Evidence map›Paper›PMID 40503103›Full record

ArticleBeilstein journal of nanotechnology2025

Supramolecular hydration structure of graphene-based hydrogels: density functional theory, green chemistry and interface application.

Hon Nhien Le, Duy Khanh Nguyen, Minh Triet Dang, Huyen Trinh Nguyen, Thi Bang Tam Dao, Trung Do Nguyen, Chi Nhan Ha Thuc, Van Hieu Le

Abstract read
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Article in Beilstein journal of nanotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

8 authors.

Hon Nhien LeFaculty of Materials Science and Technology, University of Science, Ho Chi Minh City, 700000, Vietnam.ORCID https://orcid.org/0000-0001-5397-7665
Duy Khanh NguyenLaboratory for Computational Physics, Institute for Computational Science and Artificial Intelligence, Van Lang University, Ho Chi Minh City, 700000, Vietnam.
Minh Triet DangSchool of Education, Can Tho University, Can Tho City, 90000, Vietnam.ORCID https://orcid.org/0000-0003-1769-4873
Huyen Trinh NguyenVietnam National University, Ho Chi Minh City, 700000, Vietnam.
Thi Bang Tam DaoFaculty of Materials Science and Technology, University of Science, Ho Chi Minh City, 700000, Vietnam.
Trung Do NguyenFaculty of Materials Science and Technology, University of Science, Ho Chi Minh City, 700000, Vietnam.
Chi Nhan Ha ThucFaculty of Materials Science and Technology, University of Science, Ho Chi Minh City, 700000, Vietnam.
Van Hieu LeFaculty of Materials Science and Technology, University of Science, Ho Chi Minh City, 700000, Vietnam.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Natural hydration shells are discovered to play an essential role in the structure and function of biomolecules (deoxyribonucleic acid, protein, and phospholipid membrane). Hydration layers are also important to the structure and property of artificial graphene-based materials. Our recent works prove that graphene-based hydrogels are supramolecular hydration structures that preserve graphene nanosheets from the restacking through hydrophobic force, van der Waals force, and π-π interaction. In this manuscript, density functional theory and high-performance computing (HPC) are used for modeling and calculating van der Waals force between graphene nanosheets in water-intercalated AB bilayer graphene structures. A layer of water molecules significantly decreases the intersheet van der Waals force. A novel hydrogel of graphene oxide-silica gel-zinc hydroxide (GO-SG-ZH) is experimentally synthesized to demonstrate the advantages of hydrated hydrogel structure in comparison with dry powder structure. The synthesis of graphene-based hydrogels is a green chemistry approach to attain extraordinary properties of graphene-based nanostructures. Analytical characterizations exhibited moisture contents, water evaporation rates, three-dimensional structures, elemental compositions, aqueous dispersibility, and antibacterial activities. Hydration shells on graphene-based nanosheets in the hydrogel increase intersheet distances to prevent the stacking of the nanostructures. Hydration layers in the GO-SG-ZH hydrogel was also lubricative for direct brush coating on polymer substrates, typically polylactide films. Interfacial adhesion of graphene-based nanosheets on polylactide substrates made the antibacterial coating stable for several application purposes. In general, supramolecular graphene-based hydrogels are bioinspired hydration structures to advance nanoscale properties and nanotechnology applications.

Indexed as

antibacterial coatingbioinspired hydrationdensity functional theorygraphene-based hydrogelsupramolecular structure

Identifiers

PMID40503103
PMCPMC12152314

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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.