Evidence map›Paper›PMID 41653419›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

Fluorescently Labeled Gradient Hydrogels Reveal Matrix-Dependent Cell Responses to Substrate Stiffness.

Shin Wei Chong, Li Liu, Daryan Kempe, Yingqi Zhang, Kourosh Kalantar-Zadeh, Marcela M M Bilek, Lining Arnold Ju, Maté Biro, Daniele Vigolo

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Microengineered Gradient Hydrogels for Mechanobiology.Advanced healthcare materials · 2026
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Shin Wei ChongSchool of Biomedical Engineering, The University of Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0009-0004-7206-828X
Li LiuSchool of Chemical and Biomolecular Engineering, The University of Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0003-0093-5191
Daryan KempeGarvan Institute of Medical Research, Cancer Ecosystems Program, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0002-4713-3666
Yingqi ZhangSchool of Biomedical Engineering, The University of Sydney, Sydney, New South Wales, Australia.
Kourosh Kalantar-ZadehSchool of Chemical and Biomolecular Engineering, The University of Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0001-6109-132X
Marcela M M BilekSchool of Biomedical Engineering, The University of Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0003-3363-2664
Lining Arnold JuSchool of Biomedical Engineering, The University of Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0002-7591-0864
Maté BiroGarvan Institute of Medical Research, Cancer Ecosystems Program, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0001-5852-3726
Daniele VigoloSchool of Biomedical Engineering, The University of Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0002-8265-9882

Funding

ARC Discovery Projects DP240101768ARC Discovery Projects DP240102315ARC Laureate Fellow FL190100216Snow Medical Research Foundation Fellowship 2022SF176University of Sydney Faculty of Engineering Research ScholarshipWellcome Trust 105863
6 · The paper itself

Abstract

Microfabricated stiffness gradient hydrogels hold significant value for advancing mechanobiology, tissue engineering, and in vitro tissue models. However, it remains challenging to design these materials given their broad processing parameter space. The continuum of stiffness values also makes it difficult to precisely correlate the local substrate properties and observed biological responses, often relying on cumbersome characterization methods such as atomic force microscopy. To address these bottlenecks, we present a straightforward thermophoresis-based fabrication strategy to pattern stiffness gradients in a fluorescein isothiocyanate-labeled hydrogel network, which displays a polymer concentration-dependent fluorescence readout. This approach enables quantitative assessment of the gradient formation process and contactless stiffness mapping via standard microscopy imaging. Using gelatin methacryloyl and Gellan gum as model systems, it is shown that substrate stiffness and extracellular matrix protein composition work together to affect 3T3-L1 fibroblast cell morphology and migration, with the underlying hydrogel type also affecting the outcome. By offering a simple and reliable approach for characterizing stiffness gradient hydrogels, this work advances the thermophoretic fabrication platform, opening avenues for new biomaterial systems for understanding and controlling the cell-material interplay.

Indexed as

Extracellular MatrixFluorescent DyesHydrogelsAnimalsCell MovementFibroblastsGelatinMiceFluorescent DyesGelatinHydrogelsfluorescencehydrogelsmechanobiologystiffness gradientthermophoresis

Identifiers

PMID41653419
PMCPMC13054210

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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 Socratic graph.