Accurate Protein Dynamic Conformational Ensembles: Combining AlphaFold, MD, and Amide 15N(1H) NMR Relaxation

Conformational heterogeneity is essential for protein function, yet validating theoretical molecular dynamics (MD) ensembles remains a significant challenge. In this study, we present an approach that integrates free MD simulations, starting from an AlphaFold-generated structure, with refined experimental NMR-relaxation data to identify biologically relevant holistic time-resolved 4D conformational ensembles. Specifically, we select trajectory segments (RMSD plateaus) consistent with experimental observables. For the extracellular region of <i>Streptococcus pneumoniae</i> PsrSp, we found that only specific segments of the long MD trajectory aligned well with experimental data. The resulting ensembles revealed two regions with increased flexibility, both of which play important functional roles.

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Publication Details

Journal
International Journal of Molecular Sciences
Published
2025-09-12
DOI
https://doi.org/10.3390/ijms26188917
Citations
4
Primary Topic
Protein Structure and Dynamics
Type
article
Field-Weighted Citation Impact
3.22

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article

Accurate Protein Dynamic Conformational Ensembles: Combining AlphaFold, MD, and Amide 15N(1H) NMR Relaxation

Vladislav Orekhov, Tatiana Agback, Adnane Achour, Benedetta Maria Sala et al.
4 citations
International Journal of Molecular Sciences
Protein Structure and Dynamics
3.22
article

Accurate Protein Dynamic Conformational Ensembles: Combining AlphaFold, MD, and Amide 15N(1H) NMR Relaxation

Vladislav Orekhov, Tatiana Agback, Adnane Achour, Benedetta Maria Sala, Tatyana Sandalova, Dmitry Lesovoy, Peter Agback, Konstantin Roshchin
article en
4 citations

Abstract

Conformational heterogeneity is essential for protein function, yet validating theoretical molecular dynamics (MD) ensembles remains a significant challenge. In this study, we present an approach that integrates free MD simulations, starting from an AlphaFold-generated structure, with refined experimental NMR-relaxation data to identify biologically relevant holistic time-resolved 4D conformational ensembles. Specifically, we select trajectory segments (RMSD plateaus) consistent with experimental observables. For the extracellular region of <i>Streptococcus pneumoniae</i> PsrSp, we found that only specific segments of the long MD trajectory aligned well with experimental data. The resulting ensembles revealed two regions with increased flexibility, both of which play important functional roles.

International Journal of Molecular SciencesVol. 26(18)
Karolinska University Hospital (SE), Science for Life Laboratory (SE), Swedish University of Agricultural Sciences (SE), Institute of Bioorganic Chemistry (RU), University of Gothenburg (SE)
Stiftelsen för Strategisk Forskning, Cancerfonden, Vetenskapsrådet, Russian Science Foundation
Openalex Percentile: Top 8%
Protein Structure and Dynamics
3.22
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Accurate Protein Dynamic Conformational Ensembles: Combining AlphaFold, MD, and Amide 15N(1H) NMR Relaxation — Vladislav Orekhov, Tatiana Agback, et al. · International Journal of Molecular Sciences (2025) | TGRS Research Map | TGRS