17 research outputs found

    Monovarietal extra-virgin olive oil classification: a fusion of human sensory attributes and an electronic tongue

    Get PDF
    Olive oil quality grading is traditionally assessed by human sensory evaluation of positive and negative attributes (olfactory, gustatory, and final olfactorygustatory sensations). However, it is not guaranteed that trained panelist can correctly classify monovarietal extra-virgin olive oils according to olive cultivar. In this work, the potential application of human (sensory panelists) and artificial (electronic tongue) sensory evaluation of olive oils was studied aiming to discriminate eight single-cultivar extra-virgin olive oils. Linear discriminant, partial least square discriminant, and sparse partial least square discriminant analyses were evaluated. The best predictive classification was obtained using linear discriminant analysis with simulated annealing selection algorithm. A low-level data fusion approach (18 electronic tongue signals and nine sensory attributes) enabled 100 % leave-one-out cross-validation correct classification, improving the discrimination capability of the individual use of sensor profiles or sensory attributes (70 and 57 % leave-one-out correct classifications, respectively). So, human sensory evaluation and electronic tongue analysis may be used as complementary tools allowing successful monovarietal olive oil discrimination.This work was co-financed by FCT/MEC and FEDER under Program PT2020 (Project UID/EQU/50020/2013); by Fundacao para a Ciencia e Tecnologia under the strategic funding of UID/BIO/04469/2013 unit; and by Project POCTEP through Project RED/AGROTEC-Experimentation network and transfer for development of agricultural and agro industrial sectors between Spain and Portugal

    Single-cultivar extra virgin olive oil classification using a potentiometric electronic tongue

    Get PDF
    Label authentication of monovarietal extra virgin olive oils is of great importance. A novel approach based on a potentiometric electronic tongue is proposed to classify oils obtained from single olive cultivars (Portuguese cvs. Cobrançosa, Madural, Verdeal Transmontana; Spanish cvs. Arbequina, Hojiblanca, Picual). A meta-heuristic simulated annealing algorithm was applied to select the most informative sets of sensors to establish predictive linear discriminant models. Olive oils were correctly classified according to olive cultivar (sensitivities greater than 97%) and each Spanish olive oil was satisfactorily discriminated from the Portuguese ones with the exception of cv. Arbequina (sensitivities from 61% to 98%). Also, the discriminant ability was related to the polar compounds contents of olive oils and so, indirectly, with organoleptic properties like bitterness, astringency or pungency. Therefore the proposed E-tongue can be foreseen as a useful auxiliary tool for trained sensory panels for the classification of monovarietal extra virgin olive oils.This work was co-financed by FCT and FEDER under Program COMPETE (Project PEst-C/EQB/LA0020/2013)

    A new extraction approach to correct the effect of apparent increase in the secoiridoid content after filtration of virgin olive oil

    No full text
    In the current study, a new approach has been developed for correcting the effect that moisture reduction after virgin olive oil (VOO) filtration exerts on the apparent increase of the secoiridoid content by using an internal standard during extraction. Firstly, two main Spanish varieties (Picual and Hojiblanca) were submitted to industrial filtration of VOOs. Afterwards, the moisture content was determined in unfiltered and filtered VOOs, and liquid–liquid extraction of phenolic compounds was performed using different internal standards. The resulting extracts were analyzed by HPLC-ESI-TOF/MS, in order to gain maximum information concerning the phenolic profiles of the samples under study. The reduction effect of filtration on the moisture content, phenolic alcohols, and flavones was confirmed at the industrialscale. Oleuropein was chosen as internal standardand, for the first time, the apparent increase of secoiridoids in filtered VOO was corrected, using a correction coefficient (Cc) calculated from the variation of internal standard area in filtered and unfiltered VOO during extraction. This approach gave the real concentration of secoiridoids in filtered VOO, and clarified the effect of the filtration step on the phenolic fraction. This finding is of great importance for future studies that seek to quantify phenolic compounds in VOOs

    Monitoring the moisture reduction and status of bioactive compounds in extra-virgin olive oil over the industrial filtration process

