Luis Cabrera-Sosa, Mahdi Safarpour, Johanna Helena Kattenberg, Roberson Ramirez, Joseph M Vinetz, Anna Rosanas-Urgell, Dionicia Gamboa, Christopher Delgado-Ratto
{"title":"将新开发的SNP条形码面板与微卫星进行比较,探索秘鲁亚马逊地区疟疾寄生虫的种群遗传学。","authors":"Luis Cabrera-Sosa, Mahdi Safarpour, Johanna Helena Kattenberg, Roberson Ramirez, Joseph M Vinetz, Anna Rosanas-Urgell, Dionicia Gamboa, Christopher Delgado-Ratto","doi":"10.3389/fgene.2024.1488109","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Malaria molecular surveillance (MMS) can provide insights into transmission dynamics, guiding national control programs. We previously designed AmpliSeq assays for MMS, which include different traits of interest (resistance markers and <i>pfhrp2/3</i> deletions), and SNP barcodes to provide population genetics estimates of <i>Plasmodium vivax</i> and <i>Plasmodium falciparum</i> parasites in the Peruvian Amazon. The present study compares the genetic resolution of the barcodes in the AmpliSeq assays with widely used microsatellite (MS) panels to investigate population genetics of Amazonian malaria parasites.</p><p><strong>Methods: </strong>We analyzed 51 <i>P. vivax</i> and 80 <i>P. falciparum</i> samples from three distinct areas in the Loreto region of the Peruvian Amazon: Nueva Jerusalén (NJ), Mazan (MZ), and Santa Emilia (SE). Population genetics estimates and costs were compared using the SNP barcodes (<i>P. vivax</i>: 40 SNPs and <i>P. falciparum:</i> 28 SNPs) and MS panels (<i>P. vivax</i>: 16 MS and <i>P. falciparum</i>: 7 MS).</p><p><strong>Results: </strong>The <i>P. vivax</i> genetic diversity (expected heterozygosity, <i>He</i>) trends were similar for both markers: <i>He</i> <sub>MS</sub> = 0.68-0.78 (<i>p</i> > 0.05) and <i>He</i> <sub>SNP</sub> = 0.36-0.38 (<i>p</i> > 0.05). <i>P. vivax</i> pairwise genetic differentiation (fixation index, F<sub>ST</sub>) was also comparable: F<sub>ST-MS</sub> = 0.04-0.14 and F<sub>ST-SNP</sub> = 0.03-0.12 (pairwise <i>p</i> > 0.05). In addition, <i>P. falciparum</i> genetic diversity trends (<i>He</i> <sub>MS</sub> = 0-0.48, <i>p</i> < 0.05; <i>He</i> <sub>SNP</sub> = 0-0.09, <i>p</i> < 0.05) and pairwise F<sub>ST</sub> comparisons (F<sub>ST-MS</sub> = 0.14-0.65, F<sub>ST-SNP</sub> = 0.19-0.61, pairwise <i>p</i> > 0.05) were concordant between both panels. For <i>P. vivax</i>, no geographic clustering was observed with any panel, whereas for <i>P. falciparum</i>, similar population structure clustering was observed with both markers, assigning most parasites from NJ to a distinct subpopulation from MZ and SE. We found significant differences in detecting polyclonal infections: for <i>P. vivax</i>, MS identified a higher proportion of polyclonal infections than SNP (69% vs. 33%, <i>p</i> = 3.3 × 10<sup>-5</sup>), while for <i>P. falciparum</i>, SNP and MS detected similar rates (46% vs. 31%, <i>p</i> = 0.21). The AmpliSeq assay had a higher estimated per-sample cost compared to MS ($183 vs. $27-49).</p><p><strong>Discussion: </strong>The SNP barcodes in the AmpliSeq assays offered comparable results to MS for investigating population genetics in <i>P. vivax</i> and <i>P. falciparum</i> populations, despite some discrepancies in determining polyclonality. Given both panels have their respective advantages and limitations, the choice between both should be guided by research objectives, costs, and resource availability.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"15 ","pages":"1488109"},"PeriodicalIF":2.8000,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11693692/pdf/","citationCount":"0","resultStr":"{\"title\":\"Comparing newly developed SNP barcode panels with microsatellites to explore population genetics of malaria parasites in the Peruvian Amazon.