Division of Sleep Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.
Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA.
Ann Hum Genet. 2023 Jul;87(4):174-183. doi: 10.1111/ahg.12506. Epub 2023 Apr 3.
Observational studies have shown that body mass index (BMI) and waist-to-hip ratio (WHR) are both inversely associated with lung function, as assessed by forced vital capacity (FVC) and forced expiratory volume in 1 s (FEV1). However, observational data are susceptible to confounding and reverse causation.
We selected genetic instruments based on their relevant large-scale genome-wide association studies. Summary statistics of lung function and asthma came from the UK Biobank and SpiroMeta Consortium meta-analysis (n = 400,102). After examining pleiotropy and removing outliers, we applied inverse-variance weighting to estimate the causal association of BMI and BMI-adjusted WHR (WHRadjBMI) with FVC, FEV1, FEV1/FVC, and asthma. Sensitivity analyses were performed using weighted median, MR-Egger, and MRlap methods.
We found that BMI was inversely associated with FVC (effect estimate, -0.167; 95% confidence interval (CI), -0.203 to -0.130) and FEV1 (effect estimate, -0.111; 95%CI, -0.149 to -0.074). Higher BMI was associated with higher FEV1/FVC (effect estimate, 0.079; 95%CI, 0.049 to 0.110) but was not significantly associated with asthma. WHRadjBMI was inversely associated with FVC (effect estimate, -0.132; 95%CI, -0.180 to -0.084) but has no significant association with FEV1. Higher WHR was associated with higher FEV1/FVC (effect estimate, 0.181; 95%CI, 0.130 to 0.232) and with increased risk of asthma (effect estimate, 0.027; 95%CI, 0.001 to 0.053).
We found significant evidence that increased BMI is suggested to be causally related to decreased FVC and FEV1, and increased BMI-adjusted WHR could lead to lower FVC value and higher risk of asthma. Higher BMI and BMI-adjusted WHR were suggested to be causally associated with higher FEV1/FVC.
观察性研究表明,体重指数(BMI)和腰臀比(WHR)与用力肺活量(FVC)和 1 秒用力呼气量(FEV1)等肺功能呈负相关。然而,观察性数据易受混杂因素和反向因果关系的影响。
我们根据相关的大规模全基因组关联研究选择了遗传工具。肺功能和哮喘的汇总统计数据来自英国生物库和 SpiroMeta 联盟荟萃分析(n=400102)。在检查了 pleiotropy 并去除异常值后,我们应用逆方差加权法来估计 BMI 和 BMI 调整后的 WHR(WHRadjBMI)与 FVC、FEV1、FEV1/FVC 和哮喘的因果关系。使用加权中位数、MR-Egger 和 MRlap 方法进行了敏感性分析。
我们发现 BMI 与 FVC(效应估计值,-0.167;95%置信区间[CI],-0.203 至-0.130)和 FEV1(效应估计值,-0.111;95%CI,-0.149 至-0.074)呈负相关。较高的 BMI 与较高的 FEV1/FVC 相关(效应估计值,0.079;95%CI,0.049 至 0.110),但与哮喘无显著相关性。WHRadjBMI 与 FVC 呈负相关(效应估计值,-0.132;95%CI,-0.180 至-0.084),但与 FEV1 无显著相关性。较高的 WHR 与较高的 FEV1/FVC 相关(效应估计值,0.181;95%CI,0.130 至 0.232),并且哮喘风险增加(效应估计值,0.027;95%CI,0.001 至 0.053)。
我们发现有充分证据表明,BMI 的增加与 FVC 和 FEV1 的降低有关,而 BMI 调整后的 WHR 可能导致 FVC 值降低和哮喘风险增加。较高的 BMI 和 BMI 调整后的 WHR 与较高的 FEV1/FVC 有关。