Title: Analysis for biological network properties of Alzheimer's disease associated gene set by enrichment and topological examinations
Authors: Ashwani Kumar; Tiratha Raj Singh
Addresses: Department of Biotechnology and Bioinformatics, Jaypee University of Information Technology, Waknaghat, Solan 173234, HP, India ' Department of Biotechnology and Bioinformatics, Jaypee University of Information Technology, Waknaghat, Solan 173234, HP, India
Abstract: Deciphering the mechanisms of all advanced interactions related to numerous signal pathways could be a unique step within the study of network-based information. Heuristic approaches are conventionally used across the globe to derive a decisive perspective of the network-based information by distinctive connected biological networks. We applied systems biology approach which has enrichment analysis of Alzheimer's disease (AD) gene set and topological enrichment analyses. Exploration of pathway ranking and multivariate analysis on the basis of XD-Score and Fisher q-value is additionally elucidated. Topology-based enrichment studies gave insights on necessary parameters such as shortest path length, node betweenness, degree, clustering coefficient etc. with AD. Mostly applied statistical scores were high (5.062) at a major threshold (0.74). A linear fit in regression plot and enrichment in associated gene pathways were ascertained. It is concluded that the proposed enrichment study could help in the disease regulatory processes after careful consideration at experimental examinations.
Keywords: Alzheimer's disease; fisher q-value; protein-protein interactions; systems biology; topology analysis; XD-score.
International Journal of Bioinformatics Research and Applications, 2017 Vol.13 No.3, pp.214 - 222
Available online: 08 Aug 2017 *Full-text access for editors Access for subscribers Purchase this article Comment on this article