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Suzuki JY, Herkenhoff ME, Brödel O, Cucick ACC, Frohme M, Saad SMI. Exploring the potential of red pitaya pulp (Hylocererus sp.) as a plant-based matrix for probiotic delivery and effects on betacyanin content and flavoromics. Food Res Int 2024; 192:114820. [PMID: 39147472 DOI: 10.1016/j.foodres.2024.114820] [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: 04/30/2024] [Revised: 07/11/2024] [Accepted: 07/21/2024] [Indexed: 08/17/2024]
Abstract
This study evaluated the potential of red pitaya pulp fermented with Lacticaseibacillus paracasei subsp. paracasei F-19 (F-19) as a base for probiotic products. Physicochemical parameters, sugar, betacyanin, and phenolic contents, and antioxidant activity were analyzed over 28 days at 4 °C and compared to a non-fermented pulp, and to a pulp fermented with Bifidobacterium animalis subsp. lactis BB-12 (BB-12). Volatile compounds were identified using HS-SPME/GC-MS. Probiotic viability during storage and survival through in vitro-simulated gastrointestinal tract (GIT) stress were assessed. Red pitaya pulp, rich in moisture (85.83 g/100 g), carbohydrates (11.65 g/100 g), and fibers (2.49 g/100 g), supported fermentation by both strains. F-19 and BB-12 lowered pH, with F-19 showing stronger acidification, and maintained high viability (8.85-8.90 log CFU/mL). Fermentation altered sugar profiles and produced unique volatile compounds, enhancing aroma and sensory attributes. F-19 generated 2-phenylethanol, a unique flavor compound, absent in BB-12. Phenolic content initially increased but antioxidant activity decreased during storage. Betacyanin remained stable for up to 14 days. Red pitaya improved F-19 viability through the simulated GIT, while BB-12 populations significantly decreased (p < 0.05). These results suggest red pitaya pulp is a promising plant-based matrix for F-19, offering protection during digestion and highlighting its potential as a functional food with enhanced bioactive compound bioavailability and sensory attributes.
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Affiliation(s)
- Juliana Yumi Suzuki
- Department of Biochemical and Pharmaceutical Technology, School of Pharmaceutical Sciences, University of São Paulo (USP), Brazil; Food Research Center, University of São Paulo (USP), Brazil.
| | - Marcos Edgar Herkenhoff
- Department of Biochemical and Pharmaceutical Technology, School of Pharmaceutical Sciences, University of São Paulo (USP), Brazil; Food Research Center, University of São Paulo (USP), Brazil.
| | | | - Ana Clara Candelaria Cucick
- Department of Biochemical and Pharmaceutical Technology, School of Pharmaceutical Sciences, University of São Paulo (USP), Brazil; Food Research Center, University of São Paulo (USP), Brazil.
| | | | - Susana Marta Isay Saad
- Department of Biochemical and Pharmaceutical Technology, School of Pharmaceutical Sciences, University of São Paulo (USP), Brazil; Food Research Center, University of São Paulo (USP), Brazil.
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2
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Han H, Zhang Z, Yang Z, Blank I, Zhong F, Wang B, Wang Y, Zeng H. A comparative study to determine the key aroma components of yogurt aroma types based on Sensomics and Flavoromics. Food Chem 2024; 460:140618. [PMID: 39089036 DOI: 10.1016/j.foodchem.2024.140618] [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: 05/03/2024] [Revised: 06/30/2024] [Accepted: 07/22/2024] [Indexed: 08/03/2024]
Abstract
This study used Sensomics to examine four previously obtained yogurt aroma type profiles. 14 key aroma-active compounds were identified as significant contributors (p ≤ 0.05) in the four aroma types using gas chromatography-mass spectrometry-olfactometry (GC-MS/O), aroma extract dilution analysis (AEDA), odor activity values (OAV), and aroma recombination and omission experiments. The Sensomics and previous Flavoromics results were compared, showing that Flavoromics identified 10 indicator compounds for distinguishing aroma types. Eight were the same as the key aroma-active compounds identified via Sensomics, namely acetic acid, pentanoic acid, decanoic acid, 3-hydroxy-2-butanone, 2,3-pentanedione, acetaldehyde, δ-decalactone, and dimethyl sulfone. Sensomics revealed a prominent similarity between the categories of key aroma-active compounds of the four aroma types, with a higher sensory contribution. Flavoromics showed less overlapping between the indicator compounds, mainly related to the distinction between the four aroma types. Sensomics and Flavoromics serve distinct research objectives and should be selected according to the study subject.
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Affiliation(s)
- Haoying Han
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100048, China
| | - Zheting Zhang
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100048, China
| | - Zhijie Yang
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100048, China
| | - Imre Blank
- Zhejiang Yiming Food Co. LTD, Yiming Industrial Park, Wenzhou 325400, China
| | - Fang Zhong
- Science Center for Future Food, Jiangnan University, Wuxi 214122, China
| | - Bei Wang
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100048, China.
| | - Yanbo Wang
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100048, China
| | - Hong Zeng
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100048, China
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3
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Iijima Y, Miwa A, Shimada K, Horita S, Kamiko Y, Ito Y, Sasamoto K, Nakahara T, Koizumi T, Ochiai N. Superior high-efficiency and high-throughput volatile flavor extraction of Japanese fermented seasonings by solvent-assisted stir bar solid extraction with reverse extraction. J Biosci Bioeng 2024; 137:372-380. [PMID: 38368121 DOI: 10.1016/j.jbiosc.2024.01.013] [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: 10/26/2023] [Revised: 01/07/2024] [Accepted: 01/18/2024] [Indexed: 02/19/2024]
Abstract
Fermented seasonings have pleasant flavors that stimulate our appetite. Their flavoring properties change depending on factors such as their materials and fermented conditions. Therefore, a comparative analysis of their flavor is important when evaluating their quality. However, seasonings contain high levels of various matrices such as sugars, proteins, lipids, and ethanol, making it difficult to extract aroma compounds efficiently from them. In this study, we verified a high-efficient and high-throughput volatile flavor analysis of fermented seasonings by solvent-assisted stir bar solid extraction (SA-SBSE) with reverse extraction. We applied SA-SBSE to Japanese fermented seasonings, soy sauce, miso (fermented beans), and mirin (sweet rice wine) and compared their profiles with those from other common extraction methods, headspace gas-solid-phase microextraction (HS-SPME), liquid extraction with solvent-assisted flavor evaporation (LE-SAFE), and conventional SBSE (C-SBSE). The aroma properties and profiles of extracts from SA-SBSE were close to those of the original sample, being similar to that of LE-SAFE. In addition, potent aroma compounds in each sample were extracted by SA-SBSE and LE-SAFE, which were far superior to those by C-SBSE. For quantification, SA-SBSE extracts showed a good standard curve by the standard addition method. We could quantify maltol, one of the most common potent aroma compounds in all samples, for various commercial samples by such high-throughput analysis.
