LUO Gege, YANG Mingliu, WANG Hao, et al. GC-MS Combined with Chemometrics for Characterizing the Effect of Staphylococcus saprophytic MF B8 on Volatile Flavor Compounds in Stinky Mandarin Fish[J]. Science and Technology of Food Industry, 2025, 46(6): 1−11. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2024040251.
Citation: LUO Gege, YANG Mingliu, WANG Hao, et al. GC-MS Combined with Chemometrics for Characterizing the Effect of Staphylococcus saprophytic MF B8 on Volatile Flavor Compounds in Stinky Mandarin Fish[J]. Science and Technology of Food Industry, 2025, 46(6): 1−11. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2024040251.

GC-MS Combined with Chemometrics for Characterizing the Effect of Staphylococcus saprophytic MF B8 on Volatile Flavor Compounds in Stinky Mandarin Fish

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  • Received Date: April 21, 2024
  • Available Online: January 14, 2025
  • To investigate the effect of Staphylococcus saprophyticus MF B8 from stinky mandarin fish on the volatile flavor of stinky mandarin fish, four experimental groups were set up using mandarin fish as raw material: fresh mandarin fish (S1), uninoculated fermentation (S2), inoculated fermentation by adding 1% MF B8 (S3) and 2% MF B8 (S4). The volatile flavor components were analyzed using headspace solid phase microextraction gas chromatography mass spectrometry (HS-SPME-GC-MS). And combined with chemometrics, identify the characteristic "stink" substances of stinky mandarin fish. The results showed that a total of 87 volatile compounds were identified by GC-MS, including 22 alcohols, 11 aldehydes, 8 ketones, 9 acids, 8 esters, 23 hydrocarbons, 2 sulfur-containing compounds, 2 nitrogen-containing compounds, and 2 other compounds. Compared with the fresh mandarin fish, the amount of aldehydes and hydrocarbons in fermented samples decreased, while the amount of acids, alcohols, esters, ketones, and nitrogen-containing compounds increased. Through orthogonal partial least squares discriminant analysis (OPLS-DA), variable importance in projection (VIP), and odour activity value (OAV), indicated that indole, trimethylamine, acetic acid and dimethyl disulphide, may be the key characteristic "stink" substances in fermented stinky Mandarin fish inoculated by Staphylococcus saprophyticus MF B8. The research results provide a theoretical basis for the formation of volatile flavor compounds in fermented fish products.
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  • [1]
    李娜, 谢晶, 梅俊. 水产品优势腐败菌及致腐潜能综述[J/OL]. 中国食品学报:1−10[2024-01-11]. http://kns.cnki.net/kcms/detail/11.4528.ts.20240104.1539.008.html. [LI N, XIE J, MEI J. Review on dominant spoilage bacteria and spoilage potential of aquatic products[J/OL]. Chinese Journal of Food Science:1−10[2024-01-11]. http://kns.cnki.net/kcms/detail/11.4528.ts.20240104.1539.008.html.]

    LI N, XIE J, MEI J. Review on dominant spoilage bacteria and spoilage potential of aquatic products[J/OL]. Chinese Journal of Food Science: 1−10[2024-01-11]. http://kns.cnki.net/kcms/detail/11.4528.ts.20240104.1539.008.html.
    [2]
    WANG Y, NIE S, LI C, et al. Application of untargeted metabolomics to reveal the taste-related metabolite profiles during mandarin fish (Siniperca chuatsi) fermentation[J]. Foods,2022,11(7):944. doi: 10.3390/foods11070944
    [3]
    周冰倩, 刘永乐, 黄轶群, 等. 我国发酵鱼制品菌群组成与风味代谢关联性研究进展[J/OL]. 食品科学:1−18[2024-03-18]. http://kns.cnki.net/kcms/detail/11.2206.TS.20231123.1324.030.html. [ZHOU B Q, LIU Y L, HUANG Y Q, et al. Research progress on the correlation between bacterial composition and flavor metabolism of fermented fish products in China[J/OL]. Food Science:1−18[2024-03-18]. http://kns.cnki.net/kcms/detail/11.2206.TS.20231123.1324.030.html.]

