A Computational Framework for 3D Mechanical Modeling of Plant Morphogenesis with Cellular Resolution

The link between genetic regulation and the definition of form and size during morphogenesis remains largely an open question in both plant and animal biology. This is partially due to the complexity of the process, involving extensive molecular networks, multiple feedbacks between different scales of organization and physical forces operating at multiple levels. Here we present a conceptual and modeling framework aimed at generating an integrated understanding of morphogenesis in plants. This framework is based on the biophysical properties of plant cells, which are under high internal turgor pressure, and are prevented from bursting because of the presence of a rigid cell wall. To control cell growth, the underlying molecular networks must interfere locally with the elastic and/or plastic extensibility of this cell wall. We present a model in the form of a three dimensional (3D) virtual tissue, where growth depends on the local modulation of wall mechanical properties and turgor pressure. The model shows how forces generated by turgor-pressure can act both cell autonomously and non-cell autonomously to drive growth in different directions. We use simulations to explore lateral organ formation at the shoot apical meristem. Although different scenarios lead to similar shape changes, they are not equivalent and lead to different, testable predictions regarding the mechanical and geometrical properties of the growing lateral organs. Using flower development as an example, we further show how a limited number of gene activities can explain the complex shape changes that accompany organ outgrowth.

[1]  Elke Barbez,et al.  Faculty Opinions recommendation of AUXIN BINDING PROTEIN1 links cell wall remodeling, auxin signaling, and cell expansion in arabidopsis. , 2014 .

[2]  Henrik Jönsson,et al.  Stress and Strain Provide Positional and Directional Cues in Development , 2014, PLoS Comput. Biol..

[3]  Richard S. Smith,et al.  Quantifying cell shape and gene expression in the shoot apical meristem using MorphoGraphX. , 2014, Methods in molecular biology.

[4]  Arezki Boudaoud,et al.  Shrinking the hammer: micromechanical approaches to morphogenesis. , 2013, Journal of experimental botany.

[5]  John R. King,et al.  Vertex-element models for anisotropic growth of elongated plant organs , 2013, Front. Plant Sci..

[6]  Alexis Peaucelle,et al.  Mechano-Chemical Aspects of Organ Formation in Arabidopsis thaliana: The Relationship between Auxin and Pectin , 2013, PloS one.

[7]  Christian Duriez,et al.  SOFA: A Multi-Model Framework for Interactive Physical Simulation , 2012 .

[8]  Ellen Kuhl,et al.  Frontiers in growth and remodeling. , 2012, Mechanics research communications.

[9]  Benoit Landrein,et al.  Mechanical Stress Acts via Katanin to Amplify Differences in Growth Rate between Adjacent Cells in Arabidopsis , 2012, Cell.

[10]  Roeland M. H. Merks,et al.  Simulation of Organ Patterning on the Floral Meristem Using a Polar Auxin Transport Model , 2012, PloS one.

[11]  Christophe Godin,et al.  A Data-Driven Integrative Model of Sepal Primordium Polarity in Arabidopsis[C][W] , 2011, Plant Cell.

[12]  Emeric Bron,et al.  Pectin-Induced Changes in Cell Wall Mechanics Underlie Organ Initiation in Arabidopsis , 2011, Current Biology.

[13]  Richard Kennaway,et al.  Generation of Diverse Biological Forms through Combinatorial Interactions between Tissue Polarity and Growth , 2011, PLoS Comput. Biol..

[14]  J. Dumais,et al.  Universal rule for the symmetric division of plant cells , 2011, Proceedings of the National Academy of Sciences.

[15]  Roeland M. H. Merks,et al.  Breakthrough Technologies VirtualLeaf : An Open-Source Framework for Cell-Based Modeling of Plant Tissue Growth and Development 1 , 2010 .

[16]  Vanessa Wahl,et al.  The FANTASTIC FOUR proteins influence shoot meristem size in Arabidopsis thaliana , 2010, BMC Plant Biology.

[17]  J. R. Kennaway,et al.  Genetic Control of Organ Shape and Tissue Polarity , 2010, PLoS biology.

[18]  O. Hamant,et al.  Alignment between PIN1 Polarity and Microtubule Orientation in the Shoot Apical Meristem Reveals a Tight Coupling between Morphogenesis and Auxin Transport , 2010, PLoS biology.

