Evidence mapPaperPMID 40920977Full record

ArticleACS applied materials & interfaces2025

Multiscale Engineered Heterogeneous Hydrogel Composites for Digital Light Processing 3D Printing.

Yuang Zhang, Ryan Davis, Saptarshi Biswas, Sarah E Miller, Syed Raza Ur Rehman, Gene T Felix, Akhilesh K Gaharwar

Abstract read
In one paragraph

Article in ACS applied materials & interfaces, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Yuang ZhangDepartment of Materials Science and Engineering, College of Engineering, Texas A&M University, College Station, Texas 77843, United States.
Ryan DavisDepartment of Biomedical Engineering, College of Engineering, Texas A&M University, College Station, Texas 77843, United States.
Saptarshi BiswasDepartment of Biomedical Engineering, College of Engineering, Texas A&M University, College Station, Texas 77843, United States.
Sarah E MillerDepartment of Biomedical Engineering, College of Engineering, Texas A&M University, College Station, Texas 77843, United States.ORCID 0000-0002-5389-6344
Syed Raza Ur RehmanDepartment of Biomedical Engineering, College of Engineering, Texas A&M University, College Station, Texas 77843, United States.
Gene T FelixDepartment of Biomedical Engineering, College of Engineering, Texas A&M University, College Station, Texas 77843, United States.
Akhilesh K GaharwarDepartment of Materials Science and Engineering, College of Engineering, Texas A&M University, College Station, Texas 77843, United States.ORCID 0000-0002-0284-0201

Funding

Osteoinductive Nanosilicate-Based Biomaterials for In Situ Craniomaxillofacial Bone RegenerationR01DE032031 · TEXAS ENGINEERING EXPERIMENT STATION · 2025 to 2025
$556k
NIDCR NIH HHS R01 DE032031
6 · The paper itself

Abstract

Hydrogel-based bioinks are widely adopted in digital light processing (DLP) 3D printing. Modulating their mechanical properties is especially beneficial in biomedical applications, such as directing cell activity toward tissue regeneration and healing. However, in both monolithic and granular hydrogels, the tunability of mechanical properties is limited to parameters such as cross-linking or packing density. Herein, we present a bioink platform with multiscale heterogeneity for DLP printing, fabricated by incorporating microgels within a cross-linked polymer matrix to form a mechanically tunable heterogeneous hydrogel composite. The properties of the separate components as well as their interactions can be efficiently tailored from both chemical and physical perspectives, enabling control across both nano and micro scales. Monodisperse, spherical gelatin methacryloyl (GelMA) microgels with a stiffness that can be tuned through polymer concentration or cross-link density are fabricated by a high-throughput microfluidic device. Microgels that have been precross-linked through chemical or physical methods are then embedded in a continuous GelMA matrix, where they influence the biomechanical and biochemical characteristics of composites through particle density and encapsulation of cells. Modulation of microgel volume and selecting different printing parameters enables tailoring of the composite compressive modulus across a range of 29 to 244 kPa. Using this composite hydrogel platform as a DLP ink allows for the fabrication of complex 3D structures with macroscale heterogeneity, providing the potential to mimic tissue- and organ-level complexity. This study presents a unique approach to designing heterogeneous hydrogel composites with tunable properties at the nano-, micro-, and macro-scales, and introduces a highly modular hydrogel platform for DLP 3D printing.

Indexed as

HydrogelsPrinting, Three-DimensionalAnimalsBioprintingGelatinHumansLightMethacrylatesMicrogelsTissue EngineeringGelatingelatin methacryloylHydrogelsMethacrylatesMicrogelsbiomaterialsdigital light processing (DLP) 3D printinghydrogel compositemicrogelsregenerative medicine

Identifiers

PMID40920977
PMCPMC12447404

What Socratic holds

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LicenceCC BY
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.