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1.
J Oleo Sci ; 70(1): 51-58, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33431772

RESUMEN

In this study, important physicochemical properties, fatty acid and sterol compositions of olive oils from the olives which harvested from Mersin (Buyuk Topak Ulak, Gemlik, Sari Ulak), Adana (Gemlik), Osmaniye (Gemlik) and Hatay (Gemlik, Kargaburun, Hasebi, Halhali) in the Eastern Mediterranean region of Turkey have been investigated. Ripening index and oil yield analysis of the olives and free fatty acids, peroxide value, UV absorbance (K232, K270), fatty acid composition, sterol composition, erythrodiol+uvaol content, and total sterol analysis of the olive oil samples were carried out. The levels of free acidity in the olive oil samples ranged from 0.39% (Hatay Gemlik: HG3) to 2.23% (Mersin Gemlik: MG). Peroxide value ranged from 8.87 to 18.87 meq O2/kg. As K232 values in the oils fluctuated between 1.4370 and 2.3970, K270 values varied between 0.1270 and 0.1990. The results showed that all ΔK values were lower than the maximum legal limit of 0.01. The main fatty acid in all oil samples was oleic acid, ranging from 58.72% (Hatay Hasebi: HHs) to 74.54% (Hatay Gemlik: HG2). Palmitic acid values were within the percentage of 12.83% (Hatay Kargaburun: HK) to 18.50% (HHs). Total sterol content varied from 720.41 mg/kg (Hatay Kargaburun: HK) to 4519.17 mg/kg (Buyuk Topak Ulak: BTU). The ß-sitosterol percentage of olive oils ranged from 76.12% (Adana Gemlik: AG) to 94.23% (Buyuk Topak Ulak: BTU). The results of this study indicated that variety significantly affect the quality indices, fatty acid and sterol compositions of olive oils significantly varied among varieties.


Asunto(s)
Ácidos Grasos/análisis , Análisis de los Alimentos , Calidad de los Alimentos , Aceite de Oliva/análisis , Aceite de Oliva/química , Esteroles/análisis , Fenómenos Químicos , Región Mediterránea , Ácido Oléico/análisis , Ácido Oléico/aislamiento & purificación , Aceite de Oliva/clasificación , Ácido Palmítico/análisis , Ácido Palmítico/aislamiento & purificación , Sitoesteroles/análisis , Sitoesteroles/aislamiento & purificación , Turquía
2.
J Sci Food Agric ; 101(7): 2994-3002, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33205420

RESUMEN

BACKGROUND: Consumers today wish to know the botanical origin of the olive oil they purchase. The objective of the present study was the development of robust chemometric models based on gas chromatography-mass spectrometry (GC-MS) and attenuated total reflectance-Fourier transform infrared spectroscopy (ATR-FTIR) for the purpose of botanical differentiation of three commercial Greek olive oil cultivars. RESULTS: Using the solid-phase microextraction technique (SPME), volatile compounds (VC) were obtained and analyzed by GC-MS. Five hydrocarbons and one ester were selected by the forward stepwise algorithm, which best discriminated the olive oil samples. From ATR-FTIR analysis, the spectral regions chosen from the forward stepwise algorithm were associated with CO stretching vibration of the esters of triglycerides and the CH bending vibrations of the CH2 aliphatic group and double bonds. Application of the supervised methods of linear and quadratic discriminant cross-validation analysis, based on VC data, provided a correct classification score of 97.4% and 100.0%, respectively. Corresponding statistical analyses were used in the mid-infrared spectra, by which 96.1% of samples were discriminated correctly. CONCLUSION: ATR-FTIR and SPME-GC-MS techniques in conjunction with the appropriate feature selection algorithm and classification methods proved to be powerful tools for the authentication of Greek olive oil. The proposed methodology could be used in an industrial setting for determination of the botanical origin of Greek olive oil. © 2020 Society of Chemical Industry.


