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Development of a Single Nucleotide Polymorphism Barcode to Genotype Plasmodium vivax Infections

机译:单核苷酸多态性条形码基因型间日疟原虫感染的发展。

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摘要

Plasmodium vivax, one of the five species of Plasmodium parasites that cause human malaria, is responsible for 25–40% of malaria cases worldwide. Malaria global elimination efforts will benefit from accurate and effective genotyping tools that will provide insight into the population genetics and diversity of this parasite. The recent sequencing of P. vivax isolates from South America, Africa, and Asia presents a new opportunity by uncovering thousands of novel single nucleotide polymorphisms (SNPs). Genotyping a selection of these SNPs provides a robust, low-cost method of identifying parasite infections through their unique genetic signature or barcode. Based on our experience in generating a SNP barcode for P. falciparum using High Resolution Melting (HRM), we have developed a similar tool for P. vivax. We selected globally polymorphic SNPs from available P. vivax genome sequence data that were located in putatively selectively neutral sites (i.e., intergenic, intronic, or 4-fold degenerate coding). From these candidate SNPs we defined a barcode consisting of 42 SNPs. We analyzed the performance of the 42-SNP barcode on 87 P. vivax clinical samples from parasite populations in South America (Brazil, French Guiana), Africa (Ethiopia) and Asia (Sri Lanka). We found that the P. vivax barcode is robust, as it requires only a small quantity of DNA (limit of detection 0.3 ng/μl) to yield reproducible genotype calls, and detects polymorphic genotypes with high sensitivity. The markers are informative across all clinical samples evaluated (average minor allele frequency > 0.1). Population genetic and statistical analyses show the barcode captures high degrees of population diversity and differentiates geographically distinct populations. Our 42-SNP barcode provides a robust, informative, and standardized genetic marker set that accurately identifies a genomic signature for P. vivax infections.
机译:间日疟原虫是引起人类疟疾的五种疟原虫的一种,占全球疟疾病例的25-40%。疟疾全球消除工作将受益于准确有效的基因分型工具,该工具将提供对该寄生虫的种群遗传学和多样性的见识。来自南美,非洲和亚洲的间日疟原虫分离株的最新测序通过发现成千上万个新颖的单核苷酸多态性(SNP)而提供了新的机会。对这些SNP的选择进行基因分型提供了一种强大的低成本方法,可通过其独特的遗传特征或条形码来鉴定寄生虫感染。基于我们使用高分辨率熔解(HRM)生成恶性疟原虫SNP条码的经验,我们开发了一种类似的间日疟原虫工具。我们从可用的间日疟原虫基因组序列数据中选择了全局多态性SNP,这些数据位于假定的选择性中性位点(即基因间,内含子或4倍简并编码)。从这些候选SNP中,我们定义了由42个SNP组成的条形码。我们分析了42个SNP条码在来自南美(巴西,法属圭亚那),非洲(埃塞俄比亚)和亚洲(斯里兰卡)的寄生虫种群的87个间日疟原虫临床样品上的性能。我们发现间日疟原虫条形码很健壮,因为它只需要少量的DNA(检测限0.3 ng /μl)即可产生可重现的基因型调用,并以高灵敏度检测多态性基因型。这些标记物在所有评估的临床样品中都具有参考价值(平均次要等位基因频率> 0.1)。人口遗传和统计分析表明,条形码可以捕获高度的种群多样性,并可以区分地理上不同的种群。我们的42-SNP条码提供了可靠,信息丰富且标准化的遗传标记集,可准确识别间日疟原虫感染的基因组特征。

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