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Díaz-Galiano FJ, Murcia-Morales M, Fernández-Alba AR. From sound check to encore: A journey through high-resolution mass spectrometry-based food analyses and metabolomics. Compr Rev Food Sci Food Saf 2024; 23:e13325. [PMID: 38532695 DOI: 10.1111/1541-4337.13325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 02/29/2024] [Accepted: 02/29/2024] [Indexed: 03/28/2024]
Abstract
This manuscript presents a comprehensive review of high-resolution mass spectrometry in the field of food analysis and metabolomics. We have followed the historical evolution of metabolomics, its associated techniques and technologies, and its increasing role in food science and research. The review provides a critical comparison and synthesis of tentative identification guidelines proposed for over 15 years, offering a condensed resource for researchers in the field. We have also examined a wide range of recent metabolomics studies, showcasing various methodologies and highlighting key findings as a testimony of the versatility of the field and the possibilities it offers. In doing so, we have also carefully provided a compilation of the software tools that may be employed in this type of studies. The manuscript also explores the prospects of high-resolution mass spectrometry and metabolomics in food science. By covering the history, guidelines, applications, and tools of metabolomics, this review attempts to become a comprehensive guide for researchers in a rapidly evolving field.
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Affiliation(s)
- Francisco José Díaz-Galiano
- Department of Chemistry and Physics, Agrifood Campus of International Excellence (ceiA3), University of Almería, Almería, Spain
| | - María Murcia-Morales
- Department of Chemistry and Physics, Agrifood Campus of International Excellence (ceiA3), University of Almería, Almería, Spain
| | - Amadeo Rodríguez Fernández-Alba
- Department of Chemistry and Physics, Agrifood Campus of International Excellence (ceiA3), University of Almería, Almería, Spain
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Marcotuli I, Mandrone M, Chiocchio I, Poli F, Gadaleta A, Ferrara G. Metabolomics and genetics of reproductive bud development in Ficus carica var. sativa (edible fig) and in Ficus carica var. caprificus (caprifig): similarities and differences. FRONTIERS IN PLANT SCIENCE 2023; 14:1192350. [PMID: 37360723 PMCID: PMC10285451 DOI: 10.3389/fpls.2023.1192350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 04/28/2023] [Indexed: 06/28/2023]
Abstract
In figs, reproductive biology comprises cultivars requiring or not pollination, with female trees (edible fig) and male trees (caprifig) bearing different types of fruits. Metabolomic and genetic studies may clarify bud differentiation mechanisms behind the different fruits. We used a targeted metabolomic analysis and genetic investigation through RNA sequence and candidate gene investigation to perform a deep analysis of buds of two fig cultivars, 'Petrelli' (San Pedro type) and 'Dottato' (Common type), and one caprifig. In this work, proton nuclear magnetic resonance (1H NMR-based metabolomics) has been used to analyze and compare buds of the caprifig and the two fig cultivars collected at different times of the season. Metabolomic data of buds collected on the caprifig, 'Petrelli', and 'Dottato' were treated individually, building three separate orthogonal partial least squared (OPLS) models, using the "y" variable as the sampling time to allow the identification of the correlations among metabolomic profiles of buds. The sampling times revealed different patterns between caprifig and the two edible fig cultivars. A significant amount of glucose and fructose was found in 'Petrelli', differently from 'Dottato', in the buds in June, suggesting that these sugars not only are used by the ripening brebas of 'Petrelli' but also are directed toward the developing buds on the current year shoot for either a main crop (fruit in the current season) or a breba (fruit in the successive season). Genetic characterization through the RNA-seq of buds and comparison with the literature allowed the identification of 473 downregulated genes, with 22 only in profichi, and 391 upregulated genes, with 21 only in mammoni.
