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Ahamed Z, Seo JK, Eom JU, Yang HS. Volatile Compounds for Discrimination between Beef, Pork, and Their Admixture Using Solid-Phase-Microextraction-Gas Chromatography-Mass Spectrometry (SPME-GC-MS) and Chemometrics Analysis. Food Sci Anim Resour 2024; 44:934-950. [PMID: 38974721 PMCID: PMC11222689 DOI: 10.5851/kosfa.2024.e32] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 04/04/2024] [Accepted: 04/15/2024] [Indexed: 07/09/2024] Open
Abstract
This study addresses the prevalent issue of meat species authentication and adulteration through a chemometrics-based approach, crucial for upholding public health and ensuring a fair marketplace. Volatile compounds were extracted and analyzed using headspace-solid-phase-microextraction-gas chromatography-mass spectrometry. Adulterated meat samples were effectively identified through principal component analysis (PCA) and partial least square-discriminant analysis (PLS-DA). Through variable importance in projection scores and a Random Forest test, 11 key compounds, including nonanal, octanal, hexadecanal, benzaldehyde, 1-octanol, hexanoic acid, heptanoic acid, octanoic acid, and 2-acetylpyrrole for beef, and hexanal and 1-octen-3-ol for pork, were robustly identified as biomarkers. These compounds exhibited a discernible trend in adulterated samples based on adulteration ratios, evident in a heatmap. Notably, lipid degradation compounds strongly influenced meat discrimination. PCA and PLS-DA yielded significant sample separation, with the first two components capturing 80% and 72.1% of total variance, respectively. This technique could be a reliable method for detecting meat adulteration in cooked meat.
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Affiliation(s)
- Zubayed Ahamed
- Division of Applied Life Science
(BK21Four), Gyeongsang National University, Jinju 52828,
Korea
| | - Jin-Kyu Seo
- Division of Applied Life Science
(BK21Four), Gyeongsang National University, Jinju 52828,
Korea
| | - Jeong-Uk Eom
- Division of Applied Life Science
(BK21Four), Gyeongsang National University, Jinju 52828,
Korea
| | - Han-Sul Yang
- Division of Applied Life Science
(BK21Four), Gyeongsang National University, Jinju 52828,
Korea
- Institute of Agriculture and Life Science,
Gyeongsang National University, Jinju 52828, Korea
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Anneke, Kim HJ, Kim D, Shin DJ, Do KT, Yang CB, Jeon SW, Jung JH, Jang A. Characteristics of Purified Horse Oil by Supercritical Fluid Extraction with Different Deodorants Agents. Food Sci Anim Resour 2024; 44:443-463. [PMID: 38764514 PMCID: PMC11097038 DOI: 10.5851/kosfa.2024.e19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 02/19/2024] [Accepted: 02/19/2024] [Indexed: 05/21/2024] Open
Abstract
This study investigated the impact of activated carbon, palm activated carbon, and zeolite on horse oil (HO) extracted from horse neck fat using supercritical fluid extraction with deodorant-untreated HO (CON) as a comparison. The yield and lipid oxidation of deodorant untreated HO (CON) were not significantly affected by the three deodorants. However, deodorant-treated HOs exhibited significantly elevated levels of α-linolenic acid (C18:3n3) and eicosenoic acid (C20:1n9) compared to CON (p<0.05), while other fatty acids remained consistent. Zeolite-purified HO demonstrated significantly lower levels of volatile organic compounds (VOCs) than other treatments (p<0.05). Remarkably, zeolite decreased the concentration of pentane, 2,3-dimethyl (gasoline odor), by over 90%, from 177.17 A.U. ×106 in CON to 15.91 A.U. ×106. Zeolite also effectively eliminates sec-butylamine (ammonia and fishy odor) as compared to other deodorant-treated HOs (p<0.05). Additionally, zeolite reduced VOCs associated with the fruity citrus flavor, such as nonanal, octanal, and D-limonene in HO (p<0.05). This study suggests that integrating zeolite in supercritical fluid extraction enhances HO purification by effectively eliminating undesirable VOCs, presenting a valuable approach for producing high-quality HO production in the cosmetic and functional food industries.
