神经科学
全基因组关联研究
精神分裂症(面向对象编程)
生物
离子通道
单核苷酸多态性
神经元
遗传关联
钙显像
基因
计算生物学
遗传学
钙
心理学
化学
受体
精神科
基因型
有机化学
作者
Tuomo Mäki‐Marttunen,Geir Halnes,Anna Devor,Aree Witoelar,Francesco Bettella,Srdjan Djurovic,Yunpeng Wang,Gaute T. Einevoll,Ole A. Andreassen,Anders M. Dale
出处
期刊:Cornell University - arXiv
日期:2015-01-01
标识
DOI:10.48550/arxiv.1509.07258
摘要
Background: Recent genome-wide association studies (GWAS) have identified a large number of genetic risk factors for schizophrenia (SCZ) featuring ion channels and calcium transporters. For some of these risk factors, independent prior investigations have examined the effects of genetic alterations on the cellular electrical excitability and calcium homeostasis. In the present proof-of-concept study, we harnessed these experimental results for modeling of computational properties on layer V cortical pyramidal cell and identify possible common alterations in behavior across SCZ-related genes. Methods: We applied a biophysically detailed multi-compartmental model to study the excitability of a layer V pyramidal cell. We reviewed the literature on functional genomics for variants of genes associated with SCZ, and used changes in neuron model parameters to represent the effects of these variants. Results: We present and apply a framework for examining the effects of subtle single nucleotide polymorphisms in ion channel and Ca2+ transporter-encoding genes on neuron excitability. Our analysis indicates that most of the considered SCZ- related genetic variants affect the spiking behavior and intracellular calcium dynamics resulting from summation of inputs across the dendritic tree. Conclusions: Our results suggest that alteration in the ability of a single neuron to integrate the inputs and scale its excitability may constitute a fundamental mechanistic contributor to mental disease, alongside with the previously proposed deficits in synaptic communication and network behavior.
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