Comparing newly developed SNP barcode panels with microsatellites to explore population genetics of malaria parasites in the Peruvian Amazon

Luis Cabrera-Sosa, Mahdi Safarpour, Johanna H Kattenberg, Roberson Ramirez, Joseph M. Vinetz, Anna Rosanas-Urgell, Dionicia Gamboa, Christopher Delgado-Ratto
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Abstract

Malaria molecular surveillance (MMS) can provide insights into transmission dynamics, guiding national control/elimination programs. Considering the genetic differences among parasites from different areas in the Peruvian Amazon, we previously designed SNP barcode panels for Plasmodium vivax (Pv) and P. falciparum (Pf), integrated into AmpliSeq assays, to provide population genetics estimates of malaria parasites. These AmpliSeq assays are ideal for MMS: multiplexing different traits of interest, applicable to many use cases, and high throughput for large numbers of samples. The present study compares the genetic resolution of the SNP barcode panels in the AmpliSeq assays with widely used microsatellite (MS) panels to investigate Amazonian malaria parasites. Malaria samples collected in remote areas of the Peruvian Amazon (51 Pv & 80 Pf samples) were characterized using the Ampliseq assays and MS. Population genetics estimates (complexity of infection, genetic diversity and differentiation, and population structure) were compared using the SNP barcodes (Pv: 40 SNPs & Pf: 28 SNPs) and MS panels (Pv: 16 MS & Pf: 7 MS). The genetic diversity of Pv (expected heterozygosity, He) was similar across the subpopulations for both makers: HeMS = 0.68 – 0.78 (p = 0.23) and HeSNP = 0.36 – 0.38 (p = 0.80). Pairwise genetic differentiation (fixation index, FST) was also comparable: FST-MS = 0.04 – 0.14 and FST-SNP = 0.03 – 0.12 (p = 0.34 – 0.85). No geographic clustering was observed with any panel. In addition, Pf genetic diversity trends (HeMS = 0 – 0.48 p = 0.03 – 1; HeSNP = 0 – 0.09, p = 0.03 – 1) and pairwise FST comparisons (FST-MS = 0.14 – 0.65, FST-SNP = 0.19 – 0.61, p = 0.24 – 0.83) were concordant between the panels. Similar population structure clustering was observed with both SNP and MS, highlighting one Pf subpopulation in an indigenous community. The SNP barcodes in the Pv AmpliSeq v2 Peru and Pf AmpliSeq v1 Peru assays offer comparable results to MS panels when investigating population genetics in Pv and Pv populations. Therefore, the AmpliSeq assays can efficiently characterize malaria transmission dynamics and population structure and support malaria elimination efforts in Peru.
比较新开发的 SNP 条形码面板和微卫星,探索秘鲁亚马逊地区疟疾寄生虫的种群遗传学
疟疾分子监测(MMS)可以帮助人们深入了解传播动态,为国家控制/消灭疟疾计划提供指导。考虑到秘鲁亚马逊不同地区寄生虫之间的遗传差异,我们先前设计了间日疟原虫(Pv)和恶性疟原虫(Pf)的 SNP 条形码面板,并将其集成到 AmpliSeq 检测中,以提供疟疾寄生虫的种群遗传学估计。这些 AmpliSeq 检测方法是 MMS 的理想选择:可复用不同的相关性状,适用于多种使用情况,并可对大量样本进行高通量检测。本研究比较了 AmpliSeq 检测方法中 SNP 条形码面板与广泛使用的微卫星 (MS) 面板的遗传分辨率,以研究亚马逊地区的疟疾寄生虫。在秘鲁亚马逊偏远地区采集的疟疾样本(51 个 Pv & 80 个 Pf 样本)使用 Ampliseq 检测法和 MS 进行了鉴定。利用 SNP 条形码(Pv:40 个 SNPs 和amp;Pf:28 个 SNPs)和 MS 面板(Pv:16 个 MSamp;Pf:7 个 MS)比较了种群遗传学估计值(感染的复杂性、遗传多样性和分化以及种群结构)。在两个制造商的亚群中,Pv 的遗传多样性(预期杂合度,He)相似:HeMS = 0.68 - 0.78 (p = 0.23) 和 HeSNP = 0.36 - 0.38 (p = 0.80)。成对遗传差异(固定指数,FST)也相当:FST-MS = 0.04 - 0.14,FST-SNP = 0.03 - 0.12(p = 0.34 - 0.85)。任何面板均未观察到地理集群。此外,面板之间的 Pf 遗传多样性趋势(HeMS = 0 - 0.48,p = 0.03 - 1;HeSNP = 0 - 0.09,p = 0.03 - 1)和成对 FST 比较(FST-MS = 0.14 - 0.65,FST-SNP = 0.19 - 0.61,p = 0.24 - 0.83)是一致的。SNP 和 MS 均观察到类似的种群结构聚类,突出显示了土著社区中的一个 Pf 亚群。在调查 Pv 和 Pv 群体遗传学时,Pv AmpliSeq v2 Peru 和 Pf AmpliSeq v1 Peru 检测中的 SNP 条形码可提供与 MS 检测板相似的结果。因此,AmpliSeq 检测方法可以有效地描述疟疾传播动态和种群结构,支持秘鲁的疟疾消除工作。
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