Metabolic and genetic basis for auxotrophies in Gram-negative species.

Yara Seif, Kumari Sonal Choudhary, Ying Hefner, Amitesh Anand, Laurence Yang, Bernhard O Palsson

Journal: Proceedings of the National Academy of Sciences of the United States of America 2020;117(11):6264-6273

PMID: 32132208

Abstract

Auxotrophies constrain the interactions of bacteria with their environment, but are often difficult to identify. Here, we develop an algorithm (AuxoFind) using genome-scale metabolic reconstruction to predict auxotrophies and apply it to a series of available genome sequences of over 1,300 Gram-negative strains. We identify 54 auxotrophs, along with the corresponding metabolic and genetic basis, using a pangenome approach, and highlight auxotrophies conferring a fitness advantage in vivo. We show that the metabolic basis of auxotrophy is species-dependent and varies with 1) pathway structure, 2) enzyme promiscuity, and 3) network redundancy. Various levels of complexity constitute the genetic basis, including 1) deleterious single-nucleotide polymorphisms (SNPs), in-frame indels, and deletions; 2) single/multigene deletion; and 3) movement of mobile genetic elements (including prophages) combined with genomic rearrangements. Fourteen out of 19 predictions agree with experimental evidence, with the remaining cases highlighting shortcomings of sequencing, assembly, annotation, and reconstruction that prevent predictions of auxotrophies. We thus develop a framework to identify the metabolic and genetic basis for auxotrophies in Gram-negatives.

Copyright © 2020 the Author(s). Published by PNAS.

Address: Systems Biology Research Group, Department of Bioengineering, University of California San Diego, CA 92122.; Systems Biology Research Group, Department of Bioengineering, University of California San Diego, CA 92122.; Department of Chemical Engineering, Queen's University, Kingston, ON K7L 3N6, Canada.; Systems Biology Research Group, Department of Bioengineering, University of California San Diego, CA 92122; [email protected].; Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Lyngby, Denmark.
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