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Santucci C, Tenori L, Luchinat C. NMR fingerprinting as a tool to evaluate post-harvest time-related changes of peaches, tomatoes and plums. Food Res Int 2015; 75:106-114. [PMID: 28454935 DOI: 10.1016/j.foodres.2015.05.046] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2015] [Revised: 05/21/2015] [Accepted: 05/27/2015] [Indexed: 01/09/2023]
Abstract
The time-related changes of three agricultural products, coming from two distribution routes, have been followed using NMR fingerprinting to monitor metabolic variations occurring during several days of cold storage. An NMR profiling approach was employed to evaluate the variations in metabolic profile and metabolite content in three different agricultural products highly consumed in Italy (peaches, tomatoes and plums) coming from Tuscanian farms and how they change with time after collection. For each product, we followed the time-related changes during cold storage along three different collection periods. We monitored the variations in metabolic fingerprint and the trend of a set of metabolites, focusing our attention on nutritive and health-promoting metabolites (mainly, essential amino acids and antioxidants) as well as metabolites that contribute to the taste. Concurrently, for comparison, the time-dependent changes of the same kind of products coming from large-scale distribution have been also analyzed under the same conditions. In this second category, only slight variations in the metabolic fingerprint and metabolite levels were seen during cold storage. Unsupervised and supervised multivariate statistics was also employed to enlighten the differences between the three collections. In particular it seems that the metabolic fingerprint of large-scale distribution products is quite similar in the early, middle and late collection, while peaches and plums locally collected are markedly different among the three periods. The metabolic profiles of the agricultural products belonging to these two different distribution routes are intrinsically different, and they show different changes during the time of cold storage.
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Affiliation(s)
- Claudio Santucci
- Magnetic Resonance Center (CERM), University of Florence, Via Luigi Sacconi, 6, 50019 Sesto Fiorentino, Italy.
| | - Leonardo Tenori
- FiorGen Foundation, Via Luigi Sacconi, 6, 50019 Sesto Fiorentino, Italy.
| | - Claudio Luchinat
- Magnetic Resonance Center (CERM), University of Florence, Via Luigi Sacconi, 6, 50019 Sesto Fiorentino, Italy.
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Ladics GS, Bartholomaeus A, Bregitzer P, Doerrer NG, Gray A, Holzhauser T, Jordan M, Keese P, Kok E, Macdonald P, Parrott W, Privalle L, Raybould A, Rhee SY, Rice E, Romeis J, Vaughn J, Wal JM, Glenn K. Genetic basis and detection of unintended effects in genetically modified crop plants. Transgenic Res 2015; 24:587-603. [PMID: 25716164 PMCID: PMC4504983 DOI: 10.1007/s11248-015-9867-7] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2015] [Accepted: 02/14/2015] [Indexed: 11/26/2022]
Abstract
In January 2014, an international meeting sponsored by the International Life Sciences Institute/Health and Environmental Sciences Institute and the Canadian Food Inspection Agency titled “Genetic Basis of Unintended Effects in Modified Plants” was held in Ottawa, Canada, bringing together over 75 scientists from academia, government, and the agro-biotech industry. The objectives of the meeting were to explore current knowledge and identify areas requiring further study on unintended effects in plants and to discuss how this information can inform and improve genetically modified (GM) crop risk assessments. The meeting featured presentations on the molecular basis of plant genome variability in general, unintended changes at the molecular and phenotypic levels, and the development and use of hypothesis-driven evaluations of unintended effects in assessing conventional and GM crops. The development and role of emerging “omics” technologies in the assessment of unintended effects was also discussed. Several themes recurred in a number of talks; for example, a common observation was that no system for genetic modification, including conventional methods of plant breeding, is without unintended effects. Another common observation was that “unintended” does not necessarily mean “harmful”. This paper summarizes key points from the information presented at the meeting to provide readers with current viewpoints on these topics.
