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社会隔离与骨关节炎之间的因果关系:欧洲人群的孟德尔随机化研究

Causal Relationships Between Social Isolation and Osteoarthritis: A Mendelian Randomization Study in European Population.

作者信息

Zheng Cong, He Min-Hui, Huang Jian-Rong, He Yi

机构信息

Emergency Trauma Center, Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510700, People's Republic of China.

出版信息

Int J Gen Med. 2021 Oct 14;14:6777-6786. doi: 10.2147/IJGM.S331864. eCollection 2021.

Abstract

OBJECTIVE

We aimed to investigate the causal relationships between social isolation and osteoarthritis.

METHODS

Publicly available genome-wide association study (GWAS) summary statistics of social isolation and osteoarthritis in European population were obtained from the Neale lab Consortium and the Medical Research Council-Integrative Epidemiology Unit (MRC-IEU) consortium, respectively. Single nucleotide polymorphisms (SNPs) associated with the traits were identified by P < 5×10 and linkage disequilibrium r < 0.1. Three Mendelian randomization (MR) methods including the inverse-variance weighted (IVW) method, weighted median estimator, and MR-Egger regression were used to assess the potential causal effect of social isolation on osteoarthritis and the potential causal effect of osteoarthritis on social isolation. Leave-one-out analysis and test of directional horizontal pleiotropy via MR-Egger regression were performed as sensitivity analyses.

RESULTS

When evaluating the causal effect of social isolation on osteoarthritis, five SNPs (rs12364432, rs13291079, rs2352075, rs4958586, rs599550) significantly associated with social isolation were studied as instruments, and social isolation was found to be causally associated with increased risk of osteoarthritis (odds ratio [OR] 1.197 (95% confidence interval (CI) 1.096-1.308) estimated by the IVW method). When evaluating the causal effect of osteoarthritis on social isolation, six SNPs (rs10405617, rs12133235, rs13107325, rs2290573, rs3771501, rs75621460) significantly associated with osteoarthritis were studied as instruments but no causal effect of osteoarthritis on social isolation was found (OR 1.104 (95% CI 0.887-1.375) estimated by the IVW method). Consistent causal relationships were observed when estimated by the weighted median estimator and MR-Egger regression. Leave-one-out analysis and test of directional horizontal pleiotropy suggested the robustness of the above findings.

CONCLUSION

Social isolation is causally associated with osteoarthritis, and further work is needed to investigate the potential mechanisms.

摘要

目的

我们旨在研究社会隔离与骨关节炎之间的因果关系。

方法

分别从尼尔实验室联盟和医学研究理事会综合流行病学单位(MRC-IEU)联盟获取欧洲人群中社会隔离和骨关节炎的公开全基因组关联研究(GWAS)汇总统计数据。通过P<5×10且连锁不平衡r<0.1来鉴定与这些性状相关的单核苷酸多态性(SNP)。使用三种孟德尔随机化(MR)方法,包括逆方差加权(IVW)方法、加权中位数估计器和MR-Egger回归,来评估社会隔离对骨关节炎的潜在因果效应以及骨关节炎对社会隔离的潜在因果效应。作为敏感性分析,进行了留一法分析和通过MR-Egger回归的定向水平多效性检验。

结果

在评估社会隔离对骨关节炎的因果效应时,研究了五个与社会隔离显著相关的SNP(rs12364432、rs13291079、rs2352075、rs4958586、rs599550)作为工具变量,发现社会隔离与骨关节炎风险增加存在因果关系(IVW方法估计的比值比[OR]为1.197(95%置信区间[CI]1.096 - 1.308))。在评估骨关节炎对社会隔离的因果效应时,研究了六个与骨关节炎显著相关的SNP(rs10405617、rs12133235、rs13107325、rs2290573、rs3771501、rs75621460)作为工具变量,但未发现骨关节炎对社会隔离有因果效应(IVW方法估计的OR为1.104(95%CI 0.887 - 1.375))。通过加权中位数估计器和MR-Egger回归估计时观察到一致的因果关系。留一法分析和定向水平多效性检验表明上述发现具有稳健性。

结论

社会隔离与骨关节炎存在因果关系,需要进一步开展工作来研究潜在机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/23fa/8523904/3982f5f1f6c6/IJGM-14-6777-g0001.jpg

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