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蛋白质组学与高血压和收缩压的关联:KORA S4/F4/FF4 和 KORA Age1/Age2 队列研究。

Associations of Proteomics With Hypertension and Systolic Blood Pressure: KORA S4/F4/FF4 and KORA Age1/Age2 Cohort Studies.

机构信息

Institute of Epidemiology (J.-s.L., A. Peters, B.T.), Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.

Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Pettenkofer School of Public Health, Munich, Germany (J.-s.L., B.T.).

出版信息

Hypertension. 2024 May;81(5):1156-1166. doi: 10.1161/HYPERTENSIONAHA.123.22614. Epub 2024 Mar 6.

Abstract

BACKGROUND

Hypertension, a complex condition, is primarily defined based on blood pressure readings without involving its pathophysiological mechanisms. We aimed to identify biomarkers through a proteomic approach, thereby enhancing the future definition of hypertension with insights into its molecular mechanisms.

METHODS

The discovery analysis included 1560 participants, aged 55 to 74 years at baseline, from the KORA (Cooperative Health Research in the Region of Augsburg) S4/F4/FF4 cohort study, with 3332 observations over a median of 13.4 years of follow-up. Generalized estimating equations were used to estimate the associations of 233 plasma proteins with hypertension and systolic blood pressure (SBP). For validation, proteins significantly associated with hypertension or SBP in the discovery analysis were validated in the KORA Age1/Age2 cohort study (1024 participants, 1810 observations). A 2-sample Mendelian randomization analysis was conducted to infer causalities of validated proteins with SBP.

RESULTS

Discovery analysis identified 49 proteins associated with hypertension and 99 associated with SBP. Validation in the KORA Age1/Age2 study replicated 7 proteins associated with hypertension and 23 associated with SBP. Three proteins, NT-proBNP (N-terminal pro-B-type natriuretic peptide), KIM1 (kidney injury molecule 1), and OPG (osteoprotegerin), consistently showed positive associations with both outcomes. Five proteins demonstrated potential causal associations with SBP in Mendelian randomization analysis, including NT-proBNP and OPG.

CONCLUSIONS

We identified and validated 7 hypertension-associated and 23 SBP-associated proteins across 2 cohort studies. KIM1, NT-proBNP, and OPG demonstrated robust associations, and OPG was identified for the first time as associated with blood pressure. For NT-proBNP (protective) and OPG, causal associations with SBP were suggested.

摘要

背景

高血压是一种复杂的疾病,主要根据血压读数来定义,而不涉及病理生理机制。我们旨在通过蛋白质组学方法来识别生物标志物,从而增强对高血压的未来定义,并深入了解其分子机制。

方法

发现分析包括来自 KORA(奥格斯堡地区合作健康研究)S4/F4/FF4 队列研究的 1560 名年龄在 55 至 74 岁的参与者,中位随访时间为 13.4 年,共进行了 3332 次观察。使用广义估计方程来估计 233 种血浆蛋白与高血压和收缩压(SBP)之间的关联。为了验证,在发现分析中与高血压或 SBP 显著相关的蛋白在 KORA Age1/Age2 队列研究(1024 名参与者,1810 次观察)中进行了验证。进行了两样本 Mendelian 随机化分析,以推断经验证的蛋白质与 SBP 之间的因果关系。

结果

发现分析确定了 49 种与高血压相关的蛋白和 99 种与 SBP 相关的蛋白。在 KORA Age1/Age2 研究中的验证复制了 7 种与高血压相关的蛋白和 23 种与 SBP 相关的蛋白。三种蛋白,即 N 端脑钠肽前体(NT-proBNP)、肾损伤分子 1(KIM1)和骨保护素(OPG),与这两个结果均表现出阳性关联。在 Mendelian 随机化分析中,有 5 种蛋白显示出与 SBP 之间潜在的因果关联,包括 NT-proBNP 和 OPG。

结论

我们在两项队列研究中鉴定和验证了 7 种与高血压相关的蛋白和 23 种与 SBP 相关的蛋白。KIM1、NT-proBNP 和 OPG 表现出较强的关联,并且首次发现 OPG 与血压相关。对于 NT-proBNP(保护性)和 OPG,提示与 SBP 之间存在因果关联。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8b3e/11025610/f3ca7d5b6e6d/hyp-81-1156-g001.jpg

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