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纳米孔 R10.4 在粪便中检测 bla/bla 抗菌药物耐药基因及其遗传环境。

Nanopore R10.4 metagenomic detection of bla/bla antimicrobial resistance genes and their genetic environments in stool.

机构信息

Institute for Infectious Diseases (IFIK), University of Bern, Bern, Switzerland.

Graduate School of Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland.

出版信息

Nat Commun. 2024 Aug 28;15(1):7450. doi: 10.1038/s41467-024-51929-y.

Abstract

The increasing prevalence of gut colonization with CTX-M extended-spectrum β-lactamase- and/or DHA plasmid-mediated AmpC-producing Escherichia coli is a concern. Here, we evaluate Nanopore-shotgun metagenomic sequencing (Nanopore-SMS) latest V14 chemistry to detect bla and bla genes from healthy stools. We test 25 paired samples characterized with culture-based methods (native and pre-enriched). Antimicrobial resistant genes (ARGs) are detected from reads and meta-assembled genomes (MAGs) to determine their associated genetic environments (AGEs). Sensitivity and specificity of native Nanopore-SMS are 61.1% and 100%, compared to 81.5% and 75% for pre-enriched Nanopore-SMS, respectively. Native Nanopore-SMS identifies only one sample with an AGE, whereas pre-enriched Nanopore-SMS recognizes 9/18 plasmids and 5/9 E. coli chromosomes. Pre-enriched Nanopore-SMS identifies more ARGs than native Nanopore-SMS (p < 0.001). Notably, bla and bla AGEs (plasmid and chromosomes) are identified within 1 hour of sequencing. Furthermore, microbiota analyses show that pre-enriched Nanopore-SMS results in more E. coli classified reads (47% vs. 3.1%), higher differential abundance (5.69 log fold) and lower Shannon diversity index (p < 0.0001). Nanopore-SMS has the potential to be used for intestinal colonization screening. However, sample pre-enrichment is necessary to increase sensitivity. Further computational improvements are needed to reduce the turnaround time for clinical applications.

摘要

CTX-M 型扩展谱β-内酰胺酶和/或 DHA 质粒介导的 AmpC 型大肠埃希菌在肠道中的定植率不断上升,令人担忧。在此,我们评估了最新的 V14 化学纳米孔 shotgun 宏基因组测序(Nanopore-SMS)技术,以检测健康粪便中的 bla 和 bla 基因。我们测试了 25 对用基于培养的方法(天然和预富集)进行特征描述的配对样本。从读数和宏基因组(MAG)中检测到抗生素耐药基因(ARGs),以确定其相关的遗传环境(AGEs)。与预富集 Nanopore-SMS 的 81.5%和 75%相比,天然 Nanopore-SMS 的敏感性和特异性分别为 61.1%和 100%。与预富集 Nanopore-SMS 相比,天然 Nanopore-SMS 仅识别出一个具有 AGE 的样本,而预富集 Nanopore-SMS 则识别出 9/18 个质粒和 5/9 个大肠埃希菌染色体。预富集 Nanopore-SMS 鉴定出的 ARGs 多于天然 Nanopore-SMS(p<0.001)。值得注意的是,bla 和 bla AGEs(质粒和染色体)在测序 1 小时内即可识别。此外,微生物组分析表明,预富集 Nanopore-SMS 导致更多的大肠埃希菌分类读数(47%比 3.1%)、更高的差异丰度(5.69 对数倍)和更低的香农多样性指数(p<0.0001)。Nanopore-SMS 具有用于肠道定植筛选的潜力。然而,需要进行样品预富集以提高敏感性。需要进一步的计算改进来减少临床应用的周转时间。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dd8/11358271/0e7efc4cf83e/41467_2024_51929_Fig1_HTML.jpg

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