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非酒精性脂肪性肝病与骨密度之间的关联:孟德尔随机化和中介分析

Association between nonalcoholic fatty liver disease and bone mineral density: Mendelian randomization and mediation analysis.

作者信息

Zheng Minzhe, Xu Junxiang, Feng Zongxian

机构信息

Department of Orthopedics, the Affiliated Lihuili Hospital, Ningbo University, Ningbo City, China.

出版信息

Bone Rep. 2024 Jun 26;22:101785. doi: 10.1016/j.bonr.2024.101785. eCollection 2024 Sep.

Abstract

BACKGROUND

Observational studies have reported significant association between non-alcoholic fatty liver disease (NAFLD) and bone mineral density (BMD), a critical indicator of bone health. We aimed to investigate whether NAFLD is a cause for changes in BMD.

METHODS

We selected 29 independent SNPs as instrumental variables for NAFLD. A range of Mendelian randomization (MR) methods, namely the inverse variance-weighted (IVW) method, weighted-median, weighted-mode, and MR-Egger regression, were utilized to determine the causal effects of NAFLD on BMD. Two-step MR analysis was conducted to determine the mediating effect of fasting glucose, insulin, glycosylated hemoglobin, low-density cholesterol, and body-mass index on the association between NAFLD and BMD. False-discovery-rate (FDR) was used to correct for multiple testing bias.

RESULTS

The IVW-method indicated a significantly inverse association between genetically predicted NAFLD and total body BMD (β = -0.04, 95 % CI -0.07 to -0.02, FDR = 0.010). Notably, the relationship was more pronounced in participants over 60 years of age (β = -0.06, 95 % CI -0.11 to -0.02, FDR = 0.030). Inverse associations were observed in other subpopulations and in site-specific BMD, though they were not statistically significant after correcting for multiple testing. We observed a significantly positive association between NAFLD and the risk of osteoporosis. Consistency in results was observed across multiple MR methods and in the repeated analysis. Fasting glucose, insulin, and glycosylated hemoglobin mediated 25.4 % (95 % CI 17.6-31.5 %), 18.9 % (12.0-24.9 %), and 27.9 % (19.9-36.7 %) of the effect of NAFLD on BMD, respectively.

CONCLUSION

Our findings underscore a probable causal negative link between NAFLD and BMD, indicating that NAFLD might detrimentally affect bone health, especially in older individuals.

摘要

背景

观察性研究报告了非酒精性脂肪性肝病(NAFLD)与骨矿物质密度(BMD,骨骼健康的关键指标)之间存在显著关联。我们旨在研究NAFLD是否是导致BMD变化的原因。

方法

我们选择了29个独立的单核苷酸多态性(SNP)作为NAFLD的工具变量。采用一系列孟德尔随机化(MR)方法,即逆方差加权(IVW)法、加权中位数法、加权众数法和MR-Egger回归法,来确定NAFLD对BMD的因果效应。进行两步MR分析,以确定空腹血糖、胰岛素、糖化血红蛋白、低密度胆固醇和体重指数对NAFLD与BMD之间关联的中介作用。采用错误发现率(FDR)来校正多重检验偏倚。

结果

IVW法表明,基因预测的NAFLD与全身BMD之间存在显著的负相关(β = -0.04,95%置信区间-0.07至-0.02,FDR = 0.010)。值得注意的是,这种关系在60岁以上的参与者中更为明显(β = -0.06,95%置信区间-0.11至-0.02,FDR = 0.030)。在其他亚组和特定部位的BMD中也观察到了负相关,尽管在校正多重检验后它们没有统计学意义。我们观察到NAFLD与骨质疏松症风险之间存在显著的正相关。在多种MR方法和重复分析中均观察到结果的一致性。空腹血糖、胰岛素和糖化血红蛋白分别介导了NAFLD对BMD影响的25.4%(95%置信区间17.6 - 31.5%)、18.9%(12.0 - 24.9%)和27.9%(19.9 - 36.7%)。

结论

我们的研究结果强调了NAFLD与BMD之间可能存在因果负相关,表明NAFLD可能对骨骼健康产生不利影响,尤其是在老年人中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8ad6/11363625/fa3bc81b0855/gr1.jpg

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