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1.
Plant Physiol ; 174(3): 1949-1968, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28559360

ABSTRACT

We used Phytotyping4D to investigate the contribution of clock and light signaling to the diurnal regulation of rosette expansion growth and leaf movement in Arabidopsis (Arabidopsis thaliana). Wild-type plants and clock mutants with a short (lhycca1) and long (prr7prr9) period were analyzed in a T24 cycle and in T-cycles that were closer to the mutants' period. Wild types also were analyzed in various photoperiods and after transfer to free-running light or darkness. Rosette expansion and leaf movement exhibited a circadian oscillation, with superimposed transients after dawn and dusk. Diurnal responses were modified in clock mutants. lhycca1 exhibited an inhibition of growth at the end of night and growth rose earlier after dawn, whereas prr7prr9 showed decreased growth for the first part of the light period. Some features were partly rescued by a matching T-cycle, like the inhibition in lhycca1 at the end of the night, indicating that it is due to premature exhaustion of starch. Other features were not rescued, revealing that the clock also regulates expansion growth more directly. Expansion growth was faster at night than in the daytime, whereas published work has shown that the synthesis of cellular components is faster in the day than at nighttime. This temporal uncoupling became larger in short photoperiods and may reflect the differing dependence of expansion and biosynthesis on energy, carbon, and water. While it has been proposed that leaf expansion and movement are causally linked, we did not observe a consistent temporal relationship between expansion and leaf movement.


Subject(s)
Arabidopsis/physiology , Arabidopsis/radiation effects , Carbon/metabolism , Circadian Rhythm/radiation effects , Light , Plant Leaves/physiology , Plant Leaves/radiation effects , Biomass , Darkness , Genotype , Mutation/genetics , Photoperiod , Time Factors
2.
Proc Natl Acad Sci U S A ; 114(28): E5741-E5749, 2017 07 11.
Article in English | MEDLINE | ID: mdl-28655850

ABSTRACT

The actin cytoskeleton is an essential intracellular filamentous structure that underpins cellular transport and cytoplasmic streaming in plant cells. However, the system-level properties of actin-based cellular trafficking remain tenuous, largely due to the inability to quantify key features of the actin cytoskeleton. Here, we developed an automated image-based, network-driven framework to accurately segment and quantify actin cytoskeletal structures and Golgi transport. We show that the actin cytoskeleton in both growing and elongated hypocotyl cells has structural properties facilitating efficient transport. Our findings suggest that the erratic movement of Golgi is a stable cellular phenomenon that might optimize distribution efficiency of cell material. Moreover, we demonstrate that Golgi transport in hypocotyl cells can be accurately predicted from the actin network topology alone. Thus, our framework provides quantitative evidence for system-wide coordination of cellular transport in plant cells and can be readily applied to investigate cytoskeletal organization and transport in other organisms.


Subject(s)
Actin Cytoskeleton/metabolism , Arabidopsis/cytology , Hypocotyl/cytology , Plant Cells/metabolism , Biological Transport , Cytoplasm/metabolism , Golgi Apparatus/metabolism , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Microtubules/metabolism , Models, Statistical , Organelles/metabolism , Phenotype , Protein Transport , Regression Analysis
3.
Sci Rep ; 5: 18267, 2015 Dec 15.
Article in English | MEDLINE | ID: mdl-26666975

ABSTRACT

Thread-like structures are pervasive across scales, from polymeric proteins to root systems to galaxy filaments, and their characteristics can be readily investigated in the network formalism. Yet, network links usually represent only parts of filaments, which, when neglected, may lead to erroneous conclusions from network-based analyses. The existing alternatives to detect filaments in network representations require tuning of parameters over a large range of values and treat all filaments equally, thus, precluding automated analysis of diverse filamentous systems. Here, we propose a fully automated and robust optimisation-based approach to detect filaments of consistent intensities and angles in a given network. We test and demonstrate the accuracy of our solution with contrived, biological, and cosmic filamentous structures. In particular, we show that the proposed approach provides powerful automated means to study properties of individual actin filaments in their network context. Our solution is made publicly available as an open-source tool, "DeFiNe", facilitating decomposition of any given network into individual filaments.


