Constant-pH Simulations with the Polarizable Atomic Multipole AMOEBA Force Field

被引:2
|
作者
Thiel, Andrew C. [1 ]
Speranza, Matthew J. [1 ]
Jadhav, Sanika [2 ]
Stevens, Lewis L. [2 ]
Unruh, Daniel K. [3 ]
Ren, Pengyu [4 ]
Ponder, Jay W. [5 ]
Shen, Jana [6 ]
Schnieders, Michael J. [1 ,7 ]
机构
[1] Univ Iowa, Dept Biomed Engn, Iowa City, IA 52242 USA
[2] Univ Iowa, Dept Pharmaceut Sci & Expt Therapeut, Iowa City, IA 52242 USA
[3] Univ Iowa, Off Vice President Res, Iowa City, IA 52242 USA
[4] Univ Texas Austin, Dept Biomed Engn, Austin, TX 78712 USA
[5] Washington Univ, Dept Chem, St Louis, MO 63130 USA
[6] Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, Baltimore, MD 21201 USA
[7] Univ Iowa, Dept Biochem, Iowa City, IA 52242 USA
基金
美国国家科学基金会;
关键词
MOLECULAR-DYNAMICS SIMULATIONS; EXPLICIT SOLVENT; PK(A); WATER; ELECTROSTATICS; IMPLEMENTATION; REPRESENTATION; NMR;
D O I
10.1021/acs.jctc.3c01180
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Accurately predicting protein behavior across diverse pH environments remains a significant challenge in biomolecular simulations. Existing constant-pH molecular dynamics (CpHMD) algorithms are limited to fixed-charge force fields, hindering their application to biomolecular systems described by permanent atomic multipoles or induced dipoles. This work overcomes these limitations by introducing the first polarizable CpHMD algorithm in the context of the Atomic Multipole Optimized Energetics for Biomolecular Applications (AMOEBA) force field. Additionally, our implementation in the open-source Force Field X (FFX) software has the unique ability to handle titration state changes for crystalline systems including flexible support for all 230 space groups. The evaluation of constant-pH molecular dynamics (CpHMD) with the AMOEBA force field was performed on 11 crystalline peptide systems that span the titrating amino acids (Asp, Glu, His, Lys, and Cys). Titration states were correctly predicted for 15 out of the 16 amino acids present in the 11 systems, including for the coordination of Zn2+ by cysteines. The lone exception was for a HIS-ALA peptide where CpHMD predicted both neutral histidine tautomers to be equally populated, whereas the experimental model did not consider multiple conformers and diffraction data are unavailable for rerefinement. This work demonstrates the promise polarizable CpHMD simulations for pK(a) predictions, the study of biochemical mechanisms such as the catalytic triad of proteases, and for improved protein-ligand binding affinity accuracy in the context of pharmaceutical lead optimization.
引用
收藏
页码:2921 / 2933
页数:13
相关论文
共 50 条
  • [41] Polarizable Multipole-Based Force Field for Dimethyl and Trimethyl Phosphate
    Zhang, Changsheng
    Lu, Chao
    Wang, Qiantao
    Ponder, Jay W.
    Ren, Pengyu
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2015, 11 (11) : 5326 - 5339
  • [42] Polarizable Multipole-Based Force Field for Aromatic Molecules and Nucleobases
    Zhang, Changsheng
    Bell, David
    Harger, Matthew
    Ren, Pengyu
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2017, 13 (02) : 666 - 678
  • [43] Polarizable Amoeba Force Field Metadynamics with Minimization Predicts Missing Protein Loops
    Avdic, Armin
    Tollefson, Mallory R.
    Tatro, Nicole
    LuCore, Stephen D.
    Litman, Jacob M.
    Fenn, Timothy D.
    Schnieders, Michael J.
    BIOPHYSICAL JOURNAL, 2017, 112 (03) : 55A - 55A
  • [44] Evaluating automated small molecule parameter derivation for the AMOEBA polarizable force field
    Bradshaw, Richard T.
    Mohamed, Noor A.
    Essex, Jonathan W.
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2014, 248
  • [45] An Angular Overlap Model for Cu(II) Ion in the AMOEBA Polarizable Force Field
    Xiang, Jin Yu
    Ponder, Jay W.
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2014, 10 (01) : 298 - 311
  • [46] Reversibility of Prion Misfolding: Insights from Constant-pH Molecular Dynamics Simulations
    Vila-Vicosa, Diogo
    Campos, Sara R. R.
    Baptista, Antonio M.
    Machuqueiro, Miguel
    JOURNAL OF PHYSICAL CHEMISTRY B, 2012, 116 (30): : 8812 - 8821
  • [47] Ab Initio Extension of the AMOEBA Polarizable Force Field to Fe2+
    Semrouni, David
    Isley, William C., III
    Clavaguera, Carine
    Dognon, Jean-Pierre
    Cramer, Christopher J.
    Gagliardi, Laura
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2013, 9 (07) : 3062 - 3071
  • [48] Evaluation of Solvation Free Energies for Small Molecules with the AMOEBA Polarizable Force Field
    Mohamed, Noor Asidah
    Bradshaw, Richard T.
    Essex, Jonathan W.
    JOURNAL OF COMPUTATIONAL CHEMISTRY, 2016, 37 (32) : 2749 - 2758
  • [49] Development of an anisotropic polarizable model for the all-atom AMOEBA force field
    Yang, Yanyan
    Jin, Qianqian
    Yin, Shiwei
    PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2024, 26 (35) : 22900 - 22911
  • [50] Developing a Fast Polarizable Force Field for Biophysical Simulations
    Kaminski, George
    BIOPHYSICAL JOURNAL, 2011, 100 (03) : 612 - 612