Mapping the bacterial metabolic niche space

Abstract

The ecological niche of a given microbe is difficult to define, but can be approximated from the range of biochemical reactions encoded by its genome. Here the authors use these genomic data and analyze them using manifold learning, which generates a diffusion map of the metabolic niche space of over 2500 bacteria.