Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 7.119
Filter
1.
Elife ; 122024 Jun 27.
Article in English | MEDLINE | ID: mdl-38935423

ABSTRACT

Background: The Zanzibar archipelago of Tanzania has become a low-transmission area for Plasmodium falciparum. Despite being considered an area of pre-elimination for years, achieving elimination has been difficult, likely due to a combination of imported infections from mainland Tanzania and continued local transmission. Methods: To shed light on these sources of transmission, we applied highly multiplexed genotyping utilizing molecular inversion probes to characterize the genetic relatedness of 282 P. falciparum isolates collected across Zanzibar and in Bagamoyo district on the coastal mainland from 2016 to 2018. Results: Overall, parasite populations on the coastal mainland and Zanzibar archipelago remain highly related. However, parasite isolates from Zanzibar exhibit population microstructure due to the rapid decay of parasite relatedness over very short distances. This, along with highly related pairs within shehias, suggests ongoing low-level local transmission. We also identified highly related parasites across shehias that reflect human mobility on the main island of Unguja and identified a cluster of highly related parasites, suggestive of an outbreak, in the Micheweni district on Pemba island. Parasites in asymptomatic infections demonstrated higher complexity of infection than those in symptomatic infections, but have similar core genomes. Conclusions: Our data support importation as a main source of genetic diversity and contribution to the parasite population in Zanzibar, but they also show local outbreak clusters where targeted interventions are essential to block local transmission. These results highlight the need for preventive measures against imported malaria and enhanced control measures in areas that remain receptive to malaria reemergence due to susceptible hosts and competent vectors. Funding: This research was funded by the National Institutes of Health, grants R01AI121558, R01AI137395, R01AI155730, F30AI143172, and K24AI134990. Funding was also contributed from the Swedish Research Council, Erling-Persson Family Foundation, and the Yang Fund. RV acknowledges funding from the MRC Centre for Global Infectious Disease Analysis (reference MR/R015600/1), jointly funded by the UK Medical Research Council (MRC) and the UK Foreign, Commonwealth & Development Office (FCDO), under the MRC/FCDO Concordat agreement and is also part of the EDCTP2 program supported by the European Union. RV also acknowledges funding by Community Jameel.


Subject(s)
Malaria, Falciparum , Plasmodium falciparum , Tanzania/epidemiology , Plasmodium falciparum/genetics , Plasmodium falciparum/isolation & purification , Malaria, Falciparum/transmission , Malaria, Falciparum/parasitology , Malaria, Falciparum/epidemiology , Humans , Genotype
2.
Elife ; 132024 Jun 26.
Article in English | MEDLINE | ID: mdl-38921824

ABSTRACT

While often undetected and untreated, persistent seasonal asymptomatic malaria infections remain a global public health problem. Despite the presence of parasites in the peripheral blood, no symptoms develop. Disease severity is correlated with the levels of infected red blood cells (iRBCs) adhering within blood vessels. Changes in iRBC adhesion capacity have been linked to seasonal asymptomatic malaria infections, however how this is occurring is still unknown. Here, we present evidence that RNA polymerase III (RNA Pol III) transcription in Plasmodium falciparum is downregulated in field isolates obtained from asymptomatic individuals during the dry season. Through experiments with in vitro cultured parasites, we have uncovered an RNA Pol III-dependent mechanism that controls pathogen proliferation and expression of a major virulence factor in response to external stimuli. Our findings establish a connection between P. falciparum cytoadhesion and a non-coding RNA family transcribed by Pol III. Additionally, we have identified P. falciparum Maf1 as a pivotal regulator of Pol III transcription, both for maintaining cellular homeostasis and for responding adaptively to external signals. These results introduce a novel perspective that contributes to our understanding of P. falciparum virulence. Furthermore, they establish a connection between this regulatory process and the occurrence of seasonal asymptomatic malaria infections.


Subject(s)
Malaria, Falciparum , Plasmodium falciparum , RNA Polymerase III , Plasmodium falciparum/genetics , Plasmodium falciparum/pathogenicity , Plasmodium falciparum/enzymology , Virulence , RNA Polymerase III/metabolism , RNA Polymerase III/genetics , Humans , Malaria, Falciparum/parasitology , Erythrocytes/parasitology , Protozoan Proteins/metabolism , Protozoan Proteins/genetics , Virulence Factors/metabolism , Virulence Factors/genetics , Cell Adhesion , Gene Expression Regulation
3.
PLoS Pathog ; 20(6): e1012013, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38870266

ABSTRACT

Plasmodium parasites, the causal agents of malaria, are eukaryotic organisms that obligately undergo sexual recombination within mosquitoes. In low transmission settings, parasites recombine with themselves, and the clonal lineage is propagated rather than broken up by outcrossing. We investigated whether stochastic/neutral factors drive the persistence and abundance of Plasmodium falciparum clonal lineages in Guyana, a country with relatively low malaria transmission, but the only setting in the Americas in which an important artemisinin resistance mutation (pfk13 C580Y) has been observed. We performed whole genome sequencing on 1,727 Plasmodium falciparum samples collected from infected patients across a five-year period (2016-2021). We characterized the relatedness between each pair of monoclonal infections (n = 1,409) through estimation of identity-by-descent (IBD) and also typed each sample for known or candidate drug resistance mutations. A total of 160 multi-isolate clones (mean IBD ≥ 0.90) were circulating in Guyana during the study period, comprising 13 highly related clusters (mean IBD ≥ 0.40). In the five-year study period, we observed a decrease in frequency of a mutation associated with artemisinin partner drug (piperaquine) resistance (pfcrt C350R) and limited co-occurence of pfcrt C350R with duplications of plasmepsin 2/3, an epistatic interaction associated with piperaquine resistance. We additionally observed 61 nonsynonymous substitutions that increased markedly in frequency over the study period as well as a novel pfk13 mutation (G718S). However, P. falciparum clonal dynamics in Guyana appear to be largely driven by stochastic factors, in contrast to other geographic regions, given that clones carrying drug resistance polymorphisms do not demonstrate enhanced persistence or higher abundance than clones carrying polymorphisms of comparable frequency that are unrelated to resistance. The use of multiple artemisinin combination therapies in Guyana may have contributed to the disappearance of the pfk13 C580Y mutation.


