Anderson Chiron J, Koester Lucas R, Schmitz-Esser Stephan
Department of Animal Science, Iowa State University, Ames, IA, United States.
Interdepartmental Microbiology Graduate Program, Iowa State University, Ames, IA, United States.
Front Microbiol. 2021 Mar 15;12:625400. doi: 10.3389/fmicb.2021.625400. eCollection 2021.
In this meta-analysis, 17 rumen epithelial 16S rRNA gene Illumina MiSeq amplicon sequencing data sets were analyzed to identify a core rumen epithelial microbiota and core rumen epithelial OTUs shared between the different studies included. Sequences were quality-filtered and screened for chimeric sequences before performing closed-reference 97% OTU clustering, and 97% OTU clustering. Closed-reference OTU clustering identified the core rumen epithelial OTUs, defined as any OTU present in ≥ 80% of the samples, while the data was randomly subsampled to 10,000 reads per sample to generate phylum- and genus-level distributions and beta diversity metrics. 57 core rumen epithelial OTUs were identified including metabolically important taxa such as , and other , as well as sulfate-reducing bacteria and . Two OTUs ( and ) were core rumen epithelial OTUs, in contrast to rumen content where previous literature indicates they are rarely found. Two core OTUs were identified as the methanogenic archaea and . These core OTUs are consistently present across the many variables between studies which include different host species, geographic region, diet, age, farm management practice, time of year, hypervariable region sequenced, and more. When considering only cattle samples, the number of core rumen epithelial OTUs expands to 147, highlighting the increased similarity within host species despite geographical location and other variables. OTU clustering revealed highly similar rumen epithelial communities, predominated by , , and at the phylum level which comprised 79.7% of subsampled sequences. The 15 most abundant genera represented an average of 54.5% of sequences in each individual study. These abundant taxa broadly overlap with the core rumen epithelial OTUs, with the exception of which were abundant, but not identified within the core OTUs. Our results describe the core and abundant bacteria found in the rumen epithelial environment and will serve as a basis to better understand the composition and function of rumen epithelial communities.
在这项荟萃分析中,对17个瘤胃上皮16S rRNA基因的Illumina MiSeq扩增子测序数据集进行了分析,以确定不同研究之间共享的核心瘤胃上皮微生物群和核心瘤胃上皮操作分类单元(OTU)。在进行97%相似度的闭源OTU聚类之前,对序列进行了质量过滤和嵌合体序列筛选。闭源OTU聚类确定了核心瘤胃上皮OTU,定义为在≥80%的样本中出现的任何OTU,同时将数据随机下采样至每个样本10,000条读数,以生成门水平和属水平的分布以及β多样性指标。共鉴定出57个核心瘤胃上皮OTU,包括代谢重要类群,如……以及其他……,还有硫酸盐还原菌和……。两个OTU(……和……)是核心瘤胃上皮OTU,与瘤胃内容物相反,以往文献表明它们在瘤胃内容物中很少被发现。两个核心OTU被鉴定为产甲烷古菌……和……。这些核心OTU在不同研究的许多变量中始终存在,这些变量包括不同的宿主物种、地理区域、饮食、年龄、农场管理方式、一年中的时间、测序的高变区等等。仅考虑牛样本时,核心瘤胃上皮OTU的数量增加到147个,突出了宿主物种内尽管地理位置和其他变量不同但相似度增加的情况。OTU聚类显示瘤胃上皮群落高度相似,在门水平上以……、……和……为主,它们占下采样序列的79.7%。15个最丰富的属在每个单独研究中平均占序列的54.5%。这些丰富的类群与核心瘤胃上皮OTU广泛重叠,除了……,它们很丰富,但未在核心OTU中鉴定出来。我们的结果描述了瘤胃上皮环境中发现的核心和丰富细菌,将为更好地理解瘤胃上皮群落的组成和功能奠定基础。