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Affiliation(s)
- Anneke
- Department of Applied Animal Science,
College of Animal Life Sciences, Kangwon National University,
Chuncheon 24341, Korea
| | - Hye-Jin Kim
- Center for Food and Bioconvergence, Seoul
National University, Seoul 08826, Korea
| | - Dongwook Kim
- Department of Applied Animal Science,
College of Animal Life Sciences, Kangwon National University,
Chuncheon 24341, Korea
| | - Dong-Jin Shin
- Department of Applied Animal Science,
College of Animal Life Sciences, Kangwon National University,
Chuncheon 24341, Korea
| | - Kyoung-tag Do
- Major of Animal Biotechnology, College of
Applied Life Sciences, Jeju National University, Jeju 63243,
Korea
| | - Chang-Beom Yang
- Major of Animal Biotechnology, College of
Applied Life Sciences, Jeju National University, Jeju 63243,
Korea
| | - Sung-Won Jeon
- Major of Animal Biotechnology, College of
Applied Life Sciences, Jeju National University, Jeju 63243,
Korea
| | | | - Aera Jang
- Department of Applied Animal Science,
College of Animal Life Sciences, Kangwon National University,
Chuncheon 24341, Korea
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Li X, Sun Y, Xiong Q. Volatile compounds produced in smoked bacon inoculated with potential spoilage bacteria. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024; 104:93-103. [PMID: 37532681 DOI: 10.1002/jsfa.12895] [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: 03/17/2023] [Revised: 06/15/2023] [Accepted: 08/03/2023] [Indexed: 08/04/2023]
Abstract
BACKGROUND Volatile organic compounds (VOCs) produced during meat storage are mainly derived from the decomposition of meat components and the metabolism of spoilage bacteria. VOCs produced in sterile bacon model substrate inoculated or un-inoculated with spoilage bacteria, Staphylococcus xylosus (P2), Leuconostoc mesenteroides (P6), Carnobacterium maltaromaticum (P9), Leuconostoc gelidum (P16) and Serratia liquefaciens (P20), previously isolated, were identified by headspace solid-phase microextraction (HS-SPME) coupled with gas chromatography-mass spectrometry (GC-MS). Furthermore, combinations of the strains (Pm) were also obtained. RESULTS In total, 54 volatile compounds, including aldehydes, alcohols, phenols, ketones, alkanes, alkanes, organic acids, esters and so forth, were determined after 45 days of storage in bacon inoculated with potential spoilage bacteria using the HS-SPME/GC-MS method. VOC concentrations of alcohols and organic acids in groups inoculated with bacteria were remarkably higher (P < 0.05) compared to that in control samples. Specifically, some VOCs are closely related to the metabolic activity of the inoculated bacterial strains; for example, 2,3-butanediol was associated with P2, P16 and P20, and acetic acid was mainly related to P6 and P9. CONCLUSION The results of partial least squares regression indicated that there was a high correlation between the electronic nose sensors and VOCs of smoked inoculated potential spoilage bacteria. These compounds are potentially important for predicting deterioration of smoked bacon. © 2023 Society of Chemical Industry.
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Affiliation(s)
- Xinfu Li
- College of Food Science and Light Industry, Nanjing Tech University, Nanjing, China
| | - Yun Sun
- College of Food Science and Light Industry, Nanjing Tech University, Nanjing, China
| | - Qiang Xiong
- College of Food Science and Light Industry, Nanjing Tech University, Nanjing, China
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Bates TL, Sacks GL. Rapid headspace solid-phase microextraction sheets with direct analysis in real time mass spectrometry (SPMESH-DART-MS) of derivatized volatile phenols in grape juices and wines. Anal Chim Acta 2023; 1275:341577. [PMID: 37524464 DOI: 10.1016/j.aca.2023.341577] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 06/13/2023] [Accepted: 06/29/2023] [Indexed: 08/02/2023]
Abstract
Volatile phenols possess "smoky, spicy" aromas and are routinely measured in grapes, wines and other foodstuffs for quality control. Routine analyses of volatile phenols rely on gas chromatography - mass spectrometry (GC-MS), but slow throughput of GC-MS can cause challenges during times of surge demand, i.e. following 'smoke taint' events involving forest fires near vineyards. Parallel extraction of headspace volatiles onto sorbent sheets (HS-SPMESH) followed by direct analysis in real time mass spectrometry (DART-MS) is a rapid alternative to conventional GC-MS approaches. However, HS-SPMESH extraction is poorly suited for lower volatility odorants, including volatile phenols. This work reports development and validation of an HS-SPMESH-DART-MS approach for five volatile phenols (4-ethylphenol, 4-ethylguiacol, guaiacol, 4-methylguaiacol, and cresols). Prior to HS-SPMESH extraction, volatile phenols were acetylated to facilitate their extraction. A unique feature of this work was the use of d6-Ac2O as a derivatizing agent to overcome issues with isobaric interferences inherent to chromatography-free MS techniques. The use of alkaline conditions during derivatization resulted in cumulative measurement of both free and bound forms of volatile phenols. The validated HS-SPMESH-DART-MS method achieved a throughput of 24 samples in ∼60 min (including derivatization and extraction time) with low limits of detection (<1 μg L-1) and good repeatability (3-6% RSD) in grape and wine matrices. Validation experiments with smoke-tainted grape samples indicated good correlation between total (free + bound) volatile phenols measured by HS-SPMESH-DART-MS and a gold standard GC-MS method.
