Building confidence in quantitative systems pharmacology models: An engineer's guide to exploring the rationale in model design and development

CPT Pharmacometrics Syst Pharmacol. 2017 Mar;6(3):156-167. doi: 10.1002/psp4.12157. Epub 2017 Feb 9.

Abstract

This tutorial promotes good practice for exploring the rationale of systems pharmacology models. A safety systems engineering inspired notation approach provides much needed rigor and transparency in development and application of models for therapeutic discovery and design of intervention strategies. Structured arguments over a model's development, underpinning biological knowledge, and analyses of model behaviors are constructed to determine the confidence that a model is fit for the purpose for which it will be applied.

Publication types

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

MeSH terms

  • Animals
  • Antiprotozoal Agents / immunology
  • Antiprotozoal Agents / therapeutic use
  • Biomedical Engineering / methods*
  • Biomedical Engineering / trends
  • Humans
  • Immunity, Cellular / drug effects
  • Immunity, Cellular / immunology
  • Leishmaniasis, Visceral / immunology
  • Leishmaniasis, Visceral / therapy
  • Models, Biological*
  • Systems Biology / methods*
  • Systems Biology / trends

Substances

  • Antiprotozoal Agents