Department of Sports Science, College of Education, Zhejiang University, Hangzhou, China.
Faculty of Sports and Exercise Science, University of Malaya, Kuala Lumpur, Malaysia.
Environ Toxicol. 2024 Jun;39(6):3434-3447. doi: 10.1002/tox.24206. Epub 2024 Mar 7.
Previous observational studies have linked circulating cytokines to sarcopenia, but their causal relationship remains unclear. This study employed Mendelian Randomization (MR) to investigate the causal links between circulating cytokines and sarcopenia-related traits using genetic data.
A two-sample bidirectional MR analysis was conducted using data from individuals of European ancestry, utilizing genome-wide association studies (GWAS) statistics. The study selected instrumental single nucleotide polymorphisms (SNPs) significantly associated with circulating cytokines and applied multiple MR methods, including inverse variance weighted (IVW), Weighted Median, MR-Egger, Weighted Mode, Simple Mode, and MR-PRESSO. The traits analyzed were appendicular lean mass (ALM) and grip strength. Heterogeneity, robustness, and consistency of results were assessed using Cochran's Q statistic, MR-Egger regression, and "leave-one-out" sensitivity analyses.
The IVM-MR analysis showed a casual association between genetically predicted circulating levels of interleukin-16 and both ALM and grip strength (ALM: OR = 0.990, 95% CI: 0.980-1.000, p = .049; grip strength: OR = 0.971, 95% CI: 0.948-0.995, p = .020). Additionally, interferon-gamma-induced protein 10 (IP-10), interleukin-1-beta (IL-1β), and hepatocyte growth factor (HGF) were correlated with ALM and vascular endothelial growth factor (VEGF), interleukin-12 (IL-12), and interleukin-5 (IL-5) with grip strength. Comparable results were confirmed via the MR-Egger, Weighted Median, Weighted Mode, and Simple Mode methods. Sensitivity analysis showed no horizontal pleiotropy to bias the causal estimates.
The results suggest a significant causal effect of inflammatory cytokines on sarcopenia, offering new avenues for therapeutic target development. However, the study's focus on a European ancestry cohort limits its generalizability to other populations. Future research should aim to include diverse ethnic groups to validate and broaden these findings, thereby enhancing our understanding of sarcopenia's mechanisms in a global context.
先前的观察性研究将循环细胞因子与肌肉减少症联系起来,但它们之间的因果关系尚不清楚。本研究采用孟德尔随机化(MR)方法,利用遗传数据探讨循环细胞因子与肌肉减少症相关特征之间的因果关系。
使用欧洲血统个体的两样本双向 MR 分析,利用全基因组关联研究(GWAS)统计数据。该研究选择与循环细胞因子显著相关的工具单核苷酸多态性(SNP),并应用多种 MR 方法,包括逆方差加权(IVW)、加权中位数、MR-Egger、加权模式、简单模式和 MR-PRESSO。分析的特征包括四肢瘦组织量(ALM)和握力。使用 Cochran's Q 统计量、MR-Egger 回归和“逐一剔除”敏感性分析评估异质性、稳健性和结果一致性。
IVM-MR 分析显示,遗传预测的循环白细胞介素-16 水平与 ALM 和握力之间存在因果关系(ALM:OR=0.990,95%CI:0.980-1.000,p=0.049;握力:OR=0.971,95%CI:0.948-0.995,p=0.020)。此外,干扰素-γ诱导蛋白 10(IP-10)、白细胞介素-1β(IL-1β)和肝细胞生长因子(HGF)与 ALM 相关,血管内皮生长因子(VEGF)、白细胞介素-12(IL-12)和白细胞介素-5(IL-5)与握力相关。MR-Egger、加权中位数、加权模式和简单模式方法证实了类似的结果。敏感性分析表明,没有水平偏倚来影响因果估计。
研究结果表明,炎症细胞因子对肌肉减少症有显著的因果影响,为治疗靶点的开发提供了新的途径。然而,该研究仅关注欧洲血统队列,限制了其在其他人群中的普遍性。未来的研究应旨在纳入不同的种族群体,以验证和扩展这些发现,从而在全球范围内增强我们对肌肉减少症机制的理解。