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The Chemometric Evaluation of the Factors Influencing Cloud Point Extraction for Fluoroquinolones

This study aimed to analyze the factors that impact the cloud point extraction of ciprofloxacin, levofloxacin, and moxifloxacin. The following independent variables were analyzed: Triton X-114 concentration, NaCl concentration, pH, and incubation temperature. The dependent variable studied was recov...

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Autores principales: Michałowska, Aleksandra, Kupczyk, Olga, Czyrski, Andrzej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304411/
https://www.ncbi.nlm.nih.gov/pubmed/37376221
http://dx.doi.org/10.3390/pharmaceutics15061774
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author Michałowska, Aleksandra
Kupczyk, Olga
Czyrski, Andrzej
author_facet Michałowska, Aleksandra
Kupczyk, Olga
Czyrski, Andrzej
author_sort Michałowska, Aleksandra
collection PubMed
description This study aimed to analyze the factors that impact the cloud point extraction of ciprofloxacin, levofloxacin, and moxifloxacin. The following independent variables were analyzed: Triton X-114 concentration, NaCl concentration, pH, and incubation temperature. The dependent variable studied was recovery. A central composite design model was used. The applied quantitation method was HPLC. The method was validated for linearity, precision, and accuracy. The results underwent ANOVA(®) analysis. The polynomial equations were generated for each analyte. The response surface methodology graphs visualized them. The analysis showed that the factor most affecting the recovery of levofloxacin is the concentration of Triton X-114, while the recovery of ciprofloxacin and moxifloxacin is most affected by pH value. However, the concentration of Triton X-114 also plays an important role. The optimization resulted in the following recoveries: for ciprofloxacin, 60%; for levofloxacin, 75%; and for moxifloxacin, 84%, which are identical to those estimated with regression equations—59%, 74% and 81% for ciprofloxacin, levofloxacin, and moxifloxacin, respectively. The research confirms the validity of using the model to analyze factors affecting the recovery of the analyzed compounds. The model allows for a thorough analysis of variables and their optimization.
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spelling pubmed-103044112023-06-29 The Chemometric Evaluation of the Factors Influencing Cloud Point Extraction for Fluoroquinolones Michałowska, Aleksandra Kupczyk, Olga Czyrski, Andrzej Pharmaceutics Article This study aimed to analyze the factors that impact the cloud point extraction of ciprofloxacin, levofloxacin, and moxifloxacin. The following independent variables were analyzed: Triton X-114 concentration, NaCl concentration, pH, and incubation temperature. The dependent variable studied was recovery. A central composite design model was used. The applied quantitation method was HPLC. The method was validated for linearity, precision, and accuracy. The results underwent ANOVA(®) analysis. The polynomial equations were generated for each analyte. The response surface methodology graphs visualized them. The analysis showed that the factor most affecting the recovery of levofloxacin is the concentration of Triton X-114, while the recovery of ciprofloxacin and moxifloxacin is most affected by pH value. However, the concentration of Triton X-114 also plays an important role. The optimization resulted in the following recoveries: for ciprofloxacin, 60%; for levofloxacin, 75%; and for moxifloxacin, 84%, which are identical to those estimated with regression equations—59%, 74% and 81% for ciprofloxacin, levofloxacin, and moxifloxacin, respectively. The research confirms the validity of using the model to analyze factors affecting the recovery of the analyzed compounds. The model allows for a thorough analysis of variables and their optimization. MDPI 2023-06-20 /pmc/articles/PMC10304411/ /pubmed/37376221 http://dx.doi.org/10.3390/pharmaceutics15061774 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Michałowska, Aleksandra
Kupczyk, Olga
Czyrski, Andrzej
The Chemometric Evaluation of the Factors Influencing Cloud Point Extraction for Fluoroquinolones
title The Chemometric Evaluation of the Factors Influencing Cloud Point Extraction for Fluoroquinolones
title_full The Chemometric Evaluation of the Factors Influencing Cloud Point Extraction for Fluoroquinolones
title_fullStr The Chemometric Evaluation of the Factors Influencing Cloud Point Extraction for Fluoroquinolones
title_full_unstemmed The Chemometric Evaluation of the Factors Influencing Cloud Point Extraction for Fluoroquinolones
title_short The Chemometric Evaluation of the Factors Influencing Cloud Point Extraction for Fluoroquinolones
title_sort chemometric evaluation of the factors influencing cloud point extraction for fluoroquinolones
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304411/
https://www.ncbi.nlm.nih.gov/pubmed/37376221
http://dx.doi.org/10.3390/pharmaceutics15061774
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