应用纳米孔测序技术准确鉴定生物气溶胶源细菌菌落

IF 2.8 Q3 ENVIRONMENTAL SCIENCES Environmental science: atmospheres Pub Date : 2024-05-23 DOI:10.1039/D3EA00175J
Austin Marshall, Daniel T. Fuller, Paul Dougall, Kavindra Kumaragama, Suresh Dhaniyala and Shantanu Sur
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摘要

生物气溶胶样本的特点是生物量极低,因此基于培养基的检测仍是一种可靠且可接受的技术,用于识别和量化这些样本中的微生物。这一过程通常包括将样品接种到琼脂平板上产生细菌菌落,然后通过对 PCR 扩增的目标基因进行 DNA 测序来鉴定菌落。Sanger 方法通常是测序的默认选择,但在鉴定生物气溶胶中细菌聚集可能形成的多物种微生物菌落时,其应用可能会受到限制。在这项工作中,我们比较了桑格测序技术和 MinION 纳米孔测序技术在利用 16S rRNA 基因分析鉴定生物气溶胶细菌菌落方面的应用。我们发现,在所检测的 7 个菌落中,有 5 个菌落的两种技术都表明存在相同的细菌属。对于剩下的一个菌落,噪声较大的 Sanger 电图未能生成有意义的序列,但纳米孔测序确定它是两个细菌属的混合物。对于剩下的另一个菌落,桑格测序结果表明它是一个单一的菌属,序列比对较高,电泳图也很清晰;但是,纳米孔测序结果表明它存在第二个含量较少的菌属。使用模拟菌落进一步证实了这些发现,发现纳米孔测序是准确分类模拟多菌种菌落中单个细菌成分的优越方法。我们的研究结果表明,在基于培养基的生物气溶胶样本分析中,使用纳米孔测序比使用 Sanger 方法更有优势,因为直接接种到培养板上可能会导致多菌种菌落的形成。
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Application of nanopore sequencing for accurate identification of bioaerosol-derived bacterial colonies

Bioaerosol samples are characterized by very low biomass, so culture-based detection remains a reliable and acceptable technique to identify and quantify microbes present in these samples. The process typically involves the generation of bacterial colonies by inoculating the sample on an agar plate, followed by the identification of colonies through DNA sequencing of a PCR-amplified targeted gene. The Sanger method is often the default choice for sequencing, but its application might be limited in identifying multi-species microbial colonies that could potentially form from bacterial aggregates present in bioaerosols. In this work, we compared Sanger and MinION nanopore sequencing techniques in identifying bioaerosol-derived bacterial colonies using 16S rRNA gene analysis. We found that for five out of the seven colonies examined, both techniques indicated the presence of the same bacterial genus. For one of the remaining colonies, a noisy Sanger electropherogram failed to generate a meaningful sequence, but nanopore sequencing identified it to be a mix of two bacterial genera. For the other remaining colony, the Sanger sequencing suggested a single genus with a high sequence alignment and clean electropherogram; however, the nanopore sequencing suggested the presence of a second less abundant genus. These findings were further corroborated using mock colonies, where nanopore sequencing was found to be a superior method in accurately classifying individual bacterial components in mock multispecies colonies. Our results show the advantage of using nanopore sequencing over the Sanger method for culture-based analysis of bioaerosol samples, where direct inoculation to a culture plate could lead to the formation of multispecies colonies.

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