Evidence map›Paper›PMID 39932388›Full record

ArticleJournal of agricultural and food chemistry2025

Self-Assembled PVP-Gd Composite Nanosheets via Ultrasound Synthesis for Targeted Acrylamide Sensing in Food Safety.

Sahar Pakbaten Toopkanloo, Hui-Fen Wu

Abstract readEvaluation Study
In one paragraph

Article in Journal of agricultural and food chemistry, 2025. 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

2 authors.

Sahar Pakbaten ToopkanlooInternational PhD Program for Science, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan.
Hui-Fen WuInternational PhD Program for Science, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan.ORCID 0000-0001-9134-2150

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Acrylamide (AM) is a recognized carcinogen and neurotoxin, posing a significant threat to food safety and human health. Therefore, developing sensitive and convenient methods for AM detection in food samples is essential. This study responds to the urgent need for sensitive and selective detection of AM, a hidden hazard in food, to safeguard public health and environmental safety. We present the development of a novel two-dimensional ultrasound-synthesized PVP-Gd composite nanosheet platform for precise AM sensing. These self-assembled nanosheets, constructed from gadolinium (Gd) and poly(vinylpyrrolidone) (PVP), exhibit remarkable stability and robust blue fluorescence, with a quantum yield of 45.01% upon excitation at 380 nm. A full factorial design was employed to optimize the synthesis process, revealing significant parameter interactions. The optimized nanosheets demonstrated a strong quenching effect upon acrylamide exposure, resulting in a high-performance acrylamide sensor with an impressively low detection limit (9.4 nM) and a broad linear response range. This innovative sensor platform offers a promising approach for environmental monitoring and food safety applications, effectively addressing the risks associated with acrylamide.

Indexed as

AcrylamideFood ContaminationFood SafetyLimit of DetectionNanostructuresSpectrometry, FluorescenceAcrylamide2D nanosheetsacrylamide detectionfluorescence quenchingPVP-Gd compositeselective sensor

Identifiers

PMID39932388
PMCPMC11869275

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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.