ArticleNature materials2026
Prediction of rheological properties via structure elucidation of solvated hydrogels.
Article in Nature materials, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- From Smart Hydrogel Design to 4D-Printed Scaffolds: Emerging Paradigms in Precision Drug Delivery and Regenerative Wound Therapy.Gels (Basel, Switzerland) · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
Abstract
Hydrogels are prevalent materials with applications ranging from drug delivery systems, contact lenses and tissue engineering scaffolds. However, they require considerable perturbation to observe their nanoscale, solution-phase structures necessary for predicting bulk properties. Although studies suggest that methylcellulose, a quintessential hydrogel material, can be described by a semiflexible biopolymer network model, there remain demonstrable inconsistencies in the predicted concentration dependence of rheological properties and in the observation of higher-order features. Here we image solvated hydrogels with high spatiotemporal resolution via liquid-phase transmission electron microscopy to avoid desolvation and shear artefacts. Corroborated by scattering and scanning electron microscopy, we observe that methylcellulose hydrogels form a network with high persistence length and micrometre-scale fibril bundles arranged in hierarchical assemblies, providing a more accurate prediction of bulk rheology. In addition, network structures are observed for hydroxypropyl methylcellulose and hydroxypropyl cellulose. These observations across multiple-length scales lead to a clearer understanding of how nanoscale structure impacts microscale structure and macroscopic behaviour, aiding the development of more accurate structure-property relationships for hydrogel materials.
Identifiers
41813857What 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.