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Schincaglia A, Pasti L, Cavazzini A, Purcaro G, Beccaria M. Optimization of headspace high-capacity tool coupled to two-dimensional gas chromatography-mass spectrometry for mapping the volatile organic compounds of raw pistachios. A proof-of-concept on the classification ability by geographic origin. Food Chem 2024; 460:140702. [PMID: 39116768 DOI: 10.1016/j.foodchem.2024.140702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 07/04/2024] [Accepted: 07/27/2024] [Indexed: 08/10/2024]
Abstract
An optimized procedure for extracting and analyzing raw pistachio volatiles was developed through headspace sampling with high-capacity tools and subsequent analysis using comprehensive two-dimensional gas chromatography coupled with mass spectrometry. The examination of 18 pistachio samples belonging to different geographic areas led to the identification of a set of 99 volatile organic compounds (VOCs). Molecules were putatively identified using linear retention index, mass spectra similarity, and two-dimensional plot location. The impact of preprocessing and processing techniques on the aligned data matrix from a set of samples of different geographical origins, after removing contaminants, was evaluated. The combination of scaling with log-transformation, normalization with z-score, and data reduction with random forest machine learning algorithm generated a panel of 16 discriminatory VOC molecules. As a proof of concept, raw pistachios' VOC profile was employed for the first time to tentatively classify them based on their geographical origin.
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Affiliation(s)
- Andrea Schincaglia
- Department of Chemical Pharmaceutical, and Agricultural Sciences, Via Luigi Borsari 46, 44121, University of Ferrara, Ferrara, Italy; Gembloux Agro-Bio Tech, Passage des Déportés 2, 5030, Gembloux, University of Liège, Belgium
| | - Luisa Pasti
- Department of Environmental and Prevention Sciences, Via L. Borsari 46, 44121, University of Ferrara, Ferrara, Italy
| | - Alberto Cavazzini
- Department of Chemical Pharmaceutical, and Agricultural Sciences, Via Luigi Borsari 46, 44121, University of Ferrara, Ferrara, Italy; Council for Agricultural Research and Economics, CREA, via della Navicella 2/4, Rome, 00184, Italy
| | - Giorgia Purcaro
- Gembloux Agro-Bio Tech, Passage des Déportés 2, 5030, Gembloux, University of Liège, Belgium.
| | - Marco Beccaria
- Department of Chemical Pharmaceutical, and Agricultural Sciences, Via Luigi Borsari 46, 44121, University of Ferrara, Ferrara, Italy; Organic and Biological Analytical Chemistry Group, MolSys Research Unit, University of Liège, 4000 Liège, Belgium.
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Valasi L, Zafeiri EC, Thanou I, Pappas CS. Study of volatile compounds in Greek pistachio ( Pistacia vera L. 'Aegina' cultivar) oils using Soxhlet and ultrasound assisted extraction. Heliyon 2023; 9:e15623. [PMID: 37153392 PMCID: PMC10160742 DOI: 10.1016/j.heliyon.2023.e15623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 04/10/2023] [Accepted: 04/17/2023] [Indexed: 05/09/2023] Open
Abstract
Headspace solid-phase microextraction followed by gas chromatography-mass spectrometry (HS-SPME/GC-MS) represents the most used solvent-free methodology for the characterization of the complex and heterogeneous mix of volatile compounds. The present study investigates the differences in volatile profile of pistachio oils 'Aegina' cultivar extracted with two different techniques, ultrasound assisted extraction (UAE) and Soxhlet. Differences were observed both in the pistachio oil yield and the composition of the volatile compounds among these two groups of samples, which were significantly influenced due to the different thermal conditions. In terms of pistachio oil yield, the Soxhlet extraction technique was proven more efficient (52.5-68.2% w/w) than the UAE type (28.2-42.6% w/w). A total of 34 and 30 volatile compounds were identified for UAE and Soxhlet, respectively. The main ones associated with UAE were α-pinene, octane and decane, while the volatiles formed as a consequence of Soxhlet extraction were decane, nonanal and (E)-2-decenal. Terpenes' concentrations were found decreased in Soxhlet's samples, but hydrocarbons and aldehydes were significantly increased in these samples. Numerous studies concluded in common results. However, this article is the first to explore the influence of different extraction types on the volatile profile of the unique flavour and odor pistachio oil 'Aegina' cultivar.