Subject(s)
Antimalarials , Drug Resistance , Malaria, Falciparum , Plasmodium falciparum , Plasmodium falciparum/genetics , Plasmodium falciparum/drug effects , Guyana , Malaria, Falciparum/parasitology , Malaria, Falciparum/epidemiology , Malaria, Falciparum/drug therapy , Humans , Antimalarials/pharmacology , Antimalarials/therapeutic use , Drug Resistance/genetics , Artemisinins/pharmacology , Artemisinins/therapeutic use , Mutation , Protozoan Proteins/genetics
4.
Article in English | MEDLINE | ID: mdl-38928926

ABSTRACT

Multidrug- and artemisinin-resistant (ART-R) Plasmodium falciparum (Pf) parasites represent a challenge for malaria elimination worldwide. Molecular monitoring in the Kelch domain region (pfk13) gene allows tracking mutations in parasite resistance to artemisinin. The increase in illegal miners in the Roraima Yanomami indigenous land (YIL) could favor ART-R parasites. Thus, this study aimed to investigate ART-R in patients from illegal gold mining areas in the YIL of Roraima, Brazil. A questionnaire was conducted, and blood was collected from 48 patients diagnosed with P. falciparum or mixed malaria (Pf + P. vivax). The DNA was extracted and the pfk13 gene was amplified by PCR. The amplicons were subjected to DNA-Sanger-sequencing and the entire amplified fragment was analyzed. Among the patients, 96% (46) were from illegal mining areas of the YIL. All parasite samples carried the wild-type genotypes/ART-sensitive phenotypes. These data reinforce the continued use of artemisinin-based combination therapies (ACTs) in Roraima, as well as the maintenance of systematic monitoring for early detection of parasite populations resistant to ART, mainly in regions with an intense flow of individuals from mining areas, such as the YIL. This is especially true when the achievement of falciparum malaria elimination in Brazil is planned and expected by 2030.


Subject(s)
Antimalarials , Artemisinins , Drug Resistance , Malaria, Falciparum , Mining , Plasmodium falciparum , Artemisinins/therapeutic use , Artemisinins/pharmacology , Brazil/epidemiology , Plasmodium falciparum/drug effects , Plasmodium falciparum/genetics , Humans , Antimalarials/therapeutic use , Antimalarials/pharmacology , Drug Resistance/genetics , Malaria, Falciparum/drug therapy , Malaria, Falciparum/epidemiology , Malaria, Falciparum/parasitology , Male , Adult , Female , Middle Aged , Young Adult , Adolescent , Genotype
5.
Malar J ; 23(1): 197, 2024 Jun 26.
Article in English | MEDLINE | ID: mdl-38926854

ABSTRACT

BACKGROUND: Although Tanzania adopted and has been implementing effective interventions to control and eventually eliminate malaria, the disease is still a leading public health problem, and the country experiences heterogeneous transmission. Recent studies reported the emergence of parasites with artemisinin partial resistance (ART-R) in Kagera region with high prevalence (> 10.0%) in two districts of Karagwe and Kyerwa. This study assessed the prevalence and predictors/risk of malaria infections among asymptomatic individuals living in a hyperendemic area where ART-R has emerged in Kyerwa District of Kagera region, north-western Tanzania. METHODS: This was a community-based cross-sectional survey which was conducted in July and August 2023 and involved individuals aged ≥ 6 months from five villages in Kyerwa district. Demographic, anthropometric, clinical, parasitological, type of house inhabited and socio-economic status (SES) data were collected using electronic capture tools run on Open Data Kit (ODK) software. Predictors/risks of malaria infections were determined by univariate and multivariate logistic regression, and the results were presented as crude (cORs) and adjusted odds ratios (aORs), with 95% confidence intervals (CIs). RESULTS: Overall, 4454 individuals were tested using rapid diagnostic tests (RDTs), and 1979 (44.4%) had positive results. The prevalence of malaria infections ranged from 14.4% to 68.5% and varied significantly among the villages (p < 0.001). The prevalence and odds of infections were significantly higher in males (aOR = 1.28, 95% CI 1.08 -1.51, p = 0.003), school children (aged 5-≤10 years (aOR = 3.88, 95% CI 3.07-4.91, p < 0.001) and 10-≤15 years (aOR = 4.06, 95% CI 3.22-5.13, p < 0.001)) and among individuals who were not using bed nets (aOR = 1.22, 95% CI 1.03-1.46, p = 0.024). The odds of malaria infections were also higher in individuals with lower SES (aOR = 1.42, 95% CI 1.17-1.72, p < 0.001), and living in houses without windows (aOR = 2.08, 95% CI 1.46-2.96, p < 0.001), partially open (aOR = 1.33, 95% CI 1.11-1.58, p = 0.002) or fully open windows (aOR = 1.30, 95%CI 1.05-1.61, p = 0.015). CONCLUSION: The five villages had a high prevalence of malaria infections and heterogeneity at micro-geographic levels. Groups with higher odds of malaria infections included school children, males, and individuals with low SES, living in poorly constructed houses or non-bed net users. These are important baseline data from an area with high prevalence of parasites with ART-R and will be useful in planning interventions for these groups, and in future studies to monitor the trends and potential spread of such parasites, and in designing a response to ART-R.