\",\"authors\":\"Luis Cabrera-Sosa, Mahdi Safarpour, Johanna Helena Kattenberg, Roberson Ramirez, Joseph M Vinetz, Anna Rosanas-Urgell, Dionicia Gamboa, Christopher Delgado-Ratto\",\"doi\":\"10.3389/fgene.2024.1488109\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Malaria molecular surveillance (MMS) can provide insights into transmission dynamics, guiding national control programs. We previously designed AmpliSeq assays for MMS, which include different traits of interest (resistance markers and <i>pfhrp2/3</i> deletions), and SNP barcodes to provide population genetics estimates of <i>Plasmodium vivax</i> and <i>Plasmodium falciparum</i> parasites in the Peruvian Amazon. The present study compares the genetic resolution of the barcodes in the AmpliSeq assays with widely used microsatellite (MS) panels to investigate population genetics of Amazonian malaria parasites.</p><p><strong>Methods: </strong>We analyzed 51 <i>P. vivax</i> and 80 <i>P. falciparum</i> samples from three distinct areas in the Loreto region of the Peruvian Amazon: Nueva Jerusalén (NJ), Mazan (MZ), and Santa Emilia (SE). Population genetics estimates and costs were compared using the SNP barcodes (<i>P. vivax</i>: 40 SNPs and <i>P. falciparum:</i> 28 SNPs) and MS panels (<i>P. vivax</i>: 16 MS and <i>P. falciparum</i>: 7 MS).</p><p><strong>Results: </strong>The <i>P. vivax</i> genetic diversity (expected heterozygosity, <i>He</i>) trends were similar for both markers: <i>He</i> <sub>MS</sub> = 0.68-0.78 (<i>p</i> > 0.05) and <i>He</i> <sub>SNP</sub> = 0.36-0.38 (<i>p</i> > 0.05). <i>P. vivax</i> pairwise genetic differentiation (fixation index, F<sub>ST</sub>) was also comparable: F<sub>ST-MS</sub> = 0.04-0.14 and F<sub>ST-SNP</sub> = 0.03-0.12 (pairwise <i>p</i> > 0.05). In addition, <i>P. falciparum</i> genetic diversity trends (<i>He</i> <sub>MS</sub> = 0-0.48, <i>p</i> < 0.05; <i>He</i> <sub>SNP</sub> = 0-0.09, <i>p</i> < 0.05) and pairwise F<sub>ST</sub> comparisons (F<sub>ST-MS</sub> = 0.14-0.65, F<sub>ST-SNP</sub> = 0.19-0.61, pairwise <i>p</i> > 0.05) were concordant between both panels. For <i>P. vivax</i>, no geographic clustering was observed with any panel, whereas for <i>P. falciparum</i>, similar population structure clustering was observed with both markers, assigning most parasites from NJ to a distinct subpopulation from MZ and SE. We found significant differences in detecting polyclonal infections: for <i>P. vivax</i>, MS identified a higher proportion of polyclonal infections than SNP (69% vs. 33%, <i>p</i> = 3.3 × 10<sup>-5</sup>), while for <i>P. falciparum</i>, SNP and MS detected similar rates (46% vs. 31%, <i>p</i> = 0.21). The AmpliSeq assay had a higher estimated per-sample cost compared to MS ($183 vs. $27-49).</p><p><strong>Discussion: </strong>The SNP barcodes in the AmpliSeq assays offered comparable results to MS for investigating population genetics in <i>P. vivax</i> and <i>P. falciparum</i> populations, despite some discrepancies in determining polyclonality. Given both panels have their respective advantages and limitations, the choice between both should be guided by research objectives, costs, and resource availability.</p>\",\"PeriodicalId\":12750,\"journal\":{\"name\":\"Frontiers in Genetics\",\"volume\":\"15 \",\"pages\":\"1488109\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2024-12-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11693692/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Genetics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.3389/fgene.2024.1488109\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"GENETICS & HEREDITY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Genetics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.3389/fgene.2024.1488109","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0
摘要
导言:疟疾分子监测(MMS)可深入了解传播动态,为国家控制计划提供指导。我们之前为 MMS 设计了 AmpliSeq 检测方法,其中包括不同的相关性状(抗药性标记和 pfhrp2/3 缺失)和 SNP 条形码,以提供秘鲁亚马逊地区间日疟原虫和恶性疟原虫寄生虫的种群遗传学估计。本研究比较了 AmpliSeq 检测中条形码的遗传分辨率和广泛使用的微卫星(MS)面板,以研究亚马逊地区疟疾寄生虫的种群遗传学:我们分析了来自秘鲁亚马逊洛雷托地区三个不同地区的 51 个间日疟原虫样本和 80 个恶性疟原虫样本:方法:我们分析了来自秘鲁亚马逊洛雷托地区三个不同地区的 51 份活疟原虫样本和 80 份恶性疟原虫样本,这三个地区分别是:新耶路撒冷(NJ)、马赞(MZ)和圣艾米利亚(SE)。利用 SNP 条形码(间日疟原虫:40 个 SNPs,恶性疟原虫:28 个 SNPs)和 MS 面板(间日疟原虫:16 个 MS,恶性疟原虫:7 个 MS)对种群遗传学估计值和成本进行了比较:两种标记的间日疟原虫遗传多样性(预期杂合度,He)趋势相似:He MS = 0.68-0.78(p > 0.05),He SNP = 0.36-0.38(p > 0.05)。间日疟原虫配对遗传分化(固定指数,FST)也相当:FST-MS = 0.04-0.14 和 FST-SNP = 0.03-0.12 (配对 p > 0.05)。此外,恶性疟原虫遗传多样性趋势(He MS = 0-0.48,p < 0.05;He SNP = 0-0.09,p < 0.05)和成对 FST 比较(FST-MS = 0.14-0.65,FST-SNP = 0.19-0.61,成对 p > 0.05)在两个研究小组之间是一致的。对于间日疟原虫来说,任何标记都没有观察到地理聚类,而对于恶性疟原虫来说,两种标记都观察到了类似的种群结构聚类,将新泽西州的大多数寄生虫归入一个不同于 MZ 和 SE 的亚群。我们发现在检测多克隆感染方面存在明显差异:对于间日疟原虫,MS 检测到的多克隆感染比例高于 SNP(69% 对 33%,p = 3.3 × 10-5),而对于恶性疟原虫,SNP 和 MS 检测到的多克隆感染比例相似(46% 对 31%,p = 0.21)。与 MS 相比,AmpliSeq 分析法的估计单位样本成本更高(183 美元对 27-49 美元):讨论:在研究间日疟原虫和恶性疟原虫种群遗传学方面,尽管在确定多克隆性方面存在一些差异,但 AmpliSeq 检测方法中的 SNP 条形码可提供与 MS 相似的结果。鉴于两种检测板都有各自的优势和局限性,应根据研究目标、成本和资源可用性在两种检测板之间做出选择。