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Schincaglia A, Aspromonte J, Franchina FA, Chenet T, Pasti L, Cavazzini A, Purcaro G, Beccaria M. Current Developments of Analytical Methodologies for Aflatoxins' Determination in Food during the Last Decade (2013-2022), with a Particular Focus on Nuts and Nut Products. Foods 2023; 12:527. [PMID: 36766055 PMCID: PMC9914313 DOI: 10.3390/foods12030527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/09/2023] [Accepted: 01/20/2023] [Indexed: 01/26/2023] Open
Abstract
This review aims to provide a clear overview of the most important analytical development in aflatoxins analysis during the last decade (2013-2022) with a particular focus on nuts and nuts-related products. Aflatoxins (AFs), a group of mycotoxins produced mainly by certain strains of the genus Aspergillus fungi, are known to impose a serious threat to human health. Indeed, AFs are considered carcinogenic to humans, group 1, by the International Agency for Research on Cancer (IARC). Since these toxins can be found in different food commodities, food control organizations worldwide impose maximum levels of AFs for commodities affected by this threat. Thus, they represent a cumbersome issue in terms of quality control, analytical result reliability, and economical losses. It is, therefore, mandatory for food industries to perform analysis on potentially contaminated commodities before the trade. A full perspective of the whole analytical workflow, considering each crucial step during AFs investigation, namely sampling, sample preparation, separation, and detection, will be presented to the reader, focusing on the main challenges related to the topic. A discussion will be primarily held regarding sample preparation methodologies such as partitioning, solid phase extraction (SPE), and immunoaffinity (IA) related methods. This will be followed by an overview of the leading analytical techniques for the detection of aflatoxins, in particular liquid chromatography (LC) coupled to a fluorescence detector (FLD) and/or mass spectrometry (MS). Moreover, the focus on the analytical procedure will not be specific only to traditional methodologies, such as LC, but also to new direct approaches based on imaging and the ability to detect AFs, reducing the need for sample preparation and separative techniques.
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Affiliation(s)
- Andrea Schincaglia
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Via L. Borsari 46, 44121 Ferrara, Italy
| | - Juan Aspromonte
- Laboratorio de Investigación y Desarrollo de Métodos Analíticos, LIDMA, Facultad de Ciencias Exactas, Universidad Nacional de La Plata, CIC-PBA, CONICET, Calle 47 Esq. 115, La Plata 1900, Argentina
| | - Flavio A. Franchina
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Via L. Borsari 46, 44121 Ferrara, Italy
| | - Tatiana Chenet
- Department of Environmental and Prevention Sciences, University of Ferrara, via L. Borsari 46, 44121 Ferrara, Italy
| | - Luisa Pasti
- Department of Environmental and Prevention Sciences, University of Ferrara, via L. Borsari 46, 44121 Ferrara, Italy
| | - Alberto Cavazzini
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Via L. Borsari 46, 44121 Ferrara, Italy
| | - Giorgia Purcaro
- Gembloux Agro-Bio Tech, University of Liège, Passage des Déportés 2, 5030 Gembloux, Belgium
| | - Marco Beccaria
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Via L. Borsari 46, 44121 Ferrara, Italy
- Organic and Biological Analytical Chemistry Group, MolSys Research Unit, University of Liège, 4000 Liège, Belgium
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Güler Z, Dursun A, Türkmen D. Comparison of pistachio (
Pistacia vera
L.) kernel volatile compounds of “Siirt”, “Uzun” and “Kirmizi” grown in Turkey: Effect of traditional and industrial in‐shell roasting. J FOOD PROCESS ENG 2021. [DOI: 10.1111/jfpe.13957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Zehra Güler
- Faculty of Agriculture, Department of Food Engineering Hatay Mustafa Kemal University Antakya Turkey
| | - Ahmet Dursun
- Faculty of Agriculture, Department of Food Engineering Hatay Mustafa Kemal University Antakya Turkey
| | - Dilek Türkmen
