Computational and experimental approaches for development of methotrexate nanosuspensions by bottom-up nanoprecipitation

Detalhes bibliográficos
Autor(a) principal: dos Santos, Aline Martins [UNESP]
Data de Publicação: 2017
Outros Autores: Carvalho, Flávia Chiva, Teixeira, Deiver Alessandro, Azevedo, David Lima, de Barros, Wander Miguel, Gremião, Maria Palmira Daflon [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.ijpharm.2017.03.068
http://hdl.handle.net/11449/178792
Resumo: Development of nanosuspensions offers a promising tool for formulations involving poorly water-soluble drugs. In this study, methotrexate (MTX) nanosuspensions were prepared using a bottom-up process based on acid-base neutralization reactions. Computational studies were performed to determine structural and electronic properties for isolated molecules and molecular clusters in order to evaluate the mechanism of MTX nanoparticle formation. Computational results indicated that the clusters in zwitterionic and cationic states presented larger dimensions and higher energies of interaction between MTX molecules, which favored aggregation. In contrast, the clusters in the anionic state exhibited lower energies of interaction, indicating aggregation was less likely to occur. Experimental results indicated that the higher the HCl proportion during drug precipitation, the greater the particle size, resulting in micrometric particles (2874–7308 nm) (cationic and zwitterionic forms). However, MTX nanoparticles ranging in size from 132 to 186 nm were formed using the lowest HCl proportion during drug precipitation (anionic form). In vitro release profiles indicated that the drug release rate from nanosuspension was increased (approximately 2.6 times) over that of the raw material. Overall, computational modeling and experimental analysis were complementary and assisted in the rational design of the nanosuspension based on acid-base reactions.
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spelling Computational and experimental approaches for development of methotrexate nanosuspensions by bottom-up nanoprecipitationAcid-base neutralizationBottom-up processComputational modelingMethotrexateNanosuspensionsDevelopment of nanosuspensions offers a promising tool for formulations involving poorly water-soluble drugs. In this study, methotrexate (MTX) nanosuspensions were prepared using a bottom-up process based on acid-base neutralization reactions. Computational studies were performed to determine structural and electronic properties for isolated molecules and molecular clusters in order to evaluate the mechanism of MTX nanoparticle formation. Computational results indicated that the clusters in zwitterionic and cationic states presented larger dimensions and higher energies of interaction between MTX molecules, which favored aggregation. In contrast, the clusters in the anionic state exhibited lower energies of interaction, indicating aggregation was less likely to occur. Experimental results indicated that the higher the HCl proportion during drug precipitation, the greater the particle size, resulting in micrometric particles (2874–7308 nm) (cationic and zwitterionic forms). However, MTX nanoparticles ranging in size from 132 to 186 nm were formed using the lowest HCl proportion during drug precipitation (anionic form). In vitro release profiles indicated that the drug release rate from nanosuspension was increased (approximately 2.6 times) over that of the raw material. Overall, computational modeling and experimental analysis were complementary and assisted in the rational design of the nanosuspension based on acid-base reactions.Department of Drugs and Pharmaceutics Faculty of Pharmaceutical Sciences São Paulo State University-UNESPFaculty of Pharmaceutical Sciences Federal University of Alfenas-UNIFALFederal Institute of Mato Grosso-IFMTInstitute of Physical—University of Brasília-UnBDepartment of Drugs and Pharmaceutics Faculty of Pharmaceutical Sciences São Paulo State University-UNESPUniversidade Estadual Paulista (Unesp)Federal University of Alfenas-UNIFALFederal Institute of Mato Grosso-IFMTInstitute of Physical—University of Brasília-UnBdos Santos, Aline Martins [UNESP]Carvalho, Flávia ChivaTeixeira, Deiver AlessandroAzevedo, David Limade Barros, Wander MiguelGremião, Maria Palmira Daflon [UNESP]2018-12-11T17:32:06Z2018-12-11T17:32:06Z2017-05-30info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article330-338application/pdfhttp://dx.doi.org/10.1016/j.ijpharm.2017.03.068International Journal of Pharmaceutics, v. 524, n. 1-2, p. 330-338, 2017.1873-34760378-5173http://hdl.handle.net/11449/17879210.1016/j.ijpharm.2017.03.0682-s2.0-850173996332-s2.0-85017399633.pdf9129780536724256Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengInternational Journal of Pharmaceutics1,172info:eu-repo/semantics/openAccess2024-06-24T13:46:11Zoai:repositorio.unesp.br:11449/178792Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-06-24T13:46:11Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Computational and experimental approaches for development of methotrexate nanosuspensions by bottom-up nanoprecipitation
