Loading…

Study of Interaction Energies between PAMAM Dendrimer and non-Steroidal Anti-Inflammatory Drug Using a Distributed Computational Strategy and Experimental Analysis by ESI-MS/MS

The structure of a dendrimer exhibits a large number of internal and superficial cavities, which can be exploited, to capture and deliver small organic molecules, enabling their use in drug delivery. Structure-based modeling and quantum mechanical studies can be used to accurately understand the int...

Full description

Saved in:
Bibliographic Details
Published in:The journal of physical chemistry. B 2012-02, Vol.116 (7), p.2031-2039
Main Authors: Avila-Salas, Fabián, Sandoval, Claudia, Caballero, Julio, Guiñez-Molinos, Sergio, Santos, Leonardo S., Cachau, Raúl E., González-Nilo, Fernando D.
Format: Article
Language:English
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites
container_end_page 2039
container_issue 7
container_start_page 2031
container_title The journal of physical chemistry. B
container_volume 116
creator Avila-Salas, Fabián
Sandoval, Claudia
Caballero, Julio
Guiñez-Molinos, Sergio
Santos, Leonardo S.
Cachau, Raúl E.
González-Nilo, Fernando D.
description The structure of a dendrimer exhibits a large number of internal and superficial cavities, which can be exploited, to capture and deliver small organic molecules, enabling their use in drug delivery. Structure-based modeling and quantum mechanical studies can be used to accurately understand the interactions between functionalized dendrimers and molecules of pharmaceutical and industrial interest. In this study, we implemented a Metropolis Monte Carlo algorithm to calculate the interaction energy of dendrimer–drug complexes, which can be used for in silico prediction of dendrimer–drug affinity. Initially, a large-scale sampling of different dendrimer–drug conformations were generated using Euler angles. Then, each conformation was distributed on different nodes of a GRID computational system; where its interaction energy was calculate by semi-empirical quantum mechanical methods. These energy calculations were performed for four different non-steroidal anti-inflammatory drugs, each showing different affinities for PAMAM–G4 dendrimer. The affinities were also characterized experimentally by using Cooks’ kinetic method to calculate PAMAM–drug dissociation constants. The quantitative structure–activity relationship between the interaction energies and dissociation constants showed statistical correlations with r 2 > 0.9.
doi_str_mv 10.1021/jp2069122
format article
fullrecord <record><control><sourceid>pubmedcentral</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_3295542</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>pubmedcentral_primary_oai_pubmedcentral_nih_gov_3295542</sourcerecordid><originalsourceid>FETCH-pubmedcentral_primary_oai_pubmedcentral_nih_gov_32955423</originalsourceid><addsrcrecordid>eNqljs9Kw0AQhxdRbP1z8A3mBWI32yTai1DaiD0EhOg5TJtJ3JLMht2NmrfyEU1LL549DDPw4_t-I8RdKO9DqcLZvlMyWYRKnYlpGCsZjPNwfrqTUCYTceXcXkoVq8fkUkyUmqsoihdT8ZP7vhzAVLBhTxZ3XhuGlMnWmhxsyX8RMbwus2UGa-LS6pYsIJfAhoN8ZIwusYElex1suGqwbdEbO8Da9jW8O801IKy181Zve08lrEzb9R4PTSOYe4ue6uHoTL87OjSwPyqxGZwevxggzTdBls-y_EZcVNg4uj3ta_H0nL6tXoKu37ZU7kbUYlN0owXtUBjUxd-E9UdRm89irhZxHKn5vwW_hoh_cg</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Study of Interaction Energies between PAMAM Dendrimer and non-Steroidal Anti-Inflammatory Drug Using a Distributed Computational Strategy and Experimental Analysis by ESI-MS/MS</title><source>American Chemical Society:Jisc Collections:American Chemical Society Read &amp; Publish Agreement 2022-2024 (Reading list)</source><creator>Avila-Salas, Fabián ; Sandoval, Claudia ; Caballero, Julio ; Guiñez-Molinos, Sergio ; Santos, Leonardo S. ; Cachau, Raúl E. ; González-Nilo, Fernando D.</creator><creatorcontrib>Avila-Salas, Fabián ; Sandoval, Claudia ; Caballero, Julio ; Guiñez-Molinos, Sergio ; Santos, Leonardo S. ; Cachau, Raúl E. ; González-Nilo, Fernando D.