Evidence map›Paper›PMID 40764803›Full record

ArticleScientific reports2025

Innovative self-assembled silver nanoparticles on reduced graphene oxide hydrogel nanocomposite for improved electrochemical hydrogen generation and sensing.

Edwin Makhado, Wilson M Seleka

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

2 authors.

Edwin MakhadoNanotechnology Research Lab, Department of Chemistry, School of Physical and Mineral Sciences, University of Limpopo (Turfloop), Polokwane, 0727, Sovenga, South Africa. edwin.makhado@ul.ac.za.
Wilson M SelekaNanotechnology Research Lab, Department of Chemistry, School of Physical and Mineral Sciences, University of Limpopo (Turfloop), Polokwane, 0727, Sovenga, South Africa. wilsonmarema92@gmail.com.

Funding

NRF: Thuthuka Rating Track TTK240408212927
6 · The paper itself

Abstract

Conductive hydrogels (CHs) are widely studied for flexible sensors in hydrogen energy applications due to their excellent conductivity, flexibility, and detection capabilities. However, most CH-based sensors suffer from low sensitivity, poor stability, and weak tensile strength. Furthermore, they often rely on non-biodegradable synthetic polymers, limiting their practical applications. This study utilizes Ag@rGO hydrogel nanocomposite blended with cellulose as an electrochemical sensor for hydrogen gas detection at ambient temperature, considering its higher catalytic activity, favorable surface area, and conductivity to overcome existing limitations. Nonetheless, given that cellulose serves as a binding agent in the formation of hydrogel, its characteristics like biodegradability, compatibility, and the ability to react to various chemical systems are transferred to the surface of the Ag@rGO hydrogel-based sensor. The measured sensitivity for hydrogen detection of the Ag@rGO nanocomposite and Ag@rGO hydrogel nanocomposite was found to be 188.38 and 329.85 µA.M, respectively. The limits of detection were recorded at 0.92 and 0.63 µM, with response/recovery times of 0.6/0.9 s and 0.3/0.6 s. The proposed electrochemical sensor offers an exciting approach for the detection of hydrogen gas. The sensor was fabricated and its microstructure characterized using X-ray diffraction (XRD), Fourier transform infrared spectroscopy (FTIR), and scanning electron microscopy (SEM). Its electrochemical performance, sensing efficiency, interference resistance, and stability were assessed using cyclic voltammetry (CV), chronoamperometry (CA), and electrochemical impedance spectroscopy (EIS). This study explores the use of biopolymer-blended conductive hydrogels as innovative channel materials for developing gas sensors that are both highly flexible and sensitive.

Indexed as

CelluloseElectrochemicalGraphene oxideHydrogel nanocompositeSilver nanoparticles

Identifiers

PMID40764803
PMCPMC12325909

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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.