Literature DB >> 26792522

Cell-cell communication enhances the capacity of cell ensembles to sense shallow gradients during morphogenesis.

David Ellison1, Andrew Mugler2, Matthew D Brennan1, Sung Hoon Lee3, Robert J Huebner4, Eliah R Shamir4, Laura A Woo5, Joseph Kim5, Patrick Amar6, Ilya Nemenman7, Andrew J Ewald8, Andre Levchenko9.   

Abstract

Collective cell responses to exogenous cues depend on cell-cell interactions. In principle, these can result in enhanced sensitivity to weak and noisy stimuli. However, this has not yet been shown experimentally, and little is known about how multicellular signal processing modulates single-cell sensitivity to extracellular signaling inputs, including those guiding complex changes in the tissue form and function. Here we explored whether cell-cell communication can enhance the ability of cell ensembles to sense and respond to weak gradients of chemotactic cues. Using a combination of experiments with mammary epithelial cells and mathematical modeling, we find that multicellular sensing enables detection of and response to shallow epidermal growth factor (EGF) gradients that are undetectable by single cells. However, the advantage of this type of gradient sensing is limited by the noisiness of the signaling relay, necessary to integrate spatially distributed ligand concentration information. We calculate the fundamental sensory limits imposed by this communication noise and combine them with the experimental data to estimate the effective size of multicellular sensory groups involved in gradient sensing. Functional experiments strongly implicated intercellular communication through gap junctions and calcium release from intracellular stores as mediators of collective gradient sensing. The resulting integrative analysis provides a framework for understanding the advantages and limitations of sensory information processing by relays of chemically coupled cells.

Entities:  

Keywords:  chemotaxis; collective cellular phenomena; development; gradient sensing; linear response theory

Mesh:

Substances:

Year:  2016        PMID: 26792522      PMCID: PMC4760786          DOI: 10.1073/pnas.1516503113

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  63 in total

1.  Limits to the precision of gradient sensing with spatial communication and temporal integration.

Authors:  Andrew Mugler; Andre Levchenko; Ilya Nemenman
Journal:  Proc Natl Acad Sci U S A       Date:  2016-01-20       Impact factor: 11.205

2.  A stochastic analysis of first-order reaction networks.

Authors:  Chetan Gadgil; Chang Hyeong Lee; Hans G Othmer
Journal:  Bull Math Biol       Date:  2005-01-19       Impact factor: 1.758

Review 3.  Hormonal and local control of mammary branching morphogenesis.

Authors:  Mark D Sternlicht; Hosein Kouros-Mehr; Pengfei Lu; Zena Werb
Journal:  Differentiation       Date:  2006-09       Impact factor: 3.880

Review 4.  Pharmacology of gap junctions. New pharmacological targets for treatment of arrhythmia, seizure and cancer?

Authors:  Aida Salameh; Stefan Dhein
Journal:  Biochim Biophys Acta       Date:  2005-09-21

5.  Ca2+ pulses control local cycles of lamellipodia retraction and adhesion along the front of migrating cells.

Authors:  Feng-Chiao Tsai; Tobias Meyer
Journal:  Curr Biol       Date:  2012-04-19       Impact factor: 10.834

Review 6.  Chemotaxis in cancer.

Authors:  Evanthia T Roussos; John S Condeelis; Antonia Patsialou
Journal:  Nat Rev Cancer       Date:  2011-07-22       Impact factor: 60.716

7.  Induction of cancer cell migration by epidermal growth factor is initiated by specific phosphorylation of tyrosine 1248 of c-erbB-2 receptor via EGFR.

Authors:  Thomas Dittmar; Anja Husemann; Yvonne Schewe; Jerzy-Roch Nofer; Bernd Niggemann; Kurt S Zänker; Burkhard H Brandt
Journal:  FASEB J       Date:  2002-09-19       Impact factor: 5.191

8.  The MAPK(ERK-1,2) pathway integrates distinct and antagonistic signals from TGFalpha and FGF7 in morphogenesis of mouse mammary epithelium.

