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Substrate Envelope-Designed Potent Hiv-1 Protease Inhibitors To Avoid Drug Resistance, Madhavi Nalam, Akbar Ali, G. S. Kiran Kumar Reddy, Hong Cao, Saima Anjum, Michael Altman, Nese Yilmaz, Bruce Tidor, Tariq Rana, Celia Schiffer
Substrate Envelope-Designed Potent Hiv-1 Protease Inhibitors To Avoid Drug Resistance, Madhavi Nalam, Akbar Ali, G. S. Kiran Kumar Reddy, Hong Cao, Saima Anjum, Michael Altman, Nese Yilmaz, Bruce Tidor, Tariq Rana, Celia Schiffer
Celia A. Schiffer
The rapid evolution of HIV under selective drug pressure has led to multidrug resistant (MDR) strains that evade standard therapies. We designed highly potent HIV-1 protease inhibitors (PIs) using the substrate envelope model, which confines inhibitors within the consensus volume of natural substrates, providing inhibitors less susceptible to resistance because a mutation affecting such inhibitors will simultaneously affect viral substrate processing. The designed PIs share a common chemical scaffold but utilize various moieties that optimally fill the substrate envelope, as confirmed by crystal structures. The designed PIs retain robust binding to MDR protease variants and display exceptional antiviral potencies against …
Evaluation Of The Substrate Envelope Hypothesis For Inhibitors Of Hiv-1 Protease, Sripriya Chellappan, Visvaldas Kairys, Miguel Fernandes, Celia Schiffer, Michael Gilson
Evaluation Of The Substrate Envelope Hypothesis For Inhibitors Of Hiv-1 Protease, Sripriya Chellappan, Visvaldas Kairys, Miguel Fernandes, Celia Schiffer, Michael Gilson
Celia A. Schiffer
Crystallographic data show that various substrates of HIV protease occupy a remarkably uniform region within the binding site; this region has been termed the substrate envelope. It has been suggested that an inhibitor that fits within the substrate envelope should tend to evade viral resistance because a protease mutation that reduces the affinity of the inhibitor will also tend to reduce the affinity of substrate, and will hence decrease the activity of the enzyme. Accordingly, inhibitors that fit the substrate envelope better should be less susceptible to clinically observed resistant mutations, since these must also allow substrates to bind. The …
Additivity In The Analysis And Design Of Hiv Protease Inhibitors, Robert Jorissen, G. S. Kiran Kumar Reddy, Akbar Ali, Michael Altman, Sripriya Chellappan, Saima Anjum, Bruce Tidor, Celia Schiffer, Tariq Rana, Michael Gilson
Additivity In The Analysis And Design Of Hiv Protease Inhibitors, Robert Jorissen, G. S. Kiran Kumar Reddy, Akbar Ali, Michael Altman, Sripriya Chellappan, Saima Anjum, Bruce Tidor, Celia Schiffer, Tariq Rana, Michael Gilson
Celia A. Schiffer
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 …
Hiv-1 Protease Inhibitors From Inverse Design In The Substrate Envelope Exhibit Subnanomolar Binding To Drug-Resistant Variants, Michael Altman, Akbar Ali, G. S. Kiran Kumar Reddy, Madhavi Nalam, Saima Anjum, Hong Cao, Sripriya Chellappan, Visvaldas Kairys, Miguel Fernandes, Michael Gilson, Celia Schiffer, Tariq Rana, Bruce Tidor
Hiv-1 Protease Inhibitors From Inverse Design In The Substrate Envelope Exhibit Subnanomolar Binding To Drug-Resistant Variants, Michael Altman, Akbar Ali, G. S. Kiran Kumar Reddy, Madhavi Nalam, Saima Anjum, Hong Cao, Sripriya Chellappan, Visvaldas Kairys, Miguel Fernandes, Michael Gilson, Celia Schiffer, Tariq Rana, Bruce Tidor
Celia A. Schiffer
The acquisition of drug-resistant mutations by infectious pathogens remains a pressing health concern, and the development of strategies to combat this threat is a priority. Here we have applied a general strategy, inverse design using the substrate envelope, to develop inhibitors of HIV-1 protease. Structure-based computation was used to design inhibitors predicted to stay within a consensus substrate volume in the binding site. Two rounds of design, synthesis, experimental testing, and structural analysis were carried out, resulting in a total of 51 compounds. Improvements in design methodology led to a roughly 1000-fold affinity enhancement to a wild-type protease for the …