Quantum chemistry reveals the thermodynamic principles of redoxbiochemistry
A. Jinich, A. Flamholz, H. Ren, S.-J. Kim, B. Sanchez-Lengeling, C. A. R. Cotton, E. Noor, A. Aspuru-Guzik, A. Bar-Even
Abstract
Thermodynamics dictates the structure and function of metabolism. Redox reactions drive cellular energy and material flow. Hence, accurately quantifying the thermodynamics of redox reactions should reveal key design principles that shape cellular metabolism. However, only a limited number of redox potentials have been measured experimentally, and mostly with inconsistent, poorly-reported experimental setups. Here, we develop a quantum chemistry approach for the calculation of redox potentials of biochemical reactions. We demonstrate that our method predicts experimentally measured potentials with unparalleled accuracy. We calculate the reduction potentials of all redox pairs that can be generated from biochemically relevant compounds and highlight fundamental thermodynamic trends that define cellular redox biochemistry. We further use the calculated potentials to address the question of why NAD/NADP are used as the primary cellular electron carriers, demonstrating how their physiological redox range specifically fits the reactions of central metabolism and minimizes the concentration of reactive carbonyls. The use of quantum chemistry tools, as demonstrated in this study, can revolutionize our understanding of key biochemical phenomena by enabling fast and accurate calculation of large datasets of thermodynamic values.
02 /Specification & Classification
Click any tag to browse matching papers- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A thermodynamic atlas of carbon redox chemical space
Adrián Jinich, Benjamín Sánchez-Lengeling, … Alán Aspuru‐Guzik·Proceedings of the National Academy of SciencesPeer-reviewed·Dec 21, 2020
- A mixed quantum chemistry/machine learning approach for the fast and accurate prediction of biochemical redox potentials and its large-scale application to 315,000 redox reactions
A. Jinich, B. Sanchez-Lengeling, … A. Aspuru-Guzik·bioRxiv·Apr 13, 2019
- Shifting Redox Reaction Equilibria on Demand Using an Orthogonal Redox Cofactor
Derek Aspacio, Yulai Zhang, … Han Li·Nature Chemical BiologyPeer-reviewed·Aug 13, 2024
- Computational simulation of the reactive oxygen species and redox network in the regulation of chloroplast metabolism
K.-J. Dietz, M. Gerken, … K. Chibani·PLOS Computational BiologyPeer-reviewed·Jan 17, 2020
- The NAPstar family of NADP redox state sensors highlights glutathione as the primary mediator of anti-oxidative electron flux
Marie Scherschel, Jan-Ole Niemeier, … Bruce Morgan·Nature CommunicationsPeer-reviewed·Dec 19, 2024
- Organizing principles of the cellular electron economy
Pierre Millard, Jean‐Charles Portais·bioRxiv·Oct 5, 2026