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Affiliation(s)
- Yoko Iijima
- Department of Applied Chemistry, Kogakuin University, 2665-1 Nakano-machi, Hachioji, Tokyo 192-0015, Japan; Department of Nutrition and Life Science, Kanagawa Institute of Technology, 1030 Shimo-ogino, Atsugi, Kanagawa 243-0292, Japan.
| | - Azusa Miwa
- Department of Nutrition and Life Science, Kanagawa Institute of Technology, 1030 Shimo-ogino, Atsugi, Kanagawa 243-0292, Japan
| | - Kaito Shimada
- Department of Applied Chemistry, Kogakuin University, 2665-1 Nakano-machi, Hachioji, Tokyo 192-0015, Japan
| | - Shunsuke Horita
- Department of Applied Chemistry, Kogakuin University, 2665-1 Nakano-machi, Hachioji, Tokyo 192-0015, Japan
| | - Yuho Kamiko
- Department of Applied Chemistry, Kogakuin University, 2665-1 Nakano-machi, Hachioji, Tokyo 192-0015, Japan
| | - Yusuke Ito
- Research and Development Division, Kikkoman Corporation, 338 Noda, Noda, Chiba 278-0037, Japan
| | - Kikuo Sasamoto
- GERSTEL K.K. 1-3-1 Nakane, Meguro-ku, Tokyo 152-0031, Japan
| | - Takeharu Nakahara
- Research and Development Division, Kikkoman Corporation, 338 Noda, Noda, Chiba 278-0037, Japan
| | - Taichi Koizumi
- Research and Development Division, Kikkoman Corporation, 338 Noda, Noda, Chiba 278-0037, Japan
| | - Nobuo Ochiai
- GERSTEL K.K. 1-3-1 Nakane, Meguro-ku, Tokyo 152-0031, Japan
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4
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Chu X, Zhu W, Li X, Su E, Wang J. Bitter flavors and bitter compounds in foods: identification, perception, and reduction techniques. Food Res Int 2024; 183:114234. [PMID: 38760147 DOI: 10.1016/j.foodres.2024.114234] [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: 09/25/2023] [Revised: 03/09/2024] [Accepted: 03/12/2024] [Indexed: 05/19/2024]
Abstract
Bitterness is one of the five basic tastes generally considered undesirable. The widespread presence of bitter compounds can negatively affect the palatability of foods. The classification and sensory evaluation of bitter compounds have been the focus in recent research. However, the rigorous identification of bitter tastes and further studies to effectively mask or remove them have not been thoroughly evaluated. The present paper focuses on identification of bitter compounds in foods, structural-based activation of bitter receptors, and strategies to reduce bitter compounds in foods. It also discusses the roles of metabolomics and virtual screening analysis in bitter taste. The identification of bitter compounds has seen greater success through metabolomics with multivariate statistical analysis compared to conventional chromatography, HPLC, LC-MS, and NMR techniques. However, to avoid false positives, sensory recognition should be combined. Bitter perception involves the structural activation of bitter taste receptors (TAS2Rs). Only 25 human TAS2Rs have been identified as responsible for recognizing numerous bitter compounds, showcasing their high structural diversity to bitter agonists. Thus, reducing bitterness can be achieved through several methods. Traditionally, the removal or degradation of bitter substances has been used for debittering, while the masking of bitterness presents a new effective approach to improving food flavor. Future research in food bitterness should focus on identifying unknown bitter compounds in food, elucidating the mechanisms of activation of different receptors, and developing debittering techniques based on the entire food matrix.
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Affiliation(s)
- Xinyu Chu
- Department of Food Science and Technology, College of Light Industry and Food Engineering, Nanjing Forestry University, Nanjing 210037, China
| | - Wangsheng Zhu
- Engineering Technology Research Center for Plant Cell of Anhui Province, West Anhui University, Anhui 237012, China
| | - Xue Li
- Department of Food Science and Technology, College of Light Industry and Food Engineering, Nanjing Forestry University, Nanjing 210037, China
| | - Erzheng Su
- Department of Food Science and Technology, College of Light Industry and Food Engineering, Nanjing Forestry University, Nanjing 210037, China; Co-innovation Center for the Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing 210037, China; Co-Innovation Center of Efficient Procession of Forest Resources, Nanjing Forestry University, Nanjing 210037, China
| | - Jiahong Wang
- Department of Food Science and Technology, College of Light Industry and Food Engineering, Nanjing Forestry University, Nanjing 210037, China; Co-innovation Center for the Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing 210037, China; Co-Innovation Center of Efficient Procession of Forest Resources, Nanjing Forestry University, Nanjing 210037, China.
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5
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Fu M, Tello E, Hatzakis E, Peterson DG. Identification of Compounds That Impact Consumer Flavor Liking of American-European Hazelnut Hybrids Using Nontargeted LC/MS Analysis. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:8092-8102. [PMID: 38536005 DOI: 10.1021/acs.jafc.4c00304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/11/2024]
Abstract
American-European (Corylus americana × Corylus avellana) hazelnut hybrids are being developed for the Midwest-growing region of the United States. However, an inadequate understanding of the compounds that impact the consumer acceptance of hazelnuts limits breeding programs. Nontargeted liquid chromatography/mass spectrometry (LC/MS) chemical profiles of 12 roasted hybrid hazelnut samples and the corresponding consumer flavor liking scores were modeled by orthogonal partial least squares with good fit and predictive ability (R2Y > 0.9, Q2 > 0.9) to identify compounds that impact nut liking. The five most predictive compounds (1-5) were negatively correlated to flavor liking, selected as putative markers, purified by multidimensional preparative LC/MS, structurally elucidated (nuclear magnetic resonance, MS), quantified, and validated for sensory relevance. Compound 1 was identified as 1″-O-3'-b-glucofuranosyl-1'-O-1-b-glucofuranosyl-(2,6-dihydroxyphenyl)-ethan-4-one. Compounds 2 and 4 were identified as rotamers of 2-(3-hydroxy-2-oxoindolin-3-yl) acetic acid 3-O-6'-galactopyranosyl-2″-(2″oxoindolin-3″yl) acetate, whereas compounds 3 and 5 were identified as rotamers of 1″-O-1'-b-glucofuranosyl-9-O-6'-b-glucopyranosyl-2″-(2″-oxoindolin-3″yl) acetate. Sensory evaluation determined that all compounds were characterized by bitterness and/or astringency. The sensory threshold values of compounds 1-5 were determined to be below the concentrations reported in 91, 83, 41, 25, and 41% of all 12 hybrid hazelnut samples, respectively, indicating they contributed to aversive flavor attributes.
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Affiliation(s)
- Mengying Fu
- Department of Food Science and Technology, 110 Parker Building, The Ohio State University, 2015 Fyffe Road, Columbus, Ohio 43210, United States
| | - Edisson Tello
- Department of Food Science and Technology, 110 Parker Building, The Ohio State University, 2015 Fyffe Road, Columbus, Ohio 43210, United States
| | - Emmanuel Hatzakis
- Department of Food Science and Technology, 110 Parker Building, The Ohio State University, 2015 Fyffe Road, Columbus, Ohio 43210, United States
| | - Devin G Peterson
- Department of Food Science and Technology, 110 Parker Building, The Ohio State University, 2015 Fyffe Road, Columbus, Ohio 43210, United States
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Dong W, Dai X, Jia Y, Ye S, Shen C, Liu M, Lin F, Sun X, Xiong Y, Deng B. Association between Baijiu chemistry and taste change: Constituents, sensory properties, and analytical approaches. Food Chem 2024; 437:137826. [PMID: 37897822 DOI: 10.1016/j.foodchem.2023.137826] [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: 06/20/2023] [Revised: 10/18/2023] [Accepted: 10/19/2023] [Indexed: 10/30/2023]
Abstract
Typical flavors, such as sourness, sweetness, and bitterness, possess numerous functions and physiological significance, and are closely related to Baijiu production management, quality control, and product development. However, current research on Baijiu flavor primarily focuses on the volatile constituents and distinctive aroma compounds. Furthermore, studies on taste substance recognition, identification, and formation are remain in the preliminary phase. Herein, we take an integrated account of the signal transduction, recognition, composition, and sensory properties of the three main basic tastes of Baijiu, including sourness, sweetness, and bitterness. Moreover, to elucidate the factors that might influence the taste perception of Baijiu, we also discussed the biotic and abiotic factors within the fermentation system. Finally, further elucidating the contribution underlying the three main tastes in Baijiu using a combination of the "Sensomics" and "Flavoromics", will allow for Baijiu taste characteristics to be manipulated.
