谢和甘氨酸/丝氨酸/苏氨酸代谢途径的显著关联。结论:我们的研究结果表明,肾损害,如UACR测量,导致白内障的风险增加,但肾功能和POAG之间没有因果关系。这项研究强调了对蛋白尿患者进行定期眼科筛查的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Multidisciplinary Healthcare
Journal of Multidisciplinary Healthcare Nursing-General Nursing
CiteScore
4.60
自引率
3.00%
发文量
287
审稿时长
16 weeks
期刊介绍: The Journal of Multidisciplinary Healthcare (JMDH) aims to represent and publish research in healthcare areas delivered by practitioners of different disciplines. This includes studies and reviews conducted by multidisciplinary teams as well as research which evaluates or reports the results or conduct of such teams or healthcare processes in general. The journal covers a very wide range of areas and we welcome submissions from practitioners at all levels and from all over the world. Good healthcare is not bounded by person, place or time and the journal aims to reflect this. The JMDH is published as an open-access journal to allow this wide range of practical, patient relevant research to be immediately available to practitioners who can access and use it immediately upon publication.
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