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精神病背景下经颅直流电刺激(tDCS)时脑电图起源的数学模型见解

Mathematical Model Insights into EEG Origin under Transcranial Direct Current Stimulation (tDCS) in the Context of Psychosis.

作者信息

Riedinger Joséphine, Hutt Axel

机构信息

MLMS, MIMESIS, Université de Strasbourg, CNRS, lnria, ICube, 67000 Strasbourg, France.

INSERM, U1114, Neuropsychologie Cognitive et Physiopathologie de la Schizophrénie, 67085 Strasbourg, France.

出版信息

J Clin Med. 2022 Mar 26;11(7):1845. doi: 10.3390/jcm11071845.

DOI:10.3390/jcm11071845
PMID:35407453
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8999473/
Abstract

Schizophrenia is a psychotic disease that develops progressively over years with a transition from prodromal to psychotic state associated with a disruption in brain activity. Transcranial Direct Current Stimulation (tDCS), known to alleviate pharmaco-resistant symptoms in patients suffering from schizophrenia, promises to prevent such a psychotic transition. To understand better how tDCS affects brain activity, we propose a neural cortico-thalamo-cortical (CTC) circuit model involving the Ascending Reticular Arousal System (ARAS) that permits to describe major impact features of tDCS, such as excitability for short-duration stimulation and electroencephalography (EEG) power modulation for long-duration stimulation. To this end, the mathematical model relates stimulus duration and Long-Term Plasticity (LTP) effect, in addition to describing the temporal LTP decay after stimulus offset. This new relation promises to optimize future stimulation protocols. Moreover, we reproduce successfully EEG-power modulation under tDCS in a ketamine-induced psychosis model and confirm the N-methyl-d-aspartate (NMDA) receptor hypofunction hypothesis in the etiopathophysiology of schizophrenia. The model description points to an important role of the ARAS and the δ-rhythm synchronicity in CTC circuit in early-stage psychosis.

摘要

精神分裂症是一种精神病性疾病,多年来逐渐发展,从前驱期过渡到精神病状态,伴有大脑活动紊乱。经颅直流电刺激(tDCS)已知可缓解精神分裂症患者的药物抵抗症状,有望预防这种精神病性转变。为了更好地理解tDCS如何影响大脑活动,我们提出了一种涉及上行网状激活系统(ARAS)的神经皮质-丘脑-皮质(CTC)电路模型,该模型能够描述tDCS的主要影响特征,如短时间刺激的兴奋性和长时间刺激的脑电图(EEG)功率调制。为此,该数学模型除了描述刺激停止后的时间性长时程增强(LTP)衰减外,还将刺激持续时间与LTP效应联系起来。这种新关系有望优化未来的刺激方案。此外,我们在氯胺酮诱导的精神病模型中成功再现了tDCS下的EEG功率调制,并证实了精神分裂症病因病理生理学中的N-甲基-D-天冬氨酸(NMDA)受体功能低下假说。模型描述指出了ARAS和早期精神病中CTC电路中δ节律同步性的重要作用。

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Transcranial direct current stimulation of cerebellum alters spiking precision in cerebellar cortex: A modeling study of cellular responses.经颅直流电刺激小脑改变小脑皮层的发放精度:对细胞反应的建模研究。
PLoS Comput Biol. 2021 Dec 9;17(12):e1009609. doi: 10.1371/journal.pcbi.1009609. eCollection 2021 Dec.
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Personalized brain stimulation for effective neurointervention across participants.
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PLoS Comput Biol. 2021 Sep 9;17(9):e1008886. doi: 10.1371/journal.pcbi.1008886. eCollection 2021 Sep.
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Biology (Basel). 2021 Aug 10;10(8):764. doi: 10.3390/biology10080764.
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