Huang Shuo, Tian Fengyuan, Yang Xiaoxuan, Fang Sijia, Fan Yongsheng, Bao Jie
The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China.
School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China.
Front Genet. 2022 Feb 8;12:784922. doi: 10.3389/fgene.2021.784922. eCollection 2021.
The causal relationship between physical activity (PA) and systemic lupus erythematosus (SLE) remains uncertain. We aimed to assess the causal effect of PA on SLE by two-sample Mendelian randomization (MR) study. Summary statistics of SLE were obtained from a genome-wide association study (GWAS) meta-analysis of European descent, including 4,036 cases and 6,959 controls. Genetic instruments for PA, including MVPA, VPA, SSOE, and average acceleration, were identified from a large-scale GWAS meta-analysis among 377,234 individuals of European ancestry from United Kingdom biobank and Atherosclerosis Risk in Communities (ARIC) study, and another GWAS with 91,105 European participants was employed for sedentary behavior. The two-sample MR study was conducted to estimate causal relationship between PA and SLE, with the inverse-variance weighted (IVW) method, simple- and weighted-median method. Moreover, MR-Egger regression, MR-PRESSO and leave-one-out analysis were performed to evaluate the potential pleiotropy effect. In the end, we totally selected 37 SNPs (15 SNPs for MVPA, 5 SNPs for VPA, 9 SNPs for SSOE, 5 SNPs for average acceleration and 3 SNPs for sedentary behavior). According to the IVW results, as the primary method, we found that genetically predicted PA was not causally associated with risk of SLE (MVPA: OR 0.44, 95% CI 0.09-2.10, = 0.305; VPA: OR 0.20, 95% CI 0.00-18.97, = 0.490; SSOE: OR 0.96, 95% CI 0.03-29.24, = 0.983; average acceleration: OR 0.91, 95% CI 0.79-1.05, = 0.190; sedentary behavior: OR 1.54, 95% CI 0.35-6.81, = 0.572). MR-Egger, MR-PRESSO, and leave-one-out analysis did not indicate horizontal pleiotropy. Our MR study suggested that genetically predicted PA was not causally associated with SLE among the European populations.
体力活动(PA)与系统性红斑狼疮(SLE)之间的因果关系仍不明确。我们旨在通过两样本孟德尔随机化(MR)研究评估PA对SLE的因果效应。SLE的汇总统计数据来自一项针对欧洲血统人群的全基因组关联研究(GWAS)荟萃分析,包括4036例病例和6959例对照。PA的遗传工具变量,包括中度至剧烈体力活动(MVPA)、剧烈体力活动(VPA)、静态行为能量消耗(SSOE)和平均加速度,是从英国生物银行和社区动脉粥样硬化风险研究(ARIC)中377234名欧洲血统个体的大规模GWAS荟萃分析中确定的,另一项有91105名欧洲参与者的GWAS用于评估静态行为。采用两样本MR研究,运用逆方差加权(IVW)法、简单中位数法和加权中位数法来估计PA与SLE之间的因果关系。此外,还进行了MR-Egger回归、MR-PRESSO分析和留一法分析以评估潜在的多效性效应。最后,我们共选择了37个单核苷酸多态性(SNPs)(MVPA相关15个SNPs,VPA相关5个SNPs,SSOE相关9个SNPs,平均加速度相关5个SNPs,静态行为相关3个SNPs)。根据IVW结果作为主要方法,我们发现基因预测的PA与SLE风险无因果关联(MVPA:比值比[OR]0.44,95%置信区间[CI]0.09 - 2.10,P = 0.305;VPA:OR 0.20,95% CI 0.00 - 18.97,P = 0.490;SSOE:OR 0.96,95% CI 0.03 - 29.24,P = 0.983;平均加速度:OR 0.91,95% CI 0.79 - 1.05,P = 0.190;静态行为:OR 1.54,95% CI 0.35 - 6.81,P = 0.572)。MR-Egger分析、MR-PRESSO分析和留一法分析均未显示水平多效性。我们的MR研究表明,在欧洲人群中,基因预测的PA与SLE无因果关联。