Cargando…

A Tunable Coarse-Grained Model for Ligand-Receptor Interaction

Cell-surface receptors are the most common target for therapeutic drugs. The design and optimization of next generation synthetic drugs require a detailed understanding of the interaction with their corresponding receptors. Mathematical approximations to study ligand-receptor systems based on reacti...

Descripción completa

Detalles Bibliográficos
Autores principales: Ruiz-Herrero, Teresa, Estrada, Javier, Guantes, Raúl, Miguez, David G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3828130/
https://www.ncbi.nlm.nih.gov/pubmed/24244115
http://dx.doi.org/10.1371/journal.pcbi.1003274
_version_ 1782291183687434240
author Ruiz-Herrero, Teresa
Estrada, Javier
Guantes, Raúl
Miguez, David G.
author_facet Ruiz-Herrero, Teresa
Estrada, Javier
Guantes, Raúl
Miguez, David G.
author_sort Ruiz-Herrero, Teresa
collection PubMed
description Cell-surface receptors are the most common target for therapeutic drugs. The design and optimization of next generation synthetic drugs require a detailed understanding of the interaction with their corresponding receptors. Mathematical approximations to study ligand-receptor systems based on reaction kinetics strongly simplify the spatial constraints of the interaction, while full atomistic ligand-receptor models do not allow for a statistical many-particle analysis, due to their high computational requirements. Here we present a generic coarse-grained model for ligand-receptor systems that accounts for the essential spatial characteristics of the interaction, while allowing statistical analysis. The model captures the main features of ligand-receptor kinetics, such as diffusion dependence of affinity and dissociation rates. Our model is used to characterize chimeric compounds, designed to take advantage of the receptor over-expression phenotype of certain diseases to selectively target unhealthy cells. Molecular dynamics simulations of chimeric ligands are used to study how selectivity can be optimized based on receptor abundance, ligand-receptor affinity and length of the linker between both ligand subunits. Overall, this coarse-grained model is a useful approximation in the study of systems with complex ligand-receptor interactions or spatial constraints.
format Online
Article
Text
id pubmed-3828130
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-38281302013-11-16 A Tunable Coarse-Grained Model for Ligand-Receptor Interaction Ruiz-Herrero, Teresa Estrada, Javier Guantes, Raúl Miguez, David G. PLoS Comput Biol Research Article Cell-surface receptors are the most common target for therapeutic drugs. The design and optimization of next generation synthetic drugs require a detailed understanding of the interaction with their corresponding receptors. Mathematical approximations to study ligand-receptor systems based on reaction kinetics strongly simplify the spatial constraints of the interaction, while full atomistic ligand-receptor models do not allow for a statistical many-particle analysis, due to their high computational requirements. Here we present a generic coarse-grained model for ligand-receptor systems that accounts for the essential spatial characteristics of the interaction, while allowing statistical analysis. The model captures the main features of ligand-receptor kinetics, such as diffusion dependence of affinity and dissociation rates. Our model is used to characterize chimeric compounds, designed to take advantage of the receptor over-expression phenotype of certain diseases to selectively target unhealthy cells. Molecular dynamics simulations of chimeric ligands are used to study how selectivity can be optimized based on receptor abundance, ligand-receptor affinity and length of the linker between both ligand subunits. Overall, this coarse-grained model is a useful approximation in the study of systems with complex ligand-receptor interactions or spatial constraints. Public Library of Science 2013-11-14 /pmc/articles/PMC3828130/ /pubmed/24244115 http://dx.doi.org/10.1371/journal.pcbi.1003274 Text en © 2013 Ruiz-Herrero et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Ruiz-Herrero, Teresa
Estrada, Javier
Guantes, Raúl
Miguez, David G.
A Tunable Coarse-Grained Model for Ligand-Receptor Interaction
title A Tunable Coarse-Grained Model for Ligand-Receptor Interaction
title_full A Tunable Coarse-Grained Model for Ligand-Receptor Interaction
title_fullStr A Tunable Coarse-Grained Model for Ligand-Receptor Interaction
title_full_unstemmed A Tunable Coarse-Grained Model for Ligand-Receptor Interaction
title_short A Tunable Coarse-Grained Model for Ligand-Receptor Interaction
title_sort tunable coarse-grained model for ligand-receptor interaction
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3828130/
https://www.ncbi.nlm.nih.gov/pubmed/24244115
http://dx.doi.org/10.1371/journal.pcbi.1003274
work_keys_str_mv AT ruizherreroteresa atunablecoarsegrainedmodelforligandreceptorinteraction
AT estradajavier atunablecoarsegrainedmodelforligandreceptorinteraction
AT guantesraul atunablecoarsegrainedmodelforligandreceptorinteraction
AT miguezdavidg atunablecoarsegrainedmodelforligandreceptorinteraction
AT ruizherreroteresa tunablecoarsegrainedmodelforligandreceptorinteraction
AT estradajavier tunablecoarsegrainedmodelforligandreceptorinteraction
AT guantesraul tunablecoarsegrainedmodelforligandreceptorinteraction
AT miguezdavidg tunablecoarsegrainedmodelforligandreceptorinteraction