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1.
Nat Commun ; 15(1): 2021, 2024 Mar 06.
Artigo em Inglês | MEDLINE | ID: mdl-38448421

RESUMO

In Bandiagara, Mali, children experience on average two clinical malaria episodes per year. However, even in the same transmission area, the number of uncomplicated symptomatic infections, and their parasitemia, can vary dramatically among children. We simultaneously characterize host and parasite gene expression profiles from 136 Malian children with symptomatic falciparum malaria and examine differences in the relative proportion of immune cells and parasite stages, as well as in gene expression, associated with infection and or patient characteristics. Parasitemia explains much of the variation in host and parasite gene expression, and infections with higher parasitemia display proportionally more neutrophils and fewer T cells, suggesting parasitemia-dependent neutrophil recruitment and/or T cell extravasation to secondary lymphoid organs. The child's age also strongly correlates with variations in gene expression: Plasmodium falciparum genes associated with age suggest that older children carry more male gametocytes, while variations in host gene expression indicate a stronger innate response in younger children and stronger adaptive response in older children. These analyses highlight the variability in host responses and parasite regulation during P. falciparum symptomatic infections and emphasize the importance of considering the children's age when studying and treating malaria infections.


Assuntos
Malária Falciparum , Malária , Criança , Humanos , Masculino , Adolescente , Parasitemia/genética , Perfilação da Expressão Gênica , Malária Falciparum/genética , Movimento Celular
2.
Res Sq ; 2023 Oct 27.
Artigo em Inglês | MEDLINE | ID: mdl-37961587

RESUMO

In Bandiagara, Mali, children experience on average two clinical malaria episodes per season. However, even in the same transmission area, the number of uncomplicated symptomatic infections, and their parasitemia, vary dramatically among children. To examine the factors contributing to these variations, we simultaneously characterized the host and parasite gene expression profiles from 136 children with symptomatic falciparum malaria and analyzed the expression of 9,205 human and 2,484 Plasmodium genes. We used gene expression deconvolution to estimate the relative proportion of immune cells and parasite stages in each sample and to adjust the differential gene expression analyses. Parasitemia explained much of the variation in both host and parasite gene expression and revealed that infections with higher parasitemia had more neutrophils and fewer T cells, suggesting parasitemia-dependent neutrophil recruitment and/or T cell extravasation to secondary lymphoid organs. The child's age was also strongly correlated with gene expression variations. Plasmodium falciparum genes associated with age suggested that older children carried more male gametocytes, while host genes associated with age indicated a stronger innate response (through TLR and NLR signaling) in younger children and stronger adaptive immunity (through TCR and BCR signaling) in older children. These analyses highlight the variability in host responses and parasite regulation during P. falciparum symptomatic infections and emphasize the importance of considering the children's age when studying and treating malaria infections.

3.
bioRxiv ; 2023 Oct 26.
Artigo em Inglês | MEDLINE | ID: mdl-37961701

RESUMO

In Bandiagara, Mali, children experience on average two clinical malaria episodes per season. However, even in the same transmission area, the number of uncomplicated symptomatic infections, and their parasitemia, vary dramatically among children. To examine the factors contributing to these variations, we simultaneously characterized the host and parasite gene expression profiles from 136 children with symptomatic falciparum malaria and analyzed the expression of 9,205 human and 2,484 Plasmodium genes. We used gene expression deconvolution to estimate the relative proportion of immune cells and parasite stages in each sample and to adjust the differential gene expression analyses. Parasitemia explained much of the variation in both host and parasite gene expression and revealed that infections with higher parasitemia had more neutrophils and fewer T cells, suggesting parasitemia-dependent neutrophil recruitment and/or T cell extravasation to secondary lymphoid organs. The child's age was also strongly correlated with gene expression variations. Plasmodium falciparum genes associated with age suggested that older children carried more male gametocytes, while host genes associated with age indicated a stronger innate response (through TLR and NLR signaling) in younger children and stronger adaptive immunity (through TCR and BCR signaling) in older children. These analyses highlight the variability in host responses and parasite regulation during P. falciparum symptomatic infections and emphasize the importance of considering the children's age when studying and treating malaria infections.

4.
PLoS Negl Trop Dis ; 17(1): e0010802, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36696438

RESUMO

Plasmodium parasites caused 241 million cases of malaria and over 600,000 deaths in 2020. Both P. falciparum and P. ovale are endemic to Mali and cause clinical malaria, with P. falciparum infections typically being more severe. Here, we sequenced RNA from nine pediatric blood samples collected during infections with either P. falciparum or P. ovale, and characterized the host and parasite gene expression profiles. We found that human gene expression varies more between individuals than according to the parasite species causing the infection, while parasite gene expression profiles cluster by species. Additionally, we characterized DNA polymorphisms of the parasites directly from the RNA-seq reads and found comparable levels of genetic diversity in both species, despite dramatic differences in prevalence. Our results provide unique insights into host-pathogen interactions during malaria infections and their variations according to the infecting Plasmodium species, which will be critical to develop better elimination strategies against all human Plasmodium parasites.