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Affiliation(s)
- Gregory S. Ladics
- DuPont Pioneer Agricultural Biotechnology, DuPont Experimental Station, 200 Powder Mill Road, Wilmington, DE 19803 USA
| | - Andrew Bartholomaeus
- Therapeutics Research Centre, School of Medicine, Queensland University, Brisbane, QLD 4072 Australia
- Faculty of Health, School of Pharmacy, University of Canberra, Locked Bag 1, Canberra, ACT 2601 Australia
| | - Phil Bregitzer
- National Small Grains Germplasm Research Facility, US Department of Agriculture – Agricultural Research Service, 1691 S. 2700 W., Aberdeen, ID 83210 USA
| | - Nancy G. Doerrer
- ILSI Health and Environmental Sciences Institute, 1156 15th St., NW, Suite 200, Washington, DC 20005 USA
| | - Alan Gray
- Centre for Ecology and Hydrology, CEH Wallingford, Crowmarsh Gifford, Wallingford, Oxfordshire OX10 8BB UK
| | - Thomas Holzhauser
- Division of Allergology, Paul-Ehrlich-Institut, Paul-Ehrlich-Strasse 51-59, 63225 Langen, Germany
| | - Mark Jordan
- Cereal Research Centre, Agriculture and Agri-Food Canada, 101 Route 100, Morden, MB R6M 1Y5 Canada
| | - Paul Keese
- Office of the Gene Technology Regulator, Australian Government, MDP54, GPO Box 9848, Canberra, ACT 2601 Australia
| | - Esther Kok
- RIKILT Wageningen UR, P.O. Box 230, 6700 AE Wageningen, The Netherlands
| | - Phil Macdonald
- Canadian Food Inspection Agency, 1400 Merivale Rd, Ottawa, ON K1A 0Y9 Canada
| | - Wayne Parrott
- Center for Applied Genetic Technologies, University of Georgia, 111 Riverbend Road, Athens, GA 30602 USA
| | - Laura Privalle
- Bayer CropScience, 407 Davis Drive, Morrisville, NC 27560 USA
| | - Alan Raybould
- Syngenta Ltd, Jealott’s Hill International Research Centre, Bracknell, RG42 6EY UK
- Present Address: Syngenta Crop Protection AG, Schwarzwaldallee 215, 4058 Basel, Switzerland
| | - Seung Yon Rhee
- Department of Plant Biology, Carnegie Institution for Science, 260 Panama St., Stanford, CA 94305 USA
| | - Elena Rice
- Monsanto Company, 700 Chesterfield Pkwy W., CC5A, Chesterfield, MO 63017 USA
| | - Jörg Romeis
- Agroscope, Institute for Sustainability Sciences ISS, Reckenholzstr. 191, 8046 Zurich, Switzerland
| | - Justin Vaughn
- University of Georgia, 111 Riverbend Road, Athens, GA 30602 USA
| | - Jean-Michel Wal
- Dept. SVS, AgroParisTech, 16 rue Claude Bernard, 75231 Paris, France
| | - Kevin Glenn
- Monsanto Company, 800 N. Lindbergh Blvd, U4NA, St. Louis, MO 63167 USA
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Álvarez-Fernández MA, Cerezo AB, Cañete-Rodríguez AM, Troncoso AM, García-Parrilla MC. Composition of nonanthocyanin polyphenols in alcoholic-fermented strawberry products using LC-MS (QTRAP), high-resolution MS (UHPLC-Orbitrap-MS), LC-DAD, and antioxidant activity. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2015; 63:2041-2051. [PMID: 25598511 DOI: 10.1021/jf506076n] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
In this study, the nonanthocyanin (poly)phenolic profile of an alcoholic-fermented strawberry beverage was characterized. High-performance liquid chromatography coupled with a triple-quadropole mass spectrometer and ultra-high-performance liquid chromatography coupled with a linear trap quadropole and an Orbitrap mass analyzer was used to identify nonanthocyanin phenolic compounds. Sixty-six compounds were identified, and 13 of these were identified for the first time in strawberry or its derived alcoholic fermented beverage: protocatechuic acid-4-O-β-hexoside, brevifolin carboxylic acid, ferulic acid glucuronide, dimer caffeic acid-O-hexoside, luteolin-3'-O-xyloside, isorhamnetin 3-O-glucoside, taxifolin-O-glucoside, (+)-aromadendrin rhamnoside, eriodictyol-7-O-glucoside, (+)-taxifolin, (+)-aromadendrin, eriodictyol, and homovanillic acid. The alcoholic fermentation process produced significant increases in certain compounds, such as homovanillic acid and p-hydroxybenzoic acid, while a significant decrease in galloyl bis-HHDP-glucose was observed. Linear discriminant analysis correctly classified samples initial, final, and pasteurized, which led to the conclusion that alcoholic fermentation induces significant changes in composition, mainly in relation to the 19 compounds represented in the tables of this work.
