[A Mendelian randomization study on the relationship between insomnia and osteoporosis]

Zhonghua Nei Ke Za Zhi. 2024 Aug 1;63(8):776-780. doi: 10.3760/cma.j.cn112138-20240207-00105.
[Article in Chinese]

Abstract

Objective: To explore the relationship between insomnia and osteoporosis. Methods: Mendelian randomization (MR) analysis were used in this study. The single nucleotide polymorphisms (SNPs) related to insomnia from genome-wide association analysis research data were selected as the instrumental variables by using inverse variance weighted (IVW), MR-Egger regression, weighted median method, maximum likelihood, penalized weighted median estimator, and Mendelian randomization robust adjusted profile score (MR-RAPS) to determine the causal relationship between insomnia and osteoporosis. Odds ratio (OR) and 95% confidence interval (CI) values were used to evaluate the association between insomnia and osteoporosis. Cochran's Q-test was used to detect heterogeneity of SNPs, MR-Egger regression was used to test for level pleiotropy, and the leave-one-out method was used to test sensitivity, MR pleiotropy residual sum and outlier (MR-PRESSO) method and radial MR were used to detect erroneous outliers. Results: The screening criteria were set based on the three major assumptions of MR; finally, 31 SNPs were included in the MR analysis. The results of MR causal effect analysis using the IVW method showed that insomnia increased the risk of osteoporosis by about 0.7% (OR=1.007, 95%CI 1.001-1.014, P=0.044); heterogeneity testing showed heterogeneity between SNPs (Q=57.91, P<0.001); and the MR- Egger intercept test did not indicate horizontal pleiotropy in this study (intercept value=3.807×10-5, P=0.888). Leave-one-out method showed that no single SNP had a significant impact on the overall results. No abnormal SNP was detected according to the MR-PRESSO results (P=0.059), and radial MR did not detect any outliers. Conclusion: Mendelian randomization analysis showed that insomnia can increase the risk of osteoporosis.

目的: 探讨失眠与骨质疏松的因果关系。 方法: 孟德尔随机化(MR)研究。从全基因组关联分析研究数据中筛选与失眠相关的单核苷酸多态性(SNP)作为工具变量,用逆方差加权(IVW)、MR-Egger回归、加权中位数法、最大似然估计、线性中位数加权及孟德尔随机化稳健调整轮廓分数法(MR-RAPS)来确定失眠与骨质疏松之间是否存在因果关系,以比值比(OR)值及95%置信区间(95%CI)评价失眠与骨质疏松之间的关联强度。采用Cochran′s Q法检验SNP的异质性,采用MR-Egger回归检验水平多效性,采用留一法检验敏感性。采用MR多效性残差和与异质性检验法(MR-PRESSO)与径向孟德尔随机化(radial MR)检测纳入的SNP是否有离群值。 结果: 以MR三大假设为前提设置筛选标准,最终31个SNP纳入MR分析。以IVW为主要分析方法,因果关联效应分析显示,失眠导致骨质疏松的发生风险上升约0.7%(OR=1.007,95%CI 1.001~1.014,P=0.044)。异质性检验显示SNP之间存在异质性(Q=57.91,P<0.001)。MR-Egger截距测试显示本研究没有水平多效性(截距值=3.807×10-5P=0.888)。留一法检验显示没有单个SNP对整体的结果有较大影响。MR-PRESSO结果显示未检测到异常的SNP(P=0.059),radial MR未发现离群值。 结论: 通过孟德尔随机化分析得出失眠可增加骨质疏松的发病风险。.

MeSH terms

  • Genome-Wide Association Study*
  • Humans
  • Mendelian Randomization Analysis*
  • Osteoporosis* / epidemiology
  • Osteoporosis* / genetics
  • Polymorphism, Single Nucleotide*
  • Risk Factors
  • Sleep Initiation and Maintenance Disorders* / epidemiology
  • Sleep Initiation and Maintenance Disorders* / genetics