• DocumentCode
    2925654
  • Title

    Define a function on gene order of DNA microarray data and use it to identify genes associated with Alzheimer´s disease

  • Author

    Hu, Ben-Qiong ; Shuai, Pei ; Shan, Zheng-chao ; Pang, Chao-Yang

  • Author_Institution
    Coll. of Manage. Sci., Chengdu Univ. of Technol., Chengdu, China
  • fYear
    2011
  • fDate
    8-10 Nov. 2011
  • Firstpage
    836
  • Lastpage
    839
  • Abstract
    Alzheimer´s disease (AD) is the most ordinary kind of dementia. Identifying genes associated with AD is a new topic, and the key is to design algorithm to search AD genes. Gene order is a permutation of genes in which similar genes are ordered together. In this paper, a function is defined on gene order, and function value measures the similarity degree between a gene and its neighbors. Through the function value, the neighbors of a gene can be identified. The genes keeping as neighbor of AD gene (APOE, presenilins 1 or 2) at any stage (control, incipient, moderate, severe) are identified as the candidate of the gene associated with AD, where AD gene has been proved acting risk factor of AD. Experiment results of this paper have been proved some genes associated with AD.
  • Keywords
    DNA; data handling; diseases; genetics; medical computing; risk analysis; AD gene; Alzheimer disease; DNA microarray data; dementia; gene order; gene permutation; risk factor; Alzheimer´s disease; DNA; Gene expression; Heating; Vectors; APOE (presenilins 1 or 2); Alzheimer´s Disease; Gene Expression; Gene Order;
  • 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.2011.6122708
  • Filename
    6122708