Evidence map›Paper›PMID 41900103›Full record

ArticleMolecules (Basel, Switzerland)2026

FTIR-ATR Spectroscopy and Chemometrics for Varietal Screening of PDO Douro Monovarietal Wines: An Exploratory Feasibility Study.

Ângela Vieira, Amanda Priscila Silva Nascimento, Maria Zélia Branco, Paula Martins-Lopes, José Eduardo Eiras-Dias, João Brazão, Luís Ferreira, Nelson Machado, Ana Novo Barros

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 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.

Ângela VieiraCentre for the Research and Technology of Agro-Environmental and Biological Sciences (CITAB), Institute for Innovation, Capacity Building, and Sustainability of Agri-Food Production (Inov4Agro), Universidade de Trás-os-Montes e Alto Douro (UTAD), 5000-801 Vila Real, Portugal.
Amanda Priscila Silva NascimentoAcademic Unit of Food Engineering, Federal University of Campina Grande (UFCG), Aprígio Veloso Avenue, 882, Campina Grande 58429-900, PB, Brazil.ORCID 0000-0003-3445-5479
Maria Zélia BrancoCentre for the Research and Technology of Agro-Environmental and Biological Sciences (CITAB), Institute for Innovation, Capacity Building, and Sustainability of Agri-Food Production (Inov4Agro), Universidade de Trás-os-Montes e Alto Douro (UTAD), 5000-801 Vila Real, Portugal.ORCID 0009-0007-0816-0745
Paula Martins-LopesCentre for the Research and Technology of Agro-Environmental and Biological Sciences (CITAB), Institute for Innovation, Capacity Building, and Sustainability of Agri-Food Production (Inov4Agro), Universidade de Trás-os-Montes e Alto Douro (UTAD), 5000-801 Vila Real, Portugal.ORCID 0000-0001-8229-0117
José Eduardo Eiras-DiasNational Institute for Agricultural and Veterinary Research (INIAV), 2565-191 Dois Portos, Portugal.
João BrazãoNational Institute for Agricultural and Veterinary Research (INIAV), 2565-191 Dois Portos, Portugal.
Luís FerreiraCentre for the Research and Technology of Agro-Environmental and Biological Sciences (CITAB), Institute for Innovation, Capacity Building, and Sustainability of Agri-Food Production (Inov4Agro), Universidade de Trás-os-Montes e Alto Douro (UTAD), 5000-801 Vila Real, Portugal.ORCID 0000-0002-3341-861X
Nelson MachadoInstitute for Systems and Computer Engineering, Technology and Science (INESC TEC), Faculty of Engineering, University of Porto (FEUP), 4200-465 Porto, Portugal.ORCID 0000-0003-0380-0399
Ana Novo BarrosCentre for the Research and Technology of Agro-Environmental and Biological Sciences (CITAB), Institute for Innovation, Capacity Building, and Sustainability of Agri-Food Production (Inov4Agro), Universidade de Trás-os-Montes e Alto Douro (UTAD), 5000-801 Vila Real, Portugal.ORCID 0000-0001-5834-6141

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The authentication of wines with Protected Designation of Origin (PDO) status is a key requirement for quality assurance, traceability, and consumer trust, particularly in traditional wine-producing regions such as the Douro Demarcated Region (Portugal). Among the certification criteria, the reliable identification of grape varieties remains technically challenging, especially when rapid and non-destructive analytical approaches are required. In this study, Fourier-transform infrared spectroscopy coupled with chemometric analysis was evaluated as a rapid screening approach for the differentiation of monovarietal Douro wines produced under standardized microvinification conditions. Twenty-one monovarietal wines were analyzed using mid-infrared spectra (1800-1000 cm

Indexed as

ChemometricsVitisWineDiscriminant AnalysisFeasibility StudiesLeast-Squares AnalysisPortugalSpectroscopy, Fourier Transform InfraredchemometricsFTIR-ATR spectroscopyPartial Least Squares Discriminant Analysisvarietal screeningwine authentication

Identifiers

PMID41900103
PMCPMC13028719

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.