Evidence map›Paper›PMID 41689567›Full record

ArticleThe Journal of physiology2026

Dynamic balance of myoplasmic energetics, redox state and protons in a fast-twitch oxidative glycolytic skeletal muscle fibre.

Jana Disch, Jeroen A L Jeneson, Daniel A Beard, Oliver Röhrle, Thomas Klotz

Abstract read
In one paragraph

Article in The Journal of physiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Jana DischInstitute for Modelling and Simulation of Biomechanical Systems, University of Stuttgart, Stuttgart, Germany.ORCID 0009-0004-0968-9104
Jeroen A L JenesonCenter for Child Development and Exercise, Wilhelmina Children's Hospital, University Medical Center Utrecht, the Netherlands.ORCID 0000-0001-9415-514X
Daniel A BeardDepartment of Molecular & Integrative Physiology, University of Michigan, USA.ORCID 0000-0003-0974-2353
Oliver RöhrleInstitute for Modelling and Simulation of Biomechanical Systems, University of Stuttgart, Stuttgart, Germany.ORCID 0000-0002-1934-6525
Thomas KlotzInstitute for Modelling and Simulation of Biomechanical Systems, University of Stuttgart, Stuttgart, Germany.ORCID 0000-0002-0503-9815

Funding

Multiscale Mechanobiology of Right Ventricular FailureR01HL154624 · NHLBI · UNIVERSITY OF WISCONSIN-MADISON · PI Anthony J. BAKER, DANIEL A BEARD · 2020 to 2026
$4.9M
Multi-Scale Systems Analysis of Metabolic and Mechanical Determinants of Reserve Cardiac Power OutputR01HL173346 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DANIEL A BEARD · 2024 to 2026
$1.8M
Deutsche Forschungsgemeinschaft 465195108Deutsche Forschungsgemeinschaft 548605919Deutsche Forschungsgemeinschaft EXC2075390740016Foundation for the National Institutes of Health HL154624Foundation for the National Institutes of Health HL173346HORIZON EUROPE European Research Council 101055186NHLBI NIH HHS R01 HL154624NHLBI NIH HHS R01 HL173346Stichting Spieren voor Spieren of the Netherlands
6 · The paper itself

Abstract

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 fibres. 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 reveals that mass action kinetics in combination with feedback control are sufficient to accomplish myoplasmic ATP homeostasis over a 100-fold range of ATP turnover rates. This vital emergent property of the metabolic model is associated with intermediary metabolite dynamics typical of a second-order underdamped system, which has been previously reported for the glycolytic pathway. Lactate dehydrogenase (LDH) knockout simulations suggest that the contribution of the LDH reaction to redox balance is more fundamental to muscle function than its role in counteracting myoplasmic acidification across the physiological range of ATP demands in this myofibre phenotype. Furthermore, LDH knockout simulations confirm that mitochondrial uptake of myoplasmic NADH and H

Indexed as

Energy MetabolismGlycolysisMuscle Fibers, Fast-TwitchAdenosine TriphosphateAnimalsL-Lactate DehydrogenaseModels, BiologicalMuscle, SkeletalOxidation-ReductionOxidative PhosphorylationProtonsAdenosine TriphosphateL-Lactate DehydrogenaseProtonsaerobic lactate productionATP metabolismcomputer simulationLDH knockoutmagnetic resonance spectroscopymathematical modelmuscle fatigueskeletal muscle

Identifiers

PMID41689567
PMCPMC12953025

What Socratic holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.