- Faculty of Agriculture, Department of Food Engineering Hatay Mustafa Kemal University Antakya Turkey
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Abstract
The evaluation of volatiles in food is an important aspect of food production. It gives knowledge about the quality of foods and their relationship to consumers’ choices. Alcohols, aldehydes, acids, esters, terpenes, pyrazines, and furans are the main chemical groups that are involved in aroma formation. They are products of food processing: thermal treatment, fermentation, storage, etc. Food aroma is a mixture of varied molecules. Because of this, the analysis of aroma composition can be challenging. The four main steps can be distinguished in the evaluation of the volatiles in the food matrix as follows: (1) isolation and concentration; (2) separation; (3) identification; and (4) sensory characterization. The most commonly used techniques to separate a fraction of volatiles from non-volatiles are solid-phase micro-(SPME) and stir bar sorptive extractions (SBSE). However, to study the active components of food aroma by gas chromatography with olfactometry detector (GC-O), solvent-assisted flavor evaporation (SAFE) is used. The volatiles are mostly separated on GC systems (GC or comprehensive two-dimensional GCxGC) with the support of mass spectrometry (MS, MS/MS, ToF–MS) for chemical compound identification. Besides omics techniques, the promising part could be a study of aroma using electronic nose. Therefore, the main assumptions of volatolomics are here described.
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Valasi L, Kokotou MG, Pappas CS. GC-MS, FTIR and Raman spectroscopic analysis of fatty acids of Pistacia vera (Greek variety "Aegina") oils from two consecutive harvest periods and chemometric differentiation of oils quality. Food Res Int 2021; 148:110590. [PMID: 34507735 DOI: 10.1016/j.foodres.2021.110590] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 06/20/2021] [Accepted: 07/02/2021] [Indexed: 11/28/2022]
Abstract
Pistacia vera oil is a rich source of unsaturated fatty acids, whose presence is associated with high quality and nutritional value. According to the literature, fatty acid oil composition is not constant every harvest year, but varies mainly depending on climate conditions. Therefore, the knowledge of oil composition in fatty acids is necessary to assess both its quality and its nutritional value. Twenty-two samples (11 samples from the harvest year 2017 and 11 samples from 2018) of the Greek variety "Aegina" were collected from four different Greek regions, from producers following the same cultivation and post-harvest cares. Extraction oil yields were found to be similar (61.7% w/w, 2017; 60.8% w/w, 2018). A reduction of the saturated fatty acids content was determined in 2018 (mean values 12.2% w/w against 13.8% w/w in 2017) by Gas Chromatography-Mass Spectrometry, accompanied by an increase of the unsaturated ones (mean values 87.9% w/w against 86.2% w/w in 2017). These results indicate that the harvest year 2018 may be considered superior to 2017 in terms of quality and nutritional value and may be correlated with an increased mean rain rate in 2018 and a slight decrease of the mean temperature. Fourier transform infrared (FTIR) and Raman spectroscopic studies of the oils were also performed. Three chemometric models were developed for the two consecutive harvest years of pistachio oil and the discrimination was based on GC-MS analysis, FTIR and Raman spectroscopic data combined with cross-validation techniques and comparison among them. The most successful chemometric model was that based on FTIR spectroscopy, which has the advantage of speed, simplicity and economy. Such a chemometric model may help in estimating the quality of Pistacia vera oils.
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Affiliation(s)
- Lydia Valasi
- Laboratory of Chemistry, Department of Food Science & Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855, Greece
| | - Maroula G Kokotou
- Laboratory of Chemistry, Department of Food Science & Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855, Greece
| | - Christos S Pappas
- Laboratory of Chemistry, Department of Food Science & Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855, Greece.
