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Simulating the Hydrodynamic Conditions of the Human Ascending Colon: A Digital Twin of the Dynamic Colon Model
The performance of solid oral dosage forms targeting the colon is typically evaluated using standardised pharmacopeial dissolution apparatuses. However, these fail to replicate colonic hydrodynamics. This study develops a digital twin of the Dynamic Colon Model; a physiologically representative in v...
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/PMC8778200/ https://www.ncbi.nlm.nih.gov/pubmed/35057077 http://dx.doi.org/10.3390/pharmaceutics14010184 |
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author | Schütt, Michael O’Farrell, Connor Stamatopoulos, Konstantinos Hoad, Caroline L. Marciani, Luca Sulaiman, Sarah Simmons, Mark J. H. Batchelor, Hannah K. Alexiadis, Alessio |
author_facet | Schütt, Michael O’Farrell, Connor Stamatopoulos, Konstantinos Hoad, Caroline L. Marciani, Luca Sulaiman, Sarah Simmons, Mark J. H. Batchelor, Hannah K. Alexiadis, Alessio |
author_sort | Schütt, Michael |
collection | PubMed |
description | The performance of solid oral dosage forms targeting the colon is typically evaluated using standardised pharmacopeial dissolution apparatuses. However, these fail to replicate colonic hydrodynamics. This study develops a digital twin of the Dynamic Colon Model; a physiologically representative in vitro model of the human proximal colon. Magnetic resonance imaging of the Dynamic Colon Model verified that the digital twin robustly replicated flow patterns under different physiological conditions (media viscosity, volume, and peristaltic wave speed). During local contractile activity, antegrade flows of 0.06–0.78 cm s(−1) and backflows of −2.16–−0.21 cm s(−1) were measured. Mean wall shear rates were strongly time and viscosity dependent although peaks were measured between 3.05–10.12 s(−1) and 5.11–20.34 s(−1) in the Dynamic Colon Model and its digital twin respectively, comparable to previous estimates of the USPII with paddle speeds of 25 and 50 rpm. It is recommended that viscosity and shear rates are considered when designing future dissolution test methodologies for colon-targeted formulations. In the USPII, paddle speeds >50 rpm may not recreate physiologically relevant shear rates. These findings demonstrate how the combination of biorelevant in vitro and in silico models can provide new insights for dissolution testing beyond established pharmacopeial methods. |
format | Online Article Text |
id | pubmed-8778200 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87782002022-01-22 Simulating the Hydrodynamic Conditions of the Human Ascending Colon: A Digital Twin of the Dynamic Colon Model Schütt, Michael O’Farrell, Connor Stamatopoulos, Konstantinos Hoad, Caroline L. Marciani, Luca Sulaiman, Sarah Simmons, Mark J. H. Batchelor, Hannah K. Alexiadis, Alessio Pharmaceutics Article The performance of solid oral dosage forms targeting the colon is typically evaluated using standardised pharmacopeial dissolution apparatuses. However, these fail to replicate colonic hydrodynamics. This study develops a digital twin of the Dynamic Colon Model; a physiologically representative in vitro model of the human proximal colon. Magnetic resonance imaging of the Dynamic Colon Model verified that the digital twin robustly replicated flow patterns under different physiological conditions (media viscosity, volume, and peristaltic wave speed). During local contractile activity, antegrade flows of 0.06–0.78 cm s(−1) and backflows of −2.16–−0.21 cm s(−1) were measured. Mean wall shear rates were strongly time and viscosity dependent although peaks were measured between 3.05–10.12 s(−1) and 5.11–20.34 s(−1) in the Dynamic Colon Model and its digital twin respectively, comparable to previous estimates of the USPII with paddle speeds of 25 and 50 rpm. It is recommended that viscosity and shear rates are considered when designing future dissolution test methodologies for colon-targeted formulations. In the USPII, paddle speeds >50 rpm may not recreate physiologically relevant shear rates. These findings demonstrate how the combination of biorelevant in vitro and in silico models can provide new insights for dissolution testing beyond established pharmacopeial methods. MDPI 2022-01-13 /pmc/articles/PMC8778200/ /pubmed/35057077 http://dx.doi.org/10.3390/pharmaceutics14010184 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 Schütt, Michael O’Farrell, Connor Stamatopoulos, Konstantinos Hoad, Caroline L. Marciani, Luca Sulaiman, Sarah Simmons, Mark J. H. Batchelor, Hannah K. Alexiadis, Alessio Simulating the Hydrodynamic Conditions of the Human Ascending Colon: A Digital Twin of the Dynamic Colon Model |
title | Simulating the Hydrodynamic Conditions of the Human Ascending Colon: A Digital Twin of the Dynamic Colon Model |
title_full | Simulating the Hydrodynamic Conditions of the Human Ascending Colon: A Digital Twin of the Dynamic Colon Model |
title_fullStr | Simulating the Hydrodynamic Conditions of the Human Ascending Colon: A Digital Twin of the Dynamic Colon Model |
title_full_unstemmed | Simulating the Hydrodynamic Conditions of the Human Ascending Colon: A Digital Twin of the Dynamic Colon Model |
title_short | Simulating the Hydrodynamic Conditions of the Human Ascending Colon: A Digital Twin of the Dynamic Colon Model |
title_sort | simulating the hydrodynamic conditions of the human ascending colon: a digital twin of the dynamic colon model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8778200/ https://www.ncbi.nlm.nih.gov/pubmed/35057077 http://dx.doi.org/10.3390/pharmaceutics14010184 |
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