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Updated: May 31, 2026

Exploring Mitochondrial Energy Metabolism of Single 3D Microtissue Spheroids Using Extracellular Flux Analysis
Published on: February 3, 2022
Mitochondrial energetics, pH regulation, and ion dynamics: a computational-experimental approach
An-Chi Wei1, Miguel A Aon, Brian O'Rourke
1Institute for Computational Medicine, Department of Biomedical Engineering, School of Medicine, The Johns Hopkins University, Baltimore, Maryland, USA.
We created a computational model of mitochondrial energetics, incorporating ion and pH dynamics. This model accurately simulates mitochondrial function and dysfunction, offering new research opportunities.
Area of Science:
- Mitochondrial physiology and bioenergetics
- Computational biology and mathematical modeling
Background:
- Mitochondrial energetics involve complex interactions of ion gradients, pH, and substrate metabolism.
- Previous models often simplified these dynamics, limiting their predictive power for physiological and pathological states.
Purpose of the Study:
- To develop an integrated computational model of mitochondrial energetics.
- To incorporate calcium (Ca2+), proton (H+), sodium (Na+), and phosphate dynamics.
- To validate the model against experimental data from guinea pig mitochondria.
Main Methods:
- Developed a computational model of mitochondrial energetics.
- Included Ca2+, proton, Na+, and phosphate dynamics.
- Accounted for distinct respiratory fluxes, pH effects, and acid-base equilibria.
- Experimentally determined NADH and membrane potential (ΔΨm) in guinea pig mitochondria.
- Compared model simulations with experimental data during various respiratory transitions.
Main Results:
- The model quantitatively reproduced experimental observations of ΔΨm, NADH levels, respiratory fluxes, and respiratory control ratio.
- Simulations mimicked the effect of phosphate addition on ΔΨm and matrix pH.
- The model qualitatively simulated respiration dependence on proton motive force and flux-force relationships.
Conclusions:
- The upgraded mitochondrial model provides a robust platform for simulating mitochondrial function.
- It offers new opportunities for studying mitochondrial dysfunction involving altered pH and ion dynamics.
- The model advances our understanding of mitochondrial bioenergetics and its regulation.
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