Evidence map›Paper›PMID 41590311›Full record

ArticleBiosensors2026

Real-Time Monitoring of Microbial Contamination and Stress Biomarkers with Liquid Crystal-Based Immunosensors for Food Safety Assessment.

Maria Simone Soares, Andreia C M Rodrigues, Sílvia F S Pires, Amadeu M V M Soares, Ana P L Costa, Jan Nedoma, Pedro L Almeida, Nuno Santos, Carlos Marques

Abstract read
In one paragraph

Article in Biosensors, 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

9 authors.

Maria Simone SoaresCICECO-Aveiro Institute of Materials & Physics Department, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal.ORCID 0000-0002-2752-1629
Andreia C M RodriguesCESAM-Centre for Environmental and Marine Studies and Department of Biology, University of Aveiro, 3810-193 Aveiro, Portugal.ORCID 0000-0001-9839-6290
Sílvia F S PiresCESAM-Centre for Environmental and Marine Studies and Department of Biology, University of Aveiro, 3810-193 Aveiro, Portugal.ORCID 0000-0003-1924-3072
Amadeu M V M SoaresCESAM-Centre for Environmental and Marine Studies and Department of Biology, University of Aveiro, 3810-193 Aveiro, Portugal.ORCID 0000-0003-0879-9470
Ana P L CostaSEAentia-Parque Tecnológico de Cantanhede, Núcleo 04 Lote 2, 3060-197 Cantanhede, Portugal.ORCID 0000-0002-0190-2298
Jan NedomaDepartment of Telecommunications, VSB-Technical University of Ostrava, 70800 Ostrava, Czech Republic.ORCID 0000-0001-7459-2043
Pedro L AlmeidaI3N-CENIMAT, School of Sciences and Technology, NOVA University of Lisbon, 2829-516 Caparica, Portugal.ORCID 0000-0001-7356-8455
Nuno SantosI3N & Physics Department, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal.ORCID 0000-0001-9685-7479
Carlos MarquesCICECO-Aveiro Institute of Materials & Physics Department, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal.ORCID 0000-0002-8596-5092

Funding

European Commission CZ.10.03.01/00/22_003/0000048Fundação para a Ciência e Tecnologia LA/P/0006/2020, UIDB/50011/2020, UIDP/50011/2020
6 · The paper itself

Abstract

Aquaculture is a crucial global food production sector that faces challenges in water quality management, food safety, and stress-related health concerns in aquatic species. Cortisol, a key stress biomarker in fish, and

Indexed as

Biosensing TechniquesFood SafetyAnimalsAquacultureBiomarkersEscherichia coliFood ContaminationHydrocortisoneImmunoassayLiquid CrystalsBiomarkersHydrocortisoneaquaculturebiosensorcortisoldepurationEscherichia coli (E. coli)liquid crystal (LC)recirculating aquaculture system (RAS)

Identifiers

PMID41590311
PMCPMC12839293

What OpenQuestion 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 OpenQuestion graph.