Determination of the main phenolic compounds of olive (Olea europaea L.) leaves by near infrared spectroscopy (NIR)

The main phenolics compounds in Olea europaea L. leaves are oleuropein, hydroxytyrosol, hydroxytyrosol hexoside, verbascoside and apingenin-7-glucoside, being oleuropein the most abundant. In the literature, there are different methods to determine some of these compounds, which imply an analytical preparation for their determination. In this line, the use of techniques based on infrared spectroscopy is presented as a promising alternative. Therefore, a near-infrared spectroscopy (NIR) calibration, validation and prediction to determine the main metabolites in olive leaves has been developed. To achieve this, olive leaves samples were analysed by HPLC-DAD to quantify the concentrations of the main phenolic metabolites. Subsequently, a predictive model was developed through NIR calibration, achieving a good R<sup>2</sup> value in all cases, being higher than 0.9 and close to 1 in all calibrations, as the same for R<sup>2</sup><sub>cv</sub> in all validations, with an excellent value for oleuropein (R<sup>2</sup><sub>cv</sub> = 93%). The RPD values were close to 4 for oleuropein and verbascoside and higher than 4 for hydroxytyrosol hexoside and apingenin-7-glucoside, indicating that the model has good reliability. So, good predictive models have been developed to determine the content of the main phenolic compounds in Olea europaea L. leaves, not only for the most abundant, but also for others with important bioactive properties.

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Publication Details

Journal
Scientific Reports
Published
2025-08-14
DOI
https://doi.org/10.1038/s41598-025-14292-6
Citations
3
Primary Topic
Spectroscopy and Chemometric Analyses
Type
article
Field-Weighted Citation Impact
2.26

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article

Determination of the main phenolic compounds of olive (Olea europaea L.) leaves by near infrared spectroscopy (NIR)

María Esther Martínez‐Navarro, Gonzalo L. Alonso, Rosario Sánchez‐Gómez, Jorge F. Escobar-Talavera
3 citations
Scientific Reports
Spectroscopy and Chemometric Analyses
2.26
article

Determination of the main phenolic compounds of olive (Olea europaea L.) leaves by near infrared spectroscopy (NIR)

María Esther Martínez‐Navarro, Gonzalo L. Alonso, Rosario Sánchez‐Gómez, Jorge F. Escobar-Talavera
article en
3 citations

Abstract

The main phenolics compounds in Olea europaea L. leaves are oleuropein, hydroxytyrosol, hydroxytyrosol hexoside, verbascoside and apingenin-7-glucoside, being oleuropein the most abundant. In the literature, there are different methods to determine some of these compounds, which imply an analytical preparation for their determination. In this line, the use of techniques based on infrared spectroscopy is presented as a promising alternative. Therefore, a near-infrared spectroscopy (NIR) calibration, validation and prediction to determine the main metabolites in olive leaves has been developed. To achieve this, olive leaves samples were analysed by HPLC-DAD to quantify the concentrations of the main phenolic metabolites. Subsequently, a predictive model was developed through NIR calibration, achieving a good R<sup>2</sup> value in all cases, being higher than 0.9 and close to 1 in all calibrations, as the same for R<sup>2</sup><sub>cv</sub> in all validations, with an excellent value for oleuropein (R<sup>2</sup><sub>cv</sub> = 93%). The RPD values were close to 4 for oleuropein and verbascoside and higher than 4 for hydroxytyrosol hexoside and apingenin-7-glucoside, indicating that the model has good reliability. So, good predictive models have been developed to determine the content of the main phenolic compounds in Olea europaea L. leaves, not only for the most abundant, but also for others with important bioactive properties.

Scientific ReportsVol. 15(1)
University of Castilla-La Mancha (ES)
Ministero dell’Istruzione, dell’Università e della Ricerca, Universidad de Castilla-La Mancha, European Regional Development Fund
Openalex Percentile: Top 12%
Spectroscopy and Chemometric Analyses
2.26
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