Subject(s)
Antimalarials , Artemisinins , Tanzania/epidemiology , Male , Prevalence , Female , Humans , Artemisinins/pharmacology , Artemisinins/therapeutic use , Cross-Sectional Studies , Child , Child, Preschool , Adolescent , Adult , Young Adult , Antimalarials/therapeutic use , Antimalarials/pharmacology , Middle Aged , Infant , Drug Resistance , Malaria/epidemiology , Aged , Malaria, Falciparum/epidemiology , Malaria, Falciparum/parasitology , Risk Factors , Plasmodium falciparum/drug effects
6.
Genes (Basel) ; 15(6)2024 May 25.
Article in English | MEDLINE | ID: mdl-38927622

ABSTRACT

BACKGROUND: Malaria results in more than 550,000 deaths each year due to drug resistance in the most lethal Plasmodium (P.) species P. falciparum. A full P. falciparum genome was published in 2002, yet 44.6% of its genes have unknown functions. Improving the functional annotation of genes is important for identifying drug targets and understanding the evolution of drug resistance. RESULTS: Genes function by interacting with one another. So, analyzing gene co-expression networks can enhance functional annotations and prioritize genes for wet lab validation. Earlier efforts to build gene co-expression networks in P. falciparum have been limited to a single network inference method or gaining biological understanding for only a single gene and its interacting partners. Here, we explore multiple inference methods and aim to systematically predict functional annotations for all P. falciparum genes. We evaluate each inferred network based on how well it predicts existing gene-Gene Ontology (GO) term annotations using network clustering and leave-one-out crossvalidation. We assess overlaps of the different networks' edges (gene co-expression relationships), as well as predicted functional knowledge. The networks' edges are overall complementary: 47-85% of all edges are unique to each network. In terms of the accuracy of predicting gene functional annotations, all networks yielded relatively high precision (as high as 87% for the network inferred using mutual information), but the highest recall reached was below 15%. All networks having low recall means that none of them capture a large amount of all existing gene-GO term annotations. In fact, their annotation predictions are highly complementary, with the largest pairwise overlap of only 27%. We provide ranked lists of inferred gene-gene interactions and predicted gene-GO term annotations for future use and wet lab validation by the malaria community. CONCLUSIONS: The different networks seem to capture different aspects of the P. falciparum biology in terms of both inferred interactions and predicted gene functional annotations. Thus, relying on a single network inference method should be avoided when possible. SUPPLEMENTARY DATA: Attached.


Subject(s)
Gene Regulatory Networks , Plasmodium falciparum , Plasmodium falciparum/genetics , Malaria, Falciparum/parasitology , Malaria, Falciparum/genetics , Humans , Gene Ontology , Molecular Sequence Annotation/methods , Protozoan Proteins/genetics
7.
Front Immunol ; 15: 1385380, 2024.
Article in English | MEDLINE | ID: mdl-38827744

ABSTRACT

Introduction: Depending on the microenvironment, γδ T cells may assume characteristics similar to those of Th1, Th2, Th17, regulatory T cells or antigen presenting cells. Despite the wide documentation of the effect of Th1/Th2 balance on pregnancy associated malaria and outcomes, there are no reports on the relationship between γδ T cell phenotype change and Placental Malaria (PM) with pregnancy outcomes. This study sought to investigate the involvement of γδ T cells and its subsets in placental Plasmodium falciparum malaria. Methods: In a case-control study conducted in Yaoundé, Cameroon from March 2022 to May 2023, peripheral, placental and cord blood samples were collected from 50 women at delivery (29 PM negative: PM- and 21 PM positive: PM+; as diagnosed by light microscopy). Hemoglobin levels were measured using hemoglobinometer. PBMCs, IVBMCs and CBMCs were isolated using histopaque-1077 and used to characterize total γδ T cell populations and subsets (Vδ1+, Vδ2+, Vδ1-Vδ2-) by flow cytometry. Results: Placental Plasmodium falciparum infection was associated with significant increase in the frequency of total γδ T cells in IVBMC and of the Vδ1+ subset in PBMC and IVBMC, but decreased frequency of the Vδ2+ subset in PBMC and IVBMC. The expression of the activation marker: HLA-DR, and the exhaustion markers (PD1 and TIM3) within total γδ T cells and subsets were significantly up-regulated in PM+ compared to PM- group. The frequency of total γδ T cells in IVBMC, TIM-3 expression within total γδ T cells and subsets in IVBMC, as well as HLA-DR expression within total γδ T cells and Vδ2+ subset in IVBMC were negatively associated with maternal hemoglobin levels. Furthermore, the frequency of total γδ T cells in PBMC and PD1 expression within the Vδ2+ subset in CBMC were negatively associated with birth weight contrary to the frequency of Vδ1-Vδ2- subset in PBMC and HLA-DR expression within the Vδ2+ subset in IVBMC which positively associated with maternal hemoglobin level and birth weight, respectively. Conclusion: The data indicate up-regulation of activated and exhausted γδ T cells in Plasmodium falciparum placental malaria, with effects on pregnancy outcomes including maternal hemoglobin level and birth weight.


Subject(s)
Malaria, Falciparum , Placenta , Plasmodium falciparum , Pregnancy Complications, Parasitic , Pregnancy Outcome , Receptors, Antigen, T-Cell, gamma-delta , Humans , Female , Pregnancy , Malaria, Falciparum/immunology , Malaria, Falciparum/parasitology , Malaria, Falciparum/blood , Cameroon , Adult , Receptors, Antigen, T-Cell, gamma-delta/metabolism , Receptors, Antigen, T-Cell, gamma-delta/immunology , Plasmodium falciparum/immunology , Pregnancy Complications, Parasitic/immunology , Case-Control Studies , Young Adult , Placenta/immunology , Placenta/parasitology , T-Lymphocyte Subsets/immunology , T-Lymphocyte Subsets/metabolism , Phenotype
8.
PLoS One ; 19(6): e0304789, 2024.
Article in English | MEDLINE | ID: mdl-38829858

