ArticlePLoS computational biology2006
Modeling of oxygen transport and cellular energetics explains observations on in vivo cardiac energy metabolism.
Article in PLoS computational biology, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.
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Who cites it
44 citing papers in PubMed, 82 citations in OpenAlex.
- CARDIOKIN1: Computational Assessment of Myocardial Metabolic Capability in Healthy Controls and Patients With Valve Diseases.Circulation · 2021Trial
- Article
- Modeling treatment of diabetic wounds with oxygen therapy and senolytic drug.Scientific reports · 2025Article
- Computer model coupling hemodynamics and oxygen transport in the coronary capillary network: Pulsatile vs. non-pulsatile analysis.Computer methods and programs in biomedicine · 2025Article
- Effect of Burosumab on Muscle Function and Strength, and Rates of ATP Synthesis in Skeletal Muscle in Adults With XLH.The Journal of clinical endocrinology and metabolism · 2024Article
- How does exercise affect energy metabolism? AnHeliyon · 2023Article
- A computational model of cardiomyocyte metabolism predicts unique reperfusion protocols capable of reducing cell damage during ischemia/reperfusion.The Journal of biological chemistry · 2022Article
- The Role of Phosphate in Alcohol-Induced Experimental Pancreatitis.Gastroenterology · 2021Article
- Isolation of mitochondrial subpopulations from skeletal muscle: Optimizing recovery and preserving integrity.Acta physiologica (Oxford, England) · 2019Article
- Neuroprotective effect of 5-aminolevulinic acid against low inorganic phosphate in neuroblastoma SH-SY5Y cells.Scientific reports · 2017Article
- Modeling oxygen requirements in ischemic cardiomyocytes.The Journal of biological chemistry · 2017Article
- Phosphate imbalance in patients with heart failure.Heart failure reviews · 2017Review
- A Green's function method for simulation of time-dependent solute transport and reaction in realistic microvascular geometries.Mathematical medicine and biology : a journal of the IMA · 2016Article
- A simulation study on the constancy of cardiac energy metabolites during workload transition.The Journal of physiology · 2016Article
- Hypophosphatemia promotes lower rates of muscle ATP synthesis.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2016Article
- Dynamics of cross-bridge cycling, ATP hydrolysis, force generation, and deformation in cardiac muscle.Journal of molecular and cellular cardiology · 2016Article
- Modelling Blood Flow and Metabolism in the Preclinical Neonatal Brain during and Following Hypoxic-Ischaemia.PloS one · 2015Article
- Analyzing clonal variation of monoclonal antibody-producing CHO cell lines using an in silico metabolomic platform.PloS one · 2014Article
- Extra-matrix Mg2+ limits Ca2+ uptake and modulates Ca2+ uptake-independent respiration and redox state in cardiac isolated mitochondria.Journal of bioenergetics and biomembranes · 2013Article
- Extension of the mitochondria dysfunction hypothesis of metabolic syndrome to atherosclerosis with emphasis on the endocrine-disrupting chemicals and biophysical laws.Journal of diabetes investigation · 2013Review
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1 author at 1 institution in 1 country.
Funding
Abstract
Observations on the relationship between cardiac work rate and the levels of energy metabolites adenosine triphosphate (ATP), adenosine diphosphate (ADP), and phosphocreatine (CrP) have not been satisfactorily explained by theoretical models of cardiac energy metabolism. Specifically, the in vivo stability of ATP, ADP, and CrP levels in response to changes in work and respiratory rate has eluded explanation. Here a previously developed model of mitochondrial oxidative phosphorylation, which was developed based on data obtained from isolated cardiac mitochondria, is integrated with a spatially distributed model of oxygen transport in the myocardium to analyze data obtained from several laboratories over the past two decades. The model includes the components of the respiratory chain, the F0F1-ATPase, adenine nucleotide translocase, and the mitochondrial phosphate transporter at the mitochondrial level; adenylate kinase, creatine kinase, and ATP consumption in the cytoplasm; and oxygen transport between capillaries, interstitial fluid, and cardiomyocytes. The integrated model is able to reproduce experimental observations on ATP, ADP, CrP, and inorganic phosphate levels in canine hearts over a range of workload and during coronary hypoperfusion and predicts that cytoplasmic inorganic phosphate level is a key regulator of the rate of mitochondrial respiration at workloads for which the rate of cardiac oxygen consumption is less than or equal to approximately 12 mumol per minute per gram of tissue. At work rates corresponding to oxygen consumption higher than 12 mumol min(-1) g(-1), model predictions deviate from the experimental data, indicating that at high work rates, additional regulatory mechanisms that are not currently incorporated into the model may be important. Nevertheless, the integrated model explains metabolite levels observed at low to moderate workloads and the changes in metabolite levels and tissue oxygenation observed during graded hypoperfusion. These findings suggest that the observed stability of energy metabolites emerges as a property of a properly constructed model of cardiac substrate transport and mitochondrial metabolism. In addition, the validated model provides quantitative predictions of changes in phosphate metabolites during cardiac ischemia.
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