首页|4907种循环蛋白与缺血性心肌病之间的因果关系:一项基于欧洲人群的两样本孟德尔随机化研究

4907种循环蛋白与缺血性心肌病之间的因果关系:一项基于欧洲人群的两样本孟德尔随机化研究

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目的 缺血性心肌病是一种常见的心血管疾病,可发生于各个年龄段,以中老年为主,严重危害人类的健康.长期的心肌缺血会导致细胞坏死凋亡、甚至纤维组织增生,极易诱发严重的心律失常和心肌梗死.循环蛋白是指血浆中的蛋白部分,是多种生物活动的关键调节因子,因此探索循环蛋白与缺血性心肌病之间的因果关系有助于筛选用药靶点.方法 基于芬兰生物银行以及一项包含4907种循环蛋白的全基因组关联研究数据库获取工具变量.采用5种稳健的孟德尔随机化(mendelian randomization,MR)分析方法来判断暴露与结局之间的因果关系,包括逆方差加权(inverse variance weighted,IVW)法、MR-Egger回归、加权中位数、简单模式和加权模式.当以上分析方法得出不同的结论时,以IVW法为准.敏感度分析包括孟德尔随机化多效性及离群值全局检验、Cochran's Q检验,MR-Egger截距检验和留一法敏感度分析.同时,针对所有IVW方法的结果进行错误发现率(false discovery rate,FDR)校正,以筛选出与缺血性心肌病最相关的循环蛋白.利用京都基因和基因组百科全书以及基因本体数据库对阳性蛋白进行疾病进行富集分析,筛选疾病相关通路.结果 本研究共筛选出两种与疾病呈负相关关系的循环蛋白:空泡蛋白分选 29[PIVW<0.001,PFDR=0.049,OR(odds ratio)=0.866,95%CI(confidence interval):0.820~0.916];杆状病毒IAP重复包含蛋白2(PIVW<0.001,PFDR<0.001,OR=0.834,95%CI:0.783~0.888).富集分析则确定了一系列与缺血性心肌病有关的通路:蛋白K63链接泛素化的调控,坏死过程的负调控,反转录复合体,NF-κB信号通路以及Hippo信号通路等.结论 MR分析确定了两个与疾病相关的循环蛋白.由于样本量大,可以避免混杂因素的干扰,为临床治疗提供了宝贵的参考.
Causal Association Between 4907 Circulating Proteins and Ischaemic Cardiomyopathy:A Two-Sample Mendelian Randomisation Study Based on the European Population
Objective Ischaemic cardiomyopathy is a common cardiovascular disease that occurs in all age groups.It mainly affects middle-aged and the elderly individuals,and poses a serious threat to human health.A prolonged ischemia will lead to cell necrosis and apoptosis,and even fibrous tissue proliferation,and can easily induce severe arrhythmias and myocardial infarction.Circulating proteins,constituting the plasma protein fraction,are key regulators of diverse biological activities.So exploring the causal association between cir-culating proteins and ischemic cardiomyopathy can help screening drug targets.Methods Instrumental variables were derived from the Finnish Biobank and a genome-wide association study database encompassing 4907 circulating proteins.Five robust Mendelian randomi-zation(MR)analysis methods were used to determine the causal association between exposure and outcome,including the inverse vari-ance weighted(IVW)method,MR-Egger regression,weighted median,simple model,and weighted model.When the above analysis methods yielded disparate conclusions,the IVW method was given precedence.Sensitivity analyses included Mendelian randomized multi-ple validity and outlier global tests,Cochran's Q test,MR-Egger intercept test,and leave-one-out sensitivity analysis.Meanwhile,false discovery rate(FDR)correction was applied to the outcomes of all IVW methods to identify the most relevant circulating proteins to ischaemic cardiomyopathy.Gene Ontology database and the Kyoto Encyclopedia of Genes and Genomes were used to apply the enrichment analysis on the positive protine.and to screen the disease-related pathways.Results A total of 2 circulating proteins were identified negatively associated with ischaemic cardiomyopathy in this study:vacuolar protein sorting 29[PIVW<0.001,PFDR=0.049,OR(odds ratio)=0.866,95%CI(confidence interval):0.820-0.916];baculovirus IAP repeat inclusion protein 2(PIVW<0.001,PFDR<0.001,OR=0.834,95%CI:0.783-0.888).A series of pathways associated with ischaemic cardiomyopathy were identified through enrichment analysis:regulation of protein K63-linked ubiquitination,negative regulation of necrotic processes,reverse transcription com-plexes,NF-κB signaling pathway,and Hippo signaling pathway.Conclusion The MR analysis we used can identify 2 circulating pro-teins associated with ischaemic cardiomyopathy.The interference of confounding factors can be avoided for the large scale of sample size.This study provides a significant guidance for clinical treatment.

Circulating proteinsIschemic cardiomyopathyMendelian randomisationSensitivityEnrichment analysis

杨振宇、修晓涵、闫俊辰、仲伟博、孙志刚、郭丹丹

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150040 哈尔滨,黑龙江中医药大学

400016 重庆医科大学附属第一医院

150001 哈尔滨,黑龙江中医药大学附属第二医院

循环蛋白 缺血性心肌病 孟德尔随机化 敏感度 富集分析

2024

医学研究杂志
中国医学科学院

医学研究杂志

CSTPCD
影响因子:0.702
ISSN:1673-548X
年,卷(期):2024.53(12)