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Affiliation(s)
- Wei Dong
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Xinran Dai
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Yintao Jia
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Siting Ye
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Caihong Shen
- Luzhou Laojiao Co. Ltd., Luzhou, Sichuan 646000, China
| | - Miao Liu
- Luzhou Laojiao Co. Ltd., Luzhou, Sichuan 646000, China
| | - Feng Lin
- Luzhou Laojiao Co. Ltd., Luzhou, Sichuan 646000, China
| | - Xiaotao Sun
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China.
| | - Yanfei Xiong
- Luzhou Laojiao Co. Ltd., Luzhou, Sichuan 646000, China
| | - Bo Deng
- Luzhou Laojiao Co. Ltd., Luzhou, Sichuan 646000, China
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7
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Vrzal T, Slabý M, Kubizniaková P, Horák T, Olšovská J. Sensomic comparison of lager beers fermented by selected Saccharomyces pastorianus yeast strains. Food Microbiol 2023; 115:104321. [PMID: 37567631 DOI: 10.1016/j.fm.2023.104321] [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: 01/02/2023] [Revised: 04/20/2023] [Accepted: 06/10/2023] [Indexed: 08/13/2023]
Abstract
Selection of the appropriate yeast strain is one of the most crucial steps in a brewery. Traditionally, yeast strain's abilities during beer fermentation are described according to brewer's experiences. Hence, these descriptions could be inaccurate and strictly based on sensory experiences. In this study, lager beers fermented by four traditional bottom-fermented yeast strains were characterized in detail by sensomic approach. The obtained results revealed that yeast strains can influence most of the sensory-related components in beer, not only esters and higher alcohols, but also carbonyls, amino acids, saccharides, fatty acids, heterocyclic compounds, hop oils, and other hop-related components. By comparison of chemical and sensory characteristics of each studied beer, the theoretical importance of sensory interactions on beer flavor perception was also revealed as the general conception that the beers with similar flavors have also similar chemical profiles (and vice versa) was seemed as not valid.
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Affiliation(s)
- Tomáš Vrzal
- Research Institute of Brewing and Malting, Lípová 511/15, 120 00, Prague, Czech Republic.
| | - Martin Slabý
- Research Institute of Brewing and Malting, Lípová 511/15, 120 00, Prague, Czech Republic
| | - Petra Kubizniaková
- Research Institute of Brewing and Malting, Lípová 511/15, 120 00, Prague, Czech Republic
| | - Tomáš Horák
- Research Institute of Brewing and Malting, Lípová 511/15, 120 00, Prague, Czech Republic
| | - Jana Olšovská
- Research Institute of Brewing and Malting, Lípová 511/15, 120 00, Prague, Czech Republic
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8
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Yue N, Wang H, Li C, Zhang C, Li S, Wang J, Jin F. The Effect of Imidacloprid on the Volatile Organic Compound Profile of Strawberries: New Insights from Flavoromics. Foods 2023; 12:2914. [PMID: 37569183 PMCID: PMC10418971 DOI: 10.3390/foods12152914] [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: 06/27/2023] [Revised: 07/26/2023] [Accepted: 07/28/2023] [Indexed: 08/13/2023] Open
Abstract
Organic agriculture is of great socioeconomic significance because it can promote the nutritional quality of horticultural crops and is environmentally friendly. However, owing to the lack of techniques for studying complex aroma-related chemical profiles, limited information is available on the influence of organic practices on the flavor quality of strawberries, one of the primary factors driving consumer preferences. Here, two-dimensional gas chromatography combined with time-of-flight mass spectrometry (GC×GC-TOF-MS) and flavoromics analysis was employed to investigate the profiles and differences in the volatile organic compounds (VOCs) of strawberries under organic (without imidacloprid) and conventional (with imidacloprid) agricultural practices. A total of 1164 VOCs, representing 23 chemical classes (e.g., aldehydes, terpenes, and furanone compounds), were detected, which is the highest number of VOCs that have ever been detected in strawberries. The sensory evaluation results indicated that there was a notable influence of imidacloprid (IMI) on the aroma of the strawberries. Principal component analysis and partial least squares discriminant analysis results suggested that the composition of volatile compounds significantly differed in the present study between the IMI-treated and non-IMI-treated groups. Furthermore, the flavor-related indicators of 25 key contributors to the differences between the two treatment groups suggested that VOC profiles can be considered an indicator for distinguishing between strawberries from different agricultural practices. Flavoromics can provide new insights into the quality of strawberries from different agricultural practices.
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Affiliation(s)
- Ning Yue
- Key Laboratory of Agro-Product Quality and Safety, Institute of Quality Standards & Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Hongping Wang
- Key Laboratory of Agro-Product Quality and Safety, Institute of Quality Standards & Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Chunmei Li
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Chen Zhang
- Key Laboratory of Agro-Product Quality and Safety, Institute of Quality Standards & Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Simeng Li
- Key Laboratory of Agro-Product Quality and Safety, Institute of Quality Standards & Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Jing Wang
- Key Laboratory of Agro-Product Quality and Safety, Institute of Quality Standards & Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Fen Jin
- Key Laboratory of Agro-Product Quality and Safety, Institute of Quality Standards & Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, China
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9
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Gao C, Tello E, Peterson DG. Identification of compounds that enhance bitterness of coffee brew. Food Chem 2023; 415:135674. [PMID: 36868066 DOI: 10.1016/j.foodchem.2023.135674] [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: 09/20/2022] [Revised: 02/08/2023] [Accepted: 02/09/2023] [Indexed: 02/17/2023]
Abstract
The bitterness perception of coffee is a key attribute that impacts consumer acceptance. Nontargeted liquid chromatography/mass spectrometry (LC/MS) flavoromics analysis was applied to identify compounds that enhance the bitter perception of roasted coffee brew. Orthogonal partial least squares (OPLS) analysis was used to model the comprehensive chemical profiles and sensory bitter intensity ratings of fourteen coffee brews with good fit and predictivity. Five compounds that were highly predictive and positively correlated to bitter intensity were selected from the OPLS model, further isolated, and purified using preparative LC fractionation. Sensory recombination testing demonstrated that five compounds significantly enhanced the bitter perception of coffee when presented as a mixture, but not when presented individually. In addition, a set of roasting experiments revealed the five compounds were generated during the coffee roasting process.
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Affiliation(s)
- Chengyu Gao
- Department of Food Science and Technology, 317 Parker Food Science & Technology Building, The Ohio State University, 2015 Fyffe Rd., Columbus, OH 43210, United States
| | - Edisson Tello
- Department of Food Science and Technology, 317 Parker Food Science & Technology Building, The Ohio State University, 2015 Fyffe Rd., Columbus, OH 43210, United States
| | - Devin G Peterson
- Department of Food Science and Technology, 317 Parker Food Science & Technology Building, The Ohio State University, 2015 Fyffe Rd., Columbus, OH 43210, United States.
