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A fragment based method for modeling of protein segments into cryo-EM density maps

机译:基于片段的将蛋白质片段建模为冷冻EM密度图的方法

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Single-particle analysis of electron cryo-microscopy (cryo-EM) is a key technology for elucidation of macromolecular structures. Recent technical advances in hardware and software developments significantly enhanced the resolution of cryo-EM density maps and broadened the applicability and the circle of users. To facilitate modeling of macromolecules into cryo-EM density maps, fast and easy to use methods for modeling are now demanded. Here we investigated and benchmarked the suitability of a classical and well established fragment-based approach for modeling of segments into cryo-EM density maps (termed FragFit). FragFit uses a hierarchical strategy to select fragments from a pre-calculated set of billions of fragments derived from structures deposited in the Protein Data Bank, based on sequence similarly, fit of stem atoms and fit to a cryo-EM density map. The user only has to specify the sequence of the segment and the number of the N- and C-terminal stem-residues in the protein. Using a representative data set of protein structures, we show that protein segments can be accurately modeled into cryo-EM density maps of different resolution by FragFit. Prediction quality depends on segment length, the type of secondary structure of the segment and local quality of the map. Fast and automated calculation of FragFit renders it applicable for implementation of interactive web-applications e.g. to model missing segments, flexible protein parts or hinge-regions into cryo-EM density maps.
机译:电子冷冻显微镜(cryo-EM)的单颗粒分析是阐明大分子结构的关键技术。硬件和软件开发方面的最新技术进步显着提高了冷冻EM密度图的分辨率,并扩大了适用性和用户范围。为了促进将大分子建模为冷冻EM密度图,现在需要快速且易于使用的建模方法。在这里,我们研究并确定了基于片段的经典且成熟的方法的适用性,该方法用于将片段建模为冷冻EM密度图(称为FragFit)。 FragFit使用分级策略从预先计算的数十亿个片段集合中选择片段,这些片段源自蛋白质数据库中沉积的结构,基于相似的序列,茎原子的拟合以及对冷冻电磁密度图的拟合。用户仅需指定蛋白质片段的序列以及N和C末端茎残基的数量即可。使用蛋白质结构的代表性数据集,我们显示可以通过FragFit将蛋白质片段准确地建模为不同分辨率的冷冻EM密度图。预测质量取决于路段长度,路段二级结构的类型和地图的局部质量。 FragFit的快速和自动计算使其适用于交互式Web应用程序的实现,例如以将缺失的片段,柔性蛋白质部分或铰链区域建模为冷冻EM密度图。

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