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靶向宏基因组学与插入序列- 探针方法分析肺部微生物组的比较。

Comparison of targeted metagenomics and IS-Pro methods for analysing the lung microbiome.

机构信息

Department of Medical Microbiology, University of Pretoria, Pretoria, South Africa.

CAPHRI School for Public Health & Primary Care, Department of Medical Microbiology, Maastricht University Medical Centre, Maastricht, The Netherlands.

出版信息

BMC Microbiol. 2021 Aug 18;21(1):228. doi: 10.1186/s12866-021-02288-x.

Abstract

BACKGROUND

Targeted metagenomics and IS-Pro method are two of the many methods that have been used to study the microbiome. The two methods target different regions of the 16 S rRNA gene. The aim of this study was to compare targeted metagenomics and IS-Pro methods for the ability to discern the microbial composition of the lung microbiome of COPD patients.

METHODS

Spontaneously expectorated sputum specimens were collected from COPD patients. Bacterial DNA was extracted and used for targeted metagenomics and IS-Pro method. The analysis was performed using QIIME2 (targeted metagenomics) and IS-Pro software (IS-Pro method). Additionally, a laboratory cost per isolate and time analysis was performed for each method.

RESULTS

Statistically significant differences were observed in alpha diversity when targeted metagenomics and IS-Pro methods' data were compared using the Shannon diversity measure (p-value = 0.0006) but not with the Simpson diversity measure (p-value = 0.84). Distinct clusters with no overlap between the two technologies were observed for beta diversity. Targeted metagenomics had a lower relative abundance of phyla, such as the Proteobacteria, and higher relative abundance of phyla, such as Firmicutes when compared to the IS-Pro method. Haemophilus, Prevotella and Streptococcus were most prevalent genera across both methods. Targeted metagenomics classified 23 % (144/631) of OTUs to a species level, whereas IS-Pro method classified 86 % (55/64) of OTUs to a species level. However, unclassified OTUs accounted for a higher relative abundance when using the IS-Pro method (35 %) compared to targeted metagenomics (5 %). The two methods performed comparably in terms of cost and time; however, the IS-Pro method was more user-friendly.

CONCLUSIONS

It is essential to understand the value of different methods for characterisation of the microbiome. Targeted metagenomics and IS-Pro methods showed differences in ability in identifying and characterising OTUs, diversity and microbial composition of the lung microbiome. The IS-Pro method might miss relevant species and could inflate the abundance of Proteobacteria. However, the IS-Pro kit identified most of the important lung pathogens, such as Burkholderia and Pseudomonas and may work in a more diagnostics-orientated setting. Both methods were comparable in terms of cost and time; however, the IS-Pro method was easier to use.

摘要

背景

靶向宏基因组学和 IS-Pro 方法是用于研究微生物组的众多方法中的两种。这两种方法针对的是 16S rRNA 基因的不同区域。本研究旨在比较靶向宏基因组学和 IS-Pro 方法在识别 COPD 患者肺部微生物组的微生物组成方面的能力。

方法

从 COPD 患者中采集自发咳出的痰液标本。提取细菌 DNA,用于靶向宏基因组学和 IS-Pro 方法。使用 QIIME2(靶向宏基因组学)和 IS-Pro 软件(IS-Pro 方法)进行分析。此外,还对每种方法的每个分离物的实验室成本和时间进行了分析。

结果

使用 Shannon 多样性测量值比较靶向宏基因组学和 IS-Pro 方法的数据时,观察到 alpha 多样性存在统计学显著差异(p 值=0.0006),但使用 Simpson 多样性测量值时无差异(p 值=0.84)。β多样性观察到两种技术之间没有重叠的独特聚类。与 IS-Pro 方法相比,靶向宏基因组学的优势在于相对丰度较低的菌门,如 Proteobacteria,相对丰度较高的菌门,如 Firmicutes。Haemophilus、Prevotella 和 Streptococcus 是两种方法中最常见的属。靶向宏基因组学将 23%(144/631)的 OTU 分类到种水平,而 IS-Pro 方法将 86%(55/64)的 OTU 分类到种水平。然而,使用 IS-Pro 方法时,未分类的 OTU 相对丰度更高(35%),而靶向宏基因组学(5%)则较低。两种方法在成本和时间方面表现相当,但 IS-Pro 方法更便于使用。

结论

了解不同方法在微生物组特征描述方面的价值至关重要。靶向宏基因组学和 IS-Pro 方法在识别和描述 OTU、多样性和肺部微生物组的微生物组成方面表现出差异。IS-Pro 方法可能会错过相关物种,并可能夸大 Proteobacteria 的丰度。然而,IS-Pro 试剂盒可以识别大多数重要的肺部病原体,如 Burkholderia 和 Pseudomonas,并且可能更适用于以诊断为导向的环境。两种方法在成本和时间方面相当,但 IS-Pro 方法更易于使用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8dde/8371770/a6c817f5840b/12866_2021_2288_Fig1_HTML.jpg

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