常见的炎症蛋白将虚弱和局部剥夺联系起来,是女性心血管风险的关键驱动因素。

IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Yu Lin, Panayiotis Louca, Ruth C E Bowyer, Afroditi Kouraki, Niccolò Rossi, Mary Ni Lochlainn, Anthony Kelly, Vasileios Georgopoulos, Frances M K Williams, Claire J Steves, Mario Falchi, Ana M Valdes, Cristina Menni
{"title":"常见的炎症蛋白将虚弱和局部剥夺联系起来,是女性心血管风险的关键驱动因素。","authors":"Yu Lin, Panayiotis Louca, Ruth C E Bowyer, Afroditi Kouraki, Niccolò Rossi, Mary Ni Lochlainn, Anthony Kelly, Vasileios Georgopoulos, Frances M K Williams, Claire J Steves, Mario Falchi, Ana M Valdes, Cristina Menni","doi":"10.1038/s43856-025-01012-4","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Chronic inflammation is linked to frailty and deprivation, both of which are comorbid with cardiovascular diseases (CVD). This study aims to identify inflammatory proteins associated with both socioeconomic deprivation and frailty, and assess their role in mediating cardiovascular risk in a large cohort with independent replication.</p><p><strong>Methods: </strong>We included 2144 TwinsUK females aged 37-84 with concurrent measures of frailty (frailty index), index of multiple deprivation (IMD), cardiovascular risk (ASCVD score), and 74 proteins (Olink inflammation panel). A random forest model with SHapley Additive exPlanations identified shared proteomic markers of frailty and deprivation. Linear mixed models assessed associations between selected proteins, IMD, frailty, and ASCVD score. Findings were validated in 57 females from the Nottingham Osteoarthritis study. Mixed-effects Cox regression evaluated associations with 10-year ischemic heart disease risk, and mediation analysis assessed the role of proteins in linking IMD and frailty to ASCVD risk.</p><p><strong>Results: </strong>We identify ten pro-inflammatory proteins associated with both frailty and area-level social deprivation. Four of those (TNFSF14, HGF, CDCP1, and CCL11) are consistently positively correlated with ASCVD score in both two cohorts. CDCP1 is also associated with higher incident ischemic heart disease risk (HR [95%CI] = 1.82 [1.17, 2.85]). TNFSF14, HGF, and CDCP1 mediate the association between IMD and ASCVD, as well as between frailty and ASCVD.</p><p><strong>Conclusions: </strong>Our findings indicate that inflammatory proteins involved in cellular signalling, growth, and migration are associated with frailty, socioeconomic deprivation, and CVD risk, suggesting that these pathways mediate the impact of socioeconomic deprivation and ageing on CVD risk.</p>","PeriodicalId":72646,"journal":{"name":"Communications medicine","volume":"5 1","pages":"301"},"PeriodicalIF":5.4000,"publicationDate":"2025-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12276345/pdf/","citationCount":"0","resultStr":"{\"title\":\"Common inflammatory proteins linking frailty and area-level deprivation as key drivers of cardiovascular risk in women.\",\"authors\":\"Yu Lin, Panayiotis Louca, Ruth C E Bowyer, Afroditi Kouraki, Niccolò Rossi, Mary Ni Lochlainn, Anthony Kelly, Vasileios Georgopoulos, Frances M K Williams, Claire J Steves, Mario Falchi, Ana M Valdes, Cristina Menni\",\"doi\":\"10.1038/s43856-025-01012-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Chronic inflammation is linked to frailty and deprivation, both of which are comorbid with cardiovascular diseases (CVD). This study aims to identify inflammatory proteins associated with both socioeconomic deprivation and frailty, and assess their role in mediating cardiovascular risk in a large cohort with independent replication.</p><p><strong>Methods: </strong>We included 2144 TwinsUK females aged 37-84 with concurrent measures of frailty (frailty index), index of multiple deprivation (IMD), cardiovascular risk (ASCVD score), and 74 proteins (Olink inflammation panel). A random forest model with SHapley Additive exPlanations identified shared proteomic markers of frailty and deprivation. Linear mixed models assessed associations between selected proteins, IMD, frailty, and ASCVD score. Findings were validated in 57 females from the Nottingham Osteoarthritis study. Mixed-effects Cox regression evaluated associations with 10-year ischemic heart disease risk, and mediation analysis assessed the role of proteins in linking IMD and frailty to ASCVD risk.</p><p><strong>Results: </strong>We identify ten pro-inflammatory proteins associated with both frailty and area-level social deprivation. Four of those (TNFSF14, HGF, CDCP1, and CCL11) are consistently positively correlated with ASCVD score in both two cohorts. CDCP1 is also associated with higher incident ischemic heart disease risk (HR [95%CI] = 1.82 [1.17, 2.85]). TNFSF14, HGF, and CDCP1 mediate the association between IMD and ASCVD, as well as between frailty and ASCVD.</p><p><strong>Conclusions: </strong>Our findings indicate that inflammatory proteins involved in cellular signalling, growth, and migration are associated with frailty, socioeconomic deprivation, and CVD risk, suggesting that these pathways mediate the impact of socioeconomic deprivation and ageing on CVD risk.</p>\",\"PeriodicalId\":72646,\"journal\":{\"name\":\"Communications medicine\",\"volume\":\"5 1\",\"pages\":\"301\"},\"PeriodicalIF\":5.4000,\"publicationDate\":\"2025-07-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12276345/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Communications medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1038/s43856-025-01012-4\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Communications medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1038/s43856-025-01012-4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0