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Affiliation(s)
- Ilaria Marcotuli
- Department of Soil, Plant and Food Sciences, University of Bari “Aldo Moro”, Bari, Italy
| | - Manuela Mandrone
- Dipartimento di Farmacia e Biotecnologie, Alma Mater Studiorum - Università di Bologna, Bologna, Italy
| | - Ilaria Chiocchio
- Dipartimento di Farmacia e Biotecnologie, Alma Mater Studiorum - Università di Bologna, Bologna, Italy
| | - Ferruccio Poli
- Dipartimento di Farmacia e Biotecnologie, Alma Mater Studiorum - Università di Bologna, Bologna, Italy
| | - Agata Gadaleta
- Department of Soil, Plant and Food Sciences, University of Bari “Aldo Moro”, Bari, Italy
| | - Giuseppe Ferrara
- Department of Soil, Plant and Food Sciences, University of Bari “Aldo Moro”, Bari, Italy
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Liu Z, Wang S, Tan CP, Zhang B, Fu X, Huang Q. Effect of lipids complexes on controlling ethylene gas release from V-type starch. Carbohydr Polym 2022; 291:119556. [DOI: 10.1016/j.carbpol.2022.119556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Revised: 04/08/2022] [Accepted: 04/27/2022] [Indexed: 11/16/2022]
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Pawar DA, Giri SK, Sharma AK. Development and performance evaluation of grape debunching machine for production of raisins and stemless table grapes. J FOOD PROCESS ENG 2021. [DOI: 10.1111/jfpe.13898] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Dilip A. Pawar
- Agro‐Produce Processing Division ICAR‐Central Institute of Agricultural Engineering Bhopal India
| | - Saroj K. Giri
- Agro‐Produce Processing Division ICAR‐Central Institute of Agricultural Engineering Bhopal India
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Tufariello M, Rizzuti A, Palombi L, Ragone R, Capozzi V, Gallo V, Mastrorilli P, Grieco F. Non-targeted metabolomic approach as a tool to evaluate the chemical profile of sparkling wines fermented with autochthonous yeast strains. Food Control 2021. [DOI: 10.1016/j.foodcont.2021.108099] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Innamorato V, Longobardi F, Cervellieri S, Cefola M, Pace B, Capotorto I, Gallo V, Rizzuti A, Logrieco AF, Lippolis V. Quality evaluation of table grapes during storage by using 1H NMR, LC-HRMS, MS-eNose and multivariate statistical analysis. Food Chem 2020; 315:126247. [PMID: 32006866 DOI: 10.1016/j.foodchem.2020.126247] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 01/14/2020] [Accepted: 01/16/2020] [Indexed: 12/17/2022]
Abstract
Three non-targeted methods, i.e. 1H NMR, LC-HRMS, and HS-SPME/MS-eNose, combined with chemometrics, were used to classify two table grape cultivars (Italia and Victoria) based on five quality levels (5, 4, 3, 2, 1). Grapes at marketable quality levels (5, 4, 3) were also discriminated from non-marketable quality levels (2 and 1). PCA-LDA and PLS-DA were applied, and results showed that, the MS-eNose provided the best results. Specifically, with the Italia table grapes, mean prediction abilities ranging from 87% to 88% and from 98% to 99% were obtained for discrimination amongst the five quality levels and of marketability/non-marketability, respectively. For the cultivar Victoria, mean predictive abilities higher than 99% were achieved for both classifications. Good models were also obtained for both cultivars using NMR and HRMS data, but only for classification by marketability. Satisfying models were further validated by MCCV. Finally, the compounds that contributed the most to the discriminations were identified.
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Affiliation(s)
- Valentina Innamorato
- Dipartimento di Chimica, Università di Bari "Aldo Moro", Via Orabona 4, 70126 Bari, Italy; Consiglio Nazionale delle Ricerche (CNR), Istituto Scienze delle Produzioni Alimentari (ISPA), Via Amendola 122/O, 70126 Bari, Italy
| | - Francesco Longobardi
- Dipartimento di Chimica, Università di Bari "Aldo Moro", Via Orabona 4, 70126 Bari, Italy.
