Application of multivariate techniques in the evaluation of melt granulation products

In this work, principal component analysis and cluster analysis were applied as helping tools to extract useful information in the development of formulations and manufacturing processes of melt granulates. Two melt granulation processes that differ in the shear stress applied to the solid bed during melting step were designed. These processes employ equipment frequently used in the local pharmaceutical industry. The selected binders include both hydrophilic and hydrophobic excipients, which were used alone or in binary mixtures. Granulates were characterized regarding their physicomechanical properties, including their compaction behavior. The resulting tablets were also evaluated. The selected multivariate statistical methods proved to be useful in facilitating the interpretation of the collected data and the study of the properties of granulates and tablets, as well as the selection of more efficient production processes.

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Main Author: Ochoa Andrade,Ana Teresa
Format: Digital revista
Language:English
Published: Universidade de São Paulo, Faculdade de Ciências Farmacêuticas 2011
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1984-82502011000400010
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spelling oai:scielo:S1984-825020110004000102012-03-27Application of multivariate techniques in the evaluation of melt granulation productsOchoa Andrade,Ana Teresa Granulates/evaluation Tablets/evaluation Granulates/manufacturing processes Melt granulates/manufacturing processes Tablets/production processes Principal component analysis/application Cluster analysis/application Pharmaceutical formulations/development Melt granulation/application In this work, principal component analysis and cluster analysis were applied as helping tools to extract useful information in the development of formulations and manufacturing processes of melt granulates. Two melt granulation processes that differ in the shear stress applied to the solid bed during melting step were designed. These processes employ equipment frequently used in the local pharmaceutical industry. The selected binders include both hydrophilic and hydrophobic excipients, which were used alone or in binary mixtures. Granulates were characterized regarding their physicomechanical properties, including their compaction behavior. The resulting tablets were also evaluated. The selected multivariate statistical methods proved to be useful in facilitating the interpretation of the collected data and the study of the properties of granulates and tablets, as well as the selection of more efficient production processes.info:eu-repo/semantics/openAccessUniversidade de São Paulo, Faculdade de Ciências FarmacêuticasBrazilian Journal of Pharmaceutical Sciences v.47 n.4 20112011-12-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1984-82502011000400010en10.1590/S1984-82502011000400010
institution SCIELO
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country Brasil
countrycode BR
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region America del Sur
libraryname SciELO
language English
format Digital
author Ochoa Andrade,Ana Teresa
spellingShingle Ochoa Andrade,Ana Teresa
Application of multivariate techniques in the evaluation of melt granulation products
author_facet Ochoa Andrade,Ana Teresa
author_sort Ochoa Andrade,Ana Teresa
title Application of multivariate techniques in the evaluation of melt granulation products
title_short Application of multivariate techniques in the evaluation of melt granulation products
title_full Application of multivariate techniques in the evaluation of melt granulation products
title_fullStr Application of multivariate techniques in the evaluation of melt granulation products
title_full_unstemmed Application of multivariate techniques in the evaluation of melt granulation products
title_sort application of multivariate techniques in the evaluation of melt granulation products
description In this work, principal component analysis and cluster analysis were applied as helping tools to extract useful information in the development of formulations and manufacturing processes of melt granulates. Two melt granulation processes that differ in the shear stress applied to the solid bed during melting step were designed. These processes employ equipment frequently used in the local pharmaceutical industry. The selected binders include both hydrophilic and hydrophobic excipients, which were used alone or in binary mixtures. Granulates were characterized regarding their physicomechanical properties, including their compaction behavior. The resulting tablets were also evaluated. The selected multivariate statistical methods proved to be useful in facilitating the interpretation of the collected data and the study of the properties of granulates and tablets, as well as the selection of more efficient production processes.
publisher Universidade de São Paulo, Faculdade de Ciências Farmacêuticas
publishDate 2011
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1984-82502011000400010
work_keys_str_mv AT ochoaandradeanateresa applicationofmultivariatetechniquesintheevaluationofmeltgranulationproducts
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