Junli Liu, Wei Zhao, Aixia Zhang, Pengliang Li, Jingke Liu
{"title":"通过元基因组分析狐尾粟面团发酵过程中细菌群落的动态和功能","authors":"Junli Liu, Wei Zhao, Aixia Zhang, Pengliang Li, Jingke Liu","doi":"10.1016/j.jfutfo.2023.11.006","DOIUrl":null,"url":null,"abstract":"<div><p>Sourdough flavors were closely related to microbial metabolism. The microbial diversity of foxtail millet dough during fermentation has never been studied. Here, the metabolic potential and diversity of the bacterial community were analyzed by metagenomic during dough fermentation. Firmicutes was the dominant phylum in the dough, within heterofermentative lactic acid bacteria (<em>e.g</em>., <em>Companilactobacillus, Limosilactobacillus, Pediococcus</em> and <em>Lactobacillus</em>) as the most abundant bacteria. Proteobacteria was gradually inhibited after fermentation. <em>Companilactobacillus_crustorum</em> was notably found abundant during dough leavening. <em>Limosilactobacillus_fermentum</em> increased markedly during fermentation, while <em>Companilactobacillus_crustorum</em> decreased significantly. For further exploration, genes associated with metabolism were annotated through metagenomics. <em>Limosilactobacillus, Companilactobacillus</em> and <em>Pediococcus</em> were actively engaged in glycolysis (ko00010), starch and sucrose metabolism (ko00500), and pyruvate metabolism (ko00620), leading in part to lactic and acetic acid accumulations and dough acidification. <em>Limosilactobacillus</em> and <em>Lactiplantibacillus</em> were the main contributors to key aminopeptidases or/and transaminases involved in amino acid metabolism, which was responsible for flavor metabolite formation. This study will provide an enhanced understanding of the predominance and diversity of dough bacterial communities, and contribute to future strain screening in the dough for better flavor.</p></div>","PeriodicalId":100784,"journal":{"name":"Journal of Future Foods","volume":"4 4","pages":"Pages 343-352"},"PeriodicalIF":5.2000,"publicationDate":"2023-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772566923000897/pdfft?md5=b91da531e35dd0859b53649a56cdb04e&pid=1-s2.0-S2772566923000897-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Dynamics and functionalities of bacterial community during foxtail millet dough fermentation by metagenomic analysis\",\"authors\":\"Junli Liu, Wei Zhao, Aixia Zhang, Pengliang Li, Jingke Liu\",\"doi\":\"10.1016/j.jfutfo.2023.11.006\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Sourdough flavors were closely related to microbial metabolism. The microbial diversity of foxtail millet dough during fermentation has never been studied. Here, the metabolic potential and diversity of the bacterial community were analyzed by metagenomic during dough fermentation. Firmicutes was the dominant phylum in the dough, within heterofermentative lactic acid bacteria (<em>e.g</em>., <em>Companilactobacillus, Limosilactobacillus, Pediococcus</em> and <em>Lactobacillus</em>) as the most abundant bacteria. Proteobacteria was gradually inhibited after fermentation. <em>Companilactobacillus_crustorum</em> was notably found abundant during dough leavening. <em>Limosilactobacillus_fermentum</em> increased markedly during fermentation, while <em>Companilactobacillus_crustorum</em> decreased significantly. For further exploration, genes associated with metabolism were annotated through metagenomics. <em>Limosilactobacillus, Companilactobacillus</em> and <em>Pediococcus</em> were actively engaged in glycolysis (ko00010), starch and sucrose metabolism (ko00500), and pyruvate metabolism (ko00620), leading in part to lactic and acetic acid accumulations and dough acidification. <em>Limosilactobacillus</em> and <em>Lactiplantibacillus</em> were the main contributors to key aminopeptidases or/and transaminases involved in amino acid metabolism, which was responsible for flavor metabolite formation. This study will provide an enhanced understanding of the predominance and diversity of dough bacterial communities, and contribute to future strain screening in the dough for better flavor.</p></div>\",\"PeriodicalId\":100784,\"journal\":{\"name\":\"Journal of Future Foods\",\"volume\":\"4 4\",\"pages\":\"Pages 343-352\"},\"PeriodicalIF\":5.2000,\"publicationDate\":\"2023-12-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2772566923000897/pdfft?md5=b91da531e35dd0859b53649a56cdb04e&pid=1-s2.0-S2772566923000897-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Future Foods\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2772566923000897\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"FOOD SCIENCE & TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Future Foods","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2772566923000897","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
Dynamics and functionalities of bacterial community during foxtail millet dough fermentation by metagenomic analysis
Sourdough flavors were closely related to microbial metabolism. The microbial diversity of foxtail millet dough during fermentation has never been studied. Here, the metabolic potential and diversity of the bacterial community were analyzed by metagenomic during dough fermentation. Firmicutes was the dominant phylum in the dough, within heterofermentative lactic acid bacteria (e.g., Companilactobacillus, Limosilactobacillus, Pediococcus and Lactobacillus) as the most abundant bacteria. Proteobacteria was gradually inhibited after fermentation. Companilactobacillus_crustorum was notably found abundant during dough leavening. Limosilactobacillus_fermentum increased markedly during fermentation, while Companilactobacillus_crustorum decreased significantly. For further exploration, genes associated with metabolism were annotated through metagenomics. Limosilactobacillus, Companilactobacillus and Pediococcus were actively engaged in glycolysis (ko00010), starch and sucrose metabolism (ko00500), and pyruvate metabolism (ko00620), leading in part to lactic and acetic acid accumulations and dough acidification. Limosilactobacillus and Lactiplantibacillus were the main contributors to key aminopeptidases or/and transaminases involved in amino acid metabolism, which was responsible for flavor metabolite formation. This study will provide an enhanced understanding of the predominance and diversity of dough bacterial communities, and contribute to future strain screening in the dough for better flavor.