| | - Salvatore Cervellieri
- Consiglio Nazionale delle Ricerche (CNR), Istituto Scienze delle Produzioni Alimentari (ISPA), Via Amendola 122/O, 70126 Bari, Italy
| | - Maria Cefola
- Consiglio Nazionale delle Ricerche (CNR), Istituto Scienze delle Produzioni Alimentari (ISPA), c/o CS-DAT, Via Michele Protano, 71121 Foggia, Italy
| | - Bernardo Pace
- Consiglio Nazionale delle Ricerche (CNR), Istituto Scienze delle Produzioni Alimentari (ISPA), c/o CS-DAT, Via Michele Protano, 71121 Foggia, Italy
| | - Imperatrice Capotorto
- Consiglio Nazionale delle Ricerche (CNR), Istituto Scienze delle Produzioni Alimentari (ISPA), c/o CS-DAT, Via Michele Protano, 71121 Foggia, Italy
| | - Vito Gallo
- Dipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica (DICATECh), Politecnico di Bari, via Orabona 4, Bari I-70125, Italy
| | - Antonino Rizzuti
- Dipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica (DICATECh), Politecnico di Bari, via Orabona 4, Bari I-70125, Italy
| | - Antonio F Logrieco
- Consiglio Nazionale delle Ricerche (CNR), Istituto Scienze delle Produzioni Alimentari (ISPA), Via Amendola 122/O, 70126 Bari, Italy
| | - Vincenzo Lippolis
- Consiglio Nazionale delle Ricerche (CNR), Istituto Scienze delle Produzioni Alimentari (ISPA), Via Amendola 122/O, 70126 Bari, Italy
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Díaz-de-Cerio E, Verardo V, Fernández-Gutiérrez A, Gómez-Caravaca AM. New insight into phenolic composition of chayote (Sechium edule (Jacq.) Sw.). Food Chem 2019; 295:514-519. [DOI: 10.1016/j.foodchem.2019.05.146] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Revised: 05/19/2019] [Accepted: 05/21/2019] [Indexed: 10/26/2022]
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8
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Ciampa A, Dell'Abate MT, Florio A, Tarricone L, Di Gennaro D, Picone G, Trimigno A, Capozzi F, Benedetti A. Combined magnetic resonance imaging and high resolution spectroscopy approaches to study the fertilization effects on metabolome, morphology and yeast community of wine grape berries, cultivar Nero di Troia. Food Chem 2019; 274:831-839. [DOI: 10.1016/j.foodchem.2018.09.056] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 09/07/2018] [Accepted: 09/10/2018] [Indexed: 01/10/2023]
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Abreu AC, Aguilera-Sáez LM, Peña A, García-Valverde M, Marín P, Valera DL, Fernández I. NMR-Based Metabolomics Approach To Study the Influence of Different Conditions of Water Irrigation and Greenhouse Ventilation on Zucchini Crops. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:8422-8432. [PMID: 30047728 DOI: 10.1021/acs.jafc.8b02590] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
This study describes the approach of 1H NMR metabolomic profiling for the differentiation of zucchini produced under different conditions of water irrigation (desalinated seawater -0.397 dS/m, 0.52 €/m3 vs groundwater -2.36 dS/m, 0.29 €/m3) and ventilation (surface area of the vent openings/greenhouse area was 15.0% for one sector and 9.8% for the other). Overall, 72 extracts of zucchini ( Cucubirta pepo L. cv Victoria) under four different conditions were regularly analyzed during the spring-summer cycle from April to July 2017. We have found that zucchini plants irrigated with desalinated seawater increased the zucchini production yield, presented fruits with higher concentration of glucose, fructose, and vitamin B3, and displayed an increased antioxidant activity. On the contrary, plant groundwater irrigation produced the increment of sucrose level that could rise the sweetness perception of the fruits. Finally, the ventilation variable produced a higher concentration of trigonelline, histidine, and phenylalanine but only on those zucchinis irrigated with groundwater.
