Humanized DRAGA mice immunized with Plasmodium falciparum sporozoites and chloroquine elicit protective pre-erythrocytic immunity
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Human-immune-system humanized mouse models can bridge the gap between humans and conventional mice for testing human vaccines. The HLA-expressing humanized DRAGA (HLA-A2.HLA-DR4.Rag1KO.IL2RγcKO.NOD) mice reconstitute a functional human-immune-system and sustain the complete life cycle of Plasmodium falciparum. Herein, the DRAGA mice were investigated for immune responses following immunization with live P. falciparum sporozoites under chloroquine chemoprophylaxis (CPS-CQ), an immunization approach that showed in human trials to confer pre-erythrocytic immunity.
The CPS-CQ immunized DRAGA mice (i) elicited human CD4 and CD8 T cell responses to antigens expressed by P. falciparum sporozoites (Pfspz) and by the infected-red blood cells (iRBC). The Pfspz-specific human T cell responses were found to be systemic (spleen and liver), whereas the iRBCs-specific human T cell responses were more localized to the liver, (ii) elicited stronger antibody responses to the Pfspz than to the iRBCs, and (iii) they were protected against challenge with infectious Pfspz but not against challenge with iRBCs.
The DRAGA mice represent a new pre-clinical model to investigate the immunogenicity and protective efficacy of P. falciparum malaria vaccine candidates.
KeywordsHumanized DRAGA mice Plasmodium falciparum Malaria Human T cells Antibodies Chloroquine Immunization
Malaria is a deadly infectious disease caused by a protozoan of the Plasmodium species. The disease is initiated by the bite of an infected female Anopheles mosquito and inoculation of sporozoites in skin, which rapidly migrate through the bloodstream to infect hepatocytes. Mature liver stage parasites are then released to the bloodstream to invade the red blood cells and to initiate the asexual erythrocytic cycles responsible for the clinical manifestations of malaria . Among the five species of Plasmodium that infect humans, Plasmodium falciparum is the most virulent with 212 million new cases worldwide, and 429,000 deaths reported in the year of 2016 mainly infants, children, and pregnant women living in sub-Saharan Africa .
Rodents, New World monkeys, and chimpanzees have been used for decades as pre-clinical models of malaria. While rodents have been critically important to study the biology of malaria parasites, it is now clear that rodent malaria parasites do not represent the complexity of P. falciparum. First, the duration of liver stage infection is 2–3 days for rodent malaria parasites, but 7 days for P. falciparum . Secondly, rodent malaria parasites lack orthologues for many proteins expressed by P. falciparum such as the liver stage antigen 1 (LSA1)  and var, rif, stevor, and Pfmc-2TM, which are responsible for immune evasion . Thirdly, proteins shared by P. falciparum and rodent malaria parasites differ in their biological function . New World monkeys can be experimentally infected with monkey-adapted P. falciparum blood stage parasites, and splenectomy is required for long-term blood infections . Except for one Aotus subspecies (Aotus lemurinus griseimembra), New World monkeys do not sustain reproducible P. falciparum liver stage infection . Great apes can be experimentally infected with P. falciparum sporozoites or with blood stage parasites, but the use of great apes for research is under moratorium . Consequently, the lack of convenient animal models for P. falciparum has urged the need of testing the protective efficacy of human malaria vaccine candidates directly in human trials.
HLA class II-expressing DRAG (HLA-DR4.RagKO.IL2RγcKO.NOD) mice infused with HLA-matched human haematopoietic stem cells (HSC) efficiently repopulate the mouse thymus with human T cell precursors, and reconstitute peripheral lymphoid organs with functional human T cells and with human B cells that undergo immunoglobulin class switching and secrete human IgG [8, 9, 10, 11, 12]. The DRAG mice, by virtue of reconstituting human cell compartments, sustain infection with human pathogens, such as P. falciparum, HIV-1, Zika, and influenza A viruses [9, 10, 11, 12, 13]. Since DRAG mice do not express transgenically human HLA class-I molecules, and expression of HLA class-I molecules is required for reconstitution of HLA class-I restricted human CD8 T cells, HLA class I/II-expressing DRAGA (HLA-A2.HLA-DR4.RagKO.IL2RγcKO.NOD) mice were generated and upon vaccination they showed to elicit human CD8 T cells that are HLA class I-restricted and cytotoxic .
