Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut.
Department of Psychiatry, Veterans Affairs Connecticut Healthcare System, West Haven.
JAMA Psychiatry. 2020 Oct 1;77(10):1072-1080. doi: 10.1001/jamapsychiatry.2020.1206.
With the current opioid crisis, it is important to improve understanding of the biological mechanisms of opioid use disorder (OUD).
To detect genetic risk variants for OUD and determine genetic correlations and causal association with OUD and other traits.
DESIGN, SETTING, AND PARTICIPANTS: A genome-wide association study of electronic health record-defined OUD in the Million Veteran Program sample was conducted, comprising 8529 affected European American individuals and 71 200 opioid-exposed European American controls (defined by electronic health record trajectory analysis) and 4032 affected African American individuals and 26 029 opioid-exposed African American controls. Participants were enrolled from January 10, 2011, to May 21, 2018, with electronic health record data for OUD diagnosis from October 1, 1999, to February 7, 2018. Million Veteran Program results and additional OUD case-control genome-wide association study results from the Yale-Penn and Study of Addiction: Genetics and Environment samples were meta-analyzed (total numbers: European American individuals, 10 544 OUD cases and 72 163 opioid-exposed controls; African American individuals, 5212 cases and 26 876 controls). Data on Yale-Penn participants were collected from February 14, 1999, to April 1, 2017, and data on Study of Addiction: Genetics and Environment participants were collected from 1990 to 2007. The key result was replicated in 2 independent cohorts: proxy-phenotype buprenorphine treatment in the UK Biobank and newly genotyped Yale-Penn participants. Genetic correlations between OUD and other traits were tested, and mendelian randomization analysis was conducted to identify potential causal associations.
Main outcomes were International Classification of Diseases, Ninth Revision-diagnosed OUD or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision-diagnosed OUD (Million Veteran Program), and DSM-IV-defined opioid dependence (Yale-Penn and Study of Addiction: Genetics and Environment).
A total of 114 759 individuals (101 016 men [88%]; mean [SD] age, 60.1 [12.8] years) were included. In 82 707 European American individuals, a functional coding variant (rs1799971, encoding Asn40Asp) in OPRM1 (μ-opioid receptor gene, the main biological target for opioid drugs; OMIM 600018) reached genome-wide significance (G allele: β = -0.066 [SE = 0.012]; P = 1.51 × 10-8). The finding was replicated in 2 independent samples. Single-nucleotide polymorphism-based heritability of OUD was 11.3% (SE = 1.8%). Opioid use disorder was genetically correlated with 83 traits, including multiple substance use traits, psychiatric illnesses, cognitive performance, and others. Mendelian randomization analysis revealed the following associations with OUD: risk of tobacco smoking, depression, neuroticism, worry neuroticism subcluster, and cognitive performance. No genome-wide significant association was detected for African American individuals or in transpopulation meta-analysis.
This genome-wide meta-analysis identified a significant association of OUD with an OPRM1 variant, which was replicated in 2 independent samples. Post-genome-wide association study analysis revealed associated pleiotropic characteristics. Recruitment of additional individuals with OUD for future studies-especially those of non-European ancestry-is a crucial next step in identifying additional significant risk loci.
随着当前阿片类药物危机的加剧,深入了解阿片类药物使用障碍(OUD)的生物学机制非常重要。
发现 OUD 的遗传风险变异,并确定与 OUD 和其他特征的遗传相关性和因果关联。
设计、设置和参与者:对百万退伍军人计划样本中的电子健康记录定义的 OUD 进行了全基因组关联研究,包括 8529 名受影响的欧洲裔美国人个体和 71200 名接受过阿片类药物暴露的欧洲裔美国人对照(通过电子健康记录轨迹分析定义),以及 4032 名受影响的非洲裔美国人个体和 26029 名接受过阿片类药物暴露的非洲裔美国人对照。参与者于 2011 年 1 月 10 日至 2018 年 5 月 21 日注册,2018 年 10 月 1 日至 2018 年 2 月 7 日从电子健康记录中获取 OUD 诊断数据。对百万退伍军人计划的结果和耶鲁大学-宾夕法尼亚大学以及成瘾研究:遗传学和环境样本的额外 OUD 病例对照全基因组关联研究结果进行了荟萃分析(总数:欧洲裔美国人个体,10544 例 OUD 病例和 72163 例接受过阿片类药物暴露的对照;非洲裔美国人个体,5212 例病例和 26876 例对照)。耶鲁大学-宾夕法尼亚大学参与者的数据于 1999 年 2 月 14 日至 2017 年 4 月 1 日收集,成瘾研究:遗传学和环境参与者的数据于 1990 年至 2007 年收集。关键结果在 2 个独立队列中得到了复制:英国生物银行的替代表型丁丙诺啡治疗和新基因分型的耶鲁大学-宾夕法尼亚大学参与者。测试了 OUD 与其他特征之间的遗传相关性,并进行了孟德尔随机化分析以确定潜在的因果关联。
主要结果是国际疾病分类,第九版诊断的 OUD 或国际疾病分类和相关健康问题,第十版诊断的 OUD(百万退伍军人计划)和 DSM-IV 定义的阿片类药物依赖(耶鲁大学-宾夕法尼亚大学和成瘾研究:遗传学和环境)。
共纳入 114759 人(101016 名男性[88%];平均[SD]年龄,60.1[12.8]岁)。在 82707 名欧洲裔美国人个体中,μ-阿片受体基因(主要的阿片类药物生物靶点,OPRM1 中的一个功能编码变异(rs1799971,编码 Asn40Asp)达到了全基因组显著性水平(G 等位基因:β=-0.066[SE=0.012];P=1.51×10-8)。这一发现得到了 2 个独立样本的复制。OUD 的单核苷酸多态性遗传率为 11.3%(SE=1.8%)。OUD 在遗传上与 83 个特征相关,包括多种物质使用特征、精神疾病、认知表现等。孟德尔随机化分析显示与 OUD 相关的有:吸烟、抑郁、神经质、忧虑神经质亚群和认知表现的风险。在非洲裔美国人个体或跨人群荟萃分析中未发现全基因组显著关联。
这项全基因组荟萃分析确定了 OUD 与 OPRM1 变异之间的显著关联,这一关联在 2 个独立的样本中得到了复制。全基因组关联研究后的分析揭示了相关的多效性特征。招募更多患有 OUD 的个体进行未来的研究——特别是非欧洲血统的个体——是确定其他重要风险基因座的关键下一步。