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肌少症与骨关节炎之间的因果关系及肥胖的中介作用:单变量、多变量、两步孟德尔随机化研究。

Causal relationship between sarcopenia with osteoarthritis and the mediating role of obesity: a univariate, multivariate, two-step Mendelian randomization study.

机构信息

College of Physical Education, Henan Normal University, Xinxiang, 453007, China.

College of Music and Dance, Henan Normal University, Xinxiang, 453007, China.

出版信息

BMC Geriatr. 2024 May 29;24(1):469. doi: 10.1186/s12877-024-05098-8.

Abstract

BACKGROUND

Recent genetic evidence supports a causal role for sarcopenia in osteoarthritis, which may be mediated by the occurrence of obesity or changes in circulating inflammatory protein levels. Here, we leveraged publicly available genome-wide association study data to investigate the intrinsic causal relationship between sarcopenia, obesity, circulating inflammatory protein levels, and osteoarthritis.

METHODS

In this study, we used Mendelian randomization analyses to explore the causal relationship between sarcopenia phenotypes (Appendicular lean mass [ALM], Low hand-grip strength [LHG], and usual walking pace [UWP]) and osteoarthritis (Knee osteoarthritis [KOA], and Hip osteoarthritis [HOA]). Univariable Mendelian randomization (UVMR) analyses were performed using the inverse variance weighted (IVW) method, MR-Egger, weighted median method, simple mode, and weighted mode, with the IVW method being the primary analytical technique. Subsequently, the independent causal effects of sarcopenia phenotype on osteoarthritis were investigated using multivariate Mendelian randomization (MVMR) analysis. To further explore the mechanisms involved, obesity and circulating inflammatory proteins were introduced as the mediator variables, and a two-step Mendelian randomization analysis was used to explore the mediating effects of obesity and circulating inflammatory proteins between ALM and KOA as well as the mediating proportions.

RESULTS

UVMR analysis showed a causal relationship between ALM, LHG, UWP and KOA [(OR = 1.151, 95% CI: 1.087-1.218, P = 1.19 × 10, P = 7.14 × 10) (OR = 1.215, 95% CI: 1.004-1.470; P = 0.046, P = 0.055) (OR = 0.503, 95% CI: 0.292-0.867; P = 0.013, P = 0.027)], and a causal relationship between ALM, UWP and HOA [(OR = 1.181, 95% CI: 1.103-1.265, P = 2.05 × 10, P = 6.15 × 10) (OR = 0.438, 95% CI: 0.226-0.849, P = 0.014, P = 0.022)]. In the MVMR analyses adjusting for confounders (body mass index, insomnia, sedentary behavior, and bone density), causal relationships were observed between ALM, LHG, UWP and KOA [(ALM: OR = 1.323, 95%CI: 1.224- 1.431, P = 2.07 × 10), (LHG: OR = 1.161, 95%CI: 1.044- 1.292, P = 0.006), (UWP: OR = 0.511, 95%CI: 0.290- 0.899, P = 0.020)], and between ALM and HOA (ALM: OR = 1.245, 95%CI: 1.149- 1.348, P = 7.65 × 10). In a two-step MR analysis, obesity was identified to play a potential mediating role in ALM and KOA (proportion mediated: 5.9%).

CONCLUSIONS

The results of this study suggest that decreased appendicular lean mass, grip strength, and walking speed increase the risk of KOA and decreased appendicular lean mass increases the risk of HOA in patients with sarcopenia in a European population. Obesity plays a mediator role in the occurrence of KOA due to appendicular lean body mass reduction.

摘要

背景

最近的遗传证据支持肌肉减少症在骨关节炎中的因果作用,这可能是通过肥胖的发生或循环炎症蛋白水平的变化介导的。在这里,我们利用公开可用的全基因组关联研究数据来研究肌肉减少症、肥胖、循环炎症蛋白水平和骨关节炎之间的内在因果关系。

方法

在这项研究中,我们使用孟德尔随机化分析来探讨肌肉减少症表型(四肢瘦体重[ALM]、低握力[LHG]和通常的步行速度[UWP])与骨关节炎(膝关节骨关节炎[KOA]和髋关节骨关节炎[HOA])之间的因果关系。使用逆方差加权(IVW)方法、MR-Egger、加权中位数法、简单模式和加权模式进行单变量孟德尔随机化(UVMR)分析,其中 IVW 方法是主要分析技术。随后,使用多变量孟德尔随机化(MVMR)分析研究了肌肉减少症表型对骨关节炎的独立因果作用。为了进一步探讨所涉及的机制,将肥胖和循环炎症蛋白作为中介变量引入,使用两步孟德尔随机化分析来探讨 ALM 和 KOA 之间以及肥胖和循环炎症蛋白在 ALM 和 KOA 之间的中介作用和中介比例。

结果

UVMR 分析显示 ALM、LHG 和 UWP 与 KOA 之间存在因果关系[(OR=1.151,95%CI:1.087-1.218,P=1.19×10,P=7.14×10)(OR=1.215,95%CI:1.004-1.470;P=0.046,P=0.055)(OR=0.503,95%CI:0.292-0.867;P=0.013,P=0.027)],并且 ALM、UWP 与 HOA 之间也存在因果关系[(OR=1.181,95%CI:1.103-1.265,P=2.05×10,P=6.15×10)(OR=0.438,95%CI:0.226-0.849,P=0.014,P=0.022)]。在调整混杂因素(体重指数、失眠、久坐行为和骨密度)的 MVMR 分析中,观察到 ALM、LHG 和 UWP 与 KOA 之间存在因果关系[(ALM:OR=1.323,95%CI:1.224-1.431,P=2.07×10),(LHG:OR=1.161,95%CI:1.044-1.292,P=0.006),(UWP:OR=0.511,95%CI:0.290-0.899,P=0.020)],以及 ALM 与 HOA 之间存在因果关系[(ALM:OR=1.245,95%CI:1.149-1.348,P=7.65×10)]。在两步 MR 分析中,发现肥胖在 ALM 和 KOA 的发生中发挥了潜在的中介作用(介导比例:5.9%)。

结论

本研究结果表明,在欧洲人群中,四肢瘦体重、握力和步行速度的降低会增加 KOA 的风险,四肢瘦体重的降低会增加 HOA 的风险。肥胖在由于四肢瘦体重减少而导致的 KOA 发生中起中介作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/afff/11138082/ca5017a15c0a/12877_2024_5098_Fig1_HTML.jpg

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