ArticlePeerJ2018
Molecular dynamics ensemble refinement of the heterogeneous native state of NCBD using chemical shifts and NOEs.
Article in PeerJ, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Other Techniques.Advances in biochemical engineering/biotechnology · 2026Review
- Decoding phospho-regulation and flanking regions in autophagy-associated short linear motifs.Communications biology · 2025Article
- Representing structures of the multiple conformational states of proteins.Current opinion in structural biology · 2023Review
- Nanobody Paratope Ensembles in Solution Characterized by MD Simulations and NMR.International journal of molecular sciences · 2022Article
- The dynamic properties of a nuclear coactivator binding domain are evolutionarily conserved.Communications biology · 2022Article
- Intrinsically disordered proteins: Ensembles at the limits of Anfinsen's dogma.Biophysics reviews · 2022Review
- Unraveling membrane properties at the organelle-level with LipidDyn.Computational and structural biotechnology journal · 2022Article
- Ubiquitin Interacting Motifs: Duality Between Structured and Disordered Motifs.Frontiers in molecular biosciences · 2021Article
- Development of Charge-Augmented Three-Point Water Model (CAIPi3P) for Accurate Simulations of Intrinsically Disordered Proteins.International journal of molecular sciences · 2020Article
- Using NMR Chemical Shifts and Cryo-EM Density Restraints in Iterative Rosetta-MD Protein Structure Refinement.Journal of chemical information and modeling · 2020Article
- Structure and Dynamics in the ATG8 Family From Experimental to Computational Techniques.Frontiers in cell and developmental biology · 2020Review
- The Structural and Functional Diversity of Intrinsically Disordered Regions in Transmembrane Proteins.The Journal of membrane biology · 2019Review
- αα-Hub domains and intrinsically disordered proteins: A decisive combo.The Journal of biological chemistryReview
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5 authors.
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Abstract
Many proteins display complex dynamical properties that are often intimately linked to their biological functions. As the native state of a protein is best described as an ensemble of conformations, it is important to be able to generate models of native state ensembles with high accuracy. Due to limitations in sampling efficiency and force field accuracy it is, however, challenging to obtain accurate ensembles of protein conformations by the use of molecular simulations alone. Here we show that dynamic ensemble refinement, which combines an accurate atomistic force field with commonly available nuclear magnetic resonance (NMR) chemical shifts and NOEs, can provide a detailed and accurate description of the conformational ensemble of the native state of a highly dynamic protein. As both NOEs and chemical shifts are averaged on timescales up to milliseconds, the resulting ensembles reflect the structural heterogeneity that goes beyond that probed, e.g., by NMR relaxation order parameters. We selected the small protein domain NCBD as object of our study since this protein, which has been characterized experimentally in substantial detail, displays a rich and complex dynamical behaviour. In particular, the protein has been described as having a molten-globule like structure, but with a relatively rigid core. Our approach allowed us to describe the conformational dynamics of NCBD in solution, and to probe the structural heterogeneity resulting from both short- and long-timescale dynamics by the calculation of order parameters on different time scales. These results illustrate the usefulness of our approach since they show that NCBD is rather rigid on the nanosecond timescale, but interconverts within a broader ensemble on longer timescales, thus enabling the derivation of a coherent set of conclusions from various NMR experiments on this protein, which could otherwise appear in contradiction with each other.
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