Reconstruction of a genome-scale metabolic model for Auxenochlorella protothecoides to study hydrogen production under anaerobiosis using multiple optimal solutions

Mahsa Mekanik, Ehsan Motamedian (Corresponding Author), Reza Fotovat (Corresponding Author), Vahab Jafarian

Research output: Contribution to journalArticlepeer-review

10 Citations (Scopus)

Abstract

Low yield and inhibition of hydrogenase by oxygen are the main limitations for hydrogen production by microalgae. Considering the role of electron flow in the metabolism for hydrogen production, a genome-scale metabolic model (named iMM627) was reconstructed for Auxenochlorella protothecoides. iMM627 was evaluated using experimental data for growth and flux distribution. Then, considering the well-known degeneracy of FBA solutions, a new method of finding effective reactions based on multiple optimal solutions was developed. At a constant growth rate, flux distributions for maximal and minimal hydrogen production under anaerobiosis and for maximal oxygen production were compared to identify target reactions for improvement of hydrogen production and for providing anaerobiosis. Existing researches on some reactions truly confirm the predicted changes by iMM627. The main proposed strategies for improvement of hydrogen production include changes in metabolism to provide NADH. Consumption of oxygen by mitochondrial respiration and energy dissipation was proposed to provide anaerobiosis.

Original languageEnglish
Pages (from-to)2580-2591
Number of pages12
JournalInternational Journal of Hydrogen Energy
Volume44
Issue number5
DOIs
Publication statusPublished - 28 Jan 2019
Externally publishedYes

Keywords*

  • Anaerobiosis
  • Auxenochlorella protothecoides
  • Genome-scale metabolic model
  • Hydrogen production
  • Microalga
  • Multiple optimal flux distributions

Field of Science*

  • 1.6 Biological sciences
  • 2.9 Industrial biotechnology
  • 3.1 Basic medicine

Publication Type*

  • 1.1. Scientific article indexed in Web of Science and/or Scopus database

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