Asunto(s)
Cromatografía de Gases y Espectrometría de Masas/métodos , Aceite de Oliva/química , Microextracción en Fase Sólida/métodos , Espectroscopía Infrarroja por Transformada de Fourier/métodos , Compuestos Orgánicos Volátiles/química , Compuestos Orgánicos Volátiles/aislamiento & purificación , Algoritmos , Análisis Discriminante , Grecia , Aceite de Oliva/clasificación
3.
J Sci Food Agric ; 101(7): 2901-2911, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33155679

RESUMEN

BACKGROUND: Olive oil provides a wide range of health-promoting compounds. The quality of olive oil is an even more complex concept as it is affected by several factors, such as variety, season, stage of maturation, extraction processing, and so on. The main objective of this study was to determine the potential of chemical and mid-infrared spectroscopy techniques to determine the quality and authenticity of virgin olive oil (VOO). For this, we studied 41 VOOs originating from five regions of Morocco (Fez/Meknes, Eastern, Northern, Beni-Mellal/Khenifra, and Marrakech/Safi) and produced using different agricultural and technological conditions during two successive crop seasons (2015-2016 and 2016-2017). RESULTS: By applying principal component analysis and factorial discriminant analysis with leave-one-out validation to the mid-infrared spectroscopy, clear discrimination between VOO samples according to their geographic origin and variety was observed, with correct classification rates of 91.87% and 91.87% being observed respectively. The application of partial least-squares regression to mid-infrared and chemical data sets allowed excellent prediction of free acidity, peroxide value, k270 , and chlorophyll level with R2 of 0.99, 0.97, 0.98, and 0.93 respectively, and good prediction of k232 (R2 = 0.84). CONCLUSION: The results demonstrate that mid-infrared spectroscopy coupled with chemometric tools could be used as a rapid screening tool for evaluating the overall quality and authenticity of VOO. © 2020 Society of Chemical Industry.


Asunto(s)
Análisis de los Alimentos/métodos , Aceite de Oliva/análisis , Espectroscopía Infrarroja por Transformada de Fourier/métodos , Clorofila/análisis , Análisis Discriminante , Marruecos , Aceite de Oliva/clasificación , Análisis de Componente Principal
4.
J Oleo Sci ; 69(6): 605-615, 2020 Jun 04.
Artículo en Inglés | MEDLINE | ID: mdl-32404545

RESUMEN

The main objective of this study was to differentiate twenty-three monovarietal olive oils produced in China (Azappa, Thiaki, Leucocarpa ovoid, manzanillo de labata, etc.) by studying their physicochemical properties, fatty acid profiles and oxidative stability. The majority of analytical indicators had statistically significant differences (p < 0.05). The tested cultivars produced excellent olive oils with an appreciable amount of natural antioxidants and chemical composition within the legal range. Our results demonstrate that Leucocarpa ovoid oil was characterized by high mean levels of total phenols (401.8 mg/kg), oleic acid (79.62%) and oxidative stability (18.64 h). Additionally, five types of olive oil were selected due to their high overall quality. Investigation of virgin olive oils indicates that the differences in the fatty acid profiles, phenols, sterols and tocopherols may be caused by genetic factors. The principal components analysis (PCA) results showed a strong differentiation between various cultivars in regard to their fatty acid composition and phenol, sterol and tocopherol levels. These components can be effective tools for efficient comparison and differentiation of these cultivars. To the best of our knowledge, this is the first work on the differentiation of the chemical constituents of virgin olive oils.


Asunto(s)
Calidad de los Alimentos , Aceite de Oliva/química , Antioxidantes/análisis , Fenómenos Químicos , China , Ácidos Grasos/análisis , Aceite de Oliva/clasificación , Aceite de Oliva/normas , Fenoles/análisis , Esteroles/análisis , Tocoferoles/análisis
5.
Molecules ; 24(19)2019 Oct 05.
Artículo en Inglés | MEDLINE | ID: mdl-31590381

RESUMEN

Three factors for the extraction of extra virgin olive oil (EVOO) were evaluated: diameter of the grid holes of the hammer-crusher, malaxation temperature, and malaxation time. A Box-Behnken design was used to obtain a total of 289 olive oil samples. Twelve responses were analyzed and 204 mathematical models were obtained. Olives from super-intensive rainfed or irrigated crops of the Arbequina, Koroneiki, and Arbosana cultivars at different stages of ripening were used. Malaxation temperature was found to be the factor with the most influence on the total content of lipoxygenase pathway volatile compounds; as the temperature increased, the content of volatile compounds decreased. On the contrary, pigments increased when the malaxation temperature was increased. EVOO from irrigated crops and from the Arbequina cultivar had the highest content of volatile compounds. Olive samples with a lower ripening degree, from the Koroneiki cultivar and from rainfed crops, had the highest content of pigments.


