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Putting the Pieces Together: Integrative Modeling Platform Software for Structure Determination of Macromolecular Assemblies

机译:放在一起:用于大分子组装的结构确定的集成建模平台软件

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Building models of a biological system that are consistent with the myriad data available is one of the key challenges in biology. Modeling the structure and dynamics of macromolecular assemblies, for example, can give insights into how biological systems work, evolved, might be controlled, and even designed. Modeling can also suggest future experiments. Unfortunately, current publishing norms make it hard to build on published models, because such models are often not available in usable form and because it is hard to publish refinements of others' models. Here, we present steps towards a future in which a scientist can read a paper, download a script, add new data, and see how the new data improve the published model. Integrative structure modeling casts the building of structural models as a computational optimization problem, for which information about the assembly is encoded into a scoring function that evaluates candidate models. We describe our software suite, Integrated Modeling Platform, and invite members of the scientific community to use it, improve on it, and apply it to their own scientific problems of interest.
机译:建立与大量可用数据一致的生物系统模型是生物学的主要挑战之一。例如,对大分子装配体的结构和动力学进行建模可以深入了解生物系统如何工作,进化,可以控制甚至设计。建模还可以建议将来进行实验。不幸的是,当前的发布规范使得很难以已发布的模型为基础,因为这些模型通常无法以可用形式使用,并且因为很难发布其他模型的改进。在这里,我们提出了迈向未来的步骤,科学家可以在其中阅读论文,下载脚本,添加新数据,以及查看新数据如何改善已发布的模型。集成结构建模将结构模型的构建视为计算优化问题,为此,有关装配的信息被编码为评估候选模型的评分函数。我们描述了我们的软件套件“集成建模平台”,并邀请科学界的成员使用它,对其进行改进并将其应用于自己感兴趣的科学问题。

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