    ZHOU B Q, LIU Y L, HUANG Y Q, et al. Research progress on the correlation between bacterial composition and flavor metabolism of fermented fish products in China[J/OL]. Food Science: 1−18[2024-03-18]. http://kns.cnki.net/kcms/detail/11.2206.TS.20231123.1324.030.html.
    [4]
    CHEN J N, ZHANG Y Y, HUANG X H, et al. Integrated volatolomics and metabolomics analysis reveals the characteristic flavor formation in Chouguiyu, a traditional stinky mandarin fish of China[J]. Food Chemistry,2023,418:135874. doi: 10.1016/j.foodchem.2023.135874
    [5]
    汪永安. 年产值45亿元, 这条臭鳜鱼为啥这么“香”[N]. 安徽日报, 2023-11-20(009). [WANG Y A. With an annual output value of 4.5 billion yuan, why is the stinky mandarin fish so "fragrant"[N]. Anhui Daily, 2023-11-20(009).]

    WANG Y A. With an annual output value of 4.5 billion yuan, why is the stinky mandarin fish so "fragrant"[N]. Anhui Daily, 2023-11-20(009).
    [6]
    SHEN Y, WU Y, WANG Y, et al. Contribution of autochthonous microbiota succession to flavor formation during Chinese stinky mandarin fish (Siniperca chuatsi)[J]. Food Chemistry,2021,348:129107. doi: 10.1016/j.foodchem.2021.129107
    [7]
    陈梦玲, 蓝蔚青, 李函笑, 等. 牛至精油对腐生葡萄球菌抑制作用机制[J]. 食品科学,2020,41(7):46−51. [CHEN M L, LAN W Q, LI H X, et al. Inhibition mechanism of oregano essential oil on Staphylococcus saprophyticus[J]. Food Science,2020,41(7):46−51.] doi: 10.7506/spkx1002-6630-20190311-131

    CHEN M L, LAN W Q, LI H X, et al. Inhibition mechanism of oregano essential oil on Staphylococcus saprophyticus[J]. Food Science, 2020, 41(7): 46−51. doi: 10.7506/spkx1002-6630-20190311-131
    [8]
    王寅. 多酚脂质体对腊鱼抗菌及脂肪氧化的研究[D]. 南昌:江西科技师范大学, 2023. [WANG Y. Study on antibacterial effect and fat oxidation of cured fish by polyphenol liposomes[D]. Nanchang:Jiangxi Science and Technology Normal University, 2023.]

    WANG Y. Study on antibacterial effect and fat oxidation of cured fish by polyphenol liposomes[D]. Nanchang: Jiangxi Science and Technology Normal University, 2023.
    [9]
    谢宁宁, 黄晶晶, 周迎芹, 等. 一株腐生葡萄球菌及其在制备臭鳜鱼风味料中的应用. 中国:CN111411052B[P], 2022-04-08. [XIE N N, HUANG J J, ZHOU Y Q, et al. A Staphylococcus saprobiotic and its application in the preparation of stinky mandarin fish flavor ingredients. China:CN111411052B[P], 2022-04-08.]

    XIE N N, HUANG J J, ZHOU Y Q, et al. A Staphylococcus saprobiotic and its application in the preparation of stinky mandarin fish flavor ingredients. China: CN111411052B[P], 2022-04-08.
    [10]
    LI Y, YUAN L, LIU H, et al. Analysis of the changes of volatile flavor compounds in a traditional Chinese shrimp paste during fermentation based on electronic nose, SPME-GC-MS and HS-GC-IMS[J]. Food Science and Human Wellness,2023,12(1):173−182. doi: 10.1016/j.fshw.2022.07.035
    [11]
    LIU N, SHEN S, HUANG L, et al. Revelation of volatile contributions in green teas with different aroma types by GC–MS and GC–IMS[J]. Food Research International,2023,169:112845. doi: 10.1016/j.foodres.2023.112845
    [12]
    GAO H, YANG F, ZHU B, et al. Optimization of HS-SPME-GC-MS for the determination of volatile flavor compounds in Ningxiang pork[J]. Foods,2023,12(2):297. doi: 10.3390/foods12020297
    [13]
    LI Q, LI B, ZHANG R, et al. Flavoromics approach in critical aroma compounds exploration of peach:Correlation to origin based on OAV combined with chemometrics[J]. Foods,2023,12(4):837. doi: 10.3390/foods12040837
    [14]
    SUN Y, LI M, LI X, et al. Characterization of volatile organic compounds in five celery (Apium graveolens L.) cultivars with different petiole colors by HS-SPME-GC-MS[J]. International Journal of Molecular Sciences,2023,24(17):13343. doi: 10.3390/ijms241713343
    [15]
    LIU J, WAN Y, CHEN Y, et al. Evaluation of the effect of Torulaspora delbrueckii on important volatile compounds in navel orange original brandy using E–nose combined with HS–SPME–GC–MS[J]. Food Chemistry,2024,453:139625. doi: 10.1016/j.foodchem.2024.139625
    [16]
    杨松, 宋亚琼, 鄢嫣, 等. 一种臭鳜鱼发酵罐及设备. 中国:CN201810010552.9[P], 2023-11-10. [YANG S, SONG Y Q, YAN Y, et al. A stinky mandarin fish fermentation tank and equipment. China:CN201810010552.9[P], 2023-11-10.]

