Varietal and Geographical Discrimination of Greek Monovarietal Extra Virgin Olive Oils Based on Squalene, Tocopherol, and Fatty Acid Composition
Open accessAbstract
Extra virgin olive oil (EVOO) is an important component of the Mediterranean diet and a highly priced product. Despite the strict legislation to protect it from fraudulent practices, there is an increasing demand to characterize EVOOs and evaluate their authenticity. For this purpose, 68 monovarietal EVOOs, originating from three regions of Greece (Peloponnese, Crete, and Lesvos) and two local cultivars (Koroneiki and Kolovi), were obtained during the harvesting period of 2018–2019. Fatty acids, squalene, and tocopherols were determined chromatographically according to official methods in order to study the effect of cultivar and geographical origin. Squalene and γ-tocopherol differed significantly amongst the cultivars tested. Koroneiki samples exhibited higher squalene content than Kolovi samples, whereas the opposite was observed for γ-tocopherol. The tocopherol level was highly geographical dependent, with EVOOs from Peloponnese displaying the highest concentration of α-tocopherol, whereas the content of γ-tocopherol was significantly higher in samples from Lesvos. Unsupervised and supervised multivariate analysis resulted in a satisfactory grouping of EVOOs according to cultivar. γ-Tocopherol, squalene, and the majority of fatty acids were the most discriminant variables, with γ-tocopherol, linoleic, linolenic, and gadoleic acid being present at higher levels in samples from the Kolovi cultivar. Koroneiki samples were characterized with higher levels of squalene, palmitic, palmitoleic, and arachidic acid.
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Squalene is present in vegetable oils and is extracted commercially from olive oil, which contains 564 mg per 100 g.
“Squalene is present in vegetable oils and is extracted commercially from olive oil [63], which contains 564 mg per 100 g.”
From Key Targets for Improving Algal Biofuel Production (2021) · cites this paper as [63]
The Introduction identifies squalene as a component of olive oil, and the Results (§2.1) report measured concentrations of 4534–11,919 mg/kg. The paper does not report commercial extraction from olive oil or the specific value of 564 mg per 100 g, although that value falls within its measured range. (LLM, conf=0.86)
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Cites
Using MetaboAnalyst 4.0 for Comprehensive and Integrative Metabolomics Data Analysis
Chong, J., Wishart, D. S., & Xia, J. (2019) · Current Protocols in Bioinformatics · doi:10.1002/cpbi.86 · Cited by 2,144 · see citing works
Large-Scale Human Metabolomics Studies: A Strategy for Data (Pre-) Processing and Validation
Bijlsma, S., Bobeldijk, I., Verheij, E. R., Ramaker, R., Kochhar, S., Macdonald, I. A., van Ommen, B., & Smilde, A. K. (2005) · Analytical Chemistry · doi:10.1021/ac051495j · Cited by 869 · see citing works
Tocopherol, tocotrienol and plant sterol contents of vegetable oils and industrial fats
Schwartz, H., Ollilainen, V., Piironen, V., & Lampi, A.-M. (2008) · Journal of Food Composition and Analysis · doi:10.1016/j.jfca.2007.07.012 · Cited by 461 · see citing works
Olive oil and the cardiovascular system
Covas, M. I. (2007) · Pharmacological Research · doi:10.1016/j.phrs.2007.01.010 · Cited by 401 · see citing works
Baccouri, O., Guerfel, M., Baccouri, B., et al. (2008) · Food Chemistry · doi:10.1016/j.foodchem.2008.01.034 · Cited by 248 · see citing works
Olive Oil as a Functional Food: Epidemiology and Nutritional Approaches
Stark, A. H., & Madar, Z. (2002) · Nutrition Reviews · doi:10.1301/002966402320243250 · Cited by 235 · see citing works
Aguilera, M. P., Beltrán, G., Ortega, D., Fernández, A., Jiménez, A., & Uceda, M. (2004) · Food Chemistry · doi:10.1016/j.foodchem.2004.02.046 · Cited by 234 · see citing works
Stability of Virgin Olive Oil. 1. Autoxidation Studies
Psomiadou, E., & Tsimidou, M. Z. (2002) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf0108462 · Cited by 216 · see citing works
α-Tocopherol Content of Greek Virgin Olive Oils
Psomiadou, E., Tsimidou, M. Z., & Boskou, D. G. (2000) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf990993o · Cited by 155 · see citing works
