From Dynamic Expression Patterns to Boundary Formation in the Presomitic Mesoderm

The segmentation of the vertebrate body is laid down during early embryogenesis. The formation of signaling gradients, the periodic expression of genes of the Notch-, Fgf- and Wnt-pathways and their interplay in the unsegmented presomitic mesoderm (PSM) precedes the rhythmic budding of nascent somites at its anterior end, which later develops into epithelialized structures, the somites. Although many in silico models describing partial aspects of somitogenesis already exist, simulations of a complete causal chain from gene expression in the growth zone via the interaction of multiple cells to segmentation are rare. Here, we present an enhanced gene regulatory network (GRN) for mice in a simulation program that models the growing PSM by many virtual cells and integrates WNT3A and FGF8 gradient formation, periodic gene expression and Delta/Notch signaling. Assuming Hes7 as core of the somitogenesis clock and LFNG as modulator, we postulate a negative feedback of HES7 on Dll1 leading to an oscillating Dll1 expression as seen in vivo. Furthermore, we are able to simulate the experimentally observed wave of activated NOTCH (NICD) as a result of the interactions in the GRN. We esteem our model as robust for a wide range of parameter values with the Hes7 mRNA and protein decays exerting a strong influence on the core oscillator. Moreover, our model predicts interference between Hes1 and HES7 oscillators when their intrinsic frequencies differ. In conclusion, we have built a comprehensive model of somitogenesis with HES7 as core oscillator that is able to reproduce many experimentally observed data in mice.

[1]  G. Duester,et al.  Uncoupling of retinoic acid signaling from tailbud development before termination of body axis extension , 2011, Genesis.

[2]  Mark Miodownik,et al.  Dynamic filopodia transmit intermittent Delta-Notch signaling to drive pattern refinement during lateral inhibition. , 2010, Developmental cell.

[3]  S. Cole,et al.  Lunatic fringe protein processing by proprotein convertases may contribute to the short protein half-life in the segmentation clock. , 2008, Biochimica et biophysica acta.

[4]  Functional importance of evolutionally conserved Tbx6 binding sites in the presomitic mesoderm-specific enhancer of Mesp2 , 2008, Development.

[5]  Jean-Christophe Marine,et al.  Direct regulation of the Nrarp gene promoter by the Notch signaling pathway. , 2004, Biochemical and biophysical research communications.

[6]  Mark A. J. Chaplain,et al.  A Spatio-Temporal Model of Notch Signalling in the Zebrafish Segmentation Clock: Conditions for Synchronised Oscillatory Dynamics , 2011, PloS one.

[7]  Emily Gale,et al.  Opposing FGF and Retinoid Pathways Control Ventral Neural Pattern, Neuronal Differentiation, and Segmentation during Body Axis Extension , 2003, Neuron.

[8]  S. Cole,et al.  Oscillatory lunatic fringe activity is crucial for segmentation of the anterior but not posterior skeleton , 2008, Development.

[9]  R. Krumlauf,et al.  Dll3 pudgy mutation differentially disrupts dynamic expression of somite genes , 2004, Genesis.

[10]  Y. Bessho,et al.  Sprouty4, an FGF Inhibitor, Displays Cyclic Gene Expression under the Control of the Notch Segmentation Clock in the Mouse PSM , 2009, PloS one.

[11]  Ingmar H Riedel-Kruse,et al.  Synchrony Dynamics During Initiation, Failure, and Rescue of the Segmentation Clock , 2007, Science.

[12]  Ryoichiro Kageyama,et al.  Different types of oscillations in Notch and Fgf signaling regulate the spatiotemporal periodicity of somitogenesis. , 2011, Genes & development.

[13]  Chetana Sachidanandan,et al.  Differential Axial Requirements for Lunatic Fringe and Hes7 Transcription during Mouse Somitogenesis , 2009, PloS one.

[14]  R. Le Borgne,et al.  The Multiple Facets of Ubiquitination in the Regulation of Notch Signaling Pathway , 2011, Traffic.

[15]  Y. Saga,et al.  The role of presenilin 1 during somite segmentation. , 2001, Development.

