Literature DB >> 27782307

Estimation of relative free energies of binding using pre-computed ensembles based on the single-step free energy perturbation and the site-identification by Ligand competitive saturation approaches.

E Prabhu Raman1, Sirish Kaushik Lakkaraju1, Rajiah Aldrin Denny2, Alexander D MacKerell1.   

Abstract

Accurate and rapid estimation of relative binding affinities of ligand-protein complexes is a requirement of computational methods for their effective use in rational ligand design. Of the approaches commonly used, free energy perturbation (FEP) methods are considered one of the most accurate, although they require significant computational resources. Accordingly, it is desirable to have alternative methods of similar accuracy but greater computational efficiency to facilitate ligand design. In the present study relative free energies of binding are estimated for one or two non-hydrogen atom changes in compounds targeting the proteins ACK1 and p38 MAP kinase using three methods. The methods include standard FEP, single-step free energy perturbation (SSFEP) and the site-identification by ligand competitive saturation (SILCS) ligand grid free energy (LGFE) approach. Results show the SSFEP and SILCS LGFE methods to be competitive with or better than the FEP results for the studied systems, with SILCS LGFE giving the best agreement with experimental results. This is supported by additional comparisons with published FEP data on p38 MAP kinase inhibitors. While both the SSFEP and SILCS LGFE approaches require a significant upfront computational investment, they offer a 1000-fold computational savings over FEP for calculating the relative affinities of ligand modifications once those pre-computations are complete. An illustrative example of the potential application of these methods in the context of screening large numbers of transformations is presented. Thus, the SSFEP and SILCS LGFE approaches represent viable alternatives for actively driving ligand design during drug discovery and development.
© 2016 Wiley Periodicals, Inc. © 2016 Wiley Periodicals, Inc.

Entities:  

Keywords:  CGenFF; CHARMM General Force Field; SILCS; SSFEP; ack1; computational chemistry; computer-aided drug design; molecular dynamics; p38 map kinase

Mesh:

Substances:

Year:  2016        PMID: 27782307      PMCID: PMC5403604          DOI: 10.1002/jcc.24522

Source DB:  PubMed          Journal:  J Comput Chem        ISSN: 0192-8651            Impact factor:   3.376


  51 in total

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Journal:  Bioinformatics       Date:  2013-02-13       Impact factor: 6.937

6.  Automation of the CHARMM General Force Field (CGenFF) II: assignment of bonded parameters and partial atomic charges.

Authors:  K Vanommeslaeghe; E Prabhu Raman; A D MacKerell
Journal:  J Chem Inf Model       Date:  2012-11-28       Impact factor: 4.956

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Authors:  John Hynes; Alaric J Dyckman; Shuqun Lin; Stephen T Wrobleski; Hong Wu; Kathleen M Gillooly; Steven B Kanner; Herinder Lonial; Derek Loo; Kim W McIntyre; Sidney Pitt; Ding Ren Shen; David J Shuster; Xiaoxia Yang; Rosemary Zhang; Kamelia Behnia; Hongjian Zhang; Punit H Marathe; Arthur M Doweyko; John S Tokarski; John S Sack; Matthew Pokross; Susan E Kiefer; John A Newitt; Joel C Barrish; John Dodd; Gary L Schieven; Katerina Leftheris
Journal:  J Med Chem       Date:  2007-12-12       Impact factor: 7.446

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  7 in total

1.  Optimization and Evaluation of Site-Identification by Ligand Competitive Saturation (SILCS) as a Tool for Target-Based Ligand Optimization.

Authors:  Vincent D Ustach; Sirish Kaushik Lakkaraju; Sunhwan Jo; Wenbo Yu; Wenjuan Jiang; Alexander D MacKerell
Journal:  J Chem Inf Model       Date:  2019-05-08       Impact factor: 4.956

2.  Identification and characterization of fragment binding sites for allosteric ligand design using the site identification by ligand competitive saturation hotspots approach (SILCS-Hotspots).

Authors:  Alexander D MacKerell; Sunhwan Jo; Sirish Kaushik Lakkaraju; Christoffer Lind; Wenbo Yu
Journal:  Biochim Biophys Acta Gen Subj       Date:  2020-01-03       Impact factor: 3.770

3.  Functional Group Distributions, Partition Coefficients, and Resistance Factors in Lipid Bilayers Using Site Identification by Ligand Competitive Saturation.

Authors:  Christoffer Lind; Poonam Pandey; Richard W Pastor; Alexander D MacKerell
Journal:  J Chem Theory Comput       Date:  2021-04-30       Impact factor: 6.006

4.  Toward Biotherapeutics Formulation Composition Engineering using Site-Identification by Ligand Competitive Saturation (SILCS).

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Journal:  J Pharm Sci       Date:  2020-11-01       Impact factor: 3.784

5.  Computational Characterization of Antibody-Excipient Interactions for Rational Excipient Selection Using the Site Identification by Ligand Competitive Saturation-Biologics Approach.

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Journal:  Mol Pharm       Date:  2020-10-06       Impact factor: 5.364

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Journal:  J Chem Theory Comput       Date:  2019-10-23       Impact factor: 6.006

  7 in total

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