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Defining Precision Medicine Approaches to Autism Spectrum Disorders: Concepts and Challenges

机译:定义精准医学方法来治疗自闭症谱系障碍:概念和挑战

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The tremendous clinical and etiological variability between individuals with autism spectrum disorder (ASD) has made precision medicine the most promising treatment approach. It aims to combine new pathophysiologically based treatments with objective tests (stratification biomarkers) to predict which treatment may be beneficial for a particular person. Here we discuss significant advances and current challenges for this approach: rare monogenic forms of ASD have provided a major breakthrough for the identification of treatment targets by providing a means to trace causal links from a gene to specific molecular alterations and biological pathways. To estimate whether treatment targets thus identified may be useful for larger patient groups we need a better understanding of whether different etiologies (i.e., genetic and environmental risk factors acting at different critical time points) lead to convergent or divergent molecular mechanisms, and how they map onto differences in circuit-level brain and cognitive development, and behavioral symptom profiles. Several recently failed clinical trials with syndromic forms of ASD provide valuable insights into conceptual and methodological issues linked to limitations in the translatability from animal models to humans, placebo effects, and a need for mechanistically plausible, objective outcome measures. To identify stratification biomarkers that enrich participant selection in clinical trials, large-scale multi-modal longitudinal observational studies are underway. Addressing these different factors in the next generation of research studies requires a translatable developmental perspective and multidisciplinary, collaborative efforts, with a commitment to sharing protocols and data, to increase transparency and reproducibility.
机译:自闭症谱系障碍(ASD)个体之间巨大的临床和病因学差异使精密医学成为最有前途的治疗方法。它旨在将基于病理生理学的新疗法与客观检测(分层生物标记物)相结合,以预测哪种疗法可能对特定人有益。在这里,我们讨论这种方法的重大进展和当前挑战:稀有的单基因ASD形式通过提供一种手段来追踪从基因到特定分子改变和生物学途径的因果关系,为鉴定治疗目标提供了重大突破。为了估计由此确定的治疗目标是否可能对更大的患者群体有用,我们需要更好地了解不同的病因(即,在不同关键时间点起作用的遗传和环境风险因素)是否会导致趋同或不同的分子机制,以及它们如何定位在电路级大脑和认知发展以及行为症状方面的差异。最近几项以ASD症状形式出现的临床试验失败,这些研究为概念和方法论问题提供了宝贵的见解,这些问题与从动物模型到人类的可翻译性的局限性,安慰剂作用以及需要机械上可行的客观结果测量方法有关。为了鉴定分层生物标志物,以丰富临床试验中的参与者选择,正在进行大规模的多模式纵向观察研究。要在下一代研究中解决这些不同的因素,就需要具有可转换的发展视角和跨学科的协作努力,并致力于共享协议和数据,以提高透明度和可重复性。

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