ABSTRACT

Malaria is a deadly disease that is transmitted through mosquito bites. Microscopists use a microscope to examine thin blood smears at high magnification (1000x) to identify parasites in red blood cells (RBCs). Estimating parasitemia is essential in determining the severity of the Plasmodium falciparum infection and guiding treatment. However, this process is time-consuming, labor-intensive, and subject to variation, which can directly affect patient outcomes. In this retrospective study, we compared three methods for measuring parasitemia from a collection of anonymized thin blood smears of patients with Plasmodium falciparum obtained from the Clinical Department of Parasitology-Mycology, National Reference Center (NRC) for Malaria in Paris, France. We first analyzed the impact of the number of field images on parasitemia count using our framework, MALARIS, which features a top-classifier convolutional neural network (CNN). Additionally, we studied the variation between different microscopists using two manual techniques to demonstrate the need for a reliable and reproducible automated system. Finally, we included thin blood smear images from an additional 102 patients to compare the performance and correlation of our system with manual microscopy and flow cytometry. Our results showed strong correlations between the three methods, with a coefficient of determination between 0.87 and 0.92.


Subject(s)
Malaria, Falciparum , Microscopy , Parasitemia , Plasmodium falciparum , Humans , Plasmodium falciparum/isolation & purification , Parasitemia/diagnosis , Parasitemia/blood , Parasitemia/parasitology , Malaria, Falciparum/diagnosis , Malaria, Falciparum/blood , Malaria, Falciparum/parasitology , Retrospective Studies , Microscopy/methods , Erythrocytes/parasitology , Image Processing, Computer-Assisted/methods , Neural Networks, Computer , Flow Cytometry/methods
9.
Sci Rep ; 14(1): 12958, 2024 06 05.
Article in English | MEDLINE | ID: mdl-38839981

ABSTRACT

The present cluster-randomised control trial aims to assess the entomological efficacy of pyrethroid-pyriproxyfen and pyrethroid-chlorfenapyr LLINs compared to the standard pyrethroid-only LLINs, in their third year of community usage. Adult mosquito collections were performed every 3 months, in 4 randomly selected houses in each of the 60 trial clusters, using human landing catches. Adult mosquitoes were morphologically identified and Anopheles vectors were molecularly speciated and screened for the presence of the L1014F kdr mutation using PCR. Plasmodium falciparum sporozoite infection was assessed using ELISA. A subset of An. gambiae s.l. was also dissected to examine parity and fertility rates across study arms. There was no evidence of a significant reduction in indoor vector density and entomological inoculation rate by the pyrethroid-pyriproxyfen [DR 0.94 (95% CI 0.46-1.88), p = 0.8527; and RR 1.10 (95% CI 0.44-2.72), p = 0.8380], and pyrethroid-chlorfenapyr [DR 0.74 (95% CI 0.37-1.48), p = 0.3946; and RR 1.00 (95% CI 0.40-2.50), p = 0.9957] LLINs, respectively. The same trend was observed outdoors. Frequencies of the L1014F kdr mutation, as well as parous and fertility rates, were similar between study arms. In the third year after net distribution, entomological indicators show that the two dual active-ingredients nets performed similarly to the standard pyrethroid-only LLIN. To maintain malaria gains, it is crucial that net distribution cycles fit with their operational lifespan.


Subject(s)
Anopheles , Insecticide-Treated Bednets , Mosquito Control , Mosquito Vectors , Plasmodium falciparum , Pyrethrins , Pyridines , Pyrethrins/pharmacology , Animals , Anopheles/parasitology , Anopheles/drug effects , Humans , Mosquito Control/methods , Benin , Mosquito Vectors/parasitology , Mosquito Vectors/drug effects , Plasmodium falciparum/drug effects , Plasmodium falciparum/genetics , Malaria/transmission , Malaria/prevention & control , Insecticides/pharmacology , Malaria, Falciparum/transmission , Malaria, Falciparum/parasitology , Female , Insecticide Resistance/genetics
10.
PLoS One ; 19(6): e0305064, 2024.
Article in English | MEDLINE | ID: mdl-38837973

ABSTRACT

Artemisinin resistance threatens malaria control and elimination efforts globally. Recent studies have reported the emergence of Plasmodium falciparum parasites tolerant to artemisinin agents in sub-Saharan Africa, including Uganda. The current study assessed the day 3 parasite clearance and its correlation with P. falciparum K13 propeller gene (pfkelch13) mutations in P. falciparum parasites isolated from patients with uncomplicated malaria under artemether-lumefantrine (AL) treatment. This study enrolled 100 P. falciparum-positive patients to whom AL was prescribed between 09/September/2022 and 06/November/2022. Blood samples were collected in EDTA tubes before treatment initiation (day 0) and on day 3. Parasitemia was assessed by microscopy from blood smears and quantitative polymerase chain reaction (qPCR) from the DNA extracted. The day 0 parasite K13 gene was sequenced using Sanger sequencing. Sequence data were analysed using MEGA version 11 software. The data were analysed using STATA version 15, and the Mann‒Whitney U test was used to compare PCR parasite clearance on day 3 using the comparative CT value method and pfkelch13 mutations. The prevalence of day 3 parasitaemia was 24% (24/100) by microscopy and 63% (63/100) by qPCR from the AL-treated patients. P. falciparum K13-propeller gene polymorphism was detected in 18.8% (15/80) of the day 0 DNA samples. The K13 mutations found were C469Y, 12.5% (10/80); A675V, 2.5% (2/80); A569S, 1.25%, (1/80), A578S, 1.25%, (1/80) and; F491S, 1.25%, (1/80) a new allele not reported anywhere. The C469Y mutation, compared to the wild-type, was associated with delayed parasite clearance p = 0.0278, Hodges-Lehmann estimation 3.2108 on the log scale, (95%CI 1.7076, 4.4730). There was a high prevalence of day 3 P. falciparum among malaria patients treated using artemether-lumefantrine. We conclude the presence of the K13 mutation associated with artemisinin resistance by P. falciparum in Adjumani district, Uganda, necessitates regular surveillance of the effectiveness and efficacy of artemether-lumefantrine in the country.


