| Literature DB >> 30005684 |
Augustina Frimpong1,2,3, Kwadwo Asamoah Kusi4,5, Bernard Tornyigah5, Michael Fokuo Ofori4,5, Wilfred Ndifon6,7.
Abstract
BACKGROUND: Asymptomatic Plasmodium infections are characterized by the absence of clinical disease and the ability to restrict parasite replication. Increasing levels of regulatory T cells (Tregs) in Plasmodium falciparum infections have been associated with the risk of developing clinical disease, suggesting that individuals with asymptomatic infections may have reduced Treg frequency. However, the relationship between Tregs, cellular activation and parasite control in asymptomatic malaria remains unclear.Entities:
Keywords: Asymptomatic; Children; Immunity; Malaria; Regulatory T-cells; Symptomatic; T-cell activation; falciparum
Mesh:
Year: 2018 PMID: 30005684 PMCID: PMC6045887 DOI: 10.1186/s12936-018-2410-6
Source DB: PubMed Journal: Malar J ISSN: 1475-2875 Impact factor: 2.979
Fig. 1Percentage expression of CD4+CD25+FOXP3+ regulatory T cells among study groups. a Representative flow cytometry gating strategy for phenotyping CD4+CD25+FOXP3+ and CTLA-4+ Tregs in peripheral blood. The percentage expression and activation of regulatory T cells were analysed in healthy controls (n = 16), children with asymptomatic infections (n = 18) and symptomatic falciparum malaria (n = 22); for levels of b Tregs analysed as CD4+CD25+FOXP3+; and, c activated Tregs analysed as CD4+CD25+FOXP3+CTLA-4+ T cells both ex vivo and after iRBC stimulation. The data are presented as box plots with inter-quartile ranges. The 10th and 90th percentiles are denoted by whiskers. Medians are indicated by the horizontal lines across the boxes. Kruskal–Wallis test was used for comparisons, followed by Dunn’s test where necessary
Fig. 2Expression of T-cell activation markers CD25/CD69 on T cells in PBMCs from the study cohort. a Representative flow cytometry gating strategy for phenotyping activation markers on CD4+ and CD8+ T cells ex vivo; the expression of the activation markers b CD25−CD69+ on T cells was analysed in healthy controls (n = 17), asymptomatic P. falciparum-infected children (n = 18), and symptomatic P. falciparum-infected children (n = 21). The data are presented as box plots with inter-quartile ranges. The 10th and 90th percentiles are presented as whiskers. Medians are indicated by the horizontal lines across the boxes. Kruskal–Wallis test was used for comparisons, followed by Dunn’s test where necessary
Demographics and clinical characteristics of the study participants
| Characteristics | Control | Asymptomatic | Symptomatic | P values |
|---|---|---|---|---|
| Sample size | n = 17 | n = 18 | n = 22 | |
| Age (IQR), years | 9 (8–11) | 7 (4.5–9) | 6 (4.8–7) | 0.0087a |
| Female (%) | 52.94 | 44.44 | 50 | 0.8765b |
| Mean haemoglobin (IQR), g/dl | 11.5 (10.8–12.1) | 12.7 (11.7–13.58) | 10.7 (8.8–13.1) | 0.0402c |
| Parasitaemia (IQR), µl | NA | 845 (260.7–3812) | 13,973 (7238–58,764) | 0.0009d |
| Leukocytes (109/l) | 7 (5.7–8.0) | 7.7 (6.1–9.6) | 5.1 (1.2–8.3) | 0.0436a |
| Lymphocytes (106/l) | 2.9 (2.5–3.6) | 2.1 (1.2–3.45) | 1.9 (1.3–3.9) | 0.0889a |
| Platelets (109/l) | 305 (237–356) | 223 (193–280) | 101 (61–198) | > 0.0001a |
IQR interquartile range, NA not applicable
aKruskal–Wallis test
bChi square test
cOne-way ANOVA
dMann–Whitney U test
Fig. 3Expression of T-cell activation markers CD25/CD69 on T cells in PBMCs from the study cohort. a CD25+CD69−; b CD25+FOXP3− cells; and, c CD25+CD69+ on T cells was analysed in healthy controls (n = 17), asymptomatic P. falciparum-infected children (n = 18), and symptomatic P. falciparum-infected children (n = 21). The data are presented as box plots with inter-quartile ranges. The 10th and 90th percentiles are presented as whiskers. Medians are indicated by the horizontal lines across the boxes. Kruskal–Wallis test was used for comparisons, followed by Dunn’s test where necessary
Fig. 4Expression of activation markers CD25/CD69 on T-cells from the study cohorts after iRBC stimulation. PBMCs were stimulated with iRBC lysates (iRBCs) to determine the levels of activation markers (CD25/CD69) on both CD4+ and CD8+ T cell sub-sets. The percentage expression of a CD25−CD69+; b CD25+CD69−; c CD25+FOXP3−; and, d CD25+CD69+ T cells was analysed in healthy controls (n = 17), asymptomatic P. falciparum-infected children (n = 18) and symptomatic P. falciparum-infected children (n = 21). The data are presented as box plots with inter-quartile ranges. The 10th and 90th percentiles presented as whiskers. Medians are indicated by the horizontal lines across the boxes. The Kruskal–Wallis test was used for statistical comparisons between groups. P values < 0.05 were considered to be significant after Dunn’s test to correct for multiple comparisons
Fig. 5T cell regulatory and activation markers distinguish between asymptomatic and symptomatic Plasmodium falciparum infections. It was assessed whether a machine-learning model based on pre-iRBC stimulation levels of CD8+CD69+ and CD8+CD25+CD69+ T cells and post-stimulation levels of CD4+CD25+Foxp3+ and CD8+CD25+Foxp3+ T cells could accurately predict disease status in asymptomatic and symptomatic children. Thirty-eight children had data for all the 4 T cell phenotypes considered. The children were randomly separated into 5 groups. Fixing one group as a test group, we trained a machine-learning model (precisely a support vector machine) on the other 4 groups and then predicted the disease status of children found in the test group. The process was repeated until each of the groups was used exactly once as a test group. The plot shows a representative heatmap of the predicted probability that each child is either asymptomatic or symptomatic. Strikingly, as expected, most asymptomatic (respectively symptomatic) children have a higher predicted probability of being asymptomatic (respectively symptomatic)