Bacterial Diversity in Fresh Milk from Commercial Dairy Farms in Xinjiang, China, Based on Metagenomic Sequencing Analysis

Author:

SUN Yingni1,LUO Zhijie2,ZHANG Hui2,ZHOU Xia2

Affiliation:

1. The University of Sydney

2. Shihezi University

Abstract

Abstract

Background The nutritional value and microbial diversity of fresh milk are shaped by the cows' environment and biological processes, leading to varied microbial profiles that can influence milk quality, fermentation, spoilage, and health outcomes. Analysing the microbial composition of milk can provide insights into its nutritional value and potential effects on human health. To this end, we investigated microbial composition on fresh milk, gathered from seven large-scale dairy farms in the southern and northern regions of Xinjiang, using metagenomic sequencing technology. Results Our findings indicated that the main phyla were Firmicutes, Proteobacteria, and Actinobacteria, with abundances of 7.57–7.76%, 5.60–5.78%, and 2.26–2.29%, respectively. At the genus level, the genera with the highest relative abundances were Sporosarcina, Streptococcus, and Escherichia, with relative abundances of 2.51–2.58%, 2.23–2.27%, and 1.93–1.97% respectively. When exploring species richness, it was observed that the XN group had the most operational taxonomic units, while the DR group had the fewest. Additionally, there were significant differences in the community structure between the ND group and the other six groups. Further, alpha diversity analysis revealed no significant variation in Chao1 indices across the seven sample groups, highlighting a significant difference in the Shannon index for ND samples and no significant differences in Shannon indices between the CJ, JY, KT, DR, and TR samples. The top three relative abundances in the microbial metagenome KEGG functional library were biological systems, human diseases, and environmental information processing; additionally, within the carbohydrate-active enzyme database, the three most abundant categories were glycosyltransferases, glycoside hydrolases, and carbohydrate-binding modules. Conclusions By identifying the significant differences in the microbial prevalence between milk obtained from different regions, this study demonstrated the microbial spectrum characteristics of fresh milk from Southern and Northern Xinjiang, offering a theoretical foundation for enhancing the quality of fresh milk in the area.

Publisher

Springer Science and Business Media LLC

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3