Asunto(s)
Olea/crecimiento & desarrollo , Aceite de Oliva/análisis , Compuestos Orgánicos Volátiles/análisis , Riego Agrícola/métodos , Manipulación de Alimentos , Lipooxigenasa/metabolismo , Modelos Teóricos , Odorantes/análisis , Olea/química , Olea/clasificación , Olea/metabolismo , Aceite de Oliva/clasificación , Fenoles/análisis , Proteínas de Plantas/metabolismo , Temperatura
6.
Food Res Int ; 125: 108649, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31554121

RESUMEN

For the first time, a multi-class GC-MS method was applied to perform the quantitative-profiling of the minor fraction of VOOs (considering >40 compounds) in a single run. This comprehensive methodology has demonstrated a remarkable profiling ability on five groups of compounds (phenolic and triterpenic compounds, tocopherols, sterols and free fatty acids) with wide range of polarities/volatilities and chemical entities. After the complete analytical validation of the method, 32 VOO samples from eight different cultivars (some of them very scarcely studied before) were analyzed and the quantitative results were subjected to both non-supervised and supervised multivariate statistics for testing the capability of the determined VOO minor compounds to discriminate the varietal origin of the samples. Typical compositional profiles were defined for each cultivar and promising potential varietal markers were pointed out. The models built to discriminate Cayon and Maurino samples from the rest exhibited the best quality parameters. The relative levels of tocopherols together with characteristic concentration of luteolin, ß-sitosterol and tyrosol were, for instance, the most specific features of Cayon VOOs.


Asunto(s)
Cromatografía de Gases y Espectrometría de Masas/métodos , Aceite de Oliva/química , Aceite de Oliva/clasificación , Ácidos Grasos no Esterificados/análisis , Fenoles/análisis , Fitosteroles/análisis , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Especificidad de la Especie , Tocoferoles/análisis , Triterpenos/análisis
7.
J Agric Food Chem ; 67(32): 9112-9120, 2019 Aug 14.
Artículo en Inglés | MEDLINE | ID: mdl-31314506

RESUMEN

A reliable and robust tool for supporting the panel test in virgin olive oil classification is still required. We propose four chemometric approaches based on t test, principal component analysis (PCA) and linear discriminant analysis (LDA), applied for combining sensorial data, and chemical measurements. The former was from the panel test, and the latter was from headspace solid-phase microextraction-gas chromatography-mass spectrometry quantitation of 73 volatile organic compounds (VOCs) of 1223 typical commercial virgin olive oils, with most of them recognized as difficult to classify with accuracy by the panel test. The approaches were developed and validated, and the best results, with 83.5% correct classification, were using the PCA-LDA approach. Among the other methods, developed for proposing simplified procedures based on a smaller number of VOCs, the best method gave 80.1% correct classification only using 10 VOCs. All of the approaches suggested that octane, heptanal, pent-1-en-3-ol, Z-3-hexenal, nonanal, and 4-ethylphenol should be considered as a basis of volatiles for classification of olive oil samples.


Asunto(s)
Cromatografía de Gases y Espectrometría de Masas/métodos , Aceite de Oliva/química , Microextracción en Fase Sólida/métodos , Compuestos Orgánicos Volátiles/química , Compuestos Orgánicos Volátiles/aislamiento & purificación , Análisis Discriminante , Humanos , Olea/química , Aceite de Oliva/clasificación , Análisis de Componente Principal , Gusto
8.
Talanta ; 203: 194-202, 2019 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-31202326