title Computational and experimental approaches for development of methotrexate nanosuspensions by bottom-up nanoprecipitation
spellingShingle Computational and experimental approaches for development of methotrexate nanosuspensions by bottom-up nanoprecipitation
dos Santos, Aline Martins [UNESP]
Acid-base neutralization
Bottom-up process
Computational modeling
Methotrexate
Nanosuspensions
title_short Computational and experimental approaches for development of methotrexate nanosuspensions by bottom-up nanoprecipitation
title_full Computational and experimental approaches for development of methotrexate nanosuspensions by bottom-up nanoprecipitation
title_fullStr Computational and experimental approaches for development of methotrexate nanosuspensions by bottom-up nanoprecipitation
title_full_unstemmed Computational and experimental approaches for development of methotrexate nanosuspensions by bottom-up nanoprecipitation
title_sort Computational and experimental approaches for development of methotrexate nanosuspensions by bottom-up nanoprecipitation
author dos Santos, Aline Martins [UNESP]
author_facet dos Santos, Aline Martins [UNESP]
Carvalho, Flávia Chiva
Teixeira, Deiver Alessandro
Azevedo, David Lima
de Barros, Wander Miguel
Gremião, Maria Palmira Daflon [UNESP]
author_role author
author2 Carvalho, Flávia Chiva
Teixeira, Deiver Alessandro
Azevedo, David Lima
de Barros, Wander Miguel
Gremião, Maria Palmira Daflon [UNESP]
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Federal University of Alfenas-UNIFAL
Federal Institute of Mato Grosso-IFMT
Institute of Physical—University of Brasília-UnB
dc.contributor.author.fl_str_mv dos Santos, Aline Martins [UNESP]
Carvalho, Flávia Chiva
Teixeira, Deiver Alessandro
Azevedo, David Lima
de Barros, Wander Miguel
Gremião, Maria Palmira Daflon [UNESP]
dc.subject.por.fl_str_mv Acid-base neutralization
Bottom-up process
Computational modeling
Methotrexate
Nanosuspensions
topic Acid-base neutralization
Bottom-up process
Computational modeling
Methotrexate
Nanosuspensions
description Development of nanosuspensions offers a promising tool for formulations involving poorly water-soluble drugs. In this study, methotrexate (MTX) nanosuspensions were prepared using a bottom-up process based on acid-base neutralization reactions. Computational studies were performed to determine structural and electronic properties for isolated molecules and molecular clusters in order to evaluate the mechanism of MTX nanoparticle formation. Computational results indicated that the clusters in zwitterionic and cationic states presented larger dimensions and higher energies of interaction between MTX molecules, which favored aggregation. In contrast, the clusters in the anionic state exhibited lower energies of interaction, indicating aggregation was less likely to occur. Experimental results indicated that the higher the HCl proportion during drug precipitation, the greater the particle size, resulting in micrometric particles (2874–7308 nm) (cationic and zwitterionic forms). However, MTX nanoparticles ranging in size from 132 to 186 nm were formed using the lowest HCl proportion during drug precipitation (anionic form). In vitro release profiles indicated that the drug release rate from nanosuspension was increased (approximately 2.6 times) over that of the raw material. Overall, computational modeling and experimental analysis were complementary and assisted in the rational design of the nanosuspension based on acid-base reactions.
publishDate 2017
dc.date.none.fl_str_mv 2017-05-30
2018-12-11T17:32:06Z
2018-12-11T17:32:06Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.ijpharm.2017.03.068
International Journal of Pharmaceutics, v. 524, n. 1-2, p. 330-338, 2017.
1873-3476
0378-5173
http://hdl.handle.net/11449/178792
10.1016/j.ijpharm.2017.03.068
2-s2.0-85017399633
2-s2.0-85017399633.pdf
9129780536724256
url http://dx.doi.org/10.1016/j.ijpharm.2017.03.068
http://hdl.handle.net/11449/178792
identifier_str_mv International Journal of Pharmaceutics, v. 524, n. 1-2, p. 330-338, 2017.
1873-3476
0378-5173
10.1016/j.ijpharm.2017.03.068
2-s2.0-85017399633
2-s2.0-85017399633.pdf
9129780536724256
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv International Journal of Pharmaceutics
1,172
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 330-338
application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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