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EMBuilder: A Template Matching-based Automatic Model-building Program for High-resolution Cryo-Electron Microscopy Maps

机译:嵌入式:用于高分辨率冷冻电子显微镜地图的基于模板匹配的自动模型建设程序

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摘要

Abstract The resolution of electron-potential maps in single-particle cryo-electron microscopy (cryoEM) is approaching atomic or near- atomic resolution. However, no program currently exists for de novo cryoEM model building at resolutions exceeding beyond 3.5 Å. Here, we present a program, EMBuilder, based on template matching, to generate cryoEM models at high resolution. The program identifies features in both secondary-structure and Cα stages. In the secondary structure stage, helices and strands are identified with pre-computed templates, and the voxel size of the entire map is then refined to account for microscopic magnification errors. The identified secondary structures are then extended from both ends in the Cα stage via a log-likelihood (LLK) target function, and if possible, the side chains are also assigned. This program can build models of large proteins (~1 MDa) in a reasonable amount of time (~1 day) and thus has the potential to greatly decrease the manual workload required for model building of high-resolution cryoEM maps.
机译:摘要单粒子冷冻电子显微镜(Cryoem)中的电子电势图的分辨率接近原子或近原子分辨率。但是,目前没有计划在超出超过3.5的决议的De Novo Cryoem模型建筑物中存在。在这里,我们介绍了一个程序,嵌入式基于模板匹配,以高分辨率生成Cryoem模型。该程序识别二级结构和Cα阶段的特征。在二级结构阶段,用预先计算的模板识别螺旋和股线,然后将整个地图的体素大小改进以解释微观放大误差。然后通过日志似然(LLK)目标函数从Cα级中的两端扩展所识别的二次结构,并且如果可能,也会分配侧链。该程序可以在合理的时间内建立大蛋白质(〜1 MDA)的模型(〜1天),因此有可能大大降低高分辨率Cryoem地图模型建设所需的手动工作量。

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