RESUMEN

This paper proposes to use chromatographic fingerprints coupled to multivariate techniques to authenticate the geographical origin of extra-virgin olive oils (EVOO) of the Arbequina botanical variety. This methodology uses the whole or part of the chromatogram as input data for the classification models but does not identify or quantify the chemicals constituents. Arbequina monovarietal EVOOs from three geographical origins were studied: two from adjacent European Protected Designation of Origin areas, Siurana and Les Garrigues, in Catalonia in the northeast of Spain; and the third from the south of Spain (Andalucia and Murcia). Three chromatographic fingerprints of each sample were obtained by both reverse and normal phase liquid chromatography coupled to charged aerosol detector (HPLC-CAD), and high temperature gas chromatography coupled to flame ionization detector [(HT)GC-FID]. Principal component analysis (PCA) was used as exploratory technique and soft independent modelling of class analogy (SIMCA) and partial least square-discriminant analysis (PLS-DA) were used as classification methods. High and low-level data fusion strategies were also applied to improve the classification results obtained when the data acquired from each analytical technique were separately used. The results were best for the PLS-DA model with low-level fusion of two techniques (HT)GC-FID with HPLC-CAD, independently of the phase mode. Sensitivity and specificity were 100% in almost all classes, error was 0% for all classes and an inconclusive ratio of just 4% was obtained for the Les Garrigues class due to double assignations.


Asunto(s)
Aceite de Oliva/clasificación , Cromatografía de Gases , Cromatografía Líquida de Alta Presión , Análisis Discriminante , Geografía , Aceite de Oliva/análisis , Análisis de Componente Principal , España
9.
J Food Sci ; 84(4): 877-885, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30977923

RESUMEN

The quality parameters, a variety of microcomponents, and the sensory characteristics of Oblica and Leccino cv. virgin olive oils (VOOs) were evaluated before and after filtration process adopted in order to estimate the individual varietal compositional changes. The dynamics of the formation of hydrolytic and oxidative changes in unfiltered (UF) and filtered (F) oils was asses by comparing level of free fatty acids (FFA), peroxide value (PV), and spectrophotometric indices periodically during 1 year of oil storage. An analysis of phenolics, tocopherols, and fatty acids was determined by chromatographic (HPLC and GC) and spectrometric methods, oxidative stability by Rancimat method while sensory analyses of obtained olive oils were performed by a trained professional panel. Single monovarietal VOO loses phenols in different rate with the applied filtration. Total secoiridoids decreases significantly in "Oblica" VOOs while no changes in their concentrations were found between unfiltered and filtered "Leccino" oils. Intensity of desired sensory properties decreases with filtration. In "Leccino" VOOs decrease of oxidative stability was more pronounced. After 12 months of storage, filtered "Leccino" VOOs had significantly lower FFA values than observed for the unfiltered counterparts. Further, there were no significant changes in PV and K270 values between unfiltered and filtered oils of both studied varietal oils. Storage time influenced more studied quality parameters than filtration, during which PV of unfiltered oils faster deteriorate. The highest changes between stored and corresponding fresh samples were exhibited in unfiltered "Oblica" VOOs. PRACTICAL APPLICATION: Quality enhancement of olive oil is constantly being done professionally and scientifically. The information provided in this study can be used in the industry of olive oil for improve the phenolic content, oxidative stability, and the sensory quality of virgin olive oils. The findings of stability test could be guidelines for mindful leading of the oil finishing up to bottling.


Asunto(s)
Filtración , Análisis de los Alimentos , Aceite de Oliva/química , Aceite de Oliva/clasificación , Tocoferoles/química , Cromatografía Líquida de Alta Presión , Ácidos Grasos/química , Oxidación-Reducción , Fenoles/química
10.
Food Chem ; 288: 315-324, 2019 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-30902299

RESUMEN

The dual separation in gas chromatography-ion mobility spectrometry generates complex multi-dimensional data, whose interpretation is a challenge. In this work, two chemometric approaches for olive oil classification are compared to get the most robust model over time: i) an non-targeted fingerprinting analysis, in which the overall GC-IMS data was processed and ii) a targeted approach based on peak-region features (markers). A total of 701 olive samples from two harvests (2014-2015 and 2015-2016) were analysed and processed by both approaches. The models built with data samples of 2014-2015 showed that both approaches were suitable for samples classification (success >74%). However, when these models were applied for classifying samples from 2015-2016, better values were obtained using markers. The combination of data from the two harvests to build the chemometric models improved the percentages of success (>90%). These results confirm the potential of GC-IMS based approaches for olive oil classification.