Antioxidants in Greek Virgin Olive Oils
Kalogeropoulos, N., & Tsimidou, M. Z. (2014) · Antioxidants · doi:10.3390/antiox3020387 · Cited by 128 · see citing works
Stefanoudaki, E., Kotsifaki, F., & Koutsaftakis, A. (1999) · Journal of the American Oil Chemists Society · doi:10.1007/s11746-999-0013-7 · Cited by 125 · see citing works
Rastrelli, L., Passi, S., IPPOLITO, F., et al. (2002) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf011063j · Cited by 119 · see citing works
Variability of vitamin E in virgin olive oil by agronomical and genetic factors
Beltrán, G., Jiménez, A., del Rio, C., et al. (2010) · Journal of Food Composition and Analysis · doi:10.1016/j.jfca.2010.03.003 · Cited by 117 · see citing works
Bajoub, A., Medina‐Rodríguez, S., Gómez‐Romero, M., Ajal, E. A., Bagur-González, M. G., Fernández‐Gutiérrez, A., & Carrasco‐Pancorbo, A. (2016) · Food Chemistry · doi:10.1016/j.foodchem.2016.07.140 · Cited by 117 · see citing works
Lukić, I., Carlin, S., Horvat, I., et al. (2018) · Food Chemistry · doi:10.1016/j.foodchem.2018.07.133 · Cited by 108 · see citing works
Kalogiouri, N. P., Aalizadeh, R., Dasenaki, M. E., & Τhomaidis, Ν. S. (2020) · Analytica Chimica Acta · doi:10.1016/j.aca.2020.07.029 · Cited by 103 · see citing works
Olive Fruit, Table Olives, and Olive Oil Bioactive Constituents
Boskou, D. G. (2015) · Elsevier eBooks · doi:10.1016/b978-1-63067-041-2.50007-0 · Cited by 101 · see citing works
Ouni, Y., Flamini, G., Manel, I., et al. (2010) · Food Chemistry · doi:10.1016/j.foodchem.2010.08.023 · Cited by 96 · see citing works
Squalene in virgin olive oil: Screening of variability in olive cultivars
Beltrán, G., Bucheli, M. E., Aguilera, M. P., Belaj, A., & Jiménez, A. (2015) · European Journal of Lipid Science and Technology · doi:10.1002/ejlt.201500295 · Cited by 93 · see citing works
Analysis of minor components in olive oil
Murkovic, M., Lechner, S., Pietzka, A. T., et al. (2004) · Journal of Biochemical and Biophysical Methods · doi:10.1016/j.jbbm.2004.04.002 · Cited by 92 · see citing works
Pouliarekou, E., Badeka, A. V., Tasioula‐Margari, M., et al. (2011) · Journal of Chromatography A · doi:10.1016/j.chroma.2011.07.081 · Cited by 86 · see citing works
Changes in squalene and sterols associated with olive maturation
Fernández‐Cuesta, Á., León, L., Velasco, L., et al. (2013) · Food Research International · doi:10.1016/j.foodres.2013.07.049 · Cited by 85 · see citing works
Kalogiouri, N. P., Aalizadeh, R., & Τhomaidis, Ν. S. (2018) · Food Chemistry · doi:10.1016/j.foodchem.2018.02.101 · Cited by 85 · see citing works
Tsimidou, M. Z., & Karakostas, K. X. (1993) · Journal of the Science of Food and Agriculture · doi:10.1002/jsfa.2740620308 · Cited by 82 · see citing works
Anastasopoulos, E., Kalogeropoulos, N., Kaliora, A. C., et al. (2010) · International Journal of Food Science & Technology · doi:10.1111/j.1365-2621.2010.02485.x · Cited by 81 · see citing works
Longobardi, F., Ventrella, A., Casiello, G., et al. (2011) · Food Chemistry · doi:10.1016/j.foodchem.2011.09.130 · Cited by 70 · see citing works
Kosma, I. S., Badeka, A. V., Vatavali, K. A., et al. (2015) · European Journal of Lipid Science and Technology · doi:10.1002/ejlt.201500293 · Cited by 66 · see citing works
Kalogiouri, N. P., Aalizadeh, R., & Τhomaidis, Ν. S. (2017) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-017-0395-6 · Cited by 64 · see citing works
Vera, D. N., Jiménez-Carvelo, A. M., Cuadros-Rodrı́guez, L., et al. (2019) · Talanta · doi:10.1016/j.talanta.2019.05.064 · Cited by 59 · see citing works
Dabbou, S., Issaoui, M., Esposto, S., et al. (2009) · Journal of the Science of Food and Agriculture · doi:10.1002/jsfa.3588 · Cited by 56 · see citing works
Longobardi, F., Ventrella, A., Casiello, G., et al. (2012) · Food Chemistry · doi:10.1016/j.foodchem.2012.01.059 · Cited by 56 · see citing works
Salvo, A., Torre, G. L. L., Rotondo, A., Mangano, V., Casale, K. E., Pellizzeri, V., Clodoveo, M. L., Corbo, F., Cicero, N., & Dugo, G. (2016) · Food Analytical Methods · doi:10.1007/s12161-016-0697-x · Cited by 54 · see citing works
Ambra, R., Natella, F., Lucchetti, S., Forte, V., & Pastore, G. (2016) · International Journal of Food Sciences and Nutrition · doi:10.1080/09637486.2016.1265099 · Cited by 53 · see citing works
