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...
Autores principales: | , , , |
---|---|
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 |