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