</creatorcontrib><description>The structure of a dendrimer exhibits a large number of internal and superficial cavities, which can be exploited, to capture and deliver small organic molecules, enabling their use in drug delivery. Structure-based modeling and quantum mechanical studies can be used to accurately understand the interactions between functionalized dendrimers and molecules of pharmaceutical and industrial interest. In this study, we implemented a Metropolis Monte Carlo algorithm to calculate the interaction energy of dendrimer–drug complexes, which can be used for in silico prediction of dendrimer–drug affinity. Initially, a large-scale sampling of different dendrimer–drug conformations were generated using Euler angles. Then, each conformation was distributed on different nodes of a GRID computational system; where its interaction energy was calculate by semi-empirical quantum mechanical methods. These energy calculations were performed for four different non-steroidal anti-inflammatory drugs, each showing different affinities for PAMAM–G4 dendrimer. The affinities were also characterized experimentally by using Cooks’ kinetic method to calculate PAMAM–drug dissociation constants. The quantitative structure–activity relationship between the interaction energies and dissociation constants showed statistical correlations with r 2 &gt; 0.9.</description><identifier>ISSN: 1520-6106</identifier><identifier>EISSN: 1520-5207</identifier><identifier>DOI: 10.1021/jp2069122</identifier><identifier>PMID: 22324459</identifier><language>eng</language><ispartof>The journal of physical chemistry. B, 2012-02, Vol.116 (7), p.2031-2039</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27922,27923</link.rule.ids></links><search><creatorcontrib>Avila-Salas, Fabián</creatorcontrib><creatorcontrib>Sandoval, Claudia</creatorcontrib><creatorcontrib>Caballero, Julio</creatorcontrib><creatorcontrib>Guiñez-Molinos, Sergio</creatorcontrib><creatorcontrib>Santos, Leonardo S.</creatorcontrib><creatorcontrib>Cachau, Raúl E.</creatorcontrib><creatorcontrib>González-Nilo, Fernando D.</creatorcontrib><title>Study of Interaction Energies between PAMAM Dendrimer and non-Steroidal Anti-Inflammatory Drug Using a Distributed Computational Strategy and Experimental Analysis by ESI-MS/MS</title><title>The journal of physical chemistry. B</title><description>The structure of a dendrimer exhibits a large number of internal and superficial cavities, which can be exploited, to capture and deliver small organic molecules, enabling their use in drug delivery. Structure-based modeling and quantum mechanical studies can be used to accurately understand the interactions between functionalized dendrimers and molecules of pharmaceutical and industrial interest. In this study, we implemented a Metropolis Monte Carlo algorithm to calculate the interaction energy of dendrimer–drug complexes, which can be used for in silico prediction of dendrimer–drug affinity. Initially, a large-scale sampling of different dendrimer–drug conformations were generated using Euler angles. Then, each conformation was distributed on different nodes of a GRID computational system; where its interaction energy was calculate by semi-empirical quantum mechanical methods. These energy calculations were performed for four different non-steroidal anti-inflammatory drugs, each showing different affinities for PAMAM–G4 dendrimer. The affinities were also characterized experimentally by using Cooks’ kinetic method to calculate PAMAM–drug dissociation constants. The quantitative structure–activity relationship between the interaction energies and dissociation constants showed statistical correlations with r 2 &gt; 0.9.</description><issn>1520-6106</issn><issn>1520-5207</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNqljs9Kw0AQhxdRbP1z8A3mBWI32yTai1DaiD0EhOg5TJtJ3JLMht2NmrfyEU1LL549DDPw4_t-I8RdKO9DqcLZvlMyWYRKnYlpGCsZjPNwfrqTUCYTceXcXkoVq8fkUkyUmqsoihdT8ZP7vhzAVLBhTxZ3XhuGlMnWmhxsyX8RMbwus2UGa-LS6pYsIJfAhoN8ZIwusYElex1suGqwbdEbO8Da9jW8O801IKy181Zve08lrEzb9R4PTSOYe4ue6uHoTL87OjSwPyqxGZwevxggzTdBls-y_EZcVNg4uj3ta_H0nL6tXoKu37ZU7kbUYlN0owXtUBjUxd-E9UdRm89irhZxHKn5vwW_hoh_cg</recordid><startdate>20120210</startdate><enddate>20120210</enddate><creator>Avila-Salas, Fabián</creator><creator>Sandoval, Claudia</creator><creator>Caballero, Julio</creator><creator>Guiñez-Molinos, Sergio</creator><creator>Santos, Leonardo S.</creator><creator>Cachau, Raúl E.</creator><creator>González-Nilo, Fernando D.