Evidence map›Paper›PMID 41745020›Full record

ArticleGels (Basel, Switzerland)2026

Mechanistic Investigation of Microdroplet Formation in High-Viscosity Shear-Thinning Hydrogel Bioinks.

Qiang Gao, Yanling Mi, Kaicheng Yu, Youyun Shang, Lihua Lu, Yongqiang Gao, Peng Zhang

Abstract read
In one paragraph

Article in Gels (Basel, Switzerland), 2026. 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.

Qiang GaoSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China.ORCID 0000-0002-8751-5626
Yanling MiSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China.
Kaicheng YuSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China.
Youyun ShangSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China.ORCID 0000-0001-5031-7434
Lihua LuSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China.ORCID 0000-0002-0492-5321
Yongqiang GaoSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China.
Peng ZhangSchool of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China.

Funding

Natural Science Foundation of Chongqing CSTB2023NSCQ-MSX0822Science and Technology Innovation Talent Project on Manufacturing Industry of Harbin 2023HBRCGD011the Key Research and Development Plan Project of Heilongjiang Province 2022ZX02C22
6 · The paper itself

Abstract

High-resolution biofabrication requires precise microscale deposition, yet drop-on-demand (DOD) inkjet bioprinting is constrained by a narrow printable viscosity window. Many biocompatible hydrogel precursors display high zero-shear viscosity and strong shear-thinning, so stable droplet ejection typically requires dilution or reformulation that can compromise the biochemical microenvironment. We present a transient shear-enabled jetting method that exploits intrinsic shear-thinning by using a high-frequency electromagnetic microvalve to deliver short, high-pressure pulses. The resulting localized shear dynamically lowers apparent viscosity in the nozzle region and promotes controlled nucleation, ligament formation, necking, and pinch-off. A coupled, rheology-informed modeling framework (axisymmetric transient CFD, valve dynamics, and electromagnetic FEM) links actuation parameters to droplet volume and stability and guides hardware optimization. Experiments with 2.5% (

Indexed as

3D printinghydrogel bioinkinkjet-based dispensershear-thinning behavior

Identifiers

PMID41745020
PMCPMC12941154

What OpenQuestion holds

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LicenceCC BY
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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.