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Guidelines To Predict Binding Poses of Antibody–Integrin Complexes

[Image: see text] Integrins are cell adhesion receptors that transmit bidirectional signals across the plasma membrane. They are noncovalently linked heterodimeric molecules consisting of two subunits and act as biomarkers in several pathologies. Thus, according to the increase of therapeutic antibo...

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Autores principales: Chaves, Beatriz, Sartori, Geraldo R., Vasconcelos, Disraeli C. A., Savino, Wilson, Caffarena, Ernesto R., Cotta-de-Almeida, Vinícius, da Silva, João H. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2020
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7364430/
https://www.ncbi.nlm.nih.gov/pubmed/32685800
http://dx.doi.org/10.1021/acsomega.0c00226
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author Chaves, Beatriz
Sartori, Geraldo R.
Vasconcelos, Disraeli C. A.
Savino, Wilson
Caffarena, Ernesto R.
Cotta-de-Almeida, Vinícius
da Silva, João H. M.
author_facet Chaves, Beatriz
Sartori, Geraldo R.
Vasconcelos, Disraeli C. A.
Savino, Wilson
Caffarena, Ernesto R.
Cotta-de-Almeida, Vinícius
da Silva, João H. M.
author_sort Chaves, Beatriz
collection PubMed
description [Image: see text] Integrins are cell adhesion receptors that transmit bidirectional signals across the plasma membrane. They are noncovalently linked heterodimeric molecules consisting of two subunits and act as biomarkers in several pathologies. Thus, according to the increase of therapeutic antibody production, some efforts have been applied to produce anti-integrin antibodies. Here, we purposed to evaluate methods of generation and identification of the binding pose of integrin–antibody complexes, through protein–protein docking and molecular dynamics simulations, and propose a strategy to assure the confidence of the final model and avoid false-positive poses. The results show that ClusPro and GRAMM-X were the best programs to generate the native pose of integrin–antibody complexes. Furthermore, we were able to recover and to ensure that the selected pose is the native one by using a simple rule. All complexes from ClusPro in which the first model had the lowest energy, at least 5% more negative than the second one, were correctly predicted. Therefore, our methodology seems to be efficient to avoid misranking of wrong poses for integrin–antibody complexes. In cases where the rule is inconclusive, we proposed the use of heated molecular dynamics to identify the native pose characterized by RMSDi <0.5 nm. We believe that the set of methods presented here helps in the rational design of anti-integrin antibodies, giving some insights on the development of new biopharmaceuticals.
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spelling pubmed-73644302020-07-17 Guidelines To Predict Binding Poses of Antibody–Integrin Complexes Chaves, Beatriz Sartori, Geraldo R. Vasconcelos, Disraeli C. A. Savino, Wilson Caffarena, Ernesto R. Cotta-de-Almeida, Vinícius da Silva, João H. M. ACS Omega [Image: see text] Integrins are cell adhesion receptors that transmit bidirectional signals across the plasma membrane. They are noncovalently linked heterodimeric molecules consisting of two subunits and act as biomarkers in several pathologies. Thus, according to the increase of therapeutic antibody production, some efforts have been applied to produce anti-integrin antibodies. Here, we purposed to evaluate methods of generation and identification of the binding pose of integrin–antibody complexes, through protein–protein docking and molecular dynamics simulations, and propose a strategy to assure the confidence of the final model and avoid false-positive poses. The results show that ClusPro and GRAMM-X were the best programs to generate the native pose of integrin–antibody complexes. Furthermore, we were able to recover and to ensure that the selected pose is the native one by using a simple rule. All complexes from ClusPro in which the first model had the lowest energy, at least 5% more negative than the second one, were correctly predicted. Therefore, our methodology seems to be efficient to avoid misranking of wrong poses for integrin–antibody complexes. In cases where the rule is inconclusive, we proposed the use of heated molecular dynamics to identify the native pose characterized by RMSDi <0.5 nm. We believe that the set of methods presented here helps in the rational design of anti-integrin antibodies, giving some insights on the development of new biopharmaceuticals. American Chemical Society 2020-06-26 /pmc/articles/PMC7364430/ /pubmed/32685800 http://dx.doi.org/10.1021/acsomega.0c00226 Text en Copyright © 2020 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes.
spellingShingle Chaves, Beatriz
Sartori, Geraldo R.
Vasconcelos, Disraeli C. A.
Savino, Wilson
Caffarena, Ernesto R.
Cotta-de-Almeida, Vinícius
da Silva, João H. M.
Guidelines To Predict Binding Poses of Antibody–Integrin Complexes
title Guidelines To Predict Binding Poses of Antibody–Integrin Complexes
title_full Guidelines To Predict Binding Poses of Antibody–Integrin Complexes
title_fullStr Guidelines To Predict Binding Poses of Antibody–Integrin Complexes
title_full_unstemmed Guidelines To Predict Binding Poses of Antibody–Integrin Complexes
title_short Guidelines To Predict Binding Poses of Antibody–Integrin Complexes
title_sort guidelines to predict binding poses of antibody–integrin complexes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7364430/
https://www.ncbi.nlm.nih.gov/pubmed/32685800
http://dx.doi.org/10.1021/acsomega.0c00226
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