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Volatile Profile of Nuts, Key Odorants and Analytical Methods for Quantification. Foods 2021; 10:foods10071611. [PMID: 34359483 PMCID: PMC8308100 DOI: 10.3390/foods10071611] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 07/08/2021] [Accepted: 07/09/2021] [Indexed: 11/19/2022] Open
Abstract
The presence of nuts in diets has notably increased due to their composition, and the presence of antioxidants and their unsaturated fatty acid profile has led to a considerable increase in their consumption. The volatile profile of nuts is important from different points of view. It affects consumer’s selection, influences raw material selection for the production of composite foods, dictates variety selection in breeding programs, and, from a quality perspective, its changes can indicate food degradation or alteration. A review of the published bibliography concerning the determination of volatiles in nuts has been carried out. The information retrieved has been divided into four main sections. First, a discussion on the main volatiles present in nuts is performed; next, a revision of the methods used to determine the volatiles is presented; and, finally, two sections describing how harvesting conditions, healthy state and the thermal treatment of nuts modifies their volatile profile are added. Analysis of the published bibliography denoted the complexity of volatile determination and the different variables that can modify the compounds present in the volatile fraction of nuts.
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González‐Gamallo S, Salvador MD, Fregapane G. Design and Characteristics of Novel Sensory and Nutritionally Oriented Olive, Seed, and Nut Virgin Oils’ Blendings. EUR J LIPID SCI TECH 2021. [DOI: 10.1002/ejlt.202100008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | | | - Giuseppe Fregapane
- Facultad de Ciencias Químicas Universidad de Castilla‐La Mancha Ciudad Real E‐13071 Spain
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9
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An electronic nose supported by an artificial neural network for the rapid detection of aflatoxin B1 and fumonisins in maize. Food Control 2021. [DOI: 10.1016/j.foodcont.2020.107722] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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10
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Li H, Kang X, Wang S, Mo H, Xu D, Zhou W, Hu L. Early detection and monitoring for Aspergillus flavus contamination in maize kernels. Food Control 2021. [DOI: 10.1016/j.foodcont.2020.107636] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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11
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Valasi L, Georgiadou M, Tarantilis PA, Yanniotis S, Pappas CS. Rapid screening on aflatoxins' presence in Pistachia vera nuts using diffuse reflectance infrared Fourier transform spectroscopy and chemometrics. JOURNAL OF FOOD SCIENCE AND TECHNOLOGY 2021; 58:356-365. [PMID: 33505080 DOI: 10.1007/s13197-020-04549-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 05/18/2020] [Accepted: 05/26/2020] [Indexed: 11/29/2022]
Abstract
Aflatoxin contamination in pistachios has been analyzed in this work, using Diffuse Reflectance Infrared Spectroscopy (DRIFTS) with chemometrics. Forty-nine Greek pistachio samples of different aflatoxin concentrations were classified into aflatoxin and non-aflatoxin groups using the 3035-2821, 1770-1721, 1570-1481 and 1260-1061 cm-1 spectral regions in Kubelka-Munk conversion and first derivative form. A chemometric model was developed using twenty-eight samples as calibration, 11 as validation and 10 as test set. The discrimination analysis separated correctly the 100% of the calibration and the validation set and the 80% of the test set. The proposed chemometric model is simple, rapid, economical and environmentally friendly since it does not require chemical pre-treatment of the samples. It is expected that the present method may be proved useful in food industry and the inspection authorities as a rapid decision-making tool to detect batches that must be rejected and enhance consumers' protection from aflatoxin contaminated pistachios.
