| Literature DB >> 27014875 |
Myriam Arévalo-Herrera1,2, Mary Lopez-Perez1,3, Emmanuel Dotsey4, Aarti Jain4, Kelly Rubiano1, Philip L Felgner4, D Huw Davies4, Sócrates Herrera1,3.
Abstract
BACKGROUND: Acquisition of malaria immunity in low transmission areas usually occurs after relatively few exposures to the parasite. A recent Plasmodium vivax experimental challenge trial in malaria naïve and semi-immune volunteers from Colombia showed that all naïve individuals developed malaria symptoms, whereas semi-immune subjects were asymptomatic or displayed attenuated symptoms. Sera from these individuals were analyzed by protein microarray to identify antibodies associated with clinical protection. METHODOLOGY/PRINCIPALEntities:
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Year: 2016 PMID: 27014875 PMCID: PMC4807786 DOI: 10.1371/journal.pntd.0004563
Source DB: PubMed Journal: PLoS Negl Trop Dis ISSN: 1935-2727
Fig 1Schematic representation of the study.
Naïve (n = 7) and semi-immune (n = 9) volunteers were challenged by exposure to the bites of 2–4 P. vivax infected mosquitoes. Patent blood-stage parasitemia was detected by thick blood smear (TBS) and confirmed by real time qPCR on days 11 to 13 post-challenge. All volunteers were treated orally with chloroquine and primaquine and followed-up until day 145 after challenge.
Fig 2Antibody profiling in Colombian individuals before P. vivax challenge.
Plasmodium vivax protein arrays were probed with serum samples collected before challenge (day 0) and at four time-points afterwards, as shown in the schematic in Fig 1. A. Heat map showing serological profiles on day 0 prior to challenge for each Colombian naïve and semi-immune individual, and US controls for comparison. Raw signal intensities for each IVTT spot have been subtracted from the sample-specific median of background (IVTT control) spots, and the adjusted signal intensity represented by a color according to the key. Only the top 100 antigens are shown, ranked by average adjusted signals of both Colombian groups. B. Scatter plot of individual antigens, in which the average signal of each group (y-axis) is plotted against the average of all three groups (x-axis); the slope of the regression line is proportional to the overall breadth and intensity of the profile in each group. Each point represents the median fluorescence intensity (MFI) for all individuals examined in the particular group to a particular antigen. C. Bar chart of normalized array data (Log2 FOC) at 1:200 serum dilution. Only antigens with significant reactivity difference (p<0.05) between naïve and semi-immune volunteers are shown (raw p-values; green bars). Of all the significant antigens, nine were considered seropositive (i.e., using Log2 FOC >1 as the cutoff; red bracket); these are shown in Table 1.
The PlasmoDB gene ID and description of the top antigens that discriminate between naïve and semi-immune individuals at baseline.
| ORF PlasmoDB ID | Product description | Exon | Log 2 FOC normalized data | p value | |
|---|---|---|---|---|---|
| Naïve | Semi-immune | ||||
| PVX_083560 | Hypothetical protein, conserved | 2 of 2 | 0.754 | 1.738 | 0.047 |
| PVX_003775 | Merozoite surface protein 4 (MSP4) putative | 2 of 2 | 0.131 | 1.474 | 0.023 |
| PVX_118705 | Hypothetical protein, conserved | 1 of 1 | 0.979 | 1.344 | 0.027 |
| PVX_003770 | Merozoite surface protein 5 (MSP 5) | 1 of 2 | 0.292 | 1.276 | 0.021 |
| PVX_114145 | Merozoite surface protein 10 (MSP10) | 1 of 1 | 0.486 | 1.276 | 0.013 |
| PVX_121930 | 2 of 2 | 0.811 | 1.251 | 0.006 | |
| PVX_110965 | Merozoite surface protein 3 (MSP3) | 1 of 1 | 0.453 | 1.153 | 0.026 |
| PVX_092205 | Ubiquitin domain containing protein | 1 of 1 | 0.605 | 1.141 | 0.032 |
FOC, fold-over control. Values > 1 (i.e., two-fold over the IVTT controls spots) were considered seropositive.
p value using Wilcoxon Rank-Sum Test.
Fig 3Antibody reactivity after challenge.
A. Heat map of array data for all four post-challenge time points. Data were normalized by subtraction of IVTT controls, as described in Fig 2, and then subtracted from day 0 values to reveal more clearly the change in the profile due to challenge. The profile in one atypical naïve individual who presented with a new P. vivax infections on day 130 (‡), indicated by the dagger (†) in each time point is also shown. B. Venn diagrams of specific and shared antigens at each of the post-challenge time points. An antigen was defined as reactive if the average per group > avg + 2SD of the US controls; data for the atypical naïve individual were removed from this analysis. C. Dot plots showing numbers of reactive antigens for naïve and semi-immune volunteers at each post-challenge time point; data for the atypical naïve individual were removed for this analysis. Green lines = medians; ns = not significant (Wilcoxon Rank-Sum test).
Fig 4Antibody profile associated with clinical protection.
A. Kinetics of antibody response against P. vivax antigens. Semi-immune volunteers were segregated into those that developed fever and those who did not. Average of median fluorescence intensity (MFI) is shown. B-C. Bar graph of normalized array data (Log2 FOC) for top individual antigens in semi-immune volunteers at day 45 segregated by fever (blue bars) or no fever (red bars) (B) and headache (blue bars) vs. no headache (red bars) (C). P values in Log scale (green bars) using the Wilcoxon Rank-Sum Test are shown with the purple line representing the significance threshold (p = 0.05). Red bracket indicates seropositive antigens. Only antigens with significant reactivity (p<0.05) are shown.
