• DocumentCode
    3299830
  • Title

    An image based system biology approach for Alzheimer´s disease pathway analysis

  • Author

    Huang, Yue ; Zhou, Xiaobo ; Miao, Benchun ; Lipinski, Marta ; Xia, Zheng ; Hu, Guangshu ; Degterev, Alexei ; Yuan, Junying ; Wong, Stephen T C

  • Author_Institution
    Dept. of Radiol., Methodist Hosp. Res. Inst., Houston, TX
  • fYear
    2009
  • fDate
    9-10 April 2009
  • Firstpage
    128
  • Lastpage
    132
  • Abstract
    We report multifactorial analysis of candidate mechanisms of Alzheimer´s disease utilizing high content analysis, gene expression microarray, and linear regression model to integrate neuronal imaging data with hippocampal gene expression data. Our analysis led to the identification of several genes that may contribute to different image traits or phenotypes in the amyloid-beta (Abeta) injured neurons. Gene network and biological pathways analysis for those genes were further analyzed and led to several novel pathways that may contribute to amyloid plaque triggered neurite loss.
  • Keywords
    diseases; genetics; neurophysiology; regression analysis; Alzheimer´s disease; disease pathway analysis; gene expression microarray; gene network; hippocampal gene expression; linear regression model; neuronal imaging data; system biology; Alzheimer´s disease; Bioinformatics; Biomedical imaging; Gene expression; Genomics; Image analysis; Linear regression; Microscopy; Neurons; Systems biology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Life Science Systems and Applications Workshop, 2009. LiSSA 2009. IEEE/NIH
  • Conference_Location
    Bethesda, MD
  • Print_ISBN
    978-1-4244-4292-8
  • Electronic_ISBN
    978-1-4244-4293-5
  • Type

    conf

  • DOI
    10.1109/LISSA.2009.4906726
  • Filename
    4906726