Evidence map›Paper›PMID 40635253›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2025

Granular Hydrogels as Brittle Yield Stress Fluids.

Gunnar B Thompson, Jiye Lee, Krutarth M Kamani, Noah Flores-Velasco, Simon A Rogers, Brendan A C Harley

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Hydrogel Microdroplet Based Glioblastoma Drug Screening Platform.Journal of biomedical materials research. Part A · 2026
    Article
  5. Article
  6. Granular Hydrogels as Brittle Yield Stress Fluids.Advanced materials (Deerfield Beach, Fla.) · 2025
    Article
  7. Article
  8. Hydrogel microdroplet based glioblastoma drug screening platform.bioRxiv : the preprint server for biology · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Gunnar B ThompsonDept. Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, 600 S Mathews Ave, Urbana, IL, 61801, USA.ORCID https://orcid.org/0000-0003-2139-8700
Jiye LeeDept. Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, 600 S Mathews Ave, Urbana, IL, 61801, USA.
Krutarth M KamaniDept. Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, 600 S Mathews Ave, Urbana, IL, 61801, USA.
Noah Flores-VelascoDept. Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, 600 S Mathews Ave, Urbana, IL, 61801, USA.
Simon A RogersDept. Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, 600 S Mathews Ave, Urbana, IL, 61801, USA.
Brendan A C HarleyDept. Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, 600 S Mathews Ave, Urbana, IL, 61801, USA.ORCID https://orcid.org/0000-0001-5458-154X

Funding

Gradient Biomaterials to Investigate Niche Regulation of HematopoiesisR01DK099528 · NIDDK · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI Brendan A. Harley · 2014 to 2026
$4.0M
Synthetic manipulation of engineered perivascular nichesR01CA256481 · NCI · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI HARLEY, BRENDAN A. · 2021 to 2025
$3.4M
Mineralized collagen composite to accelerate craniofacial bone regenerationR01DE030491 · NIDCR · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI HARLEY, BRENDAN A. · 2021 to 2025
$2.2M
Stratified and mechanically-tough biomaterial implant to improve tendon-to-bone enthesis regenerationR01AR077858 · NIAMS · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI HARLEY, BRENDAN A. · 2021 to 2025
$1.7M
NCI NIH HHS R01 CA256481NIAMS NIH HHS R01 AR077858NIDCR NIH HHS R01 DE030491NIDDK NIH HHS 2 R01 DK099528NIDDK NIH HHS R01 DK099528
6 · The paper itself

Abstract

While granular hydrogels are increasingly used in biomedical applications, methods to capture their rheological behavior generally consider shear-thinning and self-healing properties or produce ensemble metrics (e.g., dynamic moduli) while neglecting transient yielding and unyielding processes. Combining oscillatory shear testing with Brittility (Bt) via the Kamani-Donley-Rogers (KDR) model, this work shows that granular hydrogels behave as brittle yield stress fluids. This work quantifies steady and transient rheology as a function of microgel properties and granular composition for polyethylene glycol and gelatin microgels. The KDR model with Bt captures granular hydrogel behavior for a wide range of design parameters, reducing the complex rheology to a determination of model parameters. In granular mixtures, this work observes monotonic dependencies of the elastic modulus, structural viscosity, and brittility upon granular composition, while the yield stress is lower for mixtures. Microgel size distribution and polymer fraction are the most influential parameters in monolithic granular hydrogels, while microgel size and packing density are less impactful. The model robustly captures self-healing behavior and reveals that granular hydrogel relaxation accelerates with an increased small-amplitude strain rate. This quantitative framework is an important step toward rational design of granular hydrogels for applications ranging from injection and in situ stabilization to 3D bioprinting.

Indexed as

brittilitygranular hydrogelgranular mixturerecovery rheologyself‐healing

Identifiers

PMID40635253
PMCPMC12375377

What OpenQuestion holds

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Registered trials

None linked

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.