Evidence map›Paper›PMID 41900251›Full record

ArticleMicromachines2026

A High-Performance Film for Detecting Malachite Green.

Jiao Yang, Liqin Cui, Yibo Zhao, Xiaoping Wu

Abstract read
In one paragraph

Article in Micromachines, 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

4 authors.

Jiao YangCollege of Microelectronics and Artificial Intelligence, Kaili University, Kaili 556011, China.ORCID 0009-0004-1248-9218
Liqin CuiCollege of Science, Kaili University, Kaili 556011, China.
Yibo ZhaoSchool of Optoelectronic Engineering, Xi'an Technological University, Xi'an 710021, China.
Xiaoping WuCollege of Microelectronics and Artificial Intelligence, Kaili University, Kaili 556011, China.ORCID 0009-0004-4914-6761

Funding

Open Fund Project from Engineering Research Center of Micro-Nano and Intelligent Manufacturing of Ministry of Education at Kaili University (WZG-202502)This research was funded by the school-level research project of Kaili University (2026YB006)
6 · The paper itself

Abstract

The residual malachite green (MG) in aquatic products poses a severe threat to human health, thus an urgent need exists for the establishment of a rapid and accurate analytical method. In this work, a high-performance film based on a nano-network structure was developed for the highly sensitive detection of MG. This film employed the nanonetwork structure as its sensing substrate, and the network structure with a high specific surface area enabled efficient enrichment of MG molecules. The silver nanoparticles uniformly modified on the surface could produce a remarkable localized surface plasmon resonance effect, thereby significantly enhancing the signals of MG molecules adsorbed on its surface. The results showed that the film exhibited a low limit of detection (LOD) of 8.8 pM for MG, with a linear range from 10 to 5000 pM. In the detection of aquatic products, this film successfully achieved the rapid and accurate determination of MG in aquatic products, showing an excellent potential for practical applications. The nanonetwork-structured film developed in this work provides a reliable and sensitive technical solution for the trace detection of MG in aquatic products.

Indexed as

aquatic productsfilmmalachite greennano-network structure

Identifiers

PMID41900251
PMCPMC13029332

What OpenQuestion holds

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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.