Literature DB >> 24375620

Constant pH molecular dynamics of proteins in explicit solvent with proton tautomerism.

Garrett B Goh1, Benjamin S Hulbert, Huiqing Zhou, Charles L Brooks.   

Abstract

pH is a ubiquitous regulator of biological activity, including protein-folding, protein-protein interactions, and enzymatic activity. Existing constant pH molecular dynamics (CPHMD) models that were developed to address questions related to the pH-dependent properties of proteins are largely based on implicit solvent models. However, implicit solvent models are known to underestimate the desolvation energy of buried charged residues, increasing the error associated with predictions that involve internal ionizable residue that are important in processes like hydrogen transport and electron transfer. Furthermore, discrete water and ions cannot be modeled in implicit solvent, which are important in systems like membrane proteins and ion channels. We report on an explicit solvent constant pH molecular dynamics framework based on multi-site λ-dynamics (CPHMD(MSλD)). In the CPHMD(MSλD) framework, we performed seamless alchemical transitions between protonation and tautomeric states using multi-site λ-dynamics, and designed novel biasing potentials to ensure that the physical end-states are predominantly sampled. We show that explicit solvent CPHMD(MSλD) simulations model realistic pH-dependent properties of proteins such as the Hen-Egg White Lysozyme (HEWL), binding domain of 2-oxoglutarate dehydrogenase (BBL) and N-terminal domain of ribosomal protein L9 (NTL9), and the pKa predictions are in excellent agreement with experimental values, with a RMSE ranging from 0.72 to 0.84 pKa units. With the recent development of the explicit solvent CPHMD(MSλD) framework for nucleic acids, accurate modeling of pH-dependent properties of both major class of biomolecules-proteins and nucleic acids is now possible.
© 2013 Wiley Periodicals, Inc.

Entities:  

Keywords:  CPHMD; explicit solvent; molecular dynamics; pH; pKa values; protein dynamics; protein electrostatics; λ-dynamics

Mesh:

Substances:

Year:  2014        PMID: 24375620      PMCID: PMC4394622          DOI: 10.1002/prot.24499

Source DB:  PubMed          Journal:  Proteins        ISSN: 0887-3585


  96 in total

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Review 2.  Dysregulated pH: a perfect storm for cancer progression.

Authors:  Bradley A Webb; Michael Chimenti; Matthew P Jacobson; Diane L Barber
Journal:  Nat Rev Cancer       Date:  2011-08-11       Impact factor: 60.716

3.  Random walk in orthogonal space to achieve efficient free-energy simulation of complex systems.

Authors:  Lianqing Zheng; Mengen Chen; Wei Yang
Journal:  Proc Natl Acad Sci U S A       Date:  2008-12-15       Impact factor: 11.205

4.  Modulation of buried ionizable groups in proteins with engineered surface charge.

Authors:  Angel L Pey; David Rodriguez-Larrea; Jose A Gavira; Bertrand Garcia-Moreno; Jose M Sanchez-Ruiz
Journal:  J Am Chem Soc       Date:  2010-02-03       Impact factor: 15.419

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Authors:  M Schaefer; H W van Vlijmen; M Karplus
Journal:  Adv Protein Chem       Date:  1998

6.  Charge-leveling and proper treatment of long-range electrostatics in all-atom molecular dynamics at constant pH.

Authors:  Jason A Wallace; Jana K Shen
Journal:  J Chem Phys       Date:  2012-11-14       Impact factor: 3.488

7.  Constant pH molecular dynamics with proton tautomerism.

Authors:  Jana Khandogin; Charles L Brooks
Journal:  Biophys J       Date:  2005-04-29       Impact factor: 4.033

8.  Large shifts in pKa values of lysine residues buried inside a protein.

Authors:  Daniel G Isom; Carlos A Castañeda; Brian R Cannon; Bertrand García-Moreno
Journal:  Proc Natl Acad Sci U S A       Date:  2011-03-09       Impact factor: 11.205

9.  Multiscale simulations of protein landscapes: using coarse-grained models as reference potentials to full explicit models.

Authors:  Benjamin M Messer; Maite Roca; Zhen T Chu; Spyridon Vicatos; Alexandra Vardi Kilshtain; Arieh Warshel
Journal:  Proteins       Date:  2010-04

10.  Generalized born model with a simple smoothing function.

Authors:  Wonpil Im; Michael S Lee; Charles L Brooks
Journal:  J Comput Chem       Date:  2003-11-15       Impact factor: 3.376

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  36 in total

1.  Membrane-Induced p Ka Shifts in wt-pHLIP and Its L16H Variant.

Authors:  Diogo Vila-Viçosa; Tomás F D Silva; Gregory Slaybaugh; Yana K Reshetnyak; Oleg A Andreev; Miguel Machuqueiro
Journal:  J Chem Theory Comput       Date:  2018-05-17       Impact factor: 6.006

2.  Continuous Constant pH Molecular Dynamics Simulations of Transmembrane Proteins.

Authors:  Yandong Huang; Jack A Henderson; Jana Shen
Journal:  Methods Mol Biol       Date:  2021

3.  Residue-level resolution of alphavirus envelope protein interactions in pH-dependent fusion.

Authors:  Xiancheng Zeng; Suchetana Mukhopadhyay; Charles L Brooks
Journal:  Proc Natl Acad Sci U S A       Date:  2015-02-02       Impact factor: 11.205

4.  Exploring pH Dependent Host/Guest Binding Affinities.

Authors:  Thomas J Paul; Jonah Z Vilseck; Ryan L Hayes; Charles L Brooks
Journal:  J Phys Chem B       Date:  2020-07-22       Impact factor: 2.991

5.  Reservoir pH replica exchange.

Authors:  Ana Damjanovic; Benjamin T Miller; Asim Okur; Bernard R Brooks
Journal:  J Chem Phys       Date:  2018-08-21       Impact factor: 3.488

6.  Approaching protein design with multisite λ dynamics: Accurate and scalable mutational folding free energies in T4 lysozyme.

Authors:  Ryan L Hayes; Jonah Z Vilseck; Charles L Brooks
Journal:  Protein Sci       Date:  2018-11       Impact factor: 6.725

Review 7.  Molecular Dynamics Simulation for All.

Authors:  Scott A Hollingsworth; Ron O Dror
Journal:  Neuron       Date:  2018-09-19       Impact factor: 17.173

8.  Gibbs Sampler-Based λ-Dynamics and Rao-Blackwell Estimator for Alchemical Free Energy Calculation.

Authors:  Xinqiang Ding; Jonah Z Vilseck; Ryan L Hayes; Charles L Brooks
Journal:  J Chem Theory Comput       Date:  2017-05-26       Impact factor: 6.006

9.  Specific Binding of Cholesterol to C99 Domain of Amyloid Precursor Protein Depends Critically on Charge State of Protein.

Authors:  Afra Panahi; Asanga Bandara; George A Pantelopulos; Laura Dominguez; John E Straub
Journal:  J Phys Chem Lett       Date:  2016-08-26       Impact factor: 6.475

10.  Biasing Potential Replica Exchange Multisite λ-Dynamics for Efficient Free Energy Calculations.

Authors:  Kira A Armacost; Garrett B Goh; Charles L Brooks
Journal:  J Chem Theory Comput       Date:  2015-03-10       Impact factor: 6.006

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