利用牛津纳米孔简约读数和 HERRO 纠错技术解决新生儿重症监护室爆发的耐甲氧西林金黄色葡萄球菌 SNV 水平问题

Max Bloomfield, Sarah Bakker, Megan Burton, Maria Leticia Castro, Kristin Dyet, Alexandra Eustace, Samantha Hutton, Donia Macartney-Coxson, William Taylor, Rhys Thomas White
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摘要

目标:我们的实验室于 2022 年开始使用牛津纳米孔技术公司(ONT)的独立测序平台对医疗相关生物进行前瞻性基因组监测。这有助于早期发现疫情,但由于读数准确性低于Illumina测序,因此不足以进行单核苷酸变异(SNV)级分析。本研究旨在确定对ONT数据进行单倍型感知ERRor cOrrection(HERRO)是否能对疫情分离株进行高分辨率比较:我们使用了新生儿科最近爆发的耐甲氧西林金黄色葡萄球菌(MRSA)疫情中分离物的 ONT 单倍型读数。使用Dorado v0.7.0对原始序列数据进行了重新碱基调用和适配器修剪。然后对单倍读数进行 HERRO 校正。将得到的基因组组装和系统发生与之前的分析(使用Dorado v0.3.4、无HERRO校正和Illumina测序生成的数据)进行比较。结果:九个疫情分离物中有五个被纳入分析。其余 4 个分离物的读长不足(N50 值为 10,000 bp),经 HERRO 校正后未提供完整的染色体覆盖。纳米孔数据的平均染色体测序深度为 147x(范围:44&-220x),平均读数 N50 为 12,215 bp(四分位数间距(IQR):11,439-12,711 bp)。原始调查中疫情分离株之间的成对 SNV 距离中位数为 51 个 SNV(范围:40-68),经 HERRO 校正后降至 3 个 SNV(范围:1-15)。Illumina 测序得出的中位 SNV 间距为 2(范围:0-13)。经 HERRO 校正的独立 ONT 系统发生与独立 Illumina 系统发生几乎没有区别。结论添加 HERRO 校正意味着这次 MRSA 疫情中的分离物可以达到与 Illumina 测序相同的分辨水平。经过 HERRO 校正的 ONT 数据是对医院疫情进行高分辨率基因组分析的一种可行的独立选择,前提是能生成足够长的读数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Resolving a neonatal intensive care unit outbreak of methicillin-resistant Staphylococcus aureus to the SNV level using Oxford Nanopore simplex reads and HERRO error correction
Objectives: Our laboratory began prospective genomic surveillance for healthcare-associated organisms in 2022 using Oxford Nanopore Technologies (ONT) sequencing as a standalone platform. This has permitted the early detection of outbreaks but has been insufficient for single-nucleotide variant (SNV)-level analysis due to lower read accuracy than Illumina sequencing. This study aimed to determine whether Haplotype-aware ERRor cOrrection (HERRO) of ONT data could permit high-resolution comparison of outbreak isolates. Methods: We used ONT simplex reads from isolates involved in a recent outbreak of methicillin-resistant Staphylococcus aureus (MRSA) in our neonatal unit. The raw sequence data were re-basecalled and adapter-trimmed using Dorado v0.7.0. The simplex reads then underwent HERRO correction. The resulting genome assemblies and phylogenies were compared with previous analyses (using Dorado v0.3.4, no HERRO correction and data generated by Illumina sequencing). Results: Five of nine outbreak isolates were included in the analysis. The remaining four isolates had insufficient read lengths (N50 values <10,000 bp) and did not provide complete chromosome coverage after HERRO correction. The average chromosome sequencing depth for nanopore data was 147 x (range: 44&-220x) with an average read N50 of 12,215 bp (interquartile range (IQR): 11,439-12,711 bp). The median pairwise SNV distance between outbreak isolates from the original investigation was 51 SNVs (range: 40-68), which decreased to 3 SNVs (range: 1-15) with HERRO correction. Illumina sequencing generated a median SNV distance of 2 (range: 0-13). The resulting standalone ONT HERRO-corrected phylogeny was almost indistinguishable from the standalone Illumina-generated phylogeny. Conclusions: The addition of HERRO correction meant isolates from this MRSA outbreak could be resolved to a level on par with Illumina sequencing. ONT data following HERRO correction represents a viable standalone option for high-resolution genomic analysis of hospital outbreaks, provided sufficient read lengths can be generated.
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