Literature DB >> 22527394

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

Darren M Wells1, Andrew P French, Asad Naeem, Omer Ishaq, Richard Traini, Hussein I Hijazi, Hussein Hijazi, Malcolm J Bennett, Tony P Pridmore.   

Abstract

Roots are highly responsive to environmental signals encountered in the rhizosphere, such as nutrients, mechanical resistance and gravity. As a result, root growth and development is very plastic. If this complex and vital process is to be understood, methods and tools are required to capture the dynamics of root responses. Tools are needed which are high-throughput, supporting large-scale experimental work, and provide accurate, high-resolution, quantitative data. We describe and demonstrate the efficacy of the high-throughput and high-resolution root imaging systems recently developed within the Centre for Plant Integrative Biology (CPIB). This toolset includes (i) robotic imaging hardware to generate time-lapse datasets from standard cameras under infrared illumination and (ii) automated image analysis methods and software to extract quantitative information about root growth and development both from these images and via high-resolution light microscopy. These methods are demonstrated using data gathered during an experimental study of the gravitropic response of Arabidopsis thaliana.

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Year:  2012        PMID: 22527394      PMCID: PMC3321695          DOI: 10.1098/rstb.2011.0291

Source DB:  PubMed          Journal:  Philos Trans R Soc Lond B Biol Sci        ISSN: 0962-8436            Impact factor:   6.237


  17 in total

1.  Phytochromes A and B mediate red-light-induced positive phototropism in roots.

Authors:  John Z Kiss; Jack L Mullen; Melanie J Correll; Roger P Hangarter
Journal:  Plant Physiol       Date:  2003-03       Impact factor: 8.340

2.  High-throughput feature counting and measurement of roots.

Authors:  Asad Naeem; Andrew P French; Darren M Wells; Tony P Pridmore
Journal:  Bioinformatics       Date:  2011-03-12       Impact factor: 6.937

3.  Novel auxin transport inhibitors phenocopy the auxin influx carrier mutation aux1.

Authors:  G Parry; A Delbarre; A Marchant; R Swarup; R Napier; C Perrot-Rechenmann; M J Bennett
Journal:  Plant J       Date:  2001-02       Impact factor: 6.417

4.  High-throughput quantification of root growth using a novel image-analysis tool.

Authors:  Andrew French; Susana Ubeda-Tomás; Tara J Holman; Malcolm J Bennett; Tony Pridmore
Journal:  Plant Physiol       Date:  2009-06-10       Impact factor: 8.340

5.  A new algorithm for computational image analysis of deformable motion at high spatial and temporal resolution applied to root growth. Roughly uniform elongation in the meristem and also, after an abrupt acceleration, in the elongation zone.

Authors:  Corine M van der Weele; Hai S Jiang; Krishnan K Palaniappan; Viktor B Ivanov; Kannapan Palaniappan; Tobias I Baskin
Journal:  Plant Physiol       Date:  2003-07       Impact factor: 8.340

6.  Plasticity of Arabidopsis root gravitropism throughout a multidimensional condition space quantified by automated image analysis.

Authors:  Tessa L Durham Brooks; Nathan D Miller; Edgar P Spalding
Journal:  Plant Physiol       Date:  2009-11-18       Impact factor: 8.340

7.  Combined MRI-PET dissects dynamic changes in plant structures and functions.

Authors:  Siegfried Jahnke; Marion I Menzel; Dagmar van Dusschoten; Gerhard W Roeb; Jonas Bühler; Senay Minwuyelet; Peter Blümler; Vicky M Temperton; Thomas Hombach; Matthias Streun; Simone Beer; Maryam Khodaverdi; Karl Ziemons; Heinz H Coenen; Ulrich Schurr
Journal:  Plant J       Date:  2009-04-06       Impact factor: 6.417

8.  A novel image-analysis technique for kinematic study of growth and curvature.

Authors:  Paramita Basu; Anupam Pal; Jonathan P Lynch; Kathleen M Brown
Journal:  Plant Physiol       Date:  2007-08-24       Impact factor: 8.340

9.  Spatio-temporal leaf growth patterns of Arabidopsis thaliana and evidence for sugar control of the diel leaf growth cycle.

