Multiscale Flux-Based Modeling of Biofilm Communities
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Date
2020-01
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Publisher
Society for Industrial & Applied Mathematics
Abstract
Models of microbial community dynamics generally rely on a subscale description for microbial metabolisms. In systems such as distributed multispecies communities like biofilms, where it may not be reasonable to simplify to a small number of limiting substrates, tracking the large number of active metabolites likely requires measurement or estimation of large numbers of kinetic and regulatory parameters. Alternatively, a largely kinetics-free framework is proposed combining cellular level constrained, steady state flux analysis of metabolism with macroscale microbial community models. This multiscale setup naturally allows coupling of macroscale information, including measurement data, with cell scale metabolism. Further, flexibility in methodology is stressed: choices at the microscale (e.g., flux balance analysis or elementary flux modes) and at the macroscale (e.g., physical-chemical influences relevant to biofilm or planktonic environments) are available to
the user. Illustrative computations in the context of a biofilm, including comparisons of systemic and
Nash equilibration as well as an example of coupling experimental data into predictions, are provided.
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Citation
Zhang, T., Parker, A., Carlson, R. P., Stewart, P. S., & Klapper, I. (2020). Multiscale Flux-Based Modeling of Biofilm Communities. Multiscale Modeling & Simulation, 18(2), 1025–1052. https://doi.org/10.5281/zenodo.6321242