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酒精和睡眠相关特征之间的关系:基于多基因风险评分和孟德尔随机化分析的结果。

The relationship between alcohol- and sleep-related traits: Results from polygenic risk score and Mendelian randomization analyses.

机构信息

Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA 19104, USA; Perelman School of Medicine, Philadelphia, PA 19104, USA.

Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA 19104, USA; Perelman School of Medicine, Philadelphia, PA 19104, USA.

出版信息

Drug Alcohol Depend. 2023 Oct 1;251:110912. doi: 10.1016/j.drugalcdep.2023.110912. Epub 2023 Jul 27.

Abstract

STUDY OBJECTIVES

We investigated whether genetic risk for insomnia and sleep duration abnormalities are associated with AUD and alcohol consumption. We also evaluated the causal relationships between sleep- and alcohol-related traits.

METHODS

Individual-level phenotype and genotype data from the Million Veteran Program were used. Polygenic risk scores (PRS) were computed using summary statistics from two recent discovery GWAS of insomnia (N= 453,379 European-ancestry (EA) individuals) and sleep duration (N= 446,118 EAs) and tested for association with lifetime AUD diagnosis (N= 34,658 EA cases) and past-year Alcohol Use Disorders Identification Test-Consumption scale scores (AUDIT-C, N= 200,680 EAs). Bi-directional two-sample Mendelian Randomization (MR) analyses assessed causal associations between the two sleep traits and the two alcohol-related traits.

RESULTS

The insomnia PRS was positively associated with AUD at 2/9 PRS thresholds, with p<0.01 being the most significant (OR = 1.02, p = 3.48 × 10). Conversely, insomnia PRS was negatively associated with AUDIT-C at 6/9 PRS thresholds (most significant threshold being p = 0.001 (β = -0.02, p = 5.6 × 10). Sleep duration PRS was positively associated with AUDIT-C at 2/9 PRS thresholds, with the most significant threshold being p = 1 × 10 (β = 0.01, p = 0.0009). MR analyses supported a significant positive causal effect of insomnia on AUD (14 SNPs; β = 104.14; SE = 16.19; p = 2.22 × 10), although with significant heterogeneity. MR analyses also showed that shorter sleep duration had a causal effect on the risk of AUD (27 SNPs; β = -63.05; SE = 3.54; p = 4.55 × 10), which was robust to sensitivity analyses.

CONCLUSION

The genetic risk for insomnia shows pleiotropy with AUD, and sleep continuity abnormalities have a causal influence on the development of AUD.

摘要

研究目的

我们调查了失眠和睡眠持续时间异常的遗传风险是否与 AUD 和饮酒有关。我们还评估了睡眠和与酒精相关的特征之间的因果关系。

方法

使用百万退伍军人计划的个体水平表型和基因型数据。多基因风险评分(PRS)是使用最近两项关于失眠(N=453379 名欧洲血统(EA)个体)和睡眠持续时间(N=446118 名 EA)的发现 GWAS 的汇总统计数据计算的,并测试与终生 AUD 诊断(N=34658 名 EA 病例)和过去一年酒精使用障碍识别测试-消费量表评分(AUDIT-C,N=200680 名 EA)的关联。双向两样本 Mendelian Randomization(MR)分析评估了这两种睡眠特征与两种与酒精相关的特征之间的因果关系。

结果

失眠 PRS 在 2/9 PRS 阈值处与 AUD 呈正相关,最显著的阈值为 p<0.01(OR=1.02,p=3.48×10)。相反,失眠 PRS 与 AUDIT-C 在 6/9 PRS 阈值处呈负相关(最显著的阈值为 p=0.001(β=-0.02,p=5.6×10)。睡眠持续时间 PRS 在 2/9 PRS 阈值处与 AUDIT-C 呈正相关,最显著的阈值为 p=1×10(β=0.01,p=0.0009)。MR 分析支持失眠对 AUD 有显著的正向因果影响(14 个 SNP;β=104.14;SE=16.19;p=2.22×10),尽管存在显著的异质性。MR 分析还表明,较短的睡眠时间对 AUD 风险有因果影响(27 个 SNP;β=-63.05;SE=3.54;p=4.55×10),这在敏感性分析中是稳健的。

结论

失眠的遗传风险与 AUD 表现出多效性,睡眠连续性异常对 AUD 的发展有因果影响。

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Tutorial: a guide to performing polygenic risk score analyses.教程:多基因风险评分分析操作指南。
Nat Protoc. 2020 Sep;15(9):2759-2772. doi: 10.1038/s41596-020-0353-1. Epub 2020 Jul 24.
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Causal relationships between substance use and insomnia.物质使用与失眠之间的因果关系。
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