中国乳品工业2024,Vol.52Issue(7) :17-22,34.DOI:10.19827/j.issn1001-2230.2024.07.003

基于高通量测序对乳粉加工过程中微生物的研究

High-throughput sequencing analysis of microbial diversity and succession in dairy powder processing

韩闯闯 熊丽娜 鲍文娜 何光华 李归浦 储小军 刘士旺
中国乳品工业2024,Vol.52Issue(7) :17-22,34.DOI:10.19827/j.issn1001-2230.2024.07.003

基于高通量测序对乳粉加工过程中微生物的研究

High-throughput sequencing analysis of microbial diversity and succession in dairy powder processing

韩闯闯 1熊丽娜 2鲍文娜 1何光华 1李归浦 2储小军 2刘士旺1
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作者信息

  • 1. 浙江科技学院,杭州 310023;浙江省农产品化学与生物加工技术重点实验室,杭州 310023
  • 2. 贝因美食品研究院有限公司,杭州 310000
  • 折叠

摘要

文章利用Illumina Miseq高通量测序技术对乳粉加工过程中微生物多样性进行分析.结果显示,在整个加工过程中存在21个细菌门和 339 个细菌属.其中,优势菌门分别为 Firmicutes、Proteobacteria、Bacteroidota、Actinobacteriota;优势菌属分别为 Streptococcus、Lacto-coccus、Enterococcus、Bacillus.同时还发现了全部样品组中普遍存在的Clade_Ia和Ralstonia菌属.通过主成分分析,发现每个样品中的微生物构成具有高度的相似性和稳定性.物种丰度聚类热图进一步揭示原料乳是微生物的主要来源,配料处理是微生物污染的关键环节.研究还表明,在乳粉加工过程中,微生物群落结构和多样性呈下降趋势.通过探讨加工过程中微生物的变化规律以及样本间的相互联系,为今后研究乳粉加工过程中微生物多样性提供基础.

Abstract

This article utilized Illumina Miseq high-throughput sequencing technology to conduct an in-depth analysis of microbial diversity in processed milk powder.The research revealed the presence of 21 bacterial phyla and 339 bacterial genera throughout the entire processing.Addi-tionally,we identified four dominant phyla,namely Firmicutes,Proteobacteria,Bacteroidota,and Actinobacteriota,along with dominant genera including Streptococcus,Lactococcus,Enterococcus,and Bacillus.We also discovered the widespread presence of Clade_Ia and Ralstonia genera across all sample groups.Principal component analysis revealed high similarity and stability in microbial compositions across each sample.The species abun-dance heatmap further revealed that raw milk serves as the primary source of microbes,while ingredient processing is a critical step in microbial contamination.The study also indicated a decreasing trend in microbial community structure and diversity during milk powder processing.By ex-ploring the dynamics of microbial changes during processing and the interrelationships between samples,this research lays the foundation for future studies on microbial diversity in milk powder processing.

关键词

乳粉/高通量测序/微生物多样性/微生物演替规律

Key words

dairy powder/high-throughput sequencing/microbial diversity/microbial succession pattern

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基金项目

杭州市钱江特聘专项课题(SHTJY202003270004)

出版年

2024
中国乳品工业
黑龙江乳品工业技术开发中心,中国乳制品工业协会

中国乳品工业

CSTPCD北大核心
影响因子:0.41
ISSN:1001-2230
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