Immunization of humans with P. falciparum sporozoites under chloroquine prophylaxis (CPS-CQ) elicits pre-erythrocytic immunity [15, 16, 17, 18, 19], since the immunized volunteers were protected against challenge with P. falciparum sporozoites (Pfspz), but not against challenge with P. falciparum infected-red blood cells (iRBCs) . To determine whether the human immune system of DRAGA mice is competent enough to elicit protective immune responses against malaria parasites, DRAGA mice were immunized with P. falciparum CPS-CQ. The immunized DRAGA mice elicited human T cell and antibody responses to the Pfspz and to the iRBCs, and they were protected against challenge with Pfspz, but not against challenge with iRBCs. The results indicate the potential of DRAGA mice to investigate the immunogenicity and protective efficacy of P. falciparum malaria vaccine candidates.
DRAGA mice express HLA-A2.1 and HLA-DR0401 molecules on a Rag1KO.IL2RγcKO.NOD (NRG) background and they have been previously described . HLA-A2.1.HLA-DR0401 positive umbilical cord bloods were obtained from the NY Blood Center, Long Island City. Four to six-week old DRAGA mice were irradiated (350 rads) and injected intravenously with CD3 T cell-depleted cord blood cells (EasySep Human CD3 Positive Selection Kit, Stem Cell Technologies, #18051) containing approximately 105 human HSC (CD34+) as measured by FACS using human CD34 antibodies (clone#563, BDbiosciences). The procedures for assessing human T and B cell and erythrocyte reconstitution in peripheral blood by FACS have been previously described [8, 9, 10, 14]. Human albumin plasma levels were measured by ELISA (Human albumin ELISA kit, Bethyl Labs). DRAGA mice were used at 4 months post-infusion of human HSC. As previously reported  most (> 90%) DRAGA mice reconstitute human cells. The human reconstitution status in blood of DRAGA mice used in this study is shown in Additional file 1: Table S1.
Plasmodium falciparum (NF54)-infected Anopheles stephensi mosquitoes were obtained from the Department of Entomology at WRAIR/NMRC. The Pfspz were isolated by dissecting the salivary glands as described . Cultures of P. falciparum infected red blood cells (iRBCs) (NF54) containing a mixture of asexual stage parasites (rings, trophozoites and schizonts) were obtained from the Malaria Culture Core at WRAIR/NMRC.
DRAGA mice were injected intravenously with Pfspz (NF54, 105/mouse) three times at 2 weeks apart. During each immunization mice were injected with chloroquine diphosphate (25 mg/kg weight, intraperitoneally) at days 0, 1 and 7 of the sporozoite injection. Three weeks after the last immunization mice were either euthanized to assess human T cell responses in spleen and liver, or they were challenged with P. falciparum parasites.
T cell assays
Splenic cells were isolated as described [8, 9, 10]. For isolation of liver mononuclear cells, the livers were disrupted as described , spun at 60 g for 1 min to remove hepatocytes, and the supernatants were further spun at 890 g for 10 min. Cell pellets were suspended in PBS and subjected to 36% Percoll density gradient (Percoll, Sigma-Aldrich, St. Louis, MO) centrifugation at 890g for 30 min for isolation of mononuclear cells. Splenic cells and liver mononuclear cells were cultured in 96 flat-well plates (5 × 105 per well/0.2 ml) and stimulated either with irradiated Pfspz (10,000 rads, 25,000 per well), with iRBCs protein extracts (200 µg/ml), with PfAMA1406–414 (TQKCEIFNV) (10 µg/ml) synthetic peptide (Mimotopes)  for 4 days, or with PMA (1 µg/ml) plus ionomycin (50 nM) (Sigma) for 2 days. Control cultures were non-stimulated, or they were stimulated with un-infected RBC (uRBC) protein extracts for 4 days. Human cytokines secreted in cell culture supernatants were measured by Luminex (#LHC0001M, InVitrogen), which is human validated and does not cross-react with mouse cytokines [8, 14].
Plasmodium falciparum iRBCs protein extracts
Cultures of P. falciparum iRBCs (NF54), or equal numbers of uninfected RBCs, were pelleted and suspended in ACK for 5 min on ice to lyse the erythrocytes and washed twice in 1×PBS (4000 rpm, 10 min). The pellet was freeze-thawed three times using liquid nitrogen and boiling water followed by sonication at 50% amplitude for 20 s with 10 s break for a total cycle of 3 min. Protein concentration was measured by Biuret.
