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Describing the movement of molecules in reduced-dimension models
When addressing spatial biological questions using mathematical models, symmetries within the system are often exploited to simplify the problem by reducing its physical dimension. In a reduced-dimension model molecular movement is restricted to the reduced dimension, changing the nature of molecula...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8184792/ https://www.ncbi.nlm.nih.gov/pubmed/34099856 http://dx.doi.org/10.1038/s42003-021-02200-3 |
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author | Savage, Natasha S. |
author_facet | Savage, Natasha S. |
author_sort | Savage, Natasha S. |
collection | PubMed |
description | When addressing spatial biological questions using mathematical models, symmetries within the system are often exploited to simplify the problem by reducing its physical dimension. In a reduced-dimension model molecular movement is restricted to the reduced dimension, changing the nature of molecular movement. This change in molecular movement can lead to quantitatively and even qualitatively different results in the full and reduced systems. Within this manuscript we discuss the condition under which restricted molecular movement in reduced-dimension models accurately approximates molecular movement in the full system. For those systems which do not satisfy the condition, we present a general method for approximating unrestricted molecular movement in reduced-dimension models. We will derive a mathematically robust, finite difference method for solving the 2D diffusion equation within a 1D reduced-dimension model. The methods described here can be used to improve the accuracy of many reduced-dimension models while retaining benefits of system simplification. |
format | Online Article Text |
id | pubmed-8184792 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81847922021-06-09 Describing the movement of molecules in reduced-dimension models Savage, Natasha S. Commun Biol Article When addressing spatial biological questions using mathematical models, symmetries within the system are often exploited to simplify the problem by reducing its physical dimension. In a reduced-dimension model molecular movement is restricted to the reduced dimension, changing the nature of molecular movement. This change in molecular movement can lead to quantitatively and even qualitatively different results in the full and reduced systems. Within this manuscript we discuss the condition under which restricted molecular movement in reduced-dimension models accurately approximates molecular movement in the full system. For those systems which do not satisfy the condition, we present a general method for approximating unrestricted molecular movement in reduced-dimension models. We will derive a mathematically robust, finite difference method for solving the 2D diffusion equation within a 1D reduced-dimension model. The methods described here can be used to improve the accuracy of many reduced-dimension models while retaining benefits of system simplification. Nature Publishing Group UK 2021-06-07 /pmc/articles/PMC8184792/ /pubmed/34099856 http://dx.doi.org/10.1038/s42003-021-02200-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Savage, Natasha S. Describing the movement of molecules in reduced-dimension models |
title | Describing the movement of molecules in reduced-dimension models |
title_full | Describing the movement of molecules in reduced-dimension models |
title_fullStr | Describing the movement of molecules in reduced-dimension models |
title_full_unstemmed | Describing the movement of molecules in reduced-dimension models |
title_short | Describing the movement of molecules in reduced-dimension models |
title_sort | describing the movement of molecules in reduced-dimension models |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8184792/ https://www.ncbi.nlm.nih.gov/pubmed/34099856 http://dx.doi.org/10.1038/s42003-021-02200-3 |
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