Computational Modeling of the LHb-VTA Pathway in Major Depression Disorder

Chenhao Bao, Meihong Zheng
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Abstract

Major depression disorder (MDD) is a prevalent but severe psychiatric disorder, yet it is unclear how MDD is induced. Recently, accumulated evidence of in vivo animal experiments suggested that the lateral habenula (LHb) might play an important role in regulating the brain's dopamine (DA)ergic mechanism. Some abnormal changes and activities in the LHb region may lead to the excessive inhibition of the downstream DAergic neurons and thus induce MDD symptoms. However, how these abnormalities in the LHb cause the excessive inhibition of the DAergic neurons is still not clearly demonstrated. In this paper, we built a computational model for the pathway between the LHb and the ventral tegmental area (VTA) to simulate the different neurophysiological processes with the LHb regulation in healthy and MDD individuals. From the simulation results of the LHb-VTA pathway model we found that both the firing pattern conversion of the LHb neuron from regular tonic to burst, and the overexpression of Kir channel proteins on the LHb astrocyte membrane could more strongly inhibit the VTA DAergic neuron, which corresponds to the experimental results of previous in vivo animal studies. Our model and simulation results may shed light on future studies to further understand the pathology of MDD.
重性抑郁症LHb-VTA通路的计算建模
重度抑郁症(MDD)是一种普遍但严重的精神疾病,但目前尚不清楚MDD是如何诱发的。近年来,越来越多的动物体内实验证据表明,外侧habenula (LHb)可能在调节大脑多巴胺(DA)的能量机制中发挥重要作用。LHb区的一些异常变化和活动可能导致下游DAergic神经元过度抑制,从而诱发MDD症状。然而,LHb的这些异常是如何导致DAergic神经元过度抑制的尚不清楚。在本文中,我们建立了LHb与腹侧被盖区(VTA)之间通路的计算模型,模拟LHb在健康个体和重度抑郁症个体中调节的不同神经生理过程。通过LHb-VTA通路模型的模拟结果,我们发现LHb神经元从常规强直到爆发的放电模式转换,以及LHb星形胶质细胞膜上Kir通道蛋白的过表达,都能较强地抑制VTA能神经元,这与前期在体动物研究的实验结果相对应。我们的模型和模拟结果可能为未来进一步了解重度抑郁症的病理研究提供启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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