Network mirroring for drug repositioning.

Journal: BMC medical informatics and decision making
Published Date:

Abstract

BACKGROUND: Although drug discoveries can provide meaningful insights and significant enhancements in pharmaceutical field, the longevity and cost that it takes can be extensive where the success rate is low. In order to circumvent the problem, there has been increased interest in 'Drug Repositioning' where one searches for already approved drugs that have high potential of efficacy when applied to other diseases. To increase the success rate for drug repositioning, one considers stepwise screening and experiments based on biological reactions. Given the amount of drugs and diseases, however, the one-by-one procedure may be time consuming and expensive.

Authors

  • Sunghong Park
    Department of Industrial Engineering, Ajou University, 206 Worldcup-ro, Yeongtong-gu, Suwon, 16499, South Korea.
  • Dong-Gi Lee
    Department of Industrial Engineering, Ajou University, 206 Worldcup-ro, Yeongtong-gu, Suwon, 16499, South Korea.
  • Hyunjung Shin
    Department of Industrial Engineering, Ajou University, Wonchun-dong, Yeongtong-gu, Suwon, 443-749, South Korea. shin@ajou.ac.kr.