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利用宏转录组、高通量16S rRNA和ITS基因测序技术分析中国浓香型白酒生产用发酵粮中微生物群落的组成和代谢活性。

Profiling the composition and metabolic activities of microbial community in fermented grain for the Chinese strong-flavor Baijiu production by using the metatranscriptome, high-throughput 16S rRNA and ITS gene sequencings.

作者信息

Hu Xiaolong, Wang Kangli, Chen Mengen, Fan Jianhui, Han Suna, Hou Jianguang, Chi Lei, Liu Yupeng, Wei Tao

机构信息

College of Food and Bio-engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China; Postdoctoral Research & Development Base, Yangshao Distillery Co., Ltd., Mianchi 472400, China; College of Life Sciences, Institute of Microbial Engineering, Henan University, Kaifeng 475004, China.

College of Food and Bio-engineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China.

出版信息

Food Res Int. 2020 Dec;138(Pt A):109765. doi: 10.1016/j.foodres.2020.109765. Epub 2020 Oct 2.

Abstract

The composition and function of microbial community analyzed by sequencing 16S rRNA/ITS gene amplicons (DNA level) were compared with those derived by using metatranscriptome sequencing (RNA level) from the same fermented grain (FG) sample, which obtained from the key fermentation time point during the Chinese strong-flavor Baijiu (CSFB) production process. The results showed that the fungi with the highest relative abundance was Saccharomyces (RNA: 83.15%, DNA: 89.74%) at the two levels. The most abundant bacterium was Kroppenstedtia (37.09%) detected only at the DNA level, while it was Streptococcus (93.75%) at the RNA level, indicating that the structures of prokaryotic communities at the two levels were quite different. For the microbial functions, a large proportion of genes of FG microorganisms related to "Metabolism" function were observed both by using PICRUSt2 analysis (DNA level) and metatranscriptome analysis (RNA level), and especially enriched in "Carbohydrate metabolism". While the proportions of genes involved in some functions were different, such as "Replication and repair", "Membrane transport" and "Environmental adaptation", with high proportions of genes involved in at the DNA level when compared those at the RNA level. Furthermore, Saccharomyces cerevisiae was the most active microbe in the top15 pathways, followed by Torulaspora dellbrueckii. During the conversion of starch to ethanol, S. cerevisiae showed high metabolic capacity, and cooperated with other microorganisms to convert pyruvate to acetaldehyde directly or through acetyl-CoA and acetate, and then acetaldehyde to ethanol. As far as we know, this is a first study to profile the microbial community and metabolic features in FG of CSFB by using a combination of DNA- and RNA- based technologies. Our findings could provide useful insights for further understanding the active microbial function, metabolic pathways and fermentation mechanism in the FG ecosystem during CSFB fermentation.

摘要

通过对16S rRNA/ITS基因扩增子(DNA水平)进行测序分析的微生物群落组成和功能,与使用来自同一发酵粮醅(FG)样品的宏转录组测序(RNA水平)所得到的结果进行了比较,该发酵粮醅样品取自中国浓香型白酒(CSFB)生产过程中的关键发酵时间点。结果表明,在两个水平上相对丰度最高的真菌均为酿酒酵母(RNA:83.15%,DNA:89.74%)。在DNA水平上检测到的最丰富的细菌是克氏菌属(37.09%),而在RNA水平上则是链球菌属(93.75%),这表明两个水平上原核生物群落的结构差异很大。对于微生物功能,通过PICRUSt2分析(DNA水平)和宏转录组分析(RNA水平)均观察到FG微生物中很大一部分与“代谢”功能相关的基因,并且尤其在“碳水化合物代谢”中富集。然而,参与某些功能的基因比例有所不同,例如“复制与修复”、“膜运输”和“环境适应”,与RNA水平相比,DNA水平上参与这些功能的基因比例较高。此外,酿酒酵母是前15条通路中最活跃的微生物,其次是戴尔布有孢圆酵母。在淀粉转化为乙醇期间,酿酒酵母表现出高代谢能力,并与其他微生物协同作用,将丙酮酸直接或通过乙酰辅酶A和乙酸盐转化为乙醛,然后将乙醛转化为乙醇。据我们所知,这是首次使用基于DNA和RNA的技术组合来剖析CSFB的FG中的微生物群落和代谢特征的研究。我们的发现可为进一步了解CSFB发酵期间FG生态系统中的活性微生物功能、代谢途径和发酵机制提供有用的见解。

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