Asunto(s)
Cromatografía de Gases y Espectrometría de Masas , Aceite de Oliva/clasificación , Calibración , Análisis Discriminante , Cromatografía de Gases y Espectrometría de Masas/normas , Espectrometría de Movilidad Iónica , Análisis de los Mínimos Cuadrados , Modelos Químicos , Aceite de Oliva/química , Aceite de Oliva/normas , Análisis de Componente Principal , Compuestos Orgánicos Volátiles/análisis , Compuestos Orgánicos Volátiles/química
11.
Talanta ; 195: 69-76, 2019 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-30625602

RESUMEN

Second-order data acquired using liquid chromatography coupled to a diode array detector were used to classify extra virgin olive oils samples according to their cultivars. The chromatographic fingerprints from the epoxidised fraction were obtained using normal-phase liquid chromatography. To reduce the data matrices two strategies were employed: (1) multivariate curve resolution-alternating least squares (MCR-ALS) and (2) a new strategy proposed in this work based on the fusion of the mean data profiles in both spectral and time domains. Several conventional chemometric tools were then applied to both raw and reduced data: principal component analysis (PCA), partial least-squares-discriminant analysis (PLS-DA), soft independent modelling of class analogies (SIMCA) and n-way partial least-squares-discriminant analysis (NPLS-DA). Furthermore, an emergent multivariate classification method known as random forest (RF) has been first applied to second-order data. It was shown that RF is more efficient than conventional tools. Indeed, the obtained sensibility, specificity and accuracy are 1.00, 0.92 and 0.95 respectively; these performance metrics are significantly better than the values found for the other methods.


Asunto(s)
Olea/clasificación , Aceite de Oliva/clasificación , Cromatografía Liquida , Análisis Discriminante , Análisis de los Mínimos Cuadrados , Análisis de Componente Principal
12.
Food Chem Toxicol ; 124: 139-150, 2019 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-30521875

RESUMEN

This paper deals with the design and manufacture of pure and hybrid synthetic (Mixed Matrix Membranes, MMMs) zeolite scaffolds (containing various amount of zeolite crystals dispersed in a polymeric matrix) to obtain new biomaterials. These scaffolds can potentially be used in the field of translational medicine to obtain innovative results to address tumorigenesis mechanisms with the promotion of an effort to deal with technical methods and information. Since olive oil has beneficial effects in healthy human cells and slows down and/or inhibits cell growth, the aim of this work was to monitor the protective and beneficial antitumor effects of olive oil in a new solid formulation (Spread Bio-Oil) on cancer cell cultured on zeolite scaffolds. In order to investigate the cytotoxicity of the new bio-oil spread and to test antiproliferative activity on the cancer cells we used two phenotypically different human breast cancer cell lines (MCF-7 and MDA-MB-231) seeded on various morphologies of zeolite membranes. We report the fabrication and characterization of pure and hybrid (MMMs) zeolite membranes and evaluated the intensively cell adhesion, spreading and cell growth by adhesion test, MTT, optical microscopy analyses and Scanning Electronic Microscopy (SEM) microphotography analyses. Our results demonstrate that both cell lines adhered and grow on all zeolite surfaces and that both show better viability after Spread Bio-Oil treatments. All cell adhesions are a specific membrane-type and, in particular, MCF-7 cells interact and adhere preferentially on pure zeolite membranes. Cancer cells seem to recognize and prefer the characteristics of the supports according to the following trend: Co-ZSM-5 > Co-S-1 > 13X. Moreover, Co-ZSM-5 zeolite membranes were the best scaffolds and MDA-MB-231 cells after administration of Spread Bio-Oil showed less viability with respect to MCF-7 responding better to all concentrations of the innovative food. Our data indicate that Spread Bio-Oil decreases at very low concentration values (5, 10, 25, 50, 100, 200 and 300 µg/mL) cell proliferation in a dose- and time-dependent manner. The work confirms both the superiority of pure zeolite scaffolds for cultures of human normal and cancer cells and Spread Bio-Oil as an innovative food preserving all the beneficial and healthy properties of the extra virgin olive oil from which it derives.