Subject(s)
Antimalarials , Artemether, Lumefantrine Drug Combination , Malaria, Falciparum , Mutation , Parasitemia , Plasmodium falciparum , Humans , Plasmodium falciparum/genetics , Plasmodium falciparum/drug effects , Artemether, Lumefantrine Drug Combination/therapeutic use , Uganda/epidemiology , Malaria, Falciparum/drug therapy , Malaria, Falciparum/parasitology , Malaria, Falciparum/epidemiology , Antimalarials/therapeutic use , Male , Female , Parasitemia/drug therapy , Parasitemia/parasitology , Parasitemia/epidemiology , Protozoan Proteins/genetics , Adult , Child , Adolescent , Child, Preschool , Young Adult , Drug Resistance/genetics , Artemisinins/therapeutic use , Middle Aged
11.
PLoS Comput Biol ; 20(6): e1012131, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38848436

ABSTRACT

Immunization through repeated direct venous inoculation of Plasmodium falciparum (Pf) sporozoites (PfSPZ) under chloroquine chemoprophylaxis, using the PfSPZ Chemoprophylaxis Vaccine (PfSPZ-CVac), induces high-level protection against controlled human malaria infection (CHMI). Humoral and cellular immunity contribute to vaccine efficacy but only limited information about the implicated Pf-specific antigens is available. Here, we examined Pf-specific antibody profiles, measured by protein arrays representing the full Pf proteome, of 40 placebo- and PfSPZ-immunized malaria-naïve volunteers from an earlier published PfSPZ-CVac dose-escalation trial. For this purpose, we both utilized and adapted supervised machine learning methods to identify predictive antibody profiles at two different time points: after immunization and before CHMI. We developed an adapted multitask support vector machine (SVM) approach and compared it to standard methods, i.e. single-task SVM, regularized logistic regression and random forests. Our results show, that the multitask SVM approach improved the classification performance to discriminate the protection status based on the underlying antibody-profiles while combining time- and dose-dependent data in the prediction model. Additionally, we developed the new fEature diStance exPlainabilitY (ESPY) method to quantify the impact of single antigens on the non-linear multitask SVM model and make it more interpretable. In conclusion, our multitask SVM model outperforms the studied standard approaches in regard of classification performance. Moreover, with our new explanation method ESPY, we were able to interpret the impact of Pf-specific antigen antibody responses that predict sterile protective immunity against CHMI after immunization. The identified Pf-specific antigens may contribute to a better understanding of immunity against human malaria and may foster vaccine development.


Subject(s)
Antibodies, Protozoan , Machine Learning , Malaria Vaccines , Malaria, Falciparum , Plasmodium falciparum , Malaria Vaccines/immunology , Humans , Plasmodium falciparum/immunology , Malaria, Falciparum/prevention & control , Malaria, Falciparum/immunology , Malaria, Falciparum/parasitology , Antibodies, Protozoan/immunology , Antibodies, Protozoan/blood , Vaccine Efficacy , Support Vector Machine , Computational Biology/methods
12.
Nat Commun ; 15(1): 5194, 2024 Jun 18.
Article in English | MEDLINE | ID: mdl-38890271

ABSTRACT

Resistance to clinical malaria takes years to develop even in hyperendemic regions and sterilizing immunity has rarely been observed. To evaluate the maturation of the host response against controlled repeat exposures to P. falciparum (Pf) NF54 strain-infected mosquitoes, we systematically monitored malaria-naïve participants through an initial exposure to uninfected mosquitoes and 4 subsequent homologous exposures to Pf-infected mosquitoes over 21 months (n = 8 males) (ClinicalTrials.gov# NCT03014258). The primary outcome was to determine whether protective immunity against parasite infection develops following repeat CHMI and the secondary outcomes were to track the clinical signs and symptoms of malaria and anti-Pf antibody development following repeat CHMI. After two exposures, time to blood stage patency increases significantly and the number of reported symptoms decreases indicating the development of clinical tolerance. The time to patency correlates positively with both anti-Pf circumsporozoite protein (CSP) IgG and CD8 + CD69+ effector memory T cell levels consistent with partial pre-erythrocytic immunity. IFNγ levels decrease significantly during the participants' second exposure to high blood stage parasitemia and could contribute to the decrease in symptoms. In contrast, CD4-CD8 + T cells expressing CXCR5 and the inhibitory receptor, PD-1, increase significantly after subsequent Pf exposures, possibly dampening the memory response and interfering with the generation of robust sterilizing immunity.


Subject(s)
Malaria, Falciparum , Plasmodium falciparum , Protozoan Proteins , Humans , Malaria, Falciparum/immunology , Malaria, Falciparum/parasitology , Malaria, Falciparum/blood , Plasmodium falciparum/immunology , Male , Protozoan Proteins/immunology , Animals , Adult , Antibodies, Protozoan/immunology , Antibodies, Protozoan/blood , Interferon-gamma/metabolism , Interferon-gamma/immunology , Female , Immunoglobulin G/blood , Immunoglobulin G/immunology , Young Adult , CD8-Positive T-Lymphocytes/immunology , Mosquito Vectors/parasitology , Mosquito Vectors/immunology , Anopheles/parasitology
13.
Nat Commun ; 15(1): 5219, 2024 Jun 18.
Article in English | MEDLINE | ID: mdl-38890312

ABSTRACT

With resistance to most antimalarials increasing, it is imperative that new drugs are developed. We previously identified an aryl acetamide compound, MMV006833 (M-833), that inhibited the ring-stage development of newly invaded merozoites. Here, we select parasites resistant to M-833 and identify mutations in the START lipid transfer protein (PF3D7_0104200, PfSTART1). Introducing PfSTART1 mutations into wildtype parasites reproduces resistance to M-833 as well as to more potent analogues. PfSTART1 binding to the analogues is validated using organic solvent-based Proteome Integral Solubility Alteration (Solvent PISA) assays. Imaging of invading merozoites shows the inhibitors prevent the development of ring-stage parasites potentially by inhibiting the expansion of the encasing parasitophorous vacuole membrane. The PfSTART1-targeting compounds also block transmission to mosquitoes and with multiple stages of the parasite's lifecycle being affected, PfSTART1 represents a drug target with a new mechanism of action.


