Evidence map›Paper›PMID 42479773›Full record

ArticlePloS one2026

Highly sensitive refractive index sensor based on asymmetric spectral response of TiO2 high-contrast grating under LED illumination.

Yua Okano, Yuusuke Takashima, Masanobu Haraguchi, Yoshiki Naoi

Abstract read
In one paragraph

Article in PloS one, 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.

Yua OkanoGraduate School of Advanced Technology and Science, Tokushima University, Tokushima, Japan.ORCID https://orcid.org/0009-0008-7351-6039
Yuusuke TakashimaGraduate School of Advanced Technology and Science, Tokushima University, Tokushima, Japan.ORCID https://orcid.org/0000-0001-5055-7331
Masanobu HaraguchiGraduate School of Advanced Technology and Science, Tokushima University, Tokushima, Japan.
Yoshiki NaoiGraduate School of Advanced Technology and Science, Tokushima University, Tokushima, Japan.ORCID https://orcid.org/0000-0003-3642-8976

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A highly sensitive intensity-interrogation refractive index (RI) sensor with a light-emitting diode (LED) was experimentally implemented via spectrally asymmetric resonance of a high-contrast grating (HCG). Our novel design concept realizes high sensitivity to RI variations by leveraging the asymmetry of the HCG's resonant spectrum to control its overlap with the light-source spectrum; in contrast, most conventional designs only focus on shifting the resonant spectrum. Electromagnetic field numerical simulations clarified that an optimized HCG exhibited spectrally asymmetric resonant reflection. The measured reflection spectra showed good agreement with the calculation results, and the reflected light intensity from the sample varied dramatically with a minuscule RI variation under 490 nm LED illumination owing to a significant change in the overlap. An RI sensitivity of 481% per refractive index unit (RIU) and an RI limit of detection of 9.98 × 10-4 RIU were experimentally achieved. Our sensor can be used in a wide range of applications owing to its high RI sensitivity and simple LED-based system without complex equipment, such as a spectrometer or angle-resolved setup.

Indexed as

LightingRefractometryTitaniumLightTitaniumtitanium dioxide

Identifiers

PMID42479773
PMCPMC13387568

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.