首页|基于孟德尔随机化和中介分析探讨慢性阻塞性肺疾病与肠道菌群的关联

基于孟德尔随机化和中介分析探讨慢性阻塞性肺疾病与肠道菌群的关联

Exploring the correlation between chronic obstructive pulmonary disease and gut microbiota based on mendelian randomization and mediation analysis

扫码查看
目的 通过孟德尔随机化分析探索慢性阻塞性肺疾病(chronic obstructive pulmonary disease,COPD)和肠道菌群的关系.方法 将肠道菌群作为暴露因素,COPD作为结局因素,以单核苷酸多态性(single nucleotide polymorphisms,SNPs)作为工具变量,采用孟德尔随机化分析探讨肠道菌群与COPD的关系.结果 识别了 13种COPD相关的细菌,研究结果发现毛螺菌(P=0.023)、梭状芽孢杆菌(P=0.039)和阿克曼菌(P=0.047)与COPD的相关性最为显著.白介素4(interleukin-4,IL-4)为关联细菌种类最多的炎症因子,通过中介分析发现,IL-4在三种细菌(梭状芽孢杆菌、肠杆菌和瘤胃球菌)与COPD之间存在中介效应.结论 肠道菌群对COPD的气道炎症反应和肺功能等方面具有影响,如吸烟或哮喘的人群毛螺菌丰度会大量减少,瘤胃球菌和细胞炎症因子水平具有明显相关性.
Objective To explore the correlation between gut microbiota and chronic obstructive pulmonary disease(COPD)based on Mendelian randomization.Methods Gut microbiota was used as exposure factors,COPD as an outcome factor,and single nucleotide polymorphisms(SNPs)as instrumental variables to explore the relationship between gut microbiota and COPD using Mendelian randomization analysis.Results 13 kinds of COPD-associated bacteria were found,and Lachnospiraceae(P=0.023),Clostridiumsensustricto(P=0.039)and Akkermansia(P=0.047)were the most significant bacteria associated with COPD.Interleukin-4(IL-4)was the inflammatory factor which was associated with the greatest number of bacteria.By the mediation analysis,it was found that IL-4 mediated the relationship between three bacteria(Clostridiumsensustricto,Enterorhabdus,Ruminococcaceae)and COPD.Conclusion Gut microbiota has an impact on airway inflammation and lung function in COPD.For example,the population with smoke or asthma may experience a significant decrease in the abundance of Lachnospiraceae,and there is a significant correlation between Ruminococcaceae and cellular inflammatory cytokine levels.

Chronic obstructive pulmonary diseaseSingle nucleotide polymorphismsMendelian randomizationMediation analysis

周子津、华琳

展开 >

首都医科大学公共卫生学院(北京 100069)

首都医科大学生物医学工程学院(北京 100069)

慢性阻塞性肺疾病 单核苷酸多态性 孟德尔随机化 中介分析

2024

数理医药学杂志
武汉大学,中国工业与应用数学学会,医药数学专业委员会

数理医药学杂志

影响因子:0.479
ISSN:1004-4337
年,卷(期):2024.37(8)