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Grieneisen VA, Scheres B. Back to the future: evolution of computational models in plant morphogenesis. CURRENT OPINION IN PLANT BIOLOGY 2009; 12:606-14. [PMID: 19709922 DOI: 10.1016/j.pbi.2009.07.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2009] [Revised: 07/09/2009] [Accepted: 07/20/2009] [Indexed: 05/21/2023]
Abstract
There has been a recent surge of studies in plant biology that combine experimental data with computational modeling. Here, we categorize a diversity of theoretical models and emphasize the need to tailor modeling approaches to the questions at hand. Models can start from biophysical or purely heuristic basic principles, and can focus at several levels of biological organization. Recent examples illustrate that this entire spectrum can be useful to understand plant development, and point to a future direction where more approaches are combined in fruitful ways--either by proving the same result with different basic principles or by exploring interactions across levels, in the so-called multilevel models.
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Affiliation(s)
- Verônica A Grieneisen
- Theoretical Biology and Bioinformatics group, University of Utrecht, Utrecht, The Netherlands
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Capron A, Chatfield S, Provart N, Berleth T. Embryogenesis: pattern formation from a single cell. THE ARABIDOPSIS BOOK 2009; 7:e0126. [PMID: 22303250 PMCID: PMC3243344 DOI: 10.1199/tab.0126] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
During embryogenesis a single cell gives rise to a functional multicellular organism. In higher plants, as in many other multicellular systems, essential architectural features, such as body axes and major tissue layers are established early in embryogenesis and serve as a positional framework for subsequent pattern elaboration. In Arabidopsis, the apicalbasal axis and the radial pattern of tissues wrapped around it are already recognizable in young embryos of only about a hundred cells in size. This early axial pattern seems to provide a coordinate system for the embryonic initiation of shoot and root. Findings from genetic studies in Arabidopsis are revealing molecular mechanisms underlying the initial establishment of the axial core pattern and its subsequent elaboration into functional shoots and roots. The genetic programs operating in the early embryo organize functional cell patterns rapidly and reproducibly from minimal cell numbers. Understanding their molecular details could therefore greatly expand our ability to generate plant body patterns de novo, with important implications for plant breeding and biotechnology.
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Affiliation(s)
- Arnaud Capron
- Dept. of Cell and Systems Biology, University of Toronto, 25 Harbord St., Toronto, Ontario, M5S 3G5 Canada
- Each of these authors contributed equally. Address correspondence to or
| | - Steven Chatfield
- Dept. of Cell and Systems Biology, University of Toronto, 25 Harbord St., Toronto, Ontario, M5S 3G5 Canada
- Each of these authors contributed equally. Address correspondence to or
| | - Nicholas Provart
- Dept. of Cell and Systems Biology, University of Toronto, 25 Harbord St., Toronto, Ontario, M5S 3G5 Canada
| | - Thomas Berleth
- Dept. of Cell and Systems Biology, University of Toronto, 25 Harbord St., Toronto, Ontario, M5S 3G5 Canada
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Poroyko V, Spollen WG, Hejlek LG, Hernandez AG, LeNoble ME, Davis G, Nguyen HT, Springer GK, Sharp RE, Bohnert HJ. Comparing regional transcript profiles from maize primary roots under well-watered and low water potential conditions. JOURNAL OF EXPERIMENTAL BOTANY 2007; 58:279-89. [PMID: 16990373 DOI: 10.1093/jxb/erl119] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Regionally distinct elongation responses to water stress in the maize primary root tip have been observed in the past. A genetic basis for such differential responses has been demonstrated. Normalized bar-coded cDNA libraries were generated for four regions of the root tip, 0-3 mm (R1), 3-7 mm (R2), 7-12 mm (R3), and 12-20 mm (R4) from the root apex, and transcript profiles for these regions were sampled. This permitted a correlation between transcript nature and regional location for 15 726 expressed sequence tags (ESTs) that, in approximately equal numbers, derived from three conditions of the root: water stress (water potential: -1.6 MPa) for 5 h and for 48 h, respectively, and well watered (5 h and 48 h combined). These normalized cDNA libraries provided 6553 unigenes. An analysis of the regional representation of transcripts showed that populations were largely unaffected by water stress in R1, correlating with the maintenance of elongation rates under water stress known for R1. In contrast, transcript profiles in regions 2 and 3 diverged in well-watered and water-stressed roots. In R1, transcripts for translation and cell cycle control were prevalent. R2 was characterized by transcripts for cell wall biogenesis and cytoskeleton formation. R3 and R4 shared prevalent groups of transcripts responsible for defence mechanisms, ion transport, and biogenesis of secondary metabolites. Transcripts which were followed for 1, 6, and 48 h of water stress showed distinct region-specific changes in absolute expression and changes in regulated functions.
