Evidence map›Paper›PMID 41441474›Full record

ArticleNanomaterials (Basel, Switzerland)2025

Tuning Surface-Enhanced Raman Scattering (SERS) via Filling Fraction and Period in Gold-Coated Bullseye Gratings.

Ziqi Li, Yaming Cheng, Carlos Fernandes, Xiaolu Wang, Harry E Ruda

Abstract read
In one paragraph

Article in Nanomaterials (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

5 authors.

Ziqi LiDepartment of Materials Science and Engineering, University of Toronto, Toronto, ON M5S 1A1, Canada.ORCID 0000-0002-2296-8114
Yaming ChengDepartment of Materials Science and Engineering, University of Toronto, Toronto, ON M5S 1A1, Canada.ORCID 0009-0002-5538-1966
Carlos FernandesDepartment of Materials Science and Engineering, University of Toronto, Toronto, ON M5S 1A1, Canada.ORCID 0009-0007-9835-7102
Xiaolu WangDepartment of Materials Science and Engineering, University of Toronto, Toronto, ON M5S 1A1, Canada.ORCID 0009-0006-6736-6957
Harry E RudaDepartment of Materials Science and Engineering, University of Toronto, Toronto, ON M5S 1A1, Canada.ORCID 0000-0002-8451-875X

Funding

Mitacs Grant No. 0000302553Natural Sciences and Engineering Research Council of Canada (NSERC) Grant No. 0000300001
6 · The paper itself

Abstract

Surface-enhanced Raman scattering (SERS) is a highly sensitive analytical technique capable of single-molecule detection, yet its performance strongly depends on the underlying plasmonic architecture. In this study, we developed a robust SERS platform based on long-range-ordered bullseye plasmonic nano-gratings with tunable period and filling fraction, fabricated via electron beam lithography and reactive ion etching and uniformly coated with a thin gold film. These concentric nanostructures support efficient surface plasmon resonance and radial SPP focusing, enabling intense electromagnetic field enhancement across the substrate. Using this platform, we achieved quantitative detection of Rhodamine 6G with enhancement factors of 105. Notably, our results reveal a previously unrecognized mechanistic insight: the geometric configuration producing the strongest local electric fields does not yield the highest SERS enhancement, due to misalignment between the dominant field orientation and the molecular polarizability tensor. This finding explains the non-monotonic dependence of SERS performance on grating geometry and introduces a new design principle in which both field strength and field-molecule alignment must be co-optimized. Overall, this work provides a mechanistic framework for rationally engineering plasmonic substrates for sensitive and quantitative molecular detection.

Indexed as

bullseye plasmonic nano-gratingselectromagnetic field enhancementlocalized surface plasmons (LSPs)plasmonic substrate optimizationsurface-enhanced raman scattering (SERS)surface plasmon polaritons (SPPs)

Identifiers

PMID41441474
PMCPMC12735832

What OpenQuestion holds

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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.