Evidence map›Paper›PMID 42519095›Full record

ReviewRSC advances2026

From weak adsorption to selective detection: functionalized interfaces for SERS glucose sensing.

Ha Anh Nguyen, Ngo Thi Loan, Dao Thi Nguyet Nga, Dang Thi Hanh Trang, Vu Ngoc Phan, Anh-Tuan Le

Abstract readReview
In one paragraph

Review in RSC 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

6 authors.

Ha Anh NguyenPhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam anh.nguyenha@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.ORCID https://orcid.org/0000-0002-1183-5041
Ngo Thi LoanPhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam anh.nguyenha@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.
Dao Thi Nguyet NgaPhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam anh.nguyenha@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.ORCID https://orcid.org/0000-0001-5824-8007
Dang Thi Hanh TrangPhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam anh.nguyenha@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.
Vu Ngoc PhanPhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam anh.nguyenha@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.
Anh-Tuan LePhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam anh.nguyenha@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.ORCID https://orcid.org/0000-0002-4191-1834

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Surface-enhanced Raman scattering (SERS) offers molecularly specific, highly sensitive, and potentially miniaturized analysis for glucose sensing, but glucose remains an intrinsically difficult SERS target on bare noble-metal surfaces. As a neutral, highly hydrated, weakly adsorbing aliphatic polyol, glucose does not readily populate plasmonic hotspots or form a stable, selective, and spectroscopically productive interfacial state. Consequently, the central limitation in SERS glucose sensing is not simply weak Raman scattering, but the mismatch between glucose chemistry and the interfacial requirements of SERS detection. This review examines functionalized interfaces as the main route for overcoming that mismatch. We first discuss the SERS principles most relevant to glucose sensing, including electromagnetic and chemical enhancement, distance dependence, adsorption probability, molecular orientation, and matrix competition. We then analyze boronic-acid-centered interfaces, which currently represent the most developed practical strategy because they combine reversible

Identifiers

PMID42519095
PMCPMC13383844

What OpenQuestion holds

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LicenceCC BY-NC
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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.