Propagating Waves of Directionality and Coordination Orchestrate Collective Cell Migration

The ability of cells to coordinately migrate in groups is crucial to enable them to travel long distances during embryonic development, wound healing and tumorigenesis, but the fundamental mechanisms underlying intercellular coordination during collective cell migration remain elusive despite considerable research efforts. A novel analytical framework is introduced here to explicitly detect and quantify cell clusters that move coordinately in a monolayer. The analysis combines and associates vast amount of spatiotemporal data across multiple experiments into transparent quantitative measures to report the emergence of new modes of organized behavior during collective migration of tumor and epithelial cells in wound healing assays. First, we discovered the emergence of a wave of coordinated migration propagating backward from the wound front, which reflects formation of clusters of coordinately migrating cells that are generated further away from the wound edge and disintegrate close to the advancing front. This wave emerges in both normal and tumor cells, and is amplified by Met activation with hepatocyte growth factor/scatter factor. Second, Met activation was found to induce coinciding waves of cellular acceleration and stretching, which in turn trigger the emergence of a backward propagating wave of directional migration with about an hour phase lag. Assessments of the relations between the waves revealed that amplified coordinated migration is associated with the emergence of directional migration. Taken together, our data and simplified modeling-based assessments suggest that increased velocity leads to enhanced coordination: higher motility arises due to acceleration and stretching that seems to increase directionality by temporarily diminishing the velocity components orthogonal to the direction defined by the monolayer geometry. Spatial and temporal accumulation of directionality thus defines coordination. The findings offer new insight and suggest a basic cellular mechanism for long-term cell guidance and intercellular communication during collective cell migration.

[1]  P. Comoglio,et al.  Regulation of scatter factor/hepatocyte growth factor responses by Ras, Rac, and Rho in MDCK cells , 1995, Molecular and cellular biology.

[2]  G. V. Vande Woude,et al.  Met-HGF/SF: tumorigenesis, invasion and metastasis. , 2007, Ciba Foundation symposium.

[3]  I. Tsarfaty,et al.  Dominant negative Met reduces tumorigenicity-metastasis and increases tubule formation in mammary cells , 2000, Oncogene.

[4]  W. Birchmeier,et al.  Met, metastasis, motility and more , 2003, Nature Reviews Molecular Cell Biology.

[5]  Frank Nielsen,et al.  Statistical region merging , 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[6]  G. Woude,et al.  HGF/SF-Met signaling in tumor progression , 2005, Cell Research.

[7]  G. Danuser,et al.  Morphodynamic profiling of protrusion phenotypes. , 2006, Biophysical journal.

[8]  T. Vicsek,et al.  Phase transition in the collective migration of tissue cells: experiment and model. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[9]  P. Chavrier,et al.  Collective migration of an epithelial monolayer in response to a model wound , 2007, Proceedings of the National Academy of Sciences.

[10]  P. Comoglio,et al.  The MET receptor tyrosine kinase in invasion and metastasis , 2007, Journal of cellular physiology.

[11]  A. Vincent-Salomon,et al.  A “class action” against the microenvironment: do cancer cells cooperate in metastasis? , 2008, Cancer and Metastasis Reviews.

[12]  C. Liang,et al.  In vitro scratch assay: a convenient and inexpensive method for analysis of cell migration in vitro , 2007, Nature Protocols.

[13]  J. Christensen,et al.  PHA665752, a small-molecule inhibitor of c-Met, inhibits hepatocyte growth factor-stimulated migration and proliferation of c-Met-positive neuroblastoma cells , 2009, BMC Cancer.

[14]  T. Meyer,et al.  Modular control of endothelial sheet migration. , 2008, Genes & development.

[15]  D. Montell Morphogenetic Cell Movements: Diversity from Modular Mechanical Properties , 2008, Science.

[16]  N. Gov Traction forces during collective cell motion , 2009, HFSP journal.

[17]  T. Shaw,et al.  Wound repair at a glance , 2009, Journal of Cell Science.

[18]  L. Mahadevan,et al.  Tissue tectonics: morphogenetic strain rates, cell shape change and intercalation , 2009, Nature Methods.

[19]  G. Hu,et al.  Epithelial-mesenchymal transition and cell cooperativity in metastasis. , 2009, Cancer research.

[20]  P. Friedl,et al.  Collective cell migration in morphogenesis, regeneration and cancer , 2009, Nature Reviews Molecular Cell Biology.

[21]  I. Couzin,et al.  Collective behavior in cancer cell populations , 2009, BioEssays : news and reviews in molecular, cellular and developmental biology.

[22]  J. Fredberg,et al.  Cell migration driven by cooperative substrate deformation patterns. , 2010, Physical review letters.

