Literature DB >> 22275047

Validating the vitality strategy for fighting drug resistance.

Nidhi Singh1, Maria P Frushicheva, Arieh Warshel.   

Abstract

The current challenge in designing effective drugs against HIV-1 is to find novel candidates with high potency, but with a lower susceptibility to mutations associated with drug resistance. Trying to address this challenge, we developed in our previous study (Ishikita and Warshel, Angew Chem Int Ed Engl 2008; 47:697-700) a novel computational strategy for fighting drug resistance by predicting the likely moves of the virus through constraints on binding and catalysis. This has been based on calculating the ratio between the vitality values ((K(i) k(cat)/K(M))(mutant)/(K(i) k(cat)/K(M))(wild-type)) and using it as a guide for predicting the moves of the virus. The corresponding calculations of the binding affinity, K(i), were carried out using the semi-macroscopic version of the protein dipole Langevin dipole (PDLD/S) in its linear response approximation (LRA) in its β version (PDLD/S-LRA/β). We also calculate the proteolytic efficiency, k(cat)/K(M), by evaluating the transition state (TS) binding free energies using the PDLD/S-LRA/β method. Here we provide an extensive validation of our strategy by calculating the vitality of six existing clinical and experimental drug candidates. It is found that the computationally determined vitalities correlate reasonably well with those derived from the corresponding experimental data. This indicates that the calculated vitality may be used to identify mutations that would be most effective for the survival of the virus. Thus, it should be possible to use our approach in screening for mutations that would provide the most effective resistance to any proposed antiviral drug. This ability should be very useful in guiding the design of drug molecules that will lead to the slowest resistance.
Copyright © 2011 Wiley Periodicals, Inc.

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Year:  2012        PMID: 22275047      PMCID: PMC3299486          DOI: 10.1002/prot.24012

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


  47 in total

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Journal:  Proc Natl Acad Sci U S A       Date:  2001-12-18       Impact factor: 11.205

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Journal:  J Am Chem Soc       Date:  2003-02-19       Impact factor: 15.419

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  4 in total

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Journal:  J Phys Chem B       Date:  2017-07-05       Impact factor: 2.991

2.  Multiscale modeling of biological functions: from enzymes to molecular machines (Nobel Lecture).

Authors:  Arieh Warshel
Journal:  Angew Chem Int Ed Engl       Date:  2014-07-24       Impact factor: 15.336

3.  Homologous ligands accommodated by discrete conformations of a buried cavity.

Authors:  Matthew Merski; Marcus Fischer; Trent E Balius; Oliv Eidam; Brian K Shoichet
Journal:  Proc Natl Acad Sci U S A       Date:  2015-04-06       Impact factor: 11.205

4.  The control of the discrimination between dNTP and rNTP in DNA and RNA polymerase.

Authors:  Hanwool Yoon; Arieh Warshel
Journal:  Proteins       Date:  2016-08-10
  4 in total

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