Proton Nuclear Magnetic Resonance (<sup>1</sup>H NMR) Metabolic Profiles Discriminate Two Monovarietal Extra Virgin Olive Oils, Cultivars Arbequina and Koroneiki, with Different Geographical Origin
This study aims to evaluate the Proton Nuclear Magnetic Resonance (<sup>1</sup>H-NMR)-based metabolomic profiles of monovarietal olive oils obtained from Arbequina and Koroneiki, which are typically present in the Mediterranean basin and grown in Spain and Greece, respectively. Micro-mil...
Main Authors: | , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2023-01-01
|
Series: | Horticulturae |
Subjects: | |
Online Access: | https://www.mdpi.com/2311-7524/9/1/66 |
_version_ | 1827625232149512192 |
---|---|
author | Federica Angilè Laura Del Coco Chiara Roberta Girelli Francesca Calò Lucia Mazzi Francesco Paolo Fanizzi Gaetano Alessandro Vivaldi Salvatore Camposeo |
author_facet | Federica Angilè Laura Del Coco Chiara Roberta Girelli Francesca Calò Lucia Mazzi Francesco Paolo Fanizzi Gaetano Alessandro Vivaldi Salvatore Camposeo |
author_sort | Federica Angilè |
collection | DOAJ |
description | This study aims to evaluate the Proton Nuclear Magnetic Resonance (<sup>1</sup>H-NMR)-based metabolomic profiles of monovarietal olive oils obtained from Arbequina and Koroneiki, which are typically present in the Mediterranean basin and grown in Spain and Greece, respectively. Micro-milled oils were obtained from olives harvested both in their cultivar home countries (Spain and Greece) and in Italy. Investigations by <sup>1</sup>H NMR metabolic profiling were carried out to develop a strategy for the correct interpretation of differences based on geographical origins. The NMR Spectroscopy and multivariate statistical analysis (MVA) revealed significant differences in fatty acids profile as well as the unsaponifiable fraction, not only according to the cultivars but also to the specific geographical origin of the olives used. In particular, the oils from Spain were higher in polyunsaturated fatty acids (PUFAs) content than those from Italy. Conversely, the Italian oils of Koroneiki showed higher content of monounsaturated fatty acids (MUFAs) than Greek oils. Regarding the Extra Virgin Olive Oils (EVOOs) minor fraction, for both cultivars, the olive oils obtained using olives harvested in Italy were characterized by higher relative content of phenolic compounds. It was found that each of the investigated cultivars (Arbequina and Koroneiki), very popular in super high density (SHD) planting systems, assumed a specific well-characterized metabolic EVOO profile when the olives are harvested in Italy. These results may contribute to extending and enforcing available literature data on <sup>1</sup>H NMR-based chemometric models as powerful tools for EVOOs geographical origin discrimination. |
first_indexed | 2024-03-09T12:29:36Z |
format | Article |
id | doaj.art-52bd43fd9b4348f8b195732ac063a827 |
institution | Directory Open Access Journal |
issn | 2311-7524 |
language | English |
last_indexed | 2024-03-09T12:29:36Z |
publishDate | 2023-01-01 |
publisher | MDPI AG |
record_format | Article |
series | Horticulturae |
spelling | doaj.art-52bd43fd9b4348f8b195732ac063a8272023-11-30T22:30:25ZengMDPI AGHorticulturae2311-75242023-01-01916610.3390/horticulturae9010066Proton Nuclear Magnetic Resonance (<sup>1</sup>H NMR) Metabolic Profiles Discriminate Two Monovarietal Extra Virgin Olive Oils, Cultivars Arbequina and Koroneiki, with Different Geographical OriginFederica Angilè0Laura Del Coco1Chiara Roberta Girelli2Francesca Calò3Lucia Mazzi4Francesco Paolo Fanizzi5Gaetano Alessandro Vivaldi6Salvatore Camposeo7Department of Biological and Environmental Sciences and Technologies, University of Salento, Prov.le Lecce-Monteroni, 73100 Lecce, ItalyDepartment of Biological and Environmental Sciences and Technologies, University of Salento, Prov.le Lecce-Monteroni, 73100 Lecce, ItalyDepartment of Biological and Environmental Sciences and Technologies, University of Salento, Prov.le Lecce-Monteroni, 73100 Lecce, ItalyDepartment of Biological and Environmental Sciences and Technologies, University of Salento, Prov.le Lecce-Monteroni, 73100 Lecce, ItalyCertified Origins Italia Srl, Località Il Madonnino, 58100 Grosseto, ItalyDepartment of Biological and Environmental Sciences and Technologies, University of Salento, Prov.le Lecce-Monteroni, 73100 Lecce, ItalyDepartment of Soil, Plant and Food Sciences, University of Bari Aldo Moro, 70125 Bari, ItalyDepartment of Soil, Plant and Food Sciences, University of Bari Aldo Moro, 70125 Bari, ItalyThis study aims to evaluate the Proton Nuclear Magnetic Resonance (<sup>1</sup>H-NMR)-based metabolomic profiles of monovarietal olive oils obtained from Arbequina and Koroneiki, which are typically present in the Mediterranean basin and grown in Spain and Greece, respectively. Micro-milled oils were obtained from olives harvested both in their cultivar