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Single particle analysis cryo-electron microscopy (EM) and molecular dynamics (MD) have been complimentary methods since cryo-EM was first applied to the field of structural biology. The relationship started by biasing structural models to fit low-resolution cryo-EM maps of large macromolecular complexes not amenable to crystallization. The connection between cryo-EM and MD evolved as cryo-EM maps improved in resolution, allowing advanced sampling algorithms to simultaneously refine backbone and sidechains. Moving beyond a single static snapshot, modern inferencing approaches integrate cryo-EM and MD to generate structural ensembles from cryo-EM map data or directly from the particle images themselves. We summarize the recent history of MD innovations in the area of cryo-EM modeling. The merits for the myriad of MD based cryo-EM modeling methods are discussed, as well as, the discoveries that were made possible by the integration of molecular modeling with cryo-EM. Lastly, current challenges and potential opportunities are reviewed.
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http://dx.doi.org/10.1042/BST20210485 | DOI Listing |
Proc Natl Acad Sci U S A
September 2025
Martin A. Fisher School of Physics, Brandeis University, Waltham, MA 02453.
Programmable self-assembly has recently enabled the creation of complex structures through precise control of the interparticle interactions and the particle geometries. Targeting ever more structurally complex, dynamic, and functional assemblies necessitates going beyond the design of the structure itself, to the measurement and control of the local flexibility of the intersubunit connections and its impact on the collective mechanics of the entire assembly. In this study, we demonstrate a method to infer the mechanical properties of multisubunit assemblies using cryogenic electron microscopy (cryo-EM) and RELION's multi-body refinement.
View Article and Find Full Text PDFmBio
September 2025
Department of Biology, Laboratory of Molecular Cell Biology, KU Leuven, Leuven, Flanders, Belgium.
Echinocandins, which target the fungal β-1,3-glucan synthase (Fks), are essential for treating invasive fungal infections, yet resistance is increasingly reported. While resistance typically arises through mutations in Fks hotspots, emerging evidence suggests a contributing role of changes in membrane sterol composition due to mutations. Here, we present a clinical case of () in which combined mutations in and , but not alone, appear to confer echinocandin resistance.
View Article and Find Full Text PDFActa Crystallogr D Struct Biol
October 2025
Centro Nacional de Biotecnologia-CSIC, Calle Darwin 3, 28049 Cantoblanco, Madrid, Spain.
Heterogeneity in cryoEM is essential for capturing the structural variability of macromolecules, reflecting their functional states and biological significance. However, estimating heterogeneity remains challenging due to particle misclassification and algorithmic biases, which can lead to reconstructions that blend distinct conformations or fail to resolve subtle differences. Furthermore, the low signal-to-noise ratio inherent in cryo-EM data makes it nearly impossible to detect minute structural changes, as noise often obscures subtle variations in macromolecular projections.
View Article and Find Full Text PDFEMBO J
September 2025
Department of Surgery & Cancer, Imperial, London, UK.
CDK7 has emerged as a cancer target because of its pivotal roles in cell cycle progression and transcription. Several CDK7 inhibitors (CDK7i) are now in clinical evaluation. Identifying patients most likely to respond to treatment and early detection of tumour evolution towards resistance are necessary for optimal implementation of cancer therapies.
View Article and Find Full Text PDFEur J Pharmacol
September 2025
Departamento de Química and Institute for advanced research in chemical Science (IAdChem), Facultad de Ciencias, Módulo 13, Universidad Autónoma de Madrid, 28049 Madrid, Spain.
The Skp2-Cks1 protein-protein interaction (PPI) within the SCF ubiquitin ligase acts as a co-receptor for phosphorylated CDK inhibitors-most prominently p27-relieving CDK inhibition and advancing the cell cycle, a dependency accentuated in RB-pathway-defective cancers. Crystallographic and cryo-EM analyses delineate a composite pocket formed by the Skp2 leucine-rich-repeat groove and the phosphate-recognition site of Cks1; Cks1-centered open-closed motions further influence druggability. Using HTRF/TR-FRET and AlphaScreen biochemistry, alongside cell-based target-engagement readouts in some studies, three small-molecule classes have emerged that disrupt this PPI: 1,3-diphenyl-pyrazines and triazolo[1,5-a]pyrimidines (lead E35) with low-micromolar potency, and "Skp2E3LI" compounds with micromolar cellular activity.
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