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SCT: a suite of programs for comparing atomistic models with small-angle scattering data

机译:SCT:一套用于比较原子模型与小角度散射数据的程序

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Small-angle X-ray and neutron scattering techniques characterize proteins in solution and complement high-resolution structural studies. They are of particular utility when large proteins cannot be crystallized or when the structure is altered by solution conditions. Atomistic models of the averaged structure can be generated through constrained modelling, a technique in which known domain or subunit structures are combined with linker models to produce candidate global conformations. By randomizing the configuration adopted by the different elements of the model, thousands of candidate structures are produced. Next, theoretical scattering curves are generated for each model for trial-and-error fits to the experimental data. From these, a small family of best-fit models is identified. In order to facilitate both the computation of theoretical scattering curves from atomistic models and their comparison with experiment, the SCT suite of tools was developed. SCT also includes programs that provide sequence-based estimates of protein volume (either incorporating hydration or not) and add a hydration layer to models for X-ray scattering modelling. The original SCT software, written in Fortran, resulted in the first atomistic scattering structures to be deposited in the Protein Data Bank, and 77 structures for antibodies, complement proteins and anionic oligosaccharides were determined between 1998 and 2014. For the first time, this software is publicly available, alongside an easier-to-use reimplementation of the same algorithms in Python. Both versions of SCT have been released as open-source software under the Apache 2 license and are available for download from https://github.com/dww100/sct.
机译:小角度X射线和中子散射技术可表征溶液中的​​蛋白质并补充高分辨率的结构研究。当大分子蛋白质无法结晶或溶液条件改变结构时,它们特别有用。可以通过约束建模生成平均结构的原子模型,该技术是将已知域或亚基结构与链接器模型组合以产生候选全局构象的技术。通过随机化模型的不同元素采用的配置,可以生成数千个候选结构。接下来,为每个模型生成理论散射曲线,以对实验数据进行反复试验。从这些中,识别出一小部分最佳拟合模型。为了方便从原子模型计算理论散射曲线并将其与实验进行比较,开发了SCT工具套件。 SCT还包括一些程序,这些程序可以提供基于序列的蛋白质体积估算值(是否包含水合),并为X射线散射建模的模型添加水合层。用Fortran编写的原始SCT软件导致第一个原子散射结构沉积在蛋白质数据库中,并在1998年至2014年之间确定了77种抗体,补体蛋白和阴离子寡糖结构。可以公开获得,同时可以更轻松地重新实现Python中的相同算法。两种版本的SCT均已根据Apache 2许可作为开源软件发布,可以从https://github.com/dww100/sct下载。

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