Cao Zhenghua, Wu Tong, Fang Yakun, Sun Feng, Ding Huan, Zhao Lingling, Shi Li
Graduate School, Changchun University of Traditional Chinese Medicine, Changchun, Jilin, China.
Respiratory Disease Department, Affiliated Hospital of Changchun University of Traditional Chinese Medicine, Changchun, Jilin, China.
Front Immunol. 2024 May 28;15:1406234. doi: 10.3389/fimmu.2024.1406234. eCollection 2024.
This study employed Mendelian Randomization (MR) to investigate the causal relationships among immune cells, COPD, and potential metabolic mediators.
Utilizing summary data from genome-wide association studies, we analyzed 731 immune cell phenotypes, 1,400 plasma metabolites, and COPD. Bidirectional MR analysis was conducted to explore the causal links between immune cells and COPD, complemented by two-step mediation analysis and multivariable MR to identify potential mediating metabolites.
Causal relationships were identified between 41 immune cell phenotypes and COPD, with 6 exhibiting reverse causality. Additionally, 21 metabolites were causally related to COPD. Through two-step MR and multivariable MR analyses, 8 cell phenotypes were found to have causal relationships with COPD mediated by 8 plasma metabolites (including one unidentified), with 1-methylnicotinamide levels showing the highest mediation proportion at 26.4%.
We have identified causal relationships between 8 immune cell phenotypes and COPD, mediated by 8 metabolites. These findings contribute to the screening of individuals at high risk for COPD and offer insights into early prevention and the precocious diagnosis of Pre-COPD.
本研究采用孟德尔随机化(MR)方法来探究免疫细胞、慢性阻塞性肺疾病(COPD)和潜在代谢介质之间的因果关系。
利用全基因组关联研究的汇总数据,我们分析了731种免疫细胞表型、1400种血浆代谢物以及COPD。进行了双向MR分析以探索免疫细胞与COPD之间的因果联系,并辅以两步中介分析和多变量MR来识别潜在的中介代谢物。
确定了41种免疫细胞表型与COPD之间的因果关系,其中6种表现出反向因果关系。此外,21种代谢物与COPD存在因果关系。通过两步MR和多变量MR分析,发现8种细胞表型与由8种血浆代谢物(包括一种未鉴定的)介导的COPD存在因果关系,其中1-甲基烟酰胺水平的中介比例最高,为26.4%。
我们确定了8种免疫细胞表型与COPD之间的因果关系,由8种代谢物介导。这些发现有助于筛选COPD高危个体,并为慢性阻塞性肺疾病前期(Pre-COPD)的早期预防和早熟诊断提供见解。