Zhang Xing, Zhang Xinyue, Feng Siyuan, Li Hansen
Institute of Sports Science, College of Physical Education, Southwest University, Chongqing, China.
Graduate School, University of Wisconsin-Madison, Madison, WI, United States.
Front Physiol. 2023 Mar 8;14:1089637. doi: 10.3389/fphys.2023.1089637. eCollection 2023.
The protection of physical activity (PA) against COVID-19 is a rising research interest. However, the role of physical activity intensity on this topic is yet unclear. To bridge the gap, we performed a Mendelian randomization (MR) study to verify the causal influence of light and moderate-to-vigorous PA on COVID-19 susceptibility, hospitalization, and severity. The Genome-Wide Association Study (GWAS) dataset of PA ( = 88,411) was obtained from the UK biobank and the datasets of COVID-19 susceptibility ( = 1,683,768), hospitalization ( = 1,887,658), and severity ( = 1,161,073) were extracted from the COVID-19 Host Genetics Initiative. A random-effect inverse variance weighted (IVW) model was carried out to estimate the potential causal effects. A Bonferroni correction was used for counteracting. The problem of multiple comparisons. MR-Egger test, MR-PRESSO test, Cochran's Q statistic, and Leave-One-Out (LOO) were used as sensitive analysis tools. Eventually, we found that light PA significantly reduced the risk of COVID-19 infection (OR = 0.644, 95% CI: 0.480-0.864, = 0.003). Suggestive evidence indicated that light PA reduced the risks of COVID-19 hospitalization (OR = 0.446, 95% CI: 0.227 to 0.879, = 0.020) and severe complications (OR = 0.406, 95% CI: 0.167-0.446, = 0.046). By comparison, the effects of moderate-to-vigorous PA on the three COVID-19 outcomes were all non-significant. Generally, our findings may offer evidence for prescribing personalized prevention and treatment programs. Limited by the available datasets and the quality of evidence, further research is warranted to re-examine the effects of light PA on COVID-19 when new GWAS datasets emerge.
体育活动(PA)对新型冠状病毒肺炎(COVID-19)的防护作用是一个日益受到研究关注的课题。然而,体育活动强度在这一课题上的作用尚不清楚。为了填补这一空白,我们开展了一项孟德尔随机化(MR)研究,以验证轻度和中度至剧烈体育活动对COVID-19易感性、住院率和严重程度的因果影响。体育活动的全基因组关联研究(GWAS)数据集(n = 88,411)取自英国生物银行,而COVID-19易感性(n = 1,683,768)、住院率(n = 1,887,658)和严重程度(n = 1,161,073)的数据集则从COVID-19宿主遗传学倡议中提取。采用随机效应逆方差加权(IVW)模型来估计潜在的因果效应。使用Bonferroni校正来抵消多重比较问题。MR-Egger检验、MR-PRESSO检验、 Cochr an's Q统计量和留一法(LOO)被用作敏感性分析工具。最终,我们发现轻度体育活动显著降低了COVID-19感染风险(比值比[OR]=0.644,95%置信区间[CI]:0.480 - 0.864,P = 0.003)。有提示性证据表明,轻度体育活动降低了COVID-19住院风险(OR = 0.446,95% CI:0.227至0.879,P = 0.020)和严重并发症风险(OR = 0.406,95% CI:0.167 - 0.446,P = 0.046)。相比之下,中度至剧烈体育活动对COVID-19的这三个结果的影响均不显著。总体而言,我们的研究结果可能为制定个性化的预防和治疗方案提供证据。受现有数据集和证据质量的限制,当新的GWAS数据集出现时,有必要进一步开展研究以重新审视轻度体育活动对COVID-19的影响。