Evidence map›Paper›PMID 42644912›Full record

ArticleGels (Basel, Switzerland)2026

Molecular Dynamics Simulation and Characterization of GelMA/HA Composite Microneedles for Potential Growth Hormone Transdermal Delivery.

Jianyang Gu, Hao Zhang, Han Liu, Binghuai Peng, Yongbo Qiao, Ping Gong

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

6 authors.

Jianyang GuSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Hao ZhangSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Han LiuSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Binghuai PengChangchun Institute of Biological Products Co., Ltd., Changchun 130012, China.
Yongbo QiaoChangchun Institute of Biological Products Co., Ltd., Changchun 130012, China.
Ping GongSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.

Funding

Jilin Province Science and Technology Department YDZJ202503CGZH044
6 · The paper itself

Abstract

To overcome the limitations of repeated GH injection therapy, gelatin methacryloyl (GelMA)/hyaluronic acid (HA) composite hydrogel microneedles were fabricated for potential non-invasive transdermal delivery of recombinant human growth hormone (rhGH) and long-acting human growth hormone Fc fusion protein (hGH-Fc). All-atom molecular dynamics simulations combined with morphological, mechanical, and scanning electron microscopy (SEM) characterization were applied to screen optimal microneedle formulations, with Fourier transform infrared spectroscopy (FTIR) analysis and Parafilm M penetration tests verifying physicochemical compatibility and insertion capability. MD simulations revealed that rhGH stabilized the matrix via hydrogen bonds and electrostatic interactions, while hGH-Fc bound mainly through van der Waals forces. Through orthogonal screening of GelMA (5%, 10%, 15%) and HA (0.5%, 1%, 2%, 5%), the 10% GelMA with 0.5-2% HA was identified as the optimal range; the representative 10% GelMA/1% HA formulation exhibited a single-tip force exceeding 1.40 N and ~500 μm penetration in Parafilm M. This study offers a theoretical and technical basis for the design and optimization of hydrogel microneedle carriers for short- and long-acting GH delivery.

Indexed as

GelMAgrowth hormonehGH-Fchyaluronic acidmicroneedlesmolecular dynamics simulationtransdermal delivery

Identifiers

PMID42644912
PMCPMC13512264

What OpenQuestion holds

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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 OpenQuestion graph.