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Characterization of bioactive compounds of Annona cherimola L. leaves using a combined approach based on HPLC-ESI-TOF-MS and NMR. Anal Bioanal Chem 2018; 410:3607-3619. [PMID: 29629503 DOI: 10.1007/s00216-018-1051-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 03/19/2018] [Accepted: 03/29/2018] [Indexed: 12/26/2022]
Abstract
Annona cherimola Mill. (cherimoya) has widely been used as food crop. The leaves of this tree possess several health benefits, which are, in general, attributed mainly to its bioactive composition. However, literature concerning a comprehensive characterization based on a combined approach, which consists of nuclear magnetic resonance (NMR) and high-performance liquid chromatography coupled with time-of-flight mass spectrometry (HPLC-TOF-MS), from these leaves is scarce. Thus, the aim of this work was to study the polar profile of full extracts of cherimoya leaves by using these tools. Thus, a total of 77 compounds have been characterized, 12 of which were identified by both techniques. Briefly, 23 compounds were classified as amino acids, organic acids, carbohydrates, cholines, phenolic acid derivatives, and flavonoids by NMR, while 66 metabolites were divided into sugars, amino acids, phenolic acids and derivatives, flavonoids, phenylpropanoids, and other polar compounds by HPLC-TOF-MS. It is worth mentioning that different solvent mixtures were tested and the total phenolic content in the extracts quantified (TPC via HPLC-TOF-MS). The tendency observed was EtOH/water 80/20 (v/v) (17.0 ± 0.2 mg TPC/g leaf dry weight (d.w.)) ≥ acetone/water 70/30 (v/v) (16.1 ± 0.7 mg TPC/g leaf d.w.) > EtOH/water 70/30 (v/v) (14.0 ± 0.3 mg TPC/g leaf d.w.) > acetone/water 80/20 (v/v) (13.5 ± 0.4 mg TPC/g leaf d.w.). Importantly, flavonoids derivatives were between 63 and 76% of the TPC in those extracts. Major compounds were sucrose, glucose (α and β), and proline, and chlorogenic acid and rutin for NMR and HPLC-TOF-MS, respectively. Graphical abstract The combined use of LC-HRMS and NMR is a potential synergic combination for a comprehensive metabolite composition of cherimoya leaves.
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Zhang B, Luo Y, Kanyuck K, Bauchan G, Mowery J, Zavalij P. Development of Metal-Organic Framework for Gaseous Plant Hormone Encapsulation To Manage Ripening of Climacteric Produce. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2016; 64:5164-70. [PMID: 27250565 DOI: 10.1021/acs.jafc.6b02072] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Controlled ripening of climacteric fruits, such as bananas and avocados, is a critical step to provide consumers with high-quality products while reducing postharvest losses. Prior to ripening, these fruits can be stored for an extended period of time but are usually not suitable for consumption. However, once ripening is initiated, they undergo irreversible changes that lead to rapid quality loss and decay if not consumed within a short window of time. Therefore, technologies to slow the ripening process after its onset or to stimulate ripening immediately before consumption are in high demand. In this study, we developed a solid porous metal-organic framework (MOF) to encapsulate gaseous ethylene for subsequent release. We evaluated the feasibility of this technology for on-demand stimulated ripening of bananas and avocados. Copper terephthalate (CuTPA) MOF was synthesized via a solvothermal method and loaded with ethylene gas. Its crystalline structure and chemical composition were characterized by X-ray diffraction crystallography, porosity by N2 and ethylene isotherms, and morphology by electron microscopy. The MOF loaded with ethylene (MOF-ethylene) was placed inside sealed containers with preclimacteric bananas and avocados and stored at 16 °C. The headspace gas composition and fruit color and texture were monitored periodically. Results showed that this CuTPA MOF is highly porous, with a total pore volume of 0.39 cm(3)/g. A 50 mg portion of MOF-ethylene can absorb and release up to 654 μL/L of ethylene in a 4 L container. MOF-ethylene significantly accelerated the ripening-related color and firmness changes of treated bananas and avocados. This result suggests that MOF-ethylene technology could be used for postharvest application to stimulate ripening just before the point of consumption.
