Dynamics phenotyping across length and time scales in collective cell migration.

Rachel M Lee, Wolfgang Losert
Author Information
  1. Rachel M Lee: University of Maryland School of Medicine, Baltimore, MD, 21201, USA; Institute for Physical Science and Technology, University of Maryland, College Park, MD, 20742, USA.
  2. Wolfgang Losert: Institute for Physical Science and Technology, University of Maryland, College Park, MD, 20742, USA; Department of Physics, University of Maryland, College Park, MD, 20742, USA. Electronic address: wlosert@umd.edu.

Abstract

Processes in collective migration span many length and time scales. In this review, we focus on length scales ranging from tens of microns (single cells) to a few millimeters (cell clusters) and the motion of these cells and cell groups on time scales of minutes to hours. We focus on epithelial cell sheets and metrics of motion developed to measure migration phenotypes in this system. Comparisons between cell motion and fluid flows, facilitated by the popular image analysis technique particle image velocimetry, yield metrics that can be used to study migration across a range of length and time scales. Measuring collective cell migration across these scales provides a complex, quantitative phenotype useful for migration models, in particular those that compare and contrast collective cell migration to movement of particles near a transition to jamming. Contrasting the motion of epithelial cells and the jamming transition illustrates aspects of collective motion that can be attributed to the jammed character of cell clusters, and highlights aspects of collective behavior that likely involve active motility and cell-cell guidance. The application of multiple migration metrics, which span multiple scales of the system, thus allows us to link cell-scale signals and mechanics to collective behavior.

Keywords

References

  1. Soft Matter. 2014 Apr 14;10(14):2346-53 [PMID: 24623001]
  2. Phys Rev Lett. 2013 Jan 4;110(1):018307 [PMID: 23383851]
  3. Soft Matter. 2017 Feb 8;13(6):1235-1243 [PMID: 28098306]
  4. Converg Sci Phys Oncol. 2016 Jun;2(2):null [PMID: 29657838]
  5. Proc Natl Acad Sci U S A. 2014 Feb 4;111(5):1807-12 [PMID: 24449852]
  6. New J Phys. 2013 Feb 25;15(2): [PMID: 23599682]
  7. Biophys J. 2014 Sep 2;107(5):1054-1064 [PMID: 25185541]
  8. Proc Natl Acad Sci U S A. 2007 Oct 9;104(41):15988-93 [PMID: 17905871]
  9. Biotechniques. 2013 Feb;54(2):87-92 [PMID: 23384179]
  10. Cell Mol Life Sci. 2017 Oct;74(20):3841-3850 [PMID: 28612218]
  11. Cell Signal. 2018 May;45:1-11 [PMID: 29337044]
  12. Nat Rev Cancer. 2003 May;3(5):362-74 [PMID: 12724734]
  13. Rep Prog Phys. 2012 Jun;75(6):066501 [PMID: 22790649]
  14. Soft Matter. 2014 Mar 28;10(12):1885-90 [PMID: 24652538]
  15. Phys Rev E Stat Nonlin Soft Matter Phys. 2009 Dec;80(6 Pt 1):061307 [PMID: 20365168]
  16. Sci Rep. 2015 Mar 17;5:9172 [PMID: 25779619]
  17. Biophys J. 2005 Oct;89(4):2806-23 [PMID: 16085764]
  18. Phys Rev Lett. 2008 May 23;100(20):208302 [PMID: 18518583]
  19. J Cell Sci. 2009 Sep 15;122(Pt 18):3215-23 [PMID: 19726631]
  20. Biophys J. 2014 Aug 5;107(3):548-554 [PMID: 25099794]
  21. Nat Mater. 2015 Oct;14(10):1040-8 [PMID: 26237129]
  22. J Biomech. 2017 Jul 26;60:1-8 [PMID: 28712545]
  23. Proc Natl Acad Sci U S A. 2014 Jun 3;111(22):8055-60 [PMID: 24835175]
  24. Nat Mater. 2013 Sep;12(9):856-63 [PMID: 23793160]
  25. Proc Natl Acad Sci U S A. 2013 Feb 12;110(7):2452-9 [PMID: 23345440]
  26. PLoS One. 2012;7(9):e44671 [PMID: 22970283]
  27. Proc Natl Acad Sci U S A. 2012 Jan 17;109(3):739-44 [PMID: 22228306]
  28. Phys Rev X. 2016 Apr-Jun;6(2):null [PMID: 28966874]
  29. Nat Cell Biol. 2017 Jul;19(7):742-751 [PMID: 28628082]
  30. Soft Matter. 2014 Jun 21;10(23):4047-55 [PMID: 24740485]
  31. Differentiation. 2013 Oct;86(3):121-5 [PMID: 23791490]
  32. Biophys J. 2012 Jun 20;102(12):2731-41 [PMID: 22735523]
  33. Nat Protoc. 2007;2(2):329-33 [PMID: 17406593]
  34. Biochim Biophys Acta. 2015 Nov;1853(11 Pt B):3143-52 [PMID: 26028592]
  35. Phys Biol. 2011 Apr;8(2):026014 [PMID: 21460431]
  36. Phys Rev Lett. 1992 Sep 28;69(13):2013-2016 [PMID: 10046374]
  37. Phys Rev E Stat Nonlin Soft Matter Phys. 2012 Mar;85(3 Pt 1):031402 [PMID: 22587096]
  38. Biophys J. 2010 May 19;98(9):1790-800 [PMID: 20441742]
  39. PLoS One. 2013;8(3):e58859 [PMID: 23527039]
  40. Proc Natl Acad Sci U S A. 2012 Aug 7;109(32):12974-9 [PMID: 22814373]
  41. Phys Rev Lett. 2010 Apr 23;104(16):168104 [PMID: 20482085]
  42. Proc Natl Acad Sci U S A. 2015 Dec 15;112(50):15314-9 [PMID: 26627719]
  43. Proc Natl Acad Sci U S A. 2011 Mar 22;108(12):4714-9 [PMID: 21321233]
  44. J Cell Biol. 2012 Oct 29;199(3):545-63 [PMID: 23091067]
  45. Soft Matter. 2012 Jan 1;8(31):8039-8049 [PMID: 23002395]
  46. Am J Physiol Cell Physiol. 2006 Jul;291(1):C68-75 [PMID: 16495370]
  47. Biophys J. 2010 Feb 3;98(3):361-70 [PMID: 20141748]
  48. Phys Rev E Stat Nonlin Soft Matter Phys. 2015 Sep;92(3):032729 [PMID: 26465520]
  49. Nat Cell Biol. 2015 Apr;17(4):409-20 [PMID: 25812522]
  50. Dev Biol. 2012 Jun 1;366(1):34-54 [PMID: 22261150]
  51. Phys Rev Lett. 2002 Jun 24;88(25 Pt 1):254501 [PMID: 12097088]
  52. Science. 1997 Apr 4;276(5309):75-81 [PMID: 9082989]
  53. Phys Biol. 2012;9(2):026009 [PMID: 22476663]
  54. PLoS Comput Biol. 2014 Jul 24;10(7):e1003747 [PMID: 25058592]
  55. J R Soc Interface. 2017 May;14(130): [PMID: 28490603]
  56. Phys Rev E Stat Nonlin Soft Matter Phys. 2010 Jan;81(1 Pt 1):011403 [PMID: 20365369]
  57. Nat Mater. 2011 Jun;10(6):469-75 [PMID: 21602808]

Grants

  1. T32 CA154274/NCI NIH HHS

MeSH Term

Cell Movement
Humans
Phenotype
Time Factors

Word Cloud

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