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基于汇总水平 GWAS 数据评估血脂水平对痛风的因果效应:两样本 Mendelian 随机化和中介分析。

Evaluation of the causal effects of blood lipid levels on gout with summary level GWAS data: two-sample Mendelian randomization and mediation analysis.

机构信息

Department of Epidemiology and Biostatistics, School of Public Health, Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China.

Center for Medical Statistics and Data Analysis, School of Public Health, Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China.

出版信息

J Hum Genet. 2021 May;66(5):465-473. doi: 10.1038/s10038-020-00863-0. Epub 2020 Oct 25.

Abstract

Observational studies have identified gout patients are often comorbid with dyslipidemia. However, the relationship between dyslipidemia and gout is still unclear. We first performed Mendelian randomization (MR) to evaluate the causal effect of four lipid traits on gout and serum urate based on publicly available GWAS summary statistics (n 100,000 for lipid, 69,374 for gout and 110,347 for serum urate). MR showed each standard deviation (SD) (12.26 mg/dL) increase in HDL resulted in about 25% (95% CI 9.0%-38%, p = 3.31E-3) reduction of gout risk, with 0.09 mg/dL (95% CI: -0.12 to -0.05, p = 7.00E-04) decrease in serum urate, and each SD (~112.33 mg/dL) increase of TG was associated with 0.10 mg/dL (95% CI: 0.06-0.14, p = 9.87E-05) increase in serum urate. Those results were robust against various sensitive analyses. Additionally, independent effects of HDL and TG on gout/serum urate were confirmed with multivariable MR. Finally, mediation analysis demonstrated HDL or TG could also indirectly affect gout via the pathway of serum urate. In conclusion, our study confirmed the causal associations between HDL (and TG) and gout, and further revealed the effect of HDL or TG on gout could also be mediated via serum urate.

摘要

观察性研究表明,痛风患者常伴有血脂异常。然而,血脂异常与痛风之间的关系仍不清楚。我们首先基于公开的 GWAS 汇总统计数据(脂质为 n100,000,痛风为 69,374,血清尿酸为 110,347)进行孟德尔随机化(MR)分析,以评估四种脂质特征对痛风和血清尿酸的因果关系。MR 显示,HDL 每增加一个标准差(SD)(12.26mg/dL),痛风风险降低约 25%(95%CI 9.0%-38%,p=3.31E-3),血清尿酸降低 0.09mg/dL(95%CI:-0.12 至-0.05,p=7.00E-04),TG 每增加一个 SD(~112.33mg/dL),血清尿酸增加 0.10mg/dL(95%CI:0.06-0.14,p=9.87E-05)。这些结果在各种敏感性分析中是稳健的。此外,多变量 MR 还证实了 HDL 和 TG 对痛风/血清尿酸的独立影响。最后,中介分析表明,HDL 或 TG 也可以通过血清尿酸的途径间接影响痛风。总之,本研究证实了 HDL(和 TG)与痛风之间存在因果关系,并进一步表明 HDL 或 TG 对痛风的影响也可以通过血清尿酸介导。

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