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10
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Liu X, Gmitter FG, Grosser JW, Wang Y. Effects of rootstocks on the flavor quality of huanglongbing-affected sweet orange juices using targeted flavoromics strategy. RSC Adv 2023; 13:5590-5599. [PMID: 36819231 PMCID: PMC9929620 DOI: 10.1039/d2ra08182b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 02/08/2023] [Indexed: 02/17/2023] Open
Abstract
Citrus greening disease or Huanglongbing (HLB) is one of the most destructive diseases affecting all varieties of citrus worldwide. Aimed at optimizing the scion/rootstock combination to improve HLB-affected orange juice quality, a flavoromics strategy was used to investigate the effects of six different rootstocks (CH, blue, 1804, FG, SW, and Volk) on flavor quality of HLB affected orange juices. A sensory quality test was conducted by a panel to evaluate the sensory attributes of different orange juices. The orange juice from rootstock CH had the best flavor quality with highest sweetness, low sourness and bitterness, while rootstocks Volk and FG produced the poorest quality orange juices. Chemical profile analysis resulted in semi-quantification of 89 metabolites including 57 nonvolatile compounds and 32 volatile compounds using UHPLC-MS and GC-MS, respectively. Canonical correlation analysis indicated that some specific sugar and sugar alcohols including raffinose, xylose, rhamnose, glucose, sorbitol, and myo-inositol made a strong positive contribution to sweetness. Meanwhile, several amino acids including alanine, glutamic acid, proline, arginine, serine, asparagine, as well as aspartic acid were responsible for positive flavor quality. On the other hand, some nucleotides and limonin increased bitterness. In addition, KEGG pathway enrichment analysis demonstrated different rootstocks could affect aminoacyl-tRNA biosynthesis, ABC transporters, and monoterpenoid biosynthesis. These results indicated different rootstocks can change specific metabolites and thus affect the flavor quality of orange juices. This study also provides reference for optimizing the scion/rootstock combination to improve HLB-affected orange juice quality.
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Affiliation(s)
- Xin Liu
- Citrus Research and Education Center, University of Florida Lake Alfred Florida 33850 USA .,Department of Food Science and Human Nutrition, University of Florida Gainesville Florida 32611 USA
| | - Frederick G. Gmitter
- Citrus Research and Education Center, University of FloridaLake AlfredFlorida 33850USA
| | - Jude W. Grosser
- Citrus Research and Education Center, University of FloridaLake AlfredFlorida 33850USA
| | - Yu Wang
- Citrus Research and Education Center, University of Florida Lake Alfred Florida 33850 USA .,Department of Food Science and Human Nutrition, University of Florida Gainesville Florida 32611 USA
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11
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Dambros JI, Storch TT, Pegoraro C, Crizel GR, Gonçalves BX, Quecini V, Fialho FB, Rombaldi CV, Girardi CL. Physicochemical properties and transcriptional changes underlying the quality of 'Gala' apples (Malus × domestica Borkh.) under atmosphere manipulation in long-term storage. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2023; 103:576-589. [PMID: 36063445 DOI: 10.1002/jsfa.12169] [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: 04/16/2022] [Revised: 07/15/2022] [Accepted: 08/10/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND The year-round availability of apples (Malus × domestica Borkh.) depends on post-harvest technologies, which are essential for the retention of fruit sensory and chemical properties by delaying senescence. The effectiveness of strategies for preserving the quality of apples depends on complex interactions between the storage environment and endogenous biological factors. In the current work, we integrated instrumental, sensory, and transcriptional data to determine the role of conservation technologies cold storage, controlled atmosphere, and 1-methylcyclopropene-mediated ethylene blockage on the long-term conservation of apples. RESULTS The results demonstrated that inhibition of the consumer's perception of the apples' ethylene content is essential for long-term cold storage, and such quality conservation can be achieved by reducing oxygen pressure. Overall appreciation of apples after storage was determined mainly by their texture, with crispness and juiciness contributing favorably, and mealiness contributing negatively. Reduced oxygen pressure and inhibition of ethylene perception exerted distinct effects on the transcription of candidate genes associated with ripening in apple. Hexose and cell-wall carbohydrate metabolism genes exhibit distinct expression patterns under storage. CONCLUSION Inhibition of ethylene perception and reduction of relative oxygen pressure under cold storage both promote similar conservation of apple sensory traits under long-term cold storage. Texture was the main contributor to global appreciation of apples subjected to long-term storage. The conditions that were investigated were able to delay, but not fully prevent, senescence, as evidenced by physicochemical and gene expression analyses. The expression of gene-encoding enzymes involved in hexose metabolism was mainly developmentally regulated, whereas storage conditions exerted a stronger effect on the expression of genes associated with cell-wall metabolism. © 2022 Society of Chemical Industry.
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Affiliation(s)
- Juliele Ilone Dambros
- Embrapa Uva e Vinho, Bento Gonçalves, Brazil
- Departamento de Ciência e Tecnologia Agroindustrial, Faculdade de Agronomia Eliseu Maciel, Universidade Federal de Pelotas, Pelotas, Brazil
| | | | - Camila Pegoraro
- Plant Genomics and Breeding Center, Faculdade de Agronomia Eliseu Maciel, Universidade Federal de Pelotas, Pelotas, Brazil
| | - Giseli Rodrigues Crizel
- Embrapa Uva e Vinho, Bento Gonçalves, Brazil
- Departamento de Ciência e Tecnologia Agroindustrial, Faculdade de Agronomia Eliseu Maciel, Universidade Federal de Pelotas, Pelotas, Brazil
| | - Breno Xavier Gonçalves
- Embrapa Uva e Vinho, Bento Gonçalves, Brazil
- Departamento de Ciência e Tecnologia Agroindustrial, Faculdade de Agronomia Eliseu Maciel, Universidade Federal de Pelotas, Pelotas, Brazil
| | | | | | - Cesar Valmor Rombaldi
- Departamento de Ciência e Tecnologia Agroindustrial, Faculdade de Agronomia Eliseu Maciel, Universidade Federal de Pelotas, Pelotas, Brazil
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12
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Zhang Z, Blank I, Wang B, Cao Y. Changes in odorants and flavor profile of heat‐processed beef flavor during storage. J Food Sci 2022; 87:5208-5224. [DOI: 10.1111/1750-3841.16363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 09/18/2022] [Accepted: 09/28/2022] [Indexed: 11/11/2022]
Affiliation(s)
- Zeyu Zhang
- Beijing Advanced Innovation Center for Food Nutrition and Human Health (BTBU), School of Food and Health, Beijing Higher Institution Engineering Research Center of Food Additives and Ingredients Beijing Technology & Business University (BTBU) Beijing China
| | - Imre Blank
- Zhejiang Yiming Food Co. LTD Shanghai China
| | - Bei Wang
- Beijing Advanced Innovation Center for Food Nutrition and Human Health (BTBU), School of Food and Health, Beijing Higher Institution Engineering Research Center of Food Additives and Ingredients Beijing Technology & Business University (BTBU) Beijing China
| | - Yanping Cao
- Beijing Advanced Innovation Center for Food Nutrition and Human Health (BTBU), School of Food and Health, Beijing Higher Institution Engineering Research Center of Food Additives and Ingredients Beijing Technology & Business University (BTBU) Beijing China
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13
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Chen C, Tian T, Yu H, Yuan H, Wang B, Xu Z, Tian H. Characterisation of the key volatile compounds of commercial Gouda cheeses and their contribution to aromas according to Chinese consumers’ preferences. Food Chem X 2022; 15:100416. [PMID: 36211792 PMCID: PMC9532783 DOI: 10.1016/j.fochx.2022.100416] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 07/30/2022] [Accepted: 08/04/2022] [Indexed: 11/24/2022] Open
Abstract
The aroma preference of Chinese consumers for Gouda cheese was evaluated. The volatile compounds in Gouda cheese were identified by GC–MS, OAV and GC–O. The correlation between and volatile aroma compounds were analyzed by PLS. Key aroma compounds were validated by aroma reorganization and omission tests.
