Department of Cardiology, Life Science Center, The First Affiliated Hospital of Xinxiang Medical University, Weihui 453100, China.
Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong 510000, China.
J Clin Endocrinol Metab. 2023 Jul 14;108(8):e574-e582. doi: 10.1210/clinem/dgad089.
Insomnia is associated with insulin resistance (IR) in observational studies; however, whether insomnia is causally associated with IR remains unestablished.
This study aims to estimate the causal associations of insomnia with IR and its related traits.
In primary analyses, multivariable regression (MVR) and 1-sample Mendelian randomization (1SMR) analyses were performed to estimate the associations of insomnia with IR (triglyceride-glucose index and triglyceride to high-density lipoprotein cholesterol [TG/HDL-C] ratio) and its related traits (glucose level, TG, and HDL-C) in the UK Biobank. Thereafter, 2-sample MR (2SMR) analyses were used to validate the findings from primary analyses. Finally, the potential mediating effects of IR on the pathway of insomnia giving rise to type 2 diabetes (T2D) were examined using a 2-step MR design.
Across the MVR, 1SMR, and their sensitivity analyses, we found consistent evidence suggesting that more frequent insomnia symptoms were significantly associated with higher values of triglyceride-glucose index (MVR, β = 0.024, P < 2.00E-16; 1SMR, β = 0.343, P < 2.00E-16), TG/HDL-C ratio (MVR, β = 0.016, P = 1.75E-13; 1SMR, β = 0.445, P < 2.00E-16), and TG level (MVR, β = 0.019 log mg/dL, P < 2.00E-16, 1SMR: β = 0.289 log mg/dL, P < 2.00E-16) after Bonferroni adjustment. Similar evidence was obtained by using 2SMR, and mediation analysis suggested that about one-quarter (25.21%) of the association between insomnia symptoms and T2D was mediated by IR.
This study provides robust evidence supporting that more frequent insomnia symptoms are associated with IR and its related traits across different angles. These findings indicate that insomnia symptoms can be served as a promising target to improve IR and prevent subsequent T2D.
在观察性研究中,失眠与胰岛素抵抗(IR)相关;然而,失眠是否与 IR 存在因果关系仍未确定。
本研究旨在评估失眠与 IR 及其相关特征的因果关联。
在主要分析中,我们采用多变量回归(MVR)和 1 样本 Mendelian 随机化(1SMR)分析来估计 UK Biobank 中失眠与 IR(甘油三酯-葡萄糖指数和甘油三酯与高密度脂蛋白胆固醇[TG/HDL-C]比值)及其相关特征(血糖水平、TG 和 HDL-C)之间的关联。之后,我们使用两样本 Mendelian 随机化(2SMR)分析来验证主要分析的结果。最后,我们使用两步 Mendelian 随机化设计来检验 IR 在失眠导致 2 型糖尿病(T2D)途径中的潜在中介作用。
在 MVR、1SMR 及其敏感性分析中,我们发现一致的证据表明,更频繁的失眠症状与甘油三酯-葡萄糖指数(MVR,β=0.024,P<2.00E-16;1SMR,β=0.343,P<2.00E-16)、TG/HDL-C 比值(MVR,β=0.016,P=1.75E-13;1SMR,β=0.445,P<2.00E-16)和 TG 水平(MVR,β=0.019 log mg/dL,P<2.00E-16,1SMR:β=0.289 log mg/dL,P<2.00E-16)升高显著相关,这些关联在经过 Bonferroni 校正后仍然成立。使用 2SMR 也得到了类似的证据,中介分析表明,失眠症状与 T2D 之间约四分之一(25.21%)的关联是由 IR 介导的。
本研究提供了强有力的证据支持,即从不同角度来看,更频繁的失眠症状与 IR 及其相关特征相关。这些发现表明,失眠症状可以作为改善 IR 和预防随后发生 T2D 的一个有希望的靶点。