Subject(s)
Acetamides , Antimalarials , Plasmodium falciparum , Protozoan Proteins , Plasmodium falciparum/drug effects , Plasmodium falciparum/genetics , Plasmodium falciparum/metabolism , Plasmodium falciparum/growth & development , Acetamides/pharmacology , Acetamides/chemistry , Protozoan Proteins/metabolism , Protozoan Proteins/genetics , Antimalarials/pharmacology , Antimalarials/chemistry , Animals , Carrier Proteins/metabolism , Carrier Proteins/genetics , Mutation , Malaria, Falciparum/parasitology , Malaria, Falciparum/prevention & control , Malaria, Falciparum/drug therapy , Humans , Drug Resistance/genetics , Drug Resistance/drug effects , Life Cycle Stages/drug effects
14.
Sci Rep ; 14(1): 14318, 2024 06 21.
Article in English | MEDLINE | ID: mdl-38906910

ABSTRACT

Hemozoin is a natural biomarker formed during the hemoglobin metabolism of Plasmodium parasites, the causative agents of malaria. The rotating-crystal magneto-optical detection (RMOD) has been developed for its rapid and sensitive detection both in cell cultures and patient samples. In the current article we demonstrate that, besides quantifying the overall concentration of hemozoin produced by the parasites, RMOD can also track the size distribution of the hemozoin crystals. We establish the relations between the magneto-optical signal, the mean parasite age and the median crystal size throughout one erythrocytic cycle of Plasmodium falciparum parasites, where the latter two are determined by optical and scanning electron microscopy, respectively. The significant correlation between the magneto-optical signal and the stage distribution of the parasites indicates that the RMOD method can be utilized for species-specific malaria diagnosis and for the quick assessment of drug efficacy.


Subject(s)
Hemeproteins , Plasmodium falciparum , Hemeproteins/metabolism , Hemeproteins/chemistry , Plasmodium falciparum/growth & development , Humans , Erythrocytes/parasitology , Malaria, Falciparum/parasitology , Malaria, Falciparum/diagnosis , Microscopy, Electron, Scanning/methods
15.
Sci Rep ; 14(1): 14488, 2024 06 24.
Article in English | MEDLINE | ID: mdl-38914669

ABSTRACT

Pyrethroid bednets treated with the synergist piperonyl butoxide (PBO) offer the possibility of improved vector control in mosquito populations with metabolic resistance. In 2017-2019, we conducted a large-scale, cluster-randomised trial (LLINEUP) to evaluate long-lasting insecticidal nets (LLINs) treated with a pyrethroid insecticide plus PBO (PBO LLINs), as compared to conventional, pyrethroid-only LLINs across 104 health sub-districts (HSDs) in Uganda. In LLINEUP, and similar trials in Tanzania, PBO LLINs were found to provide greater protection against malaria than conventional LLINs, reducing parasitaemia and vector density. In the LLINEUP trial, we conducted cross-sectional household entomological surveys at baseline and then every 6 months for two years, which we use here to investigate longitudinal changes in mosquito infection rate and genetic markers of resistance. Overall, 5395 female Anopheles mosquitoes were collected from 5046 households. The proportion of mosquitoes infected (PCR-positive) with Plasmodium falciparum did not change significantly over time, while infection with non-falciparum malaria decreased in An. gambiae s.s., but not An. funestus. The frequency of genetic markers associated with pyrethroid resistance increased significantly over time, but the rate of change was not different between the two LLIN types. The knock-down resistance (kdr) mutation Vgsc-995S declined over time as Vgsc-995F, the alternative resistance mutation at this codon, increased. Vgsc-995F appears to be spreading into Uganda. Distribution of LLINs in Uganda was previously found to be associated with reductions in parasite prevalence and vector density, but here we show that the proportion of infective mosquitoes remained stable across both PBO and non-PBO LLINs, suggesting that the potential for transmission persisted. The increased frequency of markers of pyrethroid resistance indicates that LLIN distribution favoured the evolution of resistance within local vectors and highlights the potential benefits of resistance management strategies.Trial registration: This study is registered with ISRCTN, ISRCTN17516395. Registered 14 February 2017, http://www.isrctn.com/ISRCTN17516395 .


Subject(s)
Anopheles , Insecticide Resistance , Insecticide-Treated Bednets , Mosquito Control , Mosquito Vectors , Pyrethrins , Animals , Anopheles/parasitology , Anopheles/genetics , Anopheles/drug effects , Insecticide Resistance/genetics , Uganda/epidemiology , Mosquito Vectors/genetics , Mosquito Vectors/parasitology , Mosquito Vectors/drug effects , Mosquito Control/methods , Humans , Pyrethrins/pharmacology , Insecticides/pharmacology , Malaria/epidemiology , Malaria/prevention & control , Malaria/transmission , Malaria/parasitology , Female , Plasmodium falciparum/genetics , Plasmodium falciparum/drug effects , Prevalence , Genetic Markers , Cross-Sectional Studies , Malaria, Falciparum/parasitology , Malaria, Falciparum/epidemiology , Malaria, Falciparum/prevention & control , Piperonyl Butoxide/pharmacology , Genotype
16.
Nat Commun ; 15(1): 4913, 2024 Jun 08.
Article in English | MEDLINE | ID: mdl-38851821

ABSTRACT

Host immune responses are tightly controlled by various immune factors during infection, and protozoan parasites also manipulate the immune system to evade surveillance, leading to an evolutionary arms race in host‒pathogen interactions; however, the underlying mechanisms are not fully understood. We observed that the level of superoxide dismutase 3 (SOD3) was significantly elevated in both Plasmodium falciparum malaria patients and mice infected with four parasite species. SOD3-deficient mice had a substantially longer survival time and lower parasitemia than control mice after infection, whereas SOD3-overexpressing mice were much more vulnerable to parasite infection. We revealed that SOD3, secreted from activated neutrophils, bound to T cells, suppressed the interleukin-2 expression and concomitant interferon-gamma responses crucial for parasite clearance. Overall, our findings expose active fronts in the arms race between the parasites and host immune system and provide insights into the roles of SOD3 in shaping host innate immune responses to parasite infection.