A systematic flavoromics-based analysis of samples of 12 commercially available Gouda cheeses was performed to determine their key volatile components, the contribution of these components to the aromas of the cheeses, and which aromas were preferred by a panel of Chinese consumers. The sensory analysis results show that the Chinese consumers preferred young and medium cheeses, and that sensory attributes such as ‘milk’ and ‘cream’ were the most popular. Seventy-seven aroma compounds were identified by gas chromatography–mass spectrometry, and 28 of these were determined to be aroma-active compounds by gas chromatography–olfactometry analysis and calculation of their odour activity values. Partial least-squares analysis revealed that compounds such as diacetyl and acetoin correlated with aromas preferred by the Chinese consumers, while isobutyric acid, hexanoic acid and valeric acid correlated with aromas disliked by the Chinese consumers. Finally, the flavour contribution of each aroma-active compound was validated through aroma reorganisation and omission experiments.
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14
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Gu Z, Jin Z, Schwarz P, Rao J, Chen B. Uncovering aroma boundary compositions of barley malts by untargeted and targeted flavoromics with HS-SPME-GC-MS/olfactometry. Food Chem 2022; 394:133541. [PMID: 35759835 DOI: 10.1016/j.foodchem.2022.133541] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 06/07/2022] [Accepted: 06/19/2022] [Indexed: 11/04/2022]
Abstract
In this study, HS-SPME/GC-MS based untargeted and targeted flavoromics combing with olfactometry were employed to uncover aroma boundary compositions of five types of commercial barley malts with a wide range of Lovibond (L), including kilned base malts (1.8 L and 3.5 L) and roasted caramel malts (10 L, 60 L, and 120 L). Thirty-two compounds were identified as aroma-active with modified detection frequency (MF) > 50%. 3-Methylbutanal (malty), (2E)-nonenal (fatty, cardboard-like), and 2-furfural (burnt, bready) were recognized as the most influential odorants with MF > 70% in all the malts. After untargeted flavoromics, twenty-eight aromas were retained and quantitated. Furthermore, aroma boundary compositions inside/among malt groups were explored with PLS-DA. Eight aroma markers, 3-methylbutanal, 2-isopropyl-5-methyl-2-hexenal, (2E,4E)-Decadienal, 2-furfual, maltol, 2-acetylpyrrole, phenylacetaldehyde, and ethyl hexadecanoate were shortlisted for aroma boundary compositions regarding to the Lovibond of malts.
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Affiliation(s)
- Zixuan Gu
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108, USA
| | - Zhao Jin
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108, USA
| | - Paul Schwarz
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108, USA
| | - Jiajia Rao
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108, USA
| | - Bingcan Chen
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108, USA.
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15
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Dubrow GA, Tello E, Schwartz E, Forero DP, Peterson DG. Identification of non-volatile compounds that impact consumer liking of strawberry preserves: Untargeted LC-MS analysis. Food Chem 2022; 378:132042. [PMID: 35032799 DOI: 10.1016/j.foodchem.2022.132042] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 12/20/2021] [Accepted: 01/01/2022] [Indexed: 11/04/2022]
Abstract
Non-volatile compounds that impact the acceptability of strawberry preserves were investigated by untargeted LC-MS flavoromics analysis. Chemical profiles for fifteen strawberry preserves were modeled against consumer liking scores by orthogonal partial least squares (OPLS) with good fit (R2Y = 0.995) and predictive ability (Q2 = 0.918). Four chemical compounds predictive of acceptability were identified, by accurate MS and NMR, as secoisolariciresinol monoglucoside, (+)-isolariciresinol monoglucoside, 1-hexanoyl-phloroglucinol-2-O-β-d-glucoside, and the novel compound decanoic acid-4-O-β-d-glucoside. Sensory recombination testing of preserve samples with added levels of the four predictive LC-MS compounds indicated perceivable sensory changes in the flavor profile. Female consumers significantly preferred the recombination preserve with added levels of both predictive GC-MS and LC-MS compounds as compared to the control preserve, demonstrating the applicability of the approach for understanding product liking.
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Affiliation(s)
- Geoffrey A Dubrow
- Department of Food Science and Technology, The Ohio State University, Columbus, OH, United States
| | - Edisson Tello
- Department of Food Science and Technology, The Ohio State University, Columbus, OH, United States
| | - Eric Schwartz
- Department of Food Science and Technology, The Ohio State University, Columbus, OH, United States
| | - Diana Paola Forero
- Department of Food Science and Technology, The Ohio State University, Columbus, OH, United States
| | - Devin G Peterson
- Department of Food Science and Technology, The Ohio State University, Columbus, OH, United States.
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16
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Gelinas BS, Liu Y, Tello E, Peterson DG. Untargeted LC-MS based identification of Rebaudioside A degradation products impacting flavor perception during storage. Food Chem 2022; 373:131457. [PMID: 34736072 DOI: 10.1016/j.foodchem.2021.131457] [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: 07/09/2021] [Revised: 10/17/2021] [Accepted: 10/19/2021] [Indexed: 11/04/2022]
Abstract
Untargeted LC-MS flavoromics chemical profiling was used to identify compounds predictive of Rebaudioside A (Reb A) flavor instability in an acidified beverage after 6 weeks at 35 °C. High-quality orthogonal partial least squares analysis models were developed from the chemical data and d' values from tetrad sensory panel testing with good predictive ability. The top four highly predictive compounds were selected and identified as Reb A (negatively correlated) and three Reb A degradation compounds (positively correlated), which included a rearrangement, hydration, and an epoxidation/rearrangement of Reb A, termed compounds 1, 2, and 3, respectively. The concentrations of compounds 1-3 in the aged beverages were determined to be below the sensory recognition threshold values. However, sensory recombination testing of compounds 1-3 as a tertiary mixture revealed a perceivably significant flavor change that was aligned with the aged beverage.
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Affiliation(s)
- Benjamin S Gelinas
- Department of Food Science and Technology, 317 Parker Food Science & Technology Building, The Ohio State University, 2015 Fyffe Rd., Columbus, OH 43210, United States
| | - Yifan Liu
- Department of Food Science and Technology, 317 Parker Food Science & Technology Building, The Ohio State University, 2015 Fyffe Rd., Columbus, OH 43210, United States
| | - Edisson Tello
- Department of Food Science and Technology, 317 Parker Food Science & Technology Building, The Ohio State University, 2015 Fyffe Rd., Columbus, OH 43210, United States
| | - Devin G Peterson
- Department of Food Science and Technology, 317 Parker Food Science & Technology Building, The Ohio State University, 2015 Fyffe Rd., Columbus, OH 43210, United States.
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17
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Lin H, Tello E, Simons CT, Peterson DG. Identification of Non-Volatile Compounds Generated during Storage That Impact Flavor Stability of Ready-to-Drink Coffee. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27072120. [PMID: 35408521 PMCID: PMC9000708 DOI: 10.3390/molecules27072120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 03/08/2022] [Accepted: 03/18/2022] [Indexed: 11/24/2022]
Abstract
Coffee brew flavor is known to degrade during storage. Untargeted and targeted LC/MS flavoromics analysis was applied to identify chemical compounds generated during storage that impacted the flavor stability of ready-to-drink (RTD) coffee. MS chemical profiles for sixteen RTD coffee samples stored for 0, 1, 2, and 4 months at 30 °C were modeled against the sensory degree of difference (DOD) scores by orthogonal partial least squares (OPLS) with good fit and predictive ability. Five highly predictive untargeted chemical features positively correlated to DOD were subsequently identified as 3-caffeoylquinic acid, 4-caffeoylquinic acid, 5-caffeoylquinic acid, 3-O-feruloylquinic acid, and 5-O-feruloylquinic acid. The increase in the six acidic compounds during storage was confirmed by sensory recombination tests to significantly impact the flavor stability of RTD coffee during storage. A decrease in pH, rather than an increase in total acidity, was supported to impact the coffee flavor profile.
