Refining cryo-EM maps using classical and quantum-mechanical density calculations

We present a novel approach to refining cryo-electron microscopy (cryo-EM) maps using quantum mechanical (QM) density calculations. Our method integrates QM-derived electronic densities into cryo-EM maps through a grid- based fitting procedure. This QM-based refinement was applied to the type III-Dv CRISPR system, a powerful effector complex that targets RNA, revealing the coordination of metal ions at the active site. Our approach identified critical interactions involving Mg2+ ions, which are essential for catalytic activity across the three distinct RNA cleavage sites. These findings offer a detailed understanding of the catalytic mechanism, particularly the role of metal ions in stabilizing the scissile phosphate and promoting nucleophilic attack. This work demonstrates the potential of quantum mechanical methods in cryo-EM map refinement, which are not limited to metal binding but can be extended to ligand/drug binding and to the refinement of poorly solved regions.

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Publication Details

Journal
Structural Dynamics
Published
2025-09-01
DOI
https://doi.org/10.1063/4.0001058
Primary Topic
Migration and Exile Studies
Type
article
Field-Weighted Citation Impact
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article

Refining cryo-EM maps using classical and quantum-mechanical density calculations

Structural Dynamics
Migration and Exile Studies
article

Refining cryo-EM maps using classical and quantum-mechanical density calculations

article en

Abstract

We present a novel approach to refining cryo-electron microscopy (cryo-EM) maps using quantum mechanical (QM) density calculations. Our method integrates QM-derived electronic densities into cryo-EM maps through a grid- based fitting procedure. This QM-based refinement was applied to the type III-Dv CRISPR system, a powerful effector complex that targets RNA, revealing the coordination of metal ions at the active site. Our approach identified critical interactions involving Mg2+ ions, which are essential for catalytic activity across the three distinct RNA cleavage sites. These findings offer a detailed understanding of the catalytic mechanism, particularly the role of metal ions in stabilizing the scissile phosphate and promoting nucleophilic attack. This work demonstrates the potential of quantum mechanical methods in cryo-EM map refinement, which are not limited to metal binding but can be extended to ligand/drug binding and to the refinement of poorly solved regions.

Structural DynamicsVol. 12(5_Supplement)
University of California, Riverside (US)
Openalex Percentile: Top 35%
Migration and Exile Studies
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