Causal effect of immune cells on idiopathic pulmonary fibrosis: A mendelian randomization study

IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Heart & Lung Pub Date : 2024-06-11 DOI:10.1016/j.hrtlng.2024.06.003
Xuannian Li , Bowen Zhou , Fei Xu , Huaman Liu , Xinhua Jia
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Abstract

Background

A key component of idiopathic pulmonary fibrosis (IPF) is the involvement of immune cells. However, the causal interaction between different immune cell signatures and IPF remain inconclusive.

Objectives

Based on publicly accessible data, our study utilized the Mendelian randomization (MR) approach to determine the causative relevance of complex immune cell phenotypes in IPF.

Methods

We deployed a two-sample Mendelian randomization approach to evaluate the causal interaction between immune cell markers and IPF. All data regarding 731 immune signatures and IPF were acquired from two genome-wide association studies (GWAS) that are accessible to the public. The original study adopted the inverse variance weighted (IVW) method, followed by sensitivity analyses aimed at eliminating heterogeneity and pleiotropy. Additionally, Multivariate Mendelian randomization (MVMR) was utilized to identify the independent risk factors in our study.

Results

The summary dataset for IPF was accessed from the Finnish Genetic Consortium R9, comprising 2018 patients and 373,064 controls. And the dataset for immune signatures was conducted in 3,757 Sardinian individuals. By conducting IVW and extensive sensitivity analyses, univariate Mendelian randomization (UVMR) identified one immunophenotype that remained causally associated with IPF after false discovery rate (FDR) correction: CD39 on CD39+ CD8+ T cells (odd ratio [OR] = 0.850, 95 % confidence interval [CI] = 0.787–0.918, P = 3.68 × 10−5). The causal association with IPF was further validated using MVMR.

Conclusions

Based on rigorous MR analysis methods and FDR correction, our study demonstrated that CD39 on CD39+ CD8+ T cells showed a protective effect against IPF, providing effective insights for preventing and diagnosing pulmonary fibrosis.

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免疫细胞对特发性肺纤维化的因果效应:孟德尔随机化研究
背景特发性肺纤维化(IPF)的一个关键组成部分是免疫细胞的参与。方法 我们采用了双样本孟德尔随机化方法来评估免疫细胞标记物与 IPF 之间的因果关系。有关 731 个免疫特征和 IPF 的所有数据均来自于两项面向公众的全基因组关联研究(GWAS)。最初的研究采用了反方差加权法(IVW),随后进行了旨在消除异质性和多义性的敏感性分析。此外,在我们的研究中还采用了多变量孟德尔随机化(MVMR)方法来确定独立的风险因素。免疫特征数据集是在 3,757 名撒丁岛人中获得的。通过进行IVW和广泛的敏感性分析,单变量孟德尔随机化(UVMR)确定了一种免疫表型,经过错误发现率(FDR)校正后,该表型仍与IPF存在因果关系:CD39+ CD8+ T 细胞上的 CD39(奇数比 [OR] = 0.850,95 % 置信区间 [CI] = 0.787-0.918,P = 3.68 × 10-5)。结论基于严格的 MR 分析方法和 FDR 校正,我们的研究表明 CD39+ CD8+ T 细胞上的 CD39 对 IPF 有保护作用,为预防和诊断肺纤维化提供了有效的启示。
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来源期刊
Heart & Lung
Heart & Lung 医学-呼吸系统
CiteScore
4.60
自引率
3.60%
发文量
184
审稿时长
35 days
期刊介绍: Heart & Lung: The Journal of Cardiopulmonary and Acute Care, the official publication of The American Association of Heart Failure Nurses, presents original, peer-reviewed articles on techniques, advances, investigations, and observations related to the care of patients with acute and critical illness and patients with chronic cardiac or pulmonary disorders. The Journal''s acute care articles focus on the care of hospitalized patients, including those in the critical and acute care settings. Because most patients who are hospitalized in acute and critical care settings have chronic conditions, we are also interested in the chronically critically ill, the care of patients with chronic cardiopulmonary disorders, their rehabilitation, and disease prevention. The Journal''s heart failure articles focus on all aspects of the care of patients with this condition. Manuscripts that are relevant to populations across the human lifespan are welcome.
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