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两样本孟德尔随机化分析探讨环境细颗粒物对心血管疾病发展的影响。

Two-sample mendelian randomization analysis investigates ambient fine particulate matter's impact on cardiovascular disease development.

机构信息

Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China.

Department of Emergency Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China.

出版信息

Sci Rep. 2023 Nov 17;13(1):20129. doi: 10.1038/s41598-023-46816-3.

Abstract

PM2.5, a key component of air pollution, significantly threatens public health. Cardiovascular disease is increasingly associated with air pollution, necessitating more research. This study used a meticulous two-sample Mendelian randomization (MR) approach to investigate the potential causal link between elevated PM2.5 levels and 25 types of cardiovascular diseases. Data sourced from the UK Biobank, focusing on individuals of European ancestry, underwent primary analysis using Inverse Variance Weighting. Additional methods such as MR-Egger, weighted median, Simple mode, and Weighted mode provided support. Sensitivity analyses assessed instrument variable heterogeneity, pleiotropy, and potential weak instrument variables. The study revealed a causal link between PM2.5 exposure and higher diagnoses of Atherosclerotic heart disease (primary or secondary, OR [95% CI] 1.0307 [1.0103-1.0516], p-value = 0.003 and OR [95% CI] 1.0179 [1.0028-1.0333], p-value = 0.0202) and Angina pectoris (primary or secondary, OR [95% CI] 1.0303 [1.0160-1.0449], p-value = 3.04e-05 and OR [95% CI] 1.0339 [1.0081-1.0603], p-value = 0.0096). Additionally, PM2.5 exposure increased the likelihood of diagnoses like Other forms of chronic ischaemic heart disease (secondary, OR [95% CI] 1.0193 [1.0042-1.0346], p-value = 0.0121), Essential hypertension (secondary, OR [95% CI] 1.0567 [1.0142-1.1010], p-value = 0.0085), Palpitations (OR [95% CI] 1.0163 [1.0071-1.0257], p-value = 5e-04), and Stroke (OR [95% CI] 1.0208 [1.0020-1.0401], p-value = 0.0301). Rigorous sensitivity analyses confirmed these significant findings' robustness and validity. Our study revealed the causal effect between higher PM2.5 concentrations and increased cardiovascular disease risks. This evidence is vital for policymakers and healthcare providers, urging targeted interventions to reduce PM2.5 levels.

摘要

PM2.5 是空气污染的一个关键成分,对公众健康构成了严重威胁。心血管疾病与空气污染的关系日益密切,因此需要进行更多的研究。本研究采用了细致的双样本孟德尔随机化(MR)方法,研究了升高的 PM2.5 水平与 25 种心血管疾病之间的潜在因果关系。研究数据来自英国生物银行,主要针对欧洲血统的个体,使用逆方差加权法进行了初步分析。此外,还使用了 MR-Egger、加权中位数、简单模式和加权模式等方法提供支持。敏感性分析评估了工具变量的异质性、多效性和潜在的弱工具变量。研究结果表明,PM2.5 暴露与动脉粥样硬化性心脏病(原发性或继发性,OR [95%CI] 1.0307 [1.0103-1.0516],p 值=0.003 和 OR [95%CI] 1.0179 [1.0028-1.0333],p 值=0.0202)和心绞痛(原发性或继发性,OR [95%CI] 1.0303 [1.0160-1.0449],p 值=3.04e-05 和 OR [95%CI] 1.0339 [1.0081-1.0603],p 值=0.0096)的诊断呈正相关。此外,PM2.5 暴露增加了其他形式的慢性缺血性心脏病(继发性,OR [95%CI] 1.0193 [1.0042-1.0346],p 值=0.0121)、特发性高血压(继发性,OR [95%CI] 1.0567 [1.0142-1.1010],p 值=0.0085)、心悸(OR [95%CI] 1.0163 [1.0071-1.0257],p 值=5e-04)和中风(OR [95%CI] 1.0208 [1.0020-1.0401],p 值=0.0301)的诊断概率。严格的敏感性分析证实了这些重要发现的稳健性和有效性。本研究揭示了较高的 PM2.5 浓度与心血管疾病风险增加之间的因果关系。这一证据对政策制定者和医疗保健提供者至关重要,需要采取有针对性的干预措施来降低 PM2.5 水平。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9989/10656567/14639b9e247a/41598_2023_46816_Fig1_HTML.jpg

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