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Putting Theory to the Test: Which Regulatory Mechanisms Can Drive Realistic Growth of a Root?

In recent years there has been a strong development of computational approaches to mechanistically understand organ growth regulation in plants. In this study, simulation methods were used to explore which regulatory mechanisms can lead to realistic output at the cell and whole organ scale and which...

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Autores principales: De Vos, Dirk, Vissenberg, Kris, Broeckhove, Jan, Beemster, Gerrit T. S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4214622/
https://www.ncbi.nlm.nih.gov/pubmed/25358093
http://dx.doi.org/10.1371/journal.pcbi.1003910
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author De Vos, Dirk
Vissenberg, Kris
Broeckhove, Jan
Beemster, Gerrit T. S.
author_facet De Vos, Dirk
Vissenberg, Kris
Broeckhove, Jan
Beemster, Gerrit T. S.
author_sort De Vos, Dirk
collection PubMed
description In recent years there has been a strong development of computational approaches to mechanistically understand organ growth regulation in plants. In this study, simulation methods were used to explore which regulatory mechanisms can lead to realistic output at the cell and whole organ scale and which other possibilities must be discarded as they result in cellular patterns and kinematic characteristics that are not consistent with experimental observations for the Arabidopsis thaliana primary root. To aid in this analysis, a ‘Uniform Longitudinal Strain Rule’ (ULSR) was formulated as a necessary condition for stable, unidirectional, symplastic growth. Our simulations indicate that symplastic structures are robust to differences in longitudinal strain rates along the growth axis only if these differences are small and short-lived. Whereas simple cell-autonomous regulatory rules based on counters and timers can produce stable growth, it was found that steady developmental zones and smooth transitions in cell lengths are not feasible. By introducing spatial cues into growth regulation, those inadequacies could be avoided and experimental data could be faithfully reproduced. Nevertheless, a root growth model based on previous polar auxin-transport mechanisms violates the proposed ULSR due to the presence of lateral gradients. Models with layer-specific regulation or layer-driven growth offer potential solutions. Alternatively, a model representing the known cross-talk between auxin, as the cell proliferation promoting factor, and cytokinin, as the cell differentiation promoting factor, predicts the effect of hormone-perturbations on meristem size. By down-regulating PIN-mediated transport through the transcription factor SHY2, cytokinin effectively flattens the lateral auxin gradient, at the basal boundary of the division zone, (thereby imposing the ULSR) to signal the exit of proliferation and start of elongation. This model exploration underlines the value of generating virtual root growth kinematics to dissect and understand the mechanisms controlling this biological system.
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spelling pubmed-42146222014-11-05 Putting Theory to the Test: Which Regulatory Mechanisms Can Drive Realistic Growth of a Root? De Vos, Dirk Vissenberg, Kris Broeckhove, Jan Beemster, Gerrit T. S. PLoS Comput Biol Research Article In recent years there has been a strong development of computational approaches to mechanistically understand organ growth regulation in plants. In this study, simulation methods were used to explore which regulatory mechanisms can lead to realistic output at the cell and whole organ scale and which other possibilities must be discarded as they result in cellular patterns and kinematic characteristics that are not consistent with experimental observations for the Arabidopsis thaliana primary root. To aid in this analysis, a ‘Uniform Longitudinal Strain Rule’ (ULSR) was formulated as a necessary condition for stable, unidirectional, symplastic growth. Our simulations indicate that symplastic structures are robust to differences in longitudinal strain rates along the growth axis only if these differences are small and short-lived. Whereas simple cell-autonomous regulatory rules based on counters and timers can produce stable growth, it was found that steady developmental zones and smooth transitions in cell lengths are not feasible. By introducing spatial cues into growth regulation, those inadequacies could be avoided and experimental data could be faithfully reproduced. Nevertheless, a root growth model based on previous polar auxin-transport mechanisms violates the proposed ULSR due to the presence of lateral gradients. Models with layer-specific regulation or layer-driven growth offer potential solutions. Alternatively, a model representing the known cross-talk between auxin, as the cell proliferation promoting factor, and cytokinin, as the cell differentiation promoting factor, predicts the effect of hormone-perturbations on meristem size. By down-regulating PIN-mediated transport through the transcription factor SHY2, cytokinin effectively flattens the lateral auxin gradient, at the basal boundary of the division zone, (thereby imposing the ULSR) to signal the exit of proliferation and start of elongation. This model exploration underlines the value of generating virtual root growth kinematics to dissect and understand the mechanisms controlling this biological system. Public Library of Science 2014-10-30 /pmc/articles/PMC4214622/ /pubmed/25358093 http://dx.doi.org/10.1371/journal.pcbi.1003910 Text en © 2014 De Vos 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
De Vos, Dirk
Vissenberg, Kris
Broeckhove, Jan
Beemster, Gerrit T. S.
Putting Theory to the Test: Which Regulatory Mechanisms Can Drive Realistic Growth of a Root?
title Putting Theory to the Test: Which Regulatory Mechanisms Can Drive Realistic Growth of a Root?
title_full Putting Theory to the Test: Which Regulatory Mechanisms Can Drive Realistic Growth of a Root?
title_fullStr Putting Theory to the Test: Which Regulatory Mechanisms Can Drive Realistic Growth of a Root?
title_full_unstemmed Putting Theory to the Test: Which Regulatory Mechanisms Can Drive Realistic Growth of a Root?
title_short Putting Theory to the Test: Which Regulatory Mechanisms Can Drive Realistic Growth of a Root?
title_sort putting theory to the test: which regulatory mechanisms can drive realistic growth of a root?
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4214622/
https://www.ncbi.nlm.nih.gov/pubmed/25358093
http://dx.doi.org/10.1371/journal.pcbi.1003910
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