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Mathematical Modeling of the Dynamics of Shoot-Root Interactions and Resource Partitioning in Plant Growth
Plants are highly plastic in their potential to adapt to changing environmental conditions. For example, they can selectively promote the relative growth of the root and the shoot in response to limiting supply of mineral nutrients and light, respectively, a phenomenon that is referred to as balance...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4495989/ https://www.ncbi.nlm.nih.gov/pubmed/26154262 http://dx.doi.org/10.1371/journal.pone.0127905 |
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author | Feller, Chrystel Favre, Patrick Janka, Ales Zeeman, Samuel C. Gabriel, Jean-Pierre Reinhardt, Didier |
author_facet | Feller, Chrystel Favre, Patrick Janka, Ales Zeeman, Samuel C. Gabriel, Jean-Pierre Reinhardt, Didier |
author_sort | Feller, Chrystel |
collection | PubMed |
description | Plants are highly plastic in their potential to adapt to changing environmental conditions. For example, they can selectively promote the relative growth of the root and the shoot in response to limiting supply of mineral nutrients and light, respectively, a phenomenon that is referred to as balanced growth or functional equilibrium. To gain insight into the regulatory network that controls this phenomenon, we took a systems biology approach that combines experimental work with mathematical modeling. We developed a mathematical model representing the activities of the root (nutrient and water uptake) and the shoot (photosynthesis), and their interactions through the exchange of the substrates sugar and phosphate (P(i)). The model has been calibrated and validated with two independent experimental data sets obtained with Petunia hybrida. It involves a realistic environment with a day-and-night cycle, which necessitated the introduction of a transitory carbohydrate storage pool and an endogenous clock for coordination of metabolism with the environment. Our main goal was to grasp the dynamic adaptation of shoot:root ratio as a result of changes in light and P(i) supply. The results of our study are in agreement with balanced growth hypothesis, suggesting that plants maintain a functional equilibrium between shoot and root activity based on differential growth of these two compartments. Furthermore, our results indicate that resource partitioning can be understood as the emergent property of many local physiological processes in the shoot and the root without explicit partitioning functions. Based on its encouraging predictive power, the model will be further developed as a tool to analyze resource partitioning in shoot and root crops. |
format | Online Article Text |
id | pubmed-4495989 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44959892015-07-15 Mathematical Modeling of the Dynamics of Shoot-Root Interactions and Resource Partitioning in Plant Growth Feller, Chrystel Favre, Patrick Janka, Ales Zeeman, Samuel C. Gabriel, Jean-Pierre Reinhardt, Didier PLoS One Research Article Plants are highly plastic in their potential to adapt to changing environmental conditions. For example, they can selectively promote the relative growth of the root and the shoot in response to limiting supply of mineral nutrients and light, respectively, a phenomenon that is referred to as balanced growth or functional equilibrium. To gain insight into the regulatory network that controls this phenomenon, we took a systems biology approach that combines experimental work with mathematical modeling. We developed a mathematical model representing the activities of the root (nutrient and water uptake) and the shoot (photosynthesis), and their interactions through the exchange of the substrates sugar and phosphate (P(i)). The model has been calibrated and validated with two independent experimental data sets obtained with Petunia hybrida. It involves a realistic environment with a day-and-night cycle, which necessitated the introduction of a transitory carbohydrate storage pool and an endogenous clock for coordination of metabolism with the environment. Our main goal was to grasp the dynamic adaptation of shoot:root ratio as a result of changes in light and P(i) supply. The results of our study are in agreement with balanced growth hypothesis, suggesting that plants maintain a functional equilibrium between shoot and root activity based on differential growth of these two compartments. Furthermore, our results indicate that resource partitioning can be understood as the emergent property of many local physiological processes in the shoot and the root without explicit partitioning functions. Based on its encouraging predictive power, the model will be further developed as a tool to analyze resource partitioning in shoot and root crops. Public Library of Science 2015-07-08 /pmc/articles/PMC4495989/ /pubmed/26154262 http://dx.doi.org/10.1371/journal.pone.0127905 Text en © 2015 Feller et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Feller, Chrystel Favre, Patrick Janka, Ales Zeeman, Samuel C. Gabriel, Jean-Pierre Reinhardt, Didier Mathematical Modeling of the Dynamics of Shoot-Root Interactions and Resource Partitioning in Plant Growth |
title | Mathematical Modeling of the Dynamics of Shoot-Root Interactions and Resource Partitioning in Plant Growth |
title_full | Mathematical Modeling of the Dynamics of Shoot-Root Interactions and Resource Partitioning in Plant Growth |
title_fullStr | Mathematical Modeling of the Dynamics of Shoot-Root Interactions and Resource Partitioning in Plant Growth |
title_full_unstemmed | Mathematical Modeling of the Dynamics of Shoot-Root Interactions and Resource Partitioning in Plant Growth |
title_short | Mathematical Modeling of the Dynamics of Shoot-Root Interactions and Resource Partitioning in Plant Growth |
title_sort | mathematical modeling of the dynamics of shoot-root interactions and resource partitioning in plant growth |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4495989/ https://www.ncbi.nlm.nih.gov/pubmed/26154262 http://dx.doi.org/10.1371/journal.pone.0127905 |
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