Authors:  Jimmie E Fata; Hidetoshi Mori; Andrew J Ewald; Hui Zhang; Evelyn Yao; Zena Werb; Mina J Bissell
Journal:  Dev Biol       Date:  2007-03-16       Impact factor: 3.582

Review 9.  A comparison of mathematical models for polarization of single eukaryotic cells in response to guided cues.

Authors:  Alexandra Jilkine; Leah Edelstein-Keshet
Journal:  PLoS Comput Biol       Date:  2011-04-28       Impact factor: 4.475

10.  Precocious mammary gland development in P-cadherin-deficient mice.

Authors:  G L Radice; M C Ferreira-Cornwell; S D Robinson; H Rayburn; L A Chodosh; M Takeichi; R O Hynes
Journal:  J Cell Biol       Date:  1997-11-17       Impact factor: 10.539

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  37 in total

1.  Cell-cell communication during collective migration.

Authors:  Wouter-Jan Rappel
Journal:  Proc Natl Acad Sci U S A       Date:  2016-01-22       Impact factor: 11.205

2.  Dynamic secretome of bone marrow-derived stromal cells reveals a cardioprotective biochemical cocktail.

Authors:  David D Ellison; Yasir Suhail; Junaid Afzal; Laura Woo; Onur Kilic; Jeffrey Spees; Andre Levchenko
Journal:  Proc Natl Acad Sci U S A       Date:  2019-06-25       Impact factor: 11.205

3.  Dynamic Sampling and Information Encoding in Biochemical Networks.

Authors:  Garrett D Potter; Tommy A Byrd; Andrew Mugler; Bo Sun
Journal:  Biophys J       Date:  2017-02-28       Impact factor: 4.033

Review 4.  Making Heads or Tails of It: Cell-Cell Adhesion in Cellular and Supracellular Polarity in Collective Migration.

Authors:  Jan-Hendrik Venhuizen; Mirjam M Zegers
Journal:  Cold Spring Harb Perspect Biol       Date:  2017-11-01       Impact factor: 10.005

Review 5.  Dissecting the stem cell niche with organoid models: an engineering-based approach.

Authors:  Lyndsay M Murrow; Robert J Weber; Zev J Gartner
Journal:  Development       Date:  2017-03-15       Impact factor: 6.868

6.  Minimal Network Topologies for Signal Processing during Collective Cell Chemotaxis.

Authors:  Haicen Yue; Brian A Camley; Wouter-Jan Rappel
Journal:  Biophys J       Date:  2018-06-19       Impact factor: 4.033

7.  Energetic regulation of coordinated leader-follower dynamics during collective invasion of breast cancer cells.

Authors:  Jian Zhang; Kayla F Goliwas; Wenjun Wang; Paul V Taufalele; Francois Bordeleau; Cynthia A Reinhart-King
Journal:  Proc Natl Acad Sci U S A       Date:  2019-03-28       Impact factor: 11.205

8.  Collective Chemotaxis through Noisy Multicellular Gradient Sensing.

Authors:  Julien Varennes; Bumsoo Han; Andrew Mugler
Journal:  Biophys J       Date:  2016-08-09       Impact factor: 4.033

9.  Communication of cAMP by connexin43 gap junctions regulates osteoblast signaling and gene expression.

Authors:  Aditi Gupta; Hidayah Anderson; Atum M Buo; Megan C Moorer; Margaret Ren; Joseph P Stains
Journal:  Cell Signal       Date:  2016-05-06       Impact factor: 4.315

Review 10.  Connexin43 and the Intercellular Signaling Network Regulating Skeletal Remodeling.

Authors:  Megan C Moorer; Joseph P Stains
Journal:  Curr Osteoporos Rep       Date:  2017-02       Impact factor: 5.096

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