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Palombi L, Pati S, Lamacchia C, Montebello R, Savastano ML, Tufariello M. Impact of semolina-barley mixture on the volatolomic profile of dough and pasta: characterization by a multivariate chemometric approach. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024; 104:6221-6232. [PMID: 38456680 DOI: 10.1002/jsfa.13446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 01/19/2024] [Accepted: 03/08/2024] [Indexed: 03/09/2024]
Abstract
BACKGROUND Barley flour, known to be rich in various phytochemicals, has been demonstrated to improve the technological and nutritional properties of pasta; however, its volatile profile, on which its aromatic properties depend, also plays an important role in the acceptance of barley-enriched pasta. In the present work, volatile organic compounds (VOCs) of semolina doughs enriched with different percentages of barley and of the related pasta were characterized by solid phase micro-extraction (HS-SPME) coupled to gas-chromatography/mass spectrometry (GC-MS), and evaluated using a multivariate statistical approach, including principal component analysis (PCA), cluster heatmaps, Pearson's and Spearman's correlations, and partial least squares correlation (PLSC). RESULTS The effects of single raw materials, and their interactions, were studied to establish their importance in the volatile profile of the samples, and the correlation between the dough VOCs and the processed product VOCs was assessed. The presence of barley flour markedly affected the volatile profile in comparison with the dough obtained with only durum wheat. For alcohols, esters, terpenes, and some aldehydes there was a clear correlation with the percentage of barley. For some of the VOCs, on the other hand, a strong dependence on the ingredients interaction effect due to the mixing stage has been demonstrated. CONCLUSION The heatmaps allowed a good graphical visualization of the relationship between molecules and barley percentage, offering the possibility to select the best one according to the desired volatolomic footprint. Pasta with 40% of barley was demonstrated to give pasta with the most complex volatile profile. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Lorenzo Palombi
- CNR - Institute for Applied Physics "Nello Carrara" (IFAC), Firenze, Italy
| | - Sandra Pati
- Department of Agriculture, Food, Natural resources and Engineering (DAFNE), University of Foggia, Foggia, Italy
| | - Carmela Lamacchia
- Department of Agriculture, Food, Natural resources and Engineering (DAFNE), University of Foggia, Foggia, Italy
| | - Roberta Montebello
- Department of Agriculture, Food, Natural resources and Engineering (DAFNE), University of Foggia, Foggia, Italy
| | - Maria Luisa Savastano
- Department of Agriculture, Food, Natural resources and Engineering (DAFNE), University of Foggia, Foggia, Italy
| | - Maria Tufariello
- CNR - Institute of Sciences of Food Production (ISPA), Lecce, Italy
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Cervellieri S, Lippolis V, Mancini E, Pascale M, Logrieco AF, De Girolamo A. Mass spectrometry-based electronic nose to authenticate 100% Italian durum wheat pasta and characterization of volatile compounds. Food Chem 2022; 383:132548. [PMID: 35413754 DOI: 10.1016/j.foodchem.2022.132548] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 02/21/2022] [Accepted: 02/22/2022] [Indexed: 11/04/2022]
Abstract
Headspace solid-phase microextraction (HS-SPME) coupled with mass spectrometry-based electronic nose (MS-eNose), in combination with multivariate statistical analysis was used as untargeted method for the rapid authentication of 100% Italian durum wheat pasta. Among the tested classification models, i.e. PCA-LDA, PLS-DA and SVMc, SVMc provided the highest accuracy results in both calibration (90%) and validation (92%) processes. Potential markers discriminating pasta samples were identified by HS-SPME/GC-MS analysis. Specifically, the content of a pattern of 8 out of 59 volatile organic compounds (VOCs) was significantly different between samples of 100% Italian durum wheat pasta and pasta produced with durum wheat of different origins, most of which were related to different lipidic oxidation in the two classes of pasta. The proposed MS-eNose method is a rapid and reliable tool to be used for authenticating Italian pasta useful to promote its typicity and preserving consumers from fraudulent practices.