    No full text
    Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)The aim of this study was to evaluate extra-virgin olive oil (EVOO) moisture and phenolic compounds content during industrial filtration, which is widely applied in the most olive-oil industries of the main producing countries of the Mediterranean as a final step prior to selling the oil. For this purpose, conventional filtration process was performed in duplicate using two lots (lot 1 and lot 2), for a total amount of 45,000 kg of EVOO each. The EVOOs were from the main Spanish olive varieties (Hojiblanca, Manzanilla, Picual, and Arbequina). Cloudy EVOOs were filtered using Vitacel (R) L-90 and Filtracel (R) EFC-950 as filter aids together with filtration tank. The moisture content was determined in unfiltered and filtered EVOOs. In addition, the individual phenolic compounds were qualitatively and quantitatively characterized by HPLC-ESI-TOF/MS. The results clearly showed that filtration sharply decreased moisture. Nevertheless, the time course of phenolic compounds during filtration differed for each family. Whereas phenolic alcohols and flavones decreased during filtration, secoiridoids tended to increase, while lignans were the least affected group. Although filtration can make EVOO brilliant and can increase its shelf life by reducing its moisture content, filtration sacrifices certain phenolic compounds which could affect EVOO oxidative stability and its nutritional quality. Consequently, to maintain olive-oil quality, producers need to take into account both moisture loss as well as the antioxidant content during EVOO filtration. (C) 2013 Elsevier Ltd. All rights reserved.40292299Spanish Ministry of Science and Innovation for Projects [AGL2011-29857-C03-02]Andalusian Regional Government Council of Innovation and Science [P09-CTS-4564, P10-FQM-6563, P11-CTS-7625]University of GranadaFunctional Food Research and Development CenterUniversity of BolognaOleoestepa CompanyInternational Olive Oil Council (IOC)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Spanish Ministry of Science and Innovation for Projects [AGL2011-29857-C03-02]Andalusian Regional Government Council of Innovation and Science [P09-CTS-4564, P10-FQM-6563, P11-CTS-7625]CAPES [1580-12-4

    Profile Of Phenolic Compounds Of Brazilian Virgin Olive Oils By Rapid Resolution Liquid Chromatography Coupled To Electrospray Ionisation Time-of-flight Mass Spectrometry (rrlc-esi-tof-ms)