Authors:  A Wiese; M M Christ; O Virnich; U Schurr; A Walter
Journal:  New Phytol       Date:  2007       Impact factor: 10.151

10.  Statistical evaluation of transcriptomic data generated using the Affymetrix one-cycle, two-cycle and IVT-Express RNA labelling protocols with the Arabidopsis ATH1 microarray.

Authors:  Tara J Holman; Michael H Wilson; Kim Kenobi; Ian L Dryden; T Charlie Hodgman; Andrew Ta Wood; Michael J Holdsworth
Journal:  Plant Methods       Date:  2010-03-15       Impact factor: 4.993

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  18 in total

1.  RootNav 2.0: Deep learning for automatic navigation of complex plant root architectures.

Authors:  Robail Yasrab; Jonathan A Atkinson; Darren M Wells; Andrew P French; Tony P Pridmore; Michael P Pound
Journal:  Gigascience       Date:  2019-11-01       Impact factor: 6.524

2.  3D phenotyping and quantitative trait locus mapping identify core regions of the rice genome controlling root architecture.

Authors:  Christopher N Topp; Anjali S Iyer-Pascuzzi; Jill T Anderson; Cheng-Ruei Lee; Paul R Zurek; Olga Symonova; Ying Zheng; Alexander Bucksch; Yuriy Mileyko; Taras Galkovskyi; Brad T Moore; John Harer; Herbert Edelsbrunner; Thomas Mitchell-Olds; Joshua S Weitz; Philip N Benfey
Journal:  Proc Natl Acad Sci U S A       Date:  2013-04-11       Impact factor: 11.205

3.  RootScape: a landmark-based system for rapid screening of root architecture in Arabidopsis.

Authors:  Daniela Ristova; Ulises Rosas; Gabriel Krouk; Sandrine Ruffel; Kenneth D Birnbaum; Gloria M Coruzzi
Journal:  Plant Physiol       Date:  2013-01-18       Impact factor: 8.340

4.  AUTOMATED QUANTIFICATION OF ZEBRAFISH TAIL DEFORMATION FOR HIGH-THROUGHPUT DRUG SCREENING.

Authors:  Omer Ishaq; Joseph Negri; Mark-Anthony Bray; Alexandra Pacureanu; Randall T Peterson; Carolina Wählby
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2013

5.  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

6.  Root system architecture: insights from Arabidopsis and cereal crops.

Authors:  Stephanie Smith; Ive De Smet
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2012-06-05       Impact factor: 6.237

7.  Analyzing lateral root development: how to move forward.

Authors:  Ive De Smet; Philip J White; A Glyn Bengough; Lionel Dupuy; Boris Parizot; Ilda Casimiro; Renze Heidstra; Marta Laskowski; Marc Lepetit; Frank Hochholdinger; Xavier Draye; Hanma Zhang; Martin R Broadley; Benjamin Péret; John P Hammond; Hidehiro Fukaki; Sacha Mooney; Jonathan P Lynch; Phillipe Nacry; Ulrich Schurr; Laurent Laplaze; Philip Benfey; Tom Beeckman; Malcolm Bennett
Journal:  Plant Cell       Date:  2012-01-06       Impact factor: 11.277

8.  Dioxygenase-encoding AtDAO1 gene controls IAA oxidation and homeostasis in Arabidopsis.

Authors:  Silvana Porco; Aleš Pěnčík; Afaf Rashed; Ute Voß; Rubén Casanova-Sáez; Anthony Bishopp; Agata Golebiowska; Rahul Bhosale; Ranjan Swarup; Kamal Swarup; Pavlína Peňáková; Ondřej Novák; Paul Staswick; Peter Hedden; Andrew L Phillips; Kris Vissenberg; Malcolm J Bennett; Karin Ljung
Journal:  Proc Natl Acad Sci U S A       Date:  2016-09-20       Impact factor: 11.205

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.  Synchronous high-resolution phenotyping of leaf and root growth in Nicotiana tabacum over 24-h periods with GROWMAP-plant.

Authors:  Tom Ruts; Shizue Matsubara; Achim Walter
Journal:  Plant Methods       Date:  2013-01-23       Impact factor: 4.993

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