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Affiliation(s)
- Salvatore Cervellieri
- Institute of Sciences of Food Production (ISPA), National Research Council of Italy (CNR), Via G. Amendola 122/O, 70126 Bari, Italy
| | - Vincenzo Lippolis
- Institute of Sciences of Food Production (ISPA), National Research Council of Italy (CNR), Via G. Amendola 122/O, 70126 Bari, Italy.
| | - Erminia Mancini
- Institute of Sciences of Food Production (ISPA), National Research Council of Italy (CNR), Via G. Amendola 122/O, 70126 Bari, Italy
| | - Michelangelo Pascale
- Institute of Sciences of Food Production (ISPA), National Research Council of Italy (CNR), Via G. Amendola 122/O, 70126 Bari, Italy
| | - Antonio Francesco Logrieco
- Institute of Sciences of Food Production (ISPA), National Research Council of Italy (CNR), Via G. Amendola 122/O, 70126 Bari, Italy
| | - Annalisa De Girolamo
- Institute of Sciences of Food Production (ISPA), National Research Council of Italy (CNR), Via G. Amendola 122/O, 70126 Bari, Italy
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Furosine as marker of quality in dried durum wheat pasta: Impact of heat treatment on food quality and security – A review. Food Control 2021. [DOI: 10.1016/j.foodcont.2021.108036] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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4
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Giannetti V, Boccacci Mariani M, Marini F, Biancolillo A. Effects of thermal treatments on durum wheat pasta flavour during production process: A modelling approach to provide added-value to pasta dried at low temperatures. Talanta 2021; 225:121955. [PMID: 33592710 DOI: 10.1016/j.talanta.2020.121955] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 11/23/2020] [Accepted: 11/30/2020] [Indexed: 10/22/2022]
Abstract
Pasta is a key element of the Mediterranean Diet and it has been declared by Unesco intangible cultural heritage of humanity. Despite seems a simple food, only made of semolina and water, pasta is produced following a multi-step process that strongly affect the final product. Drying stage is the one that has the greater influence on its organoleptic/nutritional characteristics. This study aimed to analyse the flavour of pasta to test whether the different drying treatments (High Temperature-Short time or Low Temperature-Long time) have a direct impact on its composition and consequently whether they could influence the end-product quality. The headspace solid-phase microextraction was optimized using an experimental design and 52 samples were analysed by HS-SPME/GC-MS and classified by PLS-DA. The resulting classification model (validated by repeated double cross-validation and permutation tests) allowed correctly predicting more than 80% of samples, confirming that drying may have a significant impact on pasta flavour.
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Affiliation(s)
- Vanessa Giannetti
- Department of Management, Sapienza University of Rome, Via Del Castro Laurenziano 9, 00161, Rome, Italy.
| | - Maurizio Boccacci Mariani
- Department of Management, Sapienza University of Rome, Via Del Castro Laurenziano 9, 00161, Rome, Italy
| | - Federico Marini
- Department of Chemistry, Sapienza University of Rome, P.le Aldo Moro 5, 00185, Rome, Italy
| | - Alessandra Biancolillo
- Department of Physical and Chemical Sciences, University of L'Aquila, Via Vetoio, 67100, Coppito, L'Aquila, Italy
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Narisawa T, Nakajima H, Umino M, Kiribuchi-Otobe C, Yamada M, Asakura T. Flavor Formation of Noodles using Wheat Cultivars from Saitama and Application for the Development of High Value-added Products. J JPN SOC FOOD SCI 2020. [DOI: 10.3136/nskkk.67.315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
| | - Hideo Nakajima
- Saitama Industrial Technology Center Northern Laboratory
| | - Marie Umino
- Saitama Industrial Technology Center Northern Laboratory
| | | | - Masaharu Yamada
- Department of Applied Chemistry, School of Advanced Engineering, Kogakuin University
| | - Tomiko Asakura
- Department of Applied Biological Chemistry, Graduate School of Agricultural and Life science, The University of Tokyo
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Firmani P, La Piscopia G, Bucci R, Marini F, Biancolillo A. Authentication of P.G.I. Gragnano pasta by near infrared (NIR) spectroscopy and chemometrics. Microchem J 2020. [DOI: 10.1016/j.microc.2019.104339] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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7
