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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 Jan 2015

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 …


Structural And Thermodynamic Basis Of Amprenavir/Darunavir And Atazanavir Resistance In Hiv-1 Protease With Mutations At Residue 50, Seema Mittal, Rajintha Bandaranayake, Nancy King, Moses Prabu-Jeyabalan, Madhavi Nalam, Ellen Nalivaika, Nese Yilmaz, Celia Schiffer Jul 2013

Structural And Thermodynamic Basis Of Amprenavir/Darunavir And Atazanavir Resistance In Hiv-1 Protease With Mutations At Residue 50, Seema Mittal, Rajintha Bandaranayake, Nancy King, Moses Prabu-Jeyabalan, Madhavi Nalam, Ellen Nalivaika, Nese Yilmaz, Celia Schiffer

Celia A. Schiffer

Drug resistance occurs through a series of subtle changes that maintain substrate recognition but no longer permit inhibitor binding. In HIV-1 protease, mutations at I50 are associated with such subtle changes that confer differential resistance to specific inhibitors. Residue I50 is located at the protease flap tips, closing the active site upon ligand binding. Under selective drug pressure, I50V/L substitutions emerge in patients, compromising drug susceptibility and leading to treatment failure. The I50V substitution is often associated with amprenavir (APV) and darunavir (DRV) resistance, while the I50L substitution is observed in patients failing atazanavir (ATV) therapy. To explain how APV, …


Evaluation Of The Substrate Envelope Hypothesis For Inhibitors Of Hiv-1 Protease, Sripriya Chellappan, Visvaldas Kairys, Miguel Fernandes, Celia Schiffer, Michael Gilson Nov 2011

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 …


Rationale For More Diverse Inhibitors In Competition With Substrates In Hiv-1 Protease, Nevra Ozer, Celia Schiffer, Turkan Haliloglu Nov 2011

Rationale For More Diverse Inhibitors In Competition With Substrates In Hiv-1 Protease, Nevra Ozer, Celia Schiffer, Turkan Haliloglu

Celia A. Schiffer

The structural fluctuations of HIV-1 protease in interaction with its substrates versus inhibitors were analyzed using the anisotropic network model. The directions of fluctuations in the most cooperative functional modes differ mainly around the dynamically key regions, i.e., the hinge axes, which appear to be more flexible in substrate complexes. The flexibility of HIV-1 protease is likely optimized for the substrates' turnover, resulting in substrate complexes being dynamic. In contrast, in an inhibitor complex, the inhibitor should bind and lock down to inactivate the active site. Protease and ligands are not independent. Substrates are also more flexible than inhibitors and …


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 Nov 2011

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 Nov 2011

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 …


The Effect Of Clade-Specific Sequence Polymorphisms On Hiv-1 Protease Activity And Inhibitor Resistance Pathways, Rajintha Bandaranayake, Madhavi Kolli, Nancy King, Ellen Nalivaika, Annie Heroux, Junko Kakizawa, Wataru Sugiura, Celia Schiffer Nov 2011

The Effect Of Clade-Specific Sequence Polymorphisms On Hiv-1 Protease Activity And Inhibitor Resistance Pathways, Rajintha Bandaranayake, Madhavi Kolli, Nancy King, Ellen Nalivaika, Annie Heroux, Junko Kakizawa, Wataru Sugiura, Celia Schiffer

Celia A. Schiffer

The majority of HIV-1 infections around the world result from non-B clade HIV-1 strains. The CRF01_AE (AE) strain is seen principally in Southeast Asia. AE protease differs by approximately 10% in amino acid sequence from clade B protease and carries several naturally occurring polymorphisms that are associated with drug resistance in clade B. AE protease has been observed to develop resistance through a nonactive-site N88S mutation in response to nelfinavir (NFV) therapy, whereas clade B protease develops both the active-site mutation D30N and the nonactive-site mutation N88D. Structural and biochemical studies were carried out with wild-type and NFV-resistant clade B …