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Global Analysis of Small Molecule Binding to Related Protein Targets
We report on the integration of pharmacological data and homology information for a large scale analysis of small molecule binding to related targets. Differences in small molecule binding have been assessed for curated pairs of human to rat orthologs and also for recently diverged human paralogs. O...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3257267/ https://www.ncbi.nlm.nih.gov/pubmed/22253582 http://dx.doi.org/10.1371/journal.pcbi.1002333 |
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author | Kruger, Felix A. Overington, John P. |
author_facet | Kruger, Felix A. Overington, John P. |
author_sort | Kruger, Felix A. |
collection | PubMed |
description | We report on the integration of pharmacological data and homology information for a large scale analysis of small molecule binding to related targets. Differences in small molecule binding have been assessed for curated pairs of human to rat orthologs and also for recently diverged human paralogs. Our analysis shows that in general, small molecule binding is conserved for pairs of human to rat orthologs. Using statistical tests, we identified a small number of cases where small molecule binding is different between human and rat, some of which had previously been reported in the literature. Knowledge of species specific pharmacology can be advantageous for drug discovery, where rats are frequently used as a model system. For human paralogs, we demonstrate a global correlation between sequence identity and the binding of small molecules with equivalent affinity. Our findings provide an initial general model relating small molecule binding and sequence divergence, containing the foundations for a general model to anticipate and predict within-target-family selectivity. |
format | Online Article Text |
id | pubmed-3257267 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-32572672012-01-17 Global Analysis of Small Molecule Binding to Related Protein Targets Kruger, Felix A. Overington, John P. PLoS Comput Biol Research Article We report on the integration of pharmacological data and homology information for a large scale analysis of small molecule binding to related targets. Differences in small molecule binding have been assessed for curated pairs of human to rat orthologs and also for recently diverged human paralogs. Our analysis shows that in general, small molecule binding is conserved for pairs of human to rat orthologs. Using statistical tests, we identified a small number of cases where small molecule binding is different between human and rat, some of which had previously been reported in the literature. Knowledge of species specific pharmacology can be advantageous for drug discovery, where rats are frequently used as a model system. For human paralogs, we demonstrate a global correlation between sequence identity and the binding of small molecules with equivalent affinity. Our findings provide an initial general model relating small molecule binding and sequence divergence, containing the foundations for a general model to anticipate and predict within-target-family selectivity. Public Library of Science 2012-01-12 /pmc/articles/PMC3257267/ /pubmed/22253582 http://dx.doi.org/10.1371/journal.pcbi.1002333 Text en Kruger, Overington. 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 Kruger, Felix A. Overington, John P. Global Analysis of Small Molecule Binding to Related Protein Targets |
title | Global Analysis of Small Molecule Binding to Related Protein Targets |
title_full | Global Analysis of Small Molecule Binding to Related Protein Targets |
title_fullStr | Global Analysis of Small Molecule Binding to Related Protein Targets |
title_full_unstemmed | Global Analysis of Small Molecule Binding to Related Protein Targets |
title_short | Global Analysis of Small Molecule Binding to Related Protein Targets |
title_sort | global analysis of small molecule binding to related protein targets |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3257267/ https://www.ncbi.nlm.nih.gov/pubmed/22253582 http://dx.doi.org/10.1371/journal.pcbi.1002333 |
work_keys_str_mv | AT krugerfelixa globalanalysisofsmallmoleculebindingtorelatedproteintargets AT overingtonjohnp globalanalysisofsmallmoleculebindingtorelatedproteintargets |