• DocumentCode
    3239239
  • Title

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

  • Author

    Yi Yang ; Si Li ; Maxwell, Andrew S. ; Barker, Natalie D. ; Yan Peng ; Ying Li ; Haoni Li ; Xi Wu ; Peng Li ; Tao Huang ; Chenhua Zhang ; Nan Wang ; Perkins, Edward J. ; Chaoyang Zhang ; Ping Gong

  • Author_Institution
    Sch. of Comput., Univ. of Southern Mississippi, Hattiesburg, MS, USA
  • fYear
    2013
  • fDate
    17-19 Nov. 2013
  • Firstpage
    45
  • Lastpage
    48
  • 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.
  • Keywords
    bioinformatics; data analysis; molecular biophysics; reverse engineering; time series; GABAergic synapse pathways; RDX; bioinformatics-guided reverse engineering approach; carbaryl; chemically-induced reversible neurotoxicity deciphering; cholinergic synapse pathways; earthworms; molecular mechanism; neuronal activity; perturbed pathway reconstruction; seizures; time series microarray gene expression data analysis; Arrays; Bioinformatics; Chemicals; Gene expression; Grippers; RNA; Time series analysis; KEGG pathway; differential gene interaction network; earthworm; reversible neurotoxicity; time course gene expression dataset;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Genomic Signal Processing and Statistics (GENSIPS), 2013 IEEE International Workshop on
  • Conference_Location
    Houston, TX
  • Print_ISBN
    978-1-4799-3461-4
  • Type

    conf

  • DOI
    10.1109/GENSIPS.2013.6735927
  • Filename
    6735927