Pharmacometabolomics-aided Pharmacogenomics in Autoimmune Disease

EBioMedicine. 2016 Feb 2:5:40-5. doi: 10.1016/j.ebiom.2016.02.001. eCollection 2016 Mar.

Abstract

Inter-individual variability has been a major hurdle to optimize disease management. Precision medicine holds promise for improving health and healthcare via tailor-made therapeutic strategies. Herein, we outline the paradigm of "pharmacometabolomics-aided pharmacogenomics" in autoimmune diseases. We envisage merging pharmacometabolomic and pharmacogenomic data (to address the interplay of genomic and environmental influences) with information technologies to facilitate data analysis as well as sense- and decision-making on the basis of synergy between artificial and human intelligence. Humans can detect patterns, which computer algorithms may fail to do so, whereas data-intensive and cognitively complex settings and processes limit human ability. We propose that better-informed, rapid and cost-effective omics studies need the implementation of holistic and multidisciplinary approaches.

Keywords: Autoimmune diseases; Information technologies; Pharmacometabolomics-aided pharmacogenomics; Precision medicine.

Publication types

  • Review

MeSH terms

  • Algorithms
  • Autoimmune Diseases / drug therapy*
  • Autoimmune Diseases / genetics*
  • Autoimmune Diseases / metabolism
  • Autoimmune Diseases / pathology
  • Decision Making, Computer-Assisted
  • Drug Therapy, Computer-Assisted
  • Gene-Environment Interaction
  • Humans
  • Medical Informatics*
  • Metabolomics*
  • Pharmacogenetics
  • Precision Medicine