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采用 16S rRNA 宏基因组测序技术探索和比较牛粪便、牛奶和血液中的细菌群落。

Exploration and comparison of bacterial communities present in bovine faeces, milk and blood using 16S rRNA metagenomic sequencing.

机构信息

Biomedical Sciences Department, Tshwane University of Technology, Pretoria, South Africa.

Unit for Environmental Sciences and Management, North-West University, Potchefstroom, South Africa.

出版信息

PLoS One. 2022 Aug 31;17(8):e0273799. doi: 10.1371/journal.pone.0273799. eCollection 2022.

Abstract

Cattle by-products like faeces, milk and blood have many uses among rural communities; aiding to facilitate everyday household activities and occasional rituals. Ecologically, the body sites from which they are derived consist of distinct microbial communities forming a complex ecosystem of niches. We aimed to explore and compare the faecal, milk and blood microbiota of cows through 16S rRNA sequencing. All downstream analyses were performed using applications in R Studio (v3.6.1). Alpha-diversity metrics showed significant differences between faeces and blood; faeces and milk; but non-significant between blood and milk using Kruskal-Wallis test, P < 0,05. The beta-diversity metrics on Principal Coordinate Analysis and Non-Metric Dimensional Scaling significantly clustered samples by type (PERMANOVA test, P < 0,05). The overall analysis revealed a total of 30 phyla, 74 classes, 156 orders, 243 families and 408 genera. Firmicutes, Bacteroidota and Proteobacteria were the most abundant phyla overall. A total of 58 genus-level taxa occurred concurrently between the body sites. The important taxa could be categorized into four potentially pathogenic clusters i.e. arthropod-borne; food-borne and zoonotic; mastitogenic; and metritic and abortigenic. A number of taxa were significantly differentially abundant (DA) between sites based on the Wald test implemented in DESeq2 package. Majority of the DA taxa (i.e. Romboutsia, Paeniclostridium, Monoglobus, Akkermansia, Turicibacter, Bacteroides, Candidatus_Saccharimonas, UCG-005 and Prevotellaceae_UCG-004) were significantly enriched in faeces in comparison to milk and blood, except for Anaplasma which was greatly enriched in blood and was in turn the largest microbial genus in the entire analysis. This study provides insights into the microbial community composition of the sampled body sites and its extent of overlapping. It further highlights the potential risk of disease occurrence and transmission between the animals and the community of Waaihoek in KwaZulu-Natal, Republic of South Africa pertaining to their unsanitary practices associated with the use of cattle by-products.

摘要

牛的副产品,如粪便、牛奶和血液,在农村社区中有许多用途;有助于促进日常家庭活动和偶尔的仪式。在生态方面,它们来源于不同的微生物群落,形成了一个复杂的生态位生态系统。我们旨在通过 16S rRNA 测序来探索和比较牛的粪便、牛奶和血液微生物组。所有下游分析均使用 R Studio(v3.6.1)中的应用程序进行。使用 Kruskal-Wallis 检验,α多样性指标显示粪便和血液之间;粪便和牛奶之间;但血液和牛奶之间没有显著差异,P<0.05。主坐标分析和非度量多维尺度分析的β多样性指标显著按类型聚类样本(PERMANOVA 检验,P<0.05)。总体分析共揭示了 30 个门、74 个纲、156 个目、243 个科和 408 个属。厚壁菌门、拟杆菌门和变形菌门是总体上最丰富的门。共有 58 个属水平分类群同时出现在身体部位之间。重要的分类群可以分为四个潜在的致病性群,即节肢动物传播;食源性病原体和人畜共患病;乳腺炎;和胎膜炎和流产性。根据 DESeq2 包中的 Wald 检验,许多分类群在基于站点显著差异丰度(DA)。基于 Wald 检验,许多分类群在站点之间显著差异丰度(DA)。大多数 DA 分类群(即 Romboutsia、Paeniclostridium、Monoglobus、Akkermansia、Turicibacter、Bacteroides、Candidatus_Saccharimonas、UCG-005 和 Prevotellaceae_UCG-004)在粪便中显著富集,与牛奶和血液相比,除了 Anaplasma,它在血液中大量富集,反过来也是整个分析中最大的微生物属。本研究提供了对采样体部位微生物群落组成及其重叠程度的深入了解。它进一步强调了在南非夸祖鲁-纳塔尔省的 Waaihoek 动物和社区之间发生疾病的潜在风险及其与牛副产品使用相关的不卫生做法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8df4/9432762/e7ef31c65062/pone.0273799.g001.jpg

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