• DocumentCode
    143957
  • Title

    Systematic pipeline for the analysis of microRNA-gene interactions in active and latent TB infection

  • Author

    Weng, Julia Tzu-Ya ; Kai-Yao Huang ; Shih-Wei Lee ; Wu, Lawrence Shih-Hsin ; Yi-Cheng Chen ; Tzong-Yi Lee

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Yuan Ze Univ., Taoyuan, Taiwan
  • fYear
    2014
  • fDate
    11-14 April 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Tuberculosis (TB) is the second most common cause of death from infectious diseases. About 90% of those infected are asymptomatic-the so-called latent TB infections (LTBI), with a 10% lifetime chance of progressing to active TB. Several gene expression studies have compared healthy controls versus active TB or LTBI patients. The results vary due to diverse genetic background, study designs, and the inherent complexity of the disease process. Thus, developing a sensitive and efficient method for the detection of LTBI is both crucial and challenging. Our objective was to establish an efficient and cost-effective pipeline for gene and microRNA expression profiling in TB and LTBI. We attempted to investigate the interaction between these two types of molecular signatures as biomarkers for a more sensitive and specific differentiation among active TB, LTBI, and healthy individuals. Following our systematic pipeline, we have uncovered novel differences specific to the Taiwanese population. Differentially expressed microRNAs and their interactions with the corresponding target genes will serve as potential molecular signatures to enhance our understanding of the underlying mechanisms of TB and facilitate the development for a more sensitive diagnostic assay for LTBI.
  • Keywords
    RNA; diseases; genetics; molecular biophysics; patient diagnosis; Taiwanese population; active TB infection; biomarkers; diagnostic assay; gene expression; infectious diseases; latent TB infection; microRNA expression profiling; microRNA-gene interactions; molecular signatures; systematic pipeline; tuberculosis; Arrays; Bioinformatics; Diseases; Gene expression; Immune system; RNA; Systematics; gene expression; latent infection; microRNA; tuberculosis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioelectronics and Bioinformatics (ISBB), 2014 IEEE International Symposium on
  • Conference_Location
    Chung Li
  • Print_ISBN
    978-1-4799-2769-2
  • Type

    conf

  • DOI
    10.1109/ISBB.2014.6820927
  • Filename
    6820927