捕捉间日疟原虫感染谱系的微单倍型深度测序测定

IF 15.7 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Mariana Kleinecke, Edwin Sutanto, Angela Rumaseb, Kian Soon Hoon, Hidayat Trimarsanto, Ashley Osborne, Paulo Manrique, Trent Peters, David Hawkes, Ernest Diez Benavente, Georgia Whitton, Sasha V. Siegel, Richard D. Pearson, Roberto Amato, Anjana Rai, Nguyen Thanh Thuy Nhien, Hoang Chau Nguyen, Ashenafi Assefa, Tamiru S. Degaga, Dagimawie Tadesse Abate, Awab Ghulam Rahim, Ayodhia Pitaloka Pasaribu, Inge Sutanto, Mohammad Shafiul Alam, Zuleima Pava, Tatiana Lopera-Mesa, Diego Echeverry, Tim William, Nicholas M. Anstey, Matthew J. Grigg, Nicholas P. Day, Nicholas J. White, Dominic P. Kwiatkowski, Aimee R. Taylor, Rintis Noviyanti, Daniel Neafsey, Ric N. Price, Sarah Auburn
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引用次数: 0

摘要

间日疟原虫的消灭受到潜伏的肝脏阶段(催眠虫)的挑战,这些阶段可以在初次感染后几个月重新激活,导致复发。由于无法区分由血期治疗失败(复发)、再感染或复发引起的复发,复发性感染混淆了抗疟疾临床疗效试验。通过血统鉴定(IBD)测量成对寄生虫分离物的遗传相关性,可以提供关于个体是否接种过单次或多次蚊子的重要信息,从而为复发来源提供信息。我们开发了一种高通量扩增子测序方法,包括93个多snp(微单倍型)标记,以确定间日疟原虫临床分离株之间的IBD。该方法在全球745例感染中进行了评估,包括来自随机对照试验(RCT)的128对感染(ClinicalTrials.gov NCT01680406)。模拟表明,面板上IBD两两估计的误差很低(RMSE < 0.12),基于IBD的网络显示出很强的地理聚类。RCT中的IBD分析显示,与未使用伯氨喹的患者相比,接受伯氨喹治疗的患者疑似复发或复发的频率较低;与氯喹配对的影响大于与蒿甲醚-甲苯胺配对的影响。我们的研究结果表明,利用由扩增子测序数据产生的IBD,有可能获得关于间日疟原虫治疗和传播的新信息,这些数据可以通过时间-事件模型进一步改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Microhaplotype deep sequencing assays to capture Plasmodium vivax infection lineages

Microhaplotype deep sequencing assays to capture Plasmodium vivax infection lineages

Plasmodium vivax elimination is challenged by dormant liver stages (hypnozoites) that can reactivate months after initial infection resulting in relapses. Relapsing infections confound antimalarial clinical efficacy trials due to the inability to distinguish between recurrences arising from blood-stage treatment failure (recrudescence), reinfection or relapse. Genetic relatedness of paired parasite isolates, measured by identity-by-descent (IBD), can provide important information on whether individuals have had single or multiple mosquito inoculations, thus informing on recurrence origin. We developed a high-throughput amplicon sequencing assay comprising 93 multi-SNP (microhaplotype) markers to determine IBD between P. vivax clinical isolates. The assay was evaluated in 745 global infections, including 128 infection pairs from a randomized controlled trial (RCT) (ClinicalTrials.gov NCT01680406). Simulations demonstrate low error in pairwise IBD estimation at the panel (RMSE < 0.12) and IBD-based networks illustrate strong clustering by geography. IBD analysis in the RCT demonstrates a lower frequency of suspected relapses or recrudescence in patients treated with primaquine compared to those without primaquine; the impact is greater when paired with chloroquine than with artemether-lumefantrine. Our results demonstrate the potential to derive new information on P. vivax treatment and transmission using IBD generated by amplicon sequencing data that can be further improved with time-to-event models.

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来源期刊
Nature Communications
Nature Communications Biological Science Disciplines-
CiteScore
24.90
自引率
2.40%
发文量
6928
审稿时长
3.7 months
期刊介绍: Nature Communications, an open-access journal, publishes high-quality research spanning all areas of the natural sciences. Papers featured in the journal showcase significant advances relevant to specialists in each respective field. With a 2-year impact factor of 16.6 (2022) and a median time of 8 days from submission to the first editorial decision, Nature Communications is committed to rapid dissemination of research findings. As a multidisciplinary journal, it welcomes contributions from biological, health, physical, chemical, Earth, social, mathematical, applied, and engineering sciences, aiming to highlight important breakthroughs within each domain.
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