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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Universidade de São Paulo, Faculdade de Ciências Farmacêuticas
2011
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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 |
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Ochoa Andrade,Ana Teresa Application of multivariate techniques in the evaluation of melt granulation products |
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Ochoa Andrade,Ana Teresa |
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Application of multivariate techniques in the evaluation of melt granulation products |
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Application of multivariate techniques in the evaluation of melt granulation products |
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Application of multivariate techniques in the evaluation of melt granulation products |
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Application of multivariate techniques in the evaluation of melt granulation products |
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Application of multivariate techniques in the evaluation of melt granulation products |
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application of multivariate techniques in the evaluation of melt granulation products |
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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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Universidade de São Paulo, Faculdade de Ciências Farmacêuticas |
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2011 |
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http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1984-82502011000400010 |
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AT ochoaandradeanateresa applicationofmultivariatetechniquesintheevaluationofmeltgranulationproducts |
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