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Additivity in the analysis and design of HIV protease inhibitors

Jorissen, Robert N.
Reddy, G. S. Kiran Kumar
Ali, Akbar
Altman, Michael D.
Chellappan, Sripriya
Anjum, Saima G.
Tidor, Bruce
Schiffer, Celia A.
Rana, Tariq M.
Gilson, Michael K.
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Abstract

We explore the applicability of an additive treatment of substituent effects to the analysis and design of HIV protease inhibitors. Affinity data for a set of inhibitors with a common chemical framework were analyzed to provide estimates of the free energy contribution of each chemical substituent. These estimates were then used to design new inhibitors whose high affinities were confirmed by synthesis and experimental testing. Derivations of additive models by least-squares and ridge-regression methods were found to yield statistically similar results. The additivity approach was also compared with standard molecular descriptor-based QSAR; the latter was not found to provide superior predictions. Crystallographic studies of HIV protease-inhibitor complexes help explain the perhaps surprisingly high degree of substituent additivity in this system, and allow some of the additivity coefficients to be rationalized on a structural basis.

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J Med Chem. 2009 Feb 12;52(3):737-54. Link to article on publisher's site

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DOI
10.1021/jm8009525
PubMed ID
19193159
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