Expediting Disulfiram Assays through a Systematic Analytical Quality by Design Approach

Detalhes bibliográficos
Autor(a) principal: Basso, João
Data de Publicação: 2021
Outros Autores: Ramos, Maria Luísa, Pais, Alberto, Vitorino, Rui, Fortuna, Ana, Vitorino, Carla
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10316/103829
https://doi.org/10.3390/chemosensors9070172
Resumo: An Analytical Quality by Design (AQbD) approach is presented, aiming at the development and validation of an HPLC method for the quantification of disulfiram and copper diethyldithiocarbamate in lipid nanoparticles. Following the definition of the analytical target profile (ATP), encompassing the critical analytical attributes (CAA), a two-level risk assessment strategy (Ishikawa diagram—failure mode and effect analysis (FMEA)) was employed to identify the critical method parameters (CMPs) with an extensive impact on method performance. The behavior of the CMPs (flow rate and mobile phase composition) was further characterized by experimental design, resorting to a face-centered central composite design (FcCCD). Statistical modeling, response surface analysis, and Monte Carlo simulations led to the definition of the Method Operable Design Region (MODR), associated with a negligible risk of failing the predefined CAA specifications. The optimal method was validated according to international regulatory recommendations. Apart from guaranteeing linearity, accuracy, precision, specificity, robustness, and stability, these conditions were found to be suitable for analysis using a different HPLC column and equipment. In a nutshell, the development and optimization strategies, under the comprehensive framework of AQbD, provided an effective, simple, rapid, reliable, and flexible method for routine analysis of the compounds in research or industrial environments.
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spelling Expediting Disulfiram Assays through a Systematic Analytical Quality by Design ApproachAQbDcancercentral composite designcopper diethyldithiocarbamatedisulfiramlipid nanoparticlesliquid chromatographymethod optimizationmethod robustnessMODRAn Analytical Quality by Design (AQbD) approach is presented, aiming at the development and validation of an HPLC method for the quantification of disulfiram and copper diethyldithiocarbamate in lipid nanoparticles. Following the definition of the analytical target profile (ATP), encompassing the critical analytical attributes (CAA), a two-level risk assessment strategy (Ishikawa diagram—failure mode and effect analysis (FMEA)) was employed to identify the critical method parameters (CMPs) with an extensive impact on method performance. The behavior of the CMPs (flow rate and mobile phase composition) was further characterized by experimental design, resorting to a face-centered central composite design (FcCCD). Statistical modeling, response surface analysis, and Monte Carlo simulations led to the definition of the Method Operable Design Region (MODR), associated with a negligible risk of failing the predefined CAA specifications. The optimal method was validated according to international regulatory recommendations. Apart from guaranteeing linearity, accuracy, precision, specificity, robustness, and stability, these conditions were found to be suitable for analysis using a different HPLC column and equipment. In a nutshell, the development and optimization strategies, under the comprehensive framework of AQbD, provided an effective, simple, rapid, reliable, and flexible method for routine analysis of the compounds in research or industrial environments.MDPI2021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10316/103829http://hdl.handle.net/10316/103829https://doi.org/10.3390/chemosensors9070172eng2227-9040Basso, JoãoRamos, Maria LuísaPais, AlbertoVitorino, RuiFortuna, AnaVitorino, Carlainfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-11-30T21:38:26Zoai:estudogeral.uc.pt:10316/103829Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:20:36.034525Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Expediting Disulfiram Assays through a Systematic Analytical Quality by Design Approach
title Expediting Disulfiram Assays through a Systematic Analytical Quality by Design Approach
spellingShingle Expediting Disulfiram Assays through a Systematic Analytical Quality by Design Approach
Basso, João
AQbD
cancer
central composite design
copper diethyldithiocarbamate
disulfiram
lipid nanoparticles
liquid chromatography
method optimization
method robustness
MODR
title_short Expediting Disulfiram Assays through a Systematic Analytical Quality by Design Approach
title_full Expediting Disulfiram Assays through a Systematic Analytical Quality by Design Approach
title_fullStr Expediting Disulfiram Assays through a Systematic Analytical Quality by Design Approach
title_full_unstemmed Expediting Disulfiram Assays through a Systematic Analytical Quality by Design Approach
title_sort Expediting Disulfiram Assays through a Systematic Analytical Quality by Design Approach
author Basso, João
author_facet Basso, João
Ramos, Maria Luísa
Pais, Alberto
Vitorino, Rui
Fortuna, Ana
Vitorino, Carla
author_role author
author2 Ramos, Maria Luísa
Pais, Alberto
Vitorino, Rui
Fortuna, Ana
Vitorino, Carla
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Basso, João
Ramos, Maria Luísa
Pais, Alberto
Vitorino, Rui
Fortuna, Ana
Vitorino, Carla
dc.subject.por.fl_str_mv AQbD
cancer
central composite design
copper diethyldithiocarbamate
disulfiram
lipid nanoparticles
liquid chromatography
method optimization
method robustness
MODR
topic AQbD
cancer
central composite design
copper diethyldithiocarbamate
disulfiram
lipid nanoparticles
liquid chromatography
method optimization
method robustness
MODR
description An Analytical Quality by Design (AQbD) approach is presented, aiming at the development and validation of an HPLC method for the quantification of disulfiram and copper diethyldithiocarbamate in lipid nanoparticles. Following the definition of the analytical target profile (ATP), encompassing the critical analytical attributes (CAA), a two-level risk assessment strategy (Ishikawa diagram—failure mode and effect analysis (FMEA)) was employed to identify the critical method parameters (CMPs) with an extensive impact on method performance. The behavior of the CMPs (flow rate and mobile phase composition) was further characterized by experimental design, resorting to a face-centered central composite design (FcCCD). Statistical modeling, response surface analysis, and Monte Carlo simulations led to the definition of the Method Operable Design Region (MODR), associated with a negligible risk of failing the predefined CAA specifications. The optimal method was validated according to international regulatory recommendations. Apart from guaranteeing linearity, accuracy, precision, specificity, robustness, and stability, these conditions were found to be suitable for analysis using a different HPLC column and equipment. In a nutshell, the development and optimization strategies, under the comprehensive framework of AQbD, provided an effective, simple, rapid, reliable, and flexible method for routine analysis of the compounds in research or industrial environments.
publishDate 2021
dc.date.none.fl_str_mv 2021
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://hdl.handle.net/10316/103829
http://hdl.handle.net/10316/103829
https://doi.org/10.3390/chemosensors9070172
url http://hdl.handle.net/10316/103829
https://doi.org/10.3390/chemosensors9070172
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2227-9040
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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