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18
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Wang G, Song X, Zhu L, Li Q, Zheng F, Geng X, Li L, Wu J, Li H, Sun B. A flavoromics strategy for the differentiation of different types of Baijiu according to the non-volatile organic acids. Food Chem 2021; 374:131641. [PMID: 34836669 DOI: 10.1016/j.foodchem.2021.131641] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 10/21/2021] [Accepted: 11/15/2021] [Indexed: 01/19/2023]
Abstract
Non-volatile organic acids (NVOAs) in 12 main flavor types of Baijiu were analyzed by a derivatization method combined with GC-MS and 38 NVOAs were quantified. Meanwhile, a flavoromics strategy based on the contents of NVOAs in the 12 flavor types of Baijiu was successfully used to the differentiation of Baijiu. PLS-DA models (explained variation, predictive capability) were used to consider different categories: fermentation process (0.931, 0.870), starter (0.921, 0.834), fermentation container (0.899, 0.810) and raw material (0.951, 0.909). Based on the selected categories, suitable separations were achieved, and the classification ability of these models were nearly 100%. As a result, the model demonstrated its ability to perfectly distinguish different types of Baijiu. Seventeen potential markers were identified by variable importance in projection method and were further processed using heatmap and hierarchical cluster analysis, indicating that the NVOAs had great discrimination power to differentiate Baijiu.
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Affiliation(s)
- Guangnan Wang
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Xuebo Song
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Lin Zhu
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Qing Li
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Fuping Zheng
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China.
| | - Xiaojie Geng
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Lianghao Li
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Jihong Wu
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Hehe Li
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
| | - Baoguo Sun
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China; Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
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19
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Cheng GT, Li YS, Qi SM, Wang J, Zhao P, Lou QQ, Wang YF, Zhang XQ, Liang Y. SlCCD1A Enhances the Aroma Quality of Tomato Fruits by Promoting the Synthesis of Carotenoid-Derived Volatiles. Foods 2021; 10:2678. [PMID: 34828962 PMCID: PMC8621488 DOI: 10.3390/foods10112678] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 10/20/2021] [Accepted: 10/26/2021] [Indexed: 11/27/2022] Open
Abstract
The loss of volatiles results in the deterioration of flavor in tomatoes. Volatiles are mainly derived from fatty acid, carotenoid, phenylpropane, and branched chain amino acids. In this study, the tomato accession CI1005 with a strong odor and accession TI4001 with a weak odor were analyzed. The volatile contents were measured in tomato fruits using gas chromatography-mass spectrometry. The scores of tomato taste and odor characteristics were evaluated according to hedonistic taste and olfaction. It was found that the content of fatty acid-derived volatiles accounted for more than half of the total volatiles that had grassy and fatty aromas. Phenylpropane-derived volatiles had irritation and floral aromas. Branched-chain amino acid-derived volatiles had a caramel aroma. Carotenoid-derived volatiles had floral, fruity, fatty, and sweet-like aromas, preferred by consumers. A lack of carotenoid-derived volatiles affected the flavor quality of tomato fruits. The accumulation of carotenoid-derived volatiles is regulated by carotenoid cleavage oxygenases (CCDs). A tissue-specific expression analysis of the SlCCD genes revealed that the expression levels of SlCCD1A and SlCCD1B were higher in tomato fruits than in other tissues. The expression levels of SlCCD1A and SlCCD1B were consistent with the trend of the carotenoid-derived volatile contents. The expression of SlCCD1A was higher than that for SlCCD1B. A bioinformatics analysis revealed that SlCCD1A was more closely linked to carotenoid metabolism than SlCCD1B. The overexpression of SlCCD1A indicated that it could cleave lycopene, α-carotene, and β-carotene to produce 6-methyl-5-hepten-2-one, geranylacetone, α-ionone, and β-ionone, increasing the floral, fruity, fatty, and sweet-like aromas of tomato fruits. The flavor quality of tomato fruits could be improved by overexpressing SlCCD1A.
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Affiliation(s)
- Guo-Ting Cheng
- College of Horticulture, Northwest A&F University, Xianyang 712100, China; (G.-T.C.); (Y.-S.L.); (S.-M.Q.); (J.W.); (P.Z.); (Q.-Q.L.)
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Xianyang 712100, China
- Shaanxi Key Laboratory of Chinese Jujube, Yan’an University, Yan’an 716000, China; (Y.-F.W.); (X.-Q.Z.)
- College of Life Science, Yan’an University, Yan’an 716000, China
| | - Yu-Shun Li
- College of Horticulture, Northwest A&F University, Xianyang 712100, China; (G.-T.C.); (Y.-S.L.); (S.-M.Q.); (J.W.); (P.Z.); (Q.-Q.L.)
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Xianyang 712100, China
| | - Shi-Ming Qi
- College of Horticulture, Northwest A&F University, Xianyang 712100, China; (G.-T.C.); (Y.-S.L.); (S.-M.Q.); (J.W.); (P.Z.); (Q.-Q.L.)
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Xianyang 712100, China
| | - Jin Wang
- College of Horticulture, Northwest A&F University, Xianyang 712100, China; (G.-T.C.); (Y.-S.L.); (S.-M.Q.); (J.W.); (P.Z.); (Q.-Q.L.)
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Xianyang 712100, China
| | - Pan Zhao
- College of Horticulture, Northwest A&F University, Xianyang 712100, China; (G.-T.C.); (Y.-S.L.); (S.-M.Q.); (J.W.); (P.Z.); (Q.-Q.L.)
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Xianyang 712100, China
| | - Qian-Qi Lou
- College of Horticulture, Northwest A&F University, Xianyang 712100, China; (G.-T.C.); (Y.-S.L.); (S.-M.Q.); (J.W.); (P.Z.); (Q.-Q.L.)
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Xianyang 712100, China
| | - Yan-Feng Wang
- Shaanxi Key Laboratory of Chinese Jujube, Yan’an University, Yan’an 716000, China; (Y.-F.W.); (X.-Q.Z.)
- College of Life Science, Yan’an University, Yan’an 716000, China
| | - Xiang-Qian Zhang
- Shaanxi Key Laboratory of Chinese Jujube, Yan’an University, Yan’an 716000, China; (Y.-F.W.); (X.-Q.Z.)
- College of Life Science, Yan’an University, Yan’an 716000, China
| | - Yan Liang
- College of Horticulture, Northwest A&F University, Xianyang 712100, China; (G.-T.C.); (Y.-S.L.); (S.-M.Q.); (J.W.); (P.Z.); (Q.-Q.L.)
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Xianyang 712100, China
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20
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Vrzal T, Drábková K, Štěrba K, Olšovská J. Pilot sensomic study revealing the potential of amino acids to highly influence sensory properties of a lager beer. J Food Compost Anal 2021. [DOI: 10.1016/j.jfca.2021.104028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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21
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Gao C, Tello E, Peterson DG. Identification of coffee compounds that suppress bitterness of brew. Food Chem 2021; 350:129225. [PMID: 33592365 DOI: 10.1016/j.foodchem.2021.129225] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 01/23/2021] [Accepted: 01/26/2021] [Indexed: 11/27/2022]
Abstract
Untargeted LC-MS flavoromic profiling was utilized to identify compounds that suppress bitterness perception of coffee brew. The chemical profiles of fourteen brew samples and corresponding perceived bitterness intensities determined by descriptive sensory analysis were modeled by orthogonal partial least squares (OPLS) with good fit (R2Y > 0.9) and predictive ability (Q2 > 0.9). Ten chemical markers that were highly predictive and negatively correlated to bitter intensity were subsequently purified by multi-dimensional preparative LC-MS to conduct sensory recombination testing and/or confirm compound identifications by NMR. Three of the ten compounds evaluated, namely 4-caffeoylquinic acid, 5-caffeoylquinic acid, and 2-O-β-d-glucopyranosyl-atractyligenin were identified as bitter modulators in coffee, and significantly decreased the perceived bitterness intensity of the brew.
