Evidence map›Paper›PMID 40710051›Full record

ReviewBiosensors2025

Plasmonic and Dielectric Metasurfaces for Enhanced Spectroscopic Techniques.

Borja García García, María Gabriela Fernández-Manteca, Dimitrios C Zografopoulos, Celia Gómez-Galdós, Alain A Ocampo-Sosa, Luis Rodríguez-Cobo, José Francisco Algorri, Adolfo Cobo

Abstract readReview
In one paragraph

Review in Biosensors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Organoids for disease modeling and treatment: state-of-the-art.Experimental hematology & oncology · 2026
    Review
  3. Review
  4. Review
  5. 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

8 authors.

Borja García GarcíaPhotonics Engineering Group, Universidad de Cantabria, 39005 Santander, Spain.ORCID 0009-0006-0686-483X
María Gabriela Fernández-MantecaPhotonics Engineering Group, Universidad de Cantabria, 39005 Santander, Spain.ORCID 0000-0002-7605-5409
Dimitrios C ZografopoulosSchool of Electrical and Computer Engineering, Aristotle University of Thessaloniki, GR-54124 Thessaloniki, Greece.ORCID 0000-0001-7499-5547
Celia Gómez-GaldósPhotonics Engineering Group, Universidad de Cantabria, 39005 Santander, Spain.ORCID 0009-0006-5302-7372
Alain A Ocampo-SosaInstituto de Investigación Sanitaria Valdecilla, 39011 Santander, Spain.
Luis Rodríguez-CoboPhotonics Engineering Group, Universidad de Cantabria, 39005 Santander, Spain.ORCID 0000-0002-2068-2956
José Francisco AlgorriPhotonics Engineering Group, Universidad de Cantabria, 39005 Santander, Spain.ORCID 0000-0002-2654-583X
Adolfo CoboPhotonics Engineering Group, Universidad de Cantabria, 39005 Santander, Spain.ORCID 0000-0003-1498-9238

Funding

Instituto de Investigación Marqués de Valdecilla INNVAL23/10, INNVAL24-28Italian Ministry of University and Research PRIN-2022 ALPHAMCIN/AEI/10.13039/501100011033 PID2022- 1259 137269OB-C22MCIN/AEI/10.13039/501100011033 RYC2022- 1257 035279-IMCIN/AEI/10.13039/501100011033 TED2021-130378BC21
6 · The paper itself

Abstract

Spectroscopic techniques such as Surface-Enhanced Raman Scattering (SERS), Surface-Enhanced Infrared Absorption (SEIRA), and Surface-Enhanced Fluorescence (SEF) are essential analytical techniques used to study the composition of materials by analyzing the way materials scatter light, absorb infrared radiation or emit fluorescence signals. This provides information about their molecular structure and properties. However, traditional SERS, SEIRA, and SEF techniques can be limited in sensitivity, resolution, and reproducibility, hindering their ability to detect and analyze trace amounts of substances or complex molecular structures. Metasurfaces, a class of engineered two-dimensional metamaterials with unique optical properties, have emerged as a promising tool to overcome these limitations and enhance spectroscopic techniques. This article provides a state-of-the-art overview of metasurfaces for enhanced SERS, SEIRA and SEF, covering their theoretical background, different types, advantages, disadvantages, and potential applications.

Indexed as

Biosensing TechniquesSpectrum Analysis, RamanmetasurfacesSEFSEIRASERSspectroscopy

Identifiers

PMID40710051
PMCPMC12293665

What OpenQuestion 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 OpenQuestion graph.