Deciphering chemically-induced reversible neurotoxicity by reconstructing perturbed pathways from time series microarray gene expression data

Yi Yang, Si Li, Andrew S. Maxwell, Natalie D. Barker, Yan Peng, Y. Li, Haoni Li, Xi Wu, Pengcheng Li, Tao Huang, Chenhua Zhang, Nan Wang, E. Perkins, Chaoyang Zhang, P. Gong
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引用次数: 2

Abstract

The etiology of chemically-induced neurotoxicity like seizures is poorly understood. Using reversible neurotoxicity induced by two neurotoxicants as example, we demonstrate that a bioinformatics-guided reverse engineering approach can be applied to analyze time series microarray gene expression data and uncover the underlying molecular mechanism. Our results reinforce previous findings that cholinergic and GABAergic synapse pathways are the target of carbaryl and RDX, respectively. We also conclude that perturbations to these pathways by sublethal concentrations of RDX and carbaryl were temporary, and earthworms were capable of fully recovering at the end of the 7-day recovery phase. In addition, our study indicates that many pathways other than those related to synaptic and neuronal activities were altered during the 6-day exposure phase.
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通过重构时间序列微阵列基因表达数据的扰动通路,破译化学诱导的可逆性神经毒性
化学诱发的神经毒性如癫痫的病因尚不清楚。以两种神经毒物诱导的可逆性神经毒性为例,我们证明了生物信息学指导的逆向工程方法可以应用于分析时间序列微阵列基因表达数据并揭示潜在的分子机制。我们的研究结果强化了先前的发现,即胆碱能和gaba能突触通路分别是西威因和RDX的靶点。我们还得出结论,亚致死浓度的RDX和西威因对这些途径的干扰是暂时的,蚯蚓能够在7天的恢复阶段结束时完全恢复。此外,我们的研究表明,除了与突触和神经元活动相关的通路外,许多通路在6天的暴露阶段发生了改变。
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