Multi-ancestry genome-wide association study of topiramate's effects on heavy alcohol use

IF 3 Q2 SUBSTANCE ABUSE
Christal N. Davis, Zeal Jinwala, Amy C. Justice, Christopher T. Rentsch, Henry R. Kranzler
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引用次数: 0

Abstract

Background

Topiramate reduces alcohol consumption in individuals who drink heavily. Candidate gene studies aimed at identifying genetic variants that predict topiramate's effects on drinking have yielded inconsistent findings. To identify genetic variation associated with treatment response, we conducted a genome-wide association study (GWAS) among participants in the Million Veteran Program (MVP) who initiated topiramate treatment.

Methods

Using electronic health records, we identified individuals who were dispensed topiramate for at least 60 days for any indication (i.e., the index event). Alcohol consumption was assessed using Alcohol Use Disorders Identification Test-Consumption (AUDIT-C) scores during the year prior to topiramate exposure (pre index) and at least 60 days after initiating topiramate but within 6 months of drug discontinuation (post index). The final GWAS sample included 8386 individuals who reported alcohol consumption (i.e., AUDIT-C score > 0) during the preceding year. We calculated polygenic scores (PGS) for topiramate treatment response in the Yale-Penn sample (n = 10,275) and examined associations with 692 phenotypes using a phenome-wide association study.

Results

In the cross-ancestry GWAS meta-analysis, 35 loci had suggestive associations, though none reached genome-wide significance. Topiramate response PGS had nominally significant associations with lower rates of alcohol-related liver disease, older age at alcohol use disorder diagnosis, and higher frequency of alcohol use.

Conclusions

Although no loci reached genome-wide significance, the suggestive variants identified in the cross-ancestry meta-analysis are promising candidates for future investigation. Larger studies are needed to identify significant genetic predictors of topiramate response and advance precision medicine strategies for treating AUD.

托吡酯对重度饮酒影响的多祖先全基因组关联研究
背景:托吡酯可减少重度饮酒者的酒精消耗量。候选基因研究旨在识别预测托吡酯对饮酒影响的基因变异,但结果却不一致。为了确定与治疗反应相关的遗传变异,我们在百万退伍军人计划(MVP)中开始托吡酯治疗的参与者中进行了全基因组关联研究(GWAS)。方法:使用电子健康记录,我们确定了因任何适应症(即指数事件)分配托吡酯至少60天的个体。使用酒精使用障碍识别测试-消费(AUDIT-C)评分评估在托吡酯暴露前一年(指数前)和服用托吡酯后至少60天但停药后6个月内(指数后)的酒精消费。最终的GWAS样本包括8386名报告在前一年饮酒(即AUDIT-C得分为bb00 - 0)的个人。我们计算了耶鲁-宾夕法尼亚大学样本中托吡酯治疗反应的多基因评分(PGS) (n = 10,275),并使用全表型关联研究检查了与692种表型的关联。结果:在跨祖先GWAS荟萃分析中,有35个位点具有暗示的关联,尽管没有一个达到全基因组意义。托吡酯反应PGS与较低的酒精相关性肝病发病率、诊断为酒精使用障碍的年龄较大和较高的酒精使用频率有名义上的显著相关性。结论:虽然没有基因座具有全基因组意义,但在跨祖先荟萃分析中发现的暗示变异是未来研究的有希望的候选者。需要更大规模的研究来确定托吡酯反应的重要遗传预测因子,并推进治疗AUD的精准医学策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
5.40
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