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Rule-based modelling provides an extendable framework for comparing candidate mechanisms underpinning clathrin polymerisation
Polymerisation of clathrin is a key process that underlies clathrin-mediated endocytosis. Clathrin-coated vesicles are responsible for cell internalization of external substances required for normal homeostasis and life –sustaining activity. There are several hypotheses describing formation of close...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5884807/ https://www.ncbi.nlm.nih.gov/pubmed/29618727 http://dx.doi.org/10.1038/s41598-018-23829-x |
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author | Sorokin, Anatoly Heil, Katharina F. Armstrong, J. Douglas Sorokina, Oksana |
author_facet | Sorokin, Anatoly Heil, Katharina F. Armstrong, J. Douglas Sorokina, Oksana |
author_sort | Sorokin, Anatoly |
collection | PubMed |
description | Polymerisation of clathrin is a key process that underlies clathrin-mediated endocytosis. Clathrin-coated vesicles are responsible for cell internalization of external substances required for normal homeostasis and life –sustaining activity. There are several hypotheses describing formation of closed clathrin structures. According to one of the proposed mechanisms cage formation may start from a flat lattice buildup on the cellular membrane, which is later transformed into a curved structure. Creation of the curved surface requires rearrangement of the lattice, induced by additional molecular mechanisms. Different potential mechanisms require a modeling framework that can be easily modified to compare between them. We created an extendable rule-based model that describes polymerisation of clathrin molecules and various scenarios of cage formation. Using Global Sensitivity Analysis (GSA) we obtained parameter sets describing clathrin pentagon closure and the emergence/production and closure of large-size clathrin cages/vesicles. We were able to demonstrate that the model can reproduce budding of the clathrin cage from an initial flat array. |
format | Online Article Text |
id | pubmed-5884807 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-58848072018-04-09 Rule-based modelling provides an extendable framework for comparing candidate mechanisms underpinning clathrin polymerisation Sorokin, Anatoly Heil, Katharina F. Armstrong, J. Douglas Sorokina, Oksana Sci Rep Article Polymerisation of clathrin is a key process that underlies clathrin-mediated endocytosis. Clathrin-coated vesicles are responsible for cell internalization of external substances required for normal homeostasis and life –sustaining activity. There are several hypotheses describing formation of closed clathrin structures. According to one of the proposed mechanisms cage formation may start from a flat lattice buildup on the cellular membrane, which is later transformed into a curved structure. Creation of the curved surface requires rearrangement of the lattice, induced by additional molecular mechanisms. Different potential mechanisms require a modeling framework that can be easily modified to compare between them. We created an extendable rule-based model that describes polymerisation of clathrin molecules and various scenarios of cage formation. Using Global Sensitivity Analysis (GSA) we obtained parameter sets describing clathrin pentagon closure and the emergence/production and closure of large-size clathrin cages/vesicles. We were able to demonstrate that the model can reproduce budding of the clathrin cage from an initial flat array. Nature Publishing Group UK 2018-04-04 /pmc/articles/PMC5884807/ /pubmed/29618727 http://dx.doi.org/10.1038/s41598-018-23829-x Text en © The Author(s) 2018 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 Sorokin, Anatoly Heil, Katharina F. Armstrong, J. Douglas Sorokina, Oksana Rule-based modelling provides an extendable framework for comparing candidate mechanisms underpinning clathrin polymerisation |
title | Rule-based modelling provides an extendable framework for comparing candidate mechanisms underpinning clathrin polymerisation |
title_full | Rule-based modelling provides an extendable framework for comparing candidate mechanisms underpinning clathrin polymerisation |
title_fullStr | Rule-based modelling provides an extendable framework for comparing candidate mechanisms underpinning clathrin polymerisation |
title_full_unstemmed | Rule-based modelling provides an extendable framework for comparing candidate mechanisms underpinning clathrin polymerisation |
title_short | Rule-based modelling provides an extendable framework for comparing candidate mechanisms underpinning clathrin polymerisation |
title_sort | rule-based modelling provides an extendable framework for comparing candidate mechanisms underpinning clathrin polymerisation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5884807/ https://www.ncbi.nlm.nih.gov/pubmed/29618727 http://dx.doi.org/10.1038/s41598-018-23829-x |
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