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Affiliation(s)
- M Antonia Álvarez-Fernández
- Nutrición y Bromatología, Facultad de Farmacia, Universidad de Sevilla , C/P. García González n° 2, Sevilla 41012, Spain
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Aganovic K, Grauwet T, Kebede BT, Toepfl S, Heinz V, Hendrickx M, Van Loey A. Impact of different large scale pasteurisation technologies and refrigerated storage on the headspace fingerprint of tomato juice. INNOV FOOD SCI EMERG 2014. [DOI: 10.1016/j.ifset.2014.10.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Petrakis EA, Cagliani LR, Polissiou MG, Consonni R. Evaluation of saffron (Crocus sativus L.) adulteration with plant adulterants by (1)H NMR metabolite fingerprinting. Food Chem 2014; 173:890-6. [PMID: 25466103 DOI: 10.1016/j.foodchem.2014.10.107] [Citation(s) in RCA: 121] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2014] [Revised: 09/10/2014] [Accepted: 10/19/2014] [Indexed: 10/24/2022]
Abstract
In the present work, a preliminary study for the detection of adulterated saffron and the identification of the adulterant used by means of (1)H NMR and chemometrics is reported. Authentic Greek saffron and four typical plant-derived materials utilised as bulking agents in saffron, i.e., Crocus sativus stamens, safflower, turmeric, and gardenia were investigated. A two-step approach, relied on the application of both OPLS-DA and O2PLS-DA models to the (1)H NMR data, was adopted to perform authentication and prediction of authentic and adulterated saffron. Taking into account the deficiency of established methodologies to detect saffron adulteration with plant adulterants, the method developed resulted reliable in assessing the type of adulteration and could be viable for dealing with extensive saffron frauds at a minimum level of 20% (w/w).
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Affiliation(s)
- Eleftherios A Petrakis
- Laboratory of Chemistry, Department of Food Science and Human Nutrition, Agricultural University of Athens, 75 Iera Odos Str., 11855 Athens, Greece
| | - Laura R Cagliani
- Institute for the Study of Macromolecules, NMR Laboratory, National Council of Research, v. Bassini 15, 20133 Milan, Italy
| | - Moschos G Polissiou
- Laboratory of Chemistry, Department of Food Science and Human Nutrition, Agricultural University of Athens, 75 Iera Odos Str., 11855 Athens, Greece
| | - Roberto Consonni
- Institute for the Study of Macromolecules, NMR Laboratory, National Council of Research, v. Bassini 15, 20133 Milan, Italy.
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Sciubba F, Capuani G, Di Cocco ME, Avanzato D, Delfini M. Nuclear magnetic resonance analysis of water soluble metabolites allows the geographic discrimination of pistachios (Pistacia vera). Food Res Int 2014. [DOI: 10.1016/j.foodres.2014.02.039] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Del Coco L, De Pascali SA, Iacovelli V, Cesari G, Schena FP, Fanizzi FP. Following the olive oil production chain: 1D and 2D NMR study of olive paste, pomace, and oil. EUR J LIPID SCI TECH 2014. [DOI: 10.1002/ejlt.201400139] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Laura Del Coco
- Di.S.Te.B.A., Prov.le Lecce-Monteroni; University of Salento; Lecce Italy
- Cancer Research Center; C.A.R.S.O. Consortium; Bari Italy
| | | | - Vito Iacovelli
- Di.S.Te.B.A., Prov.le Lecce-Monteroni; University of Salento; Lecce Italy
| | - Gianluigi Cesari
- C.I.H.E.A.M Istituto Agronomico Mediterraneo di Bari; Valenzano Italy
| | | | - Francesco Paolo Fanizzi
- Di.S.Te.B.A., Prov.le Lecce-Monteroni; University of Salento; Lecce Italy
- Cancer Research Center; C.A.R.S.O. Consortium; Bari Italy
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¹H NMR Spectroscopy and Multivariate Analysis of Monovarietal EVOOs as a Tool for Modulating Coratina-Based Blends. Foods 2014; 3:238-249. [PMID: 28234316 PMCID: PMC5302358 DOI: 10.3390/foods3020238] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2014] [Revised: 03/26/2014] [Accepted: 04/08/2014] [Indexed: 11/17/2022] Open
Abstract
Coratina cultivar-based olives are very common among 100% Italian extra virgin olive oils (EVOOs). Often, the very spicy character of this cultivar, mostly due to the high polyphenols concentration, requires blending with other “sweetener” oils. In this work, monovarietal EVOO samples from the Coratina cultivar (Apulia, Italy) were investigated and compared with monovarietal EVOO from native or recently introduced Apulian (Italy) cultivars (Ogliarola Garganica, Ogliarola Barese, Cima di Mola, Peranzana, Picholine), from Calabria (Italy) (Carolea and Rossanese) and from other Mediterranean countries, such as Spain (Picual) and Greece (Kalamata and Koroneiki) by 1H NMR spectroscopy and multivariate analysis (principal component analysis (PCA)). In this regard, NMR signals could allow a first qualitative evaluation of the chemical composition of EVOO and, in particular, of its minor component content (phenols and aldehydes), an intrinsic behavior of EVOO taste, related to the cultivar and geographical origins. Moreover, this study offers an opportunity to address blended EVOOs tastes by using oils from a specific region or country of origin.
