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Computed tomography scanning can monitor the effects of soil medium on root system development: an example of salt stress in corn

Seeds and young seedlings often encounter high soluble salt levels in the upmost soil layers, impeding vigorous growth by affecting root establishment. Computed tomography (CT) scanning used at low X-ray doses can help study root development in such conditions non-destructively, because plants are a...

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Autores principales: Subramanian, Sowmyalakshmi, Han, Liwen, Dutilleul, Pierre, Smith, Donald L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4411998/
https://www.ncbi.nlm.nih.gov/pubmed/25972876
http://dx.doi.org/10.3389/fpls.2015.00256
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author Subramanian, Sowmyalakshmi
Han, Liwen
Dutilleul, Pierre
Smith, Donald L.
author_facet Subramanian, Sowmyalakshmi
Han, Liwen
Dutilleul, Pierre
Smith, Donald L.
author_sort Subramanian, Sowmyalakshmi
collection PubMed
description Seeds and young seedlings often encounter high soluble salt levels in the upmost soil layers, impeding vigorous growth by affecting root establishment. Computed tomography (CT) scanning used at low X-ray doses can help study root development in such conditions non-destructively, because plants are allowed to grow throughout the experiment. Using a high-resolution Toshiba XVision CT scanner, we studied corn (Zea mays L.) root growth under optimal and salt-stressed conditions in 3D and on a weekly basis over 3 weeks. Two groups of three corn plants were grown in the controlled environment of a growth chamber, in mid-sized plastic pots filled with sieved and autoclaved sand. Seedlings were subjected to first CT scanning 1 week after seed planting. Our main research objectives concerning root systems were: (i) to quantify structural complexity from fractal dimensions estimated on skeletal 3-D images built from CT scanning data; (ii) to measure growth from volumes and lengths and the derived relative rates and increments, after isolating primary and secondary roots from the soil medium in CT scanning data; and (iii) to assess differences in complexity and growth per week and over Weeks 1–3 for groups of corn plants. Differences between groups were present from Week 1; starting in Week 2 secondary roots were present and could be isolated, which refined the complexity and growth analyses of root systems. Besides expected Week main effects (P < 0.01 or 0.05), Week × Group interaction (P < 0.05 or 0.10), and Group main effects were observed. Graphical, quantitative, and statistical analyses of CT scanning data were thus completed at an unprecedented level, and provided new and important insights regarding root system development. Repeated CT scanning is the key to a better understanding of the establishment in the soil medium of crop plants such as corn and the assessment of salt stress effects on developing root systems, in complexity, volume, and length.
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spelling pubmed-44119982015-05-13 Computed tomography scanning can monitor the effects of soil medium on root system development: an example of salt stress in corn Subramanian, Sowmyalakshmi Han, Liwen Dutilleul, Pierre Smith, Donald L. Front Plant Sci Plant Science Seeds and young seedlings often encounter high soluble salt levels in the upmost soil layers, impeding vigorous growth by affecting root establishment. Computed tomography (CT) scanning used at low X-ray doses can help study root development in such conditions non-destructively, because plants are allowed to grow throughout the experiment. Using a high-resolution Toshiba XVision CT scanner, we studied corn (Zea mays L.) root growth under optimal and salt-stressed conditions in 3D and on a weekly basis over 3 weeks. Two groups of three corn plants were grown in the controlled environment of a growth chamber, in mid-sized plastic pots filled with sieved and autoclaved sand. Seedlings were subjected to first CT scanning 1 week after seed planting. Our main research objectives concerning root systems were: (i) to quantify structural complexity from fractal dimensions estimated on skeletal 3-D images built from CT scanning data; (ii) to measure growth from volumes and lengths and the derived relative rates and increments, after isolating primary and secondary roots from the soil medium in CT scanning data; and (iii) to assess differences in complexity and growth per week and over Weeks 1–3 for groups of corn plants. Differences between groups were present from Week 1; starting in Week 2 secondary roots were present and could be isolated, which refined the complexity and growth analyses of root systems. Besides expected Week main effects (P < 0.01 or 0.05), Week × Group interaction (P < 0.05 or 0.10), and Group main effects were observed. Graphical, quantitative, and statistical analyses of CT scanning data were thus completed at an unprecedented level, and provided new and important insights regarding root system development. Repeated CT scanning is the key to a better understanding of the establishment in the soil medium of crop plants such as corn and the assessment of salt stress effects on developing root systems, in complexity, volume, and length. Frontiers Media S.A. 2015-04-28 /pmc/articles/PMC4411998/ /pubmed/25972876 http://dx.doi.org/10.3389/fpls.2015.00256 Text en Copyright © 2015 Subramanian, Han, Dutilleul and Smith. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Subramanian, Sowmyalakshmi
Han, Liwen
Dutilleul, Pierre
Smith, Donald L.
Computed tomography scanning can monitor the effects of soil medium on root system development: an example of salt stress in corn
title Computed tomography scanning can monitor the effects of soil medium on root system development: an example of salt stress in corn
title_full Computed tomography scanning can monitor the effects of soil medium on root system development: an example of salt stress in corn
title_fullStr Computed tomography scanning can monitor the effects of soil medium on root system development: an example of salt stress in corn
title_full_unstemmed Computed tomography scanning can monitor the effects of soil medium on root system development: an example of salt stress in corn
title_short Computed tomography scanning can monitor the effects of soil medium on root system development: an example of salt stress in corn
title_sort computed tomography scanning can monitor the effects of soil medium on root system development: an example of salt stress in corn
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4411998/
https://www.ncbi.nlm.nih.gov/pubmed/25972876
http://dx.doi.org/10.3389/fpls.2015.00256
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