title: Comparison of Perturbed Pathways in Two Different Cell Models for Parkinson's Disease with Structural Equation Model.
abstract: Increasing evidence indicates that different morphological types of cell death coexist in the brain of patients with Parkinson's disease (PD), but the molecular explanation for this is still under investigation. In this study, we identified perturbed pathways in two different cell models for PD through the following procedures: (1) enrichment pathway analysis with differentially expressed genes and the Reactome pathway database, and (2) construction of the shortest path model for the enriched pathway and detection of significant shortest path model with fitting time-course microarray data of each PD cell model to structural equation model. Two PD cell models constructed by the same neurotoxin showed different perturbed pathways. That is, one showed perturbation of three Reactome pathways, including cellular senescence, chromatin modifying enzymes, and chromatin organization, while six modules within metabolism pathway represented perturbation in the other. This suggests that the activation of common upstream cell death pathways in PD may result in various down-stream processes, which might be associated with different morphological types of cell death. In addition, our results might provide molecular clues for coexistence of different morphological types of cell death in PD patients.
authors.affiliation: 1 Département de Chimie, B6c, Université de Liège , Liège, Belgium .
authors.forename: Daniele
authors.initials: D
authors.lastname: Pepe
authors.affiliation: 2 Department of Biomolecular and Chemical Engineering, DongYang University , Yeongju, Korea.
authors.forename: Jin Hwan
authors.initials: JH
authors.lastname: Do
keywords: gene expression; graphs and networks; statistical models