[23]  M. Poujade,et al.  Velocity fields in a collectively migrating epithelium. , 2010, Biophysical journal.

[24]  L. Trusolino,et al.  MET signalling: principles and functions in development, organ regeneration and cancer , 2010, Nature Reviews Molecular Cell Biology.

[25]  J. Fredberg,et al.  Collective cell guidance by cooperative intercellular forces , 2010, Nature materials.

[26]  S. Torquato,et al.  Spatial Organization and Correlations of Cell Nuclei in Brain Tumors , 2011, PloS one.

[27]  J. Fredberg,et al.  Plithotaxis and emergent dynamics in collective cellular migration. , 2011, Trends in cell biology.

[28]  Jason R. Swedlow Finding an image in a haystack: the case for public image repositories , 2011, Nature Cell Biology.

[29]  Paul Martin,et al.  ‘White wave’ analysis of epithelial scratch wound healing reveals how cells mobilise back from the leading edge in a myosin-II-dependent fashion , 2011, Journal of Cell Science.

[30]  J. Dukes,et al.  The MDCK variety pack: choosing the right strain , 2011, BMC Cell Biology.

[31]  J. Fredberg,et al.  Glass-like dynamics of collective cell migration , 2011, Proceedings of the National Academy of Sciences.

[32]  P. Friedl,et al.  Classifying collective cancer cell invasion , 2012, Nature Cell Biology.

[33]  D. Loerke,et al.  Quantitative Imaging of Epithelial Cell Scattering Identifies Specific Inhibitors of Cell Motility and Cell-Cell Dissociation , 2012, Science Signaling.

[34]  G. Danuser,et al.  Substrate stiffness regulates cadherin-dependent collective migration through myosin-II contractility , 2012, The Journal of cell biology.

[35]  A. Sigal,et al.  Collective and single cell behavior in epithelial contact inhibition , 2011, Proceedings of the National Academy of Sciences.

[36]  E. Ben-Jacob,et al.  Bacterial survival strategies suggest rethinking cancer cooperativity. , 2012, Trends in microbiology.

[37]  J. Conrad Quantifying collective behavior in mammalian cells , 2012, Proceedings of the National Academy of Sciences.

[38]  J. Fredberg,et al.  Mechanical waves during tissue expansion , 2012, Nature Physics.

[39]  E. Ben-Jacob,et al.  Secrets of tubule engineering by epithelial cells , 2012, Proceedings of the National Academy of Sciences.

[40]  W. Birchmeier,et al.  Targeting MET in cancer: rationale and progress , 2012, Nature Reviews Cancer.

[41]  Julien G Dumortier,et al.  Collective mesendoderm migration relies on an intrinsic directionality signal transmitted through cell contacts , 2012, Proceedings of the National Academy of Sciences.

[42]  E. Ben-Jacob,et al.  Emergence of HGF/SF-Induced Coordinated Cellular Motility , 2012, PloS one.

[43]  H. Stone,et al.  Spatial-temporal dynamics of collective chemosensing , 2012, Proceedings of the National Academy of Sciences.

[44]  W. Rappel,et al.  Alignment of cellular motility forces with tissue flow as a mechanism for efficient wound healing , 2013, Proceedings of the National Academy of Sciences.

[45]  I. Couzin,et al.  Emergent Sensing of Complex Environments by Mobile Animal Groups , 2013, Science.

[46]  Bo Sun,et al.  Minimization of thermodynamic costs in cancer cell invasion , 2013, Proceedings of the National Academy of Sciences.

[47]  Vincent Hakim,et al.  Collective Cell Motion in an Epithelial Sheet Can Be Quantitatively Described by a Stochastic Interacting Particle Model , 2013, PLoS Comput. Biol..

[48]  W. Losert,et al.  Real-Time Motion Analysis Reveals Cell Directionality as an Indicator of Breast Cancer Progression , 2013, PloS one.

[49]  M. Nieto Epithelial Plasticity: A Common Theme in Embryonic and Cancer Cells , 2013, Science.

[50]  Mark H. Ellisman,et al.  The cell: an image library-CCDB: a curated repository of microscopy data , 2012, Nucleic Acids Res..

[51]  Pere Roca-Cusachs,et al.  Mechanical guidance of cell migration: lessons from chemotaxis. , 2013, Current opinion in cell biology.

[52]  J. Aitchison,et al.  Nonautonomous contact guidance signaling during collective cell migration , 2014, Proceedings of the National Academy of Sciences.

[53]  Douglas A. Chapnick,et al.  Leader cell positioning drives wound-directed collective migration in TGFβ-stimulated epithelial sheets , 2014, Molecular biology of the cell.