4.7 Article

Mobility-based prediction of hydration structures of protein surfaces

Journal

BIOINFORMATICS
Volume 31, Issue 12, Pages 1959-1965

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/bioinformatics/btv093

Keywords

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Funding

  1. Hungarian Scientific Research Fund (OTKA) [K112807]
  2. MedinProt project of the Hungarian Academy of Sciences
  3. Gedeon Richter Pharmaceutical Plc.

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Motivation: Hydration largely determines solubility, aggregation of proteins and influences interactions between proteins and drug molecules. Despite the importance of hydration, structural determination of hydration structure of protein surfaces is still challenging from both experimental and theoretical viewpoints. The precision of experimental measurements is often affected by fluctuations and mobility of water molecules resulting in uncertain assignment of water positions. Results: Our method can utilize mobility as an information source for the prediction of hydration structure. The necessary information can be produced by molecular dynamics simulations accounting for all atomic interactions including water-water contacts. The predictions were validated and tested by comparison to more than 1500 crystallographic water positions in 20 hydrated protein molecules including enzymes of biomedical importance such as cyclin-dependent kinase 2. The agreement with experimental water positions was larger than 80% on average. The predictions can be particularly useful in situations where no or limited experimental knowledge is available on hydration structures of molecular surfaces.

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