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Affiliation(s)
- Boce Zhang
- Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, ‡Food Quality Laboratory, Agricultural Research Service, and ∥Electron and Confocal Microscope Unit, Agricultural Research Service, United States Department of Agriculture , Beltsville, Maryland 20705, United States
- Department of Nutrition and Food Science, and ⊥Department of Chemistry and Biochemistry, University of Maryland , College Park, Maryland 20742, United States
| | - Yaguang Luo
- Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, ‡Food Quality Laboratory, Agricultural Research Service, and ∥Electron and Confocal Microscope Unit, Agricultural Research Service, United States Department of Agriculture , Beltsville, Maryland 20705, United States
- Department of Nutrition and Food Science, and ⊥Department of Chemistry and Biochemistry, University of Maryland , College Park, Maryland 20742, United States
| | - Kelsey Kanyuck
- Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, ‡Food Quality Laboratory, Agricultural Research Service, and ∥Electron and Confocal Microscope Unit, Agricultural Research Service, United States Department of Agriculture , Beltsville, Maryland 20705, United States
- Department of Nutrition and Food Science, and ⊥Department of Chemistry and Biochemistry, University of Maryland , College Park, Maryland 20742, United States
| | - Gary Bauchan
- Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, ‡Food Quality Laboratory, Agricultural Research Service, and ∥Electron and Confocal Microscope Unit, Agricultural Research Service, United States Department of Agriculture , Beltsville, Maryland 20705, United States
- Department of Nutrition and Food Science, and ⊥Department of Chemistry and Biochemistry, University of Maryland , College Park, Maryland 20742, United States
| | - Joseph Mowery
- Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, ‡Food Quality Laboratory, Agricultural Research Service, and ∥Electron and Confocal Microscope Unit, Agricultural Research Service, United States Department of Agriculture , Beltsville, Maryland 20705, United States
- Department of Nutrition and Food Science, and ⊥Department of Chemistry and Biochemistry, University of Maryland , College Park, Maryland 20742, United States
| | - Peter Zavalij
- Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, ‡Food Quality Laboratory, Agricultural Research Service, and ∥Electron and Confocal Microscope Unit, Agricultural Research Service, United States Department of Agriculture , Beltsville, Maryland 20705, United States
- Department of Nutrition and Food Science, and ⊥Department of Chemistry and Biochemistry, University of Maryland , College Park, Maryland 20742, United States
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Kim SH, Lim SR, Hong SJ, Cho BK, Lee H, Lee CG, Choi HK. Effect of Ethephon as an Ethylene-Releasing Compound on the Metabolic Profile of Chlorella vulgaris. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2016; 64:4807-4816. [PMID: 27213977 DOI: 10.1021/acs.jafc.6b00541] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
In this study, Chlorella vulgaris (C. vulgaris) was treated with ethephon at low (50 μM) and high (200 μM) concentrations in medium and harvested at 0, 7, and 14 days, respectively. The presence of ethephon led to significant metabolic changes in C. vulgaris, with significantly higher levels of α-tocopherol, γ-aminobutyric acid (GABA), asparagine, and proline, but lower levels of glycine, citrate, and galactose relative to control. Ethephon induced increases in saturated fatty acids but decreases in unsaturated fatty acids. The levels of highly saturated sulfoquinovosyldiacylglycerol species and palmitic acid bound phospholipids were increased on day 7 of ethephon treatment. Among the metabolites, the productivities of α-tocopherol (0.70 μg/L/day) and GABA (1.90 μg/L/day) were highest for 50 and 200 μM ethephon on day 7, respectively. We propose that ethephon treatment involves various metabolic processes in C. vulgaris and can be an efficient way to enrich the contents of α-tocopherol and GABA.
