ArticlePharmaceutical research2026
A Rate-Weighted Framework for Diffusion, Swelling, and Erosion in Monolithic Polymeric Devices: Geometry-Unified Analytical Forms and a priori Mechanism Weights from Polymer-Solvent Thermodynamics.
Article in Pharmaceutical research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
Abstract
purposeMathematical descriptions of bioactive release invoke Fickian diffusion, Case II swelling, and surface erosion, yet each is usually treated in isolation. This work unifies the three within one analytical skeleton for homogeneously loaded monolithic devices of canonical geometry - slabs, cylinders, and spheres - excluding compressed tablets, osmotic systems, and reservoir devices, grounding their coefficients in polymer-solvent thermodynamics.
methodsEigenfunction series give the diffusion solutions and short-time √t asymptotics; moving-boundary kinematics give polynomial swelling and erosion laws. Coefficients are linked to Hansen-van Krevelen solubility parameters and the Flory-Huggins χ. The mechanisms are coupled as a multiplicative product form and an additive Dirichlet mixture whose weights are fixed a priori by each mechanism's characteristic rate - the leading Laplacian eigenvalue for diffusion, the front-traversal rate for the moving fronts - termed Thermodynamic Rate Decomposition (TRD). Validation comprises an exponent consistency check and fit-free tests against a propranolol-HPMC cylinder, an etofylline-PEO slab, and the published sphere case.
resultsPower-law fitting returns Fickian exponents of 0.50, 0.46, and 0.45 for slab, cylinder, and sphere (consensus 0.50, 0.45, 0.43) and a slab Case II exponent of 1.00. With no parameter fitted to the release curve, predictions reproduce both measured profiles to within about 13% RMSE and assign the dominant mechanism correctly. Weights move by at most 0.03 under an independent moment-based definition.
conclusionGeometry enters through one integer index n
Indexed as
Identifiers
42687070What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.