Exploring susceptibility and therapeutic targets for kidney stones through proteome-wide Mendelian randomization.

IF 3.1 2区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Human molecular genetics Pub Date : 2024-11-12 DOI:10.1093/hmg/ddae159
Qinhong Jiang, Xiaozhe Su, Wenbiao Liao, Ziqi He, Yunhan Wang, Rong Jiang, Caitao Dong, Sixing Yang
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Abstract

Given the high recurrence rate of kidney stones, surgical lithotripsy and stone removal are not the ultimate treatments for kidney stones. There's an urgent need to explore the genetic mechanisms behind the susceptibility to kidney stones and to identify potential targets for prevention, to reduce the renal damage caused by recurrent stone formation. In this study, we screened 4548 circulating proteins using proteome-wide Mendelian Randomization (MR) to find proteins with a causal relationship to kidney stone risk. Additionally, proteome-wide association study (PWAS) and colocalization analysis were used to validate and prioritize candidate proteins. Moreover, downstream analyses including single-cell analysis, enrichment analysis, protein-protein interaction (PPI), and druggability analysis were conducted on the proteins causally related to kidney stones, to further explore the genetic mechanisms of susceptibility and the potential of proteins as drug targets. Ultimately, 22 target proteins associated with the risk of kidney stones were identified. Six plasma proteins (COLGALT1, CLMP, LECT1, ITIH1, CDHR3, CPLX2) were negatively correlated with kidney stone risk, while the genetic overexpression of 16 target proteins (GJA1, STOM, IRF9, F9, TMPRSS11D, ADH1B, SPINK13, CRYBB2, TNS2, DOCK9, OXSM, MST1, IL2, LMAN2, ITIH3, KLRF1) increased the risk of kidney stones. Based on the PWAS and colocalization analysis results, the 22 target proteins were classified into 3 tiers: IL2, CPLX2, and LMAN2 as tier 1 proteins with the most compelling evidence, MST1, ITIH1, and ITIH3 as tier 2 proteins, and the rest as tier 3 proteins. Enrichment analysis and PPI showed that target proteins mainly affect the occurrence of kidney stones through leukocyte activation and cell junction assembly. Druggability analysis suggested that IL2, MST1, and ITIH1 have potential as drug targets, and potential drugs were evaluated through molecular docking. In summary, this study employed multiple analytical methods to screen plasma proteins related to susceptibility to kidney stones, providing new insights into the genetic mechanisms of kidney stones and potential targets for treatment and prevention.

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通过全蛋白质组孟德尔随机化探索肾结石的易感性和治疗目标。
鉴于肾结石的高复发率,手术碎石和取石并不是治疗肾结石的最终方法。目前迫切需要探索肾结石易感性背后的遗传机制,并确定潜在的预防目标,以减少反复结石形成对肾脏的损害。在这项研究中,我们利用全蛋白质组孟德尔随机化(MR)技术筛选了4548种循环蛋白质,以寻找与肾结石风险有因果关系的蛋白质。此外,我们还利用全蛋白质组关联研究(PWAS)和共聚焦分析来验证候选蛋白质并确定其优先级。此外,还对与肾结石有因果关系的蛋白质进行了下游分析,包括单细胞分析、富集分析、蛋白质-蛋白质相互作用(PPI)和可药用性分析,以进一步探索易感性的遗传机制和蛋白质作为药物靶点的潜力。最终,确定了 22 个与肾结石风险相关的靶蛋白。6种血浆蛋白(COLGALT1、CLMP、LECT1、ITIH1、CDHR3、CPLX2)与肾结石风险呈负相关,而16种靶蛋白(GJA1、STOM、IRF9、F9、TMPRSS11D、ADH1B、SPINK13、CRYBB2、TNS2、DOCK9、OXSM、MST1、IL2、LMAN2、ITIH3、KLRF1)会增加肾结石风险。根据PWAS和共定位分析结果,22个目标蛋白被分为3级:IL2、CPLX2 和 LMAN2 为第一级蛋白,证据最充分;MST1、ITIH1 和 ITIH3 为第二级蛋白,其余为第三级蛋白。富集分析和PPI显示,靶蛋白主要通过白细胞活化和细胞连接组装影响肾结石的发生。可药性分析表明,IL2、MST1 和 ITIH1 有可能成为药物靶点,并通过分子对接对潜在药物进行了评估。总之,本研究采用多种分析方法筛选了与肾结石易感性相关的血浆蛋白,为肾结石的遗传机制以及潜在的治疗和预防靶点提供了新的见解。
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来源期刊
Human molecular genetics
Human molecular genetics 生物-生化与分子生物学
CiteScore
6.90
自引率
2.90%
发文量
294
审稿时长
2-4 weeks
期刊介绍: Human Molecular Genetics concentrates on full-length research papers covering a wide range of topics in all aspects of human molecular genetics. These include: the molecular basis of human genetic disease developmental genetics cancer genetics neurogenetics chromosome and genome structure and function therapy of genetic disease stem cells in human genetic disease and therapy, including the application of iPS cells genome-wide association studies mouse and other models of human diseases functional genomics computational genomics In addition, the journal also publishes research on other model systems for the analysis of genes, especially when there is an obvious relevance to human genetics.
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