[16]  R. Huang,et al.  Epithelial-Mesenchymal Transitions in Development and Disease , 2009, Cell.

[17]  A. Mochizuki,et al.  Analysis of Ripply1/2-deficient mouse embryos reveals a mechanism underlying the rostro-caudal patterning within a somite. , 2010, Developmental biology.

[18]  A. Kispert,et al.  The T-box transcription factor Tbx18 maintains the separation of anterior and posterior somite compartments. , 2004, Genes & development.

[19]  M. H. Angelis,et al.  Maintenance of somite borders in mice requires the Delta homologue Dll1 , 1997, Nature.

[20]  David Ish-Horowicz,et al.  Notch signalling and the synchronization of the somite segmentation clock , 2000, Nature.

[21]  Kwonseop Kim,et al.  Regulation of Notch1/NICD and Hes1 expressions by GSK-3α/β , 2009, Molecules and cells.

[22]  J. Volff,et al.  her7 and hey1, but not lunatic fringe show dynamic expression during somitogenesis in medaka (Oryzias latipes). , 2004, Gene expression patterns : GEP.

[23]  A. Rivett Intracellular distribution of proteasomes. , 1998, Current opinion in immunology.

[24]  Stefan Zeiser,et al.  Number of active transcription factor binding sites is essential for the Hes7 oscillator , 2006, Theoretical Biology and Medical Modelling.

[25]  Ryoichiro Kageyama,et al.  Automatic reconstruction of the mouse segmentation network from an experimental evidence database , 2010, Biosyst..

[26]  R. Lasser,et al.  Oscillations of Hes7 caused by negative autoregulation and ubiquitination , 2008, Comput. Biol. Chem..

[27]  M. Taketo,et al.  Mesp2: a novel mouse gene expressed in the presegmented mesoderm and essential for segmentation initiation. , 1997, Genes & development.

[28]  A. Gossler,et al.  Transcriptional oscillation of lunatic fringe is essential for somitogenesis. , 2003, Genes & development.

[29]  G. Miyoshi,et al.  Hes7: a bHLH‐type repressor gene regulated by Notch and expressed in the presomitic mesoderm , 2001, Genes to cells : devoted to molecular & cellular mechanisms.

[30]  James A. Glazier,et al.  A Multi-cell, Multi-scale Model of Vertebrate Segmentation and Somite Formation , 2011, PLoS Comput. Biol..

[31]  Ryoichiro Kageyama,et al.  The initiation and propagation of Hes7 oscillation are cooperatively regulated by Fgf and notch signaling in the somite segmentation clock. , 2007, Developmental cell.

[32]  J. Rossant,et al.  Notch1 is required for the coordinate segmentation of somites. , 1995, Development.

[33]  S. Artavanis-Tsakonas,et al.  Crossing paths with Notch in the hyper-network. , 2007, Current opinion in cell biology.

[34]  J. Kim Dale,et al.  Interfering with Wnt signalling alters the periodicity of the segmentation clock , 2009, Developmental biology.

[35]  O. Pourquié,et al.  Oscillations of the snail genes in the presomitic mesoderm coordinate segmental patterning and morphogenesis in vertebrate somitogenesis. , 2006, Developmental cell.

[36]  D. Saito,et al.  EphrinB2 coordinates the formation of a morphological boundary and cell epithelialization during somite segmentation , 2009, Proceedings of the National Academy of Sciences.

[37]  Johannes Müller,et al.  Modeling the Hes1 Oscillator , 2007, J. Comput. Biol..

[38]  Ryoichiro Kageyama,et al.  Periodic repression by the bHLH factor Hes7 is an essential mechanism for the somite segmentation clock. , 2003, Genes & development.

[39]  Olivier Pourquié,et al.  FGF Signaling Controls Somite Boundary Position and Regulates Segmentation Clock Control of Spatiotemporal Hox Gene Activation , 2001, Cell.

[40]  M. Taketo,et al.  Wnt3a/β-catenin signaling controls posterior body development by coordinating mesoderm formation and segmentation , 2007, Development.

