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Article

Comparison of Predicted X-Ray Fiber Diffraction Patterns from All-Atom and Coarse-Grained Actin Filament Models Under Nonuniform Strain

by
Momcilo Prodanovic
1,2,
Andjela Kafedziski
1,3,
Thomas C. Irving
4,* and
Srboljub M. Mijailovich
1,*
1
FilamenTech Inc., Newton, MA 02458, USA
2
Institute for Information Technologies, University of Kragujevac, 34000 Kragujevac, Serbia
3
Faculty of Physics, University of Belgrade, 11000 Belgrade, Serbia
4
Biology Department, Illinois Institute of Technology, Chicago, IL 60616, USA
*
Authors to whom correspondence should be addressed.
Int. J. Mol. Sci. 2026, 27(1), 280; https://doi.org/10.3390/ijms27010280 (registering DOI)
Submission received: 1 November 2025 / Revised: 13 December 2025 / Accepted: 18 December 2025 / Published: 26 December 2025

Abstract

Small-angle X-ray fiber diffraction has informed much of what we know regarding the molecular events during muscle contraction but robust tools for predicting X-ray fiber patterns from muscle have been lacking. A complication in formulating such tools is the dynamic, stochastic nature of the sarcomere structures during contraction where individual myofilaments undergo deformations due to nonuniform strain generated by the myosin crossbridges. Here, we address this need with a “forward problem” approach using a spatially explicit model (MUSICO) to predict the molecular configurations responsible for the observed muscle force and use these configurations to predict the diffraction patterns that can be compared to experiments. We combine this with a newly developed, rigorous formulation, presented here, for the calculation of 2D diffraction patterns from actin filaments under nonuniform strain. We compare all-atom predictions to coarse-grained simulations to show how much information is lost by coarse-graining, and discuss the results in the context of diffraction patterns currently obtainable experimentally. We show that most low-resolution coarse-grained models in the literature suffice for prediction of meridional peak shapes for the purposes of estimating force distributions in the actin filaments, but accurate prediction of layer line intensities require much higher resolution models, including the all-atom models as presented here. These developments represent an important step towards our long-term goal of using molecular simulations to interpret X-ray fiber diffraction patterns from striated muscle during active contraction.
Keywords: X-ray fiber diffraction pattern predictions; actin filaments; all-atom simulations; coarse-grained simulations; spatially explicit model; nonuniformly strained helical structures; MUSICO X-ray fiber diffraction pattern predictions; actin filaments; all-atom simulations; coarse-grained simulations; spatially explicit model; nonuniformly strained helical structures; MUSICO
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MDPI and ACS Style

Prodanovic, M.; Kafedziski, A.; Irving, T.C.; Mijailovich, S.M. Comparison of Predicted X-Ray Fiber Diffraction Patterns from All-Atom and Coarse-Grained Actin Filament Models Under Nonuniform Strain. Int. J. Mol. Sci. 2026, 27, 280. https://doi.org/10.3390/ijms27010280

AMA Style

Prodanovic M, Kafedziski A, Irving TC, Mijailovich SM. Comparison of Predicted X-Ray Fiber Diffraction Patterns from All-Atom and Coarse-Grained Actin Filament Models Under Nonuniform Strain. International Journal of Molecular Sciences. 2026; 27(1):280. https://doi.org/10.3390/ijms27010280

Chicago/Turabian Style

Prodanovic, Momcilo, Andjela Kafedziski, Thomas C. Irving, and Srboljub M. Mijailovich. 2026. "Comparison of Predicted X-Ray Fiber Diffraction Patterns from All-Atom and Coarse-Grained Actin Filament Models Under Nonuniform Strain" International Journal of Molecular Sciences 27, no. 1: 280. https://doi.org/10.3390/ijms27010280

APA Style

Prodanovic, M., Kafedziski, A., Irving, T. C., & Mijailovich, S. M. (2026). Comparison of Predicted X-Ray Fiber Diffraction Patterns from All-Atom and Coarse-Grained Actin Filament Models Under Nonuniform Strain. International Journal of Molecular Sciences, 27(1), 280. https://doi.org/10.3390/ijms27010280

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