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Affiliation(s)
- So-Hyun Kim
- College of Pharmacy, Chung-Ang University , Seoul 156-756, Republic of Korea
| | - Sa Rang Lim
- College of Pharmacy, Chung-Ang University , Seoul 156-756, Republic of Korea
| | - Seong-Joo Hong
- Institute of Industrial Biotechnology, Department of Biological Engineering, Inha University , Incheon 402-751, Republic of Korea
| | - Byung-Kwan Cho
- Department of Biological Sciences, KAIST , Daejeon 305-701, Republic of Korea
| | - Hookeun Lee
- College of Pharmacy, Gachon University , Incheon 406-840, Republic of Korea
| | - Choul-Gyun Lee
- Institute of Industrial Biotechnology, Department of Biological Engineering, Inha University , Incheon 402-751, Republic of Korea
| | - Hyung-Kyoon Choi
- College of Pharmacy, Chung-Ang University , Seoul 156-756, Republic of Korea
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Ferrara G, Mazzeo A, Matarrese AMS, Pacucci C, Trani A, Fidelibus MW, Gambacorta G. Ethephon As a Potential Abscission Agent for Table Grapes: Effects on Pre-Harvest Abscission, Fruit Quality, and Residue. FRONTIERS IN PLANT SCIENCE 2016; 7:620. [PMID: 27303407 PMCID: PMC4885227 DOI: 10.3389/fpls.2016.00620] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Accepted: 04/22/2016] [Indexed: 05/14/2023]
Abstract
Some plant growth regulators, including ethephon, can stimulate abscission of mature grape berries. The stimulation of grape berry abscission reduces fruit detachment force (FDF) and promotes the development of a dry stem scar, both of which could facilitate the production of high quality stemless fresh-cut table grapes. The objective of this research was to determine how two potential abscission treatments, 1445 and 2890 mg/L ethephon, affected FDF, pre-harvest abscission, fruit quality, and ethephon residue of Thompson Seedless and Crimson Seedless grapes. Both ethephon treatments strongly induced abscission of Thompson Seedless berries causing >90% pre-harvest abscission. Lower ethephon rates, a shorter post-harvest interval, or berry retention systems such as nets, would be needed to prevent excessive pre-harvest losses. The treatments also slightly affected Thompson Seedless berry skin color, with treated fruit being darker, less uniform in color, and with a more yellow hue than non-treated fruit. Ethephon residues on Thompson Seedless grapes treated with the lower concentration of ethephon were below legal limits at harvest. Ethephon treatments also promoted abscission of Crimson Seedless berries, but pre-harvest abscission was much lower (≅49%) in Crimson Seedless compared to Thompson Seedless. Treated fruits were slightly darker than non-treated fruits, but ethephon did not affect SSC, acidity, or firmness of Crimson Seedless, and ethephon residues were below legal limits.
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Affiliation(s)
- Giuseppe Ferrara
- Dipartimento di Scienze del Suolo, della Pianta e degli Alimenti, University of Bari ‘Aldo Moro’Bari, Italy
| | - Andrea Mazzeo
- Dipartimento di Scienze del Suolo, della Pianta e degli Alimenti, University of Bari ‘Aldo Moro’Bari, Italy
| | - Angela M. S. Matarrese
- Dipartimento di Scienze del Suolo, della Pianta e degli Alimenti, University of Bari ‘Aldo Moro’Bari, Italy
| | - Carmela Pacucci
- Dipartimento di Scienze del Suolo, della Pianta e degli Alimenti, University of Bari ‘Aldo Moro’Bari, Italy
| | - Antonio Trani
- Dipartimento di Scienze del Suolo, della Pianta e degli Alimenti, University of Bari ‘Aldo Moro’Bari, Italy
| | - Matthew W. Fidelibus
- Department of Viticulture and Enology, University of California, DavisDavis, CA, USA
| | - Giuseppe Gambacorta
- Dipartimento di Scienze del Suolo, della Pianta e degli Alimenti, University of Bari ‘Aldo Moro’Bari, Italy
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Ghaste M, Mistrik R, Shulaev V. Applications of Fourier Transform Ion Cyclotron Resonance (FT-ICR) and Orbitrap Based High Resolution Mass Spectrometry in Metabolomics and Lipidomics. Int J Mol Sci 2016; 17:ijms17060816. [PMID: 27231903 PMCID: PMC4926350 DOI: 10.3390/ijms17060816] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 05/14/2016] [Accepted: 05/17/2016] [Indexed: 02/02/2023] Open
Abstract
Metabolomics, along with other "omics" approaches, is rapidly becoming one of the major approaches aimed at understanding the organization and dynamics of metabolic networks. Mass spectrometry is often a technique of choice for metabolomics studies due to its high sensitivity, reproducibility and wide dynamic range. High resolution mass spectrometry (HRMS) is a widely practiced technique in analytical and bioanalytical sciences. It offers exceptionally high resolution and the highest degree of structural confirmation. Many metabolomics studies have been conducted using HRMS over the past decade. In this review, we will explore the latest developments in Fourier transform mass spectrometry (FTMS) and Orbitrap based metabolomics technology, its advantages and drawbacks for using in metabolomics and lipidomics studies, and development of novel approaches for processing HRMS data.
