Department of Internal Medicine, University of South Florida, Tampa, Florida, United States of America.
Pennsylvania State University, University Park, Pennsylvania, United States of America.
PLoS Negl Trop Dis. 2020 Aug 3;14(8):e0008506. doi: 10.1371/journal.pntd.0008506. eCollection 2020 Aug.
Plasmodium vivax has become the predominant malaria parasite and a major challenge for malaria elimination in the Greater Mekong Subregion (GMS). Yet, our knowledge about the evolution of P. vivax populations in the GMS is fragmental. We performed whole genome sequencing on 23 P. vivax samples from the China-Myanmar border (CMB) and used 21 high-coverage samples to compare to over 200 samples from the rest of the GMS. Using genome-wide single nucleotide polymorphisms (SNPs), we analyzed population differentiation, genetic structure, migration and potential selection using an array of methods. The CMB parasites displayed a higher proportion of monoclonal infections, and 52% shared over 90% of their genomes in identity-by-descent segments with at least one other sample from the CMB, suggesting preferential expansion of certain parasite strains in this region, likely resulting from the P. vivax outbreaks occurring during this study period. Principal component, admixture, fixation index and phylogenetic analyses all identified that parasites from the CMB were genetically distinct from parasites from eastern parts of the GMS (Cambodia, Laos, Vietnam, and Thailand), whereas the eastern GMS parasite populations were largely undifferentiated. Such a genetic differentiation pattern of the P. vivax populations from the GMS parasite was largely explainable through geographic distance. Using the genome-wide SNPs, we narrowed down to a set of 36 SNPs for differentiating parasites from different areas of the GMS. Genome-wide scans to determine selection in the genome with two statistical methods identified genes potentially under drug selection, including genes associated with antifolate resistance and genes linked to chloroquine resistance in Plasmodium falciparum.
间日疟原虫已成为大湄公河次区域(GMS)主要的疟疾寄生虫,也是消除疟疾的主要挑战。然而,我们对 GMS 中间日疟原虫种群的进化了解还很零碎。我们对来自中缅边境(CMB)的 23 个间日疟原虫样本进行了全基因组测序,并利用 21 个高覆盖率样本与 GMS 其他地区的 200 多个样本进行了比较。我们利用全基因组单核苷酸多态性(SNP),通过一系列方法分析了种群分化、遗传结构、迁移和潜在选择。CMB 的寄生虫显示出更高比例的单克隆感染,并且 52%的寄生虫在身份识别片段中与 CMB 的至少一个其他样本共享超过 90%的基因组,这表明该地区某些寄生虫株的优先扩张,可能是由于本研究期间发生的间日疟原虫爆发。主成分、混合、固定指数和系统发育分析均表明,CMB 的寄生虫与来自 GMS 东部地区(柬埔寨、老挝、越南和泰国)的寄生虫在遗传上是不同的,而东部 GMS 的寄生虫种群则基本没有分化。这种 GMS 间日疟原虫种群的遗传分化模式在很大程度上可以通过地理距离来解释。利用全基因组 SNPs,我们将区分不同地区 GMS 寄生虫的 SNP 数量缩小到 36 个。使用两种统计方法对全基因组进行扫描以确定基因组中的选择,确定了潜在受药物选择的基因,包括与抗叶酸耐药相关的基因和与恶性疟原虫氯喹耐药相关的基因。