Evidence map›Paper›PMID 39955737›Full record

ArticleAdvanced healthcare materials2025

Highly Extensible Physically Crosslinked Hydrogels for High-Speed 3D Bioprinting.

Ye Eun Song, Noah Eckman, Samya Sen, Carolyn K Jons, Olivia M Saouaf, Eric A Appel

Abstract read
In one paragraph

Article in Advanced healthcare materials, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
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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

6 authors.

Ye Eun SongDepartment of Materials Science & Engineering, Stanford University, Stanford, CA, 94305, USA.
Noah EckmanDepartment of Chemical Engineering, Stanford University, Stanford, CA, 94305, USA.
Samya SenDepartment of Materials Science & Engineering, Stanford University, Stanford, CA, 94305, USA.
Carolyn K JonsDepartment of Materials Science & Engineering, Stanford University, Stanford, CA, 94305, USA.
Olivia M SaouafDepartment of Materials Science & Engineering, Stanford University, Stanford, CA, 94305, USA.
Eric A AppelDepartment of Materials Science & Engineering, Stanford University, Stanford, CA, 94305, USA.ORCID 0000-0002-2301-7126

Funding

Bill and Melinda Gates Foundation INV027411Gates Foundation INV-027411National Science Foundation ECCS-2026822Stanford Nano Shared Facilities
6 · The paper itself

Abstract

Hydrogels have emerged as promising materials for bioprinting and many other biomedical applications due to their high degree of biocompatibility and ability to support and/or modulate cell viability and function. Yet, many hydrogel bioinks have suffered from low efficiency due to limitations on accessible printing speeds, often limiting cell viability and/or the constructs which can be generated. In this study, a highly extensible bioink system created by modulating the rheology of physically crosslinked hydrogels comprising hydrophobically-modified cellulosics and either surfactants or cyclodextrins is reported. It is demonstrated that these hydrogels are highly shear-thinning with broadly tunable viscoelasticity and stress-relaxation through simple modulation of the composition. Rheological experiments demonstrate that increasing concentration of rheology-modifying additives yields hydrogel materials exhibiting extensional strain-to-break values up to 2000%, which is amongst the most extensible examples of physically crosslinked hydrogels of this type. The potential of these hydrogels for use as bioinks is demonstrated by evaluating the relationship between extensibility and printability, demonstrating that greater hydrogel extensibility enables faster print speeds and smaller print features. The findings suggest that optimizing hydrogel extensibility can enhance high-speed 3D bioprinting capabilities, reporting over 5000 fold enhancement in speed index compared to existing works reported for hydrogel-based bioinks in extrusion-based printing.

Indexed as

BioprintingHydrogelsPrinting, Three-DimensionalBiocompatible MaterialsCross-Linking ReagentsHumansRheologyViscosityBiocompatible MaterialsCross-Linking ReagentsHydrogels3D printingextensibilityhydrogelstress relaxationviscoelasticity

Identifiers

PMID39955737
PMCPMC12004426

What OpenQuestion holds

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Registered trials

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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.