TY - JOUR
T1 - Simulating the hydrodynamic conditions of the human ascending colon
T2 - a digital twin of the dynamic colon model
AU - Schütt, Michael
AU - O’Farrell, Connor
AU - Stamatopoulos, Konstantinos
AU - Hoad, Caroline L.
AU - Marciani, Luca
AU - Sulaiman, Sarah
AU - Simmons, Mark J. H.
AU - Batchelor, Hannah K.
AU - Alexiadis, Alessio
PY - 2022/1/13
Y1 - 2022/1/13
N2 - 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.
AB - 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.
KW - Dynamic Colon Model (DCM)
KW - digital twin
KW - discrete multiphysics
KW - Smoothed Particle Hydrodynamics (SPH)
KW - large intestine
KW - colon
KW - shear rate
KW - dissolution apparatus
KW - Magnetic Resonance Imaging (MRI)
KW - colon targeted drug delivery
U2 - 10.3390/pharmaceutics14010184
DO - 10.3390/pharmaceutics14010184
M3 - Article
SN - 1999-4923
VL - 14
JO - Pharmaceutics
JF - Pharmaceutics
IS - 1
M1 - 184
ER -