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Affiliation(s)
- V Poroyko
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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Hochholdinger F, Park WJ, Sauer M, Woll K. From weeds to crops: genetic analysis of root development in cereals. TRENDS IN PLANT SCIENCE 2004; 9:42-8. [PMID: 14729218 DOI: 10.1016/j.tplants.2003.11.003] [Citation(s) in RCA: 196] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Root development of Arabidopsis, Zea mays (maize) and Oryza sativa (rice) differs in both overall architecture and the anatomy of individual roots. In maize and rice, the post-embryonic shoot-borne root system becomes the major backbone of the root stock; in Arabidopsis, the embryonic root system formed by a simple primary root and its lateral roots remains dominant. Recently, several specific root mutants and root-specific genes have been identified and characterized in maize and rice. Interestingly, some of these mutants indicate that the formation of primary-, seminal-, crown- and lateral roots is regulated by alternative root-type-specific pathways. Further analyses of these unique pathways will contribute to the understanding of the complex molecular networks involved in cereal root formation.
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Affiliation(s)
- Frank Hochholdinger
- Center for Plant Molecular Biology, Department of General Genetics, Eberhard-Karls-University Tübingen, Auf der Morgenstelle 28, 72076, Tübingen, Germany.
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Molendijk AJ, Bischoff F, Rajendrakumar CS, Friml J, Braun M, Gilroy S, Palme K. Arabidopsis thaliana Rop GTPases are localized to tips of root hairs and control polar growth. EMBO J 2001; 20:2779-88. [PMID: 11387211 PMCID: PMC125484 DOI: 10.1093/emboj/20.11.2779] [Citation(s) in RCA: 296] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2001] [Revised: 04/03/2001] [Accepted: 04/03/2001] [Indexed: 01/09/2023] Open
Abstract
Plants contain a novel unique subfamily of Rho GTPases, vital components of cellular signalling networks. Here we report a general role for some members of this family in polarized plant growth processes. We show that Arabidopsis AtRop4 and AtRop6 encode functional GTPases with similar intrinsic GTP hydrolysis rates. We localized AtRop proteins in root meristem cells to the cross-wall and cell plate membranes. Polar localization of AtRops in trichoblasts specifies the growth sites for emerging root hairs. These sites were visible before budding and elongation of the Arabidopsis root hair when AtRops accumulated at their tips. Expression of constitutively active AtRop4 and AtRop6 mutant proteins in root hairs of transgenic Arabidopsis plants abolished polarized growth and delocalized the tip-focused Ca2+ gradient. Polar localization of AtRops was inhibited by brefeldin A, but not by other drugs such as latrunculin B, cytochalasin D or caffeine. Our results demonstrate a general function of AtRop GTPases in tip growth and in polar diffuse growth.
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Affiliation(s)
- Arthur J. Molendijk
- Max-Delbrück-Laboratorium in der Max-Planck-Gesellschaft and Max-Planck Institut für Züchtungsforschung, Carl-von-Linné-Weg 10, D-50829 Köln, Botanisches Institut, Zellbiologie der Pflanzen, Universität Bonn, Venusbergweg 22, D-53115 Bonn, Germany and Department of Biology, The Pennsylvania State University, 208 Mueller Laboratory, University Park, PA 16802, USA Corresponding author e-mail:
| | - Friedrich Bischoff
- Max-Delbrück-Laboratorium in der Max-Planck-Gesellschaft and Max-Planck Institut für Züchtungsforschung, Carl-von-Linné-Weg 10, D-50829 Köln, Botanisches Institut, Zellbiologie der Pflanzen, Universität Bonn, Venusbergweg 22, D-53115 Bonn, Germany and Department of Biology, The Pennsylvania State University, 208 Mueller Laboratory, University Park, PA 16802, USA Corresponding author e-mail:
| | - Chadalavada S.V. Rajendrakumar