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Affiliation(s)
- Manoj Ghaste
- Department of Biological Sciences, College of Arts and Sciences, University of North Texas, Denton, TX 76203, USA.
| | | | - Vladimir Shulaev
- Department of Biological Sciences, College of Arts and Sciences, University of North Texas, Denton, TX 76203, USA.
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Domingos S, Scafidi P, Cardoso V, Leitao AE, Di Lorenzo R, Oliveira CM, Goulao LF. Flower abscission in Vitis vinifera L. triggered by gibberellic acid and shade discloses differences in the underlying metabolic pathways. FRONTIERS IN PLANT SCIENCE 2015; 6:457. [PMID: 26157448 PMCID: PMC4476107 DOI: 10.3389/fpls.2015.00457] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2015] [Accepted: 06/08/2015] [Indexed: 05/11/2023]
Abstract
Understanding abscission is both a biological and an agronomic challenge. Flower abscission induced independently by shade and gibberellic acid (GAc) sprays was monitored in grapevine (Vitis vinifera L.) growing under a soilless greenhouse system during two seasonal growing conditions, in an early and late production cycle. Physiological and metabolic changes triggered by each of the two distinct stimuli were determined. Environmental conditions exerted a significant effect on fruit set as showed by the higher natural drop rate recorded in the late production cycle with respect to the early cycle. Shade and GAc treatments increased the percentage of flower drop compared to the control, and at a similar degree, during the late production cycle. The reduction of leaf gas exchanges under shade conditions was not observed in GAc treated vines. The metabolic profile assessed in samples collected during the late cycle differently affected primary and secondary metabolisms and showed that most of the treatment-resulting variations occurred in opposite trends in inflorescences unbalanced in either hormonal or energy deficit abscission-inducing signals. Particularly concerning carbohydrates metabolism, sucrose, glucose, tricarboxylic acid metabolites and intermediates of the raffinose family oligosaccharides pathway were lower in shaded and higher in GAc samples. Altered oxidative stress remediation mechanisms and indolacetic acid (IAA) concentration were identified as abscission signatures common to both stimuli. According to the global analysis performed, we report that grape flower abscission mechanisms triggered by GAc application and C-starvation are not based on the same metabolic pathways.
