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用高清精准医学应对癫痫:综述

Tackling Epilepsy With High-definition Precision Medicine: A Review.

作者信息

Kearney Hugh, Byrne Susan, Cavalleri Gianpiero L, Delanty Norman

机构信息

FutureNeuro Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland.

Department of Neurology, Beaumont Hospital, Royal College of Surgeons in Ireland, Dublin, Ireland.

出版信息

JAMA Neurol. 2019 Sep 1;76(9):1109-1116. doi: 10.1001/jamaneurol.2019.2384.

Abstract

IMPORTANCE

Various types of epilepsy are a leading cause of neurological disability worldwide; they have in common a propensity to recurrent unprovoked seizures. There is increasing interest in the concept of precision medicine for therapy. While treatment aimed at the level of an ion channel or single pathway has provided benefits for a small number of individuals with genetically mediated cases, a high-definition approach extending beyond genes to a broader array of personalized factors may improve outcomes.

OBSERVATIONS

Advances in sequencing technologies have driven genetic discovery in epilepsy. This has provided targets for precision medicine in monogenic types of epilepsy. However, these typically represent a small subset of all types of epilepsy, and to date, precision medicine in epilepsy has primarily focused on seizure reduction. Such a unifocal view may overlook neurodevelopmental and neuropsychiatric comorbidities, which can be more challenging than the seizures themselves. Therefore, a panoramic approach to treatment encompassing both molecular diagnostic techniques and amelioration of network function by addressing factors beyond seizure reduction may be considered as part of a high-definition approach to tackling epilepsy.

CONCLUSIONS AND RELEVANCE

High-definition medicine will require the development of analytical techniques, including artificial intelligence, that use and combine behavioral, environmental, molecular genomic, chronotype, and microbiomic data to offer the best individualized therapeutic options for disease management in each person with epilepsy. While an accurate molecular diagnosis remains the first step of the iterative process to the development of a precision medicine for an epilepsy, treatment targeted at a single molecular pathway may reduce seizure frequency but are not likely to address the multiple comorbidities associated with involved aberrant neural networks. To provide an improvement in precision medicine for epilepsy, a high-definition approach may be required that encompasses a panoramic view of factors that can be manipulated either directly or indirectly, now and in the future.

摘要

重要性

各类癫痫是全球神经功能障碍的主要原因;它们的共同特点是容易反复出现无诱因发作。人们对精准医疗治疗的概念越来越感兴趣。虽然针对离子通道或单一通路水平的治疗已使少数患有基因介导病例的个体受益,但一种超越基因、涵盖更广泛个性化因素的高清方法可能会改善治疗效果。

观察结果

测序技术的进步推动了癫痫领域的基因发现。这为单基因类型癫痫的精准医疗提供了靶点。然而,这些通常仅占所有癫痫类型的一小部分,而且迄今为止,癫痫的精准医疗主要集中在减少发作上。这种单一焦点的观点可能会忽视神经发育和神经精神共病,而这些共病可能比癫痫发作本身更具挑战性。因此,一种包括分子诊断技术以及通过解决癫痫发作以外的因素来改善网络功能的全景式治疗方法,可被视为应对癫痫的高清方法的一部分。

结论与相关性

高清医学将需要开发分析技术,包括人工智能,利用并整合行为、环境、分子基因组、昼夜节律类型和微生物组数据,为每一位癫痫患者提供最佳的个性化治疗选择以进行疾病管理。虽然准确的分子诊断仍然是开发癫痫精准医疗迭代过程的第一步,但针对单一分子通路的治疗可能会降低癫痫发作频率,但不太可能解决与异常神经网络相关的多种共病。为了改进癫痫的精准医疗,可能需要一种高清方法,该方法应全面考虑当前及未来可直接或间接操控的各种因素。

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