A Systems-Level ODE Model of B-Oxidation: Algorithmic Flux Optimization and Simulation of MCADD Pathophysiology
Abstract
We introduce a computational model that simulates {beta}-oxidation under varying metabolic conditions by solving a system of ordinary differential equations (ODEs) that describe the flux of key intermediates and cofactors. The model captures the stepwise breakdown of saturated, even-chain fatty acids, incorporating dynamic cofactor coupling and product drainage via infinite sinks to maintain numerical stability and biological realism. An optimization routine based on Nelder-Mead simplex refines initial conditions to minimize system residuals. When simulating medium-chain acyl-CoA dehydrogenase deficiency (MCADD), the model predicts metabolite accumulation upstream of the enzymatic block and downstream depletion - highlighting the sensitivity of flux distributions to enzymatic constraints. This work frames kinetic modeling as a tractable method to interrogate systems-level metabolic imbalance and offers a modular framework for future expansions.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility 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
- Ensemble kinetic modelling links residual enzyme activity to clinical symptoms in mitochondrial β-oxidation defects
Christoff Odendaal, Olga Krebs, Barbara M. Bakker·bioRxiv·May 8, 2026
- Systems Analysis of Carboxylate Transport and Oxidation Pathways in Cardiac Mitochondria
Nicole L. Collins, Santosh K. Dasika, … Daniel Andrew Beard·bioRxiv·Feb 26, 2026
- Convex representation of metabolic networks with Michaelis-Menten kinetics
Joshua Adam Taylor, Alain Rapaport, Denis Dochain·Bulletin of Mathematical BiologyPeer-reviewed·Apr 26, 2024
- Model balancing: in search of consistent metabolic states and in-vivo kinetic constants
Wolfram Liebermeister, Εlad Noor·MetabolitesPeer-reviewed·Oct 29, 2021
- A study of a diauxic growth experiment using an expanded dynamic flux balance framework
Emil Karlsen, Marianne Gylseth, … Eivind Almaas·PLoS ONEPeer-reviewed·Jan 6, 2023
- Kinetic models of metabolism that consider alternative steady-state solutions of intracellular fluxes and concentrations
Hameri Tuure, Georgios Fengos, … Vassily Hatzimanikatis A·Metabolic EngineeringPeer-reviewed·Oct 26, 2018