Suppr超能文献

人类皮质神经元中的CpH甲基化组分析确定了阿片类药物使用障碍的新基因途径和药物靶点。

CpH methylome analysis in human cortical neurons identifies novel gene pathways and drug targets for opioid use disorder.

作者信息

Nagamatsu Sheila T, Rompala Gregory, Hurd Yasmin L, Núñez-Rios Diana L, Montalvo-Ortiz Janitza L

机构信息

Division of Human Genetics, Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States.

VA Connecticut (VA CT) Healthcare Center, West Haven, CT, United States.

出版信息

Front Psychiatry. 2023 Jan 19;13:1078894. doi: 10.3389/fpsyt.2022.1078894. eCollection 2022.

Abstract

INTRODUCTION

DNA methylation (DNAm), an epigenetic mechanism, has been associated with opioid use disorder (OUD) in preclinical and human studies. However, most of the studies have focused on DNAm at CpG sites. DNAm at non-CpG sites (mCpHs, where H indicates A, T, or C) has been recently shown to have a role in gene regulation and to be highly abundant in neurons. However, its role in OUD is unknown. This work aims to evaluate mCpHs in the human postmortem orbital frontal cortex (OFC) in the context of OUD.

METHODS

A total of 38 Postmortem OFC samples were obtained from the VA Brain Bank (OUD = 12; Control = 26). mCpHs were assessed using reduced representation oxidative bisulfite sequencing in neuronal nuclei. Differential analysis was performed using the "methylkit" R package. Age, ancestry, postmortem interval, PTSD, and smoking status were included as covariates. Significant mCpHs were set at -value < 0.05. Gene Ontology (GO) and KEGG enrichment analyses were performed for the annotated genes of all differential mCpH loci using String, ShinyGO, and amiGO software. Further, all annotated genes were analyzed using the Drug gene interaction database (DGIdb).

RESULTS

A total of 2,352 differentially methylated genome-wide significant mCpHs were identified in OUD, mapping to 2,081 genes. GO analysis of genes with differential mCpH loci showed enrichment for nervous system development (-value = 2.32E-19). KEGG enrichment analysis identified axon guidance and glutamatergic synapse (FDR 9E-4-2.1E-2). Drug interaction analysis found 3,420 interactions between the annotated genes and drugs, identifying interactions with 15 opioid-related drugs, including lofexidine and tizanidine, both previously used for the treatment of OUD-related symptoms.

CONCLUSION

Our findings suggest a role of mCpHs for OUD in cortical neurons and reveal important biological pathways and drug targets associated with the disorder.

摘要

引言

DNA甲基化(DNAm)作为一种表观遗传机制,在临床前和人体研究中均与阿片类物质使用障碍(OUD)相关。然而,大多数研究都集中在CpG位点的DNAm。非CpG位点(mCpHs,其中H代表A、T或C)的DNAm最近被证明在基因调控中起作用,并且在神经元中高度丰富。然而,其在OUD中的作用尚不清楚。本研究旨在评估死后人体眶额皮质(OFC)中mCpHs在OUD背景下的情况。

方法

从VA脑库获得了总共38个死后OFC样本(OUD组 = 12个;对照组 = 26个)。使用神经元细胞核中的简化代表性氧化亚硫酸氢盐测序评估mCpHs。使用“methylkit”R包进行差异分析。将年龄、祖先、死后间隔、创伤后应激障碍(PTSD)和吸烟状况作为协变量纳入。显著的mCpHs设定为p值 < 0.05。使用String、ShinyGO和amiGO软件对所有差异mCpH位点的注释基因进行基因本体(GO)和KEGG富集分析。此外,使用药物基因相互作用数据库(DGIdb)对所有注释基因进行分析。

结果

在OUD中总共鉴定出2352个全基因组显著差异甲基化的mCpHs,映射到2081个基因。对具有差异mCpH位点的基因进行GO分析显示,其在神经系统发育方面富集(p值 = 2.32E - 19)。KEGG富集分析确定了轴突导向和谷氨酸能突触(错误发现率9E - 4 - 2.1E - 2)。药物相互作用分析发现注释基因与药物之间存在3420种相互作用,确定了与15种阿片类相关药物的相互作用,包括洛非西定和替扎尼定,这两种药物以前都用于治疗与OUD相关的症状。

结论

我们的研究结果表明mCpHs在皮质神经元的OUD中起作用,并揭示了与该疾病相关的重要生物学途径和药物靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/500b/9892724/84f11e3693f5/fpsyt-13-1078894-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验