Evidence map›Paper›PMID 40648399›Full record

ArticleSensors (Basel, Switzerland)2025

Borohydride Synthesis of Silver Nanoparticles for SERS Platforms: Indirect Glucose Detection and Analysis Using Gradient Boosting.

Viktoriia Bakal, Olga Gusliakova, Anastasia Kartashova, Mariia Saveleva, Polina Demina, Ilya Kozhevnikov, Evgenii Ryabov, Daniil Bratashov, Ekaterina Prikhozhdenko

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Sensors (Basel, Switzerland), 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.

Viktoriia BakalScience Medical Centre, Saratov State University, 83 Astrakhanskaya Str., 410012 Saratov, Russia.ORCID 0009-0008-6956-6762
Olga GusliakovaScience Medical Centre, Saratov State University, 83 Astrakhanskaya Str., 410012 Saratov, Russia.ORCID 0000-0001-8387-0711
Anastasia KartashovaScience Medical Centre, Saratov State University, 83 Astrakhanskaya Str., 410012 Saratov, Russia.ORCID 0009-0007-7614-6734
Mariia SavelevaScience Medical Centre, Saratov State University, 83 Astrakhanskaya Str., 410012 Saratov, Russia.ORCID 0000-0003-2021-0462
Polina DeminaScience Medical Centre, Saratov State University, 83 Astrakhanskaya Str., 410012 Saratov, Russia.ORCID 0000-0002-9203-582X
Ilya KozhevnikovScience Medical Centre, Saratov State University, 83 Astrakhanskaya Str., 410012 Saratov, Russia.ORCID 0000-0001-8911-3084
Evgenii RyabovScience Medical Centre, Saratov State University, 83 Astrakhanskaya Str., 410012 Saratov, Russia.ORCID 0000-0003-4777-7346
Daniil BratashovScience Medical Centre, Saratov State University, 83 Astrakhanskaya Str., 410012 Saratov, Russia.ORCID 0000-0002-2096-4478
Ekaterina PrikhozhdenkoScience Medical Centre, Saratov State University, 83 Astrakhanskaya Str., 410012 Saratov, Russia.ORCID 0000-0003-2700-168X

Funding

Russian Science Foundation 22-79-10270
6 · The paper itself

Abstract

In recent years, non-invasive methods for the analysis of biological fluids have attracted growing interest. In this study, we propose a straightforward approach to fabricating silver nanoparticle (AgNP)-coated non-woven polyacrylonitrile substrates for surface-enhanced Raman scattering (SERS). AgNPs were synthesized directly on the substrate using borohydride reduction, ensuring uniform distribution. The optimized SERS substrates exhibited a high enhancement factor (EF) of up to 10

Indexed as

Biosensing TechniquesBorohydridesGlucoseMetal NanoparticlesSilverSpectrum Analysis, RamanBenzoatesGlucose OxidaseMachine LearningSulfhydryl Compounds4-mercaptobenzoateBenzoatesBorohydridesGlucoseGlucose OxidaseSilverSulfhydryl Compoundsglucose detectionin situ AgNP synthesisnon-woven materialspolyacrylonitrileSERS sensors

Identifiers

PMID40648399
PMCPMC12252442

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.