Applications of Coarse-Grained Models in Metabolic Engineering

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Abstract

Mathematical modeling is a promising tool for better understanding of cellular processes. In recent years, the development of coarse-grained models has gained attraction since these simple models are able to capture and describe a broad range of growth conditions. Coarse-grained models often comprise only two cellular components, a low molecular component as representative for central metabolism and energy generation and a macromolecular component, representing the entire proteome. A framework is presented that presents a strict mass conservative model for bacterial growth during a biotechnological production process. After providing interesting properties for the steady-state solution, applications are presented 1) for a production process of an amino acid and 2) production of a metabolite from central metabolism.

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Doan, D. T., Hoang, M. D., Heins, A. L., & Kremling, A. (2022). Applications of Coarse-Grained Models in Metabolic Engineering. Frontiers in Molecular Biosciences, 9. https://doi.org/10.3389/fmolb.2022.806213

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