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A Workflow for Visualizing Protein Conformational Dynamics from Cryo-EM Maps Using Human Asparagine Synthetase
1Department of Biochemistry, Molecular Biology and Pharmacology, Indiana University School of Medicine; ytakagi@iu.edu.
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This article presents a comprehensive workflow for analyzing conformational heterogeneity in single-particle cryo-electron microscopy (cryo-EM) data using 3D variability analysis (3DVA) in CryoSPARC and variability refinement in Phenix. The protocol describes how to compute variability maps along principal components derived from particle images, visualize principal modes of structural variation, and refine corresponding ensembles of atomic models against individual variability frames. The resulting outputs include a series of 3D variability maps, refined multi-model atomic structures representing discrete conformational states, and visualization files suitable for comparative structural analysis and movie generation. This workflow is broadly applicable to cryo-EM reconstructions in the resolution range (typically ~2.0-6.0 Å) where conformational heterogeneity can be meaningfully interpreted at the backbone and side-chain levels. It is particularly suited for capturing continuous domain motions, hinge-bending movements, and coordinated local rearrangements that are not easily resolved by discrete classification alone. The combined use of variability maps and refined model ensembles enables direct structural comparison of conformational extremes, supports quantitative analyses such as root-mean-square fluctuation (RMSF) calculations, and provides a framework for linking dynamic structural features to biochemical or functional hypotheses. Human asparagine synthetase (ASNS) is used as an example to demonstrate the practical implementation of the workflow.
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