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用于艰难梭菌基因组分析的Illumina和牛津纳米孔测序数据质量比较及其在流行病学监测中的应用

Comparison of Illumina and Oxford Nanopore sequencing data quality for Clostridioides difficile genome analysis and their application for epidemiological surveillance.

作者信息

Bejaoui Semeh, Nielsen Sofie Holtsmark, Rasmussen Astrid, Coia John Eugenio, Andersen Dorte Terp, Pedersen Tobias Bruun, Møller Martin Vad, Kusk Nielsen Marc Trunjer, Frees Dorte, Persson Søren

机构信息

Department of Veterinary and Animal Science, University of Copenhagen, Frederiksberg, Denmark.

Department of Bacteria, Parasites and Fungi, Statens Serum Institut, Copenhagen, Denmark.

出版信息

BMC Genomics. 2025 Jan 30;26(1):92. doi: 10.1186/s12864-025-11267-9.

Abstract

BACKGROUND

The burden of Clostridioides difficile as a nosocomial- and community-acquired pathogen has been increasing over the recent decades, including reports of severe outbreaks. Molecular and virulence genotyping are central for the epidemiological surveillance of this pathogen, but need to balance accuracy and rapid turnaround time of the results. While Illumina short-read sequencing has been adopted as the gold standard to investigate C. difficile virulence and transmission routes, little is known about the potential of Nanopore long-read sequencing in this field. The goal of our study was to compare sequencing and assembly quality of 37 C. difficile isolates using Illumina (SPAdes assembled) and Nanopore (Flye and Unicycler assembled) data alone, along with hybrid assemblies obtained with short-read polishing of long reads.

RESULTS

Illumina sequencing produced reads with an average quality of 99.68% (Q25), while Nanopore sequencing produced reads reaching an average quality of 96.84% (Q15), showing a tenfold difference in quality. Sequence type (ST) designation from Nanopore assemblies failed to detect ST5, ST7, ST8, ST13 and ST49, while ST designation based on unpolished Nanopore reads using Krocus was successful for all STs. Nanopore sequences exhibited an average of 640 base errors per genome (~ 0.015% substitution rate), which was reflected by the incorrect assignment of over 180 alleles in core genome multilocus sequence typing (cgMLST) analysis. As a result, Nanopore-derived phylogenies were not as accurate as the Illumina reference, and therefore inadequate for precise investigation of transmission events. Both sequencing platforms provided comparable, satisfactory results for the detection of virulence genes tcdA, tcdB, cdtAB and in-frame deletions in tcdC.

CONCLUSION

Compared to Illumina, Nanopore has higher error rate, which limits its application for high-resolution epidemiological surveillance. However, the short analysis time, lower cost and more simple procedure combined with correctly identified STs and virulence genes, makes it an alternative when fast and less detailed analyses are preferred.

摘要

背景

近几十年来,艰难梭菌作为一种医院获得性和社区获得性病原体的负担一直在增加,包括严重暴发的报告。分子和毒力基因分型是该病原体流行病学监测的核心,但需要在结果的准确性和快速周转时间之间取得平衡。虽然Illumina短读长测序已被用作研究艰难梭菌毒力和传播途径的金标准,但对于纳米孔长读长测序在该领域的潜力知之甚少。我们研究的目的是单独比较37株艰难梭菌分离株使用Illumina(SPAdes组装)和纳米孔(Flye和Unicycler组装)数据的测序和组装质量,以及通过长读长的短读长抛光获得的混合组装。

结果

Illumina测序产生的读段平均质量为99.68%(Q25),而纳米孔测序产生的读段平均质量达到96.84%(Q15),质量相差十倍。纳米孔组装的序列类型(ST)指定未能检测到ST5、ST7、ST8、ST13和ST49,而使用Krocus基于未抛光的纳米孔读段进行的ST指定对所有ST均成功。纳米孔序列每个基因组平均表现出640个碱基错误(~0.015%的替换率),这在核心基因组多位点序列分型(cgMLST)分析中表现为超过180个等位基因的错误分配。因此,源自纳米孔的系统发育树不如Illumina参考树准确,因此不足以精确调查传播事件。两种测序平台在检测毒力基因tcdA、tcdB、cdtAB和tcdC中的框内缺失方面都提供了可比的、令人满意的结果。

结论

与Illumina相比,纳米孔的错误率更高,这限制了其在高分辨率流行病学监测中的应用。然而,分析时间短、成本低和程序更简单,再加上正确识别的ST和毒力基因,使其成为首选快速且不太详细分析时的一种替代方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/175a/11783910/c2365147dbe7/12864_2025_11267_Fig1_HTML.jpg

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