Literature DB >> 23380664

LeafJ: an ImageJ plugin for semi-automated leaf shape measurement.

Julin N Maloof1, Kazunari Nozue, Maxwell R Mumbach, Christine M Palmer.   

Abstract

High throughput phenotyping (phenomics) is a powerful tool for linking genes to their functions (see review and recent examples). Leaves are the primary photosynthetic organ, and their size and shape vary developmentally and environmentally within a plant. For these reasons studies on leaf morphology require measurement of multiple parameters from numerous leaves, which is best done by semi-automated phenomics tools. Canopy shade is an important environmental cue that affects plant architecture and life history; the suite of responses is collectively called the shade avoidance syndrome (SAS). Among SAS responses, shade induced leaf petiole elongation and changes in blade area are particularly useful as indices. To date, leaf shape programs (e.g. SHAPE, LAMINA, LeafAnalyzer, LEAFPROCESSOR) can measure leaf outlines and categorize leaf shapes, but can not output petiole length. Lack of large-scale measurement systems of leaf petioles has inhibited phenomics approaches to SAS research. In this paper, we describe a newly developed ImageJ plugin, called LeafJ, which can rapidly measure petiole length and leaf blade parameters of the model plant Arabidopsis thaliana. For the occasional leaf that required manual correction of the petiole/leaf blade boundary we used a touch-screen tablet. Further, leaf cell shape and leaf cell numbers are important determinants of leaf size. Separate from LeafJ we also present a protocol for using a touch-screen tablet for measuring cell shape, area, and size. Our leaf trait measurement system is not limited to shade-avoidance research and will accelerate leaf phenotyping of many mutants and screening plants by leaf phenotyping.

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Year:  2013        PMID: 23380664      PMCID: PMC3582691          DOI: 10.3791/50028

Source DB:  PubMed          Journal:  J Vis Exp        ISSN: 1940-087X            Impact factor:   1.355


  15 in total

1.  SHAPE: a computer program package for quantitative evaluation of biological shapes based on elliptic Fourier descriptors.

Authors:  H Iwata; Y Ukai
Journal:  J Hered       Date:  2002 Sep-Oct       Impact factor: 2.645

Review 2.  Phenomics--technologies to relieve the phenotyping bottleneck.

Authors:  Robert T Furbank; Mark Tester
Journal:  Trends Plant Sci       Date:  2011-11-09       Impact factor: 18.313

3.  Growth-mediated stress escape: convergence of signal transduction pathways activated upon exposure to two different environmental stresses.

Authors:  Ronald Pierik; Mieke De Wit; Laurentius A C J Voesenek
Journal:  New Phytol       Date:  2010-09-20       Impact factor: 10.151

4.  LEAFPROCESSOR: a new leaf phenotyping tool using contour bending energy and shape cluster analysis.

Authors:  Andreas Backhaus; Asuka Kuwabara; Marion Bauch; Nick Monk; Guido Sanguinetti; Andrew Fleming
Journal:  New Phytol       Date:  2010-04-22       Impact factor: 10.151

Review 5.  Coordination of cell proliferation and cell expansion in the control of leaf size in Arabidopsis thaliana.

Authors:  Gorou Horiguchi; Ali Ferjani; Ushio Fujikura; Hirokazu Tsukaya
Journal:  J Plant Res       Date:  2005-11-12       Impact factor: 2.629

Review 6.  Mechanism of leaf-shape determination.

Authors:  Hirokazu Tsukaya
Journal:  Annu Rev Plant Biol       Date:  2006       Impact factor: 26.379

7.  Large-scale histological analysis of leaf mutants using two simple leaf observation methods: identification of novel genetic pathways governing the size and shape of leaves.

