Variation in Raw Milk Microbiota Throughout 12 Months and the Impact of Weather Conditions

被引:146
作者
Li, Nan [1 ]
Wang, Yuezhu [2 ]
You, Chunping [1 ]
Ren, Jing [1 ]
Chen, Wanyi [1 ]
Zheng, Huajun [2 ,3 ]
Liu, Zhenmin [1 ]
机构
[1] Bright Dairy & Food Co Ltd, Synerget Innovat Ctr Food Safety & Nutr, Shanghai Engn Res Ctr Dairy Biotechnol, State Key Lab Dairy Biotechnol,Dairy Res Inst, Shanghai 200436, Peoples R China
[2] Chinese Natl Human Genome Ctr Shanghai, Shanghai MOST Key Lab Hlth & Dis Genom, Shanghai 201203, Peoples R China
[3] Fudan Univ, Shanghai Inst Planned Parenthood Res, Key Lab Reprod Regulat NPFPC, IRD, Shanghai 200032, Peoples R China
关键词
BULK TANK MILK; ANTIMICROBIAL SUSCEPTIBILITY; MICROBIOLOGICAL QUALITY; BACTERIA; COMMUNITIES; PREVALENCE; RESISTANCE; SPORES;
D O I
10.1038/s41598-018-20862-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Milk microbiota has a great influence on the safety and quality of dairy products. However, few studies have investigated the variations of bacterial composition in raw milk. In this study, raw milk samples were collected in 12 successive months, and their bacterial compositions were determined by 16 S rRNA gene sequencing. The highest diversity of bacterial composition was detected in June, while the lowest was in December. Firmicutes, Proteobacteria and Actinobacteria were the most abundant phyla and exhibited a counter-balanced relationship. Pseudomonas, Lactococcus and Acinetobacter were the most prevalent genera (>1%), and a tiny core microbiota (Acinetobacter and Pseudomonas) was observed. Temperature and humidity were the determining factors for most variation in bacterial compositions at both the phylum and genus levels. Higher abundances of Pseudomonas, Propionibacterium and Flavobacterium were correlated with low temperature. Furthermore, Pseudomonas/Propionibacterium and Lactobacillus/Bifidobacterium were two pairs of genera that had synergistic effects. Associations between the microbiota and milk quality parameters were analyzed. The abundances of Propionibacterium and Pseudoalteromonas were negatively correlated to total bacterial count, which meant that they helped to maintain milk quality, while a series of environmental microorganisms contributed to the spoilage of raw milk.
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页数:10
相关论文
共 46 条
[41]   Biodiversity of refrigerated raw milk microbiota and their enzymatic spoilage potential [J].
von Neubeck, Mario ;
Baur, Claudia ;
Krewinkel, Manuel ;
Stoeckel, Marina ;
Kranz, Bertolt ;
Stressler, Timo ;
Fischer, Lutz ;
Hinrichs, Joerg ;
Scherer, Siegfried ;
Wenning, Mareike .
INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2015, 211 :57-65
[42]   Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy [J].
Wang, Qiong ;
Garrity, George M. ;
Tiedje, James M. ;
Cole, James R. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2007, 73 (16) :5261-5267
[43]   Statistical Methods for Detecting Differentially Abundant Features in Clinical Metagenomic Samples [J].
White, James Robert ;
Nagarajan, Niranjan ;
Pop, Mihai .
PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (04)
[44]  
Zhang F., 2017, J DAIRY SCI, V100, P1
[45]   Altered Gut Microbiota Composition Associated with Eczema in Infants [J].
Zheng, Huajun ;
Liang, Hong ;
Wang, Yuezhu ;
Miao, Maohua ;
Shi, Tao ;
Yang, Fen ;
Liu, Enuo ;
Yuan, Wei ;
Ji, Zai-Si ;
Li, De-Kun .
PLOS ONE, 2016, 11 (11)
[46]   Bacterial microbiota compositions of naturally fermented milk are shaped by both geographic origin and sample type [J].
Zhong, Z. ;
Hou, Q. ;
Kwok, L. ;
Yu, Z. ;
Zheng, Y. ;
Sun, Z. ;
Menghe, B. ;
Zhang, H. .
JOURNAL OF DAIRY SCIENCE, 2016, 99 (10) :7832-7841