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通过对粪便进行直接全基因组测序来捕获具有临床相关性的特征。

Capturing clinically relevant attributes through direct whole genome sequencing of stool.

机构信息

Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK.

Eastern Pathology Alliance, Norfolk and Norwich University Hospital, Norwich NR4 7UY, UK.

出版信息

Microb Genom. 2024 Aug;10(8). doi: 10.1099/mgen.0.001284.

DOI:10.1099/mgen.0.001284
PMID:39213166
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11570993/
Abstract

is the leading bacterial cause of infectious intestinal disease, but the pathogen typically accounts for a very small proportion of the overall stool microbiome in each patient. Diagnosis is even more difficult due to the fastidious nature of in the laboratory setting. This has, in part, driven a change in recent years, from culture-based to rapid PCR-based diagnostic assays which have improved diagnostic detection, whilst creating a knowledge gap in our clinical and epidemiological understanding of genotypes - no isolates to sequence. In this study, direct metagenomic sequencing approaches were used to assess the possibility of replacing genome sequences with metagenome sequences; metagenomic sequencing outputs were used to describe clinically relevant attributes of genotypes. A total of 37 diarrhoeal stool samples with and five samples with an unknown pathogen result were collected and processed with and without filtration, DNA was extracted, and metagenomes were sequenced by short-read sequencing. Culture-based methods were used to validate metagenome-derived genome (MDG) results. Sequence output metrics were assessed for genome quality and accuracy of characterization. Of the 42 samples passing quality checks for analysis, identification of to the genus and species level was dependent on genome read count, coverage and genome completeness. A total of 65% (24/37) of samples were reliably identified to the genus level through MDG, 73% (27/37) by culture and 97% (36/37) by qPCR. The genomes with a genome completeness of over 60% (=21) were all accurately identified at the species level (100%). Of those, 72% (15/21) were identified to sequence types (STs), and 95% (20/21) accurately identified antimicrobial resistance (AMR) gene determinants. Filtration of stool samples enhanced MDG recovery and genome quality metrics compared to the corresponding unfiltered samples, which improved the identification of STs and AMR profiles. The phylogenetic analysis in this study demonstrated the clustering of the metagenome-derived with culture-derived genomes and revealed the reliability of genomes from direct stool sequencing. Furthermore, genome spiking percentages ranging from 0 to 2% total metagenome abundance in the ONT MinION sequencer, configured to adaptive sequencing, exhibited better assembly quality and accurate identification of STs, particularly in the analysis of metagenomes containing 2 and 1% of genomes. Direct sequencing of from stool samples provides clinically relevant and epidemiologically important genomic information without the reliance on cultured genomes.

摘要

是感染性肠道疾病的主要细菌性病因,但该病原体通常在每个患者的粪便微生物组中仅占很小的比例。由于 在实验室环境中的苛刻性质,诊断变得更加困难。这在一定程度上导致了近年来的变化,从基于培养的方法转变为基于快速 PCR 的诊断检测方法,这提高了诊断检测的准确性,但同时也造成了我们对 基因型的临床和流行病学认识上的知识空白——没有可供测序的分离株。在这项研究中,采用直接宏基因组测序方法来评估用宏基因组序列替代基因组序列的可能性;宏基因组测序结果用于描述 基因型的临床相关属性。共收集并处理了 37 份腹泻粪便样本和 5 份未知病原体样本,其中一些样本经过过滤,另一些未经过滤,提取 DNA 后,用短读长测序对宏基因组进行测序。采用基于培养的方法验证 宏基因组衍生基因组 (MDG) 结果。评估了基因组质量和特征描述准确性的序列输出指标。在通过质量检查可用于分析的 42 个样本中, 到属和种水平的鉴定取决于 基因组读取计数、覆盖率和基因组完整性。通过 MDG 可可靠地鉴定为属水平的样本比例为 65%(24/37),通过培养鉴定的样本比例为 73%(27/37),通过 qPCR 鉴定的样本比例为 97%(36/37)。基因组完整性超过 60%(=21)的 基因组在种水平上都能被准确鉴定(100%)。其中,72%(15/21)被鉴定为序列型(ST),95%(20/21)准确鉴定了抗生素耐药(AMR)基因决定因素。与相应的未过滤样本相比,粪便样本的过滤增强了 MDG 回收和基因组质量指标,这提高了 ST 和 AMR 谱的鉴定能力。本研究中的系统发育分析表明,宏基因组衍生与培养衍生的基因组聚类,并揭示了直接从粪便测序获得的基因组的可靠性。此外,ONT MinION 测序仪配置为自适应测序时,总宏基因组丰度为 0 至 2%的 基因组的掺入百分比,表现出更好的组装质量和 ST 的准确鉴定,尤其是在分析含有 2%和 1%的 基因组的宏基因组时。直接从粪便样本中测序可提供具有临床意义和流行病学意义的基因组信息,而无需依赖培养的基因组。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/211437f2888a/mgen-10-01284-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/c651610342dc/mgen-10-01284-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/c9dd519fc9e7/mgen-10-01284-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/3238d4e5baf3/mgen-10-01284-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/a11b3f420024/mgen-10-01284-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/211437f2888a/mgen-10-01284-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/c651610342dc/mgen-10-01284-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/c9dd519fc9e7/mgen-10-01284-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/3238d4e5baf3/mgen-10-01284-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/a11b3f420024/mgen-10-01284-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d711/11570993/211437f2888a/mgen-10-01284-g005.jpg

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