Comparing newly developed SNP barcode panels with microsatellites to explore population genetics of malaria parasites in the Peruvian Amazon.
Introduction: Malaria molecular surveillance (MMS) can provide insights into transmission dynamics, guiding national control programs. We previously designed AmpliSeq assays for MMS, which include different traits of interest (resistance markers and pfhrp2/3 deletions), and SNP barcodes to provide population genetics estimates of Plasmodium vivax and Plasmodium falciparum parasites in the Peruvian Amazon. The present study compares the genetic resolution of the barcodes in the AmpliSeq assays with widely used microsatellite (MS) panels to investigate population genetics of Amazonian malaria parasites.
Methods: We analyzed 51 P. vivax and 80 P. falciparum samples from three distinct areas in the Loreto region of the Peruvian Amazon: Nueva Jerusalén (NJ), Mazan (MZ), and Santa Emilia (SE). Population genetics estimates and costs were compared using the SNP barcodes (P. vivax: 40 SNPs and P. falciparum: 28 SNPs) and MS panels (P. vivax: 16 MS and P. falciparum: 7 MS).
Results: The P. vivax genetic diversity (expected heterozygosity, He) trends were similar for both markers: HeMS = 0.68-0.78 (p > 0.05) and HeSNP = 0.36-0.38 (p > 0.05). P. vivax pairwise genetic differentiation (fixation index, FST) was also comparable: FST-MS = 0.04-0.14 and FST-SNP = 0.03-0.12 (pairwise p > 0.05). In addition, P. falciparum genetic diversity trends (HeMS = 0-0.48, p < 0.05; HeSNP = 0-0.09, p < 0.05) and pairwise FST comparisons (FST-MS = 0.14-0.65, FST-SNP = 0.19-0.61, pairwise p > 0.05) were concordant between both panels. For P. vivax, no geographic clustering was observed with any panel, whereas for P. falciparum, similar population structure clustering was observed with both markers, assigning most parasites from NJ to a distinct subpopulation from MZ and SE. We found significant differences in detecting polyclonal infections: for P. vivax, MS identified a higher proportion of polyclonal infections than SNP (69% vs. 33%, p = 3.3 × 10-5), while for P. falciparum, SNP and MS detected similar rates (46% vs. 31%, p = 0.21). The AmpliSeq assay had a higher estimated per-sample cost compared to MS ($183 vs. $27-49).
Discussion: The SNP barcodes in the AmpliSeq assays offered comparable results to MS for investigating population genetics in P. vivax and P. falciparum populations, despite some discrepancies in determining polyclonality. Given both panels have their respective advantages and limitations, the choice between both should be guided by research objectives, costs, and resource availability.
Frontiers in GeneticsBiochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
5.50
自引率
8.10%
发文量
3491
审稿时长
14 weeks
期刊介绍:
Frontiers in Genetics publishes rigorously peer-reviewed research on genes and genomes relating to all the domains of life, from humans to plants to livestock and other model organisms. Led by an outstanding Editorial Board of the world’s leading experts, this multidisciplinary, open-access journal is at the forefront of communicating cutting-edge research to researchers, academics, clinicians, policy makers and the public.
The study of inheritance and the impact of the genome on various biological processes is well documented. However, the majority of discoveries are still to come. A new era is seeing major developments in the function and variability of the genome, the use of genetic and genomic tools and the analysis of the genetic basis of various biological phenomena.