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

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
{"title":"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","authors":"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","doi":"10.1109/GENSIPS.2013.6735927","DOIUrl":null,"url":null,"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.","PeriodicalId":336511,"journal":{"name":"2013 IEEE International Workshop on Genomic Signal Processing and Statistics","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Deciphering chemically-induced reversible neurotoxicity by reconstructing perturbed pathways from time series microarray gene expression data\",\"authors\":\"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\",\"doi\":\"10.1109/GENSIPS.2013.6735927\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":336511,\"journal\":{\"name\":\"2013 IEEE International Workshop on Genomic Signal Processing and Statistics\",\"volume\":\"10 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 IEEE International Workshop on Genomic Signal Processing and Statistics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/GENSIPS.2013.6735927\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE International Workshop on Genomic Signal Processing and Statistics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GENSIPS.2013.6735927","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Deciphering chemically-induced reversible neurotoxicity by reconstructing perturbed pathways from time series microarray gene expression data
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信