    No full text
    In recent years, agronomical researchers began to cultivate several olive varieties in different regions of Brazil to produce virgin olive oil (VOO). Because there has been no reported data regarding the phenolic profile of the first Brazilian VOO, the aim of this work was to determine phenolic contents of these samples using rapid-resolution liquid chromatography coupled to electrospray ionisation time-of-flight mass spectrometry. 25 VOO samples from Arbequina, Koroneiki, Arbosana, Grappolo, Manzanilla, Coratina, Frantoio and MGS Mariense varieties from three different Brazilian states and two crops were analysed. It was possible to quantify 19 phenolic compounds belonging to different classes. The results indicated that Brazilian VOOs have high total phenolic content because the values were comparable with those from high-quality VOOs produced in other countries. VOOs from Coratina, Arbosana and Grappolo presented the highest total phenolic content. These data will be useful in the development and improvement of Brazilian VOO.170366377Alagna, F., Mariotti, R., Panara, F., Caporali, S., Urbani, S., Veneziani, G., Olive phenolic compounds: Metabolic and transcriptional profiling during fruit development (2012) BMC Plant Biology, 12 (162)Allalout, A., Krichène, D., Methenni, K., Taamali, A., Oueslati, I., Daoud, D., Characterization of virgin olive oil from Super Intensive Spanish and Greek varieties grown in northern Tunisia (2009) Scientia Horticulturae, 120, pp. 77-83Baiano, A., Terracone, C., Viggiani, I., Del Nobile, M.A., Effects of cultivars and location on quality, phenolic content and antioxidant activity of extra-virgin olive oils (2013) Journal of the American Oil Chemists' Society, 90, pp. 103-111Bakhouche, A., Lozano-Sánchez, J., Ballus, C.A., Martínez-García, M., González Velasco, M., Olavarría Govantes, A., Monitoring the moisture reduction and status of bioactive compounds in extra-virgin olive oil over the industrial filtration process (2014) Food Control, 40, pp. 292-299Bakhouche, A., Lozano-Sánchez, J., Beltrán-Debón, R., Joven, J., Segura-Carretero, A., Fernández-Gutiérrez, A., Phenolic characterization and geographical classification of commercial Arbequina extra-virgin olive oils produced in southern Catalonia (2013) Food Research International, 50, pp. 401-408Ballus, C.A., Meinhart, A.D., Campos, F.A.S., Jr., Silva, L.F.O., Oliveira, A.F., Godoy, H.T., A quantitative study on the phenolic compound, tocopherol and fatty acid contents of monovarietal virgin olive oils produced in the southeast region of Brazil (2014) Food Research International, 62, pp. 74-83Bayram, B., Esatbeyoglu, T., Schulze, N., Ozcelik, B., Frank, J., Rimbach, G., Comprehensive analysis of polyphenols in 55 extra virgin olive oils by HPLC-ECD and their correlation with antioxidant activities (2012) Plant Foods for Human Nutrition, 67, pp. 326-336Bringmann, G., Kajahn, I., Neusüb, C., Pelzing, M., Laug, S., Unger, M., Analysis of the glucosinolate pattern of Arabidopsis thaliana seeds by capillary zone electrophoresis coupled to electrospray ionization-mass spectrometry (2005) Electrophoresis, 26, pp. 1513-1522Dabbou, S., Dabbou, S., Chehab, H., Brahmi, F., Taticchi, A., Servili, M., Chemical composition of virgin olive oils from Koroneiki cultivar grown in Tunisia with regard to fruit ripening and irrigation regimes (2011) International Journal of Food Science and Technology, 46, pp. 577-585Dabbou, S., Issaoui, M., Esposto, S., Sifi, S., Taticchi, A., Servili, M., Cultivar and growing area effects on minor compounds of olive oil from autochthonous and European introduced cultivars in Tunisia (2009) Journal of the Science of Food and Agriculture, 89, pp. 1314-1325Dabbou, S., Sifi, S., Rjiba, I., Esposto, S., Taticchi, A., Servili, M., Effect of pedoclimatic conditions on the chemical composition of the Sigoise olive cultivar (2010) Chemistry & Biodiversity, 7, pp. 898-908Danzer, K., Currie, L.A., Guidelines for calibration in analytical chemistry. Part 1. Fundamentals and single component calibration (1998) Pure & Applied Chemistry, 70, pp. 993-1014El Riachy, M., Priego-Capote, F., León, L., Rallo, L., Luque De Castro, M.D., Hydrophilic antioxidants of virgin olive oil. Part 1: Hydrophilic phenols: A key factor for virgin olive oil quality (2011) European Journal of Lipid Science and Technology, 113, pp. 678-691El Riachy, M., Priego-Capote, F., Rallo, L., Luque De Castro, M.D., León, L., Phenolic profile of virgin olive oil from advanced breeding selections (2012) Spanish Journal of Agricultural Research, 10, pp. 