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shotgun 宏基因组学和 16S rDNA 扩增子测序在人类肠道微生物组研究中的定量评估

Quantitative Assessment of Shotgun Metagenomics and 16S rDNA Amplicon Sequencing in the Study of Human Gut Microbiome.

机构信息

1 Department of Cellular Biotechnology and Hematology, Sapienza University , Rome, Italy .

2 ENEA, Italian National Agency for New Technologies , Energy and Sustainable Economic Development, Rome, Italy .

出版信息

OMICS. 2018 Apr;22(4):248-254. doi: 10.1089/omi.2018.0013.

Abstract

The analysis of microbiota composition in humans, animals, and built environments is important because of emerging roles and applications in a broad range of disease and ecological phenotypes. Next Generation Sequencing is the current method of choice to characterize microbial community composition. The taxonomic profile of a microbial community can be obtained either by shotgun analysis of random DNA fragments or through 16S ribosomal RNA gene (rDNA) amplicon sequencing. It has been previously shown that the 16S rDNA amplicon sequencing approach yields quantitatively and qualitatively different results compared to shotgun metagenomics when the two techniques are used to assess microbial community composition on the same samples. However, most of such comparisons were either based on the recovery of 16S rDNA sequences in the shotgun metagenomics data or limited to a single microbiome or synthetic samples. Direct comparison of shotgun metagenomics and 16S rDNA amplicon sequencing on the same samples was performed only once in the recent literature, suggesting that the two methods yield comparable results. Here, we set out to compare the outcome of these two alternative approaches to the microbiome characterization in human gut microbiomes from stool samples. To this end, we processed six different samples with both techniques. We report here that shotgun next generation sequencing metagenomics allows much deeper characterization of the microbiome complexity, allowing identification of a larger number of species for each sample, compared to 16S rDNA amplicon sequencing. Further comparative studies in independent samples are called for.

摘要

分析人类、动物和建筑环境中的微生物群落组成很重要,因为其在广泛的疾病和生态表型中具有新兴的作用和应用。下一代测序是目前用于描述微生物群落组成的首选方法。微生物群落的分类特征可以通过随机 DNA 片段的鸟枪法分析或通过 16S 核糖体 RNA 基因 (rDNA) 扩增子测序获得。此前已经表明,当两种技术用于评估相同样本中的微生物群落组成时,16S rDNA 扩增子测序方法与鸟枪法宏基因组学相比,产生了定量和定性不同的结果。然而,大多数此类比较要么基于在鸟枪法宏基因组学数据中恢复的 16S rDNA 序列,要么仅限于单个微生物组或合成样本。最近的文献中仅在一次直接比较了相同样本的鸟枪法宏基因组学和 16S rDNA 扩增子测序,表明这两种方法产生可比的结果。在这里,我们着手比较这两种替代方法对粪便样本中人类肠道微生物组特征的结果。为此,我们使用这两种技术处理了六个不同的样本。我们在此报告,与 16S rDNA 扩增子测序相比,鸟枪法下一代测序宏基因组学允许更深入地描述微生物组的复杂性,允许为每个样本鉴定出更多的物种。需要在独立样本中进行进一步的比较研究。

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