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Dual Level Statistical Investigation of Equilibrium Solubility in Simulated Fasted and Fed Intestinal Fluid
[Image: see text] The oral route is the preferred option for drug administration but contains the inherent issue of drug absorption from the gastro-intestinal tract (GIT) in order to elicit systemic activity. A prerequisite for absorption is drug dissolution, which is dependent upon drug solubility...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical
Society
2017
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5735376/ https://www.ncbi.nlm.nih.gov/pubmed/29072917 http://dx.doi.org/10.1021/acs.molpharmaceut.7b00869 |
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author | Ainousah, Bayan E Perrier, Jeremy Dunn, Claire Khadra, Ibrahim Wilson, Clive G Halbert, Gavin |
author_facet | Ainousah, Bayan E Perrier, Jeremy Dunn, Claire Khadra, Ibrahim Wilson, Clive G Halbert, Gavin |
author_sort | Ainousah, Bayan E |
collection | PubMed |
description | [Image: see text] The oral route is the preferred option for drug administration but contains the inherent issue of drug absorption from the gastro-intestinal tract (GIT) in order to elicit systemic activity. A prerequisite for absorption is drug dissolution, which is dependent upon drug solubility in the variable milieu of GIT fluid, with poorly soluble drugs presenting a formulation and biopharmaceutical challenge. Multiple factors within GIT fluid influence solubility ranging from pH to the concentration and ratio of amphiphilic substances, such as phospholipid, bile salt, monoglyceride, and cholesterol. To aid in vitro investigation simulated intestinal fluids (SIF) covering the fasted and fed state have been developed. SIF media is complex and statistical design of experiment (DoE) investigations have revealed the range of solubility values possible within each state due to physiological variability along with the media factors and factor interactions which influence solubility. However, these studies require large numbers of experiments (>60) and are not feasible or sensible within a drug development setting. In the current study a smaller dual level, reduced experimental number (20) DoE providing three arms covering the fasted and fed states along with a combined analysis has been investigated. The results indicate that this small scale investigation is feasible and provides solubility ranges that encompass published data in human and simulated fasted and fed fluids. The measured fasted and fed solubility ranges are in agreement with published large scale DoE results in around half of the cases, with the differences due to changes in media composition between studies. Indicating that drug specific behaviors are being determined and that careful media factor and concentration level selection is required in order to determine a physiologically relevant solubility range. The study also correctly identifies the major single factor or factors which influence solubility but it is evident that lower significance factors (for example bile salt) are not picked up due to the lower sample number employed. A similar issue is present with factor interactions with only a limited number available for study and generally not determined to have a significant solubility impact due to the lower statistical power of the study. The study indicates that a reduced experimental number DoE is feasible, will provide solubility range results with identification of major solubility factors however statistical limitations restrict the analysis. The approach therefore represents a useful initial screening tool that can guide further in depth analysis of a drug’s behavior in gastrointestinal fluids. |
format | Online Article Text |
id | pubmed-5735376 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | American Chemical
Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-57353762017-12-26 Dual Level Statistical Investigation of Equilibrium Solubility in Simulated Fasted and Fed Intestinal Fluid Ainousah, Bayan E Perrier, Jeremy Dunn, Claire Khadra, Ibrahim Wilson, Clive G Halbert, Gavin Mol Pharm [Image: see text] The oral route is the preferred option for drug administration but contains the inherent issue of drug absorption from the gastro-intestinal tract (GIT) in order to elicit systemic activity. A prerequisite for absorption is drug dissolution, which is dependent upon drug solubility in the variable milieu of GIT fluid, with poorly soluble drugs presenting a formulation and biopharmaceutical challenge. Multiple factors within GIT fluid influence solubility ranging from pH to the concentration and ratio of amphiphilic substances, such as phospholipid, bile salt, monoglyceride, and cholesterol. To aid in vitro investigation simulated intestinal fluids (SIF) covering the fasted and fed state have been developed. SIF media is complex and statistical design of experiment (DoE) investigations have revealed the range of solubility values possible within each state due to physiological variability along with the media factors and factor interactions which influence solubility. However, these studies require large numbers of experiments (>60) and are not feasible or sensible within a drug development setting. In the current study a smaller dual level, reduced experimental number (20) DoE providing three arms covering the fasted and fed states along with a combined analysis has been investigated. The results indicate that this small scale investigation is feasible and provides solubility ranges that encompass published data in human and simulated fasted and fed fluids. The measured fasted and fed solubility ranges are in agreement with published large scale DoE results in around half of the cases, with the differences due to changes in media composition between studies. Indicating that drug specific behaviors are being determined and that careful media factor and concentration level selection is required in order to determine a physiologically relevant solubility range. The study also correctly identifies the major single factor or factors which influence solubility but it is evident that lower significance factors (for example bile salt) are not picked up due to the lower sample number employed. A similar issue is present with factor interactions with only a limited number available for study and generally not determined to have a significant solubility impact due to the lower statistical power of the study. The study indicates that a reduced experimental number DoE is feasible, will provide solubility range results with identification of major solubility factors however statistical limitations restrict the analysis. The approach therefore represents a useful initial screening tool that can guide further in depth analysis of a drug’s behavior in gastrointestinal fluids. American Chemical Society 2017-10-26 2017-12-04 /pmc/articles/PMC5735376/ /pubmed/29072917 http://dx.doi.org/10.1021/acs.molpharmaceut.7b00869 Text en Copyright © 2017 American Chemical Society This is an open access article published under a Creative Commons Attribution (CC-BY) License (http://pubs.acs.org/page/policy/authorchoice_ccby_termsofuse.html) , which permits unrestricted use, distribution and reproduction in any medium, provided the author and source are cited. |
spellingShingle | Ainousah, Bayan E Perrier, Jeremy Dunn, Claire Khadra, Ibrahim Wilson, Clive G Halbert, Gavin Dual Level Statistical Investigation of Equilibrium Solubility in Simulated Fasted and Fed Intestinal Fluid |
title | Dual Level Statistical Investigation of Equilibrium
Solubility in Simulated Fasted and Fed Intestinal Fluid |
title_full | Dual Level Statistical Investigation of Equilibrium
Solubility in Simulated Fasted and Fed Intestinal Fluid |
title_fullStr | Dual Level Statistical Investigation of Equilibrium
Solubility in Simulated Fasted and Fed Intestinal Fluid |
title_full_unstemmed | Dual Level Statistical Investigation of Equilibrium
Solubility in Simulated Fasted and Fed Intestinal Fluid |
title_short | Dual Level Statistical Investigation of Equilibrium
Solubility in Simulated Fasted and Fed Intestinal Fluid |
title_sort | dual level statistical investigation of equilibrium
solubility in simulated fasted and fed intestinal fluid |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5735376/ https://www.ncbi.nlm.nih.gov/pubmed/29072917 http://dx.doi.org/10.1021/acs.molpharmaceut.7b00869 |
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