• DocumentCode
    1641625
  • Title

    Benefits of using paired controls for analyzing gene expression of prostate cancer

  • Author

    Haney, Scott ; Kam, Moshe ; Hrebien, Leonid

  • Author_Institution
    Electr. Eng., Drexel Univ., Philadelphia, PA
  • fYear
    2008
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    The genetics of prostate cancer are highly variable and not well understood. No consistent pattern of mutations across prostate cancer samples has yet been found. Due to this inherent heterogeneity it is natural to wonder whether or not using paired controls in gene expression studies might be useful. Although other studies have previously analyzed the use of paired controls for the expression of a handful of genes at a time no study has yet been performed to assess the benefits of using paired controls rather than independent controls on a large scale. By using a prostate cancer microarray data set that consisted of 58 pairs of paired cancer and control samples as well as 18 independent controls we found that searches for differentially expressed genes and for upregulated genes were significantly enhanced by using paired controls instead of independent controls.
  • Keywords
    cancer; data analysis; genetics; gene expression analysis; genetics; paired controls; prostate cancer microarray data set; Autopsy; Breast cancer; Breast neoplasms; Gene expression; Genetic mutations; Large-scale systems; Performance analysis; Performance evaluation; Prostate cancer; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
  • Conference_Location
    Athens
  • Print_ISBN
    978-1-4244-2844-1
  • Electronic_ISBN
    978-1-4244-2845-8
  • Type

    conf

  • DOI
    10.1109/BIBE.2008.4696742
  • Filename
    4696742