A Model for Direction Sensing in Dictyostelium discoideum: Ras Activity and Symmetry Breaking Driven by a Gβγ-Mediated, Gα2-Ric8 -- Dependent Signal Transduction Network

PLoS Comput Biol. 2016 May 6;12(5):e1004900. doi: 10.1371/journal.pcbi.1004900. eCollection 2016 May.

Abstract

Chemotaxis is a dynamic cellular process, comprised of direction sensing, polarization and locomotion, that leads to the directed movement of eukaryotic cells along extracellular gradients. As a primary step in the response of an individual cell to a spatial stimulus, direction sensing has attracted numerous theoretical treatments aimed at explaining experimental observations in a variety of cell types. Here we propose a new model of direction sensing based on experiments using Dictyostelium discoideum (Dicty). The model is built around a reaction-diffusion-translocation system that involves three main component processes: a signal detection step based on G-protein-coupled receptors (GPCR) for cyclic AMP (cAMP), a transduction step based on a heterotrimetic G protein Gα2βγ, and an activation step of a monomeric G-protein Ras. The model can predict the experimentally-observed response of cells treated with latrunculin A, which removes feedback from downstream processes, under a variety of stimulus protocols. We show that [Formula: see text] cycling modulated by Ric8, a nonreceptor guanine exchange factor for [Formula: see text] in Dicty, drives multiple phases of Ras activation and leads to direction sensing and signal amplification in cAMP gradients. The model predicts that both [Formula: see text] and Gβγ are essential for direction sensing, in that membrane-localized [Formula: see text], the activated GTP-bearing form of [Formula: see text], leads to asymmetrical recruitment of RasGEF and Ric8, while globally-diffusing Gβγ mediates their activation. We show that the predicted response at the level of Ras activation encodes sufficient 'memory' to eliminate the 'back-of-the wave' problem, and the effects of diffusion and cell shape on direction sensing are also investigated. In contrast with existing LEGI models of chemotaxis, the results do not require a disparity between the diffusion coefficients of the Ras activator GEF and the Ras inhibitor GAP. Since the signal pathways we study are highly conserved between Dicty and mammalian leukocytes, the model can serve as a generic one for direction sensing.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Chemotaxis / physiology*
  • Computational Biology
  • Cyclic AMP / metabolism
  • Dictyostelium / genetics
  • Dictyostelium / physiology*
  • GTP-Binding Proteins / genetics
  • GTP-Binding Proteins / metabolism
  • Gene Knockout Techniques
  • Guanine Nucleotide Exchange Factors / genetics
  • Guanine Nucleotide Exchange Factors / metabolism
  • Kinetics
  • Models, Biological*
  • Protozoan Proteins / genetics
  • Protozoan Proteins / metabolism
  • Receptors, G-Protein-Coupled / genetics
  • Receptors, G-Protein-Coupled / metabolism
  • Signal Transduction
  • ras Proteins / metabolism

Substances

  • Guanine Nucleotide Exchange Factors
  • Protozoan Proteins
  • Receptors, G-Protein-Coupled
  • ras protein, Dictyostelium
  • Cyclic AMP
  • GTP-Binding Proteins
  • ras Proteins

Grants and funding

This work was supported by: National Science Foundation Division of Mathematical Science No. 9517884 and No. 131974 to HO; and the Isaac Newton Institute for Mathematical Sciences and The Simons Foundation to HO. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.