Subject(s)
Malaria, Falciparum , Mice, Inbred C57BL , Mice, Knockout , Neutrophils , Superoxide Dismutase , Animals , Superoxide Dismutase/metabolism , Superoxide Dismutase/genetics , Humans , Mice , Neutrophils/immunology , Malaria, Falciparum/immunology , Malaria, Falciparum/parasitology , Immunity, Cellular , T-Lymphocytes/immunology , Plasmodium falciparum/immunology , Female , Host-Parasite Interactions/immunology , Host-Parasite Interactions/genetics , Interferon-gamma/metabolism , Interferon-gamma/immunology , Male , Immunity, Innate , Interleukin-2/metabolism , Interleukin-2/immunology , Interleukin-2/genetics , Parasitemia/immunology
17.
PLoS One ; 19(6): e0298585, 2024.
Article in English | MEDLINE | ID: mdl-38900782

ABSTRACT

Single nucleotide polymorphisms (SNPs) in the Plasmodium falciparum multi-drug resistance protein 1 (Pfmrp1) gene have previously been reported to confer resistance to Artemisinin-based Combination Therapies (ACTs) in Southeast Asia. A total of 300 samples collected from six sites between 2008 and 2019 under an ongoing malaria drug sensitivity patterns in Kenya study were evaluated for the presence of SNPs at Pfmrp1 gene codons: H191Y, S437A, I876V, and F1390I using the Agena MassARRAY® platform. Each isolate was further tested against artemisinin (ART), lumefantrine (LU), amodiaquine (AQ), mefloquine (MQ), quinine (QN), and chloroquine (CQ) using malaria the SYBR Green I-based method to determine their in vitro drug sensitivity. Of the samples genotyped, polymorphism at Pfmrp1 codon I876V was the most frequent, with 59.3% (163/275) mutants, followed by F1390I, 7.2% (20/278), H191Y, 4.0% (6/151), and S437A, 3.3% (9/274). A significant decrease in median 50% inhibition concentrations (IC50s) and interquartile range (IQR) was noted; AQ from 2.996 ng/ml [IQR = 2.604-4.747, n = 51] in 2008 to 1.495 ng/ml [IQR = 0.7134-3.318, n = 40] (P<0.001) in 2019, QN from 59.64 ng/ml [IQR = 29.88-80.89, n = 51] in 2008 to 18.10 ng/ml [IQR = 11.81-26.92, n = 42] (P<0.001) in 2019, CQ from 35.19 ng/ml [IQR = 16.99-71.20, n = 30] in 2008 to 6.699 ng/ml [IQR = 4.976-9.875, n = 37] (P<0.001) in 2019, and ART from 2.680 ng/ml [IQR = 1.608-4.857, n = 57] in 2008 to 2.105 ng/ml [IQR = 1.266-3.267, n = 47] (P = 0.0012) in 2019, implying increasing parasite sensitivity to the drugs over time. However, no significant variations were observed in LU (P = 0.2692) and MQ (P = 0.0939) respectively, suggesting stable parasite responses over time. There was no statistical significance between the mutation at 876 and parasite sensitivity to selected antimalarials tested, suggesting stable sensitivity for the parasites with 876V mutations. These findings show that Kenyan parasite strains are still sensitive to AQ, QN, CQ, ART, LU, and MQ. Despite the presence of Pfmrp1 mutations in parasites among the population.


Subject(s)
Antimalarials , Artemether, Lumefantrine Drug Combination , Malaria, Falciparum , Plasmodium falciparum , Polymorphism, Single Nucleotide , Antimalarials/pharmacology , Antimalarials/therapeutic use , Humans , Plasmodium falciparum/drug effects , Plasmodium falciparum/genetics , Artemether, Lumefantrine Drug Combination/therapeutic use , Malaria, Falciparum/drug therapy , Malaria, Falciparum/parasitology , Multidrug Resistance-Associated Proteins/genetics , Kenya , Mefloquine/pharmacology , Mefloquine/therapeutic use , Amodiaquine/pharmacology , Amodiaquine/therapeutic use , Drug Resistance/genetics , Artemisinins/pharmacology , Artemisinins/therapeutic use , Chloroquine/pharmacology , Chloroquine/therapeutic use , Quinine/pharmacology , Quinine/therapeutic use , Male , Female
18.
Malar J ; 23(1): 194, 2024 Jun 20.
Article in English | MEDLINE | ID: mdl-38902674

