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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...

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Autores principales: Adler, Jeremy, Sintorn, Ida-Maria, Strand, Robin, Parmryd, Ingela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
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.
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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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