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慢性压力的代谢组学特征与心血管疾病风险和炎症相关的危险因素有关。

Metabolomic profiles of chronic distress are associated with cardiovascular disease risk and inflammation-related risk factors.

机构信息

Department of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, MA, United States of America.

Department of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, MA, United States of America; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America.

出版信息

Brain Behav Immun. 2023 Nov;114:262-274. doi: 10.1016/j.bbi.2023.08.010. Epub 2023 Aug 8.

Abstract

BACKGROUND

Chronic psychological distress is associated with increased risk of cardiovascular disease (CVD) and investigators have posited inflammatory factors may be centrally involved in these relationships. However, mechanistic evidence and molecular underpinnings of these processes remain unclear, and data are particularly sparse among women. This study examined if a metabolite profile linked with distress was associated with increased CVD risk and inflammation-related risk factors.

METHODS

A plasma metabolite-based distress score (MDS) of twenty chronic psychological distress-related metabolites was developed in cross-sectional, 1:1 matched case-control data comprised of 558 women from the Nurses' Health Study (NHS; 279 women with distress, 279 controls). This MDS was then evaluated in two other cohorts: the Women's Health Initiative Observational Cohort (WHI-OS) and the Prevención con Dieta Mediterránea (PREDIMED) trial. We tested the MDS's association with risk of future CVD in each sample and with levels of C-reactive protein (CRP) in the WHI-OS. The WHI-OS subsample included 944 postmenopausal women (472 CHD cases; mean time to event = 5.8 years); the PREDIMED subsample included 980 men and women (224 CVD cases, mean time to event = 3.1 years).

RESULTS

In the WHI-OS, a 1-SD increase in the plasma MDS was associated with a 20% increased incident CHD risk (odds ratio [OR] = 1.20, 95% CI: 1.04 - 1.38), adjusting for known CVD risk factors excluding total and HDL cholesterol. This association was attenuated after including total and HDL cholesterol. CRP mediated an average 12.9% (95% CI: 4.9% - 28%, p < 10) of the total effect of MDS on CHD risk when adjusting for matching factors. This effect was attenuated after adjusting for known CVD risk factors. Of the metabolites in the MDS, tryptophan and threonine were inversely associated with incident CHD risk in univariate models. In PREDIMED, each one SD increase in the MDS was associated with an OR of 1.19 (95% CI: 1.00 - 1.41) for incident CVD risk, after adjusting all risk factors. Similar associations were observed in men and women. Four metabolites in the MDS were associated with incident CVD risk in PREDIMED in univariate models. Biliverdin and C36:5 phosphatidylcholine (PC) plasmalogen had inverse associations; C16:0 ceramide and C18:0 lysophosphatidylethanolamine(LPE) each had positive associations with CVD risk.

CONCLUSIONS

Our study points to molecular alterations that may underlie the association between chronic distress and subsequent risk of cardiovascular disease in adults.

摘要

背景

慢性心理困扰与心血管疾病(CVD)风险增加有关,研究人员推测炎症因子可能在这些关系中起着核心作用。然而,这些过程的机制证据和分子基础仍不清楚,女性的数据尤其稀少。本研究旨在探讨与抑郁相关的代谢物谱是否与增加的 CVD 风险和炎症相关的危险因素有关。

方法

在由来自护士健康研究(NHS)的 558 名女性(279 名有抑郁症状,279 名对照)组成的横断面、1:1 匹配病例对照数据中,开发了一个基于 20 种与慢性心理困扰相关代谢物的血浆代谢物为基础的抑郁评分(MDS)。然后,在另外两个队列中评估了这个 MDS:妇女健康倡议观察队列(WHI-OS)和地中海饮食预防研究(PREDIMED)试验。我们在每个样本中测试了 MDS 与未来 CVD 风险的相关性,以及 WHI-OS 中的 C 反应蛋白(CRP)水平。WHI-OS 亚组包括 944 名绝经后妇女(472 例 CHD 病例;平均事件时间为 5.8 年);PREDIMED 亚组包括 980 名男性和女性(224 例 CVD 病例,平均事件时间为 3.1 年)。

结果

在 WHI-OS 中,MDS 中血浆的 1-SD 增加与 CHD 发生率风险增加 20%相关(优势比[OR]为 1.20,95%置信区间:1.04 - 1.38),调整了已知的 CVD 风险因素,不包括总胆固醇和高密度脂蛋白胆固醇。在纳入总胆固醇和高密度脂蛋白胆固醇后,这种关联减弱了。当调整匹配因素时,MDS 对 CHD 风险的总效应中,CRP 平均解释了 12.9%(95%置信区间:4.9% - 28%,p<10)。在调整已知的 CVD 风险因素后,这种效应减弱了。在 MDS 中的代谢物中,色氨酸和苏氨酸在单变量模型中与 CHD 发生率风险呈负相关。在 PREDIMED 中,MDS 每增加一个标准差,与 CVD 发生率风险的 OR 为 1.19(95%置信区间:1.00 - 1.41),在调整所有风险因素后。在男性和女性中观察到类似的关联。在 PREDIMED 的单变量模型中,MDS 中的四种代谢物与 CVD 发生率风险相关。胆红素和 C36:5 磷脂酰胆碱(PC)溶血磷脂与 CVD 风险呈负相关;C16:0 神经酰胺和 C18:0 溶血磷脂酰乙醇胺(LPE)与 CVD 风险呈正相关。

结论

我们的研究指出了可能构成成年人慢性抑郁与随后心血管疾病风险之间关联的分子变化。

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