Normal and tumoral melanocytes exhibit q-Gaussian random search patterns
In multicellular organisms, cell motility is central in all morphogenetic processes, tissue maintenance, wound healing and immune surveillance. Hence, failures in its regulation potentiates numerous diseases. Here, cell migration assays on plastic 2D surfaces were performed using normal (Melan A) an...
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description | In multicellular organisms, cell motility is central in all morphogenetic processes, tissue maintenance, wound healing and immune surveillance. Hence, failures in its regulation potentiates numerous diseases. Here, cell migration assays on plastic 2D surfaces were performed using normal (Melan A) and tumoral (B16F10) murine melanocytes in random motility conditions. The trajectories of the centroids of the cell perimeters were tracked through time-lapse microscopy. The statistics of these trajectories was analyzed by building velocity and turn angle distributions, as well as velocity autocorrelations and the scaling of mean-squared displacements. We find that these cells exhibit a crossover from a normal to a super-diffusive motion without angular persistence at long time scales. Moreover, these melanocytes move with non-Gaussian velocity distributions. This major finding indicates that amongst those animal cells supposedly migrating through Lévy walks, some of them can instead perform q-Gaussian walks. Furthermore, our results reveal that B16F10 cells infected by mycoplasmas exhibit essentially the same diffusivity than their healthy counterparts. Finally, a q-Gaussian random walk model was proposed to account for these melanocytic migratory traits. Simulations based on this model correctly describe the crossover to super-diffusivity in the cell migration tracks. |
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Hence, failures in its regulation potentiates numerous diseases. Here, cell migration assays on plastic 2D surfaces were performed using normal (Melan A) and tumoral (B16F10) murine melanocytes in random motility conditions. The trajectories of the centroids of the cell perimeters were tracked through time-lapse microscopy. The statistics of these trajectories was analyzed by building velocity and turn angle distributions, as well as velocity autocorrelations and the scaling of mean-squared displacements. We find that these cells exhibit a crossover from a normal to a super-diffusive motion without angular persistence at long time scales. Moreover, these melanocytes move with non-Gaussian velocity distributions. This major finding indicates that amongst those animal cells supposedly migrating through Lévy walks, some of them can instead perform q-Gaussian walks. Furthermore, our results reveal that B16F10 cells infected by mycoplasmas exhibit essentially the same diffusivity than their healthy counterparts. Finally, a q-Gaussian random walk model was proposed to account for these melanocytic migratory traits. Simulations based on this model correctly describe the crossover to super-diffusivity in the cell migration tracks.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0104253</identifier><identifier>PMID: 25203532</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Animals ; Apoptosis ; Biology and Life Sciences ; Cell adhesion & migration ; Cell migration ; Cell Movement ; Centroids ; Chemokines ; Computer simulation ; Diffusivity ; Immunosurveillance ; Infections ; Lymphocytes ; Medicine and Health Sciences ; Melanocytes ; Melanocytes - cytology ; Melanocytes - pathology ; Melanoma, Experimental - complications ; Melanoma, Experimental - microbiology ; Melanoma, Experimental - pathology ; Mice ; Microscopy ; Models, Biological ; Motility ; Mycoplasma Infections - complications ; Neoplasm Invasiveness ; Normal Distribution ; Physical Sciences ; Plastics ; Random walk ; Scaling ; Success ; Time series ; Trajectory analysis ; Velocity ; Wound healing</subject><ispartof>PloS one, 2014-09, Vol.9 (9), p.e104253-e104253</ispartof><rights>2014 da Silva et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2014 da Silva et al 2014 da Silva et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c526t-fbf49425604545198538b44d9d62af80ef69adffe9105757629ae6b157c5bbc3</citedby><cites>FETCH-LOGICAL-c526t-fbf49425604545198538b44d9d62af80ef69adffe9105757629ae6b157c5bbc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4159146/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4159146/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,2102,2928,23866,27924,27925,53791,53793,79600,79601</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25203532$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Frischknecht, Friedrich</contributor><creatorcontrib>da Silva, Priscila C A</creatorcontrib><creatorcontrib>Rosembach, Tiago V</creatorcontrib><creatorcontrib>Santos, Anésia A</creatorcontrib><creatorcontrib>Rocha, Márcio S</creatorcontrib><creatorcontrib>Martins, Marcelo L</creatorcontrib><title>Normal and tumoral melanocytes exhibit q-Gaussian random search patterns</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>In multicellular organisms, cell motility is