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Conventional analysis of movement on non-flat surfaces like the plasma membrane makes Brownian motion appear anomalous
Cells are neither flat nor smooth, which has serious implications for prevailing plasma membrane models and cellular processes like cell signalling, adhesion and molecular clustering. Using probability distributions from diffusion simulations, we demonstrate that 2D and 3D Euclidean distance measure...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6325064/ https://www.ncbi.nlm.nih.gov/pubmed/30652124 http://dx.doi.org/10.1038/s42003-018-0240-2 |
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author | Adler, Jeremy Sintorn, Ida-Maria Strand, Robin Parmryd, Ingela |
author_facet | Adler, Jeremy Sintorn, Ida-Maria Strand, Robin Parmryd, Ingela |
author_sort | Adler, Jeremy |
collection | PubMed |
description | Cells are neither flat nor smooth, which has serious implications for prevailing plasma membrane models and cellular processes like cell signalling, adhesion and molecular clustering. Using probability distributions from diffusion simulations, we demonstrate that 2D and 3D Euclidean distance measurements substantially underestimate diffusion on non-flat surfaces. Intuitively, the shortest within surface distance (SWSD), the geodesic distance, should reduce this problem. The SWSD is accurate for foldable surfaces but, although it outperforms 2D and 3D Euclidean measurements, it still underestimates movement on deformed surfaces. We demonstrate that the reason behind the underestimation is that topographical features themselves can produce both super- and subdiffusion, i.e. the appearance of anomalous diffusion. Differentiating between topography-induced and genuine anomalous diffusion requires characterising the surface by simulating Brownian motion on high-resolution cell surface images and a comparison with the experimental data. |
format | Online Article Text |
id | pubmed-6325064 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-63250642019-01-16 Conventional analysis of movement on non-flat surfaces like the plasma membrane makes Brownian motion appear anomalous Adler, Jeremy Sintorn, Ida-Maria Strand, Robin Parmryd, Ingela Commun Biol Article Cells are neither flat nor smooth, which has serious implications for prevailing plasma membrane models and cellular processes like cell signalling, adhesion and molecular clustering. Using probability distributions from diffusion simulations, we demonstrate that 2D and 3D Euclidean distance measurements substantially underestimate diffusion on non-flat surfaces. Intuitively, the shortest within surface distance (SWSD), the geodesic distance, should reduce this problem. The SWSD is accurate for foldable surfaces but, although it outperforms 2D and 3D Euclidean measurements, it still underestimates movement on deformed surfaces. We demonstrate that the reason behind the underestimation is that topographical features themselves can produce both super- and subdiffusion, i.e. the appearance of anomalous diffusion. Differentiating between topography-induced and genuine anomalous diffusion requires characterising the surface by simulating Brownian motion on high-resolution cell surface images and a comparison with the experimental data. Nature Publishing Group UK 2019-01-08 /pmc/articles/PMC6325064/ /pubmed/30652124 http://dx.doi.org/10.1038/s42003-018-0240-2 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Adler, Jeremy Sintorn, Ida-Maria Strand, Robin Parmryd, Ingela Conventional analysis of movement on non-flat surfaces like the plasma membrane makes Brownian motion appear anomalous |
title | Conventional analysis of movement on non-flat surfaces like the plasma membrane makes Brownian motion appear anomalous |
title_full | Conventional analysis of movement on non-flat surfaces like the plasma membrane makes Brownian motion appear anomalous |
title_fullStr | Conventional analysis of movement on non-flat surfaces like the plasma membrane makes Brownian motion appear anomalous |
title_full_unstemmed | Conventional analysis of movement on non-flat surfaces like the plasma membrane makes Brownian motion appear anomalous |
title_short | Conventional analysis of movement on non-flat surfaces like the plasma membrane makes Brownian motion appear anomalous |
title_sort | conventional analysis of movement on non-flat surfaces like the plasma membrane makes brownian motion appear anomalous |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6325064/ https://www.ncbi.nlm.nih.gov/pubmed/30652124 http://dx.doi.org/10.1038/s42003-018-0240-2 |
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