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Shape Theory Applied to Molecular Docking and Automatic Localization of Ligand Binding Pockets in Large Proteins

[Image: see text] Automatic search of cavities and binding mode analysis between a ligand and a 3D protein receptor are challenging problems in drug design or repositioning. We propose a solution based on a shape theory theorem for an invariant coupled system of ligand–protein. The theorem provides...

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Autores principales: Ramírez-Velásquez, Iliana, Bedoya-Calle, Álvaro H., Vélez, Ederley, Caro-Lopera, Francisco J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9773186/
https://www.ncbi.nlm.nih.gov/pubmed/36570297
http://dx.doi.org/10.1021/acsomega.2c02227
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author Ramírez-Velásquez, Iliana
Bedoya-Calle, Álvaro H.
Vélez, Ederley
Caro-Lopera, Francisco J.
author_facet Ramírez-Velásquez, Iliana
Bedoya-Calle, Álvaro H.
Vélez, Ederley
Caro-Lopera, Francisco J.
author_sort Ramírez-Velásquez, Iliana
collection PubMed
description [Image: see text] Automatic search of cavities and binding mode analysis between a ligand and a 3D protein receptor are challenging problems in drug design or repositioning. We propose a solution based on a shape theory theorem for an invariant coupled system of ligand–protein. The theorem provides a matrix representation with the exact formulas to be implemented in an algorithm. The method involves the following results: (1) exact formulae for the shape coordinates of a located-rotated invariant coupled system; (2) a parameterized search based on a suitable domain of van der Waals radii; (3) a scoring function for the discrimination of sites by measuring the distance between two invariant coupled systems including the atomic mass; (4) a matrix representation of the Lennard-Jones potential type 6–12 and 6–10 as the punctuation function of the algorithm for a molecular docking; and (5) the optimal molecular docking as a solution of an optimization problem based on the exploration of an exhaustive set of rotations. We apply the method in the xanthine oxidase protein with the following ligands: hypoxanthine, febuxostat, and chlorogenic acid. The results show automatic cavity detection and molecular docking not assisted by experts with meaningful amino acid interactions. The method finds better affinities than the expert software for known published cavities.
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spelling pubmed-97731862022-12-23 Shape Theory Applied to Molecular Docking and Automatic Localization of Ligand Binding Pockets in Large Proteins Ramírez-Velásquez, Iliana Bedoya-Calle, Álvaro H. Vélez, Ederley Caro-Lopera, Francisco J. ACS Omega [Image: see text] Automatic search of cavities and binding mode analysis between a ligand and a 3D protein receptor are challenging problems in drug design or repositioning. We propose a solution based on a shape theory theorem for an invariant coupled system of ligand–protein. The theorem provides a matrix representation with the exact formulas to be implemented in an algorithm. The method involves the following results: (1) exact formulae for the shape coordinates of a located-rotated invariant coupled system; (2) a parameterized search based on a suitable domain of van der Waals radii; (3) a scoring function for the discrimination of sites by measuring the distance between two invariant coupled systems including the atomic mass; (4) a matrix representation of the Lennard-Jones potential type 6–12 and 6–10 as the punctuation function of the algorithm for a molecular docking; and (5) the optimal molecular docking as a solution of an optimization problem based on the exploration of an exhaustive set of rotations. We apply the method in the xanthine oxidase protein with the following ligands: hypoxanthine, febuxostat, and chlorogenic acid. The results show automatic cavity detection and molecular docking not assisted by experts with meaningful amino acid interactions. The method finds better affinities than the expert software for known published cavities. American Chemical Society 2022-12-06 /pmc/articles/PMC9773186/ /pubmed/36570297 http://dx.doi.org/10.1021/acsomega.2c02227 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Ramírez-Velásquez, Iliana
Bedoya-Calle, Álvaro H.
Vélez, Ederley
Caro-Lopera, Francisco J.
Shape Theory Applied to Molecular Docking and Automatic Localization of Ligand Binding Pockets in Large Proteins
title Shape Theory Applied to Molecular Docking and Automatic Localization of Ligand Binding Pockets in Large Proteins
title_full Shape Theory Applied to Molecular Docking and Automatic Localization of Ligand Binding Pockets in Large Proteins
title_fullStr Shape Theory Applied to Molecular Docking and Automatic Localization of Ligand Binding Pockets in Large Proteins
title_full_unstemmed Shape Theory Applied to Molecular Docking and Automatic Localization of Ligand Binding Pockets in Large Proteins
title_short Shape Theory Applied to Molecular Docking and Automatic Localization of Ligand Binding Pockets in Large Proteins
title_sort shape theory applied to molecular docking and automatic localization of ligand binding pockets in large proteins
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9773186/
https://www.ncbi.nlm.nih.gov/pubmed/36570297
http://dx.doi.org/10.1021/acsomega.2c02227
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