• DocumentCode
    3339711
  • Title

    Prediction of therapeutic mechanisms of tripterygium wilfordii in rheumatoid arthritis using text mining and network-based analysis

  • Author

    Chen, Gao ; Jiang, Miao ; Lv, Cheng ; Lu, Ai-Ping

  • Author_Institution
    Sch. of Life Sci., Hubei Univ., Wuhan, China
  • Volume
    1
  • fYear
    2009
  • fDate
    14-16 Aug. 2009
  • Firstpage
    115
  • Lastpage
    119
  • Abstract
    We combine text mining with methods of systems biology for the first time, to predict functional networks for therapeutic mechanisms of Traditional Chinese Medicine in rheumatoid arthritis. The text mining results indicated rheumatoid arthritis highly associated with Tripterygium wilfordii, and eleven genes associated with both. Protein interaction information for these genes from databases and Literature data was visualized using cytoscape. Five highly-connected regions were detected by IPCA algorithm in this network. The most relevant functions and pathways were extracted from these subnetworks by BiNGO tool. Interestingly, regulation of defense response to virus and viral reproductive process were implicated by network-based analysis. Therefore, it was suggested that therapeutic mechanisms of Tripterygium wilfordii in rheumatoid arthritis should be involved in suppressing viral protein synthesis of infected cells and antiviral immune responses.
  • Keywords
    biology computing; cellular biophysics; data mining; diseases; genetics; molecular biophysics; patient treatment; proteins; BiNGO tool; Tripterygium wilfordii; antiviral immune responses; cytoscope; genes; infected cells; network-based analysis; protein interaction information; rheumatoid arthritis; text mining; therapeutic mechanisms; viral reproductive process; virus; Arthritis; Data mining; Data visualization; Diseases; Gene expression; Medical treatment; Proteins; Systems biology; Text mining; Visual databases; antivirus; rheumatoid arthritis; systems biology; text mining; tripterygium wilfordii;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IT in Medicine & Education, 2009. ITIME '09. IEEE International Symposium on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-3928-7
  • Electronic_ISBN
    978-1-4244-3930-0
  • Type

    conf

  • DOI
    10.1109/ITIME.2009.5236449
  • Filename
    5236449