Literature DB >> 21398671

High-throughput feature counting and measurement of roots.

Asad Naeem1, Andrew P French, Darren M Wells, Tony P Pridmore.   

Abstract

SUMMARY: The original RootTrace tool has proved successful in measuring primary root lengths across time series image data. Biologists have shown interest in using the tool to address further problems, namely counting lateral roots to use as parameters in screening studies, and measuring highly curved roots. To address this, the software has been extended to count emerged lateral roots, and the tracking model extended so that strongly curved and agravitropic roots can be now be recovered. Here, we describe the novel image analysis algorithms and user interface implemented within the RootTrace framework to handle such situations and evaluate the results. AVAILABILITY: The software is open source and available from http://sourceforge.net/projects/roottrace.

Mesh:

Year:  2011        PMID: 21398671     DOI: 10.1093/bioinformatics/btr126

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  16 in total

Review 1.  Multiscale systems analysis of root growth and development: modeling beyond the network and cellular scales.

Authors:  Leah R Band; John A Fozard; Christophe Godin; Oliver E Jensen; Tony Pridmore; Malcolm J Bennett; John R King
Journal:  Plant Cell       Date:  2012-10-30       Impact factor: 11.277

2.  Image-based high-throughput field phenotyping of crop roots.

Authors:  Alexander Bucksch; James Burridge; Larry M York; Abhiram Das; Eric Nord; Joshua S Weitz; Jonathan P Lynch
Journal:  Plant Physiol       Date:  2014-09-03       Impact factor: 8.340

3.  A novel image-analysis toolbox enabling quantitative analysis of root system architecture.

Authors:  Guillaume Lobet; Loïc Pagès; Xavier Draye
Journal:  Plant Physiol       Date:  2011-07-19       Impact factor: 8.340

4.  Recovering the dynamics of root growth and development using novel image acquisition and analysis methods.

Authors:  Darren M Wells; Andrew P French; Asad Naeem; Omer Ishaq; Richard Traini; Hussein I Hijazi; Hussein Hijazi; Malcolm J Bennett; Tony P Pridmore
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2012-06-05       Impact factor: 6.237

5.  Using flatbed scanners to collect high-resolution time-lapsed images of the arabidopsis root gravitropic response.

Authors:  Halie C Smith; Devon J Niewohner; Grant D Dewey; Autumn M Longo; Tracy L Guy; Bradley R Higgins; Sarah B Daehling; Sarah C Genrich; Christopher D Wentworth; Tessa L Durham Brooks
Journal:  J Vis Exp       Date:  2014-01-25       Impact factor: 1.355

6.  RootNav: navigating images of complex root architectures.

Authors:  Michael P Pound; Andrew P French; Jonathan A Atkinson; Darren M Wells; Malcolm J Bennett; Tony Pridmore
Journal:  Plant Physiol       Date:  2013-06-13       Impact factor: 8.340

7.  EZ-Root-VIS: A Software Pipeline for the Rapid Analysis and Visual Reconstruction of Root System Architecture.

Authors:  Zaigham Shahzad; Fabian Kellermeier; Emily M Armstrong; Simon Rogers; Guillaume Lobet; Anna Amtmann; Adrian Hills
Journal:  Plant Physiol       Date:  2018-06-12       Impact factor: 8.340

8.  Recovering root system traits using image analysis exemplified by two-dimensional neutron radiography images of lupine.

Authors:  Daniel Leitner; Bernd Felderer; Peter Vontobel; Andrea Schnepf
Journal:  Plant Physiol       Date:  2013-11-11       Impact factor: 8.340

9.  ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture.

Authors:  Nicolás Gaggion; Federico Ariel; Vladimir Daric; Éric Lambert; Simon Legendre; Thomas Roulé; Alejandra Camoirano; Diego H Milone; Martin Crespi; Thomas Blein; Enzo Ferrante
Journal:  Gigascience       Date:  2021-07-20       Impact factor: 6.524

10.  GiA Roots: software for the high throughput analysis of plant root system architecture.

Authors:  Taras Galkovskyi; Yuriy Mileyko; Alexander Bucksch; Brad Moore; Olga Symonova; Charles A Price; Christopher N Topp; Anjali S Iyer-Pascuzzi; Paul R Zurek; Suqin Fang; John Harer; Philip N Benfey; Joshua S Weitz
Journal:  BMC Plant Biol       Date:  2012-07-26       Impact factor: 4.215

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