Exploring the associations of plasma proteins with frailty based on Mendelian randomization.

IF 2.9 4区 医学 Q3 IMMUNOLOGY BMC Immunology Pub Date : 2024-12-23 DOI:10.1186/s12865-024-00677-1
Shuhui Chen, Hao Lin, Bin Liu, Hejing Pan, Yaling Xu, Yingying Mao, Lin Huang
{"title":"Exploring the associations of plasma proteins with frailty based on Mendelian randomization.","authors":"Shuhui Chen, Hao Lin, Bin Liu, Hejing Pan, Yaling Xu, Yingying Mao, Lin Huang","doi":"10.1186/s12865-024-00677-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Frailty is an emerging global burden of disease, characterized as an age-related clinical syndrome. Recent studies have suggested a potential link of circulating protein levels with the onset of frailty. This study aims to analyze the potential causal relationships of plasma proteins with frailty using a Mendelian Randomization (MR) study design.</p><p><strong>Methods: </strong>Associations of plasma proteins with frailty were assessed using inverse variance weighted (IVW), MR-Egger regression, weighted median, maximum-likelihood method, and MR-PRESSO test. Protein-protein interaction network construction and gene ontology functional enrichment analysis were conducted based on MR-identified target proteins.</p><p><strong>Results: </strong>After false discovery rate (FDR) correction, MR analysis identified five plasma proteins, including BIRC2 [OR = 0.978, 95%CI (0.967-0.990)] and PSME1 [OR = 0.936, 95%CI (0.909-0.965)], as protective factors against frailty, and 49 proteins, including APOB [OR = 1.053, 95%CI (1.037-1.069)] and CYP3A4 [OR = 1.098, 95%CI (1.068-1.128)], as risk factors. Network analysis suggested BIRC2, PSME1, APOE, and CTNNB1 as key intervention targets.</p><p><strong>Conclusion: </strong>This study employed MR design to investigate the association of circulating plasma proteins with frailty, identified five proteins negatively associated with frailty risk and 49 proteins positively associated with frailty.</p>","PeriodicalId":9040,"journal":{"name":"BMC Immunology","volume":"25 1","pages":"86"},"PeriodicalIF":2.9000,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11664895/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Immunology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12865-024-00677-1","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Frailty is an emerging global burden of disease, characterized as an age-related clinical syndrome. Recent studies have suggested a potential link of circulating protein levels with the onset of frailty. This study aims to analyze the potential causal relationships of plasma proteins with frailty using a Mendelian Randomization (MR) study design.

Methods: Associations of plasma proteins with frailty were assessed using inverse variance weighted (IVW), MR-Egger regression, weighted median, maximum-likelihood method, and MR-PRESSO test. Protein-protein interaction network construction and gene ontology functional enrichment analysis were conducted based on MR-identified target proteins.

Results: After false discovery rate (FDR) correction, MR analysis identified five plasma proteins, including BIRC2 [OR = 0.978, 95%CI (0.967-0.990)] and PSME1 [OR = 0.936, 95%CI (0.909-0.965)], as protective factors against frailty, and 49 proteins, including APOB [OR = 1.053, 95%CI (1.037-1.069)] and CYP3A4 [OR = 1.098, 95%CI (1.068-1.128)], as risk factors. Network analysis suggested BIRC2, PSME1, APOE, and CTNNB1 as key intervention targets.

Conclusion: This study employed MR design to investigate the association of circulating plasma proteins with frailty, identified five proteins negatively associated with frailty risk and 49 proteins positively associated with frailty.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于孟德尔随机化的血浆蛋白与脆弱性的相关性研究。
背景:虚弱是一种新兴的全球疾病负担,其特征是一种与年龄相关的临床综合征。最近的研究表明,循环蛋白水平与虚弱的发生有潜在的联系。本研究旨在利用孟德尔随机化(MR)研究设计分析血浆蛋白与脆弱之间的潜在因果关系。方法:采用反方差加权(IVW)、MR-Egger回归、加权中位数、最大似然法和MR-PRESSO检验评估血浆蛋白与脆性的相关性。基于核磁共振鉴定的靶蛋白进行蛋白-蛋白互作网络构建和基因本体功能富集分析。结果:经错误发现率(FDR)校正后,MR分析鉴定出5种血浆蛋白BIRC2 [OR = 0.978, 95%CI(0.967 ~ 0.990)]和PSME1 [OR = 0.936, 95%CI(0.909 ~ 0.965)]为衰弱保护因子,49种血浆蛋白APOB [OR = 1.053, 95%CI(1.037 ~ 1.069)]和CYP3A4 [OR = 1.098, 95%CI(1.068 ~ 1.128)]为衰弱危险因子。网络分析提示BIRC2、PSME1、APOE、CTNNB1是关键干预靶点。结论:本研究采用MR设计研究循环血浆蛋白与衰弱的关系,鉴定出5种蛋白与衰弱风险负相关,49种蛋白与衰弱风险正相关。
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 去求助
来源期刊
BMC Immunology
BMC Immunology 医学-免疫学
CiteScore
5.50
自引率
0.00%
发文量
54
审稿时长
1 months
期刊介绍: BMC Immunology is an open access journal publishing original peer-reviewed research articles in molecular, cellular, tissue-level, organismal, functional, and developmental aspects of the immune system as well as clinical studies and animal models of human diseases.
期刊最新文献
Pharmacokinetic interaction assessment of an HIV broadly neutralizing monoclonal antibody VRC07-523LS: a cross-protocol analysis of three phase 1 trials in people without HIV. Detecting the preoperative peripheral blood systemic immune-inflammation index (SII) as a tool for early diagnosis and prognosis of gallbladder cancer. Combining machine learning with external validation to explore necroptosis and immune response in moyamoya disease. Single-cell characterization of the immune heterogeneity of pulmonary hypertension identifies novel targets for immunotherapy. Increased PD-1 expression in livers associated with PD-1-antibody-induced hepatotoxicity.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1