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Rule-based modelling provides an extendable framework for comparing candidate mechanisms underpinning clathrin polymerisation

机译:基于规则的建模提供了可扩展的框架用于比较支持网格蛋白聚合的候选机制

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摘要

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.
机译:网格蛋白的聚合是网格蛋白介导的内吞作用的关键过程。包被网格蛋白的囊泡负责正常稳态和维持生命所需的外部物质的细胞内在化。有几种假设描述闭合网格蛋白结构的形成。根据所提出的机制之一,笼形成可以从细胞膜上的平坦晶格积累开始,随后将其转变成弯曲结构。曲面的产生需要由其他分子机制引起的晶格重排。不同的潜在机制需要一个建模框架,可以轻松对其进行修改以在它们之间进行比较。我们创建了一个基于规则的可扩展模型,该模型描述了网格蛋白分子的聚合和笼形成的各种情况。使用全球敏感性分析(GSA),我们获得了描述网格蛋白五边形封闭以及大型网格蛋白笼/囊泡出现/产生和封闭的参数集。我们能够证明该模型可以从最初的平面阵列中再现网格蛋白笼的出芽。

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