• 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