Optimal evaluation of energy yield and driving force in microbial metabolic pathway variants

PLoS Comput Biol. 2023 Jul 6;19(7):e1011264. doi: 10.1371/journal.pcbi.1011264. eCollection 2023 Jul.

Abstract

This work presents a methodology to evaluate the bioenergetic feasibility of alternative metabolic pathways for a given microbial conversion, optimising their energy yield and driving forces as a function of the concentration of metabolic intermediates. The tool, based on thermodynamic principles and multi-objective optimisation, accounts for pathway variants in terms of different electron carriers, as well as energy conservation (proton translocating) reactions within the pathway. The method also accommodates other constraints, some of them non-linear, such as the balance of conserved moieties. The approach involves the transformation of the maximum energy yield problem into a multi-objective mixed-integer linear optimisation problem which is then subsequently solved using the epsilon-constraint method, highlighting the trade-off between yield and rate in metabolic reactions. The methodology is applied to analyse several pathway alternatives occurring during propionate oxidation in anaerobic fermentation processes, as well as to the reverse TCA cycle pathway occurring during autotrophic microbial CO2 fixation. The results obtained using the developed methodology match previously reported literature and bring about insights into the studied pathways.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Citric Acid Cycle*
  • Energy Metabolism
  • Fermentation
  • Metabolic Networks and Pathways*
  • Thermodynamics

Grants and funding

AT and JR acknowledge funding by the Sustainable Bioenergy Research Consortium under the Award No. 8434000305/EX2019-003 and by resources of the Research and Innovation Center on CO2 and H2 (RICH). JRB and DRP acknowledge funding from MCIN/AEI/ 10.13039/501100011033 [project Biodynamics, ref. PID2020-117271RB-C22]. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.