Subject(s)
Algorithms , Models, Theoretical
4.
Plant J ; 82(4): 693-706, 2015 May.
Article in English | MEDLINE | ID: mdl-25801304

ABSTRACT

Integrative studies of plant growth require spatially and temporally resolved information from high-throughput imaging systems. However, analysis and interpretation of conventional two-dimensional images is complicated by the three-dimensional nature of shoot architecture and by changes in leaf position over time, termed hyponasty. To solve this problem, Phytotyping(4D) uses a light-field camera that simultaneously provides a focus image and a depth image, which contains distance information about the object surface. Our automated pipeline segments the focus images, integrates depth information to reconstruct the three-dimensional architecture, and analyses time series to provide information about the relative expansion rate, the timing of leaf appearance, hyponastic movement, and shape for individual leaves and the whole rosette. Phytotyping(4D) was calibrated and validated using discs of known sizes, and plants tilted at various orientations. Information from this analysis was integrated into the pipeline to allow error assessment during routine operation. To illustrate the utility of Phytotyping(4D) , we compare diurnal changes in Arabidopsis thaliana wild-type Col-0 and the starchless pgm mutant. Compared to Col-0, pgm showed very low relative expansion rate in the second half of the night, a transiently increased relative expansion rate at the onset of light period, and smaller hyponastic movement including delayed movement after dusk, both at the level of the rosette and individual leaves. Our study introduces light-field camera systems as a tool to accurately measure morphological and growth-related features in plants.


Subject(s)
Arabidopsis/physiology , Light , Arabidopsis/radiation effects , Plant Development/radiation effects , Plant Leaves/physiology , Plant Leaves/radiation effects
5.
Bioinformatics ; 30(22): 3291-2, 2014 Nov 15.
Article in English | MEDLINE | ID: mdl-25064565

ABSTRACT

SUMMARY: Automated analysis of imaged phenotypes enables fast and reproducible quantification of biologically relevant features. Despite recent developments, recordings of complex networked structures, such as leaf venation patterns, cytoskeletal structures or traffic networks, remain challenging to analyze. Here we illustrate the applicability of img2net to automatedly analyze such structures by reconstructing the underlying network, computing relevant network properties and statistically comparing networks of different types or under different conditions. The software can be readily used for analyzing image data of arbitrary 2D and 3D network-like structures. AVAILABILITY AND IMPLEMENTATION: img2net is open-source software under the GPL and can be downloaded from http://mathbiol.mpimp-golm.mpg.de/img2net/, where supplementary information and datasets for testing are provided. CONTACT: breuer@mpimp-golm.mpg.de.


Subject(s)
Image Processing, Computer-Assisted/methods , Software , Actin Cytoskeleton/ultrastructure , Phenotype
6.
J R Soc Interface ; 11(97): 20140362, 2014 Aug 06.
Article in English | MEDLINE | ID: mdl-24920110

ABSTRACT

The actin and microtubule (MT) cytoskeletons are vital structures for cell growth and development across all species. While individual molecular mechanisms underpinning actin and MT dynamics have been intensively studied, principles that govern the cytoskeleton organization remain largely unexplored. Here, we captured biologically relevant characteristics of the plant cytoskeleton through a network-driven imaging-based approach allowing us to quantitatively assess dynamic features of the cytoskeleton. By introducing suitable null models, we demonstrate that the plant cytoskeletal networks exhibit properties required for efficient transport, namely, short average path lengths and high robustness. We further show that these advantageous features are maintained during temporal cytoskeletal rearrangements. Interestingly, man-made transportation networks exhibit similar properties, suggesting general laws of network organization supporting diverse transport processes. The proposed network-driven analysis can be readily used to identify organizational principles of cytoskeletons in other organisms.


Subject(s)
Actin Cytoskeleton/physiology , Actin Cytoskeleton/ultrastructure , Arabidopsis/physiology , Arabidopsis/ultrastructure , Microtubules/physiology , Microtubules/ultrastructure , Models, Biological , Computer Simulation
7.
Collection européenne développement durable et santé, n° 4EUR/ICP/POLC 06 03 05D (Rév. 1).
Monography in French | WHO IRIS | ID: who-107344

ABSTRACT

La participation de la population constitue un élément essentiel du travail des Villes-Santé et de l’Agenda 21 local. Le présent document décrit brièvement la participation de la population et les raisons de son importance. Il est nécessaire d’avoir recours à une approche stratégique pour réaliser un travail efficace dans ce domaine. Le document explore en détail les techniques et méthodes fréquemment utilisées et les classe en fonction de cinq aspects utilisables pour un modèle de planification d’actions : évaluation des besoins et des ressources, adoption d’une vision commune, génération d’idées et de programmes d’action, mise en place d’actions, contrôle et évaluation. Ce document donne des conseils précis aux personnes souhaitant s’engager dans des activités de participation au sein de la collectivité. Des études de cas, contacts et documents de référence sont inclus.


Subject(s)
Community Participation , Community Health Planning , Strategic Planning , Guideline , Sustainable Development , Urban Health , Primary Health Care , Europe
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