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食品研究与开发:2022,43(21):176-183
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后火低温大曲曲皮和曲心细菌多样性及基因功能预测
(1.湖北文理学院湖北省食品配料工程技术研究中心,湖北 襄阳 441053;2.襄阳市酿酒生物技术与应用企校联合创新中心,湖北 襄阳 441053;3.清香型白酒生物技术襄阳市重点实验室,湖北 襄阳 441053)
Bacterial Diversity and Gene Functional Prediction in Different Parts of Houhuo Low-temperature Daqu
(1.Hubei Provincial Engineering and Technology Research Center for Food Ingredients,Hubei University of Arts and Science,Xiangyang 441053,Hubei,China;2.Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center,Xiangyang 441053,Hubei,China;3.Xiangyang Fen-flavor Baijiu Biotechnology Key Laboratory,Xiangyang 441053,Hubei,China)
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投稿时间:2021-08-16    
中文摘要: 采用Illumina MiSeq高通量测序技术对后火低温大曲曲皮和曲心的细菌多样性进行解析,并采用PICRUSt对其基因功能进行预测。α多样性分析发现,曲皮中细菌类群丰度和物种多样性均高于曲心。在属水平上,链霉菌属(Streptomyces)、乳杆菌属(Lactobacillus)、泛菌属(Pantoea)、欧氏杆菌属(Erwinia)和肠杆菌属(Enterobacter)的含量在曲皮中极显著偏高(P<0.001);糖多孢菌属(Saccharopolyspora)和高温放线菌属(Thermoactinomyces)含量在曲心中显著偏高(P<0.05);芽孢杆菌属(Bacillus)在曲心中极显著偏高(P<0.001)。经β多样性发现,曲皮和曲心样品间差异极显著(P<0.001)。在分类操作单元(operational taxonomic units,OTU)水平上,曲皮和曲心中共有大量的核心OTU细菌类群,同时存在部分独特的细菌类群,但其含量较少。经LEfSe(linear discriminant analysis effect size)分析发现导致差异的菌群主要为Streptomyces和Bacillus等优势细菌属。PICRUSt分析发现氨基酸转运和代谢、碳水化合物运输和代谢以及转录在后火大曲细菌类群中有较高表达,曲皮中细菌在细胞骨架的表达上非常显著偏高(P<0.01)。由此可见,曲皮和曲心中细菌群落结构差异显著,后火低温大曲中具有较强的氨基酸转运和代谢、碳水化合物运输和代谢以及转录功能的细菌类群。
Abstract:In this study,Illumina MiSeq high-throughput sequencing technique was used to analyze the bacterial diversity in Daqu skin and Daqu heart of Houhuo low-temperature Daqu.PICRUSt was applied to predict the gene functions.α diversity analysis found that both bacterial taxa abundance and diversity of species in Daqu skin were higher than in Daqu heart.At the genus level,Streptomyces,Lactobacillus,Pantoea,Erwinia,and Enterobacter were extremely abundant in Daqu skin(P<0.001),while Saccharopolyspora and Thermoactinomyces were significantly abundant in Daqu heart(P<0.05).Bacillus was extremely abundant in Daqu heart(P<0.001).β diversity analysis found that there were significant differences between Daqu skin and Daqu heart samples(P<0.001).At the level of operational taxonomic units(OTU),there were a large number of core OTU bacterial taxa in the Daqu skin and Daqu heart,while some unique bacterial taxa existed with less content.After linear discriminative analysis effect size(LEfSe)analysis,the flora that resulted in the difference was mainly the dominant bacterial genera such as Streptomyces and Bacillus.PICRUSt identified that amino acid transport and metabolism,carbohydrate transport and metabolism,and transcription were highly expressed among bacterial taxa in Houhuo low-temperature Daqu,and bacteria in Daqu skin showed extremely high expression of in the cytoskeleton(P<0.01).In conclusion,the bacterial community structures in the Daqu skin and Daqu heart were significantly different,and the bacterial taxa in the Houhuo low-temperature Daqu had strong functions of amino acid transport and metabolism,and carbohydrate transport and metabolism,and transcription.
文章编号:202221023     中图分类号:    文献标志码:
基金项目:襄阳市市级重大科技计划项目(2020AAS002141);湖北文理学院教师科研能力培育基金“科技创新团队”(2020kypytd009)
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