- Max-Delbrück-Laboratorium in der Max-Planck-Gesellschaft and Max-Planck Institut für Züchtungsforschung, Carl-von-Linné-Weg 10, D-50829 Köln, Botanisches Institut, Zellbiologie der Pflanzen, Universität Bonn, Venusbergweg 22, D-53115 Bonn, Germany and Department of Biology, The Pennsylvania State University, 208 Mueller Laboratory, University Park, PA 16802, USA Corresponding author e-mail:
| | - Jiří Friml
- Max-Delbrück-Laboratorium in der Max-Planck-Gesellschaft and Max-Planck Institut für Züchtungsforschung, Carl-von-Linné-Weg 10, D-50829 Köln, Botanisches Institut, Zellbiologie der Pflanzen, Universität Bonn, Venusbergweg 22, D-53115 Bonn, Germany and Department of Biology, The Pennsylvania State University, 208 Mueller Laboratory, University Park, PA 16802, USA Corresponding author e-mail:
| | - Markus Braun
- Max-Delbrück-Laboratorium in der Max-Planck-Gesellschaft and Max-Planck Institut für Züchtungsforschung, Carl-von-Linné-Weg 10, D-50829 Köln, Botanisches Institut, Zellbiologie der Pflanzen, Universität Bonn, Venusbergweg 22, D-53115 Bonn, Germany and Department of Biology, The Pennsylvania State University, 208 Mueller Laboratory, University Park, PA 16802, USA Corresponding author e-mail:
| | - Simon Gilroy
- Max-Delbrück-Laboratorium in der Max-Planck-Gesellschaft and Max-Planck Institut für Züchtungsforschung, Carl-von-Linné-Weg 10, D-50829 Köln, Botanisches Institut, Zellbiologie der Pflanzen, Universität Bonn, Venusbergweg 22, D-53115 Bonn, Germany and Department of Biology, The Pennsylvania State University, 208 Mueller Laboratory, University Park, PA 16802, USA Corresponding author e-mail:
| | - Klaus Palme
- Max-Delbrück-Laboratorium in der Max-Planck-Gesellschaft and Max-Planck Institut für Züchtungsforschung, Carl-von-Linné-Weg 10, D-50829 Köln, Botanisches Institut, Zellbiologie der Pflanzen, Universität Bonn, Venusbergweg 22, D-53115 Bonn, Germany and Department of Biology, The Pennsylvania State University, 208 Mueller Laboratory, University Park, PA 16802, USA Corresponding author e-mail:
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Schikora A, Schmidt W. Acclimative changes in root epidermal cell fate in response to Fe and P deficiency: a specific role for auxin? PROTOPLASMA 2001; 218:67-75. [PMID: 11732322 DOI: 10.1007/bf01288362] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Root hair formation and the development of transfer cells in the rhizodermis was investigated in various existing auxin-related mutants of Arabidopsis thaliana and in the tomato mutant diageotropica. Wild-type Arabidopsis plants showed increased formation of root hairs when the seedlings were cultivated in Fe- or P-free medium. These extranumerary hairs were located in normal positions and in positions normally occupied by nonhair cells, e.g., over periclinal walls of underlying cortical cells. Defects in auxin transport or reduced auxin sensitivity inhibited the formation of root hairs in response to Fe deficiency completely but did only partly affect initiation and elongation of hairs in P-deficient roots. Application of the ethylene precursor 1-aminocyclopropane-1-carboxylic acid or the auxin analog 2,4-dichlorophenoxyacetic acid did not rescue the phenotype of the auxin-resistant axr2 mutant under control and Fe-deficient conditions, indicating that functional AXR2 product is required for translating the Fe deficiency signal into the formation of extra hairs. The development of extra hairs in axr2 roots under P-replete conditions was not affected by auxin antagonists, suggesting that this process is independent of auxin signaling. In roots of tomato, growth under Fe-deficient conditions induced the formation of transfer cells in the root epidermis. Transfer cell frequency was enhanced by application of 2,4-dichlorophenoxyacetic acid but was not inhibited by the auxin transport inhibitor N-1-naphthylphthalamic acid. In the diageotropica mutant, which displays reduced sensitivity to auxin, transfer cells appeared to develop in both Fe-sufficient and Fe-deficient roots. Similar to the wild type, no reduction in transfer cell frequency was observed after application of the above auxin transport inhibitor. These data suggest that auxin has no primary function in inducing transfer cell development; the formation of transfer cells, however, appears to be affected by the hormonal balance of the plants.
