Evidence map›Paper›PMID 40878551›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2025

Mass-Manufactured Gradient Plasmonic Metasurfaces for Enhanced Mid-IR Spectrochemical Analysis of Complex Biofluids.

Samir Rosas, Shovasis Kumar Biswas, Wihan Adi, Furkan Kuruoglu, Aidana Beisenova, Manish S Patankar, Filiz Yesilkoy

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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

7 authors.

Samir RosasDepartment of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
Shovasis Kumar BiswasDepartment of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
Wihan AdiDepartment of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
Furkan KuruogluDepartment of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
Aidana BeisenovaDepartment of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.
Manish S PatankarDepartment of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI, 53792, USA.
Filiz YesilkoyDepartment of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA.ORCID 0000-0001-8483-3285

Funding

Metasurface enhanced and machine learning aided spectrochemical liquid biopsyR21EB034411 · NIBIB · UNIVERSITY OF WISCONSIN-MADISON · PI YESILKOY, FILIZ · 2023 to 2025
$595k
National Science Foundation DMR-2309000NIBIB NIH HHS R21 EB034411NIH HHS R21EB034411U.S. Department of Energy DE-AC02-06CH11357
6 · The paper itself

Abstract

Mid-infrared (Mid-IR) spectroscopy offers powerful label-free molecular analysis capabilities but faces significant challenges when analyzing complex biological samples. Here, a transformative surface-enhanced infrared absorption spectroscopy (SEIRAS) platform is presented that overcomes fundamental limitations through key innovations. First, high-throughput wafer-scale fabrication of mid-IR plasmonic micro-hole-array (MHA) metasurfaces is demonstrated on free-standing silicon nitride (Si

Indexed as

Spectrophotometry, InfraredAscitic FluidFemaleHumansOvarian NeoplasmsSilicon CompoundsSilicon Compoundssilicon nitridebiosensorsmid‐infrared spectroscopyplasmonic metasurfacessurface‐enhanced infrared absorption spectroscopy

Identifiers

PMID40878551
PMCPMC12535766

What OpenQuestion holds

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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.