Authors:  Gorou Horiguchi; Ushio Fujikura; Ali Ferjani; Naoko Ishikawa; Hirokazu Tsukaya
Journal:  Plant J       Date:  2006-11       Impact factor: 6.417

8.  Shade avoidance.

Authors:  Jorge J Casal
Journal:  Arabidopsis Book       Date:  2012-01-19

9.  High-content behavioral analysis of Caenorhabditis elegans in precise spatiotemporal chemical environments.

Authors:  Dirk R Albrecht; Cornelia I Bargmann
Journal:  Nat Methods       Date:  2011-06-12       Impact factor: 28.547

10.  Native environment modulates leaf size and response to simulated foliar shade across wild tomato species.

Authors:  Daniel H Chitwood; Lauren R Headland; Daniele L Filiault; Ravi Kumar; José M Jiménez-Gómez; Amanda V Schrager; Daniel S Park; Jie Peng; Neelima R Sinha; Julin N Maloof
Journal:  PLoS One       Date:  2012-01-12       Impact factor: 3.240

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  31 in total

1.  FijiWingsPolarity: An open source toolkit for semi-automated detection of cell polarity.

Authors:  Leonard L Dobens; Anna Shipman; Jeffrey D Axelrod
Journal:  Fly (Austin)       Date:  2017-12-22       Impact factor: 2.160

2.  The REVEILLE Clock Genes Inhibit Growth of Juvenile and Adult Plants by Control of Cell Size.

Authors:  Jennifer A Gray; Akiva Shalit-Kaneh; Dalena Nhu Chu; Polly Yingshan Hsu; Stacey L Harmer
Journal:  Plant Physiol       Date:  2017-03-02       Impact factor: 8.340

3.  Network Analysis Reveals a Role for Salicylic Acid Pathway Components in Shade Avoidance.

Authors:  Kazunari Nozue; Upendra Kumar Devisetty; Saradadevi Lekkala; Patricia Mueller-Moulé; Aurélie Bak; Clare L Casteel; Julin N Maloof
Journal:  Plant Physiol       Date:  2018-10-22       Impact factor: 8.340

4.  SNP genotyping reveals major QTLs for plant architectural traits between A-genome peanut wild species.

Authors:  Ratan Chopra; Charles E Simpson; Andrew Hillhouse; Paxton Payton; Jyotsna Sharma; Mark D Burow
Journal:  Mol Genet Genomics       Date:  2018-08-01       Impact factor: 3.291

5.  FijiWings: an open source toolkit for semiautomated morphometric analysis of insect wings.

Authors:  Alexander C Dobens; Leonard L Dobens
Journal:  G3 (Bethesda)       Date:  2013-08-07       Impact factor: 3.154

6.  Shade avoidance components and pathways in adult plants revealed by phenotypic profiling.

Authors:  Kazunari Nozue; An V Tat; Upendra Kumar Devisetty; Matthew Robinson; Maxwell R Mumbach; Yasunori Ichihashi; Saradadevi Lekkala; Julin N Maloof
Journal:  PLoS Genet       Date:  2015-04-15       Impact factor: 5.917

7.  YUCCA auxin biosynthetic genes are required for Arabidopsis shade avoidance.

Authors:  Patricia Müller-Moulé; Kazunari Nozue; Melissa L Pytlak; Christine M Palmer; Michael F Covington; Andreah D Wallace; Stacey L Harmer; Julin N Maloof
Journal:  PeerJ       Date:  2016-10-13       Impact factor: 2.984

8.  Analysis of the role of Arabidopsis class I TCP genes AtTCP7, AtTCP8, AtTCP22, and AtTCP23 in leaf development.

Authors:  José A Aguilar-Martínez; Neelima Sinha
Journal:  Front Plant Sci       Date:  2013-10-16       Impact factor: 5.753

9.  Ectopic expression of amaranth seed storage albumin modulates photoassimilate transport and nutrient acquisition in sweetpotato.

Authors:  Shubhendu Shekhar; Lalit Agrawal; Divya Mishra; Alak Kumar Buragohain; Mullath Unnikrishnan; Chokkappan Mohan; Subhra Chakraborty; Niranjan Chakraborty
Journal:  Sci Rep       Date:  2016-05-05       Impact factor: 4.379

10.  The Arabidopsis transcription factor ABIG1 relays ABA signaled growth inhibition and drought induced senescence.

Authors:  Tie Liu; Adam D Longhurst; Franklin Talavera-Rauh; Samuel A Hokin; M Kathryn Barton
Journal:  Elife       Date:  2016-10-04       Impact factor: 8.140

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