ArticlePolymer2025
Modeling Osmotic Deswelling of Composite Hydrogels with Finite Element Analysis.
Article in Polymer, 2025. 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
3 authors.
Funding
Abstract
Pure hydrogels are generally soft materials, but strong, resilient hydrogels are needed for load-bearing biomedical applications. By mimicking the composition of cartilage, composite hydrogels consisting of poly(acrylic acid) microgel particles which swell within a poly(vinyl alcohol) matrix resist osmotic deswelling more effectively than their component gels and acquire enhanced load-bearing potential. Consequently, their osmotic deswelling behavior is not satisfactorily described by a single relation between elastic free energy and stretch with material property values between those of its components. In this study, continuum mechanical models of the composite gel were developed to predict its osmotic deswelling behavior using the finite element method. The models demonstrate how the composite gel is strengthened by internal stresses in its components which preexist the application of osmotic loads (i.e., prestress). One continuum model based on mixture theory assumes both gel components occupy all locations in the composite and are governed by the same hyperelastic form, but with material properties and stretches which differ from each other and the composite overall. By accounting for counter-stressed gel components, the mixture model accurately predicted osmotic deswelling in composite gels containing PVA with two different cross-link densities. A Fung hyperelastic material model fit indicated that lowering PVA cross-link density decreased its tendency to stiffen under strain. A second continuum model, in which the composite was modeled as swollen spherical PAA inclusions in a PVA background material, corroborated the state of opposing stresses in the mixture model, but suggests the two components may swell differently within the composite gel.
Indexed as
Identifiers
What 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.