Deciphering molecular determinants of chemotherapy in gastrointestinal malignancy using systems biology approaches

Drug Discov Today. 2014 Sep;19(9):1402-9. doi: 10.1016/j.drudis.2014.04.016. Epub 2014 May 2.

Abstract

Gastrointestinal cancers are asymptomatic in early tumor development, leading to high mortality rates. Peri- or postoperative chemotherapy is a common strategy used to prolong the life expectancy of patients with these diseases. Understanding the molecular mechanisms by which anticancer drugs exert their effect is crucial to the development of anticancer therapies, especially when drug resistance occurs and an alternative drug is needed. By integrating high-throughput techniques and computational modeling to explore biological systems at different levels, from gene expressions to networks, systems biology approaches have been successfully applied in various fields of cancer research. In this review, we highlight chemotherapy studies that reveal potential signatures using microarray analysis, next-generation sequencing (NGS), proteomic and metabolomic approaches for the treatment of gastrointestinal cancers.

Publication types

  • Research Support, Non-U.S. Gov't
  • Review

MeSH terms

  • Antineoplastic Agents / pharmacology*
  • Computer Simulation
  • Drug Design
  • Drug Resistance, Neoplasm
  • Gastrointestinal Neoplasms / drug therapy*
  • Gastrointestinal Neoplasms / pathology
  • High-Throughput Screening Assays
  • Humans
  • Metabolomics / methods
  • Microarray Analysis
  • Molecular Targeted Therapy
  • Proteomics / methods
  • Systems Biology / methods*

Substances

  • Antineoplastic Agents