DocumentCode :
262632
Title :
Transcriptome Data Visualization in Pathways with Application to Zebrafish Embryo Datasets
Author :
Chien Ming Chen ; Kuan Jung Lai ; Tun Wen Pai ; Hao Teng Chang
Author_Institution :
Dept. of Comput. Sci. & Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan
fYear :
2014
fDate :
2-4 July 2014
Firstpage :
515
Lastpage :
518
Abstract :
Gene expression data analysis from high throughput approaches is complicated due to its abundant scales. It is especially difficult to analyze and categorize temporal differential expression of gene groups and discover interactive relationship among genes from single gene observation. Hence, integration of temporal gene expression data and biological pathway information may provide a powerful approach for understanding dynamic gene regulatory networks. In this study, we adopted the expression data from a series of zebra fish embryo developmental stages, and integrated with KEGG biological pathways to display dynamic gene expression through both heat map and 3D visualization methods in a temporal version. Through filtering analysis, all drastically varied gene expression could be identified at different time and it reflected how these key genes play important roles during embryogenic development. The designed system could retrieve important information for temporal gene expression constrained to a specific group of genes.
Keywords :
bioinformatics; data visualisation; genetics; 3D visualization methods; KEGG biological pathways; biological pathway information; categorize temporal differential expression; dynamic gene expression; dynamic gene regulatory networks; embryogenic development; filtering analysis; gene expression data analysis; heat map; interactive relationship; single gene observation; temporal gene expression data; temporal version; transcriptome data visualization; zebra fish embryo developmental stages; zebrafish embryo datasets; Databases; Embryo; Gene expression; Heating; Probes; Three-dimensional displays; biological pathway; embryogenic development; microarray;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Complex, Intelligent and Software Intensive Systems (CISIS), 2014 Eighth International Conference on
Conference_Location :
Birmingham
Print_ISBN :
978-1-4799-4326-5
Type :
conf
DOI :
10.1109/CISIS.2014.74
Filename :
6915566
Link To Document :
بازگشت