Small-angle X-ray scattering profile calculation for high-resolution models of biomacromolecules.

IF 2.8 3区 材料科学 Q1 Biochemistry, Genetics and Molecular Biology
Journal of Applied Crystallography Pub Date : 2025-07-16 eCollection Date: 2025-08-01 DOI:10.1107/S160057672500562X
Kristian Lytje, Jan Skov Pedersen
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引用次数: 0

Abstract

We introduce a new approach to calculating small-angle X-ray scattering (SAXS) profiles from high-resolution atomic structures, which is realized in the open-source software AUSAXS. We employ an efficient implementation of the Debye equation, incorporating both accurate excluded volume models and a novel hydration shell model based on explicit dummy atoms. Two new excluded volume models are presented: (i) a simple, heterogeneous equivalent atom model, and (ii) a grid-based model. The two approaches reduce the risk of overfitting by either eliminating fitting parameters or introducing a safer volume scaling method. These models are compared with the traditional Gaussian sphere method, which is widely used in existing software. The comparisons reveal significant shortcomings in previously accepted methods, suggesting they may be more prone to overfitting than previously thought. This underscores the importance of a well tested and openly accessible baseline implementation like AUSAXS. AUSAXS is freely available at https://github.com/AUSAXS/AUSAXS.

高分辨率生物大分子模型的小角度x射线散射剖面计算。
本文介绍了一种利用开源软件AUSAXS计算高分辨率原子结构小角x射线散射(SAXS)剖面的新方法。我们采用了Debye方程的有效实现,结合了精确的排除体积模型和基于显式虚拟原子的新型水化壳模型。提出了两种新的排除体积模型:(i)一个简单的,异构的等效原子模型和(ii)一个基于网格的模型。这两种方法通过消除拟合参数或引入更安全的体积缩放方法来降低过拟合的风险。将这些模型与现有软件中广泛使用的传统高斯球法进行了比较。这些比较揭示了以前接受的方法的重大缺陷,表明它们可能比以前认为的更容易过度拟合。这强调了像AUSAXS这样经过良好测试且可公开访问的基线实现的重要性。AUSAXS可在https://github.com/AUSAXS/AUSAXS免费获得。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
10.00
自引率
3.30%
发文量
178
审稿时长
4.7 months
期刊介绍: Many research topics in condensed matter research, materials science and the life sciences make use of crystallographic methods to study crystalline and non-crystalline matter with neutrons, X-rays and electrons. Articles published in the Journal of Applied Crystallography focus on these methods and their use in identifying structural and diffusion-controlled phase transformations, structure-property relationships, structural changes of defects, interfaces and surfaces, etc. Developments of instrumentation and crystallographic apparatus, theory and interpretation, numerical analysis and other related subjects are also covered. The journal is the primary place where crystallographic computer program information is published.
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