Splenic and liver mononuclear cells were incubated for 10 min with Fc Block (BDbiosciences) and surface stained with human CD45 (clone #2D11), CD3 (clone #HIT3a), CD4 (clone #SK3), CD8 (clone #RPA-T8) and CD19 (clone #H1B19) antibodies (BDbiosciences). For intracellular staining, cells were surface stained as above, fixed/permeabilized using BD Cytofix/Cytoperm (BDbiosciences) followed by staining with human FOXP3 (clone #236A/E7, eBioscience), TNFα (clone #Mab11) or IFNγ (clone#B27) antibodies (BDbiosciences) as described [8, 10, 14]. As we previously showed the human antibodies do not cross-react with mouse cells [8, 10, 14]. Cell populations were quantified on the mononuclear FSC/SSC gate (Additional file 2: Figure S1).
Pfspz and iRBCs antibody titers by IFA
NF54 Pfspz, or cultures of iRBCs at 6% parasitaemia were washed twice in PBS/1% BSA. Teflon printed 12-well slides (Electron Microscopy Sciences, Hatfield, PA) were coated with Pfspz (5000/well) or with iRBC (10,000 RBCs/well at 6% parasitaemia) as described . Slides were air dried and stored at − 80 °C until use. Upon thawing, slides were blocked with PBS/1% BSA for 30 min at 37 °C. Twenty microliters of plasma starting at 1:20 and sequential two-fold serial dilutions were added to the wells and incubated for 1 h at 37 °C. Slides were washed three times with PBS, incubated with FITC-labeled goat F(ab′)2 anti-human IgG (γ chain) or anti-human IgM (µ chain) (Southern Biotech) to measure specific human IgG or IgM antibody titers, or with anti-human IgG (H + L) (BDbiosciences) to measure total specific human antibody titers, for 30 min at 37 °C, washed, and mounted with Vectashield-DAPI (Vector Laboratories).
Mice were challenged intravenously with infectious Pfspz (NF54, 105/mouse) or with iRBCs (NF54, 7 × 105/mouse).
Mice challenged with Pfspz were followed for blood stage parasitaemia by PCR as previously described . Briefly, 100 µl of blood was used to extract DNA (DNeasy blood and tissue kits Qiagen, Valencia, CA), and suspended in 100 µl elution buffer. A pair of Plasmodium genus-specific primers was used to amplify all units of rRNA distributed in chromosomes 1, 5, 7, 11 and 13; Forward 5-GCTCTTTCTTGATTTCTTGGATG-3 and Reverse 5-AGCAGGTTAAGATCTCGTTCG-3 [10, 21]. PCR was carried out in 20 μl reaction volume containing 5 µl of DNA, 0.025 unit of Taq polymerase (Life technologies), 0.5 μM each primer, 0.2 mM deoxynucleotide triphosphates (dNTPs) (Life technologies) and 0.2 mM MgCl2. PCR settings were: 1 cycle for 95 °C for 10 min followed by 43 cycles of 95 °C for 30 s, 60 °C for 30 s and 72 °C for 1 min. For quality control DNA, samples were PCR using primers specific for HLA-DR4 (housekeeping gene) as described . PCR products were analysed on agarose gels (3%) with ethidium bromide. Quantification of blood stage parasitaemia in mice challenged with iRBCs was carried by qPCR (SYBRgreen, master mix, Applied Biosystems) in 20 μl reaction volume containing 5 µl of DNA and 0.5 μM Plasmodium genus-specific primers. The qPCR settings were: 1 cycle of 95 °C for 15 min followed by 45 cycles of 95 °C for 30 s, 60 °C for 30 s. CT values for each sample were plotted against a standard curve that was prepared using 10 fold dilutions of DNA extracted from NF54 synchronized P. falciparum ring-stage parasite infected-red blood cells. Specific PCR products were further confirmed by running the qPCR samples in agarose gels (3%) stained with ethidium bromide.
Data were analysed using 2-tailed Student t test or Z test at significant level of 0.05. Correlations were assessed by Spearman’s rank correlation coefficient. Non-parametric statistical analyses (mean fold reduction) were also used to analyse data that did not reach statistical power.
CPS-CQ immunization alters the numbers of human T and B cells in DRAGA mice
Since regulatory CD4+FOXP3+ T cells (Tregs) are an important T cell compartment that modulates T cell as well as antibody responses , and human Tregs develop in DRAGA mice , the effect of CPS-CQ immunization on the numbers of human Tregs was investigated. As illustrated in Fig. 1b, the mean average number of human Tregs in spleen and liver of immunized DRAGA mice was reduced (1.5 fold) as compared to control mice though the results did not reach statistical significance. In aggregate the results indicated that CPS-CQ immunization alters the numbers of human T and B cells. Remarkably, two DRAGA mice treated with CQ alone had human T and B cell mean average numbers that were similar to those in CPS-CQ immunized mice and reduced as compared to the control mice (Fig. 1a, b), suggesting that the lymphocytes changes are a consequence of the CQ treatment rather than to the sporozoite injection.
