A feasible classification method of wet masses to predict pellet formation of powdered herbal slices

Detalhes bibliográficos
Autor(a) principal: Zhou, Yang
Data de Publicação: 2022
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian Journal of Pharmaceutical Sciences
Texto Completo: https://www.revistas.usp.br/bjps/article/view/204112
Resumo: The aim of the current study was to explore the correlation between physical properties of wet masses and pellet quality by using powdered herbal slices as model drugs. Wet masses with 100 formulations were prepared by taking 20 kinds of powdered herbal slices as model drugs, microcrystalline cellulose as pelletization aid and five levels of added water as liquid binder. Physical properties of the wet masses such as hardness, adhesiveness, springiness, cohesiveness, chewiness, and resilience were measured by a texture analyzer. Meanwhile, the moisture retention capacities (MRC) of powdered herbal slices and wet masses were determined. Particles were classified after they were produced during spheronization. Principal component analysis, factor analysis and classification analysis were performed on the data. Wet masses could be classified into three groups by taking Ha as the first classification index and Ha/Sp as the second classification index. The correct rate of the classification was 91.00%. If Ha value of wet masses was greater than 15610 g, pellets of type ① would form, otherwise, pellets of type ② or type ③ would form based on Ha/Sp value. Then a classification plot of wet masses was developed to predict pellet formation of powdered herbal slices. Meanwhile, theprobable mechanism of pellets formation during spheronisation was concluded in this study, which provided useful information to improve pellet quality.
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spelling A feasible classification method of wet masses to predict pellet formation of powdered herbal slicesExtrusion-spheronization. Physical properties. Wet mass. Powdered herbal slices. Principal component analysis.The aim of the current study was to explore the correlation between physical properties of wet masses and pellet quality by using powdered herbal slices as model drugs. Wet masses with 100 formulations were prepared by taking 20 kinds of powdered herbal slices as model drugs, microcrystalline cellulose as pelletization aid and five levels of added water as liquid binder. Physical properties of the wet masses such as hardness, adhesiveness, springiness, cohesiveness, chewiness, and resilience were measured by a texture analyzer. Meanwhile, the moisture retention capacities (MRC) of powdered herbal slices and wet masses were determined. Particles were classified after they were produced during spheronization. Principal component analysis, factor analysis and classification analysis were performed on the data. Wet masses could be classified into three groups by taking Ha as the first classification index and Ha/Sp as the second classification index. The correct rate of the classification was 91.00%. If Ha value of wet masses was greater than 15610 g, pellets of type ① would form, otherwise, pellets of type ② or type ③ would form based on Ha/Sp value. Then a classification plot of wet masses was developed to predict pellet formation of powdered herbal slices. Meanwhile, theprobable mechanism of pellets formation during spheronisation was concluded in this study, which provided useful information to improve pellet quality.Universidade de São Paulo. Faculdade de Ciências Farmacêuticas2022-11-09info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttps://www.revistas.usp.br/bjps/article/view/20411210.1590/s2175-979020200004181079Brazilian Journal of Pharmaceutical Sciences; Vol. 57 (2021)Brazilian Journal of Pharmaceutical Sciences; v. 57 (2021)Brazilian Journal of Pharmaceutical Sciences; Vol. 57 (2021)2175-97901984-8250reponame:Brazilian Journal of Pharmaceutical Sciencesinstname:Universidade de São Paulo (USP)instacron:USPenghttps://www.revistas.usp.br/bjps/article/view/204112/187730Copyright (c) 2022 Brazilian Journal of Pharmaceutical Scienceshttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessZhou, Yang2022-11-09T19:25:31Zoai:revistas.usp.br:article/204112Revistahttps://www.revistas.usp.br/bjps/indexPUBhttps://old.scielo.br/oai/scielo-oai.phpbjps@usp.br||elizabeth.igne@gmail.com2175-97901984-8250opendoar:2022-11-09T19:25:31Brazilian Journal of Pharmaceutical Sciences - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv A feasible classification method of wet masses to predict pellet formation of powdered herbal slices
title A feasible classification method of wet masses to predict pellet formation of powdered herbal slices
spellingShingle A feasible classification method of wet masses to predict pellet formation of powdered herbal slices
Zhou, Yang
Extrusion-spheronization. Physical properties. Wet mass. Powdered herbal slices. Principal component analysis.
title_short A feasible classification method of wet masses to predict pellet formation of powdered herbal slices
title_full A feasible classification method of wet masses to predict pellet formation of powdered herbal slices
title_fullStr A feasible classification method of wet masses to predict pellet formation of powdered herbal slices
title_full_unstemmed A feasible classification method of wet masses to predict pellet formation of powdered herbal slices
title_sort A feasible classification method of wet masses to predict pellet formation of powdered herbal slices
author Zhou, Yang
author_facet Zhou, Yang
author_role author
dc.contributor.author.fl_str_mv Zhou, Yang
dc.subject.por.fl_str_mv Extrusion-spheronization. Physical properties. Wet mass. Powdered herbal slices. Principal component analysis.
topic Extrusion-spheronization. Physical properties. Wet mass. Powdered herbal slices. Principal component analysis.
description The aim of the current study was to explore the correlation between physical properties of wet masses and pellet quality by using powdered herbal slices as model drugs. Wet masses with 100 formulations were prepared by taking 20 kinds of powdered herbal slices as model drugs, microcrystalline cellulose as pelletization aid and five levels of added water as liquid binder. Physical properties of the wet masses such as hardness, adhesiveness, springiness, cohesiveness, chewiness, and resilience were measured by a texture analyzer. Meanwhile, the moisture retention capacities (MRC) of powdered herbal slices and wet masses were determined. Particles were classified after they were produced during spheronization. Principal component analysis, factor analysis and classification analysis were performed on the data. Wet masses could be classified into three groups by taking Ha as the first classification index and Ha/Sp as the second classification index. The correct rate of the classification was 91.00%. If Ha value of wet masses was greater than 15610 g, pellets of type ① would form, otherwise, pellets of type ② or type ③ would form based on Ha/Sp value. Then a classification plot of wet masses was developed to predict pellet formation of powdered herbal slices. Meanwhile, theprobable mechanism of pellets formation during spheronisation was concluded in this study, which provided useful information to improve pellet quality.
publishDate 2022
dc.date.none.fl_str_mv 2022-11-09
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistas.usp.br/bjps/article/view/204112
10.1590/s2175-979020200004181079
url https://www.revistas.usp.br/bjps/article/view/204112
identifier_str_mv 10.1590/s2175-979020200004181079
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://www.revistas.usp.br/bjps/article/view/204112/187730
dc.rights.driver.fl_str_mv Copyright (c) 2022 Brazilian Journal of Pharmaceutical Sciences
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2022 Brazilian Journal of Pharmaceutical Sciences
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Ciências Farmacêuticas
publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Ciências Farmacêuticas
dc.source.none.fl_str_mv Brazilian Journal of Pharmaceutical Sciences; Vol. 57 (2021)
Brazilian Journal of Pharmaceutical Sciences; v. 57 (2021)
Brazilian Journal of Pharmaceutical Sciences; Vol. 57 (2021)
2175-9790
1984-8250
reponame:Brazilian Journal of Pharmaceutical Sciences
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Brazilian Journal of Pharmaceutical Sciences
collection Brazilian Journal of Pharmaceutical Sciences
repository.name.fl_str_mv Brazilian Journal of Pharmaceutical Sciences - Universidade de São Paulo (USP)
repository.mail.fl_str_mv bjps@usp.br||elizabeth.igne@gmail.com
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