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Zielinski AA, Haminiuk CW, Nunes CA, Schnitzler E, van Ruth SM, Granato D. Chemical Composition, Sensory Properties, Provenance, and Bioactivity of Fruit Juices as Assessed by Chemometrics: A Critical Review and Guideline. Compr Rev Food Sci Food Saf 2014; 13:300-316. [DOI: 10.1111/1541-4337.12060] [Citation(s) in RCA: 110] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2013] [Accepted: 01/17/2014] [Indexed: 11/28/2022]
Affiliation(s)
- Acácio A.F. Zielinski
- Graduate Program of Food Engineering, Federal University of Paraná. R. Cel; Francisco Heráclito dos Santos 210, Polytechnic Campus; CEP 81531-980 Curitiba PR Brazil
- Food Science and Technology, Graduate Program; State Univ. of Ponta Grossa. Av. Carlos Cavalcanti, 4748, 84030-900, Uvaranas Campus; Ponta Grossa Paraná Brazil
- Food Science and Technology, Graduate Program; State Univ. of Ponta Grossa. Av. Carlos Cavalcanti, 4748, 84030-900, Uvaranas Campus; Ponta Grossa Paraná Brazil
| | - Charles W.I. Haminiuk
- Graduate Program of Food Technology (PPGTA) - Federal University of Technology - Paraná, Campo Mourão Campus; Via Rosalina Maria dos Santos, 1233, Campo Mourão, CEP 87301-899; Campo Mourão Paraná Brazil
| | - Cleiton A. Nunes
- Dept. of Food Science; Federal Univ. of Lavras, CP 3037, 37200-000; Lavras Minas Gerais Brazil
| | - Egon Schnitzler
- Food Science and Technology, Graduate Program; State Univ. of Ponta Grossa. Av. Carlos Cavalcanti, 4748, 84030-900, Uvaranas Campus; Ponta Grossa Paraná Brazil
| | - Saskia M. van Ruth
- Inst. of Food Safety, RIKILT, Wageningen Univ. and Research Centre; P.O. Box 230, 6700 AE Wageningen the Netherlands
| | - Daniel Granato
- Food Science and Technology, Graduate Program; State Univ. of Ponta Grossa. Av. Carlos Cavalcanti, 4748, 84030-900, Uvaranas Campus; Ponta Grossa Paraná Brazil
- Inst. of Food Safety, RIKILT, Wageningen Univ. and Research Centre; P.O. Box 230, 6700 AE Wageningen the Netherlands
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Grauwet T, Vervoort L, Colle I, Van Loey A, Hendrickx M. From fingerprinting to kinetics in evaluating food quality changes. Trends Biotechnol 2014; 32:125-31. [DOI: 10.1016/j.tibtech.2014.01.002] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 12/23/2013] [Accepted: 01/06/2014] [Indexed: 10/25/2022]
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Coco LD, Pascali SAD, Fanizzi FP. NMR-Metabolomic Study on Monocultivar and Blend Salento EVOOs including Some from Secular Olive Trees. ACTA ACUST UNITED AC 2014. [DOI: 10.4236/fns.2014.51012] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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