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Affiliation(s)
- A Schikora
- Fachbereich Biologie, Geo- und Umweltwissenschaften, Carl von Ossietzky Universität Oldenburg, Postfach 2503, 26111 Oldenburg, Federal Republic of Germany
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Wenzel CL, Rost TL. Cell division patterns of the protoderm and root cap in the "closed" root apical meristem of Arabidopsis thaliana. PROTOPLASMA 2001; 218:203-213. [PMID: 11770436 DOI: 10.1007/bf01306609] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
The peripheral root cap and protoderm in Arabidopsis thaliana are organized into modular packets of cells derived from formative T-divisions of the root cap/protoderm (RCP) initials and subsequent proliferative divisions of their daughter cells. Each module consists of protoderm and peripheral root cap packets derived from the same periclinal T-division event of an RCP initial. Anatomical analyses are used to interpret the history of extensively coordinated cell divisions producing this modular construction. Within a given layer of root cap, the columella and RCP initials divided in a centrifugal sequence from the innermost columella initials toward the RCP initials. All RCP initials in the lineages around the circumference of the root divided nearly simultaneously in "waves" to form one module prior to the next wave of initial divisions forming a younger module. The peripheral root cap and protoderm packets within each module completed four rounds of proliferative divisions in the axial plane to produce, on average, 16 cells per packet in the basalmost modules in axial view. Peripheral root cap and protoderm cells predominantly in the T-type (trichoblast) lineages also underwent radial divisions as they were displaced basipetally. The regularity in the cellular pattern within the modules suggests a timing mechanism controlling highly coordinated cell division in the initials and their daughter cells.
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Affiliation(s)
- C L Wenzel
- Section of Plant Biology, University of California, One Shields Avenue, Davis, CA 95616, USA
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Abstract
Plant vascular tissues form systems of interconnected cell files throughout the plant body. Vascular tissues usually differentiate at predictable positions but the wide range of functional patterns generated in response to abnormal growth conditions or wounding reveals partially self-organizing patterning mechanisms. Signals ensuring aligned cell differentiation within vascular strands are crucial in self-organized vascular patterning, and the apical-basal flow of indole acetic acid has been suspected to act as an orienting signal in this process. Several recent advances appear to converge on a more precise definition of the role of auxin flow in vascular tissue patterning.
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Affiliation(s)
- T Berleth
- Dept of Botany, University of Toronto,25 Willcocks Street, Toronto, Canada M5 S3 B2.
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Hemerly AS, Ferreira PC, Van Montagu M, Engler G, Inzé D. Cell division events are essential for embryo patterning and morphogenesis: studies on dominant-negative cdc2aAt mutants of arabidopsis. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2000; 23:123-130. [PMID: 10929107 DOI: 10.1046/j.1365-313x.2000.00800.x] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
During plant development, cell division events are coordinately regulated, leading to specific growth patterns. Experimental evidence indicates that the morphogenetic controls that act at the vegetative plant growth stage are flexible and tolerate distortions in patterns and frequencies of cell division. To address questions concerning the relationship between cell division and embryo formation, a novel experimental approach was used. The frequencies of cell division were reduced exclusively during embryo development of Arabidopsis by the expression of a dominant cdc2a mutant. The five independent transgenic lines with the highest levels of the mutant cdc2a affected embryo formation. In the C13 line, seeds failed to germinate. The C1, C5 and C12 lines displayed a range of distortions on the apical-basal embryo pattern. In the C3 line, the shoot apical meristem of the seedlings produced leaves defective in growth and with an incorrect phyllotactic pattern. The results demonstrate that rates of cell division do not dictate cellular differentiation of embryos. Nevertheless, whereas cell divisions are uncoupled from vegetative development, they are instrumental in elaborating embryo structures and modulating embryo and seedling morphogenesis.
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Affiliation(s)
- A S Hemerly
- Departamento do Bioquímica Médica, ICB, Universidade Federal do Rio de Janeiro, 21941-590, Rio de Janeiro, RJ, Brazil
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Sylvester AW. Division decisions and the spatial regulation of cytokinesis. CURRENT OPINION IN PLANT BIOLOGY 2000; 3:58-66. [PMID: 10679454 DOI: 10.1016/s1369-5266(99)00042-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Cytokinesis in plant cells in accomplished when a membranous cell plate is guided to a pre-established division site. The orientation of the new wall establishes the starting position of a cell in a growing tissue, but the impact of this position on future development varies. Recently, proteins have been identified that participate in forming, stabilizing and guiding the cell plate to the correct division site. Mutations that affect cytokinesis with varying impacts on plant development are providing information about the mechanics of cytokinesis and also about how the division site is selected.
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Affiliation(s)
- A W Sylvester
- Department of Botany, PO Box 3165, University of Wyoming, Laramie, 82071-3165, USA.
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