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Optimization of Processing Parameters of Nanoemulsion Containing Aripiprazole Using Response Surface Methodology
BACKGROUND: Aripiprazole, which is a quinolinone derivative, has been widely used to treat schizophrenia, major depressive disorder, and bipolar disorder. PURPOSE: A Central Composite Rotatable Design (CCRD) of Response Surface Methodology (RSM) was used purposely to optimize process parameters cond...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7069580/ https://www.ncbi.nlm.nih.gov/pubmed/32210553 http://dx.doi.org/10.2147/IJN.S198914 |
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author | Samiun, Wan Sarah Ashari, Siti Efliza Salim, Norazlinaliza Ahmad, Syahida |
author_facet | Samiun, Wan Sarah Ashari, Siti Efliza Salim, Norazlinaliza Ahmad, Syahida |
author_sort | Samiun, Wan Sarah |
collection | PubMed |
description | BACKGROUND: Aripiprazole, which is a quinolinone derivative, has been widely used to treat schizophrenia, major depressive disorder, and bipolar disorder. PURPOSE: A Central Composite Rotatable Design (CCRD) of Response Surface Methodology (RSM) was used purposely to optimize process parameters conditions for formulating nanoemulsion containing aripiprazole using high emulsification methods. METHODS: This design is used to investigate the influences of four independent variables (overhead stirring time (A), shear rate (B), shear time (C), and the cycle of high-pressure homogenizer (D)) on the response variable namely, a droplet size (Y) of nanoemulsion containing aripiprazole. RESULTS: The optimum conditions suggested by the predicted model were: 120 min of overhead stirring time, 15 min of high shear homogenizer time, 4400 rpm of high shear homogenizer rate and 11 cycles of high-pressure homogenizer, giving a desirable droplet size of nanoemulsion containing aripiprazole of 64.52 nm for experimental value and 62.59 nm for predicted value. The analysis of variance (ANOVA) showed the quadratic polynomial fitted the experimental values with F-value (9.53), a low p-value (0.0003) and a non-significant lack of-fit. It proved that the models were adequate to predict the relevance response. The optimized formulation with a viscosity value of 3.72 mPa.s and pH value of 7.4 showed good osmolality value (297 mOsm/kg) and remained stable for three months in three different temperatures (4°C, 25°C, and 45°C). CONCLUSION: This proven that response surface methodology is an efficient tool to produce desirable droplet size of nanoemulsion containing aripiprazole for parenteral delivery application. |
format | Online Article Text |
id | pubmed-7069580 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-70695802020-03-24 Optimization of Processing Parameters of Nanoemulsion Containing Aripiprazole Using Response Surface Methodology Samiun, Wan Sarah Ashari, Siti Efliza Salim, Norazlinaliza Ahmad, Syahida Int J Nanomedicine Original Research BACKGROUND: Aripiprazole, which is a quinolinone derivative, has been widely used to treat schizophrenia, major depressive disorder, and bipolar disorder. PURPOSE: A Central Composite Rotatable Design (CCRD) of Response Surface Methodology (RSM) was used purposely to optimize process parameters conditions for formulating nanoemulsion containing aripiprazole using high emulsification methods. METHODS: This design is used to investigate the influences of four independent variables (overhead stirring time (A), shear rate (B), shear time (C), and the cycle of high-pressure homogenizer (D)) on the response variable namely, a droplet size (Y) of nanoemulsion containing aripiprazole. RESULTS: The optimum conditions suggested by the predicted model were: 120 min of overhead stirring time, 15 min of high shear homogenizer time, 4400 rpm of high shear homogenizer rate and 11 cycles of high-pressure homogenizer, giving a desirable droplet size of nanoemulsion containing aripiprazole of 64.52 nm for experimental value and 62.59 nm for predicted value. The analysis of variance (ANOVA) showed the quadratic polynomial fitted the experimental values with F-value (9.53), a low p-value (0.0003) and a non-significant lack of-fit. It proved that the models were adequate to predict the relevance response. The optimized formulation with a viscosity value of 3.72 mPa.s and pH value of 7.4 showed good osmolality value (297 mOsm/kg) and remained stable for three months in three different temperatures (4°C, 25°C, and 45°C). CONCLUSION: This proven that response surface methodology is an efficient tool to produce desirable droplet size of nanoemulsion containing aripiprazole for parenteral delivery application. Dove 2020-03-09 /pmc/articles/PMC7069580/ /pubmed/32210553 http://dx.doi.org/10.2147/IJN.S198914 Text en © 2020 Samiun et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Samiun, Wan Sarah Ashari, Siti Efliza Salim, Norazlinaliza Ahmad, Syahida Optimization of Processing Parameters of Nanoemulsion Containing Aripiprazole Using Response Surface Methodology |
title | Optimization of Processing Parameters of Nanoemulsion Containing Aripiprazole Using Response Surface Methodology |
title_full | Optimization of Processing Parameters of Nanoemulsion Containing Aripiprazole Using Response Surface Methodology |
title_fullStr | Optimization of Processing Parameters of Nanoemulsion Containing Aripiprazole Using Response Surface Methodology |
title_full_unstemmed | Optimization of Processing Parameters of Nanoemulsion Containing Aripiprazole Using Response Surface Methodology |
title_short | Optimization of Processing Parameters of Nanoemulsion Containing Aripiprazole Using Response Surface Methodology |
title_sort | optimization of processing parameters of nanoemulsion containing aripiprazole using response surface methodology |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7069580/ https://www.ncbi.nlm.nih.gov/pubmed/32210553 http://dx.doi.org/10.2147/IJN.S198914 |
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