Bioinformatics-based tools in drug discovery: the cartography from single gene to integrative biological networks

Drug Discov Today. 2018 Sep;23(9):1658-1665. doi: 10.1016/j.drudis.2018.05.041. Epub 2018 Jun 1.

Abstract

Originally developed for the analysis of biological sequences, bioinformatics has advanced into one of the most widely recognized domains in the scientific community. Despite this technological evolution, there is still an urgent need for nontoxic and efficient drugs. The onus now falls on the 'omics domain to meet this need by implementing bioinformatics techniques that will allow for the introduction of pioneering approaches in the rational drug design process. Here, we categorize an updated list of informatics tools and explore the capabilities of integrative bioinformatics in disease control. We believe that our review will serve as a comprehensive guide toward bioinformatics-oriented disease and drug discovery research.

Publication types

  • Review

MeSH terms

  • Animals
  • Computational Biology / methods*
  • Data Mining
  • Drug Design
  • Drug Discovery / methods*
  • Gene Expression Regulation / drug effects*
  • Gene Regulatory Networks / drug effects*
  • Humans
  • Molecular Targeted Therapy
  • Protein Interaction Mapping
  • Protein Interaction Maps / drug effects*
  • Proteomics
  • Signal Transduction / drug effects*
  • Systems Biology