Metabarcoding using nanopore long-read sequencing for the unbiased characterization of apicomplexan haemoparasites

IF 5.5 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Molecular Ecology Resources Pub Date : 2023-10-14 DOI:10.1111/1755-0998.13878
Lucas G. Huggins, Vito Colella, Neil D. Young, Rebecca J. Traub
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Abstract

Apicomplexan haemoparasites generate significant morbidity and mortality in humans and other animals, particularly in many low-to-middle income countries. Malaria caused by Plasmodium remains responsible for some of the highest numbers of annual deaths of any human pathogen, whilst piroplasmids, such as Babesia and Theileria can have immense negative economic effects through livestock loss. Diagnosing haemoparasites via traditional methods like microscopy is challenging due to low-level and transient parasitaemia. PCR-based diagnostics overcome these limitations by being both highly sensitive and specific, but they may be unable to accurately detect coinfections or identify novel species. In contrast, next-generation sequencing (NGS)-based methods can characterize all pathogens from a group of interest concurrently, although, the short-read platforms previously used have been limited in the taxonomic resolution achievable. Here, we used Oxford Nanopore Technologies' (ONT) long-read MinION™ sequencer to conduct apicomplexan haemoparasite metabarcoding via sequencing the near full-length 18S ribosomal RNA gene, demonstrating its ability to detect Babesia, Hepatozoon, Neospora, Plasmodium, Theileria and Toxoplasma species. This method was tested on blood-extracted DNA from 100 dogs and the results benchmarked against qPCR and Illumina-based metabarcoding. For two common haemoparasites, nanopore sequencing performed as well as qPCR (kappa agreement statistics > 0.98), whilst also detecting one pathogen, Hepatozoon felis, missed by the other techniques. The long-reads obtained by nanopore sequencing provide an improved species-level taxonomic resolution whilst the method's broad applicability mean it can be used to explore apicomplexan communities from diverse mammalian hosts, on a portable sequencer that easily permits adaptation to field use.

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使用纳米孔长读测序进行代谢编码,以无偏地表征顶端复合体类血寄生虫。
Apicocomplian血寄生虫在人类和其他动物中造成显著的发病率和死亡率,特别是在许多中低收入国家。疟原虫引起的疟疾仍然是所有人类病原体中每年死亡人数最多的一种,而巴贝斯虫和泰勒虫等螺旋体虫可能会因牲畜损失而产生巨大的负面经济影响。由于低水平和短暂的寄生虫血症,通过显微镜等传统方法诊断血寄生虫具有挑战性。基于PCR的诊断通过高度敏感和特异性克服了这些限制,但它们可能无法准确检测共感染或识别新物种。相比之下,基于下一代测序(NGS)的方法可以同时表征感兴趣群体中的所有病原体,尽管之前使用的短读平台在可实现的分类分辨率方面受到限制。在这里,我们使用了Oxford Nanopore Technologies(ONT)的长读MinION™ 测序仪,通过对接近全长的18S核糖体RNA基因进行测序,进行顶端复杂型疟原虫代谢编码,证明其检测巴贝斯虫、肝细胞体、新孢子虫、疟原虫、泰勒虫和弓形虫物种的能力。该方法在100只狗的血液提取DNA上进行了测试,结果以qPCR和基于Illumina的代谢条形码为基准。对于两种常见的疟原虫,进行纳米孔测序以及qPCR(kappa一致性统计 > 0.98),同时还检测到一种病原体,即其他技术遗漏的猫肝细胞体。通过纳米孔测序获得的长读数提供了改进的物种级分类分辨率,而该方法的广泛适用性意味着它可以用于在便携式测序仪上探索来自不同哺乳动物宿主的顶端复合体群落,该测序仪很容易适应野外使用。
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来源期刊
Molecular Ecology Resources
Molecular Ecology Resources 生物-进化生物学
CiteScore
15.60
自引率
5.20%
发文量
170
审稿时长
3 months
期刊介绍: Molecular Ecology Resources promotes the creation of comprehensive resources for the scientific community, encompassing computer programs, statistical and molecular advancements, and a diverse array of molecular tools. Serving as a conduit for disseminating these resources, the journal targets a broad audience of researchers in the fields of evolution, ecology, and conservation. Articles in Molecular Ecology Resources are crafted to support investigations tackling significant questions within these disciplines. In addition to original resource articles, Molecular Ecology Resources features Reviews, Opinions, and Comments relevant to the field. The journal also periodically releases Special Issues focusing on resource development within specific areas.
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