    YANG S, SONG Y Q, YAN Y, et al. A stinky mandarin fish fermentation tank and equipment. China: CN201810010552.9[P], 2023-11-10.
    [17]
    王蔚新. 酸鱼发酵过程中蛋白质降解及其风味形成机制研究[D]. 无锡:江南大学, 2018. [WANG W X. Study on protein degradation and flavor formation mechanism during sour fish fermentation[D]. Wuxi:Jiangnan University, 2018.]

    WANG W X. Study on protein degradation and flavor formation mechanism during sour fish fermentation[D]. Wuxi: Jiangnan University, 2018.
    [18]
    李春萍. 臭鳜鱼发酵中营养和风味变化的研究[D]. 杭州:浙江工商大学, 2014. [LI C P. Study on the change of nutrition and flavor of stinky mandarin fish in fermentation[D]. Hangzhou:Zhejiang Gongshang University, 2014.]

    LI C P. Study on the change of nutrition and flavor of stinky mandarin fish in fermentation[D]. Hangzhou: Zhejiang Gongshang University, 2014.
    [19]
    YANG Z, LIU S, LÜ J, et al. Microbial succession and the changes of flavor and aroma in Chouguiyu, a traditional Chinese fermented fish[J]. Food Bioscience,2020,37:100725. doi: 10.1016/j.fbio.2020.100725
    [20]
    XIAO N, XU H, HU Y, et al. Unraveling the microbial succession during the natural fermentation of grass carp and their correlation with volatile flavor formation[J]. Food Research International,2023,165:112556. doi: 10.1016/j.foodres.2023.112556
    [21]
    LI C, WU J, LI Y, et al. Identification of the aroma compounds in stinky mandarin fish (Siniperca chuatsi) and comparison of volatiles during fermentation and storage[J]. International Journal of Food Science & Technology,2013,48(11):2429−2437.
    [22]
    段文杰, 黄伟庆, 许欣欣, 等. 臭氧对气体中甲硫醇的氧化降解[J]. 环境化学,2023,42(8):2630−2639. [DUAN W J, HUANG W Q, XU X X, et al. Oxidative degradation of methyl mercaptan by ozone[J]. Environmental Chemistry,2023,42(8):2630−2639.] doi: 10.7524/j.issn.0254-6108.2022032601

    DUAN W J, HUANG W Q, XU X X, et al. Oxidative degradation of methyl mercaptan by ozone[J]. Environmental Chemistry, 2023, 42(8): 2630−2639. doi: 10.7524/j.issn.0254-6108.2022032601
    [23]
    白钰琨, 廖博曦, 孙昭, 等. 酿酒酵母固态发酵的精准调控技术研究[J]. 食品与发酵工业,2023,49(15):54−62. [BAI Y K, LIAO B X, SUN Z, et al. Research on precision control technology of solid state fermentation of Saccharomyces cerevisiae[J]. Food and Fermentation Industry,2023,49(15):54−62.]

    BAI Y K, LIAO B X, SUN Z, et al. Research on precision control technology of solid state fermentation of Saccharomyces cerevisiae[J]. Food and Fermentation Industry, 2023, 49(15): 54−62.
    [24]
    王莹莹. 超声/微波辅助浸泡对辣椒调味油脂基本品质及风味成分的影响[D]. 郑州:河南工业大学, 2023. [WANG Y Y. Effects of ultrasonic/microwave assisted soaking on basic quality and flavor components of chili oil[D]. Zhengzhou:Henan University of Technology, 2023.]

