A computational approach to estimate interorgan metabolic transport in a mammal

PLoS One. 2014 Jun 27;9(6):e100963. doi: 10.1371/journal.pone.0100963. eCollection 2014.

Abstract

In multicellular organisms metabolism is distributed across different organs, each of which has specific requirements to perform its own specialized task. But different organs also have to support the metabolic homeostasis of the organism as a whole by interorgan metabolite transport. Recent studies have successfully reconstructed global metabolic networks in tissues and cell types and attempts have been made to connect organs with interorgan metabolite transport. Instead of these complicated approaches to reconstruct global metabolic networks, we proposed in this study a novel approach to study interorgan metabolite transport focusing on transport processes mediated by solute carrier (Slc) transporters and their couplings to cognate enzymatic reactions. We developed a computational approach to identify and score potential interorgan metabolite transports based on the integration of metabolism and transports in different organs in the adult mouse from quantitative gene expression data. This allowed us to computationally estimate the connectivity between 17 mouse organs via metabolite transport. Finally, by applying our method to circadian metabolism, we showed that our approach can shed new light on the current understanding of interorgan metabolite transport at a whole-body level in mammals.

MeSH terms

  • Animals
  • Biological Transport
  • Membrane Transport Proteins / metabolism*
  • Metabolic Networks and Pathways*
  • Mice
  • Proteome / genetics
  • Proteome / metabolism*
  • Software*

Substances

  • Membrane Transport Proteins
  • Proteome

Associated data

  • GEO/GSE10246
  • GEO/GSE1133
  • GEO/GSE9954

Grants and funding

This research was supported by Chinese Academy of Sciences and German Max-Planck Society. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.