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Capturing in-field root system dynamics with RootTracker

Optimizing root system architecture offers a promising approach to developing stress tolerant cultivars in the face of climate change, as root systems are critical for water and nutrient uptake as well as mechanical stability. However, breeding for optimal root system architecture has been hindered...

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Autores principales: Aguilar, Jeffrey J, Moore, Matt, Johnson, Logan, Greenhut, Rachel F, Rogers, Eric, Walker, Drew, O’Neil, Fletcher, Edwards, Jake L, Thystrup, Jake, Farrow, Sam, Windle, Jesse B, Benfey, Philip N
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566282/
https://www.ncbi.nlm.nih.gov/pubmed/34618063
http://dx.doi.org/10.1093/plphys/kiab352
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author Aguilar, Jeffrey J
Moore, Matt
Johnson, Logan
Greenhut, Rachel F
Rogers, Eric
Walker, Drew
O’Neil, Fletcher
Edwards, Jake L
Thystrup, Jake
Farrow, Sam
Windle, Jesse B
Benfey, Philip N
author_facet Aguilar, Jeffrey J
Moore, Matt
Johnson, Logan
Greenhut, Rachel F
Rogers, Eric
Walker, Drew
O’Neil, Fletcher
Edwards, Jake L
Thystrup, Jake
Farrow, Sam
Windle, Jesse B
Benfey, Philip N
author_sort Aguilar, Jeffrey J
collection PubMed
description Optimizing root system architecture offers a promising approach to developing stress tolerant cultivars in the face of climate change, as root systems are critical for water and nutrient uptake as well as mechanical stability. However, breeding for optimal root system architecture has been hindered by the difficulty in measuring root growth in the field. Here, we describe the RootTracker, a technology that employs impedance touch sensors to monitor in-field root growth over time. Configured in a cylindrical, window shutter-like fashion around a planted seed, 264 electrodes are individually charged multiple times over the course of an experiment. Signature changes in the measured capacitance and resistance readings indicate when a root has touched or grown close to an electrode. Using the RootTracker, we have measured root system dynamics of commercial maize (Zea mays) hybrids growing in both typical Midwest field conditions and under different irrigation regimes. We observed rapid responses of root growth to water deficits and found evidence for a “priming response” in which an early water deficit causes more and deeper roots to grow at later time periods. Genotypic variation among hybrid maize lines in their root growth in response to drought indicated a potential to breed for root systems adapted for different environments. Thus, the RootTracker is able to capture changes in root growth over time in response to environmental perturbations.
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spelling pubmed-85662822021-11-04 Capturing in-field root system dynamics with RootTracker Aguilar, Jeffrey J Moore, Matt Johnson, Logan Greenhut, Rachel F Rogers, Eric Walker, Drew O’Neil, Fletcher Edwards, Jake L Thystrup, Jake Farrow, Sam Windle, Jesse B Benfey, Philip N Plant Physiol Focus Issue on Architecture and Plasticity Optimizing root system architecture offers a promising approach to developing stress tolerant cultivars in the face of climate change, as root systems are critical for water and nutrient uptake as well as mechanical stability. However, breeding for optimal root system architecture has been hindered by the difficulty in measuring root growth in the field. Here, we describe the RootTracker, a technology that employs impedance touch sensors to monitor in-field root growth over time. Configured in a cylindrical, window shutter-like fashion around a planted seed, 264 electrodes are individually charged multiple times over the course of an experiment. Signature changes in the measured capacitance and resistance readings indicate when a root has touched or grown close to an electrode. Using the RootTracker, we have measured root system dynamics of commercial maize (Zea mays) hybrids growing in both typical Midwest field conditions and under different irrigation regimes. We observed rapid responses of root growth to water deficits and found evidence for a “priming response” in which an early water deficit causes more and deeper roots to grow at later time periods. Genotypic variation among hybrid maize lines in their root growth in response to drought indicated a potential to breed for root systems adapted for different environments. Thus, the RootTracker is able to capture changes in root growth over time in response to environmental perturbations. Oxford University Press 2021-07-27 /pmc/articles/PMC8566282/ /pubmed/34618063 http://dx.doi.org/10.1093/plphys/kiab352 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of American Society of Plant Biologists. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Focus Issue on Architecture and Plasticity
Aguilar, Jeffrey J
Moore, Matt
Johnson, Logan
Greenhut, Rachel F
Rogers, Eric
Walker, Drew
O’Neil, Fletcher
Edwards, Jake L
Thystrup, Jake
Farrow, Sam
Windle, Jesse B
Benfey, Philip N
Capturing in-field root system dynamics with RootTracker
title Capturing in-field root system dynamics with RootTracker
title_full Capturing in-field root system dynamics with RootTracker
title_fullStr Capturing in-field root system dynamics with RootTracker
title_full_unstemmed Capturing in-field root system dynamics with RootTracker
title_short Capturing in-field root system dynamics with RootTracker
title_sort capturing in-field root system dynamics with roottracker
topic Focus Issue on Architecture and Plasticity
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566282/
https://www.ncbi.nlm.nih.gov/pubmed/34618063
http://dx.doi.org/10.1093/plphys/kiab352
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