SimHS-AFMfit-MD: An Integrative Approach for Inferring Alpha-Actinin Atomic Conformational Dynamics
Many molecular systems, including intrinsically disordered proteins and flexible multidomain complexes, exhibit significant conformational heterogeneity and flexibility, making them difficult to study with conventional methods like X-ray crystallography or cryo-EM. To address this challenge, we introduce SimHS-AFMfit-MD, an integrative framework combining high-speed atomic force microscopy (HS-AFM), molecular dynamics (MD) simulations, and AFMfit-based structural modeling to infer dynamic protein conformations at atomic resolution. Using alpha-actinin, an actin cross-linking protein, as a model system, we demonstrate that nonlinear normal-mode analysis (AFMfit-NMA) enhances the accuracy of structural fitting. Additionally, guiding AFMfit with MD trajectories (AFMfit-MD) significantly improves fitting performance, aligning closely with unbiased all-atom MD simulations. This method converts thousands of 3D HS-AFM images into atomic-scale conformational ensembles, revealing key transitions between Ca<sup>2+</sup>-bound and Ca<sup>2+</sup>-unbound states of alpha-actinin. Our results showcase a hybrid computational-experimental approach that bridges simulation and imaging approaches, enabling real-time visualization of protein dynamics at the atomic scale.
Authors
- Kien Xuan Ngo (ORCID: https://orcid.org/0000-0002-9710-5452)
- Sergei Grudinin (ORCID: https://orcid.org/0000-0002-1903-7220)
- Takashi Sumikama (ORCID: https://orcid.org/0000-0003-3696-5720)
- Han Gia Nguyen (ORCID: https://orcid.org/0000-0001-8974-9365)
- Rémi Vuillemot (ORCID: https://orcid.org/0000-0003-3714-9127)
- Ngan Thi Phuong Le
Institutions
- Kanazawa University (JP)
- Institut polytechnique de Grenoble (FR)
- Centre National de la Recherche Scientifique (FR)
- Kyoto University (JP)
- Life Science Institute (JP)
- Institute for Cultural Inquiry (DE)
- Research Institute for Bioscience and Biotechnology (NP)
- Laboratoire Jean Kuntzmann (FR)
- Université Grenoble Alpes (FR)
Publication Details
- Journal
- Nano Letters
- Published
- 2026-02-25
- DOI
- https://doi.org/10.1021/acs.nanolett.6c00617
- Primary Topic
- Protein Structure and Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 0.00