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Flavour fingerprint for the differentiation of Grappa from other Italian distillates by GC-MS and chemometrics. Food Control 2019. [DOI: 10.1016/j.foodcont.2019.05.028] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Narisawa T, Nakajima H, Umino M, Kojima T, Yamashita H, Kiribuchi-Otobe C, Yamada M, Asakura T. Cultivar differences in lipoxygenase activity affect volatile compound formation in dough from wheat mill stream flour. J Cereal Sci 2019. [DOI: 10.1016/j.jcs.2019.04.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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9
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Zhang Z, Zeng X, Brennan CS, Ma H, Aadil RM. Preparation and characterisation of novelty food preservatives by Maillard reaction between ε‐polylysine and reducing sugars. Int J Food Sci Technol 2019. [DOI: 10.1111/ijfs.14083] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- Zhi‐Hong Zhang
- School of Food and Biological Engineering Jiangsu University 301 Xuefu Road Zhenjiang 212013 China
| | - Xin‐An Zeng
- School of Food Science and Engineering South China University of Technology Guangzhou 510641 China
| | - Charles S. Brennan
- Centre for Food Research and Innovation Department of Wine, Food and Molecular Biosciences Lincoln University Lincoln 85084 New Zealand
| | - Haile Ma
- School of Food and Biological Engineering Jiangsu University 301 Xuefu Road Zhenjiang 212013 China
| | - Rana Muhammad Aadil
- National Institute of Food Science and Technology University of Agriculture Faisalabad 38000 Pakistan
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Determination of flavor constituents in particular types of flour and derived pasta by heart-cutting multidimensional gas chromatography coupled with mass spectrometry and multiple headspace solid-phase microextraction. Lebensm Wiss Technol 2017. [DOI: 10.1016/j.lwt.2017.07.047] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Mattiolo E, Licciardello F, Lombardo GM, Muratore G, Anastasi U. Volatile profiling of durum wheat kernels by HS–SPME/GC–MS. Eur Food Res Technol 2016. [DOI: 10.1007/s00217-016-2731-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Chen G, Sui Y, Chen S. Detection of flavor compounds in longissimus muscle from four hybrid pig breeds of Sus scrofa, Bamei pig, and Large White. Biosci Biotechnol Biochem 2014; 78:1910-6. [DOI: 10.1080/09168451.2014.936348] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Abstract
To detect the flavor quality and flavor compounds in raw longissimus muscle from four typical pig breeds: Sus scrofa × Bamei pig named F1 (group A), F1 × F1 (group B), F1 × Bamei pig (group C), and F1 × Large White (group D). The chemical compositions of longissimus muscles from four breeds were examined using headspace solid-phase microextraction/gas chromatography mass spectrometry method. Distinct differences for the same flavor compounds of longissimus muscles between different breeds were analyzed. Totally 64 flavor compounds shared in four groups, and 10 flavor compounds with significant difference among four groups (p < 0.05), including allyl butyrate, (Z)-2-penten-1-ol, 2,2-dimethyl-3-methyl oxirane, 2-pentylfuran, dodecane, 2,4-decadienal, vinylsilane, 3-methyl-1-butanol, (1-methyldecyl)-benzene, and dipropyl phthalate. Totally, 23–41 flavor compounds did not commonly exist in four groups, such as only as dibutyl isophthalate in group A; 6,10-dimethyl-5-9-undecadien-2 one, bis (2-trimethylsilyl) ethyl ester-malonic acid, heptadecane, 2,4,6-trimethyl pyridine, and diisooctyl adipate in group C alone; and 1,3-dimethylcyclopentanol, 2-octanone, and trimethylsilane in group D alone. While, no specific flavor compounds were identified in group B. All these flavor compounds covered 12 types of hydrocarbons, alcohols, aldehydes, hydroxybenzenes, acids, ketones, esters, sulfides, furans, alkenes, and pyrrole. Besides, we analyzed 14 flavor compounds with different flavors combining with previous studies. The flavor compounds in longissimus muscles might be closely related to the breeds, and the hybrid of S. scrofa × Bamei pig had the most flavor compounds in raw longissimus muscle.
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Affiliation(s)
- Guoshun Chen
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Yanan Sui
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Sheng Chen
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
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Furosine and flavour compounds in durum wheat pasta produced under different manufacturing conditions: Multivariate chemometric characterization. Lebensm Wiss Technol 2014. [DOI: 10.1016/j.lwt.2013.10.045] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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