Asunto(s)
Antineoplásicos/farmacología , Aceite de Oliva/farmacología , Andamios del Tejido/química , Zeolitas/química , Apoptosis/efectos de los fármacos , Adhesión Celular/efectos de los fármacos , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Grasas de la Dieta/farmacología , Emulsiones/farmacología , Glicéridos/farmacología , Humanos , Aceite de Oliva/clasificación , Zeolitas/toxicidad
13.
Food Chem ; 270: 403-414, 2019 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-30174064

RESUMEN

Comprehensive two-dimensional gas chromatography with time-of-flight mass spectrometry (GC × GC-TOF-MS) was combined with conventional mono-dimensional GC-MS to differentiate Croatian virgin olive oils (VOO) according to variety and geographical origin, based on the profile of volatile aroma compounds isolated by HS-SPME. More than 1000 compounds were detected after untargeted profiling and 256 were identified or tentatively identified, providing one of the most detailed profiles of volatile aroma compounds in VOO up to date. Among them, 131 volatile compounds were significantly different across monovarietal VOOs, while 60 were found useful for the discrimination according to geographical origin. Many major lipoxygenase and minor non-lipoxygenase-generated compounds were shown to have discriminating ability with respect to both factors. Multivariate statistical analysis extracted twenty-one volatile markers with the highest discriminant power for varietal differentiation. The approach reported may have practical application in better understanding, defining, managing, and communicating the varietal or geographical typicity of monovarietal VOOs.


Asunto(s)
Cromatografía de Gases y Espectrometría de Masas/métodos , Aceite de Oliva/química , Compuestos Orgánicos Volátiles/química , Lipooxigenasa , Odorantes , Aceite de Oliva/clasificación
14.
Food Res Int ; 112: 78-89, 2018 10.
Artículo en Inglés | MEDLINE | ID: mdl-30131161

RESUMEN

To investigate if the anecdotal varietal typicity concepts for two monovarietal virgin olive oils (VOO) can be scientifically supported and explained, VOO samples were sorted according to typicity grade and related to sensory and compositional data for volatiles and phenols. Clear inter-varietal, as well as intra-varietal boundaries between more and less typical samples were established by univariate and multivariate statistics. A variety-typical complex odor was related to a complex VOO volatile composition with relatively high amounts of lipoxygenase-derived compounds, accompanied by hydrocarbons, terpenes, and benzenoids. A simpler odor, described mostly as green and typical for the other monovarietal VOO, coincided with the lower amounts of the same volatiles. The intensity of bitterness and pungency was mostly in correlation with the amount of major phenols. Two monovarietal VOOs were clearly distinguished with respect to their variety-typical expression of pungency: the one described as gradually increasing was tentatively related to pinoresinol, while the other, described as immediately strong and burning, was assumed to originate mainly from p-HPEA-EDA. Intra-varietal typicity grades correlated with hedonic liking, as well as with general VOO positive sensory attributes related to key volatiles and phenols.


Asunto(s)
Odorantes/análisis , Aceite de Oliva/química , Fenoles/análisis , Olfato , Gusto , Compuestos Orgánicos Volátiles/análisis , Análisis de los Alimentos/métodos , Manipulación de Alimentos/métodos , Humanos , Percepción Olfatoria , Aceite de Oliva/clasificación , Percepción del Gusto
15.
Food Res Int ; 106: 233-242, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29579923

RESUMEN

Selected Ion flow tube mass spectrometry (SIFT-MS) in combination with chemometrics was used to authenticate the geographical origin of Mediterranean virgin olive oils (VOOs) produced under geographical origin labels. In particular, 130 oil samples from six different Mediterranean regions (Kalamata (Greece); Toscana (Italy); Meknès and Tyout (Morocco); and Priego de Córdoba and Baena (Spain)) were considered. The headspace volatile fingerprints were measured by SIFT-MS in full scan with H3O+, NO+ and O2+ as precursor ions and the results were subjected to chemometric treatments. Principal Component Analysis (PCA) was used for preliminary multivariate data analysis and Partial Least Squares-Discriminant Analysis (PLS-DA) was applied to build different models (considering the three reagent ions) to classify samples according to the country of origin and regions (within the same country). The multi-class PLS-DA models showed very good performance in terms of fitting accuracy (98.90-100%) and prediction accuracy (96.70-100% accuracy for cross validation and 97.30-100% accuracy for external validation (test set)). Considering the two-class PLS-DA models, the one for the Spanish samples showed 100% sensitivity, specificity and accuracy in calibration, cross validation and external validation; the model for Moroccan oils also showed very satisfactory results (with perfect scores for almost every parameter in all the cases).


