Evidence map›Paper›PMID 41683144›Full record

ArticleFoods (Basel, Switzerland)2026

Rapid Monitoring and Quantification of Primary and Secondary Oxidative Markers in Edible Oils During Deep Frying Using Near-Infrared Spectroscopy and Chemometrics.

Taha Mehany, José M González-Sáiz, Consuelo Pizarro

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2026. 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. Review
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

3 authors.

Taha MehanyDepartment of Chemistry, University of La Rioja, 26006 Logroño, Spain.ORCID 0000-0001-7960-7558
José M González-SáizDepartment of Chemistry, University of La Rioja, 26006 Logroño, Spain.ORCID 0000-0002-4463-8343
Consuelo PizarroDepartment of Chemistry, University of La Rioja, 26006 Logroño, Spain.ORCID 0000-0001-6450-8741

Funding

Marie Curie 801586
6 · The paper itself

Abstract

backgroundOxidative degradation during deep frying negatively affects the nutritional quality and stability of edible oils. Rapid, non-destructive methods to monitor oxidation, particularly in antioxidant-enriched oils, are therefore of growing interest. MATERIALS AND

methodsThis study investigates the potential of near-infrared (NIR) spectroscopy combined with chemometric modeling-specifically the Stepwise Decorrelation of Variables (SELECT) algorithm and Ordinary Least Squares (OLS) regression-to quantitatively assess oxidation dynamics in edible oils enriched with hydroxytyrosol extract from olive fruit during deep frying. Extra virgin olive oil, virgin olive oil, refined olive oil, refined sunflower oil, and high-oleic sunflower oil were evaluated under controlled thermal degradation conditions.

resultsVariable selection identified key NIR spectral regions related to acidity, conjugated dienes (K

conclusionsThe results demonstrate that hydroxytyrosol enrichment enhances the oxidative and nutritional stability of edible oils during deep frying. Moreover, the integration of NIR spectroscopy with chemometric modeling provides an effective, non-destructive tool for real-time monitoring of oil oxidation, supporting sustainable quality control, process optimization, and antioxidant fortification in functional edible oils.

Indexed as

bioactive compoundschemometricshydroxytyrosolmedicinal plantsnear-infrared spectroscopyoxidative stabilitypolyphenolsSELECT algorithmTOTOX indexvegetable oils

Identifiers

PMID41683144
PMCPMC12897350

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Registered trials

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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.