From Blood to Heartbeat: Plasma Proteins and Brugada Syndrome Revealed by Mendelian Randomization.

IF 5.7 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Zehao Zhao, Binbin Cao, Haotian Guo, Jiahui Li, Xiaomin Chen
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引用次数: 0

Abstract

Background: Brugada syndrome (BrS) is a hereditary arrhythmia characterized by distinctive electrocardiographic patterns and a high risk of sudden cardiac death. While SCN5A mutations account for 20-30% of cases, the majority remain unexplained. Recent evidence suggests plasma proteins may contribute to BrS pathogenesis through non-ion channel mechanisms such as inflammation and metabolism, though causal roles are unclear.

Objective: To assess the causal relationship between plasma proteins and BrS using Mendelian randomization (MR) and explore underlying molecular mechanisms.

Methods: Using pQTL proteomic data from a Finnish cohort, we evaluated causal associations between 4,185 plasma proteins and BrS via MR. The inverse variance weighted (IVW) method served as the primary analysis, supported by additional MR methods and sensitivity tests to ensure robustness. MR-CAUSE was used to identify proteins with unique causal patterns. For significant proteins, we constructed PPI networks and performed Gene Ontology and KEGG enrichment analyses. A machine learning-based model integrated these results to prioritize candidate proteins.

Results: Twenty plasma proteins were identified as potentially associated with BrS. Sensitivity analyses supported the robustness of these findings. HSPB1, MAPKAPK2, PDLIM4, and MMP1 emerged as top candidates based on causal strength, biological relevance, and network centrality.

Conclusion: This study provides insight into the molecular landscape of BrS and identifies high-priority plasma proteins for further investigation. Experimental and clinical validation is needed to evaluate their diagnostic and therapeutic potential.

从血液到心跳:孟德尔随机化揭示的血浆蛋白和Brugada综合征。
背景:Brugada综合征(BrS)是一种遗传性心律失常,以独特的心电图模式和心脏性猝死的高风险为特征。虽然SCN5A突变占20-30%的病例,但大多数仍无法解释。最近的证据表明血浆蛋白可能通过非离子通道机制(如炎症和代谢)参与BrS发病,但因果关系尚不清楚。目的:利用孟德尔随机化方法评估血浆蛋白与BrS之间的因果关系,并探讨其潜在的分子机制。方法:使用来自芬兰队列的pQTL蛋白质组学数据,我们通过MR评估了4,185种血浆蛋白与BrS之间的因果关系。反向方差加权(IVW)方法作为主要分析,并通过额外的MR方法和敏感性测试来支持以确保稳健性。MR-CAUSE用于鉴定具有独特因果模式的蛋白质。对于重要的蛋白质,我们构建了PPI网络,并进行了基因本体和KEGG富集分析。一个基于机器学习的模型综合了这些结果,对候选蛋白质进行优先排序。结果:鉴定出20种血浆蛋白可能与BrS相关。敏感性分析支持这些发现的稳健性。基于因果强度、生物学相关性和网络中心性,HSPB1、MAPKAPK2、PDLIM4和MMP1成为首选候选基因。结论:本研究揭示了BrS的分子格局,并确定了高优先级的血浆蛋白供进一步研究。需要实验和临床验证来评估它们的诊断和治疗潜力。
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
Heart rhythm
Heart rhythm 医学-心血管系统
CiteScore
10.50
自引率
5.50%
发文量
1465
审稿时长
24 days
期刊介绍: HeartRhythm, the official Journal of the Heart Rhythm Society and the Cardiac Electrophysiology Society, is a unique journal for fundamental discovery and clinical applicability. HeartRhythm integrates the entire cardiac electrophysiology (EP) community from basic and clinical academic researchers, private practitioners, engineers, allied professionals, industry, and trainees, all of whom are vital and interdependent members of our EP community. The Heart Rhythm Society is the international leader in science, education, and advocacy for cardiac arrhythmia professionals and patients, and the primary information resource on heart rhythm disorders. Its mission is to improve the care of patients by promoting research, education, and optimal health care policies and standards.
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