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Affiliation(s)
- Chengyu Gao
- Department of Food Science and Technology, 317 Parker Food Science & Technology Building, The Ohio State University, 2015 Fyffe Rd., Columbus, OH 43210
| | - Edisson Tello
- Department of Food Science and Technology, 317 Parker Food Science & Technology Building, The Ohio State University, 2015 Fyffe Rd., Columbus, OH 43210
| | - Devin G Peterson
- Department of Food Science and Technology, 317 Parker Food Science & Technology Building, The Ohio State University, 2015 Fyffe Rd., Columbus, OH 43210.
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22
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Characterization of volatile sulfur compounds in soy sauce aroma type Baijiu and changes during fermentation by GC × GC-TOFMS, organoleptic impact evaluation, and multivariate data analysis. Food Res Int 2020; 131:109043. [DOI: 10.1016/j.foodres.2020.109043] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 01/13/2020] [Accepted: 01/27/2020] [Indexed: 11/20/2022]
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23
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Cheng G, Chang P, Shen Y, Wu L, El-Sappah AH, Zhang F, Liang Y. Comparing the Flavor Characteristics of 71 Tomato ( Solanum lycopersicum) Accessions in Central Shaanxi. FRONTIERS IN PLANT SCIENCE 2020; 11:586834. [PMID: 33362814 PMCID: PMC7758415 DOI: 10.3389/fpls.2020.586834] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 11/06/2020] [Indexed: 05/21/2023]
Abstract
Flavor is an important quality of mature tomato fruits. Compared with heirloom tomatoes, modern commercial tomato cultivars are considerably less flavorful. This study aimed to compare the flavor of 71 tomato accessions (8 pink cherry, PC; 11 red cherry, RC; 15 pink large-fruited, PL; and 37 red large-fruited, RL) using hedonism scores and odor activity values. Taste compounds were detected using high-performance liquid chromatography. Volatiles were detected using gas chromatography-olfactometry-mass spectrometry. The flavor of tomato accessions can be evaluated using the DTOPSIS analysis method. According to the results of DTOPSIS analysis, 71 tomato accessions can be divided into 4 classes. Tomato accessions PL11, PC4, PC2, PC8, RL35, RC6, and RC10 had better flavor; accessions PC4, PC8, RC10, RL2, and RL35 had better tomato taste; and accessions PL11, PC2, and RC6 had better tomato odor. The concentrations of total soluble solids, fructose, glucose, and citric acid were shown to positively contribute to tomato taste. Tomato odor was mainly derived from 15 volatiles, namely, 1-hexanol, (Z)-3-hexen-1-ol, hexanal, (E)-2-hexenal, (E)-2-heptenal, (E)-2-octenal, (E,E)-2,4-decadienal, (Z)-3,7-dimethyl-2,6-octadieal, 2,6,6-timethyl-1-cyclohexene-1-carboxaldehyde, (2E)-3-(3-pentyl-2-oxiranyl)acrylaldehyde, 6-methyl-5-hepten-2-one, (E)-6,10-dimetyl-5,9-undecadien-2-one, methyl salicylate, 4-allyl-2-methoxyphenol, and 2-isobutylthiazole. Significant positive correlations (P < 0.05) were detected between the compound concentrations and flavor scores. The above-mentioned compounds can be used as parameters for the evaluation of flavor characteristics and as potential targets to improve the flavor quality of tomato varieties.
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Affiliation(s)
- Guoting Cheng
- College of Horticulture, Northwest A&F University, Yangling, China
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Yangling, China
| | - Peipei Chang
- Institute of Agricultural Sciences, Dezhou, China
| | - Yuanbo Shen
- College of Horticulture, Northwest A&F University, Yangling, China
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Yangling, China
| | - Liting Wu
- College of Horticulture, Northwest A&F University, Yangling, China
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Yangling, China
| | - Ahmed H. El-Sappah
- College of Horticulture, Northwest A&F University, Yangling, China
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Yangling, China
- Department of Genetics, Faculty of Agriculture, Zagazig University, Zagazig, Egypt
| | - Fei Zhang
- College of Horticulture, Northwest A&F University, Yangling, China
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Yangling, China
- *Correspondence: Fei Zhang,
| | - Yan Liang
- College of Horticulture, Northwest A&F University, Yangling, China
- State Key Laboratory of Crop Stress Biology in Arid Regions, Northwest A&F University, Yangling, China
- Yan Liang,
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Sittipod S, Schwartz E, Paravisini L, Peterson DG. Identification of flavor modulating compounds that positively impact coffee quality. Food Chem 2019; 301:125250. [DOI: 10.1016/j.foodchem.2019.125250] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 07/23/2019] [Accepted: 07/23/2019] [Indexed: 10/26/2022]
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Quirós-Guerrero L, Albertazzi F, Araya-Valverde E, Romero RM, Villalobos H, Poveda L, Chavarría M, Tamayo-Castillo G. Phenolic variation among Chamaecrista nictitans subspecies and varieties revealed through UPLC-ESI(-)-MS/MS chemical fingerprinting. Metabolomics 2019; 15:14. [PMID: 30830463 DOI: 10.1007/s11306-019-1475-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 01/11/2019] [Indexed: 10/27/2022]
Abstract
INTRODUCTION Comparative analysis of metabolic features of plants has a high potential for determination of quality control of active ingredients, ecological or chemotaxonomic purposes. Specifically, the development of efficient and rapid analytical tools that allow the differentiation among species, subspecies and varieties of plants is a relevant issue. Here we describe a multivariate model based on LC-MS/MS fingerprinting capable of discriminating between subspecies and varieties of the medicinal plant Chamaecrista nictitans, a rare distributed species in Costa Rica. METHODS Determination of the chemical fingerprint was carried out on a LC-MS (ESI-QTOF) in negative ionization mode, main detected and putatively identified compounds included proanthocyanidin oligomers, several flavonoid C- and O-glycosides, and flavonoid acetates. Principal component analysis (PCA), partial least square-discriminant analysis (PLS-DA) and cluster analysis of chemical profiles were performed. RESULTS Our method showed a clear discrimination between the subspecies and varieties of Chamaecrista nictitans, separating the samples into four fair differentiated groups: M1 = C. nictitans ssp. patellaria; M2 = C. nictitans ssp. disadena; M3 = C. nictitans ssp. nictitans var. jaliscensis and M4 = C. nictitans ssp. disadena var. pilosa. LC-MS/MS fingerprint data was validated using both morphological characters and DNA barcoding with ITS2 region. The comparison of the morphological characters against the chemical profiles and DNA barcoding shows a 63% coincidence, evidencing the morphological similarity in C. nictitans. On the other hand, genetic data and chemical profiles grouped all samples in a similar pattern, validating the functionality of our metabolomic approach. CONCLUSION The metabolomic method described in this study allows a reliably differentiation between subspecies and varieties of C. nictitans using a straightforward protocol that lacks extensive purification steps.
