Suppr超能文献

生物大分子高分辨率模型的小角X射线散射轮廓计算

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

作者信息

Lytje Kristian, Pedersen Jan Skov

机构信息

Department of Chemistry and Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Denmark.

出版信息

J Appl Crystallogr. 2025 Jul 16;58(Pt 4):1332-1346. doi: 10.1107/S160057672500562X. eCollection 2025 Aug 1.

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 . 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 . is freely available at https://github.com/AUSAXS/AUSAXS.

摘要

我们介绍了一种从高分辨率原子结构计算小角X射线散射(SAXS)轮廓的新方法,该方法在开源软件中得以实现。我们采用了德拜方程的高效实现方式,纳入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)一种简单的、非均匀等效原子模型,以及(ii)一种基于网格的模型。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风险。将这些模型与现有软件中广泛使用的传统高斯球方法进行了比较。比较结果揭示了先前公认方法存在的重大缺陷,表明它们可能比之前认为的更容易出现过拟合。这凸显了像这样经过充分测试且公开可用的基线实现的重要性。可在https://github.com/AUSAXS/AUSAXS上免费获取。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验