central in all morphogenetic processes, tissue maintenance, wound healing and immune surveillance. Hence, failures in its regulation potentiates numerous diseases. Here, cell migration assays on plastic 2D surfaces were performed using normal (Melan A) and tumoral (B16F10) murine melanocytes in random motility conditions. The trajectories of the centroids of the cell perimeters were tracked through time-lapse microscopy. The statistics of these trajectories was analyzed by building velocity and turn angle distributions, as well as velocity autocorrelations and the scaling of mean-squared displacements. We find that these cells exhibit a crossover from a normal to a super-diffusive motion without angular persistence at long time scales. Moreover, these melanocytes move with non-Gaussian velocity distributions. This major finding indicates that amongst those animal cells supposedly migrating through Lévy walks, some of them can instead perform q-Gaussian walks. Furthermore, our results reveal that B16F10 cells infected by mycoplasmas exhibit essentially the same diffusivity than their healthy counterparts. Finally, a q-Gaussian random walk model was proposed to account for these melanocytic migratory traits. Simulations based on this model correctly describe the crossover to super-diffusivity in the cell migration tracks.</description><subject>Animals</subject><subject>Apoptosis</subject><subject>Biology and Life Sciences</subject><subject>Cell adhesion & migration</subject><subject>Cell migration</subject><subject>Cell Movement</subject><subject>Centroids</subject><subject>Chemokines</subject><subject>Computer simulation</subject><subject>Diffusivity</subject><subject>Immunosurveillance</subject><subject>Infections</subject><subject>Lymphocytes</subject><subject>Medicine and Health Sciences</subject><subject>Melanocytes</subject><subject>Melanocytes - cytology</subject><subject>Melanocytes - pathology</subject><subject>Melanoma, Experimental - complications</subject><subject>Melanoma, Experimental - microbiology</subject><subject>Melanoma, Experimental - pathology</subject><subject>Mice</subject><subject>Microscopy</subject><subject>Models, Biological</subject><subject>Motility</subject><subject>Mycoplasma Infections - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>da Silva, Priscila C A</au><au>Rosembach, Tiago V</au><au>Santos, Anésia A</au><au>Rocha, Márcio S</au><au>Martins, Marcelo L</au><au>Frischknecht, Friedrich</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Normal and tumoral melanocytes exhibit q-Gaussian random search patterns</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2014-09-09</date><risdate>2014</risdate><volume>9</volume><issue>9</issue><spage>e104253</spage><epage>e104253</epage><pages>e104253-e104253</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>In multicellular organisms, cell motility is central in all morphogenetic processes, tissue maintenance, wound healing and immune surveillance. Hence, failures in its regulation potentiates numerous diseases. Here, cell migration assays on plastic 2D surfaces were performed using normal (Melan A) and tumoral (B16F10) murine melanocytes in random motility conditions. The trajectories of the centroids of the cell perimeters were tracked through time-lapse microscopy. The statistics of these trajectories was analyzed by building velocity and turn angle distributions, as well as velocity autocorrelations and the scaling of mean-squared displacements. We find that these cells exhibit a crossover from a normal to a super-diffusive motion without angular persistence at long time scales. Moreover, these melanocytes move with non-Gaussian velocity distributions. This major finding indicates that amongst those animal cells supposedly migrating through Lévy walks, some of them can instead perform q-Gaussian walks. Furthermore, our results reveal that B16F10 cells infected by mycoplasmas exhibit essentially the same diffusivity than their healthy counterparts. Finally, a q-Gaussian random walk model was proposed to account for these melanocytic migratory traits. Simulations based on this model correctly describe the crossover to super-diffusivity in the cell migration tracks.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>25203532</pmid><doi>10.1371/journal.pone.0104253</doi><oa>free_for_read</oa></addata></record> |
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subjects | Animals Apoptosis Biology and Life Sciences Cell adhesion & migration Cell migration Cell Movement Centroids Chemokines Computer simulation Diffusivity Immunosurveillance Infections Lymphocytes Medicine and Health Sciences Melanocytes Melanocytes - cytology Melanocytes - pathology Melanoma, Experimental - complications Melanoma, Experimental - microbiology Melanoma, Experimental - pathology Mice Microscopy Models, Biological Motility Mycoplasma Infections - complications Neoplasm Invasiveness Normal Distribution Physical Sciences Plastics Random walk Scaling Success Time series Trajectory analysis Velocity Wound healing |
title | Normal and tumoral melanocytes exhibit q-Gaussian random search patterns |
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