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

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 <i>AUSAXS</i>. 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 <i>AUSAXS</i>. <i>AUSAXS</i> is freely available at https://github.com/AUSAXS/AUSAXS.

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Publication Details

Journal
Journal of Applied Crystallography
Published
2025-07-12
DOI
https://doi.org/10.1107/s160057672500562x
Citations
3
Primary Topic
Nanoparticle-Based Drug Delivery
Type
article
Field-Weighted Citation Impact
1.79

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article

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

Jan Skov Pedersen, Kristian Lytje
3 citations
Journal of Applied Crystallography
Nanoparticle-Based Drug Delivery
1.79
article

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

Jan Skov Pedersen, Kristian Lytje
article en
3 citations

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 <i>AUSAXS</i>. 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 <i>AUSAXS</i>. <i>AUSAXS</i> is freely available at https://github.com/AUSAXS/AUSAXS.

Journal of Applied CrystallographyVol. 58(4)
Aarhus University (DK)
Danmarks Frie Forskningsfond
Openalex Percentile: Top 15%
Nanoparticle-Based Drug Delivery
1.79
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