Dynamic balance of myoplasmic energetics and redox state in a fast-twitch oxidative glycolytic skeletal muscle fiber
Jana Disch, Jeroen A. L. JenesoniD, Daniel Andrew BeardiD, Oliver RöhrleiD, Thomas KlotziD
Abstract
In order to investigate the mechanisms governing energy and redox balance in skeletal muscle, we developed a computational model describing the coupled biochemical reaction network of glycolysis and mitochondrial oxidative phosphorylation (OxPhos) in fast-twitch oxidative glycolytic (FOG) muscle fibers. The model was identified against dynamic in vivo recordings of Phosphocreatine (PCr), inorganic Phosphate (Pi), and pH in rodent hindlimb muscle and verified against independent data from in vivo experiments and muscle biopsies. Step response testing revealed that mass action kinetics in combination with feedback control were sufficient to accomplish myoplasmic ATP homeostasis over a 100-fold range of ATP turnover rates. This vital emergent property of the metabolic model was associated with dynamic behaviour of intermediary metabolite concentrations similar to a second-order underdamped system that remains to be verified. The simulations additionally predicted that the lactate dehydrogenase (LDH) reaction makes substantial contributions to redox balance across the physiological range of ATP demands in this myofiber phenotype, while its role in slowing cellular acidification is minimal. Yet, LDH knock-out simulations revealed that oxidative recycling of myoplasmic NADH in and by itself sufficed to maintain redox balance over ATP turnover rates in the range of mitochondrial ATP synthesis. We conclude that aerobic lactate production in working muscles is a byproduct of the metabolic flexibility of FOG myofibers afforded by expression of high levels of LDH and OxPhos enzymes to support continual myoplasmic redox balance and ATP synthesis under conditions of high-intensity mechanical work. In the future, the presented simulation framework may be used to further enhance the understanding of how experimental observations in muscle emerge from the integrative behaviour of the metabolic network for carbohydrate metabolism in FOG myofibers.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- 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
- Systems Analysis of Carboxylate Transport and Oxidation Pathways in Cardiac Mitochondria
Nicole L. Collins, Santosh K. Dasika, … Daniel Andrew Beard·bioRxiv·Feb 26, 2026
- Loss of Skeletal Muscle Pyruvate Dehydrogenase Induces Lactic Acidosis and Adaptive Anaplerotic Compensation via Pyruvate-Alanine Cycling and Glutaminolysis
K. Gopal, A. M. Abdualkader, … R. Al Batran·bioRxiv·May 10, 2023
- Systems modeling of mitochondrial dynamics in different exercise regimes
Ali Khalilimeybodi, Lingxia Qiao, … Padmini Rangamani·bioRxiv·Oct 27, 2025
- A physiological drop in pH decreases mitochondrial respiration, and AMPK and Akt signalling, in L6 myocytes
A. J. Genders, S. D. Martin, … D. J. Bishop·bioRxiv·May 25, 2018
- Metabolic Flexibility and Energy Substrate Utilization Regulate Contractility in the Human Myometrium
Kevin K. Prifti, Ritu M Dave, … Antonina I Frolova·iSciencePeer-reviewed·Jun 1, 2026
- Lactate-carried Mitochondrial Energy Overflow
Daniela Rauseo, Yasna Contreras‐Baeza, … L. Felipe Barros·bioRxiv·Jul 19, 2024