CPS-CQ immunization does not affect the cytokine secretory function of human T cells
A critical function of human T cells is cytokine secretion. Cytokines are small molecules that play an important role in regulating humoral and cellular responses . Since CPS-CQ immunization decreased the numbers of human T cells, their functional ability to secrete cytokines was investigated. For this, splenic and liver mononuclear cells from CPS-CQ and control (untreated) DRAGA mice were cultured in vitro with PMA/ionomycin to stimulate the human T cells, and cytokines secreted in the cell culture supernatants were measured by Luminex. As illustrated in Fig. 1c, the splenic and liver T cells from CPS-CQ immunized DRAGA mice were proficient at secreting human IL-2, IFNγ, and TNF. These results showed that while CPS-CQ-immunization decreased the numbers of human T cells, it did not negatively affect their functional ability to secrete cytokines. Indeed, the liver T cells from CPS-CQ-immunized mice secreted higher levels of human IFNγ and TNF than the T cells from control mice, suggesting the presence of activated T cells in the liver of the immunized mice.
CPS-CQ immunized DRAGA mice elicit human CD4 and CD8 T cell responses to the Pfspz and to the iRBCs
AMA1-specific, HLA-A2-restricted human CD8 T cells localize in the liver of CPS-CQ immunized DRAGA mice
DRAGA mice immunized with CPS-CQ elicit stronger antibody responses to the Pfspz than to the iRBCs
Pfspz antibody titers, but not iRBCs antibody titers, negatively correlate with the frequency of splenic human CD4+FOXP3+ Tregs
Regulatory CD4+FOXP3+ T cells (Tregs) regulate humoral responses either by inhibiting the ability of helper CD4 T cells to support B cell antibody secretion , or by direct inhibition on the B cells . To determine whether the human Tregs in DRAGA mice can regulate antibody responses to P. falciparum, the antibody titers at 3 weeks after the third immunization were compared with the frequency of splenic human Tregs. As illustrated in Fig. 5b, the titers of human IgM (left panel) and IgG (middle panel) to Pfspz negatively correlated with the frequency of splenic Tregs (− 0.56 and − 0.82, respectively, Spearman correlation coefficient). In contrast, there was no negative correlation between the titers of human IgM to iRBCs and the frequency of splenic Tregs (+ 0.31, right panel). These results suggested that human Tregs play a role in regulating antibody responses to Pfspz antigens but not to iRBC antigens.
DRAGA mice immunized with CPS-CQ are protected against challenge with Pfspz, but not against challenge with iRBCs
To discern whether CPS-CQ immunization elicited protective pre-erythrocytic or erythrocytic immunity, additional DRAGA mice were immunized with CPS-CQ or treated with CQ alone and 3 weeks after the last immunization they were challenged intravenously with P. falciparum iRBCs (7 × 105 per mouse). Blood stage parasitaemia was measured by qPCR using primers specific for Plasmodium 18S rRNA at days 3 and 9 post-iRBC challenge. As shown in Fig. 6c, the CPS-CQ immunized DRAGA mice were unprotected against challenge with P. falciparum iRBCs since they sustained similar levels of parasitaemia as the control (CQ) mice. In aggregate, these results indicated that protective immunity elicited by P. falciparum CPS-CQ immunization in DRAGA mice occurs at the pre-erythrocytic stage of infection.
