Evidence map›Paper›PMID 39996971›Full record

ArticleBiosensors2025

Sustainable and Flexible Surface-Enhanced Raman Scattering Transducer: Gold Nanoparticle-Bacterial Cellulose Composite for Pesticide Monitoring in Agrifood Systems.

Daniela Lospinoso, Adriano Colombelli, Sudipto Pal, Pasquale Cretì, Maria Concetta Martucci, Gabriele Giancane, Antonio Licciulli, Roberto Rella, Maria Grazia Manera

Abstract read
In one paragraph

Article in Biosensors, 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

9 authors.

Daniela LospinosoIstituto per la Microelettronica e i Microsistemi Unit of Lecce CNR-IMM, Campus Ecotekne Via Monteroni, 73100 Lecce, Italy.ORCID 0000-0001-6143-2040
Adriano ColombelliIstituto per la Microelettronica e i Microsistemi Unit of Lecce CNR-IMM, Campus Ecotekne Via Monteroni, 73100 Lecce, Italy.ORCID 0000-0001-7840-9699
Sudipto PalDepartment of Engineering for Innovation, Campus Ecotekne, University of Salento, Via Monteroni, 73100 Lecce, Italy.ORCID 0000-0002-9812-7039
Pasquale CretìIstituto per la Microelettronica e i Microsistemi Unit of Lecce CNR-IMM, Campus Ecotekne Via Monteroni, 73100 Lecce, Italy.ORCID 0000-0003-0282-6474
Maria Concetta MartucciIstituto per la Microelettronica e i Microsistemi Unit of Lecce CNR-IMM, Campus Ecotekne Via Monteroni, 73100 Lecce, Italy.ORCID 0009-0002-1522-9476
Gabriele GiancaneDepartment of Cultural Heritage, University of Salento, Via D. Birago, 73100 Lecce, Italy.ORCID 0000-0001-5089-5429
Antonio LicciulliDepartment of Engineering for Innovation, Campus Ecotekne, University of Salento, Via Monteroni, 73100 Lecce, Italy.ORCID 0000-0002-0505-5268
Roberto RellaIstituto per la Microelettronica e i Microsistemi Unit of Lecce CNR-IMM, Campus Ecotekne Via Monteroni, 73100 Lecce, Italy.ORCID 0000-0002-9696-1476
Maria Grazia ManeraIstituto per la Microelettronica e i Microsistemi Unit of Lecce CNR-IMM, Campus Ecotekne Via Monteroni, 73100 Lecce, Italy.ORCID 0000-0001-9718-2530

Funding

Ministero delle Imprese e del Made in Italy (MIMIT) under IPCEI Microelettronica 2, project MicroTech_for_Green SA.101186
6 · The paper itself

Abstract

Functionalized plasmonic nanostructure platforms are widely used for developing optical biosensors and SERS assays. In this work, we present a low-cost and scalable surface-enhanced Raman scattering (SERS) system based on an innovative optical transducer comprising gold nanoparticles (AuNPs) embedded in nano-fibrillated bacterial cellulose (BC). The AuNPs@BC composite leverages the unique nanofibrillar architecture of bacterial cellulose, which provides a high surface area, flexibility, and uniform nanoparticle distribution, enabling the formation of numerous electromagnetic "hot spots". This structure excites localized surface plasmon resonance (LSPR), as demonstrated by a bulk sensitivity of 72 nm/RIU, and supports enhanced Raman signal amplification. The eco-friendly and disposable AuNPs@BC platform was tested for agrifood applications, focusing on the detection of thiram pesticide. The system achieved a detection limit of 0.24 ppm (1 µM), meeting the sensitivity requirements for regulatory compliance in food safety. A strong linear correlation (R

Indexed as

Biosensing TechniquesCelluloseMetal NanoparticlesPesticidesGoldLimit of DetectionSpectrum Analysis, RamanSurface Plasmon ResonanceThiramCelluloseGoldPesticidesThiramAuNPsnano-fibrillated bacterial celluloseplasmonic biosensorsSERS assaywastepaper

Identifiers

PMID39996971
PMCPMC11853292

What OpenQuestion holds

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LicenceCC BY
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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.