Literature DB >> 22125476

Multi-Site λ-dynamics for simulated Structure-Activity Relationship studies.

Jennifer L Knight1, Charles L Brooks.   

Abstract

Multi-Site λ-dynamics (MSλD) is a new free energy simulation method that is based on λ-dynamics. It has been developed to enable multiple substituents at multiple sites on a common ligand core to be modeled simultaneously and their free energies assessed. The efficacy of MSλD for estimating relative hydration free energies and relative binding affinties is demonstrated using three test systems. Model compounds representing multiple identical benzene, dihydroxybenzene and dimethoxybenzene molecules show total combined MSλD trajectory lengths of ~1.5 ns are sufficient to reliably achieve relative hydration free energy estimates within 0.2 kcal/mol and are less sensitive to the number of trajectories that are used to generate these estimates for hybrid ligands that contain up to ten substituents modeled at a single site or five substituents modeled at each of two sites. Relative hydration free energies among six benzene derivatives calculated from MSλD simulations are in very good agreement with those from alchemical free energy simulations (with average unsigned differences of 0.23 kcal/mol and R(2)=0.991) and experiment (with average unsigned errors of 1.8 kcal/mol and R(2)=0.959). Estimates of the relative binding affinities among 14 inhibitors of HIV-1 reverse transcriptase obtained from MSλD simulations are in reasonable agreement with those from traditional free energy simulations and experiment (average unsigned errors of 0.9 kcal/mol and R(2)=0.402). For the same level of accuracy and precision MSλD simulations are achieved ~20-50 times faster than traditional free energy simulations and thus with reliable force field parameters can be used effectively to screen tens to hundreds of compounds in structure-based drug design applications.

Entities:  

Year:  2011        PMID: 22125476      PMCID: PMC3223982          DOI: 10.1021/ct200444f

Source DB:  PubMed          Journal:  J Chem Theory Comput        ISSN: 1549-9618            Impact factor:   6.006


  33 in total

1.  Constant-pH molecular dynamics using continuous titration coordinates.

Authors:  Michael S Lee; Freddie R Salsbury; Charles L Brooks
Journal:  Proteins       Date:  2004-09-01

2.  Structural and energetic analyses of the effects of the K103N mutation of HIV-1 reverse transcriptase on efavirenz analogues.

Authors:  Marina Udier-Blagović; Julian Tirado-Rives; William L Jorgensen
Journal:  J Med Chem       Date:  2004-04-22       Impact factor: 7.446

Review 3.  Calculation of protein-ligand binding affinities.

Authors:  Michael K Gilson; Huan-Xiang Zhou
Journal:  Annu Rev Biophys Biomol Struct       Date:  2007

Review 4.  CHARMM: the biomolecular simulation program.

Authors:  B R Brooks; C L Brooks; A D Mackerell; L Nilsson; R J Petrella; B Roux; Y Won; G Archontis; C Bartels; S Boresch; A Caflisch; L Caves; Q Cui; A R Dinner; M Feig; S Fischer; J Gao; M Hodoscek; W Im; K Kuczera; T Lazaridis; J Ma; V Ovchinnikov; E Paci; R W Pastor; C B Post; J Z Pu; M Schaefer; B Tidor; R M Venable; H L Woodcock; X Wu; W Yang; D M York; M Karplus
Journal:  J Comput Chem       Date:  2009-07-30       Impact factor: 3.376

5.  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

6.  Statistically optimal analysis of samples from multiple equilibrium states.

Authors:  Michael R Shirts; John D Chodera
Journal:  J Chem Phys       Date:  2008-09-28       Impact factor: 3.488

7.  Simultaneous escaping of explicit and hidden free energy barriers: application of the orthogonal space random walk strategy in generalized ensemble based conformational sampling.

Authors:  Lianqing Zheng; Mengen Chen; Wei Yang
Journal:  J Chem Phys       Date:  2009-06-21       Impact factor: 3.488

8.  Constant pH molecular dynamics with proton tautomerism.

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

9.  The Binding Energy Distribution Analysis Method (BEDAM) for the Estimation of Protein-Ligand Binding Affinities.

Authors:  Emilio Gallicchio; Mauro Lapelosa; Ronald M Levy
Journal:  J Chem Theory Comput       Date:  2010-09-14       Impact factor: 6.006

10.  CHARMM general force field: A force field for drug-like molecules compatible with the CHARMM all-atom additive biological force fields.

Authors:  K Vanommeslaeghe; E Hatcher; C Acharya; S Kundu; S Zhong; J Shim; E Darian; O Guvench; P Lopes; I Vorobyov; A D Mackerell
Journal:  J Comput Chem       Date:  2010-03       Impact factor: 3.376

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  35 in total

1.  pH-dependent transient conformational states control optical properties in cyan fluorescent protein.

Authors:  Elena N Laricheva; Garrett B Goh; Alex Dickson; Charles L Brooks
Journal:  J Am Chem Soc       Date:  2015-02-18       Impact factor: 15.419

2.  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

3.  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

4.  Predicting Binding Free Energies in a Large Combinatorial Chemical Space Using Multisite λ Dynamics.

Authors:  Jonah Z Vilseck; Kira A Armacost; Ryan L Hayes; Garrett B Goh; Charles L Brooks
Journal:  J Phys Chem Lett       Date:  2018-06-06       Impact factor: 6.475

Review 5.  Entropy-enthalpy compensation: role and ramifications in biomolecular ligand recognition and design.

Authors:  John D Chodera; David L Mobley
Journal:  Annu Rev Biophys       Date:  2013       Impact factor: 12.981

6.  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

7.  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

8.  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

9.  Towards Accurate Prediction of Protonation Equilibrium of Nucleic Acids.

Authors:  Garrett B Goh; Jennifer L Knight; Charles L Brooks
Journal:  J Phys Chem Lett       Date:  2013-02-12       Impact factor: 6.475

10.  pH-dependent dynamics of complex RNA macromolecules.

Authors:  Garrett B Goh; Jennifer L Knight; Charles L Brooks
Journal:  J Chem Theory Comput       Date:  2013-01-03       Impact factor: 6.006

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