Evidence map›Paper›PMID 41952666›Full record

ReviewNanoscale advances2026

SERS and SEF with enhancement in nanogaps: from fabrication to biosensing.

Alisher Sultangaziyev, Dinmukhamed Aliyev, Ansar Seitkali, Rostislav Bukasov

Abstract readReview
In one paragraph

Review in Nanoscale advances, 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.

Alisher SultangaziyevDepartment of Chemistry, School of Sciences and Humanities (SSH), Nazarbayev University Astana Kazakhstan rostislav.bukasov@nu.edu.kz.ORCID https://orcid.org/0000-0001-6769-7189
Dinmukhamed AliyevDepartment of Chemistry, School of Sciences and Humanities (SSH), Nazarbayev University Astana Kazakhstan rostislav.bukasov@nu.edu.kz.
Ansar SeitkaliDepartment of Chemistry, School of Sciences and Humanities (SSH), Nazarbayev University Astana Kazakhstan rostislav.bukasov@nu.edu.kz.ORCID https://orcid.org/0009-0002-1170-5113
Rostislav BukasovDepartment of Chemistry, School of Sciences and Humanities (SSH), Nazarbayev University Astana Kazakhstan rostislav.bukasov@nu.edu.kz.ORCID https://orcid.org/0000-0002-7060-1632

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This review surveys SERS and SEF spectroscopies, with a spotlight on the correlation between nanogap fabrication techniques and subsequent applications of those nanogaps in biosensing. In the last several decades, the development of new nanofabrication techniques and novel applications substantially increased the importance of these spectroscopic techniques for biosensing. The cornerstone of this development is the application and control of nanogaps between nanoparticles and nanostructures. Nanogaps are important since they may be responsible for the biggest portion of signal enhancement in SERS and SEF. This review summarizes and provides insights into the theory behind nanogap enhancement, nanogap fabrication, and its applications in direct and indirect biosensing. The theoretical part includes studies on the origin of nanogap enhancement and its dependence on gap distance and agglomeration. Next, the review presents and compares structured and unstructured fabrication techniques with a few dozen examples tabulated with their figures of merit, like the enhancement factor (EF) and limit of detection (LOD). In total, 50 SERS-based and 26 SEF-based articles were tabulated, whereas 38 papers were classified based on the synthesis method and based on the EF and median LOD values calculated for Electron Beam Lithography (EBL) and Template-Assisted (TA) prepared substrates that were no more than one order of magnitude better or about the same as those for other fabrication methods (median 1 × 10

Identifiers

PMID41952666
PMCPMC13055915

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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.