New approach for phylogenetic tree recovery based on genome-scale metabolic networks

J Comput Biol. 2014 Jul;21(7):508-19. doi: 10.1089/cmb.2013.0150. Epub 2014 Mar 10.

Abstract

A wide range of applications and research has been done with genome-scale metabolic models. In this work, we describe an innovative methodology for comparing metabolic networks constructed from genome-scale metabolic models and how to apply this comparison in order to infer evolutionary distances between different organisms. Our methodology allows a quantification of the metabolic differences between different species from a broad range of families and even kingdoms. This quantification is then applied in order to reconstruct phylogenetic trees for sets of various organisms.

Keywords: connectivity; genome-scale metabolic models; networks; phylogeny.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms*
  • Bacteria / classification*
  • Bacteria / genetics
  • Bacteria / metabolism*
  • Computational Biology / methods*
  • Evolution, Molecular
  • Genome, Bacterial*
  • Metabolic Networks and Pathways*
  • Phylogeny*