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机器学习分析预培养对蜂蜜挥发性化合物动态限速步骤的影响。

Machine learning analysis of pre-culture effects on rate-limiting steps in volatile compound dynamics of Mead.

作者信息

Li Xian, Zhang Tiantian, Liu Ziwei, Jiao Meng, Li Qian, Gand Martin, Zhu Kexin, Qiao Yibing, Bai Wushuang, Guo Zisheng, Li Bin, Wang Yiran, Dong Jing, Li Binglin

机构信息

College of Food Science and Engineering, Northwest University, Xi'an 710069, China.

College of Petroleum and Chemical Engineering, Longdong University, Qingyang, Gansu 745000, China.

出版信息

Food Chem X. 2025 Feb 25;26:102313. doi: 10.1016/j.fochx.2025.102313. eCollection 2025 Feb.

DOI:10.1016/j.fochx.2025.102313
PMID:40109907
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11919604/
Abstract

A novel two-step fermentation process was developed to enhance mead flavor quality. Headspace Solid-Phase Microextraction Gas Chromatography-Mass Spectrometry (HS-SPME-GC-MS) with three columns was used to analyze the volatile profiles of meads, along with sensory evaluation and machine learning. Compared to traditional mead (TM), our novel mead (NM) reduced off-flavor compounds by 37.6 %, with isoamyl alcohol decreasing 1.26-fold and ethyl laurate 2.09-fold. Meanwhile, aromatic compounds increased by 39.41 %, with isoamyl acetate rising 3.31-fold, ethyl caproate 2.79-fold, and phenylethyl alcohol 1.69-fold. Sensory evaluation revealed a significant reduction in bitterness (41.1 %) and irritation (42.5 %), while fruity, sweet, and pleasantly sour flavors increased by 27.4 %, 36.9 %, and 45.5 % for NM. Key aroma compounds (benzaldehyde, 2,3-butanediol, cedrol) were identified via recombination and omission experiments. Dynamic monitoring and machine learning identified key rate-limiting steps, including the oxidation of benzeneacetaldehyde (phenylethyl alcohol synthesis), isovaleraldehyde (isoamyl alcohol synthesis), and the conversion of octanoic acid to decanoic acid.

摘要

开发了一种新型两步发酵工艺以提高蜂蜜酒的风味品质。采用配备三根色谱柱的顶空固相微萃取气相色谱 - 质谱联用仪(HS - SPME - GC - MS)分析蜂蜜酒的挥发性成分,并结合感官评价和机器学习进行研究。与传统蜂蜜酒(TM)相比,我们的新型蜂蜜酒(NM)中异味化合物减少了37.6%,其中异戊醇减少了1.26倍,月桂酸乙酯减少了2.09倍。同时,芳香族化合物增加了39.41%,其中乙酸异戊酯增加了3.31倍,己酸乙酯增加了2.79倍,苯乙醇增加了1.69倍。感官评价显示,NM的苦味(41.1%)和刺激性(42.5%)显著降低,而水果味、甜味和宜人的酸味分别增加了27.4%、36.9%和45.5%。通过重组和省略实验鉴定出关键香气化合物(苯甲醛、2,3 - 丁二醇、雪松醇)。动态监测和机器学习确定了关键限速步骤,包括苯乙醛的氧化(合成苯乙醇)、异戊醛(合成异戊醇)以及辛酸向癸酸的转化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/82bdf14debb0/gr7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/909389dcc50a/ga1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/512908bcf78e/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/6439af5d23f3/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/fbf423504a8b/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/ad2e6662f770/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/af80205c4d22/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/538de7fb51c9/gr6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/82bdf14debb0/gr7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/909389dcc50a/ga1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/512908bcf78e/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/6439af5d23f3/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/fbf423504a8b/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/ad2e6662f770/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/af80205c4d22/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/538de7fb51c9/gr6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/706f/11919604/82bdf14debb0/gr7.jpg

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本文引用的文献

1
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Food Chem. 2024 Mar 15;436:137748. doi: 10.1016/j.foodchem.2023.137748. Epub 2023 Oct 19.
2
Characterization of the differences in aroma-active compounds in strong-flavor Baijiu induced by bioaugmented Daqu using metabolomics and sensomics approaches.采用代谢组学和感官组学方法研究生物强化大曲对浓香型白酒香气活性成分差异的影响。
Food Chem. 2023 Oct 30;424:136429. doi: 10.1016/j.foodchem.2023.136429. Epub 2023 May 22.
3
Microbiome dataset of spontaneously fermented Ethiopian honey wine, .
埃塞俄比亚自发发酵蜂蜜酒的微生物组数据集
Data Brief. 2022 Mar 14;42:108022. doi: 10.1016/j.dib.2022.108022. eCollection 2022 Jun.
4
Characterization of the key aroma compounds in aged Chinese Xiaoqu Baijiu by means of the sensomics approach.采用感观组学方法分析陈酿小曲清香型白酒中的关键香气化合物。
Food Chem. 2022 Aug 1;384:132452. doi: 10.1016/j.foodchem.2022.132452. Epub 2022 Feb 12.
5
The Role of Yeasts and Lactic Acid Bacteria on the Metabolism of Organic Acids during Winemaking.酵母和乳酸菌在葡萄酒酿造过程中对有机酸代谢的作用。
Foods. 2020 Sep 3;9(9):1231. doi: 10.3390/foods9091231.
6
An organoleptic survey of meads made with lactic acid-producing yeasts.采用产乳酸酵母酿造的蜂蜜酒的感官评价调查。
Food Microbiol. 2019 Sep;82:398-408. doi: 10.1016/j.fm.2019.03.002. Epub 2019 Mar 15.
7
Effect of Fermentation Processing on the Flavor of Baijiu.发酵处理对白酒风味的影响。
J Agric Food Chem. 2018 Jun 6;66(22):5425-5432. doi: 10.1021/acs.jafc.8b00692. Epub 2018 May 22.
8
The Methylerythritol Phosphate Pathway to Isoprenoids.异戊烯焦磷酸途径。
Chem Rev. 2017 Apr 26;117(8):5675-5703. doi: 10.1021/acs.chemrev.6b00537. Epub 2016 Dec 20.
9
Characterization of the Key Odorants in Chinese Zhima Aroma-Type Baijiu by Gas Chromatography-Olfactometry, Quantitative Measurements, Aroma Recombination, and Omission Studies.采用气相色谱-嗅闻、定量测量、香气重组和嗅闻缺失研究法鉴定中国芝麻香型白酒的关键气味物质。
J Agric Food Chem. 2016 Jul 6;64(26):5367-74. doi: 10.1021/acs.jafc.6b01390. Epub 2016 Jun 24.
10
Chemical and sensory profiles of rosé wines from Australia.澳大利亚桃红葡萄酒的化学和感官特征
Food Chem. 2016 Apr 1;196:682-93. doi: 10.1016/j.foodchem.2015.09.111. Epub 2015 Oct 3.