An Interdisciplinary Approach for Designing Kinetic Models of the Ras/MAPK Signaling Pathway

Methods Mol Biol. 2017:1636:455-474. doi: 10.1007/978-1-4939-7154-1_28.

Abstract

We present in this article a methodology for designing kinetic models of molecular signaling networks, which was exemplarily applied for modeling one of the Ras/MAPK signaling pathways in the mouse Y1 adrenocortical cell line. The methodology is interdisciplinary, that is, it was developed in a way that both dry and wet lab teams worked together along the whole modeling process.

Keywords: Cell signaling pathways; Differential-algebraic equation; ELISA; ERK; MAPK; Model simplification; Model-fitting analysis; Nonlinear optimization; Ordinary differential equation; Ras; Western blot.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Animals
  • Biomarkers
  • Cell Line
  • Computational Biology / methods
  • Enzyme-Linked Immunosorbent Assay
  • Kinetics
  • Mice
  • Mitogen-Activated Protein Kinases / metabolism*
  • Models, Biological*
  • Phosphorylation
  • Reproducibility of Results
  • Signal Transduction*
  • ras Proteins / metabolism*

Substances

  • Biomarkers
  • Mitogen-Activated Protein Kinases
  • ras Proteins