ArticlePLoS neglected tropical diseases2014
Differing patterns of selection and geospatial genetic diversity within two leading Plasmodium vivax candidate vaccine antigens.
Article in PLoS neglected tropical diseases, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.
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Who cites it
36 citing papers in PubMed.
- Genetic signatures of Plasmodium vivax Circumsporozoite Surface Protein during malaria resurgence in Thailand.International journal for parasitology · 2026Article
- High genetic diversity, clonal activation of hypnozoites and relapse of Plasmodium vivax isolates in low-transmission setting of Ethiopia.Research square · 2026Article
- Stable Plasmodium falciparum merozoite surface protein-1 allelic diversity despite decreasing parasitaemia in children with multiple malaria infections.Malaria journal · 2025Article
- Distinct evolutionary regimes across domains of the Plasmodium falciparum CSP gene.Scientific reports · 2025Article
- Evolution of tandem repeats in putative circumsporozoite protein to enhance its function: A recent and exclusive event inCurrent research in microbial sciences · 2025Article
- Genetic diversity and molecular evolution of Plasmodium vivax Duffy Binding Protein and Merozoite Surface Protein-1 in northwestern Thailand.Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases · 2023Article
- Classification of disease recurrence using transition likelihoods with expectation-maximization algorithm.Statistics in medicine · 2022Article
- Genetic Diversity of Circumsporozoite Surface Protein ofPathogens (Basel, Switzerland) · 2022Article
- Spatiotemporal Changes inMicroorganisms · 2022Article
- Dynamic Classification ofJournal of data science : JDS · 2022Article
- Genetic diversity in two leading Plasmodium vivax malaria vaccine candidates AMA1 and MSP119 at three sites in India.PLoS neglected tropical diseases · 2021Article
- Genetic characterization of Plasmodium vivax isolates from Pakistan using circumsporozoite protein (pvcsp) and merozoite surface protein-1 (pvmsp-1) genes as genetic markers.Malaria journal · 2021Article
- Relapse or reinfection: Classification of malaria infection using transition likelihoods.Biometrics · 2020Article
- Genetic polymorphism and natural selection of circumsporozoite protein in Myanmar Plasmodium vivax.Malaria journal · 2020Article
- Article
- Multiplicity and molecular epidemiology of Plasmodium vivax and Plasmodium falciparum infections in East Africa.Malaria journal · 2018Article
- Proteome-wide mapping of immune features onto Plasmodium protein three-dimensional structures.Scientific reports · 2018Article
- Genetic Diversity and Natural Selection in 42 kDa Region of Plasmodium vivax Merozoite Surface Protein-1 from China-Myanmar Endemic Border.The Korean journal of parasitology · 2017Article
- Increased risk of low birth weight in women with placental malaria associated with P. falciparum VAR2CSA clade.Scientific reports · 2017Article
- Plasmodium malariae Prevalence and csp Gene Diversity, Kenya, 2014 and 2015.Emerging infectious diseases · 2017Article
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6 authors.
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Abstract
Although Plasmodium vivax is a leading cause of malaria around the world, only a handful of vivax antigens are being studied for vaccine development. Here, we investigated genetic signatures of selection and geospatial genetic diversity of two leading vivax vaccine antigens--Plasmodium vivax merozoite surface protein 1 (pvmsp-1) and Plasmodium vivax circumsporozoite protein (pvcsp). Using scalable next-generation sequencing, we deep-sequenced amplicons of the 42 kDa region of pvmsp-1 (n = 44) and the complete gene of pvcsp (n = 47) from Cambodian isolates. These sequences were then compared with global parasite populations obtained from GenBank. Using a combination of statistical and phylogenetic methods to assess for selection and population structure, we found strong evidence of balancing selection in the 42 kDa region of pvmsp-1, which varied significantly over the length of the gene, consistent with immune-mediated selection. In pvcsp, the highly variable central repeat region also showed patterns consistent with immune selection, which were lacking outside the repeat. The patterns of selection seen in both genes differed from their P. falciparum orthologs. In addition, we found that, similar to merozoite antigens from P. falciparum malaria, genetic diversity of pvmsp-1 sequences showed no geographic clustering, while the non-merozoite antigen, pvcsp, showed strong geographic clustering. These findings suggest that while immune selection may act on both vivax vaccine candidate antigens, the geographic distribution of genetic variability differs greatly between these two genes. The selective forces driving this diversification could lead to antigen escape and vaccine failure. Better understanding the geographic distribution of genetic variability in vaccine candidate antigens will be key to designing and implementing efficacious vaccines.
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