Virgin olive oil metabolomics: A review
Lioupi, A., Nenadis, N., & Theodoridis, G. A. (2020) · Journal of Chromatography B · doi:10.1016/j.jchromb.2020.122161 · Cited by 50 · see citing works
Borges, T. H., López, L. C., Pereira, J. A., Cabrera–Vique, C., & Seiquer, I. (2017) · Journal of Food Composition and Analysis · doi:10.1016/j.jfca.2017.07.036 · Cited by 45 · see citing works
Franco, M. N., Galeano-D^|^iacute;az, T., S^|^aacute;nchez, J., de Miguel, C., & Martín‐Vertedor, D. (2014) · Journal of Oleo Science · doi:10.5650/jos.ess13098 · Cited by 39 · see citing works
Effect of Agricultural Sites on Differentiation between Chemlali and Neb Jmel Olive Oils
Mansour, A. B., Gargouri, B., Flamini, G., et al. (2015) · Journal of Oleo Science · doi:10.5650/jos.ess14204 · Cited by 39 · see citing works
Samaniego‐Sánchez, C., Quesada‐Granados, J. J., de la Serrana, H. L.-G., et al. (2010) · Journal of Food Composition and Analysis · doi:10.1016/j.jfca.2010.03.010 · Cited by 36 · see citing works
Dıraman, H., Saygı, H. E., & Hıșıl, Y. (2010) · Journal of the American Oil Chemists Society · doi:10.1007/s11746-010-1557-2 · Cited by 32 · see citing works
Georgiadou, E. C., Ntourou, T., Goulas, V., Manganaris, G. Α., Kalaitzis, P., & Fotopoulos, V. (2015) · Frontiers in Plant Science · doi:10.3389/fpls.2015.00871 · Cited by 28 · see citing works
Giacometti, J., & Milin, Č. (2001) · Grasas y Aceites · doi:10.3989/gya.2001.v52.i6.350 · Cited by 26 · see citing works
Determination of squalene in edible oils by transmethylation and GC analysis
Budge, S. M., & Barry, C. (2018) · MethodsX · doi:10.1016/j.mex.2018.12.001 · Cited by 26 · see citing works
Mansouri, F., Moumen, A. B., Aazza, S., et al. (2019) · Materials Today Proceedings · doi:10.1016/j.matpr.2019.04.065 · Cited by 21 · see citing works
de Camargo, A. C., Franchin, M., & Shahidi, F. (2018) · Elsevier eBooks · doi:10.1016/b978-0-08-100596-5.22358-5 · Cited by 15 · see citing works
On the quality control of ‘olive paste’, a specialty based on olives and olive oil
Anniva, C., & Tsimidou, M. Z. (2009) · European Journal of Lipid Science and Technology · doi:10.1002/ejlt.200800156 · Cited by 8 · see citing works
Sánchez‐Villegas, A., & Sánchez‐Tainta, A. (2017) · Elsevier eBooks · doi:10.1016/b978-0-12-811259-5.00004-4 · Cited by 8 · see citing works
Priya Shetty, K. (2018) · Journal of Food & Industrial Microbiology · doi:10.4172/2572-4134.1000119 · Cited by 1 · see citing works
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Key Targets for Improving Algal Biofuel Production
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- Authors
- Mikrou, T., Pantelidou, E., Parasyri, N., Papaioannou, A., Kapsokefalou, M., Gardeli, C., & Mallouchos, A.
- Affiliations
- Agricultural University of Athens (GR)
- Food Analytical & Research Laboratories of Athens, Hellenic Food Authority (EFET), 115 26 Athina, Greece
- Laboratory of Food Chemistry and Analysis, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 118 55 Athens, Greece
- Corresponding author
- Mallouchos, Athanasios
- Venue
- Molecules
- Publisher
- MDPI AG
- Published
- 2020-08-21
- Volume
- 25
- Issue
- 17
- Pages
- 3818
- ISSN
- 1420-3049 (ISSN-L)
- PMC
- PMC7503666
- OpenAlex
- W3080528547
- Cited by
- 59
- References
- 47
- Citations by year
- 2026: 8 · 2025: 2 · 2024: 8 · 2023: 4 · 2022: 23 · 2021: 13 · 2020: 1
- FWCI
- 3.98
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Molecules (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- General Secretariat for Research and Technology (2018ΣΕ01300000)
- Topics
- Physical Sciences › Chemistry › Organic Chemistry › Edible Oils Quality and Analysis
- Physical Sciences › Chemistry › Analytical Chemistry › Spectroscopy and Chemometric Analyses
- Life Sciences › Agricultural and Biological Sciences › Food Science › Essential Oils and Antimicrobial Activity
- Keywords
- extra virgin olive oil, monovarietal olive oil, olive oil authentication, squalene, tocopherols, fatty acid composition, cultivar identification, geographical origin, Koroneiki, olive oil fraud, Greek olive oil
- MeSH terms
- Olive Oil, Fatty Acids, Food Analysis, Squalene, Tocopherols
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