[41]  D. Ish-Horowicz,et al.  Cell-autonomous integrin control of Wnt and Notch signalling during somitogenesis , 2010, Development.

[42]  Yumiko Saga,et al.  The Mesp2 transcription factor establishes segmental borders by suppressing Notch activity , 2005, Nature.

[43]  Jun Kanno,et al.  Mouse Nkd1, a Wnt antagonist, exhibits oscillatory gene expression in the PSM under the control of Notch signaling , 2004, Mechanisms of Development.

[44]  Hong Wang,et al.  Hierarchical Phosphorylation within the Ankyrin Repeat Domain Defines a Phosphoregulatory Loop That Regulates Notch Transcriptional Activity* , 2011, The Journal of Biological Chemistry.

[45]  J. Kim Dale,et al.  The segmentation clock mechanism moves up a notch , 2010, Trends in cell biology.

[46]  I. Palmeirim,et al.  Redefining the role of ectoderm in somitogenesis: a player in the formation of the fibronectin matrix of presomitic mesoderm , 2007, Development.

[47]  A. Kimura,et al.  The oscillation of Notch activation, but not its boundary, is required for somite border formation and rostral-caudal patterning within a somite , 2010, Development.

[48]  Yoshihiro Morishita,et al.  Random cell movement promotes synchronization of the segmentation clock , 2010, Proceedings of the National Academy of Sciences.

[49]  Olivier Pourquié,et al.  fgf8 mRNA decay establishes a gradient that couples axial elongation to patterning in the vertebrate embryo , 2004, Nature.

[50]  A. Schneider,et al.  Noncyclic Notch activity in the presomitic mesoderm demonstrates uncoupling of somite compartmentalization and boundary formation. , 2008, Genes & development.

[51]  Julian Lewis Autoinhibition with Transcriptional Delay A Simple Mechanism for the Zebrafish Somitogenesis Oscillator , 2003, Current Biology.

[52]  M. Gurney,et al.  The Notch Intracellular Domain Is Ubiquitinated and Negatively Regulated by the Mammalian Sel-10 Homolog* , 2001, The Journal of Biological Chemistry.

[53]  O. Pourquié,et al.  Notch signalling is required for cyclic expression of the hairy-like gene HES1 in the presomitic mesoderm. , 2000, Development.

[54]  Ryoichiro Kageyama,et al.  The cyclic gene Hes1 contributes to diverse differentiation responses of embryonic stem cells. , 2009, Genes & development.

[55]  Keisuke Hitachi,et al.  Physical interaction between Tbx6 and mespb is indispensable for the activation of bowline expression during Xenopus somitogenesis. , 2008, Biochemical and biophysical research communications.

[56]  T. Ohtsuka,et al.  Intronic delay is essential for oscillatory expression in the segmentation clock , 2011, Proceedings of the National Academy of Sciences.

[57]  Bernhard G Herrmann,et al.  WNT signaling, in synergy with T/TBX6, controls Notch signaling by regulating Dll1 expression in the presomitic mesoderm of mouse embryos. , 2004, Genes & development.

[58]  R. Grosschedl,et al.  LEF1-mediated regulation of Delta-like1 links Wnt and Notch signaling in somitogenesis. , 2004, Genes & development.

[59]  H. Kiyonari,et al.  Ripply2 is essential for precise somite formation during mouse early development , 2007, FEBS letters.

[60]  Winfried Wiegraebe,et al.  A β-catenin gradient links the clock and wavefront systems in mouse embryo segmentation , 2008, Nature Cell Biology.

[61]  Michael Brand,et al.  Endocytosis Controls Spreading and Effective Signaling Range of Fgf8 Protein , 2004, Current Biology.

[62]  Albert Goldbeter,et al.  Sharp developmental thresholds defined through bistability by antagonistic gradients of retinoic acid and FGF signaling , 2007, Developmental dynamics : an official publication of the American Association of Anatomists.

[63]  Ryoichiro Kageyama,et al.  Oscillator mechanism of notch pathway in the segmentation clock , 2007, Developmental dynamics : an official publication of the American Association of Anatomists.