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Affiliation(s)
- Terry L Bates
- Department of Food Science, Cornell University, 251 Stocking Hall, Ithaca, NY, USA
| | - Gavin L Sacks
- Department of Food Science, Cornell University, 251 Stocking Hall, Ithaca, NY, USA.
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Yu H, Zhang S, Liu X, Lei Y, Wei M, Liu Y, Yang X, Xie P, Sun B. Comparison of physiochemical attributes, microbial community, and flavor profile of beef aged at different temperatures. Front Microbiol 2022; 13:1091486. [PMID: 36620023 PMCID: PMC9813384 DOI: 10.3389/fmicb.2022.1091486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 11/24/2022] [Indexed: 12/24/2022] Open
Abstract
Beef aging for tenderness and flavor development may be accelerated by elevated temperature. However, little to no research has been undertaken that determines how this affects other important meat quality characteristics and microbial community. This study aims to decrease aging time by increasing temperature. Beef were aged and vacuum packaged at 10 and 15°C, and the effects of increased temperature on meat physiochemical attributes, microbial community, and flavor profile were monitored. The shear force decreased with aging in all temperature and showed the higher rate at elevated temperatures compare to 4°C. The beef aged at elevated temperatures (10 or 15°C) for 5 days showed equivalent shear force value to the beef aged at 4°C for 10 days (p > 0.05), however, the final tenderness was not affected by the elevated temperature. The beef aged at elevated temperatures showed a significantly higher cooking loss and less color stability compared to 4°C (p < 0.05). The total volatile basic nitrogen and aerobic plate count increased (p < 0.05) faster at elevated temperatures compare to 4°C. Carnobacterium, Lactobacillus and Hafnia-Obesumbacterium were the dominant genus in the beef samples aged at 4, 10, and 15°C, respectively. In addition, the contents of isobutyraldehyde, 3-methylbutyraldehyde, 2-methylbutyraldehyde, and 3-methylbutanol were higher than aged at 4°C (p < 0.05). Therefore, these results suggest that application of elevated aged temperatures could shorten required aging time prior while not adversely affecting meat quality. In turn, this will result in additional cost savings for meat processors.
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Affiliation(s)
- Haojie Yu
- Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Songshan Zhang
- Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xiaochang Liu
- Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Yuanhua Lei
- Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Meng Wei
- Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China,Chemical Engineering Institute, Shijiazhuang University, Shijiazhuang, China
| | - Yinchu Liu
- Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xiaodong Yang
- Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Peng Xie
- Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Baozhong Sun
- Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China,*Correspondence: Baozhong Sun,
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Formation and Analysis of Volatile and Odor Compounds in Meat-A Review. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27196703. [PMID: 36235239 PMCID: PMC9572956 DOI: 10.3390/molecules27196703] [Citation(s) in RCA: 41] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 10/03/2022] [Accepted: 10/05/2022] [Indexed: 11/06/2022]
Abstract
The volatile composition and odor of meat and meat products is based on the precursors present in the raw meat. These are influenced by various pre-slaughter factors (species, breed, sex, age, feed, muscle type). Furthermore, post-mortem conditions (chiller aging, cooking conditions, curing, fermentation, etc.) determine the development of meat volatile organic compounds (VOCs). In this review, the main reactions leading to the development of meat VOCs such as the Maillard reaction; Strecker degradation; lipid oxidation; and thiamine, carbohydrate, and nucleotide degradation are described. The important pre-slaughter factors and post-mortem conditions influencing meat VOCs are discussed. Finally, the pros, cons, and future perspectives of the most commonly used sample preparation techniques (solid-phase microextraction, stir bar sorptive extraction, dynamic headspace extraction) and analytical methods (gas chromatography mass spectrometry and olfactometry, as well as electronic noses) for the analysis of meat VOCs are discussed, and the continued importance of sensorial analysis is pinpointed.
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