443-453Gambacorta, G., Faccia, M., Previtali, M.A., Pati, S., La Notte, E., Baiano, A., Effects of olive maturation and stoning on quality indices and antioxidant content of extra virgin oils (cv. Coratina) during storage (2010) Journal of Food Science, 75, pp. C229-C235García-González, D.L., Aparicio, R., Research in olive oil: Challenges for the near future (2010) Journal of Agricultural and Food Chemistry, 58, pp. 12569-12577Guerfel, M., Ouni, Y., Taamalli, A., Boujnah, D., Stefanoudaki, E., Zarrouk, M., Effect of location on virgin olive oils of the two main Tunisian olive cultivars (2009) European Journal of Lipid Science and Technology, 111, pp. 926-932Loizzo, M.R., Di Lecce, G., Boselli, E., Menichini, F., Frega, N.G., Radical scavenging, total antioxidant capacity, and antiproliferative activity of phenolic extracts from extra virgin olive oil by cultivar 'Frantoio' (2012) International Journal of Food Properties, 15, pp. 1345-1357Lozano-Sánchez, J., Giambanelli, E., Quirantes-Piné, R., Cerretani, L., Bendini, A., Segura-Carretero, A., Wastes generated during the storage of extra virgin olive oil as a natural source of phenolic compounds (2011) Journal of Agricultural and Food Chemistry, 59, pp. 11491-11500Lozano-Sánchez, J., Segura-Carretero, A., Menendez, J.A., Oliveras-Ferraros, C., Cerretani, L., Fernández-Gutiérrez, A., Prediction of extra virgin olive oil varieties through their phenolic profile. Potential cytotoxic activity against human breast cancer cells (2010) Journal of Agricultural and Food Chemistry, 58, pp. 9942-9955Martínez-Suárez, J.M., Muñoz, E., Alba, J., Lanzón, A., Informe sobre utilización del analizador de rendimientos Abencor (1975) Grasas y Aceites, 26, pp. 379-385Peters, R.J.B., Bolck, Y.J.C., Rutgers, P., Stolker, A.A.M., Nielen, M.W.F., Multi-residue screening of veterinary drugs in egg, fish and meat using high-resolution liquid chromatography accurate mass time-of-flight mass spectrometry (2009) Journal of Chromatography A, 1216, pp. 8206-8216Servili, M., Esposto, S., Fabiani, R., Urbani, S., Taticchi, A., Mariucci, F., Phenolic compounds in olive oil: Antioxidant, health and organoleptic activities according to their chemical structure (2009) Inflammopharmacology, 17, pp. 76-84Servili, M., Selvaggini, R., Esposto, S., Taticchi, A., Montedoro, G., Morozzi, G., Health and sensory properties of virgin olive oil hydrophilic phenols: Agronomic and technological aspects of production that affect their occurrence in the oil (2004) Journal of Chromatography A, 1054, pp. 113-127Stefanoudaki, E., Kotsifaki, F., Koutsaftakis, A., Sensory and chemical profiles of three European olive varieties (Olea europea L.)an approach for the characterisation and authentication of the extracted oils (2000) Journal of the Science of Food and Agriculture, 80, pp. 381-389Taamalli, A., Román, D.A., Zarrouk, M., Segura-Carretero, A., Fernández-Gutiérrez, A., Classification of 'Chemlali' accessions according to the geographical area using chemometric methods of phenolic profiles analysed by HPLC-ESI-TOF-MS (2012) Food Chemistry, 132, pp. 561-566Torres, M.M., Maestri, D.M., The effects of genotype and extraction methods on chemical composition of virgin olive oils from Traslasierra Valley (Córdoba, Argentina) (2006) Food Chemistry, 96, pp. 507-51

    LC-ESI-MS characterization of phenolic profiles Turkish olive oils as influenced by geographic origin and harvest year

    No full text
    The purpose of this investigation was to evaluate and compare the differences in the phenolic fractions and antioxidant properties of virgin olive oils from the Nizip yaglik and Kilis yaglik olive varieties cultivated in native and different olive growing areas of Turkey. The phenolic composition of olive oils was carried out by HPLC-DAD and identifications were made by LC-MS. Fourteen phenolic compounds were identified and among these compounds elenolic acid, tyrosol and hydroxytyrosol were the most dominant. Based on the results, there was no difference in distribution of phenolic compounds, but the total phenolic content in oil from native regions was higher than in oil from Bornova regions. The antioxidant capacity of olive oil extracts was determined by two different methods, including DPPH and ABTS. In both methods, antioxidant capacity values were higher in oil from native regions. © 2013 AOCS.110O602, ZF-2010-D24Acknowledgments The authors thank the Scientific and Technical Research Council of Turkey (TUBITAK) and Cukurova University Research Fund (ZF-2010-D24) for financial support for this research project (Project No. 110O602)
    corecore