Genetic Diversity of the Plasmodium falciparum Reticulocyte Binding protein Homologue-5 which is a potential Malaria Vaccine Candidate: Baseline data from areas of varying malaria endemicity in Mainland Tanzania.
Kisambale, A. J.; Lyimo, B. M.; Pereus, D.; Mandai, S. S.; Bakari, C.; Chacha, G. A.; Mbwambo, R. B.; Moshi, R.; Petro, D. A.; Challe, D. P.; Seth, M. D.; Madebe, R. A.; Budodo, R.; Aaron, S.; Mbwambo, D.; Lusasi, A.; Kajange, S.; Lazaro, S.; Kapologwe, N.; Mandara, C. I.; Ishengoma, D. S.
Show abstract
BackgroundThe limited efficacy of the two malaria vaccines, RTS,S/AS01 and R21/Matrix M, which were recently approved vaccines by the World Health Organization, highlights the need for alternative vaccine candidate genes beyond these pre-erythrocytic-based vaccines. Plasmodium falciparum Reticulocyte Binding Protein Homologue 5 (Pfrh5) is a potential malaria vaccine candidate, given its limited polymorphism compared to other parasites blood stage antigens. This study evaluated the genetic diversity of the Pfrh5 gene among parasites from regions with varying malaria transmission intensities in Mainland Tanzania, to generate baseline data for this potential malaria vaccine candidate. MethodsThis study utilized secondary data of 697 whole-genome sequences from Mainland Tanzania, which were generated by the MalariaGEN Community Network. The samples which were sequenced to generate the data were collected between 2010 and 2015 from five districts within five regions of Mainland Tanzania, with varying endemicities (Morogoro urban district in Morogoro region, Muheza district in Tanga region, Kigoma-Ujiji district in Kigoma region, Muleba district in Kagera region, and Nachingwea district in Lindi region). The genetic diversity of the Pfrh5 gene was assessed using different genetic metrics, including Wrights fixation index (FST), Wrights inbreeding coefficient (Fws), Principal Component analysis (PCA), nucleotide diversity ({pi}), haplotype network, haplotype diversity (Hd), Tajimas D, and Linkage disequilibrium (LD). ResultsOf the sequences used in this study (n=697), 84.5% (n = 589/697) passed quality control and 313 (53.1%) were monoclonal, and these monoclonal sequences were used for haplotype diversity and haplotype network analysis. High within-host diversity (Fws <0.95) was reported in Kigoma-Ujiji (60.7%), Morogoro urban (53.1%), and Nachingwea (50.8%), while Muleba (53.9%) and Muheza (61.6%) had low within host diversity (Fws[≥]0.95). PCA did not show any population structure across the five districts and the mean FST value among the study populations was 0.015. Low nucleotide diversity values were observed across the study sites with the mean nucleotide diversity of 0.00056. A total of 27 haplotypes were observed among the 313 monoclonal samples. The Pf3D7 was detected as Hap_1, and it was detected in 16/313 (5.1%) sequences, and these sample sequences were from Muheza (62.5%, n=10/16), Kigoma-Ujiji (18.8%, n=3/16), and Muleba (18.8%, n=3/16). Negative Tajimas D values were observed among the parasite populations in all the study sites. ConclusionIn this study, we observed low levels of polymorphism in the pfrh5 gene, as it exhibited low nucleotide and haplotype diversity, a lack of population structure and negative Tajimas D values as signatures of purifying selection. This study provides an essential framework of the diversity of the Pfrh5 gene to be considered in development of the next generation malaria vaccines. Robust and intensive studies of this and other candidate genes are required for characterization of the parasites from areas with varying endemicity, and are crucial to support the prioritization of the Pfrh5 gene for potential inclusion in a broadly cross-protective malaria vaccine.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Larval ecology and bionomics of Anopheles funestus in highland and lowland sites in western Kenya 96%
- Genomic miscellany and allelic frequencies of Plasmodium falciparum msp-1, msp-2 and glurp in parasite isolates 96%
- Insights into the genetic diversity and population structure of prevalent Theileria orientalis in Bangladesh 96%
Similar papers in this journal
- Whole Genome Sequencing of Plasmodium vivax Isolates Reveals Frequent Sequence and Structural Polymorphisms in Erythrocyte Binding Genes 98%
- Multi-locus genotyping reveals established endemicity of a geographically distinct Plasmodium vivax population in Mauritania, West Africa 97%
- Estimating the burden of malaria and soil-transmitted helminth co-infection in sub-Saharan Africa: a geospatial study 96%
Similar papers in this journal
- On multifactorial drivers for malaria rebound in Brazil: a spatio-temporal analysis 95%
- Presence of additional P. vivax malaria in Duffy negative individuals from Southwestern Nigeria 95%
- Assessing the population genetic structure and demographic history of Anopheles gambiae and Anopheles arabiensis at island and mainland sites in Uganda: Implications for testing novel malaria vector control approaches. 95%
Similar papers in this journal
- qPCR in a suitcase for rapid Plasmodium falciparum and Plasmodium vivax surveillance in Ethiopia 97%
- Real-Time PCR-based diagnosis of human visceral leishmaniasis using urine samples 95%
- Impact of four years of annually repeated indoor residual spraying (IRS) with Actellic 300CS on routinely reported malaria cases in an agricultural setting in Malawi 95%
Similar papers in this journal
- Malaria vector diversity, transmission, and insecticide resistance, in island communities along the Volta Lake in southern Ghana. 96%
- Plasmodium falciparum increases its investment in gametocytes in the wet season in asymptomatic individuals 93%
- Utility of TaqMan Array Cards for detection of Acute febrile illness etiologies in patients suspected of Viral Hemorrhagic Fever Infections in Uganda 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.