ABSTRACT

BACKGROUND: Malaria remains a severe parasitic disease, posing a significant threat to public health and hindering economic development in sub-Saharan Africa. Ethiopia, a malaria endemic country, is facing a resurgence of the disease with a steadily rising incidence. Conventional diagnostic methods, such as microscopy, have become less effective due to low parasite density, particularly among Duffy-negative human populations in Africa. To develop comprehensive control strategies, it is crucial to generate data on the distribution and clinical occurrence of Plasmodium vivax and Plasmodium falciparum infections in regions where the disease is prevalent. This study assessed Plasmodium infections and Duffy antigen genotypes in febrile patients in Ethiopia. METHODS: Three hundred febrile patients visiting four health facilities in Jimma town of southwestern Ethiopia were randomly selected during the malaria transmission season (Apr-Oct). Sociodemographic information was collected, and microscopic examination was performed for all study participants. Plasmodium species and parasitaemia as well as the Duffy genotype were assessed by quantitative polymerase chain reaction (qPCR) for all samples. Data were analysed using Fisher's exact test and kappa statistics. RESULTS: The Plasmodium infection rate by qPCR was 16% (48/300) among febrile patients, of which 19 (39.6%) were P. vivax, 25 (52.1%) were P. falciparum, and 4 (8.3%) were mixed (P. vivax and P. falciparum) infections. Among the 48 qPCR-positive samples, 39 (13%) were negative by microscopy. The results of bivariate logistic regression analysis showed that agriculture-related occupation, relapse and recurrence were significantly associated with Plasmodium infection (P < 0.001). Of the 300 febrile patients, 85 (28.3%) were Duffy negative, of whom two had P. vivax, six had P. falciparum, and one had mixed infections. Except for one patient with P. falciparum infection, Plasmodium infections in Duffy-negative individuals were all submicroscopic with low parasitaemia. CONCLUSIONS: The present study revealed a high prevalence of submicroscopic malaria infections. Plasmodium vivax infections in Duffy-negative individuals were not detected due to low parasitaemia. In this study, an improved molecular diagnostic tool was used to detect and characterize Plasmodium infections, with the goal of quantifying P. vivax infection in Duffy-negative individuals. Advanced molecular diagnostic techniques, such as multiplex real-time PCR, loop-mediated isothermal amplification (LAMP), and CRISPR-based diagnostic methods. These techniques offer increased sensitivity, specificity, and the ability to detect low-parasite-density infections compared to the employed methodologies.


Subject(s)
Duffy Blood-Group System , Genotype , Malaria, Falciparum , Malaria, Vivax , Plasmodium falciparum , Plasmodium vivax , Duffy Blood-Group System/genetics , Humans , Male , Female , Adult , Adolescent , Young Adult , Malaria, Vivax/diagnosis , Malaria, Vivax/parasitology , Ethiopia/epidemiology , Plasmodium vivax/genetics , Plasmodium vivax/isolation & purification , Middle Aged , Malaria, Falciparum/diagnosis , Malaria, Falciparum/parasitology , Malaria, Falciparum/epidemiology , Child , Plasmodium falciparum/genetics , Plasmodium falciparum/isolation & purification , Child, Preschool , Molecular Diagnostic Techniques/methods , Aged , Infant , Cross-Sectional Studies , Prevalence , Fever/parasitology
19.
Mol Biochem Parasitol ; 259: 111634, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38823647

ABSTRACT

Asexual blood stage culture of Plasmodium falciparum is routinely performed but reproducibly inducing commitment to and maturation of viable gametocytes remains difficult. Culture media can be supplemented with human serum substitutes to induce commitment but these generally only allow for long-term culture of asexual parasites and not transmission-competent gametocytes due to their different lipid composition. Recent insights demonstrated the important roles lipids play in sexual commitment; elaborating on this we exposed ring stage parasites (20-24 hours hpi) for one day to AlbuMAX supplemented media to trigger induction to gametocytogenesis. We observed a significant increase in gametocytes after AlbuMAX induction compared to serum. We also tested the transmission potential of AlbuMAX inducted gametocytes and found a significant higher oocyst intensity compared to serum. We conclude that AlbuMAX supplemented media induces commitment, allows a more stable and predictable production of transmittable gametocytes than serum alone.


Subject(s)
Culture Media , Plasmodium falciparum , Plasmodium falciparum/drug effects , Plasmodium falciparum/growth & development , Plasmodium falciparum/physiology , Culture Media/chemistry , Humans , Malaria, Falciparum/parasitology , Malaria, Falciparum/transmission
20.
Nat Commun ; 15(1): 4857, 2024 Jun 07.
Article in English | MEDLINE | ID: mdl-38849365

ABSTRACT

Reticulocyte-binding protein homologue 5 (RH5), a leading blood-stage Plasmodium falciparum malaria vaccine target, interacts with cysteine-rich protective antigen (CyRPA) and RH5-interacting protein (RIPR) to form an essential heterotrimeric "RCR-complex". We investigate whether RCR-complex vaccination can improve upon RH5 alone. Using monoclonal antibodies (mAbs) we show that parasite growth-inhibitory epitopes on each antigen are surface-exposed on the RCR-complex and that mAb pairs targeting different antigens can function additively or synergistically. However, immunisation of female rats with the RCR-complex fails to outperform RH5 alone due to immuno-dominance of RIPR coupled with inferior potency of anti-RIPR polyclonal IgG. We identify that all growth-inhibitory antibody epitopes of RIPR cluster within the C-terminal EGF-like domains and that a fusion of these domains to CyRPA, called "R78C", combined with RH5, improves the level of in vitro parasite growth inhibition compared to RH5 alone. These preclinical data justify the advancement of the RH5.1 + R78C/Matrix-M™ vaccine candidate to Phase 1 clinical trial.


Subject(s)
Antibodies, Monoclonal , Antibodies, Protozoan , Antigens, Protozoan , Malaria Vaccines , Malaria, Falciparum , Plasmodium falciparum , Protozoan Proteins , Malaria Vaccines/immunology , Malaria Vaccines/administration & dosage , Animals , Plasmodium falciparum/immunology , Protozoan Proteins/immunology , Female , Malaria, Falciparum/prevention & control , Malaria, Falciparum/immunology , Malaria, Falciparum/parasitology , Antigens, Protozoan/immunology , Rats , Antibodies, Protozoan/immunology , Antibodies, Monoclonal/immunology , Humans , Epitopes/immunology , Carrier Proteins/immunology , Carrier Proteins/metabolism
SELECTION OF CITATIONS
SEARCH DETAIL
...