TY - JOUR
T1 - Estimation of the concentration boundary layer adjacent to a flat surface using computational fluid dynamics
AU - Sinko, Patrick D.
AU - Parker, Louis
AU - Prahl Wittberg, Lisa
AU - Bergström, Christel A.S.
N1 - Publisher Copyright:
© 2024 The Author(s)
PY - 2024/3/25
Y1 - 2024/3/25
N2 - Dissolution-permeation (D/P) experiments are widely used during preclinical development due to producing results with better predictability than traditional monophasic experiments. However, it is difficult to compare absorption across in vitro setups given the propensity to only report apparent permeability. We therefore developed an approach to predict the concentration boundary layer for any D/P device by using computational fluid dynamics (CFD). The Navier-Stokes and continuity equation in 2D were solved numerically in MATLAB and by finite element methods in COMSOL v6.1 to predict the momentum (ηf′) and concentration ηg boundary layer for a flow over a flat plate, i.e. the classical Blasius boundary layer flow. A MATLAB algorithm was developed to calculate the edge of either boundary layer. The methodology to determine the concentration boundary layer based on Blasius's analysis provided an accurate estimate for both ηf′ and ηg, resulting in, ηf′/ηg, at high Schmidt numbers (Sc ∼ 1000) within 14 % of the Blasius solution and 6.6 % of the accepted Schmidt number correlation (Sc1/3=ηf′/ηg). The methodology based on the Blasius analysis of the concentration boundary layer using velocity and concentration profiles computed using CFD presented herein will enable characterization/analysis of complex D/P apparatuses used in preclinical development, where an analytical solution may not be available.
AB - Dissolution-permeation (D/P) experiments are widely used during preclinical development due to producing results with better predictability than traditional monophasic experiments. However, it is difficult to compare absorption across in vitro setups given the propensity to only report apparent permeability. We therefore developed an approach to predict the concentration boundary layer for any D/P device by using computational fluid dynamics (CFD). The Navier-Stokes and continuity equation in 2D were solved numerically in MATLAB and by finite element methods in COMSOL v6.1 to predict the momentum (ηf′) and concentration ηg boundary layer for a flow over a flat plate, i.e. the classical Blasius boundary layer flow. A MATLAB algorithm was developed to calculate the edge of either boundary layer. The methodology to determine the concentration boundary layer based on Blasius's analysis provided an accurate estimate for both ηf′ and ηg, resulting in, ηf′/ηg, at high Schmidt numbers (Sc ∼ 1000) within 14 % of the Blasius solution and 6.6 % of the accepted Schmidt number correlation (Sc1/3=ηf′/ηg). The methodology based on the Blasius analysis of the concentration boundary layer using velocity and concentration profiles computed using CFD presented herein will enable characterization/analysis of complex D/P apparatuses used in preclinical development, where an analytical solution may not be available.
KW - Absorption
KW - Aqueous boundary layer
KW - Computational fluid dynamics
KW - Concentration boundary layer
KW - Dissolution
KW - Permeation
KW - Simulation
UR - http://www.scopus.com/inward/record.url?scp=85185933487&partnerID=8YFLogxK
U2 - 10.1016/j.ijpharm.2024.123870
DO - 10.1016/j.ijpharm.2024.123870
M3 - Article
C2 - 38401511
AN - SCOPUS:85185933487
SN - 0378-5173
VL - 653
JO - International Journal of Pharmaceutics
JF - International Journal of Pharmaceutics
M1 - 123870
ER -