Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA.
Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania and VISN4 MIRECC, Crescenz VAMC, Philadelphia, PA, USA.
Pharmacogenomics J. 2020 Oct;20(5):672-680. doi: 10.1038/s41397-020-0158-1. Epub 2020 Feb 7.
This study explored the effect of OPRM1 promoter region DNA methylation on the outcome of treatment with the opioid antagonist naltrexone (NTX) for alcohol dependence (AD). Ninety-three patients with DSM-IV AD [41 African Americans (AAs) and 52 European Americans (EAs)] received double-blind treatment with NTX or placebo for at least three months. Relapse to heavy drinking was assessed during the first 13 weeks of the trial. Peripheral blood methylation levels of 33 CpG units in the OPRM1 promoter region were quantified using Sequenom EpiTYPER technology. Bayesian logistic regression was used to analyze the effects of NTX treatment, CpG methylation, CpG methylation × NTX treatment, and age on AD relapse. The Random Forest machine learning algorithm was applied to select AD relapse predictors. No significant effect of individual OPRM1 promoter CpG units on AD relapse was observed in either AAs or EAs. Age was significantly associated with AD relapse in EAs, among whom older subjects had a lower relapse rate. Random forest analyses revealed that the prediction rate for AD relapse reached 66.0% with five top variables (age and four CpG units; ranked by their importance to AD relapse) in the prediction model. These findings suggest that methylation levels of individual OPRM1 promoter CpG units do not contribute significantly to inter-individual variation in NTX response. However, the age of subjects in combination with a cluster of specific OPRM1 promoter CpG units may affect NTX treatment outcome. Additional studies of OPRM1 DNA methylation changes during and after NTX treatment of AD are needed.
本研究探讨了阿片受体 μ 型(OPRM1)启动子区域 DNA 甲基化对阿片拮抗剂纳曲酮(NTX)治疗酒精依赖(AD)结局的影响。93 名符合 DSM-IV 诊断标准的 AD 患者[41 名非裔美国人(AA)和 52 名欧裔美国人(EA)]接受了为期至少 3 个月的纳曲酮或安慰剂的双盲治疗。在试验的前 13 周评估了复饮至重度饮酒的情况。采用Sequenom EpiTYPER 技术定量检测外周血 OPRM1 启动子区域 33 个 CpG 单位的甲基化水平。采用贝叶斯逻辑回归分析纳曲酮治疗、CpG 甲基化、CpG 甲基化×纳曲酮治疗和年龄对 AD 复发的影响。应用随机森林机器学习算法选择 AD 复发预测因子。在 AA 或 EA 中,单个 OPRM1 启动子 CpG 单位均未观察到对 AD 复发有显著影响。年龄与 EA 中 AD 复发显著相关,其中年龄较大的受试者复发率较低。随机森林分析显示,在预测模型中,前 5 个变量(年龄和 4 个 CpG 单位;按对 AD 复发的重要性排序)对 AD 复发的预测率达到 66.0%。这些发现表明,单个 OPRM1 启动子 CpG 单位的甲基化水平对纳曲酮反应的个体间差异没有显著贡献。然而,受试者的年龄与特定 OPRM1 启动子 CpG 单位簇相结合可能会影响纳曲酮治疗的结果。需要进一步研究 AD 患者接受纳曲酮治疗期间和之后 OPRM1 DNA 甲基化的变化。