[64]  Y. Saga,et al.  The making of the somite: molecular events in vertebrate segmentation , 2001, Nature Reviews Genetics.

[65]  M. Muratani,et al.  How the ubiquitin–proteasome system controls transcription , 2003, Nature Reviews Molecular Cell Biology.

[66]  Charles D. Little,et al.  A random cell motility gradient downstream of FGF controls elongation of an amniote embryo , 2009, Nature.

[67]  M. Fortini,et al.  Notch signaling: the core pathway and its posttranslational regulation. , 2009, Developmental cell.

[68]  H. Farin,et al.  Transcriptional Repression by the T-box Proteins Tbx18 and Tbx15 Depends on Groucho Corepressors*♦ , 2007, Journal of Biological Chemistry.

[69]  D. Simon,et al.  Transient and restricted expression during mouse embryogenesis of Dll1, a murine gene closely related to Drosophila Delta. , 1995, Development.

[70]  W. Birchmeier,et al.  The role of Axin2 in calvarial morphogenesis and craniosynostosis , 2005, Development.

[71]  Haruhiko Koseki,et al.  Identification of Epha4 enhancer required for segmental expression and the regulation by Mesp2 , 2006, Development.

[72]  P. Stanley,et al.  Galactose Differentially Modulates Lunatic and Manic Fringe Effects on Delta1-induced NOTCH Signaling* , 2011, The Journal of Biological Chemistry.

[73]  A. Capobianco,et al.  Assembly of a Notch Transcriptional Activation Complex Requires Multimerization , 2011, Molecular and Cellular Biology.

[74]  Ryoichiro Kageyama,et al.  Instability of Hes7 protein is crucial for the somite segmentation clock , 2004, Nature Genetics.

[75]  S. Holley,et al.  Control of extracellular matrix assembly along tissue boundaries via Integrin and Eph/Ephrin signaling , 2009, Development.

[76]  Christopher J. Staples,et al.  Negative-feedback regulation of FGF signalling by DUSP6/MKP-3 is driven by ERK1/2 and mediated by Ets factor binding to a conserved site within the DUSP6/MKP-3 gene promoter , 2008, The Biochemical journal.

[77]  P. Rida,et al.  A Notch feeling of somite segmentation and beyond. , 2004, Developmental biology.

[78]  J. Kim Dale,et al.  Notch Is a Critical Component of the Mouse Somitogenesis Oscillator and Is Essential for the Formation of the Somites , 2009, PLoS genetics.

[79]  Hisato Kondoh,et al.  Involvement of SIP1 in positioning of somite boundaries in the mouse embryo , 2005, Developmental dynamics : an official publication of the American Association of Anatomists.

[80]  Xi He,et al.  Developmental Cell Review Wnt / b-Catenin Signaling : Components , Mechanisms , and Diseases , 2022 .

[81]  Olivier Pourquié,et al.  Control of segment number in vertebrate embryos , 2008, Nature.

[82]  Yumiko Saga,et al.  Mesp2 and Tbx6 cooperatively create periodic patterns coupled with the clock machinery during mouse somitogenesis , 2008, Development.

[83]  F. Schweisguth,et al.  Regulation of Notch Signaling Activity , 2004, Current Biology.

[84]  H. Hirata,et al.  Oscillatory Expression of the bHLH Factor Hes1 Regulated by a Negative Feedback Loop , 2002, Science.

[85]  Jie Chen,et al.  A Complex Oscillating Network of Signaling Genes Underlies the Mouse Segmentation Clock , 2006, Science.

[86]  Mary-Lee Dequéant,et al.  Periodic Notch inhibition by Lunatic Fringe underlies the chick segmentation clock , 2003, Nature.

[87]  D. Chapman,et al.  Dll1 is a downstream target of Tbx6 in the paraxial mesoderm , 2005, Genesis.

[88]  N. Monk Oscillatory Expression of Hes1, p53, and NF-κB Driven by Transcriptional Time Delays , 2003, Current Biology.