Assuntos
Malária Falciparum , Malária , Transcriptoma , Criança , Humanos , Malária/epidemiologia , Malária/genética , Malária Falciparum/epidemiologia , Malária Falciparum/genética , Plasmodium falciparum , Plasmodium ovale
5.
mSystems ; 7(4): e0025822, 2022 08 30.
Artigo em Inglês | MEDLINE | ID: mdl-35862820

RESUMO

Malaria symptoms are caused by the development of the parasites within the blood of an infected host. Bulk RNA sequencing (RNA-seq) of infected blood can reveal interactions between parasites and the host immune system during an infection, but because multiple developmental stages with distinct transcriptional profiles are concurrently present in infected blood, it is necessary to correct such analyses for differences in cell composition among samples. Gene expression deconvolution is a statistical approach that has been developed for inferring the cell composition of complex tissues characterized by bulk RNA-seq using gene expression profiles from reference cell types. Here, we describe the evaluation of a species-agnostic reference data set that can be used for efficient and accurate gene expression deconvolution of bulk RNA-seq data generated from any Plasmodium species and for correct gene expression analyses for biases caused by differences in stage composition among samples. IMPORTANCE Differences in cell type proportions among samples can introduce artifacts in gene expression analyses and mask genuine differences in gene regulation. Gene expression deconvolution allows estimation of the proportion of each cell type present in one sample directly from bulk RNA sequencing data, but this approach requires a reference data set with the signature profile of each cell type. Here, we evaluate the suitability of a rodent malaria parasite gene expression data set for estimating the proportions of each parasite developmental stage present in bulk RNA sequencing data generated from blood-stage infections with the human parasites Plasmodium falciparum and Plasmodium vivax. These analyses provide a species-agnostic approach for reliably estimating stage proportions in infected human blood and correcting subsequent gene expression analyses for these variations.


Assuntos
Malária , Parasitos , Plasmodium , Animais , Humanos , Malária/genética , Plasmodium/genética , Plasmodium falciparum/genética , Perfilação da Expressão Gênica , Transcriptoma , Parasitos/genética
6.
Infect Genet Evol ; 92: 104908, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33975022

RESUMO

Plasmodium parasites, the cause of malaria, have a complex life cycle, infecting alternatively vertebrate hosts and female Anopheles mosquitoes and undergoing intra- and extra-cellular development in several organs of these hosts. Most of the ~5000 protein-coding genes present in Plasmodium genomes are only expressed at specific life stages, and different genes might therefore be subject to different selective pressures depending on the biological activity of the parasite and its microenvironment at this point in development. Here, we estimate the selective constraints on the protein-coding sequences of all annotated genes of rodent and primate Plasmodium parasites and, using data from scRNA-seq experiments spanning many developmental stages, analyze their variation with regard to when these genes are expressed in the parasite life cycle. Our study reveals extensive variation in selective constraints throughout the parasites' development and highlights stages that are evolving more rapidly than others. These findings provide novel insights into the biology of these parasites and could provide important information to develop better treatment strategies or vaccines against these medically-important organisms.


Assuntos
Doenças dos Símios Antropoides/parasitologia , Malária/veterinária , Doenças dos Macacos/parasitologia , Plasmodium/genética , Doenças dos Roedores/parasitologia , Seleção Genética , Animais , Estágios do Ciclo de Vida , Malária/parasitologia , Plasmodium/crescimento & desenvolvimento
7.
Artigo em Inglês | MEDLINE | ID: mdl-33529838

RESUMO

Plasmodium vivax radical cure requires the administration of a blood schizonticide for killing blood-stage parasites and the addition of a drug able to kill hypnozoites, the dormant parasite stages residing in the liver of infected patients. All drugs used clinically for killing hypnozoites are 8-aminoquinolines and among them, primaquine has been at the forefront of P. vivax case management for decades. We discuss here the possible factors that could lead to the emergence and selection of P. vivax primaquine resistant parasites and emphasize on how a better understanding of the mechanisms underlying primaquine treatment and hypnozoite biology is needed to prevent this catastrophic scenario from happening.


Assuntos
Antimaláricos , Malária Vivax , Parasitos , Animais , Antimaláricos/farmacologia , Antimaláricos/uso terapêutico , Humanos , Fígado , Malária Vivax/tratamento farmacológico , Plasmodium vivax , Primaquina/uso terapêutico
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