Ma Xiao, Xu Haoran, Xie Jinghui, Zhang Lu, Shi Mengyao, Li Zegeng
Anhui University of Chinese Medicine, Hefei, China.
Department of Respiration, Wuhu Traditional Chinese Medicine Hospital, Wuhu, China.
Front Med (Lausanne). 2023 Dec 15;10:1289026. doi: 10.3389/fmed.2023.1289026. eCollection 2023.
A potential link between asthma and frailty has been suggested in previous studies. However, the nature of the causal relationship between these two conditions warrants further investigation. Therefore, this study assessed the bidirectional causality between asthma and frailty risk using two-sample Mendelian randomization (MR).
The study data were obtained from the genome-wide association study (GWAS) dataset, with 337,159 samples representing asthma data and 175,226 samples representing frailty. The causal relationship between the two disorders was assessed by selecting the single nucleotide polymorphisms (SNPs), significantly associated with both asthma and frailty. The inverse variance weighting (IVW) method was used as the main analytical method to estimate the possible influence of causality. Sensitivity analysis was also performed using Mr-Egger intercept, funnel plot, "leave-one-out," and Cochran Q test. In addition, potential mediators were investigated by risk factor analysis.
The IVW method showed an increased risk of frailty due to increased genetic susceptibility factors and the number of to asthma (OR = 2.325, 95%CI:1.958-2.761; = 6.527498e-22), while no horizontal pleiotropy was observed for the Mr-Egger intercept ( = 0.609) and the funnel plot. The Cochran Q value was 72.858, = 0.024, and there was heterogeneity in the Cochran Q-value. No single SNP was observed for "leave-one-out" that had a biasing effect on the instrumental variables. In addition, genetic susceptibility to frailty was associated with asthma (OR = 1.088, 95%CI:1.058-1.119; = 4.815589e-09). In the causal relationship described above, several risk factors for frailty are complex, with asthma leading to a significant reduction in physical activity endurance.
Our findings suggest a probable positive causal effect of asthma on the risk of developing frailty, potentially mediated by reduced physical activity endurance. At the same time, a causal relationship exists between frailty and asthma. Therefore, assessment strategies for frailty should include asthma and vice versa.
先前的研究表明哮喘与虚弱之间可能存在联系。然而,这两种情况之间因果关系的本质值得进一步研究。因此,本研究使用两样本孟德尔随机化(MR)评估了哮喘与虚弱风险之间的双向因果关系。
研究数据来自全基因组关联研究(GWAS)数据集,其中337,159个样本代表哮喘数据,175,226个样本代表虚弱情况。通过选择与哮喘和虚弱均显著相关的单核苷酸多态性(SNP)来评估这两种疾病之间的因果关系。采用逆方差加权(IVW)方法作为主要分析方法来估计因果关系的可能影响。还使用了Mr-Egger截距、漏斗图、“留一法”和Cochran Q检验进行敏感性分析。此外,通过危险因素分析研究潜在的中介因素。
IVW方法显示,由于遗传易感性因素增加以及哮喘数量增加,虚弱风险增加(OR = 2.325,95%CI:1.958 - 2.761;P = 6.527498e-22),而对于Mr-Egger截距(P = 0.609)和漏斗图未观察到水平多效性。Cochran Q值为72.858,P = 0.024,Cochran Q值存在异质性。对于“留一法”,未观察到单个SNP对工具变量有偏倚效应。此外,虚弱的遗传易感性与哮喘相关(OR = 1.088,95%CI:1.058 - 1.119;P = 4.815589e-09)。在上述因果关系中,虚弱的几个危险因素很复杂,哮喘导致身体活动耐力显著降低。
我们的研究结果表明,哮喘可能对虚弱的发生风险产生正向因果效应,可能通过身体活动耐力降低介导。同时,虚弱与哮喘之间存在因果关系。因此,虚弱的评估策略应包括哮喘,反之亦然。