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An Efficient Null Model for Conformational Fluctuations in Proteins

Authors: Harder, Tim; Borg, Mikael; Bottaro, Sandro; Boomsma, Wouter; Olsson, Simon; Ferkinghoff-Borg, Jesper; Hamelryck, Thomas;

An Efficient Null Model for Conformational Fluctuations in Proteins

Abstract

Protein dynamics play a crucial role in function, catalytic activity, and pathogenesis. Consequently, there is great interest in computational methods that probe the conformational fluctuations of a protein. However, molecular dynamics simulations are computationally costly and therefore are often limited to comparatively short timescales. TYPHON is a probabilistic method to explore the conformational space of proteins under the guidance of a sophisticated probabilistic model of local structure and a given set of restraints that represent nonlocal interactions, such as hydrogen bonds or disulfide bridges. The choice of the restraints themselves is heuristic, but the resulting probabilistic model is well-defined and rigorous. Conceptually, TYPHON constitutes a null model of conformational fluctuations under a given set of restraints. We demonstrate that TYPHON can provide information on conformational fluctuations that is in correspondence with experimental measurements. TYPHON provides a flexible, yet computationally efficient, method to explore possible conformational fluctuations in proteins.

Countries
Denmark, Sweden
Keywords

Models, Molecular, Models, Statistical, Superoxide Dismutase, Ubiquitin, Amino Acid Motifs, Biophysics, Hydrogen Bonding, Lipase, Ribonuclease, Pancreatic, Protein Structure, Tertiary, Fungal Proteins, Structural Biology, Proto-Oncogene Proteins, Animals, Cystine, Humans, Cattle, Computer Simulation, Molecular Biology, Algorithms, Software

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
6
Average
Average
Average
Green
hybrid