    WANG Y Y. Effects of ultrasonic/microwave assisted soaking on basic quality and flavor components of chili oil[D]. Zhengzhou: Henan University of Technology, 2023.
    [25]
    陆婷婷. 鲢鱼糜单次漂洗工艺研究及对冻藏品质的影响[D]. 杭州:浙江工商大学, 2023. [LU T T. Study on Single rinsing process of silver carp surimi and its influence on the quality of frozen collection[D]. Hangzhou:Zhejiang Gongshang University, 2023.]

    LU T T. Study on Single rinsing process of silver carp surimi and its influence on the quality of frozen collection[D]. Hangzhou: Zhejiang Gongshang University, 2023.
    [26]
    ZHANG X, GAO P, XIA W, et al. Characterization of key aroma compounds in low-salt fermented sour fish by gas chromatography-mass spectrometry, odour activity values, aroma recombination and omission experiments[J]. Food Chemistry,2022,397:133773. doi: 10.1016/j.foodchem.2022.133773
    [27]
    XIAO L, WANG S, WANG Y, et al. Density functional theory studies on the oleic acid thermal oxidation into volatile compounds[J]. Food Chemistry, 2023, 19:100737.
    [28]
    ZHAO P, LIU C, QIU S, et al. Flavor profile evaluation of soaked greengage wine with different base liquor treatments using principal component analysis and heatmap analysis[J]. Foods,2023,12(10):2016. doi: 10.3390/foods12102016
    [29]
    WANG Y, SHEN Y, WU Y, et al. Comparison of the microbial community and flavor compounds in stinky mandarin fish (Siniperca chuatsi):Three typical types of Chinese stinky mandarin fish products[J]. Food Research International,2021,144:110365. doi: 10.1016/j.foodres.2021.110365
    [30]
    陈思远, 刘杰. 臭氧水处理对冷藏期内草鱼鱼片挥发性成分的影响[J]. 食品工业科技,2020,9(14):260264. [CHEN S Y, LIU J. Ozone water treatment on cold storage period of grass carp fish fillet volatile components[J]. Science and Technology of Food Industry,2020,9(14):260264.]

    CHEN S Y, LIU J. Ozone water treatment on cold storage period of grass carp fish fillet volatile components[J]. Science and Technology of Food Industry, 2020, 9(14): 260264.
    [31]
    胡燕燕. 羊肉电烤制工艺研究及其特征风味物质解析[D]. 石河子:石河子大学, 2023. [HU Y Y. Lamb electric baking technology research and its characteristics of flavor substances analysis[D]. Shihezi:Shihezi University, 2023.]

    HU Y Y. Lamb electric baking technology research and its characteristics of flavor substances analysis[D]. Shihezi: Shihezi University, 2023.
    [32]
    尹晶, 管卫兵, 石伟, 等. 中华绒螯蟹不同产品状态挥发性物质的研究[J]. 海洋湖沼通报,2023,45(6):66−74. [YIN J, GUAN W B, SHI W, et al. Study on volatile substances in different product states of Eriocheir sinensis[J]. Transactions of Oceanology and Limnology,2023,45(6):66−74.]

    YIN J, GUAN W B, SHI W, et al. Study on volatile substances in different product states of Eriocheir sinensis[J]. Transactions of Oceanology and Limnology, 2023, 45(6): 66−74.
    [33]
    SETH M, MONDAL P, GHOSH D, et al. The foul play of two dietary metabolites trimethylamine (TMA) and trimethylamine N-oxide (TMAO) on human health and the role of microbes in mitigating their effects[J]. Nutrire,2023,48(2):52. doi: 10.1186/s41110-023-00238-3
    [34]
    杨柳, 陈亚林, 徐宝才, 等. 基于HS-SPME-GC-MS与OAV对5种臭鳜鱼产品特征风味的分析[J]. 合肥工业大学学报(自然科学版),2023,46(9):1278−1283. [YANG L, CHEN Y L, XU B C, et al. Analysis of characteristic flavor of 5 kinds of stinky mandarin fish products based on HS-SPME-GC-MS and OAV[J]. Journal of Hefei University of Technology (Natural Science Edition),2023,46(9):1278−1283.]

    YANG L, CHEN Y L, XU B C, et al. Analysis of characteristic flavor of 5 kinds of stinky mandarin fish products based on HS-SPME-GC-MS and OAV[J]. Journal of Hefei University of Technology (Natural Science Edition), 2023, 46(9): 1278−1283.
    [35]
    崇云青. 白鲢鱼糜特征腥味物质及其与蛋白质结合作用机制研究[D]. 杭州:浙江工业大学, 2020. [CHONG Y Q. Study on characteristic odour substances of silver carp and their binding mechanism with protein[D]. Hangzhou:Zhejiang Gongshang University, 2020.]

