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Nutrient dose-responsive transcriptome changes driven by Michaelis–Menten kinetics underlie plant growth rates

An increase in nutrient dose leads to proportional increases in crop biomass and agricultural yield. However, the molecular underpinnings of this nutrient dose–response are largely unknown. To investigate, we assayed changes in the Arabidopsis root transcriptome to different doses of nitrogen (N)—a...

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Autores principales: Swift, Joseph, Alvarez, Jose M., Araus, Viviana, Gutiérrez, Rodrigo A., Coruzzi, Gloria M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7293603/
https://www.ncbi.nlm.nih.gov/pubmed/32414922
http://dx.doi.org/10.1073/pnas.1918619117
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author Swift, Joseph
Alvarez, Jose M.
Araus, Viviana
Gutiérrez, Rodrigo A.
Coruzzi, Gloria M.
author_facet Swift, Joseph
Alvarez, Jose M.
Araus, Viviana
Gutiérrez, Rodrigo A.
Coruzzi, Gloria M.
author_sort Swift, Joseph
collection PubMed
description An increase in nutrient dose leads to proportional increases in crop biomass and agricultural yield. However, the molecular underpinnings of this nutrient dose–response are largely unknown. To investigate, we assayed changes in the Arabidopsis root transcriptome to different doses of nitrogen (N)—a key plant nutrient—as a function of time. By these means, we found that rate changes of genome-wide transcript levels in response to N-dose could be explained by a simple kinetic principle: the Michaelis–Menten (MM) model. Fitting the MM model allowed us to estimate the maximum rate of transcript change (V(max)), as well as the N-dose at which one-half of V(max) was achieved (K(m)) for 1,153 N-dose–responsive genes. Since transcription factors (TFs) can act in part as the catalytic agents that determine the rates of transcript change, we investigated their role in regulating N-dose–responsive MM-modeled genes. We found that altering the abundance of TGA1, an early N-responsive TF, perturbed the maximum rates of N-dose transcriptomic responses (V(max)), K(m), as well as the rate of N-dose–responsive plant growth. We experimentally validated that MM-modeled N-dose–responsive genes included both direct and indirect TGA1 targets, using a root cell TF assay to detect TF binding and/or TF regulation genome-wide. Taken together, our results support a molecular mechanism of transcriptional control that allows an increase in N-dose to lead to a proportional change in the rate of genome-wide expression and plant growth.
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spelling pubmed-72936032020-06-18 Nutrient dose-responsive transcriptome changes driven by Michaelis–Menten kinetics underlie plant growth rates Swift, Joseph Alvarez, Jose M. Araus, Viviana Gutiérrez, Rodrigo A. Coruzzi, Gloria M. Proc Natl Acad Sci U S A Biological Sciences An increase in nutrient dose leads to proportional increases in crop biomass and agricultural yield. However, the molecular underpinnings of this nutrient dose–response are largely unknown. To investigate, we assayed changes in the Arabidopsis root transcriptome to different doses of nitrogen (N)—a key plant nutrient—as a function of time. By these means, we found that rate changes of genome-wide transcript levels in response to N-dose could be explained by a simple kinetic principle: the Michaelis–Menten (MM) model. Fitting the MM model allowed us to estimate the maximum rate of transcript change (V(max)), as well as the N-dose at which one-half of V(max) was achieved (K(m)) for 1,153 N-dose–responsive genes. Since transcription factors (TFs) can act in part as the catalytic agents that determine the rates of transcript change, we investigated their role in regulating N-dose–responsive MM-modeled genes. We found that altering the abundance of TGA1, an early N-responsive TF, perturbed the maximum rates of N-dose transcriptomic responses (V(max)), K(m), as well as the rate of N-dose–responsive plant growth. We experimentally validated that MM-modeled N-dose–responsive genes included both direct and indirect TGA1 targets, using a root cell TF assay to detect TF binding and/or TF regulation genome-wide. Taken together, our results support a molecular mechanism of transcriptional control that allows an increase in N-dose to lead to a proportional change in the rate of genome-wide expression and plant growth. National Academy of Sciences 2020-06-09 2020-05-15 /pmc/articles/PMC7293603/ /pubmed/32414922 http://dx.doi.org/10.1073/pnas.1918619117 Text en Copyright © 2020 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Biological Sciences
Swift, Joseph
Alvarez, Jose M.
Araus, Viviana
Gutiérrez, Rodrigo A.
Coruzzi, Gloria M.
Nutrient dose-responsive transcriptome changes driven by Michaelis–Menten kinetics underlie plant growth rates
title Nutrient dose-responsive transcriptome changes driven by Michaelis–Menten kinetics underlie plant growth rates
title_full Nutrient dose-responsive transcriptome changes driven by Michaelis–Menten kinetics underlie plant growth rates
title_fullStr Nutrient dose-responsive transcriptome changes driven by Michaelis–Menten kinetics underlie plant growth rates
title_full_unstemmed Nutrient dose-responsive transcriptome changes driven by Michaelis–Menten kinetics underlie plant growth rates
title_short Nutrient dose-responsive transcriptome changes driven by Michaelis–Menten kinetics underlie plant growth rates
title_sort nutrient dose-responsive transcriptome changes driven by michaelis–menten kinetics underlie plant growth rates
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7293603/
https://www.ncbi.nlm.nih.gov/pubmed/32414922
http://dx.doi.org/10.1073/pnas.1918619117
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