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评估纳米孔测序技术在检测黑腿蜱方面的诊断能力。

Evaluating the diagnostic capabilities of nanopore sequencing for detection in blacklegged ticks.

作者信息

Cassens Jacob, Kipp Evan J, Frank Lexi E, Larsen Peter A, Oliver Jonathan D

机构信息

Division of Environmental Health Sciences, School of Public Health, University of Minnesota, Minneapolis, Minnesota, United States of America.

Department of Veterinary and Biomedical Sciences, University of Minnesota, Saint Paul, Minnesota, United States of America.

出版信息

bioRxiv. 2025 Aug 27:2025.08.26.672273. doi: 10.1101/2025.08.26.672273.

DOI:10.1101/2025.08.26.672273
PMID:40909603
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12407834/
Abstract

Ticks pose substantial threats to public health. Blacklegged ticks () are responsible for most tick-borne diseases in the US, transmitting seven human pathogens. Molecular surveillance for tick-borne pathogens has been outpaced by their emergence, revealing a critical need to develop agnostic strategies that characterize emerging and putative pathogens. Oxford Nanopore Technology's nanopore adaptive sampling (NAS), an approach that selectively enriches or depletes for target genomes or genetic loci, provides an opportunity to generate real-time genomic insights into tick-borne pathogens. In the current study, we performed PCR and NAS on pooled infected and -uninfected ticks to evaluate the diagnostic capability of NAS. We found that NAS generates extensive datasets on tick-borne pathogens from individual ticks that aid in distinguishing true and false positive samples. Using a pooled approach consisting of whole genomic DNA from 168 total ticks multiplexed over seven sequencing experiments, our results indicated that NAS is extremely specific (0.97 [95% CI: 0.93, 1.00]) with moderate sensitivity (0.48 [95% CI: 0.41, 0.55]), suggesting a strong capacity to confirm when present at the expense of an elevated false-negative rate. We found that quality-based filtering of sequence data has a profound influence on diagnostic metrics, emphasizing the need to optimize pooling strategy, wet-lab procedures, and bioinformatic pipelines to enhance the sensitivity of NAS for detecting tick-borne pathogens.

摘要

蜱虫对公众健康构成重大威胁。美国大多数蜱传疾病是由黑腿蜱()引起的,它能传播七种人类病原体。蜱传病原体的分子监测已跟不上它们的出现速度,这表明迫切需要制定能鉴定新出现和假定病原体的通用策略。牛津纳米孔技术公司的纳米孔适应性采样(NAS)是一种能选择性富集或去除目标基因组或基因座的方法,为实时获取蜱传病原体的基因组信息提供了机会。在本研究中,我们对混合的感染和未感染蜱虫进行了PCR和NAS检测,以评估NAS的诊断能力。我们发现,NAS能从单个蜱虫中生成大量关于蜱传病原体的数据集,有助于区分真阳性和假阳性样本。通过一种将来自168只蜱虫的全基因组DNA混合用于七次测序实验的混合方法,我们的结果表明,NAS具有极高的特异性(0.97 [95%置信区间:0.93, 1.00]),但灵敏度中等(0.48 [95%置信区间:0.41, 0.55]),这表明它有很强的能力在病原体存在时进行确认,但代价是假阴性率升高。我们发现基于质量的序列数据过滤对诊断指标有深远影响,强调需要优化混合策略、湿实验室程序和生物信息学流程,以提高NAS检测蜱传病原体的灵敏度。

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本文引用的文献

1
Rapid molecular species identification of mammalian scat samples using nanopore adaptive sampling.使用纳米孔自适应采样对哺乳动物粪便样本进行快速分子物种鉴定。
J Mammal. 2024 May 6;105(5):965-975. doi: 10.1093/jmammal/gyae044. eCollection 2024 Oct.
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Effects of Peromyscus spp. (Rodentia: Cricetidae) presence, land use, and ecotone on Ixodes scapularis (Acari: Ixodidae) ecology in an emergent area for tick-borne disease.白足鼠属(啮齿目:仓鼠科)的存在、土地利用和生态交错带对蜱传疾病新兴地区肩突硬蜱(蜱螨目:硬蜱科)生态学的影响。
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SeqKit2: A Swiss army knife for sequence and alignment processing.
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Strain-level characterization of foodborne pathogens without culture enrichment for outbreak investigation using shotgun metagenomics facilitated with nanopore adaptive sampling.利用纳米孔自适应采样的鸟枪法宏基因组学对食源性病原体进行菌株水平表征,无需培养富集即可用于疫情调查。
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Direct sequencing of insect symbionts via nanopore adaptive sampling.通过纳米孔自适应采样对昆虫共生体进行直接测序。
Curr Opin Insect Sci. 2024 Feb;61:101135. doi: 10.1016/j.cois.2023.101135. Epub 2023 Nov 4.
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Changes in the geographic distribution of the blacklegged tick, Ixodes scapularis, in the United States.美国黑腿蜱(Ixodes scapularis)地理分布的变化。
Ticks Tick Borne Dis. 2023 Nov;14(6):102233. doi: 10.1016/j.ttbdis.2023.102233. Epub 2023 Jul 24.
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Nanopore sequencing technology and its applications.纳米孔测序技术及其应用。
MedComm (2020). 2023 Jul 10;4(4):e316. doi: 10.1002/mco2.316. eCollection 2023 Aug.
8
Metagenomic surveillance for bacterial tick-borne pathogens using nanopore adaptive sampling.基于纳米孔自适应采样的细菌蜱传病原体宏基因组监测
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Positive associations matter: Microbial relationships drive tick microbiome composition.正相关很重要:微生物关系驱动蜱微生物组组成。
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