</creator><scope>5PM</scope></search><sort><creationdate>20120210</creationdate><title>Study of Interaction Energies between PAMAM Dendrimer and non-Steroidal Anti-Inflammatory Drug Using a Distributed Computational Strategy and Experimental Analysis by ESI-MS/MS</title><author>Avila-Salas, Fabián ; Sandoval, Claudia ; Caballero, Julio ; Guiñez-Molinos, Sergio ; Santos, Leonardo S. ; Cachau, Raúl E. ; González-Nilo, Fernando D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-pubmedcentral_primary_oai_pubmedcentral_nih_gov_32955423</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Avila-Salas, Fabián</creatorcontrib><creatorcontrib>Sandoval, Claudia</creatorcontrib><creatorcontrib>Caballero, Julio</creatorcontrib><creatorcontrib>Guiñez-Molinos, Sergio</creatorcontrib><creatorcontrib>Santos, Leonardo S.</creatorcontrib><creatorcontrib>Cachau, Raúl E.</creatorcontrib><creatorcontrib>González-Nilo, Fernando D.</creatorcontrib><collection>PubMed Central (Full Participant titles)</collection><jtitle>The journal of physical chemistry. B</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Avila-Salas, Fabián</au><au>Sandoval, Claudia</au><au>Caballero, Julio</au><au>Guiñez-Molinos, Sergio</au><au>Santos, Leonardo S.</au><au>Cachau, Raúl E.</au><au>González-Nilo, Fernando D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Study of Interaction Energies between PAMAM Dendrimer and non-Steroidal Anti-Inflammatory Drug Using a Distributed Computational Strategy and Experimental Analysis by ESI-MS/MS</atitle><jtitle>The journal of physical chemistry. B</jtitle><date>2012-02-10</date><risdate>2012</risdate><volume>116</volume><issue>7</issue><spage>2031</spage><epage>2039</epage><pages>2031-2039</pages><issn>1520-6106</issn><eissn>1520-5207</eissn><abstract>The structure of a dendrimer exhibits a large number of internal and superficial cavities, which can be exploited, to capture and deliver small organic molecules, enabling their use in drug delivery. Structure-based modeling and quantum mechanical studies can be used to accurately understand the interactions between functionalized dendrimers and molecules of pharmaceutical and industrial interest. In this study, we implemented a Metropolis Monte Carlo algorithm to calculate the interaction energy of dendrimer–drug complexes, which can be used for in silico prediction of dendrimer–drug affinity. Initially, a large-scale sampling of different dendrimer–drug conformations were generated using Euler angles. Then, each conformation was distributed on different nodes of a GRID computational system; where its interaction energy was calculate by semi-empirical quantum mechanical methods. These energy calculations were performed for four different non-steroidal anti-inflammatory drugs, each showing different affinities for PAMAM–G4 dendrimer. The affinities were also characterized experimentally by using Cooks’ kinetic method to calculate PAMAM–drug dissociation constants. The quantitative structure–activity relationship between the interaction energies and dissociation constants showed statistical correlations with r 2 &gt; 0.9.</abstract><pmid>22324459</pmid><doi>10.1021/jp2069122</doi></addata></record>
fulltext fulltext
identifier ISSN: 1520-6106
ispartof The journal of physical chemistry. B, 2012-02, Vol.116 (7), p.2031-2039
issn 1520-6106
1520-5207
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_3295542
source American Chemical Society:Jisc Collections:American Chemical Society Read & Publish Agreement 2022-2024 (Reading list)
title Study of Interaction Energies between PAMAM Dendrimer and non-Steroidal Anti-Inflammatory Drug Using a Distributed Computational Strategy and Experimental Analysis by ESI-MS/MS
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-09T23%3A04%3A46IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-pubmedcentral&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Study%20of%20Interaction%20Energies%20between%20PAMAM%20Dendrimer%20and%20non-Steroidal%20Anti-Inflammatory%20Drug%20Using%20a%20Distributed%20Computational%20Strategy%20and%20Experimental%20Analysis%20by%20ESI-MS/MS&rft.jtitle=The%20journal%20of%20physical%20chemistry.%20B&rft.au=Avila-Salas,%20Fabi%C3%A1n&rft.date=2012-02-10&rft.volume=116&rft.issue=7&rft.spage=2031&rft.epage=2039&rft.pages=2031-2039&rft.issn=1520-6106&rft.eissn=1520-5207&rft_id=info:doi/10.1021/jp2069122&rft_dat=%3Cpubmedcentral%3Epubmedcentral_primary_oai_pubmedcentral_nih_gov_3295542%3C/pubmedcentral%3E%3Cgrp_id%3Ecdi_FETCH-pubmedcentral_primary_oai_pubmedcentral_nih_gov_32955423%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/22324459&rfr_iscdi=true