Top reactive antigens at day 45 after challenge that discriminate between semi-immune individuals with fever or without fever.
| ORF PlasmoDB ID | Product description | Exon | Log 2 FOC normalized data | p value | |
|---|---|---|---|---|---|
| Avg Fever | Avg No Fever | ||||
| PVX_000930 | sexual stage antigen s16, putative | 1 of 1 | 2.389 | 1.024 | 0.021 |
| PVX_097730 | hypothetical protein, conserved | 1 of 1 | 2.352 | 0.458 | 0.002 |
| PVX_002550 | hypothetical protein, conserved | 2 of 3 S2 | 2.332 | -0.032 | 0.000 |
| PVX_110935 | hypothetical protein, conserved | 1 of 1 | 1.930 | 0.368 | 0.008 |
| PVX_090230 | early transcribed membrane protein (ETRAMP) | 1 of 2 | 1.721 | 0.632 | 0.004 |
| PVX_081830 | hypothetical protein | 2 of 2 | 1.347 | 0.643 | 0.023 |
| PVX_113775 | 6-cysteine protein (P12) | 1 of 1 | 1.322 | 0.316 | 0.001 |
| PVX_096110 | hypothetical protein, conserved | 1 of 5 S2 | 1.185 | 0.123 | 0.004 |
| PVX_119435 | activator of Hsp90 ATPase, putative (AHA1) | 5 of 5 | 1.184 | 0.480 | 0.042 |
| PVX_095185 | hypothetical protein, conserved | 1 of 2 | 1.179 | 0.229 | 0.006 |
| PVX_119445 | FAD dependent glycerol-3-phosphate dehydrogenase, putative | 1 of 1 | 1.151 | 0.368 | 0.021 |
| PVX_095115 | D123 (regulator of eIF2), putative | 1 of 3 | 1.113 | 0.247 | 0.021 |
FOC, fold-over control. Values > 1 (i.e., two-fold over the IVTT controls spots) were considered seropositive.
p value using Wilcoxon Rank-Sum Test.
New antigens at day 45 after challenge in semi-immune individuals with fever or without fever.
| ORF PlasmoDB ID | Product description | Log 2 FOC normalized data | p value | |
|---|---|---|---|---|
| Avg Fever | Avg No Fever | |||
| PVX_002550 | hypothetical protein, conserved | 2.407 | < 1 | 0.000 |
| PVX_097625 | Merozoite Surface Protein 8 (MSP8) | 2.303 | < 1 | 0.002 |
| PVX_097730 | hypothetical protein, conserved | 1.983 | < 1 | 0.000 |
| PVX_113245 | Cyclin dependent protein kinase, predicted | 1.921 | < 1 | 0.001 |
| PVX_092995 | Tryptophan rich antigen (Pvfama) | 1.872 | < 1 | 0.003 |
| PVX_094965 | hypothetical protein, conserved | 1.315 | < 1 | 0.047 |
| PVX_110965 | Merozoite surface protein 3 (MSP3) | 1.242 | < 1 | 0.049 |
| PVX_095185 | hypothetical protein, conserved | 1.146 | < 1 | 0.020 |
| PVX_092070 | hypothetical protein, conserved | 1.110 | < 1 | 0.044 |
| PVX_113775 | membrane protein pf12 precursor, putative | 1.038 | < 1 | 0.009 |
| PVX_117150 | 26S proteasome subunit, putative | 1.014 | < 1 | 0.005 |
| PVX_083560 | hypothetical protein, conserved | < 1 | 2.381 | 0.000 |
| PVX_099980 | Merozoite surface protein 1 (MSP1) | < 1 | 2.154 | 0.000 |
| PVX_082680 | Merozoite surface protein 7 (MSP7), putative | < 1 | 1.407 | 0.041 |
| PVX_114145 | Merozoite surface protein 10 (MSP10) | < 1 | 1.372 | 0.031 |
| PVX_003840 | Serine repeat antigen 3 (SERA3) | < 1 | 1.286 | 0.005 |
| PVX_121930 | hypothetical protein, conserved | < 1 | 1.243 | 0.007 |
| PVX_000995 | Transmission blocking target antigen Pfs230, putative | < 1 | 1.108 | 0.027 |
| PVX_084985 | hypothetical protein, conserved | < 1 | 1.094 | 0.010 |
| PVX_000930 | sexual stage antigen s16, putative | 2.828 | 1.652 | 0.000 |
| PVX_118705 | Hypothetical protein, conserved | 2.687 | 1.878 | 0.000 |
| PVX_081830 | hypothetical protein | 2.243 | 1.578 | 0.026 |
| PVX_090230 | early transcribed membrane protein (ETRAMP) | 1.994 | 1.263 | 0.029 |
| PVX_115450 | membrane associated histidine rich protein (MAHRP1) | 1.783 | 1.190 | 0.010 |
New antigens at day 45 that were absent from the baseline profile (day0).
FOC, fold-over control. Values > 1 (i.e., two-fold over the IVTT controls spots) were considered seropositive.
p value using Wilcoxon Rank-Sum Test between day 0 and day 45.