Quantitative modelling of amino acid transport and homeostasis in mammalian cells

Nat Commun. 2021 Sep 6;12(1):5282. doi: 10.1038/s41467-021-25563-x.

Abstract

Homeostasis is one of the fundamental concepts in physiology. Despite remarkable progress in our molecular understanding of amino acid transport, metabolism and signaling, it remains unclear by what mechanisms cytosolic amino acid concentrations are maintained. We propose that amino acid transporters are the primary determinants of intracellular amino acid levels. We show that a cell's endowment with amino acid transporters can be deconvoluted experimentally and used this data to computationally simulate amino acid translocation across the plasma membrane. Transport simulation generates cytosolic amino acid concentrations that are close to those observed in vitro. Perturbations of the system are replicated in silico and can be applied to systems where only transcriptomic data are available. This work explains amino acid homeostasis at the systems-level, through a combination of secondary active transporters, functionally acting as loaders, harmonizers and controller transporters to generate a stable equilibrium of all amino acid concentrations.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • A549 Cells
  • Amino Acid Transport Systems / chemistry
  • Amino Acid Transport Systems / classification
  • Amino Acid Transport Systems / genetics
  • Amino Acid Transport Systems / metabolism*
  • Amino Acids / metabolism*
  • Animals
  • Biological Transport
  • Cell Line, Tumor
  • Cell Membrane / metabolism
  • Computer Simulation
  • Gene Expression
  • Homeostasis / genetics*
  • Humans
  • Kinetics
  • Metabolomics / methods
  • Models, Statistical*
  • Neuroglia / cytology
  • Neuroglia / metabolism*
  • Oocytes / cytology
  • Oocytes / metabolism
  • Xenopus laevis

Substances

  • Amino Acid Transport Systems
  • Amino Acids