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pKa predictions for proteins,RNAs, and DNAs with the Gaussian dielectric function using DelPhi pKa
Authors:Lin Wang  Lin Li  Emil Alexov
Institution:Department of Physics, Computational Biophysics and Bioinformatics, Clemson University, Clemson, South Carolina
Abstract:We developed a Poisson‐Boltzmann based approach to calculate the urn:x-wiley:08873585:media:prot24935:prot24935-math-0001values of protein ionizable residues (Glu, Asp, His, Lys and Arg), nucleotides of RNA and single stranded DNA. Two novel features were utilized: the dielectric properties of the macromolecules and water phase were modeled via the smooth Gaussian‐based dielectric function in DelPhi and the corresponding electrostatic energies were calculated without defining the molecular surface. We tested the algorithm by calculating urn:x-wiley:08873585:media:prot24935:prot24935-math-0002 values for more than 300 residues from 32 proteins from the PPD dataset and achieved an overall RMSD of 0.77. Particularly, the RMSD of 0.55 was achieved for surface residues, while the RMSD of 1.1 for buried residues. The approach was also found capable of capturing the large urn:x-wiley:08873585:media:prot24935:prot24935-math-0003 shifts of various single point mutations in staphylococcal nuclease (SNase) from urn:x-wiley:08873585:media:prot24935:prot24935-math-0004‐cooperative dataset, resulting in an overall RMSD of 1.6 for this set of pKa's. Investigations showed that predictions for most of buried mutant residues of SNase could be improved by using higher dielectric constant values. Furthermore, an option to generate different hydrogen positions also improves urn:x-wiley:08873585:media:prot24935:prot24935-math-0005 predictions for buried carboxyl residues. Finally, the urn:x-wiley:08873585:media:prot24935:prot24935-math-0006 calculations on two RNAs demonstrated the capability of this approach for other types of biomolecules. Proteins 2015; 83:2186–2197. © 2015 Wiley Periodicals, Inc.
Keywords:pKa  protein electrostatics  pH‐dependent properties of proteins  predicting pKa values of proteins  RNAs and DNAs  Gaussian dielectric function  electrostatic energy calculations
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