Quantum chemical approach to estimating the thermodynamics of metabolic reactions. Academic Article uri icon

Overview

abstract

  • Thermodynamics plays an increasingly important role in modeling and engineering metabolism. We present the first nonempirical computational method for estimating standard Gibbs reaction energies of metabolic reactions based on quantum chemistry, which can help fill in the gaps in the existing thermodynamic data. When applied to a test set of reactions from core metabolism, the quantum chemical approach is comparable in accuracy to group contribution methods for isomerization and group transfer reactions and for reactions not including multiply charged anions. The errors in standard Gibbs reaction energy estimates are correlated with the charges of the participating molecules. The quantum chemical approach is amenable to systematic improvements and holds potential for providing thermodynamic data for all of metabolism.

authors

  • Jinich, Adrian
  • Rappoport, Dmitrij
  • Dunn, Ian
  • Sanchez-Lengeling, Benjamin
  • Olivares-Amaya, Roberto
  • Noor, Elad
  • Even, Arren Bar
  • Aspuru-Guzik, Alán

publication date

  • November 12, 2014

Research

keywords

  • Metabolic Networks and Pathways
  • Models, Chemical
  • Thermodynamics

Identity

PubMed Central ID

  • PMC5381496

Scopus Document Identifier

  • 84927951009

Digital Object Identifier (DOI)

  • 10.1007/128_2014_543

PubMed ID

  • 25387603

Additional Document Info

volume

  • 4