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评估基于 Oxford Nanopore 测序的长读段 shotgun 宏基因组学的 DNA 提取试剂盒,用于快速进行分类和抗菌药物耐药性检测。

Evaluation of DNA extraction kits for long-read shotgun metagenomics using Oxford Nanopore sequencing for rapid taxonomic and antimicrobial resistance detection.

机构信息

Institute of Medical Microbiology, University of Zurich, Gloriastrasse 30, Zurich, 8006, Switzerland.

出版信息

Sci Rep. 2024 Nov 27;14(1):29531. doi: 10.1038/s41598-024-80660-3.

DOI:10.1038/s41598-024-80660-3
PMID:39604411
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11603047/
Abstract

During a bacterial infection or colonization, the detection of antimicrobial resistance (AMR) is critical, but slow due to culture-based approaches for clinical and screening samples. Culture-based phenotypic AMR detection and confirmation require up to 72 hours (h) or even weeks for slow-growing bacteria. Direct shotgun metagenomics by long-read sequencing using Oxford Nanopore Technologies (ONT) may reduce the time for bacterial species and AMR gene identification. However, screening swabs for metagenomics is complex due to the range of Gram-negative and -positive bacteria, diverse AMR genes, and host DNA present in the samples. Therefore, DNA extraction is a critical initial step. We aimed to compare the performance of different DNA extraction protocols for ONT applications to reliably identify species and AMR genes using a shotgun long-read metagenomic approach. We included three different sample types: ZymoBIOMICS Microbial Community Standard, an in-house mock community of ESKAPE pathogens including Enterococcus faecium, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, and Escherichia coli (ESKAPE Mock), and anonymized clinical swab samples. We processed all sample types with four different DNA extraction kits utilizing different lysis (enzymatic vs. mechanical) and purification (spin-column vs. magnetic beads) methods. We used kits from Qiagen (QIAamp DNA Mini and QIAamp PowerFecal Pro DNA) and Promega (Maxwell RSC Cultured Cells and Maxwell RSC Buccal Swab DNA). After extraction, samples were subject to the Rapid Barcoding Kit (RBK004) for library preparation followed by sequencing on the GridION with R9.4.1 flow cells. The fast5 files were base called to fastq files using Guppy in High Accuracy (HAC) mode with the inbuilt MinKNOW software. Raw read quality was assessed using NanoPlot and human reads were removed using Minimap2 alignment against the Hg38 genome. Taxonomy identification was performed on the raw reads using Kraken2 and on assembled contigs using Minimap2. The AMR genes were identified using Minimap2 with alignment against the CARD database on both the raw reads and assembled contigs. We identified all bacterial species present in the Zymo Mock Community (8/8) and ESKAPE Mock (6/6) with Qiagen PowerFecal Pro DNA kit (chemical and mechanical lysis) at read and assembly levels. Enzymatic lysis retrieved fewer aligned bases for the Gram-positive species (Staphylococcus aureus and Enterococcus faecium) from the ESKAPE Mock on the assembly level compared to the mechanical lysis. We detected the AMR genes from Gram-negative and -positive species in the ESKAPE Mock with the QIAamp PowerFecal Pro DNA kit on reads level with a maximum median time of 1.9 h of sequencing. Long-read metagenomics with ONT may reduce the turnaround time in screening for AMR genes. Currently, the QIAamp PowerFecal Pro DNA kit (chemical and mechanical lysis) for DNA extraction along with the Rapid Barcoding Kit for the ONT sequencing captured the best taxonomy and AMR identification for our specific use case.

摘要

在细菌感染或定植期间,对抗菌药物耐药性(AMR)的检测至关重要,但由于临床和筛查样本的基于培养的方法,检测速度较慢。基于培养的表型 AMR 检测和确认需要长达 72 小时(h)甚至数周的时间才能检测到生长缓慢的细菌。使用牛津纳米孔技术(ONT)的长读长 shotgun 宏基因组学可能会缩短细菌种类和 AMR 基因鉴定的时间。然而,由于革兰氏阴性菌和革兰氏阳性菌、不同的 AMR 基因以及样本中存在的宿主 DNA 的范围,用于宏基因组学的拭子筛选非常复杂。因此,DNA 提取是一个关键的初始步骤。我们旨在比较不同 DNA 提取方案在 ONT 应用中的性能,以使用 shotgun 长读宏基因组方法可靠地鉴定物种和 AMR 基因。我们包括三种不同的样本类型:ZymoBIOMICS 微生物群落标准品、包含粪肠球菌、金黄色葡萄球菌、肺炎克雷伯菌、鲍曼不动杆菌、铜绿假单胞菌和大肠杆菌(ESKAPE 模拟物)的内部模拟物社区和匿名临床拭子样本。我们使用四种不同的 DNA 提取试剂盒对所有样本类型进行处理,这些试剂盒使用不同的裂解(酶解和机械裂解)和纯化(离心柱和磁珠)方法。我们使用了 Qiagen(QIAamp DNA Mini 和 QIAamp PowerFecal Pro DNA)和 Promega(Maxwell RSC 培养细胞和 Maxwell RSC 口腔拭子 DNA)的试剂盒。提取后,样品经过 Rapid Barcoding Kit(RBK004)进行文库制备,然后在 GridION 上使用 R9.4.1 流池进行测序。Fast5 文件使用 Guppy 在 High Accuracy(HAC)模式下进行碱基调用,并使用内置的 MinKNOW 软件生成 fastq 文件。使用 NanoPlot 评估原始读取质量,并使用 Minimap2 与 Hg38 基因组进行比对来去除人类读取。使用 Kraken2 在原始读数上进行分类学鉴定,并使用 Minimap2 在组装的 contigs 上进行鉴定。使用 Minimap2 与 CARD 数据库进行比对,在原始读数和组装的 contigs 上鉴定 AMR 基因。我们在读取和组装水平上使用 Qiagen PowerFecal Pro DNA 试剂盒(化学和机械裂解)鉴定了 Zymo Mock 社区(8/8)和 ESKAPE Mock(6/6)中存在的所有细菌物种。与机械裂解相比,酶裂解在 ESKAPE Mock 的组装水平上检索到的革兰氏阳性菌(金黄色葡萄球菌和粪肠球菌)的对齐碱基较少。我们在 ESKAPE Mock 上的 AMR 基因从革兰氏阴性菌和阳性菌中检测到,使用 QIAamp PowerFecal Pro DNA 试剂盒在读取水平上进行,测序的最大中位数时间为 1.9 小时。ONT 的长读宏基因组学可能会缩短 AMR 基因筛查的周转时间。目前,用于我们特定用例的最佳分类学和 AMR 鉴定是使用 ONT 测序的 QIAamp PowerFecal Pro DNA 试剂盒(化学和机械裂解)和 Rapid Barcoding Kit。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a0/11603047/094ab710120c/41598_2024_80660_Fig5_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a0/11603047/094ab710120c/41598_2024_80660_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a0/11603047/cdbf7403f5ba/41598_2024_80660_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a0/11603047/43670ea01e91/41598_2024_80660_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a0/11603047/0eed8f836b6b/41598_2024_80660_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a0/11603047/3b97754279ff/41598_2024_80660_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9a0/11603047/094ab710120c/41598_2024_80660_Fig5_HTML.jpg

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