home countries (Spain and Greece) and in Italy. Investigations by <sup>1</sup>H NMR metabolic profiling were carried out to develop a strategy for the correct interpretation of differences based on geographical origins. The NMR Spectroscopy and multivariate statistical analysis (MVA) revealed significant differences in fatty acids profile as well as the unsaponifiable fraction, not only according to the cultivars but also to the specific geographical origin of the olives used. In particular, the oils from Spain were higher in polyunsaturated fatty acids (PUFAs) content than those from Italy. Conversely, the Italian oils of Koroneiki showed higher content of monounsaturated fatty acids (MUFAs) than Greek oils. Regarding the Extra Virgin Olive Oils (EVOOs) minor fraction, for both cultivars, the olive oils obtained using olives harvested in Italy were characterized by higher relative content of phenolic compounds. It was found that each of the investigated cultivars (Arbequina and Koroneiki), very popular in super high density (SHD) planting systems, assumed a specific well-characterized metabolic EVOO profile when the olives are harvested in Italy. These results may contribute to extending and enforcing available literature data on <sup>1</sup>H NMR-based chemometric models as powerful tools for EVOOs geographical origin discrimination.https://www.mdpi.com/2311-7524/9/1/66super high density planting systems<sup>1</sup>H NMR spectroscopychemometric modelfatty acidsphenols |
spellingShingle | Federica Angilè Laura Del Coco Chiara Roberta Girelli Francesca Calò Lucia Mazzi Francesco Paolo Fanizzi Gaetano Alessandro Vivaldi Salvatore Camposeo Proton Nuclear Magnetic Resonance (<sup>1</sup>H NMR) Metabolic Profiles Discriminate Two Monovarietal Extra Virgin Olive Oils, Cultivars Arbequina and Koroneiki, with Different Geographical Origin Horticulturae super high density planting systems <sup>1</sup>H NMR spectroscopy chemometric model fatty acids phenols |
title | Proton Nuclear Magnetic Resonance (<sup>1</sup>H NMR) Metabolic Profiles Discriminate Two Monovarietal Extra Virgin Olive Oils, Cultivars Arbequina and Koroneiki, with Different Geographical Origin |
title_full | Proton Nuclear Magnetic Resonance (<sup>1</sup>H NMR) Metabolic Profiles Discriminate Two Monovarietal Extra Virgin Olive Oils, Cultivars Arbequina and Koroneiki, with Different Geographical Origin |
title_fullStr | Proton Nuclear Magnetic Resonance (<sup>1</sup>H NMR) Metabolic Profiles Discriminate Two Monovarietal Extra Virgin Olive Oils, Cultivars Arbequina and Koroneiki, with Different Geographical Origin |
title_full_unstemmed | Proton Nuclear Magnetic Resonance (<sup>1</sup>H NMR) Metabolic Profiles Discriminate Two Monovarietal Extra Virgin Olive Oils, Cultivars Arbequina and Koroneiki, with Different Geographical Origin |
title_short | Proton Nuclear Magnetic Resonance (<sup>1</sup>H NMR) Metabolic Profiles Discriminate Two Monovarietal Extra Virgin Olive Oils, Cultivars Arbequina and Koroneiki, with Different Geographical Origin |
title_sort | proton nuclear magnetic resonance sup 1 sup h nmr metabolic profiles discriminate two monovarietal extra virgin olive oils cultivars arbequina and koroneiki with different geographical origin |
topic | super high density planting systems <sup>1</sup>H NMR spectroscopy chemometric model fatty acids phenols |
url | https://www.mdpi.com/2311-7524/9/1/66 |
work_keys_str_mv | AT federicaangile protonnuclearmagneticresonancesup1suphnmrmetabolicprofilesdiscriminatetwomonovarietalextravirginoliveoilscultivarsarbequinaandkoroneikiwithdifferentgeographicalorigin AT lauradelcoco protonnuclearmagneticresonancesup1suphnmrmetabolicprofilesdiscriminatetwomonovarietalextravirginoliveoilscultivarsarbequinaandkoroneikiwithdifferentgeographicalorigin AT chiararobertagirelli protonnuclearmagneticresonancesup1suphnmrmetabolicprofilesdiscriminatetwomonovarietalextravirginoliveoilscultivarsarbequinaandkoroneikiwithdifferentgeographicalorigin AT francescacalo protonnuclearmagneticresonancesup1suphnmrmetabolicprofilesdiscriminatetwomonovarietalextravirginoliveoilscultivarsarbequinaandkoroneikiwithdifferentgeographicalorigin AT luciamazzi protonnuclearmagneticresonancesup1suphnmrmetabolicprofilesdiscriminatetwomonovarietalextravirginoliveoilscultivarsarbequinaandkoroneikiwithdifferentgeographicalorigin AT francescopaolofanizzi protonnuclearmagneticresonancesup1suphnmrmetabolicprofilesdiscriminatetwomonovarietalextravirginoliveoilscultivarsarbequinaandkoroneikiwithdifferentgeographicalorigin AT gaetanoalessandrovivaldi protonnuclearmagneticresonancesup1suphnmrmetabolicprofilesdiscriminatetwomonovarietalextravirginoliveoilscultivarsarbequinaandkoroneikiwithdifferentgeographicalorigin AT salvatorecamposeo protonnuclearmagneticresonancesup1suphnmrmetabolicprofilesdiscriminatetwomonovarietalextravirginoliveoilscultivarsarbequinaandkoroneikiwithdifferentgeographicalorigin |