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Affiliation(s)
- Lydia Valasi
- Laboratory of General Chemistry, Department of Food Science and Human Nutrition, Agricultural University of Athens, 75 Iera Odos, 11855 Athens, Greece
| | - Maria Georgiadou
- Laboratory of Food Process Engineering, Department of Food Science and Human Nutrition, Agricultural University of Athens, 75 Iera Odos, 11855 Athens, Greece
| | - Petros A Tarantilis
- Laboratory of General Chemistry, Department of Food Science and Human Nutrition, Agricultural University of Athens, 75 Iera Odos, 11855 Athens, Greece
| | - Stavros Yanniotis
- Laboratory of Food Process Engineering, Department of Food Science and Human Nutrition, Agricultural University of Athens, 75 Iera Odos, 11855 Athens, Greece
| | - Christos S Pappas
- Laboratory of General Chemistry, Department of Food Science and Human Nutrition, Agricultural University of Athens, 75 Iera Odos, 11855 Athens, Greece
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Pigłowski M. Comparative analysis of notifications regarding mycotoxins in the Rapid Alert System for Food and Feed (RASFF). QUALITY ASSURANCE AND SAFETY OF CROPS & FOODS 2019. [DOI: 10.3920/qas2018.1398] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- M. Pigłowski
- Gdynia Maritime University, Morska 81-87, 81-225 Gdynia, Poland
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13
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Wang Y, Yang L, Fei X, Yao X, Gao D, Guo S. Antifungal Effect of Camellia Seed Cake Extract on Aspergillus flavus. J Food Prot 2019; 82:463-469. [PMID: 30802155 DOI: 10.4315/0362-028x.jfp-18-285] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
HIGHLIGHTS The antifungal effect of the active substance in camellia seed cake is evaluated on Aspergillus flavus. The n-butanol phase exhibited an apparent antagonistic effect on A. flavus. A reference and a guide for natural antifungal agents is provided. Knowledge of the utilization of the by-products of camellia seed is broadened.
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Affiliation(s)
- Yaping Wang
- 1 Research Institute of Subtropical Forestry, Chinese Academy of Forestry (CAF), Hangzhou, People's Republic of China
| | - Liu Yang
- 2 Zhejiang Forestry Product Quality Testing Station, Hangzhou, People's Republic of China
| | - Xueqian Fei
- 1 Research Institute of Subtropical Forestry, Chinese Academy of Forestry (CAF), Hangzhou, People's Republic of China
| | - Xiaohua Yao
- 1 Research Institute of Subtropical Forestry, Chinese Academy of Forestry (CAF), Hangzhou, People's Republic of China
| | - Daxiang Gao
- 3 Jiangsu Polytechnic College Agriculture and Forestry, Jurong, People's Republic of China
| | - Shaohai Guo
- 1 Research Institute of Subtropical Forestry, Chinese Academy of Forestry (CAF), Hangzhou, People's Republic of China
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Martín MP, Asensio CM, Nepote V, Grosso NR. Improving Quality Preservation of Raw Peanuts Stored under Different Conditions During a Long-Term Storage. EUR J LIPID SCI TECH 2018. [DOI: 10.1002/ejlt.201800150] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- María Paula Martín
- Facultad de Ciencias Agropecuarias; Universidad Nacional de Córdoba (UNC); Instituto Multidisciplinario de Biología Vegetal (IMBIV); Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET); Ing. Agr. Félix Aldo Marrone 746, CC 509, X5016GCA Córdoba Argentina
| | - Claudia Mariana Asensio
- Facultad de Ciencias Agropecuarias; Universidad Nacional de Córdoba (UNC); Instituto Multidisciplinario de Biología Vegetal (IMBIV); Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET); Ing. Agr. Félix Aldo Marrone 746, CC 509, X5016GCA Córdoba Argentina
| | - Valeria Nepote
- Facultad de Ciencias Exactas; Físicas y Naturales (UNC); IMBIV-CONICET; Av. Vélez Sarsfield 1611, 5000 Córdoba Argentina
| | - Nelson Rubén Grosso
- Facultad de Ciencias Agropecuarias; Universidad Nacional de Córdoba (UNC); Instituto Multidisciplinario de Biología Vegetal (IMBIV); Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET); Ing. Agr. Félix Aldo Marrone 746, CC 509, X5016GCA Córdoba Argentina
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15
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Khalesi M, Jahanbani R, Riveros-Galan D, Sheikh-Hassani V, Sheikh-Zeinoddin M, Sahihi M, Winterburn J, Derdelinckx G, Moosavi-Movahedi AA. Antioxidant activity and ACE-inhibitory of Class II hydrophobin from wild strain Trichoderma reesei. Int J Biol Macromol 2016; 91:174-9. [DOI: 10.1016/j.ijbiomac.2016.05.068] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Revised: 05/16/2016] [Accepted: 05/18/2016] [Indexed: 10/21/2022]
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