This study showed that DRAGA mice immunized with P. falciparum CPS-CQ elicited human T cell and antibody responses and they were protected against malaria. Protective immunity was pre-erythrocytic as evidenced by the fact that the CPS-CQ immunized DRAGA mice were protected against challenge with Pfspz but they were not protected against challenge with iRBCs. The results in humanized DRAGA mice are in agreement with clinical trials demonstrating that human volunteers immunized with CPS-CQ elicited pre-erythrocytic immunity, since they were protected against challenge with infectious Pfspz [15, 16, 17, 18, 19], but were unprotected against challenge with iRBCs . In contrast, studies in rodent malaria models have not reached a consensus on the immunity conferred by CPS-CQ. While BALB/c and C57BL/6 mice immunized with Plasmodium yoelii CPS-CQ elicited both pre-erythrocytic and erythrocytic immunity, since they were protected either against challenge with sporozoites or with blood stage parasites [26, 27, 28], rats immunized with P. yoelii CPS-CQ elicited only pre-erythrocytic immunity . On the other hand, C57BL/6 mice immunized with Plasmodium berghei CPS-CQ elicit pre-erythrocytic immunity , while C57BL/6 mice immunized with Plasmodium chabaudi elicit erythrocytic immunity . The differential ability of CPS-CQ immunization to confer pre-erythrocytic and/or erythrocytic immunity in animals and humans may be explained by intrinsic differences among the many rodent malaria parasites (P. yoelii, P. berghei, P. chabaudi) and P. falciparum, as well as differences between the mouse and human immune systems. The results indicating that DRAGA mice immunized with P. falciparum CPS-CQ elicited pre-erythrocytic immunity, as found in clinical trials, show the potential of DRAGA mice as a new pre-clinical model to investigate the immunogenicity and protective efficacy of P. falciparum malaria vaccine candidates.
This study further revealed that CPS-CQ immunization (i) altered the numbers of human T and B cells in spleen and in the liver, (ii) elicited specific humoral and cellular responses to the Pfspz and to the iRBCs, and (iii) a role of Tregs in regulating humoral responses to Pfspz antigens, but not to the iRBCs antigens.
CPS-CQ immunization in DRAGA mice significantly decreased the numbers of human CD4 and CD8 T cells in spleen and liver with a concomitant increase in the numbers of human B cells. This was most likely related to CQ treatment, rather than to the sporozoite injection, since the same was true for DRAGA mice treated with CQ alone though the small sample size (n = 2 mice treated with CQ alone) is a limitation of the study. However, the reduction in the number of human T cells after CPS-CQ immunization or CQ treatment, as found in this study, is in agreement with data from humans living in malaria endemic areas that were treated with CQ to prevent malaria , and with data from patients treated with CQ to ameliorate lupus erythematosus , which showed a decreased in the number of human T cells in the peripheral blood. CPS-CQ immunization or CQ treatment also increased the numbers of human B cells in DRAGA mice, though there are no reports from human studies indicating that CQ treatment increases the numbers of human B cells in blood. Of note, this study examined the spleen where the ratio of human T cells as compared to human B cells averages some 1:1, while the human studies examined peripheral blood where the T cells outnumber the B cells (70–85% T cells, 5–20% B cells) , which could have masked an effect of CQ for increasing the numbers of human B cells. A safety CPS-CQ clinical trial also reported a reduction on the numbers of human leukocytes in peripheral blood of some of the immunized volunteers, though this human study did not specifically examine the numbers of human T and B cells . Besides the anti-malarial effect of CQ, which is mediated by preventing detoxification of host haemoglobin in the parasite vacuole , CQ is also known to induce apoptosis in memory T cells (CD45RA− CD45RO+)  and to inhibit T cell proliferation in vitro [37, 38]. However, the T cells from CPS-CQ immunized DRAGA were as proficient at secreting human cytokines (IL-2, IFNγ, and TNFα) as the T cells from control (untreated) DRAGA mice, indicating that CPS-CQ immunization did not alter the functional ability of human T cells to secrete cytokines.
Secondly, this study indicated that DRAGA mice immunized with CPS-CQ elicited Pfspz-specific CD4 and CD8 T cells in the liver and spleen, whereas iRBC-specific CD4 and CD8 T cells were mainly localized in the liver. Though this study did not use liver stage parasites for in vitro T cell stimulation due to the difficulty of isolating liver stage parasites , it is known that iRBCs express many proteins that are also shared by late liver stage parasites . As such, the iRBCs-reactive T cells found localized in the liver of immunized DRAGA mice might be indeed specific for late liver stage antigens, which would account for the presence of iRBC-specific T cells in the liver. In support of this, it was found that most immunized DRAGA mice had liver-resident human CD8 T cells specific for AMA1, which is a protein expressed by sporozoites, by the late liver stage parasites (schizonts), and by the blood stage parasites . As a note, the DRAGA mice used for this study were well reconstituted with human T cells (Additional file 1: Table S1) and they were proficient at secreting cytokines (Fig. 1c). Though the variability on the malaria-specific human T cell responses developed by each DRAGA mouse immunized with CPS-CQ cannot be explained, humans immunized with CPS-CQ also showed high variability on malaria-specific T cell responses [15, 16, 17, 18, 19].
