The Causal Effects of Lifestyle Factors on Osteoarthritis: A Two-sample Mendelian Randomisation Study.

IF 1.2 Q4 RHEUMATOLOGY
Justin Ho, Christopher Chi Hang Mak, Lawrence Chun Man Lau, Kendrick To, Wasim Khan
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引用次数: 0

Abstract

Background: Modern sedentary lifestyles are prevalent among individuals with osteoarthritis. However, direct evidence linking such behaviours as causative factors of osteoarthritis remain limited due to the presence of confounding variables.

Objective: This study aims to determine the extent to which lifestyle factors have causal effects on osteoarthritis through a two-sample Mendelian randomisation (MR) study.

Methods: Exposure-outcome relationships were evaluated using inverse variance weighted twosample MR and summary statistics of genome-wide association studies of lifestyle factors and osteoarthritis. Weighted median, MR-PRESSO, and MR-Egger regression were used as sensitivity analyses. We obtained causality estimates, 95% confidence intervals (CI), and P-values from each MR method. Steiger filtering and radial filtering were used to exclude SNPs demonstrating reverse causality and significant heterogeneity, respectively.

Results: MR analyses demonstrated that certain lifestyle factors had causal effects on osteoarthritis, particularly insomnia (OR 1.09 (0.387-1.79), P = 0.0024), BMI (OR 6.45 (4.48-8.42), P = 1.38e-10) and protein intake (OR 2.94 (0.361-5.52), P = 0.026). Effects were consistent across sensitivity analyses using median-based MR methods. ZNF131 & SEMA3F, and potentially RWDD2B & USP8 are genetic loci identified to mediate these causal effects.

Conclusion: Our results illustrate that lifetime exposure to certain lifestyle factors has causal effects on osteoarthritis. Further studies are required to determine the efficacy of lifestyle-based interventions in reducing the population-wide disease burden of osteoarthritis.

生活方式因素对骨关节炎的因果影响:一项双样本孟德尔随机研究。
背景:现代久坐的生活方式在骨关节炎患者中很普遍。然而,由于混杂变量的存在,将这些行为与骨关节炎的致病因素联系起来的直接证据仍然有限。目的:本研究旨在通过两样本孟德尔随机化(MR)研究确定生活方式因素对骨关节炎的因果影响程度。方法:使用反方差加权双样本MR和生活方式因素与骨关节炎全基因组关联研究的汇总统计来评估暴露与结果的关系。采用加权中位数、MR-PRESSO和MR-Egger回归作为敏感性分析。我们从每种MR方法中获得因果关系估计、95%置信区间(CI)和p值。使用Steiger滤波和径向滤波分别排除具有反向因果关系和显著异质性的snp。结果:磁共振分析表明,某些生活方式因素对骨关节炎有因果影响,特别是失眠(OR 1.09 (0.387-1.79), P = 0.0024), BMI (OR 6.45 (4.48-8.42), P = 1.38e-10)和蛋白质摄入(OR 2.94 (0.361-5.52), P = 0.026)。使用基于中位数的MR方法进行敏感性分析,结果一致。ZNF131和SEMA3F,以及潜在的RWDD2B和USP8是介导这些因果效应的遗传位点。结论:我们的研究结果表明,终生暴露于某些生活方式因素对骨关节炎有因果影响。需要进一步的研究来确定以生活方式为基础的干预措施在减少全人群骨关节炎疾病负担方面的功效。
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来源期刊
CiteScore
2.30
自引率
0.00%
发文量
82
期刊介绍: Current Rheumatology Reviews publishes frontier reviews on all the latest advances on rheumatology and its related areas e.g. pharmacology, pathogenesis, epidemiology, clinical care, and therapy. The journal"s aim is to publish the highest quality review articles dedicated to clinical research in the field. The journal is essential reading for all researchers and clinicians in rheumatology.
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