• DocumentCode
    2925628
  • Title

    The framework of applying vertex coloring method to identify genes associated with Alzheimer´s diseases basing on gene expression

  • Author

    Hu, Ben-Qiong ; Li, Xu ; Zhou, Jiang-Lin ; Pang, Chao-Yang

  • Author_Institution
    Coll. of Manage. Sci., Chengdu Univ. of Technol., Chengdu, China
  • fYear
    2011
  • fDate
    8-10 Nov. 2011
  • Firstpage
    832
  • Lastpage
    835
  • Abstract
    Alzheimer´s disease (AD) is the most common form of dementia. One of the research topics is to identify the genes associated with AD through analyzing DNA microarray data by computation. Holding view of vertex coloring of graph theory, in this paper, a new clustering method named vertex coloring clustering (VCC) is presented. VCC is specified for gene clustering, which makes similar gene expression cluster tightly in same class and they share same gene characteristics or function. So, VCC can be also used to identify the genes associated with AD. Using VCC, 27 candidate AD genes are identified in this paper, and 5 genes agree with other men´s study.
  • Keywords
    bioinformatics; diseases; genetics; graph colouring; lab-on-a-chip; AD gene; Alzheimer disease; DNA microarray data; dementia; gene expression cluster; gene identification; vertex coloring clustering; vertex graph coloring method; Alzheimer´s disease; Clustering algorithms; Educational institutions; Gene expression; Image color analysis; Proteins; Alzheimer´ disease; DNA Microarray Data; Gene Expression; Vertex coloring;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing (GrC), 2011 IEEE International Conference on
  • Conference_Location
    Kaohsiung
  • Print_ISBN
    978-1-4577-0372-0
  • Type

    conf

  • DOI
    10.1109/GRC.2011.6122707
  • Filename
    6122707