Pattern formation by lateral inhibition with feedback: a mathematical model of delta-notch intercellular signalling.

In many developing tissues, adjacent cells diverge in character so as to create a fine-grained pattern of cells in contrasting states of differentiation. It has been proposed that such patterns can be generated through lateral inhibition--a type of cell-cell interaction whereby a cell that adopts a particular fate inhibits its immediate neighbors from doing likewise. Lateral inhibition is well documented in flies, worms and vertebrates. In all of these organisms, the transmembrane proteins Notch and Delta (or their homologues) have been identified as mediators of the interaction--Notch as receptor, Delta as its ligand on adjacent cells. However, it is not clear under precisely what conditions the Delta-Notch mechanism of lateral inhibition can generate the observed types of pattern, or indeed whether this mechanism is capable of generating such patterns by itself. Here we construct and analyse a simple and general mathematical model of such contact-mediated lateral inhibition. In accordance with experimental data, the model postulates that receipt of inhibition (i.e. activation of Notch) diminished the ability to deliver inhibition (i.e. to produce active Delta). This gives rise to a feedback loop that can amplify differences between adjacent cells. We investigate the pattern-forming potential and temporal behaviour of this model both analytically and through numerical simulation. Inhomogeneities are self-amplifying and develop without need of any other machinery, provided the feedback is sufficiently strong. For a wide range of initial and boundary conditions, the model generates fine-grained patterns similar to those observed in living systems.

[1]  N. Rashevsky,et al.  Mathematical biology , 1961, Connecticut medicine.

[2]  S. Artavanis-Tsakonas,et al.  Nucleotide sequence from the neurogenic locus Notch implies a gene product that shares homology with proteins containing EGF-like repeats , 1985, Cell.

[3]  M. W. Young,et al.  Sequence of the notch locus of Drosophila melanogaster: relationship of the encoded protein to mammalian clotting and growth factors , 1986, Molecular and cellular biology.

[4]  J. Campos-Ortega,et al.  The neurogenic gene Delta of Drosophila melanogaster is expressed in neurogenic territories and encodes a putative transmembrane protein with EGF‐like repeats , 1987, The EMBO journal.

[5]  K. Fechtel,et al.  Delta, a Drosophila neurogenic gene, is transcriptionally complex and encodes a protein related to blood coagulation factors and epidermal growth factor of vertebrates. , 1988, Genes & development.

[6]  George Oster,et al.  Lateral inhibition models of developmental processes , 1988 .

[7]  V. Hartenstein,et al.  A dual function of the Notch gene in Drosophila sensillum development. , 1990, Developmental biology.

[8]  A. M. Turing,et al.  The chemical basis of morphogenesis , 1952, Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences.

[9]  Tian Xu,et al.  Molecular interactions between the protein products of the neurogenic loci Notch and Delta, two EGF-homologous genes in Drosophila , 1990, Cell.

[10]  P. Simpson,et al.  Lateral inhibition and the development of the sensory bristles of the adult peripheral nervous system of Drosophila. , 1990, Development.

[11]  A. Ghysen,et al.  The determination of sense organs in Drosophila: effect of the neurogenic mutations in the embryo. , 1991, Development.

[12]  P. Simpson,et al.  The choice of cell fate in the epidermis of Drosophila , 1991, Cell.

[13]  S. Carroll,et al.  Regulation of proneural gene expression and cell fate during neuroblast segregation in the Drosophila embryo. , 1992, Development.

[14]  Gerald M. Rubin,et al.  Making a difference: The role of cell-cell interactions in establishing separate identities for equivalent cells , 1992, Cell.

[15]  P. Sternberg Falling off the knife edge , 1993, Current Biology.

[16]  M. W. Young,et al.  Antineurogenic phenotypes induced by truncated Notch proteins indicate a role in signal transduction and may point to a novel function for Notch in nuclei. , 1993, Genes & development.

[17]  P. Simpson,et al.  Altered epidermal growth factor-like sequences provide evidence for a role of Notch as a receptor in cell fate decisions. , 1993, Development.

[18]  G. Struhl,et al.  Intrinsic activity of the lin-12 and Notch intracellular domains in vivo , 1993, Cell.

[19]  S. Artavanis-Tsakonas,et al.  Specific truncations of Drosophila Notch define dominant activated and dominant negative forms of the receptor , 1993, Cell.

[20]  A. M. Arias,et al.  Notch is required for wingless signaling in the epidermis of Drosophila , 1994, Cell.

[21]  J. Campos-Ortega,et al.  Lateral inhibition mediated by the Drosophila neurogenic gene delta is enhanced by proneural proteins. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[22]  J. Campos-Ortega,et al.  The basic-helix-loop-helix domain of Drosophila lethal of scute protein is sufficient for proneural function and activates neurogenic genes , 1994, Cell.

[23]  M. Muskavitch,et al.  Delta-notch signaling and Drosophila cell fate choice. , 1994, Developmental biology.

[24]  M. Fortini,et al.  The suppressor of hairless protein participates in notch receptor signaling , 1994, Cell.

[25]  S. Bray,et al.  Role of Notch and achaete-scute complex in the expression of Enhancer of split bHLH proteins , 1995 .

[26]  V. Hartenstein,et al.  Neurogenic and proneural genes control cell fate specification in the Drosophila endoderm. , 1995, Development.

[27]  C. Cepko,et al.  Vertebrate retinal ganglion cells are selected from competent progenitors by the action of Notch. , 1995, Development.

[28]  A. Chitnis The Role of Notch in Lateral Inhibition and Cell Fate Specification , 1995, Molecular and Cellular Neuroscience.

[29]  Christel Brou,et al.  Signalling downstream of activated mammalian Notch , 1995, Nature.

[30]  F. Schweisguth,et al.  Suppressor of Hairless is required for signal reception during lateral inhibition in the Drosophila pupal notum. , 1995, Development.

[31]  C. Doe,et al.  A collection of cortical crescents: Asymmetric protein localization in CNS precursor cells , 1995, Neuron.

[32]  H. Jäckle,et al.  Invagination centers within the Drosophila stomatogastric nervous system anlage are positioned by Notch-mediated signaling which is spatially controlled through wingless. , 1995, Development.

[33]  David Ish-Horowicz,et al.  Primary neurogenesis in Xenopus embryos regulated by a homologue of the Drosophila neurogenic gene Delta , 1995, Nature.

[34]  N. Perrimon,et al.  Interaction Between Wingless and Notch Signaling Pathways Mediated by Dishevelled , 1996, Science.

[35]  P. Simpson,et al.  Genes of the Enhancer of split and achaete-scute complexes are required for a regulatory loop between Notch and Delta during lateral signalling in Drosophila. , 1996, Development.

[36]  Julian Lewis,et al.  Neurogenic genes and vertebrate neurogenesis , 1996, Current Opinion in Neurobiology.