[19]  Patrik Sahlin,et al.  A Modeling Study on How Cell Division Affects Properties of Epithelial Tissues Under Isotropic Growth , 2010, PloS one.

[20]  G. Malandain,et al.  Imaging plant growth in 4D: robust tissue reconstruction and lineaging at cell resolution , 2010, Nature Methods.

[21]  Xuemei Chen,et al.  Orchestration of the Floral Transition and Floral Development in Arabidopsis by the Bifunctional Transcription Factor APETALA2[W][OA] , 2010, Plant Cell.

[22]  M. Schmid,et al.  MONOPTEROS controls embryonic root initiation by regulating a mobile transcription factor , 2010, Nature.

[23]  Olivier Hamant,et al.  The mechanics behind plant development. , 2010, The New phytologist.

[24]  Christophe Godin,et al.  PlantGL: A Python-based geometric library for 3D plant modelling at different scales , 2009, Graph. Model..

[25]  Y. Couder,et al.  Developmental Patterning by Mechanical Signals in Arabidopsis , 2009 .

[26]  Johannes Jaeger,et al.  Regulative feedback in pattern formation: towards a general relativistic theory of positional information , 2008, Development.

[27]  Jim Haseloff,et al.  A system for modelling cell-cell interactions during plant morphogenesis. , 2008, Annals of botany.

[28]  J. Sowerby,et al.  The ferns of Great Britain , 2007 .

[29]  Alain Goriely,et al.  On the definition and modeling of incremental, cumulative, and continuous growth laws in morphoelasticity , 2007, Biomechanics and modeling in mechanobiology.

[30]  Pierre Barbier de Reuille,et al.  Computer simulations reveal novel properties of the cell-cell signaling network at the shoot apex in /Arabidopsis , 2005 .

[31]  Lionel Dupuy,et al.  A biomechanical model for the study of plant morphogenesis : Coleocheate orbicularis , a 2 D study species , 2006 .

[32]  Charles R Steele,et al.  An anisotropic-viscoplastic model of plant cell morphogenesis by tip growth. , 2006, The International journal of developmental biology.

[33]  M. Aida,et al.  Morphogenesis and Patterning at the Organ Boundaries in the Higher Plant Shoot Apex , 2006, Plant Molecular Biology.

[34]  E. Meyerowitz,et al.  Patterns of Auxin Transport and Gene Expression during Primordium Development Revealed by Live Imaging of the Arabidopsis Inflorescence Meristem , 2005, Current Biology.

[35]  T. Baskin Anisotropic expansion of the plant cell wall. , 2005, Annual review of cell and developmental biology.

[36]  B. Shraiman,et al.  Mechanical feedback as a possible regulator of tissue growth. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[37]  Gerco C. Angenent,et al.  Transcriptional program controlled by the floral homeotic gene AGAMOUS during early organogenesis , 2005, Development.

[38]  P. Prusinkiewicz,et al.  The genetics of geometry. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[39]  M. Bennett,et al.  Regulation of phyllotaxis by polar auxin transport , 2003, Nature.

[40]  J. Long,et al.  Initiation of axillary and floral meristems in Arabidopsis. , 2000, Developmental biology.

[41]  W. Peters,et al.  What makes plants different? Principles of extracellular matrix function in 'soft' plant tissues. , 2000, Comparative biochemistry and physiology. Part A, Molecular & integrative physiology.

[42]  D. Shibata,et al.  FILAMENTOUS FLOWER, a meristem and organ identity gene of Arabidopsis, encodes a protein with a zinc finger and HMG-related domains. , 1999, Genes & development.

[43]  H Fujisawa,et al.  Genes involved in organ separation in Arabidopsis: an analysis of the cup-shaped cotyledon mutant. , 1997, The Plant cell.

[44]  A. McCulloch,et al.  Stress-dependent finite growth in soft elastic tissues. , 1994, Journal of biomechanics.

[45]  D J Cosgrove,et al.  Wall extensibility: its nature, measurement and relationship to plant cell growth. , 1993, The New phytologist.

[46]  C. Lloyd The Cytoskeletal basis of plant growth and form , 1991 .

[47]  J. Mandel,et al.  Equations constitutives et directeurs dans les milieux plastiques et viscoplastiques , 1973 .

[48]  J. Lockhart An analysis of irreversible plant cell elongation. , 1965, Journal of theoretical biology.

[49]  J. Lindley,et al.  The Ferns of Great Britain and Ireland , 1855 .