HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants

Detalhes bibliográficos
Autor(a) principal: Altman, Michael D.
Data de Publicação: 2008
Outros Autores: Ali, Akbar, Kumar Reddy, G. S. Kiran, Nalam, Madhavi N. L., Anjum, Saima Ghafoor, Cao, Hong, Chellappan, Sripriya, Kairys, Visvaldas, Fernandes, Miguel X., Gilson, Michael K., Schiffer, Celia A., Rana, Tariq M., Tidor, Bruce
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.13/5008
Resumo: 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 best binders, from a Ki of 30–50 nM in round one to below 100 pM in round two. Crystal structures of a subset of complexes revealed a binding mode similar to each design that respected the substrate envelope in nearly all cases. All four best binders from round one exhibited broad specificity against a clinically relevant panel of drug-resistant HIV-1 protease variants, losing no more than 6–13-fold affinity relative to wild type. Testing a subset of second-round compounds against the panel of resistant variants revealed three classes of inhibitors: robust binders (maximum affinity loss of 14–16-fold), moderate binders (35–80-fold), and susceptible binders (greater than 100-fold). Although for especially high-affinity inhibitors additional factors may also be important, overall, these results suggest that designing inhibitors using the substrate envelope may be a useful strategy in the development of therapeutics with low susceptibility to resistance.
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spelling HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variantsHIV-1Chemical structureCrystal structureGeneticsInhibitorsPeptides and proteins.Faculdade de Ciências Exatas e da EngenhariaThe 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 best binders, from a Ki of 30–50 nM in round one to below 100 pM in round two. Crystal structures of a subset of complexes revealed a binding mode similar to each design that respected the substrate envelope in nearly all cases. All four best binders from round one exhibited broad specificity against a clinically relevant panel of drug-resistant HIV-1 protease variants, losing no more than 6–13-fold affinity relative to wild type. Testing a subset of second-round compounds against the panel of resistant variants revealed three classes of inhibitors: robust binders (maximum affinity loss of 14–16-fold), moderate binders (35–80-fold), and susceptible binders (greater than 100-fold). Although for especially high-affinity inhibitors additional factors may also be important, overall, these results suggest that designing inhibitors using the substrate envelope may be a useful strategy in the development of therapeutics with low susceptibility to resistance.American Chemical SocietyDigitUMaAltman, Michael D.Ali, AkbarKumar Reddy, G. S. KiranNalam, Madhavi N. L.Anjum, Saima GhafoorCao, HongChellappan, SripriyaKairys, VisvaldasFernandes, Miguel X.Gilson, Michael K.Schiffer, Celia A.Rana, Tariq M.Tidor, Bruce2023-02-07T11:46:53Z20082008-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.13/5008engAltman, M. D., Ali, A., Kumar Reddy, G. K., Nalam, M. N., Anjum, S. G., Cao, H., ... & Tidor, B. (2008). HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants. Journal of the American Chemical Society, 130(19), 6099-6113.10.1021/ja076558pinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-05T03:31:27Zoai:digituma.uma.pt:10400.13/5008Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:46:29.144246Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants
title HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants
spellingShingle HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants
Altman, Michael D.
HIV-1
Chemical structure
Crystal structure
Genetics
Inhibitors
Peptides and proteins
.
Faculdade de Ciências Exatas e da Engenharia
title_short HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants
title_full HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants
title_fullStr HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants
title_full_unstemmed HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants
title_sort HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants
author Altman, Michael D.
author_facet Altman, Michael D.
Ali, Akbar
Kumar Reddy, G. S. Kiran
Nalam, Madhavi N. L.
Anjum, Saima Ghafoor
Cao, Hong
Chellappan, Sripriya
Kairys, Visvaldas
Fernandes, Miguel X.
Gilson, Michael K.
Schiffer, Celia A.
Rana, Tariq M.
Tidor, Bruce
author_role author
author2 Ali, Akbar
Kumar Reddy, G. S. Kiran
Nalam, Madhavi N. L.
Anjum, Saima Ghafoor
Cao, Hong
Chellappan, Sripriya
Kairys, Visvaldas
Fernandes, Miguel X.
Gilson, Michael K.
Schiffer, Celia A.
Rana, Tariq M.
Tidor, Bruce
author2_role author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv DigitUMa
dc.contributor.author.fl_str_mv Altman, Michael D.
Ali, Akbar
Kumar Reddy, G. S. Kiran
Nalam, Madhavi N. L.
Anjum, Saima Ghafoor
Cao, Hong
Chellappan, Sripriya
Kairys, Visvaldas
Fernandes, Miguel X.
Gilson, Michael K.
Schiffer, Celia A.
Rana, Tariq M.
Tidor, Bruce
dc.subject.por.fl_str_mv HIV-1
Chemical structure
Crystal structure
Genetics
Inhibitors
Peptides and proteins
.
Faculdade de Ciências Exatas e da Engenharia
topic HIV-1
Chemical structure
Crystal structure
Genetics
Inhibitors
Peptides and proteins
.
Faculdade de Ciências Exatas e da Engenharia
description 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 best binders, from a Ki of 30–50 nM in round one to below 100 pM in round two. Crystal structures of a subset of complexes revealed a binding mode similar to each design that respected the substrate envelope in nearly all cases. All four best binders from round one exhibited broad specificity against a clinically relevant panel of drug-resistant HIV-1 protease variants, losing no more than 6–13-fold affinity relative to wild type. Testing a subset of second-round compounds against the panel of resistant variants revealed three classes of inhibitors: robust binders (maximum affinity loss of 14–16-fold), moderate binders (35–80-fold), and susceptible binders (greater than 100-fold). Although for especially high-affinity inhibitors additional factors may also be important, overall, these results suggest that designing inhibitors using the substrate envelope may be a useful strategy in the development of therapeutics with low susceptibility to resistance.
publishDate 2008
dc.date.none.fl_str_mv 2008
2008-01-01T00:00:00Z
2023-02-07T11:46:53Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.13/5008
url http://hdl.handle.net/10400.13/5008
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Altman, M. D., Ali, A., Kumar Reddy, G. K., Nalam, M. N., Anjum, S. G., Cao, H., ... & Tidor, B. (2008). HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants. Journal of the American Chemical Society, 130(19), 6099-6113.
10.1021/ja076558p
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv American Chemical Society
publisher.none.fl_str_mv American Chemical Society
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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