M. Maina, S. Musundi, Josiah O. Kuja, Harrison Waweru, Daniel Kiboi, B. Kanoi, Jesse Gitaka
{"title":"肯尼亚霍马贝县寄生虫分离株中恶性疟原虫周孢子虫蛋白的遗传变异","authors":"M. Maina, S. Musundi, Josiah O. Kuja, Harrison Waweru, Daniel Kiboi, B. Kanoi, Jesse Gitaka","doi":"10.3389/fpara.2024.1346017","DOIUrl":null,"url":null,"abstract":"The Plasmodium falciparum Circumsporozoite Protein (PfCSP) has been used in developing the RTS,S, and R21 malaria vaccines. However, genetic polymorphisms within Pfcsp compromise the effectiveness of the vaccine. Thus, it is essential to continuously assess the genetic diversity of Pfcsp, especially when deploying it across different geographical regions. In this study, we assessed the genetic diversity of the Pfcsp on isolates from Homabay County, a malaria-endemic region in western Kenya, and compared it against other isolates from Kenya. We extracted DNA from 27 microscopically confirmed P. falciparum positive samples and conducted Illumina sequencing to generate paired-end short reads. The sequences were then mapped to the Pf3D7 reference genome, and genetic variation was analyzed using bcftools. Additionally, we retrieved isolates from two other malaria-endemic regions in Kenya, Kisumu (n=58) and Kilifi (n=596), from MalariaGEN version 7 and compared their genetic diversity and natural selection. We also evaluated the predicted binding affinities for HLA class I and II supertype alleles for the identified haplotypes using NetMHCpan and NetMHCIIpan. Our results show that the N-terminal of PfCSP was relatively conserved with a notable mutation at A98G across all isolates. The number of NANP repeats varied across the three Kenyan sites within the central repeat region. Furthermore, the C-terminal region showed polymorphism within the Th2R and Th3R regions. Haplotype network analysis of the Kenyan isolates revealed 69 haplotypes, with the 3D7 reference being found in the most prevalent haplotype. 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Additionally, we retrieved isolates from two other malaria-endemic regions in Kenya, Kisumu (n=58) and Kilifi (n=596), from MalariaGEN version 7 and compared their genetic diversity and natural selection. We also evaluated the predicted binding affinities for HLA class I and II supertype alleles for the identified haplotypes using NetMHCpan and NetMHCIIpan. Our results show that the N-terminal of PfCSP was relatively conserved with a notable mutation at A98G across all isolates. The number of NANP repeats varied across the three Kenyan sites within the central repeat region. Furthermore, the C-terminal region showed polymorphism within the Th2R and Th3R regions. Haplotype network analysis of the Kenyan isolates revealed 69 haplotypes, with the 3D7 reference being found in the most prevalent haplotype. 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引用次数: 0
摘要
恶性疟原虫圆孢子虫蛋白(PfCSP)已被用于开发 RTS、S 和 R21 疟疾疫苗。然而,Pfcsp 的基因多态性会影响疫苗的效果。因此,持续评估 Pfcsp 的遗传多样性至关重要,尤其是在不同地理区域使用时。在这项研究中,我们评估了来自肯尼亚西部疟疾流行地区霍马拜县的Pfcsp分离株的遗传多样性,并与肯尼亚的其他分离株进行了比较。我们从 27 个经显微镜确认的恶性疟原虫阳性样本中提取了 DNA,并进行了 Illumina 测序,以生成成对的短读数。然后将序列映射到 Pf3D7 参考基因组,并使用 bcftools 分析遗传变异。此外,我们还从 MalariaGEN 第 7 版中检索了肯尼亚另外两个疟疾流行地区基苏木(n=58)和基利菲(n=596)的分离株,并比较了它们的遗传多样性和自然选择。我们还使用 NetMHCpan 和 NetMHCIIpan 评估了已确定的单倍型与 HLA I 类和 II 类超级等位基因的预测结合亲和力。我们的结果表明,PfCSP 的 N 端相对保守,所有分离株的 A98G 有明显突变。在中央重复区域内,三个肯尼亚位点的 NANP 重复序列数量各不相同。此外,C末端区域在Th2R和Th3R区域内显示出多态性。对肯尼亚分离物进行的单倍型网络分析发现了 69 种单倍型,其中以 3D7 参考单倍型最为普遍。在评估 HLA I 类和 II 类超型与已确定的单倍型之间的预测结合亲和力时,我们观察到除了含有 3D7 参考型的单倍型外,其他多个单倍型都有更强的预测结合亲和力。这些结果表明,在开发疟疾疫苗时需要考虑到 Pfcsp 中发生的现有变化。
Genetic variation of the Plasmodium falciparum circumsporozoite protein in parasite isolates from Homabay County in Kenya
The Plasmodium falciparum Circumsporozoite Protein (PfCSP) has been used in developing the RTS,S, and R21 malaria vaccines. However, genetic polymorphisms within Pfcsp compromise the effectiveness of the vaccine. Thus, it is essential to continuously assess the genetic diversity of Pfcsp, especially when deploying it across different geographical regions. In this study, we assessed the genetic diversity of the Pfcsp on isolates from Homabay County, a malaria-endemic region in western Kenya, and compared it against other isolates from Kenya. We extracted DNA from 27 microscopically confirmed P. falciparum positive samples and conducted Illumina sequencing to generate paired-end short reads. The sequences were then mapped to the Pf3D7 reference genome, and genetic variation was analyzed using bcftools. Additionally, we retrieved isolates from two other malaria-endemic regions in Kenya, Kisumu (n=58) and Kilifi (n=596), from MalariaGEN version 7 and compared their genetic diversity and natural selection. We also evaluated the predicted binding affinities for HLA class I and II supertype alleles for the identified haplotypes using NetMHCpan and NetMHCIIpan. Our results show that the N-terminal of PfCSP was relatively conserved with a notable mutation at A98G across all isolates. The number of NANP repeats varied across the three Kenyan sites within the central repeat region. Furthermore, the C-terminal region showed polymorphism within the Th2R and Th3R regions. Haplotype network analysis of the Kenyan isolates revealed 69 haplotypes, with the 3D7 reference being found in the most prevalent haplotype. When assessing the predicted binding affinities between supertypes in HLA class I and II with the identified haplotypes, we observed stronger predicted binding affinities to multiple haplotypes except for those containing the 3D7 reference. The results suggest the need to take into account the existing changes occurring in Pfcsp while developing malaria vaccines.