DRAGA mice immunized with CPS-CQ also elicited antibodies against the Pfpsz and to the iRBCs, though the Pfspz antibody titers were significantly higher than those to the iRBCs. This is agreement with data from CPS-CQ clinical trials indicating that while the immunized volunteers elicited antibodies against pre-erythrocytic and erythrocytic antigens, the magnitude of the antibody response was skewed toward the pre-erythrocytic antigens [15, 41]. Furthermore the human B cells of CPS-CQ immunized DRAGA mice secreted IgM and IgG antibodies to the Pfspz but only IgM antibodies to the iRBCs. These results suggest that antibodies to the Pfspz could be T-cell dependent and that antibodies to the iRBCs could be T-cell independent, since helper CD4 T cells are required to support B cell immunoglobulin class switching from IgM to IgG , and T-cell independent antibodies are predominantly of IgM isotype . The hypothesis was further supported by the negative correlation between the Pfspz antibody titers and the frequency of splenic human CD4+FOXP3+ Tregs, whereas there was no negative correlation between the antibodies to iRBCs and the frequency of splenic Tregs. The Tregs are known to regulate antibody responses either (i) by inhibiting helper CD4 T cell function through secretion of suppressive cytokines or direct cell–cell contact interactions [reviewed in 44] or (ii) by direct inhibition on the B cells [25, 45, 46].
This study also suggested that antibodies to the Pfspz or iRBCs (as measured by IFA) may not be sufficient for protection, since the only immunized and unprotected DRAGA mouse had similar Pfspz and iRBCs antibody titers as the protected mice. Studies in rodents that were immunized with P. yoelii CPS-CQ indicated that protection is not mediated by antibodies, since transfer of sera from immunized mice into naïve mice did not protect against malaria . In a CPS-CQ human trial in which 2 out 5 immunized volunteers were unprotected, antibodies to CSP and LSA-1 did not significantly differ between protected and unprotected subjects . Furthermore, monoclonal antibodies against the C-terminus of P. falciparum CS protein that were generated using B cells of CPS-CQ immunized and protected subjects, showed to be ineffective against malaria infection when tested in mice challenged rodent malaria parasites that express P. falciparum CS protein .
In aggregate, this study demonstrated that the human immune system of DRAGA mice is robust enough to elicit protective immunity against P. falciparum. DRAGA mice thus represent a new humanized mouse model with potential for testing the immunogenicity and protective efficacy of P. falciparum malaria vaccine candidates and anti-malarial drugs.
This study provides first evidence for a P. falciparum humanized mouse model (DRAGA) able to elicit protective human immune responses upon malaria vaccination. DRAGA mice immunized with live P. falciparum sporozoites and chloroquine elicited systemic (spleen and liver) T cell responses to antigens expressed by the Pfspz and liver T cell responses to antigens expressed by the iRBCs, mounted stronger antibody responses to the Pfspz as compared to the iRBCs, and they were protected against challenge with infectious Pfspz, but unprotected against challenge with iRBCs. The DRAGA mouse model represents a new pre-clinical model that can aid investigating the immunogenicity/protective efficacy of human malaria vaccine candidates and the efficacy of anti-malarial drugs.
SC, WW, and SM conceived the study. SM, WW, and SS performed the experiments. WW, SM, TDB and SC analysed and interpreted data. SC wrote the manuscript with contributions from all authors. All authors read and approved the final manuscript.
The authors would like to thank Ms. Megan Dowler (WRAIR) for providing P. falciparum-infected mosquitoes, to Ms. Janette Moch (WRAIR) for providing P. falciparum-infected blood cultures, and to Dr. Cara Olsen and Dr. Sorana Raiciulescu (USUHS) for helping with the statistical analyses. SC and TDB are US Government Employees. This work was supported by work unit number A1210 with funding from the Military Infectious Diseases Research Program (MIDRP) to SC. Title 17 U.S.C. §101 defines a US Government work as a work prepared by a military service member or employee of the US Government as part of that person’s official duties. The views expressed are those of the authors and do not necessarily reflect the official policy or position of the Department of the Navy, Department of Defense, nor the US Government.
The authors declare that they have no competing interests.
Availability of data and materials
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.
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Ethics approval and consent to participate
All animal procedures were conducted under IACUC protocols approved by WRAIR/NMRC and USUHS in compliance with the Animal Welfare Act and in accordance with the principles set forth in the “Guide for the Care and Use of Laboratory Animals,” Institute of Laboratory Animals Resources, National Research Council, National Academy Press, 1996.
This work was supported by work unit number A1210 with funding from the Military Infectious Diseases Research Program (MIDRP) to SC.
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