Anomalous diffusion and q-Weibull velocity distributions in epithelial cell migration
In multicellular organisms, cell motility is central in all morphogenetic processes, tissue maintenance, wound healing and immune surveillance. Hence, the control of cell motion is a major demand in the creation of artificial tissues and organs. Here, cell migration assays on plastic 2D surfaces inv...
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Published in | PloS one Vol. 12; no. 7; p. e0180777 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
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10.07.2017
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Abstract | In multicellular organisms, cell motility is central in all morphogenetic processes, tissue maintenance, wound healing and immune surveillance. Hence, the control of cell motion is a major demand in the creation of artificial tissues and organs. Here, cell migration assays on plastic 2D surfaces involving normal (MDCK) and tumoral (B16F10) epithelial cell lines were performed varying the initial density of plated cells. Through time-lapse microscopy quantities such as speed distributions, velocity autocorrelations and spatial correlations, as well as the scaling of mean-squared displacements were determined. We find that these cells exhibit anomalous diffusion with q-Weibull speed distributions that evolves non-monotonically to a Maxwellian distribution as the initial density of plated cells increases. Although short-ranged spatial velocity correlations mark the formation of small cell clusters, the emergence of collective motion was not observed. Finally, simulational results from a correlated random walk and the Vicsek model of collective dynamics evidence that fluctuations in cell velocity orientations are sufficient to produce q-Weibull speed distributions seen in our migration assays. |
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AbstractList | In multicellular organisms, cell motility is central in all morphogenetic processes, tissue maintenance, wound healing and immune surveillance. Hence, the control of cell motion is a major demand in the creation of artificial tissues and organs. Here, cell migration assays on plastic 2D surfaces involving normal (MDCK) and tumoral (B16F10) epithelial cell lines were performed varying the initial density of plated cells. Through time-lapse microscopy quantities such as speed distributions, velocity autocorrelations and spatial correlations, as well as the scaling of mean-squared displacements were determined. We find that these cells exhibit anomalous diffusion with q-Weibull speed distributions that evolves non-monotonically to a Maxwellian distribution as the initial density of plated cells increases. Although short-ranged spatial velocity correlations mark the formation of small cell clusters, the emergence of collective motion was not observed. Finally, simulational results from a correlated random walk and the Vicsek model of collective dynamics evidence that fluctuations in cell velocity orientations are sufficient to produce q-Weibull speed distributions seen in our migration assays. |
Author | Souza Vilela Podestá, Tatiane Venzel Rosembach, Tiago Lobato Martins, Marcelo Aparecida Dos Santos, Anésia |
AuthorAffiliation | 1 Departamento de Física, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil 3 National Institute of Science and Technology for Complex Systems, Brazil Semmelweis Egyetem, HUNGARY 2 Departamento de Biologia Geral, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil |
AuthorAffiliation_xml | – name: 3 National Institute of Science and Technology for Complex Systems, Brazil – name: 1 Departamento de Física, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil – name: Semmelweis Egyetem, HUNGARY – name: 2 Departamento de Biologia Geral, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil |
Author_xml | – sequence: 1 givenname: Tatiane surname: Souza Vilela Podestá fullname: Souza Vilela Podestá, Tatiane organization: Departamento de Física, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil – sequence: 2 givenname: Tiago orcidid: 0000-0001-9805-0951 surname: Venzel Rosembach fullname: Venzel Rosembach, Tiago organization: Departamento de Física, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil – sequence: 3 givenname: Anésia surname: Aparecida Dos Santos fullname: Aparecida Dos Santos, Anésia organization: Departamento de Biologia Geral, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil – sequence: 4 givenname: Marcelo surname: Lobato Martins fullname: Lobato Martins, Marcelo organization: National Institute of Science and Technology for Complex Systems, Brazil |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/28700652$$D View this record in MEDLINE/PubMed |
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CitedBy_id | crossref_primary_10_3389_fphy_2020_00217 crossref_primary_10_1103_PhysRevE_110_014109 crossref_primary_10_3390_e23030284 crossref_primary_10_1007_s11538_019_00585_1 crossref_primary_10_1038_s42005_022_00820_7 crossref_primary_10_3390_e25050817 |
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SubjectTerms | Animals Artificial tissues Assaying Biology and Life Sciences Biotechnology Cell adhesion & migration Cell Line, Tumor Cell migration Cell Migration Assays Cell Movement - physiology Chemokines Clusters Computer simulation Correlation Density Diffusion Diffusion rate Displacement Dogs Epithelial Cells - cytology Epithelial Cells - physiology Fluctuations Healing Immunosurveillance Leukocyte migration Madin Darby Canine Kidney Cells Maxwellian distribution Medicine and Health Sciences Mice Microscopy Models, Theoretical Motility Organs Phase transitions Physical Sciences Plastics Random walk Research and Analysis Methods Scaling Spatial distribution Statistical Distributions Time series Time-Lapse Imaging Tissues Velocity Wound healing Wound Healing - physiology |
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Title | Anomalous diffusion and q-Weibull velocity distributions in epithelial cell migration |
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