• DocumentCode
    599138
  • Title

    A network and functional investigation of illicit drugs and their targets

  • Author

    Atreya, R.V. ; Jingchun Sun ; Zhongming Zhao

  • Author_Institution
    Sch. of Med., Dept. of Biomed. Inf., Vanderbilt Univ., Nashville, TN, USA
  • fYear
    2012
  • fDate
    4-7 Oct. 2012
  • Firstpage
    564
  • Lastpage
    569
  • Abstract
    The use of illicit drugs places a large burden on the American healthcare system due to their detrimental effects on patients and their families. Network pharmacology is a novel approach to investigate drug actions. This study seeks to investigate illicit drugs and their targets in the context of a drug-protein network to elucidate the molecular mechanisms of abused drugs. We extracted 188 illicit substances from the DrugBank database. Among them, 86 drugs had 74 unique human targets, which formed a drug-target network specific for illicit drugs. We then analyzed the network by superimposing enriched pathways of these targets, drug categories, and network clusters. We found that four sub-networks corresponded to three major medication categories: depressants, stimulants, and narcotics & analgesics. The results not only provide novel insights on illicit drug actions but also illustrate that the methods utilized here can identify important drugs and targets. This study represents the first systematic investigation of drug-target interactions in drug addiction.
  • Keywords
    drugs; health care; American healthcare system; DrugBank database; analgesics; depressants; drug actions; drug addiction; drug category; drug-protein network; drug-target interactions; drug-target network; illicit drugs; narcotics; network clusters; network pharmacology; stimulants; Calcium; Databases; Drugs; Genetics; Junctions; Proteins;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine Workshops (BIBMW), 2012 IEEE International Conference on
  • Conference_Location
    Philadelphia, PA
  • Print_ISBN
    978-1-4673-2746-6
  • Electronic_ISBN
    978-1-4673-2744-2
  • Type

    conf

  • DOI
    10.1109/BIBMW.2012.6470201
  • Filename
    6470201