Leveraging DNA methylation to predict treatment response in major depressive disorder: A critical review

IF 1.6 3区 医学 Q3 GENETICS & HEREDITY
Jan Dahrendorff, Glenn Currier, Monica Uddin
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Abstract

Major depressive disorder (MDD) is a debilitating and prevalent mental disorder with a high disease burden. Despite a wide array of different treatment options, many patients do not respond to initial treatment attempts. Selection of the most appropriate treatment remains a significant clinical challenge in psychiatry, highlighting the need for the development of biomarkers with predictive utility. Recently, the epigenetic modification DNA methylation (DNAm) has emerged to be of great interest as a potential predictor of MDD treatment outcomes. Here, we review efforts to date that seek to identify DNAm signatures associated with treatment response in individuals with MDD. Searches were conducted in the databases PubMed, Scopus, and Web of Science with the concepts and keywords MDD, DNAm, antidepressants, psychotherapy, cognitive behavior therapy, electroconvulsive therapy, transcranial magnetic stimulation, and brain stimulation therapies. We identified 32 studies implicating DNAm patterns associated with MDD treatment outcomes. The majority of studies (N = 25) are focused on selected target genes exploring treatment outcomes in pharmacological treatments (N = 22) with a few studies assessing treatment response to electroconvulsive therapy (N = 3). Additionally, there are few genome-scale efforts (N = 7) to characterize DNAm patterns associated with treatment outcomes. There is a relative dearth of studies investigating DNAm patterns in relation to psychotherapy, electroconvulsive therapy, or transcranial magnetic stimulation; importantly, most existing studies have limited sample sizes. Given the heterogeneity in both methods and results of studies to date, there is a need for additional studies before existing findings can inform clinical decisions.

利用 DNA 甲基化预测重度抑郁障碍的治疗反应:重要综述
重度抑郁障碍(MDD)是一种使人衰弱的常见精神障碍,疾病负担沉重。尽管有多种不同的治疗选择,但许多患者对最初的治疗尝试并无反应。选择最合适的治疗方法仍然是精神病学面临的一项重大临床挑战,这凸显了开发具有预测作用的生物标志物的必要性。最近,作为 MDD 治疗结果的潜在预测指标,表观遗传修饰 DNA 甲基化(DNAm)引起了人们的极大兴趣。在此,我们回顾了迄今为止试图确定与 MDD 患者治疗反应相关的 DNAm 标志的工作。我们在 PubMed、Scopus 和 Web of Science 数据库中以 MDD、DNAm、抗抑郁药、心理疗法、认知行为疗法、电休克疗法、经颅磁刺激和脑刺激疗法等概念和关键词进行了搜索。我们确定了 32 项与 MDD 治疗结果相关的 DNAm 模式研究。大多数研究(N = 25)都集中在选定的靶基因上,探讨药物治疗的疗效(N = 22),只有少数研究评估了电休克疗法的治疗反应(N = 3)。此外,很少有基因组规模的研究(7 项)来描述与治疗结果相关的 DNAm 模式。调查与心理疗法、电休克疗法或经颅磁刺激相关的DNAm模式的研究相对较少;重要的是,大多数现有研究的样本量有限。鉴于迄今为止的研究在方法和结果上都存在异质性,因此在现有研究结果能够为临床决策提供参考之前,还需要进行更多的研究。
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来源期刊
CiteScore
5.90
自引率
7.10%
发文量
40
审稿时长
4-8 weeks
期刊介绍: Neuropsychiatric Genetics, Part B of the American Journal of Medical Genetics (AJMG) , provides a forum for experimental and clinical investigations of the genetic mechanisms underlying neurologic and psychiatric disorders. It is a resource for novel genetics studies of the heritable nature of psychiatric and other nervous system disorders, characterized at the molecular, cellular or behavior levels. Neuropsychiatric Genetics publishes eight times per year.
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