摘要

背景:慢性炎症与虚弱和剥夺有关,这两者都与心血管疾病(CVD)共病。本研究旨在识别与社会经济剥夺和虚弱相关的炎症蛋白,并在一个独立复制的大型队列中评估它们在介导心血管风险中的作用。方法:我们纳入了2144名年龄在37-84岁的TwinsUK女性,并同时测量了虚弱(虚弱指数)、多重剥夺指数(IMD)、心血管风险(ASCVD评分)和74种蛋白质(Olink炎症面板)。沙普利加性解释的随机森林模型确定了脆弱和剥夺的共同蛋白质组学标记。线性混合模型评估了选定蛋白质、IMD、虚弱和ASCVD评分之间的关联。研究结果在诺丁汉骨关节炎研究的57名女性中得到了验证。混合效应Cox回归评估了与10年缺血性心脏病风险的关联,中介分析评估了蛋白质在IMD和虚弱与ASCVD风险之间的作用。结果:我们确定了与虚弱和区域社会剥夺相关的十种促炎蛋白。在两个队列中,其中四项(TNFSF14、HGF、CDCP1和CCL11)与ASCVD评分始终呈正相关。CDCP1也与较高的缺血性心脏病发生风险相关(HR [95%CI] = 1.82[1.17, 2.85])。TNFSF14、HGF和CDCP1介导IMD和ASCVD之间以及虚弱和ASCVD之间的关联。结论:我们的研究结果表明,参与细胞信号传导、生长和迁移的炎症蛋白与虚弱、社会经济剥夺和CVD风险相关,这表明这些途径介导了社会经济剥夺和衰老对CVD风险的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Common inflammatory proteins linking frailty and area-level deprivation as key drivers of cardiovascular risk in women.

Background: Chronic inflammation is linked to frailty and deprivation, both of which are comorbid with cardiovascular diseases (CVD). This study aims to identify inflammatory proteins associated with both socioeconomic deprivation and frailty, and assess their role in mediating cardiovascular risk in a large cohort with independent replication.

Methods: We included 2144 TwinsUK females aged 37-84 with concurrent measures of frailty (frailty index), index of multiple deprivation (IMD), cardiovascular risk (ASCVD score), and 74 proteins (Olink inflammation panel). A random forest model with SHapley Additive exPlanations identified shared proteomic markers of frailty and deprivation. Linear mixed models assessed associations between selected proteins, IMD, frailty, and ASCVD score. Findings were validated in 57 females from the Nottingham Osteoarthritis study. Mixed-effects Cox regression evaluated associations with 10-year ischemic heart disease risk, and mediation analysis assessed the role of proteins in linking IMD and frailty to ASCVD risk.

Results: We identify ten pro-inflammatory proteins associated with both frailty and area-level social deprivation. Four of those (TNFSF14, HGF, CDCP1, and CCL11) are consistently positively correlated with ASCVD score in both two cohorts. CDCP1 is also associated with higher incident ischemic heart disease risk (HR [95%CI] = 1.82 [1.17, 2.85]). TNFSF14, HGF, and CDCP1 mediate the association between IMD and ASCVD, as well as between frailty and ASCVD.

Conclusions: Our findings indicate that inflammatory proteins involved in cellular signalling, growth, and migration are associated with frailty, socioeconomic deprivation, and CVD risk, suggesting that these pathways mediate the impact of socioeconomic deprivation and ageing on CVD risk.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信