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Affiliation(s)
- Luis Quirós-Guerrero
- Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San Jose, 11501-2060, Costa Rica
- Escuela de Química, Universidad de Costa Rica, Sede Central, San Pedro de Montes de Oca, San Jose, 11501-2060, Costa Rica
| | - Federico Albertazzi
- Centro de Investigación en Biología Celular y Molecular (CIBCM), Universidad de Costa Rica, San Jose, 11501-2060, Costa Rica
- Escuela de Biología, Universidad de Costa Rica, San Jose, 11501-2060, Costa Rica
| | - Emanuel Araya-Valverde
- Centro Nacional de Innovaciones Biotecnológicas (CENiBiot), CeNAT-CONARE, San Jose, 1174-1200, Costa Rica
- Escuela de Biología, Instituto Tecnológico de Costa Rica, Cartago, 159-7050, Costa Rica
| | - Rosaura M Romero
- Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San Jose, 11501-2060, Costa Rica
- Escuela de Química, Universidad de Costa Rica, Sede Central, San Pedro de Montes de Oca, San Jose, 11501-2060, Costa Rica
| | - Heidy Villalobos
- Escuela de Química, Universidad de Costa Rica, Sede Central, San Pedro de Montes de Oca, San Jose, 11501-2060, Costa Rica
- Centro de Investigación en Biología Celular y Molecular (CIBCM), Universidad de Costa Rica, San Jose, 11501-2060, Costa Rica
| | - Luis Poveda
- Herbario Juvenal Valerio Rodríguez, Universidad Nacional, Heredia, Costa Rica
| | - Max Chavarría
- Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San Jose, 11501-2060, Costa Rica
- Escuela de Química, Universidad de Costa Rica, Sede Central, San Pedro de Montes de Oca, San Jose, 11501-2060, Costa Rica
- Centro Nacional de Innovaciones Biotecnológicas (CENiBiot), CeNAT-CONARE, San Jose, 1174-1200, Costa Rica
| | - Giselle Tamayo-Castillo
- Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San Jose, 11501-2060, Costa Rica.
- Escuela de Química, Universidad de Costa Rica, Sede Central, San Pedro de Montes de Oca, San Jose, 11501-2060, Costa Rica.
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Zhao T, Chen S, Li H, Xu Y. Identification of 2-Hydroxymethyl-3,6-diethyl-5-methylpyrazine as a Key Retronasal Burnt Flavor Compound in Soy Sauce Aroma Type Baijiu Using Sensory-Guided Isolation Assisted by Multivariate Data Analysis. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:10496-10505. [PMID: 30221519 DOI: 10.1021/acs.jafc.8b03980] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The burnt flavor (overcooked rice flavor) is often retronasally perceived during the soy sauce aroma type Chinese Baijiu (Chinese distilled spirit) tasting and regarded as an important quality marker of the Baijiu. The sensory-guided isolation approach assisted by multivariate data analysis was applied to identify the compounds responsible for the retronasal burnt flavor in the Baijiu. Using two-dimensional offline high performance liquid chromatography separation and taste dilution analysis, a subfraction with the highest burnt flavor intensity was isolated from the Baijiu sample. In the subfraction, six potential flavor compounds were detected by ultra performance liquid chromatography-mass spectrometry. The most probable burnt flavor compound was screened by projection to latent structure regression analysis of the correlation between the potential compounds and their impact on burnt flavor. The target compound was identified as 2-hydroxymethyl-3,6-diethyl-5-methylpyrazine by means of high-resolution mass spectrometry and chemical synthesis. Sensory evaluation revealed a relatively low burnt flavor threshold of 2.89 μmol/L in 53% ethanol aqueous solution. On the basis of the dose-overthreshold factor and addition experiment, this compound was confirmed as the key contributor to the burnt flavor of soy sauce aroma type Baijiu.
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Affiliation(s)
- Tengfei Zhao
- Key Laboratory of Industrial Biotechnology of Ministry of Education, State Key Laboratory of Food Science & Technology & School of Biotechnology , Jiangnan University , Wuxi , Jiangsu 214122 , China
| | - Shuang Chen
- Key Laboratory of Industrial Biotechnology of Ministry of Education, State Key Laboratory of Food Science & Technology & School of Biotechnology , Jiangnan University , Wuxi , Jiangsu 214122 , China
| | - Huazhong Li
- Key Laboratory of Industrial Biotechnology of Ministry of Education, State Key Laboratory of Food Science & Technology & School of Biotechnology , Jiangnan University , Wuxi , Jiangsu 214122 , China
| | - Yan Xu
- Key Laboratory of Industrial Biotechnology of Ministry of Education, State Key Laboratory of Food Science & Technology & School of Biotechnology , Jiangnan University , Wuxi , Jiangsu 214122 , China
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Teegarden MD, Knobloch TJ, Weghorst CM, Cooperstone JL, Peterson DG. Storage conditions modulate the metabolomic profile of a black raspberry nectar with minimal impact on bioactivity. Food Funct 2018; 9:4593-4601. [PMID: 30022172 PMCID: PMC6146023 DOI: 10.1039/c8fo00639c] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Pre-clinical and clinical studies suggest black raspberries (BRBs) may inhibit the development of oral cancer. Lyophilized BRB powder is commonly used in these studies, but processed BRB products are more often consumed. The objective of this work was to understand how storage conditions influence the phytochemical profile and anti-proliferative activity of a BRB nectar beverage. Untargeted UHPLC-Q-TOF-MS based metabolomics analyses demonstrated that large chemical variation was introduced by storage above -20 °C over 60 days. However, minimal change in anti-proliferative activity was observed when stored nectar extracts were applied to SCC-83-01-82 premalignant oral epithelial cells. As proof of concept, cyanidin-3-O-rutinoside and its degradation product, protocatechuic acid, were administered in different ratios maintaining an equimolar dose, and anti-proliferative activity was maintained. This study shows the utility of metabolomics to profile global chemical changes in foods, while demonstrating that isolated phytochemicals do not explain the complete bioactivity of a complex food product.
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Affiliation(s)
- Matthew D. Teegarden
- Department of Food Science and Technology, The Ohio State University, Columbus, OH, USA
| | - Thomas J. Knobloch
- College of Public Health, Division of Environmental Health Sciences, The Ohio State University, Columbus, OH, US
| | - Christopher M. Weghorst
- College of Public Health, Division of Environmental Health Sciences, The Ohio State University, Columbus, OH, US
| | - Jessica L. Cooperstone
- Department of Food Science and Technology, The Ohio State University, Columbus, OH, USA
- Department of Horticulture and Crop Science, The Ohio State University, Columbus, OH, USA
| | - Devin G. Peterson
- Department of Food Science and Technology, The Ohio State University, Columbus, OH, USA
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Ronningen IG, Peterson DG. Identification of Aging-Associated Food Quality Changes in Citrus Products Using Untargeted Chemical Profiling. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:682-688. [PMID: 29256246 DOI: 10.1021/acs.jafc.7b04450] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Chemometric techniques have seen wide application in biological and medical sciences, but they are still developing in the food sciences. This study illustrated the use of untargeted LC/MS chemometric methods to identify features (retention time_m/z) associated with food quality changes as products age (freshness). Extracts of three citrus fruit varietals aged over four time points that corresponded to noted changes in sensory attributes were chemically profiled and modeled by two discriminatory multivariate statistical techniques, projection partial least-squares discrimant analysis (PLS-DA) and machine learning random forest (RF). Age-associated compounds across the citrus platform were identified. Varietal was treated as a nuisance variable to emphasize aging chemistry, and further variable selection using age-related piecewise model generation and meta filtering to emphasize features associated with general aging chemistry common to all the citrus extracts. The identified features were further replicated in a validation study to illustrate the validity and persistence of these markers for applications in citrus food platforms.
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Affiliation(s)
- Ian G Ronningen
- Department of Food Science, University of Minnesota , St. Paul, Minnesota 55108, United States
| | - Devin G Peterson
- Department of Food Science, University of Minnesota , St. Paul, Minnesota 55108, United States
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