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Affiliation(s)
- Sara Domingos
- Linking Landscape, Environment, Agriculture and Food, Instituto Superior de Agronomia, Universidade de LisboaLisbon, Portugal
- Agri4Safe-BioTrop, Instituto de Investigação Científica Tropical I.P., LisbonPortugal
| | - Pietro Scafidi
- Dipartimento di Scienze Agrarie e Forestali, University of PalermoPalermo, Italy
| | - Vania Cardoso
- Agri4Safe-BioTrop, Instituto de Investigação Científica Tropical I.P., LisbonPortugal
| | - Antonio E. Leitao
- Agri4Safe-BioTrop, Instituto de Investigação Científica Tropical I.P., LisbonPortugal
| | - Rosario Di Lorenzo
- Dipartimento di Scienze Agrarie e Forestali, University of PalermoPalermo, Italy
| | - Cristina M. Oliveira
- Linking Landscape, Environment, Agriculture and Food, Instituto Superior de Agronomia, Universidade de LisboaLisbon, Portugal
| | - Luis F. Goulao
- Agri4Safe-BioTrop, Instituto de Investigação Científica Tropical I.P., LisbonPortugal
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Gallo V, Intini N, Mastrorilli P, Latronico M, Scapicchio P, Triggiani M, Bevilacqua V, Fanizzi P, Acquotti D, Airoldi C, Arnesano F, Assfalg M, Benevelli F, Bertelli D, Cagliani LR, Casadei L, Cesare Marincola F, Colafemmina G, Consonni R, Cosentino C, Davalli S, De Pascali SA, D'Aiuto V, Faccini A, Gobetto R, Lamanna R, Liguori F, Longobardi F, Mallamace D, Mazzei P, Menegazzo I, Milone S, Mucci A, Napoli C, Pertinhez T, Rizzuti A, Rocchigiani L, Schievano E, Sciubba F, Sobolev A, Tenori L, Valerio M. Performance Assessment in Fingerprinting and Multi Component Quantitative NMR Analyses. Anal Chem 2015; 87:6709-17. [PMID: 26020452 DOI: 10.1021/acs.analchem.5b00919] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
An interlaboratory comparison (ILC) was organized with the aim to set up quality control indicators suitable for multicomponent quantitative analysis by nuclear magnetic resonance (NMR) spectroscopy. A total of 36 NMR data sets (corresponding to 1260 NMR spectra) were produced by 30 participants using 34 NMR spectrometers. The calibration line method was chosen for the quantification of a five-component model mixture. Results show that quantitative NMR is a robust quantification tool and that 26 out of 36 data sets resulted in statistically equivalent calibration lines for all considered NMR signals. The performance of each laboratory was assessed by means of a new performance index (named Qp-score) which is related to the difference between the experimental and the consensus values of the slope of the calibration lines. Laboratories endowed with a Qp-score falling within the suitable acceptability range are qualified to produce NMR spectra that can be considered statistically equivalent in terms of relative intensities of the signals. In addition, the specific response of nuclei to the experimental excitation/relaxation conditions was addressed by means of the parameter named NR. NR is related to the difference between the theoretical and the consensus slopes of the calibration lines and is specific for each signal produced by a well-defined set of acquisition parameters.
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Affiliation(s)
- Vito Gallo
- 1Dipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica, Politecnico di Bari, Via Orabona 4 CAMPUS, I-70125, Bari, Italy.,2SAMER (Special Agency of the Chamber of Commerce of Bari), Via E. Mola 19, I-70121, Bari, Italy.,3Innovative Solutions S.r.l., Spin Off del Politecnico di Bari, Zona H 150/B, I-70015, Noci, Bari, Italy
| | - Nicola Intini
- 3Innovative Solutions S.r.l., Spin Off del Politecnico di Bari, Zona H 150/B, I-70015, Noci, Bari, Italy
| | - Piero Mastrorilli
- 1Dipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica, Politecnico di Bari, Via Orabona 4 CAMPUS, I-70125, Bari, Italy.,3Innovative Solutions S.r.l., Spin Off del Politecnico di Bari, Zona H 150/B, I-70015, Noci, Bari, Italy
| | - Mario Latronico
- 1Dipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica, Politecnico di Bari, Via Orabona 4 CAMPUS, I-70125, Bari, Italy.,3Innovative Solutions S.r.l., Spin Off del Politecnico di Bari, Zona H 150/B, I-70015, Noci, Bari, Italy
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- 1Dipartimento di Ingegneria Civile, Ambientale, del Territorio, Edile e di Chimica, Politecnico di Bari, Via Orabona 4 CAMPUS, I-70125, Bari, Italy
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