Literature DB >> 22402928

Computational method for quantifying growth patterns at the adaxial leaf surface in three dimensions.

Lauren Remmler1, Anne-Gaëlle Rolland-Lagan.   

Abstract

Growth patterns vary in space and time as an organ develops, leading to shape and size changes. Quantifying spatiotemporal variations in organ growth throughout development is therefore crucial to understand how organ shape is controlled. We present a novel method and computational tools to quantify spatial patterns of growth from three-dimensional data at the adaxial surface of leaves. Growth patterns are first calculated by semiautomatically tracking microscopic fluorescent particles applied to the leaf surface. Results from multiple leaf samples are then combined to generate mean maps of various growth descriptors, including relative growth, directionality, and anisotropy. The method was applied to the first rosette leaf of Arabidopsis (Arabidopsis thaliana) and revealed clear spatiotemporal patterns, which can be interpreted in terms of gradients in concentrations of growth-regulating substances. As surface growth is tracked in three dimensions, the method is applicable to young leaves as they first emerge and to nonflat leaves. The semiautomated software tools developed allow for a high throughput of data, and the algorithms for generating mean maps of growth open the way for standardized comparative analyses of growth patterns.

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Year:  2012        PMID: 22402928      PMCID: PMC3366717          DOI: 10.1104/pp.112.194662

Source DB:  PubMed          Journal:  Plant Physiol        ISSN: 0032-0889            Impact factor:   8.340


  31 in total

1.  The genetics of geometry.

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Review 2.  Anisotropic expansion of the plant cell wall.

Authors:  Tobias I Baskin
Journal:  Annu Rev Cell Dev Biol       Date:  2005       Impact factor: 13.827

Review 3.  Organ shape: controlling oriented cell division.

Authors:  David Strutt
Journal:  Curr Biol       Date:  2005-09-20       Impact factor: 10.834

4.  PEAPOD regulates lamina size and curvature in Arabidopsis.

Authors:  Derek W R White
Journal:  Proc Natl Acad Sci U S A       Date:  2006-08-17       Impact factor: 11.205

5.  Developmental patterning by mechanical signals in Arabidopsis.

Authors:  Olivier Hamant; Marcus G Heisler; Henrik Jönsson; Pawel Krupinski; Magalie Uyttewaal; Plamen Bokov; Francis Corson; Patrik Sahlin; Arezki Boudaoud; Elliot M Meyerowitz; Yves Couder; Jan Traas
Journal:  Science       Date:  2008-12-12       Impact factor: 47.728

6.  Gradual shifts in sites of free-auxin production during leaf-primordium development and their role in vascular differentiation and leaf morphogenesis in Arabidopsis.

Authors:  Roni Aloni; Katja Schwalm; Markus Langhans; Cornelia I Ullrich
Journal:  Planta       Date:  2002-11-26       Impact factor: 4.116

7.  Model-based analysis of Arabidopsis leaf epidermal cells reveals distinct division and expansion patterns for pavement and guard cells.

Authors:  Leila Kheibarshekan Asl; Stijn Dhondt; Véronique Boudolf; Gerrit T S Beemster; Tom Beeckman; Dirk Inzé; Willy Govaerts; Lieven De Veylder
Journal:  Plant Physiol       Date:  2011-06-21       Impact factor: 8.340

8.  Spatial and temporal effects of free-air CO2 enrichment (POPFACE) on leaf growth, cell expansion, and cell production in a closed canopy of poplar.

Authors:  Gail Taylor; Penny J Tricker; Fang Z Zhang; Victoria J Alston; Franco Miglietta; Elena Kuzminsky
Journal:  Plant Physiol       Date:  2003-01       Impact factor: 8.340

9.  Generation of diverse biological forms through combinatorial interactions between tissue polarity and growth.

Authors:  Richard Kennaway; Enrico Coen; Amelia Green; Andrew Bangham
Journal:  PLoS Comput Biol       Date:  2011-06-16       Impact factor: 4.475

10.  Two independent and polarized processes of cell elongation regulate leaf blade expansion in Arabidopsis thaliana (L.) Heynh.

Authors:  T Tsuge; H Tsukaya; H Uchimiya
Journal:  Development       Date:  1996-05       Impact factor: 6.868

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  17 in total

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Authors:  Mainak Das Gupta; Utpal Nath
Journal:  Plant Cell       Date:  2015-09-26       Impact factor: 11.277

2.  On the evolution of developmental mechanisms: Divergent polarities in leaf growth as a case study.

Authors:  Mainak Das Gupta; Utpal Nath
Journal:  Plant Signal Behav       Date:  2016

3.  LobeFinder: A Convex Hull-Based Method for Quantitative Boundary Analyses of Lobed Plant Cells.

Authors:  Tzu-Ching Wu; Samuel A Belteton; Jessica Pack; Daniel B Szymanski; David M Umulis
Journal:  Plant Physiol       Date:  2016-06-10       Impact factor: 8.340

4.  Variability and Constancy in Cellular Growth of Arabidopsis Sepals.

Authors:  Gerardo Tauriello; Heather M Meyer; Richard S Smith; Petros Koumoutsakos; Adrienne H K Roeder
Journal:  Plant Physiol       Date:  2015-10-02       Impact factor: 8.340

5.  Quantifying Shape Changes and Tissue Deformation in Leaf Development.

Authors:  Anne-Gaëlle Rolland-Lagan; Lauren Remmler; Camille Girard-Bock
Journal:  Plant Physiol       Date:  2014-04-07       Impact factor: 8.340

6.  Light-Induced Indeterminacy Alters Shade-Avoiding Tomato Leaf Morphology.

Authors:  Daniel H Chitwood; Ravi Kumar; Aashish Ranjan; Julie M Pelletier; Brad T Townsley; Yasunori Ichihashi; Ciera C Martinez; Kristina Zumstein; John J Harada; Julin N Maloof; Neelima R Sinha
Journal:  Plant Physiol       Date:  2015-09-17       Impact factor: 8.340

7.  Differentially phased leaf growth and movements in Arabidopsis depend on coordinated circadian and light regulation.

Authors:  Tino Dornbusch; Olivier Michaud; Ioannis Xenarios; Christian Fankhauser
Journal:  Plant Cell       Date:  2014-10-03       Impact factor: 11.277

8.  Reassessing the Roles of PIN Proteins and Anticlinal Microtubules during Pavement Cell Morphogenesis.

Authors:  Samuel A Belteton; Megan G Sawchuk; Bryon S Donohoe; Enrico Scarpella; Daniel B Szymanski
Journal:  Plant Physiol       Date:  2017-11-30       Impact factor: 8.340

9.  JAGGED controls Arabidopsis petal growth and shape by interacting with a divergent polarity field.

Authors:  Susanna Sauret-Güeto; Katharina Schiessl; Andrew Bangham; Robert Sablowski; Enrico Coen
Journal:  PLoS Biol       Date:  2013-04-30       Impact factor: 8.029

10.  Diel leaf growth of soybean: a novel method to analyze two-dimensional leaf expansion in high temporal resolution based on a marker tracking approach (Martrack Leaf).

Authors:  Michael Mielewczik; Michael Friedli; Norbert Kirchgessner; Achim Walter
Journal:  Plant Methods       Date:  2013-07-25       Impact factor: 4.993

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