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Computer modelling of epilepsy

机译:癫痫的计算机建模

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Epilepsy is a complex set of disorders that can involve many areas of the cortex, as well as underlying deep-brain systems. The myriad manifestations of seizures, which can be as varied as déjà vu and olfactory hallucination, can therefore give researchers insights into regional functions and relations. Epilepsy is also complex genetically and pathophysiologically: it involves microscopic (on the scale of ion channels and synaptic proteins), macroscopic (on the scale of brain trauma and rewiring) and intermediate changes in a complex interplay of causality. It has long been recognized that computer modelling will be required to disentangle causality, to better understand seizure spread and to understand and eventually predict treatment efficacy. Over the past few years, substantial progress has been made in modelling epilepsy at levels ranging from the molecular to the socioeconomic. We review these efforts and connect them to the medical goals of understanding and treating the disorder.
机译:癫痫病是一系列复杂的疾病,可能涉及皮质的许多区域以及潜在的深脑系统。癫痫发作的无数种表现可能像déjàvu和嗅觉幻觉一样多种多样,因此可以使研究人员深入了解区域功能和关系。癫痫在遗传和病理生理上也很复杂:它涉及微观(在离子通道和突触蛋白的范围内),宏观(在脑部创伤和重新布线的范围内)以及因果关系的复杂相互作用中的中间变化。早已认识到,将需要使用计算机建模来消除因果关系,更好地了解癫痫发作的传播以及了解并最终预测治疗效果。在过去的几年中,癫痫建模的研究已取得了实质性进展,其水平从分子到社会经济。我们回顾了这些努力,并将它们与了解和治疗疾病的医学目标联系起来。

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