Evidence map›Paper›PMID 40719288›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Nanoplasmonic Infrared Microarray Sensor Enabling Structural Protein Biomarker-Based Drug Screening for Neurodegenerative Diseases.

Deepthy Kavungal, Enzo Morro, Senthil T Kumar, Berkay Dagli, Hilal A Lashuel, Hatice Altug

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Deepthy KavungalBionanophotonic Systems Laboratory (BIOS), Institute of Bioengineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.ORCID 0000-0002-8047-2969
Enzo MorroLaboratory of Molecular Neurobiology and Neuroproteomics (LMNN), Institute of Bioengineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.
Senthil T KumarLaboratory of Molecular Neurobiology and Neuroproteomics (LMNN), Institute of Bioengineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.
Berkay DagliBionanophotonic Systems Laboratory (BIOS), Institute of Bioengineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.
Hilal A LashuelLaboratory of Molecular Neurobiology and Neuroproteomics (LMNN), Institute of Bioengineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.ORCID 0000-0001-7682-8320
Hatice AltugBionanophotonic Systems Laboratory (BIOS), Institute of Bioengineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.ORCID 0000-0001-5522-1343

Funding

HORIZON EUROPE Framework Programme 101046424HORIZON EUROPE Framework Programme 101070700Research and Innovation 22.00018Research and Innovation 22.00081Swiss State Secretariat for Education
6 · The paper itself

Abstract

The misfolding of proteins from native monomers into β-sheet-rich fibrils via oligomers is a key hallmark of neurodegenerative diseases (NDDs). Identifying and screening drugs that inhibit protein aggregation for early disease intervention remains challenging due to the limitations of existing methods. This work introduces a novel nanoplasmonic infrared microarray sensor for label-free and high-throughput drug screening based on structural protein biomarkers in NDDs. The sensor employs 2D arrays of nanoplasmonic units compartmentalized in micropatterned polymeric microwells for high-throughput protein sensing and secondary structural analysis. The flexibility of the on-chip integrated microarray sensor is showcased through ultra-compact 48, 96, and 384 microwell designs, enabling detection from as low as 2 nL of sample volume and with a 100 pg/mL sensitivity in under a minute of in situ measurement. The drug screening capability is validated by assessing multiple drug compounds in a multiplexed manner for their inhibiting effect on aSyn aggregation, an important NDDs protein biomarker. The microarray sensor successfully quantified the secondary structural changes in drug-treated protein samples, detecting both oligomers and fibrils, which the conventional fluorescence-based assays failed to do. Thus, the nanoplasmonic microarray sensor is a promising advancement in the NDDs and pharmaceutical research for drug screening.

Indexed as

Neurodegenerative DiseasesProtein Array AnalysisBiomarkersDrug Evaluation, PreclinicalHigh-Throughput Screening AssaysHumansBiomarkersalpha‐synucleinhigh‐throughput screeninginfrared spectroscopymetasurfacesmicroarrayneurodegenerative diseasesplasmonics

Identifiers

PMID40719288
PMCPMC12533156

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.