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Understanding the Impact of Age-Related Changes in Pediatric GI Solubility by Multivariate Data Analysis
The aim of this study was to understand drug solubilization as a function of age and identify drugs at risk of altered drug solubility in newborns and young infants in comparison to adults. Multivariate statistical analysis was used to understand drug solubilization as a function of drug’s physicoch...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8880315/ https://www.ncbi.nlm.nih.gov/pubmed/35214088 http://dx.doi.org/10.3390/pharmaceutics14020356 |
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author | Guimarães, Mariana Maharaj, Anil Edginton, Andrea Vertzoni, Maria Fotaki, Nikoletta |
author_facet | Guimarães, Mariana Maharaj, Anil Edginton, Andrea Vertzoni, Maria Fotaki, Nikoletta |
author_sort | Guimarães, Mariana |
collection | PubMed |
description | The aim of this study was to understand drug solubilization as a function of age and identify drugs at risk of altered drug solubility in newborns and young infants in comparison to adults. Multivariate statistical analysis was used to understand drug solubilization as a function of drug’s physicochemical properties and the composition of gastrointestinal fluids. The solubility of seven poorly soluble compounds was assessed in adult and age-specific fasted and fed state biorelevant media. Partial least squares regression (PLS-R) was used to assess the influence of (i) drug physicochemical properties and (ii) age-related changes in simulated GI fluids, as well as (iii) their interactions, on the pediatrics-to-adult solubility ratio (Sp/Sa (%)). For five out of seven of the compounds investigated, Sp/Sa (%) values fell outside of the 80–125% limits in at least one of the pediatric media. Lipophilicity was responsible for driving drug solubility differences between adults and children in all the biorelevant media investigated, while drug ionization was most relevant in the fed gastric media, and the fasted/fed intestinal media. The concentration of bile salts and lecithin in the fasted and fed intestinal media was critical in influencing drug solubility, while food composition (i.e., cow’s milk formula vs. soy formula) was a critical parameter in the fed gastric state. Changes in GI fluid composition between younger pediatric patients and adults can significantly alter drug luminal solubility. The use of pediatric biorelevant media can be helpful to identify the risk of altered drug solubilization in younger patients during drug development. |
format | Online Article Text |
id | pubmed-8880315 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88803152022-02-26 Understanding the Impact of Age-Related Changes in Pediatric GI Solubility by Multivariate Data Analysis Guimarães, Mariana Maharaj, Anil Edginton, Andrea Vertzoni, Maria Fotaki, Nikoletta Pharmaceutics Article The aim of this study was to understand drug solubilization as a function of age and identify drugs at risk of altered drug solubility in newborns and young infants in comparison to adults. Multivariate statistical analysis was used to understand drug solubilization as a function of drug’s physicochemical properties and the composition of gastrointestinal fluids. The solubility of seven poorly soluble compounds was assessed in adult and age-specific fasted and fed state biorelevant media. Partial least squares regression (PLS-R) was used to assess the influence of (i) drug physicochemical properties and (ii) age-related changes in simulated GI fluids, as well as (iii) their interactions, on the pediatrics-to-adult solubility ratio (Sp/Sa (%)). For five out of seven of the compounds investigated, Sp/Sa (%) values fell outside of the 80–125% limits in at least one of the pediatric media. Lipophilicity was responsible for driving drug solubility differences between adults and children in all the biorelevant media investigated, while drug ionization was most relevant in the fed gastric media, and the fasted/fed intestinal media. The concentration of bile salts and lecithin in the fasted and fed intestinal media was critical in influencing drug solubility, while food composition (i.e., cow’s milk formula vs. soy formula) was a critical parameter in the fed gastric state. Changes in GI fluid composition between younger pediatric patients and adults can significantly alter drug luminal solubility. The use of pediatric biorelevant media can be helpful to identify the risk of altered drug solubilization in younger patients during drug development. MDPI 2022-02-04 /pmc/articles/PMC8880315/ /pubmed/35214088 http://dx.doi.org/10.3390/pharmaceutics14020356 Text en © 2022 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 Guimarães, Mariana Maharaj, Anil Edginton, Andrea Vertzoni, Maria Fotaki, Nikoletta Understanding the Impact of Age-Related Changes in Pediatric GI Solubility by Multivariate Data Analysis |
title | Understanding the Impact of Age-Related Changes in Pediatric GI Solubility by Multivariate Data Analysis |
title_full | Understanding the Impact of Age-Related Changes in Pediatric GI Solubility by Multivariate Data Analysis |
title_fullStr | Understanding the Impact of Age-Related Changes in Pediatric GI Solubility by Multivariate Data Analysis |
title_full_unstemmed | Understanding the Impact of Age-Related Changes in Pediatric GI Solubility by Multivariate Data Analysis |
title_short | Understanding the Impact of Age-Related Changes in Pediatric GI Solubility by Multivariate Data Analysis |
title_sort | understanding the impact of age-related changes in pediatric gi solubility by multivariate data analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8880315/ https://www.ncbi.nlm.nih.gov/pubmed/35214088 http://dx.doi.org/10.3390/pharmaceutics14020356 |
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