[89]  Shigeru Kondo,et al.  Noise-resistant and synchronized oscillation of the segmentation clock , 2006, Nature.

[90]  Piotr Sliz,et al.  Cooperative assembly of higher-order Notch complexes functions as a switch to induce transcription , 2007, Proceedings of the National Academy of Sciences.

[91]  M. Hung,et al.  Dual regulation of Snail by GSK-3β-mediated phosphorylation in control of epithelial–mesenchymal transition , 2004, Nature Cell Biology.

[92]  B. Goodwin Oscillatory behavior in enzymatic control processes. , 1965, Advances in enzyme regulation.

[93]  Jonathan B. Losos,et al.  Major shifts in the evolution of somitogenesis: The reptile Anolis carolinensis represents a fourth type of segmentation clock among vertebrates , 2011 .

[94]  Nian Zhang,et al.  Negative feedback loop formed by Lunatic fringe and Hes7 controls their oscillatory expression during somitogenesis , 2005, Genesis.

[95]  P. Chambon,et al.  Retinoic Acid Controls the Bilateral Symmetry of Somite Formation in the Mouse Embryo , 2005, Science.

[96]  Wolfgang Wurst,et al.  Cell-based simulation of dynamic expression patterns in the presomitic mesoderm. , 2007, Journal of theoretical biology.

[97]  Yoshihiro Morishita,et al.  Traveling wave formation in vertebrate segmentation. , 2009, Journal of theoretical biology.

[98]  H. Farin,et al.  T-box Protein Tbx18 Interacts with the Paired Box Protein Pax3 in the Development of the Paraxial Mesoderm* , 2008, Journal of Biological Chemistry.

[99]  A. Harris,et al.  New mechanism for Notch signaling to endothelium at a distance by Delta-like 4 incorporation into exosomes. , 2010, Blood.

[100]  R. Kageyama,et al.  Structure, chromosomal locus, and promoter analysis of the gene encoding the mouse helix-loop-helix factor HES-1. Negative autoregulation through the multiple N box elements. , 1994, The Journal of biological chemistry.

[101]  Olivier Tassy,et al.  Evolutionary plasticity of segmentation clock networks , 2011, Development.

[102]  Nobuo Sasaki,et al.  The repression of Notch signaling occurs via the destabilization of mastermind-like 1 by Mesp2 and is essential for somitogenesis , 2011, Development.

[103]  Y. Bessho,et al.  Dynamic expression and essential functions of Hes7 in somite segmentation. , 2001, Genes & development.

[104]  M. Mackey,et al.  Modelling transcriptional feedback loops: the role of Gro/TLE1 in Hes1 oscillations , 2006, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[105]  Kenro Kusumi,et al.  Cyclical expression of the Notch/Wnt regulator Nrarp requires modulation by Dll3 in somitogenesis. , 2009, Developmental biology.

[106]  K. Igarashi,et al.  The negative regulation of Mesp2 by mouse Ripply2 is required to establish the rostro-caudal patterning within a somite , 2007, Development.

[107]  D. Weil,et al.  In Vivo Kinetics of mRNA Splicing and Transport in Mammalian Cells , 2002, Molecular and Cellular Biology.

[108]  T. Yamaguchi,et al.  Mouse Ripply2 is downstream of Wnt3a and is dynamically expressed during somitogenesis , 2007, Developmental dynamics : an official publication of the American Association of Anatomists.

[109]  Olivier Pourquié,et al.  Segmental patterning of the vertebrate embryonic axis , 2008, Nature Reviews Genetics.

[110]  Tony Pawson,et al.  Cell-Specific Information Processing in Segregating Populations of Eph Receptor Ephrin–Expressing Cells , 2009, Science.

[111]  Albert Goldbeter,et al.  Modeling the segmentation clock as a network of coupled oscillations in the Notch, Wnt and FGF signaling pathways. , 2008, Journal of theoretical biology.

[112]  Olivier Pourquié,et al.  Faculty Opinions recommendation of Opposing FGF and retinoid pathways control ventral neural pattern, neuronal differentiation, and segmentation during body axis extension. , 2004 .