Asunto(s)
Contaminación de Alimentos/análisis , Espectrometría de Masas/métodos , Aceite de Oliva/química , Aceite de Oliva/clasificación , Compuestos Orgánicos Volátiles/análisis , Análisis Discriminante , Grecia , Italia , Región Mediterránea , Marruecos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , España
16.
Food Res Int ; 106: 558-567, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29579961

RESUMEN

In this work, phenol-rich extracts from 'Cornicabra' and 'Picual' virgin-olive oils (EVOOs) were examined, for the first time, to establish their capacity to inhibit key enzymes involved in Alzheimer's disease (AD) (acetylcholinesterase (AChE), butyrylcholinesterase (BuChE) and 5-lipoxygenase (LOX)), major depressive disorder (MDD) and Parkinson's disease (PD) (monoamine oxidases: hMAO-A and hMAO-B respectively), and diabetes mellitus (DM) (α-glucosidase and α-amylase). 'Cornicabra' displayed the best inhibitory activity against all enzymes, when compared to 'Picual': BuChE (IC50 = 156 ±â€¯4 and 308 ±â€¯33 mg mL-1), LOX (IC50 = 26 ±â€¯0.5 and 37 ±â€¯3 mg mL-1), hMAO-A (IC50 = 20 ±â€¯2 and 37 ±â€¯0.2 mg mL-1), hMAO-B (IC50 = 131 ±â€¯7 and 215 ±â€¯13 mg mL-1) and α-glucosidase (IC50 = 154 ±â€¯17 and 251 ±â€¯31 mg mL-1), respectively. The behaviour observed can be associated with the higher content of secoiridoids, lignans and phenolic acids in 'Cornicabra' EVOO.


Asunto(s)
Inhibidores de Glicósido Hidrolasas/farmacología , Fármacos Neuroprotectores/farmacología , Aceite de Oliva/química , Fenoles/farmacología , Acetilcolinesterasa/metabolismo , Antidepresivos/aislamiento & purificación , Antidepresivos/farmacología , Antioxidantes/aislamiento & purificación , Antioxidantes/farmacología , Antiparkinsonianos/aislamiento & purificación , Antiparkinsonianos/farmacología , Araquidonato 5-Lipooxigenasa/metabolismo , Butirilcolinesterasa/metabolismo , Inhibidores de la Colinesterasa/aislamiento & purificación , Inhibidores de la Colinesterasa/farmacología , Relación Dosis-Respuesta a Droga , Inhibidores de Glicósido Hidrolasas/aislamiento & purificación , Inhibidores de la Lipooxigenasa/aislamiento & purificación , Inhibidores de la Lipooxigenasa/farmacología , Monoaminooxidasa/metabolismo , Inhibidores de la Monoaminooxidasa/aislamiento & purificación , Inhibidores de la Monoaminooxidasa/farmacología , Fármacos Neuroprotectores/aislamiento & purificación , Aceite de Oliva/clasificación , Fenoles/aislamiento & purificación , alfa-Amilasas/antagonistas & inhibidores , alfa-Amilasas/metabolismo , alfa-Glucosidasas/metabolismo
18.
Food Res Int ; 103: 170-181, 2018 01.
Artículo en Inglés | MEDLINE | ID: mdl-29389603

RESUMEN

Olive oil and wine production have a worldwide economic impact. Their market reliability is under great concern because of the increasing number of fraud and adulteration attempts. The need for a traceability system in all its extension is crucial particularly for the cases of olive oils and wines with certified labels, in which only a limited number of olives and grapevine varieties, respectively, are allowed in a restricted well-defined geographical area. Molecular markers have been vastly applied to the food sector, and in particular High-Resolution DNA Melting technology has been successfully applied for olive oil and wine authentication, as part of the traceability system. In this review, the applications of HRM and their usefulness for this sector considering, Safety, Security and Authenticity will be reviewed. A broad overview of the HRM technique will be presented, focusing on the aspects that are crucial for its success, in particular the new generation of fluorescent dsDNA dyes used for amplicon detection and quantification, and the data analysis. A brief outlook on the olive oil and wine authenticity procedures, based on new DNA technology advances, and in which way this may influence the future establishment of a traceability system will be discussed.


