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Metabolic regulation of subcellular sucrose cleavage inferred from quantitative analysis of metabolic functions
Quantitative analysis of experimental metabolic data is frequently challenged by non-intuitive, complex patterns which emerge from regulatory networks. The complex output of metabolic regulation can be summarised by metabolic functions which comprise information about dynamics of metabolite concentr...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Cambridge University Press
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10095975/ https://www.ncbi.nlm.nih.gov/pubmed/37077978 http://dx.doi.org/10.1017/qpb.2022.5 |
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author | Nägele, Thomas |
author_facet | Nägele, Thomas |
author_sort | Nägele, Thomas |
collection | PubMed |
description | Quantitative analysis of experimental metabolic data is frequently challenged by non-intuitive, complex patterns which emerge from regulatory networks. The complex output of metabolic regulation can be summarised by metabolic functions which comprise information about dynamics of metabolite concentrations. In a system of ordinary differential equations, metabolic functions reflect the sum of biochemical reactions which affect a metabolite concentration, and their integration over time reveals metabolite concentrations. Further, derivatives of metabolic functions provide essential information about system dynamics and elasticities. Here, invertase-driven sucrose hydrolysis was simulated in kinetic models on a cellular and subcellular level. Both Jacobian and Hessian matrices of metabolic functions were derived for quantitative analysis of kinetic regulation of sucrose metabolism. Model simulations suggest that transport of sucrose into the vacuole represents a central regulatory element in plant metabolism during cold acclimation which preserves control of metabolic functions and limits feedback-inhibition of cytosolic invertases by elevated hexose concentrations. |
format | Online Article Text |
id | pubmed-10095975 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-100959752023-04-18 Metabolic regulation of subcellular sucrose cleavage inferred from quantitative analysis of metabolic functions Nägele, Thomas Quant Plant Biol Theories Quantitative analysis of experimental metabolic data is frequently challenged by non-intuitive, complex patterns which emerge from regulatory networks. The complex output of metabolic regulation can be summarised by metabolic functions which comprise information about dynamics of metabolite concentrations. In a system of ordinary differential equations, metabolic functions reflect the sum of biochemical reactions which affect a metabolite concentration, and their integration over time reveals metabolite concentrations. Further, derivatives of metabolic functions provide essential information about system dynamics and elasticities. Here, invertase-driven sucrose hydrolysis was simulated in kinetic models on a cellular and subcellular level. Both Jacobian and Hessian matrices of metabolic functions were derived for quantitative analysis of kinetic regulation of sucrose metabolism. Model simulations suggest that transport of sucrose into the vacuole represents a central regulatory element in plant metabolism during cold acclimation which preserves control of metabolic functions and limits feedback-inhibition of cytosolic invertases by elevated hexose concentrations. Cambridge University Press 2022-06-13 /pmc/articles/PMC10095975/ /pubmed/37077978 http://dx.doi.org/10.1017/qpb.2022.5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Theories Nägele, Thomas Metabolic regulation of subcellular sucrose cleavage inferred from quantitative analysis of metabolic functions |
title | Metabolic regulation of subcellular sucrose cleavage inferred from quantitative analysis of metabolic functions |
title_full | Metabolic regulation of subcellular sucrose cleavage inferred from quantitative analysis of metabolic functions |
title_fullStr | Metabolic regulation of subcellular sucrose cleavage inferred from quantitative analysis of metabolic functions |
title_full_unstemmed | Metabolic regulation of subcellular sucrose cleavage inferred from quantitative analysis of metabolic functions |
title_short | Metabolic regulation of subcellular sucrose cleavage inferred from quantitative analysis of metabolic functions |
title_sort | metabolic regulation of subcellular sucrose cleavage inferred from quantitative analysis of metabolic functions |
topic | Theories |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10095975/ https://www.ncbi.nlm.nih.gov/pubmed/37077978 http://dx.doi.org/10.1017/qpb.2022.5 |
work_keys_str_mv | AT nagelethomas metabolicregulationofsubcellularsucrosecleavageinferredfromquantitativeanalysisofmetabolicfunctions |