Root Hair Sizer: an algorithm for high throughput recovery of different root hair and root developmental parameters

Abstract Background The root is an important organ for water and nutrient uptake, and soil anchorage. It is equipped with root hairs (RHs) which are elongated structures increasing the exchange surface with the soil. RHs are also studied as a model for plant cellular development, as they represent a...

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Main Authors: Marjorie Guichard, Jean-Marc Allain, Michele Wolfe Bianchi, Jean-Marie Frachisse
Format: Article
Language:English
Published: BMC 2019-09-01
Series:Plant Methods
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13007-019-0483-z
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spelling doaj-51c82e434bd94792bb402c000721e7202020-11-25T03:33:05ZengBMCPlant Methods1746-48112019-09-0115111310.1186/s13007-019-0483-zRoot Hair Sizer: an algorithm for high throughput recovery of different root hair and root developmental parametersMarjorie Guichard0Jean-Marc Allain1Michele Wolfe Bianchi2Jean-Marie Frachisse3Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, Université Paris-Saclay, Sciences Plant SaclayLMS, Ecole Polytechnique, CNRSInstitute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, Université Paris-Saclay, Sciences Plant SaclayInstitute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, Université Paris-Saclay, Sciences Plant SaclayAbstract Background The root is an important organ for water and nutrient uptake, and soil anchorage. It is equipped with root hairs (RHs) which are elongated structures increasing the exchange surface with the soil. RHs are also studied as a model for plant cellular development, as they represent a single cell with specific and highly regulated polarized elongation. For these reasons, it is useful to be able to accurately quantify RH length employing standardized procedures. Methods commonly employed rely on manual steps and are therefore time consuming and prone to errors, restricting analysis to a short segment of the root tip. Few partially automated methods have been reported to increase measurement efficiency. However, none of the reported methods allow an accurate and standardized definition of the position along the root for RH length measurement, making data comparison difficult. Results We developed an image analysis algorithm that semi-automatically detects RHs and measures their length along the whole differentiation zone of roots. This method, implemented as a simple automated script in ImageJ/Fiji software that we termed Root Hair Sizer, slides a rectangular window along a binarized and straightened image of root tips to estimate the maximal RH length in a given measuring interval. This measure is not affected by heavily bent RHs and any bald spots. RH length data along the root are then modelled with a sigmoidal curve, generating several biologically significant parameters such as RH length, positioning of the root differentiation zone and, under certain conditions, RH growth rate. Conclusions Image analysis with Root Hair Sizer and subsequent sigmoidal modelling of RH length data provide a simple and efficient way to characterize RH growth in different conditions, equally suitable to small and large scale phenotyping experiments.http://link.springer.com/article/10.1186/s13007-019-0483-zRoot hairImage analysisCell elongationRootPhenotypingMedicago truncatula
collection DOAJ
language English
format Article
sources DOAJ
author Marjorie Guichard
Jean-Marc Allain
Michele Wolfe Bianchi
Jean-Marie Frachisse
spellingShingle Marjorie Guichard
Jean-Marc Allain
Michele Wolfe Bianchi
Jean-Marie Frachisse
Root Hair Sizer: an algorithm for high throughput recovery of different root hair and root developmental parameters
Plant Methods
Root hair
Image analysis
Cell elongation
Root
Phenotyping
Medicago truncatula
author_facet Marjorie Guichard
Jean-Marc Allain
Michele Wolfe Bianchi
Jean-Marie Frachisse
author_sort Marjorie Guichard
title Root Hair Sizer: an algorithm for high throughput recovery of different root hair and root developmental parameters
title_short Root Hair Sizer: an algorithm for high throughput recovery of different root hair and root developmental parameters
title_full Root Hair Sizer: an algorithm for high throughput recovery of different root hair and root developmental parameters
title_fullStr Root Hair Sizer: an algorithm for high throughput recovery of different root hair and root developmental parameters
title_full_unstemmed Root Hair Sizer: an algorithm for high throughput recovery of different root hair and root developmental parameters
title_sort root hair sizer: an algorithm for high throughput recovery of different root hair and root developmental parameters
publisher BMC
series Plant Methods
issn 1746-4811
publishDate 2019-09-01
description Abstract Background The root is an important organ for water and nutrient uptake, and soil anchorage. It is equipped with root hairs (RHs) which are elongated structures increasing the exchange surface with the soil. RHs are also studied as a model for plant cellular development, as they represent a single cell with specific and highly regulated polarized elongation. For these reasons, it is useful to be able to accurately quantify RH length employing standardized procedures. Methods commonly employed rely on manual steps and are therefore time consuming and prone to errors, restricting analysis to a short segment of the root tip. Few partially automated methods have been reported to increase measurement efficiency. However, none of the reported methods allow an accurate and standardized definition of the position along the root for RH length measurement, making data comparison difficult. Results We developed an image analysis algorithm that semi-automatically detects RHs and measures their length along the whole differentiation zone of roots. This method, implemented as a simple automated script in ImageJ/Fiji software that we termed Root Hair Sizer, slides a rectangular window along a binarized and straightened image of root tips to estimate the maximal RH length in a given measuring interval. This measure is not affected by heavily bent RHs and any bald spots. RH length data along the root are then modelled with a sigmoidal curve, generating several biologically significant parameters such as RH length, positioning of the root differentiation zone and, under certain conditions, RH growth rate. Conclusions Image analysis with Root Hair Sizer and subsequent sigmoidal modelling of RH length data provide a simple and efficient way to characterize RH growth in different conditions, equally suitable to small and large scale phenotyping experiments.
topic Root hair
Image analysis
Cell elongation
Root
Phenotyping
Medicago truncatula
url http://link.springer.com/article/10.1186/s13007-019-0483-z
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