    CHONG Y Q. Study on characteristic odour substances of silver carp and their binding mechanism with protein[D]. Hangzhou: Zhejiang Gongshang University, 2020.
    [36]
    顾赛麒, 唐锦晶, 周绪霞, 等. 腌腊鱼传统日晒干制过程中品质变化与香气形成[J]. 食品科学,2019,40(17):36−44. [GU S Q, TANG J J, ZHOU X X, et al. Quality change and aroma formation of preserved fish during traditional sun-drying[J]. Food Science,2019,40(17):36−44.]

    GU S Q, TANG J J, ZHOU X X, et al. Quality change and aroma formation of preserved fish during traditional sun-drying[J]. Food Science, 2019, 40(17): 36−44.
    [37]
    张进伟, 胡晓, 陈胜军, 等. 腌制方式对卵形鲳鲹理化指标及其挥发性风味成分的影响[J]. 水产学报, 2021, 45(7):1066−1079. [ZHANG J W, HU X, CHEN S J, et al. Effects of curing methods on physicochemical parameters and volatile flavor components of Pompano ovoides[J]. Journal of Fisheries of China, 2019, 45(7):1066−1079.]

    ZHANG J W, HU X, CHEN S J, et al. Effects of curing methods on physicochemical parameters and volatile flavor components of Pompano ovoides[J]. Journal of Fisheries of China, 2019, 45(7): 1066−1079.
    [38]
    周瑜, 陈舜胜. 利用大口黑鲈加工上海熏鱼的工艺及风味特点[J]. 水产学报,2022,46(12):2452−2466. [ZHOU Y, CHEN S S. Processing technology and flavor characteristics of Shanghai smoked fish from largemouth bass[J]. Journal of Fisheries of China,2022,46(12):2452−2466.]

    ZHOU Y, CHEN S S. Processing technology and flavor characteristics of Shanghai smoked fish from largemouth bass[J]. Journal of Fisheries of China, 2022, 46(12): 2452−2466.
    [39]
    沈菲, 罗瑞明, 丁丹, 等. 基于相对气味活度值法的新疆大盘鸡中主要挥发性风味物质分析[J]. 肉类研究, 2020, 34(8):46−50. [SHEN F, LUO R M, DING D, et al. Analysis of main volatile flavor compounds in Xinjiang dappan chickens based on relative odour activity value method [J]. Meat Research, 2019, 34(8):46−50.]

    SHEN F, LUO R M, DING D, et al. Analysis of main volatile flavor compounds in Xinjiang dappan chickens based on relative odour activity value method [J]. Meat Research, 2019, 34(8): 46−50.
    [40]
    李春萍, 吴佳佳, 李燕, 等. 臭鳜鱼的风味物质及风味活性物质分析[J]. 食品与发酵工业,2013,39(7):178−184. [LI C P, WU J J, LI Y, et al. Analysis of flavor substances and flavor active substances of smelly mandarin fish[J]. Food and Fermentation Industry,2013,39(7):178−184.]

    LI C P, WU J J, LI Y, et al. Analysis of flavor substances and flavor active substances of smelly mandarin fish[J]. Food and Fermentation Industry, 2013, 39(7): 178−184.
    [41]
    柯泽华. 臭鳜鱼风味物质鉴定及优选菌株对其风味的影响研究[D]. 邯郸:河北工程大学, 2021. [KE Z H. Study on the identification of flavor substances of stinky mandarin fish and the influence of selected strains on its flavor[D]. Handan:Hebei University of Engineering, 2021.]

    KE Z H. Study on the identification of flavor substances of stinky mandarin fish and the influence of selected strains on its flavor[D]. Handan: Hebei University of Engineering, 2021.
    [42]
    NAM Y D, YI S H, LIM S I. Bacterial diversity of cheonggukjang, a traditional Korean fermented food, analyzed by barcoded pyrosequencing[J]. Food Control,2012,28(1):135−142. doi: 10.1016/j.foodcont.2012.04.028
    [43]
    MONTEL M C, REITZ J, TALON R, et al. Biochemical activities of micrococcaceae and their effects on the aromatic profiles and odours of a dry sausage model[J]. Food Microbiology,1996,13(6):489−499. doi: 10.1006/fmic.1996.0056

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