Asunto(s)
Certificación/normas , ADN de Plantas/genética , Abastecimiento de Alimentos/normas , Fraude/prevención & control , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Olea/genética , Aceite de Oliva/normas , Reacción en Cadena de la Polimerasa/métodos , Vitis/genética , Vino/normas , Marcadores Genéticos , Adhesión a Directriz , Guías como Asunto , Olea/clasificación , Aceite de Oliva/clasificación , Reproducibilidad de los Resultados , Vitis/clasificación , Vino/clasificación
19.
J Agric Food Chem ; 66(11): 2851-2861, 2018 03 21.
Artículo en Inglés | MEDLINE | ID: mdl-29485281

RESUMEN

Gas chromatography-mass spectrometry-olfactometry was used for the analysis of volatile compounds and key odorants of three less studied Tunisian olive oil cultivars for the first time. A total of 42 aroma compounds were identified and quantified in extra virgin olive oils. The present study revealed that the most dominant volatiles in olive oil samples qualitatively and quantitatively were aldehydes and alcohols, followed by terpenes and esters. Indeed, chemometric analysis has shown a correlation between chemical compounds and sensory properties. The determination of aroma-active compounds of olive oil samples was carried out using aroma extract dilution analysis. A total of 15 aroma-active compounds were detected in the aromatic extract of extra virgin olive oil, of which 14 were identified. On the basis of the flavor dilution (FD) factor, the most potent aromatic active compound was hexanal (FD = 512) in Fakhari olive oil, (FD = 256) in Touffehi oils, and (FD = 128) in Jemri olive oil.


Asunto(s)
Aceite de Oliva/química , Aromatizantes/química , Cromatografía de Gases y Espectrometría de Masas , Humanos , Odorantes/análisis , Olfatometría , Aceite de Oliva/clasificación , Gusto , Túnez
20.
Food Res Int ; 105: 65-75, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29433259

RESUMEN

The aim of the study was to identify new potential chemical markers of extra virgin olive oil (EVOO) quality by using a multicomponent analysis approach. Sixty-six EVOOs were purchased from the Italian market and classified according to their price as low price EVOOs (LEVOOs) and high price EVOOs (HEVOOs) costing 3.60-5.90euro/L and 7.49-29.80euro/L respectively. Sensory and chemical parameters strictly related to olive oil quality have been investigated, like volatile substances, polar phenolic substances, antioxidant activity, fatty acid composition, and α-tocopherol. Significant differences in terms of chemical composition and sensory features have been highlighted between the two EVOOs classes investigated, proving a generally lower level of quality of LEVOOs, clearly showed also by means of principal component analysis. Among the most interesting outcomes, R ratio (free tyrosol and hydroxytyrosol over total free and bound forms), measuring the extent of secoiridoids hydrolysis, resulted to be significantly higher in LEVOOs than in HEVOOs. Other key differences were found in the volatile substances composition, in the stearic acid percentage and in p-coumaric acid content.


Asunto(s)
Calidad de los Alimentos , Aceite de Oliva/análisis , Aceite de Oliva/química , Aceite de Oliva/economía , Aldehídos/análisis , Antioxidantes/análisis , Compuestos de Bifenilo/análisis , Ácidos Cumáricos/análisis , Ácidos Grasos/análisis , Humanos , Iridoides/análisis , Italia , Olea/química , Aceite de Oliva/clasificación , Fenoles/análisis , Picratos/análisis , Polifenoles/análisis , Ácidos Esteáricos/análisis , Tocoferoles/análisis , alfa-Tocoferol/análisis
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