Agent-based models of malaria transmission: a systematic review.

BACKGROUND: Much of the extensive research regarding transmission of malaria is underpinned by mathematical modelling. Compartmental models, which focus on interactions and transitions between population strata, have been a mainstay of such modelling for more than a century. However, modellers are increasingly adopting agent-based approaches, which model hosts, vectors and/or their interactions on an individual level. One reason for the increasing popularity of such models is their potential to provide enhanced realism by allowing system-level behaviours to emerge as a consequence of accumulated individual-level interactions, as occurs in real populations. METHODS: A systematic review of 90 articles published between 1998 and May 2018 was performed, characterizing agent-based models (ABMs) relevant to malaria transmission. The review provides an overview of approaches used to date, determines the advantages of these approaches, and proposes ideas for progressing the field. RESULTS: The rationale for ABM use over other modelling approaches centres around three points: the need to accurately represent increased stochasticity in low-transmission settings; the benefits of high-resolution spatial simulations; and heterogeneities in drug and vaccine efficacies due to individual patient characteristics. The success of these approaches provides avenues for further exploration of agent-based techniques for modelling malaria transmission. Potential extensions include varying elimination strategies across spatial landscapes, extending the size of spatial models, incorporating human movement dynamics, and developing increasingly comprehensive parameter estimation and optimization techniques. CONCLUSION: Collectively, the literature covers an extensive array of topics, including the full spectrum of transmission and intervention regimes. Bringing these elements together under a common framework may enhance knowledge of, and guide policies towards, malaria elimination. However, because of the diversity of available models, endorsing a standardized approach to ABM implementation may not be possible. Instead it is recommended that model frameworks be contextually appropriate and sufficiently described. One key recommendation is to develop enhanced parameter estimation and optimization techniques. Extensions of current techniques will provide the robust results required to enhance current elimination efforts.

Heme oxygenase-1 affords protection against noncerebral forms of severe malaria.

Infection by Plasmodium, the causative agent of malaria, is associated with hemolysis and therefore with release of hemoglobin from RBC. Under inflammatory conditions, cell-free hemoglobin can be oxidized, releasing its heme prosthetic groups and producing deleterious free heme. Here we demonstrate that survival of a Plasmodium-infected host relies strictly on its ability to prevent the cytotoxic effects of free heme via the expression of the heme-catabolyzing enzyme heme oxygenase-1 (HO-1; encoded by the Hmox1 gene). When infected with Plasmodium chabaudi chabaudi (Pcc), wild-type (Hmox1(+/+)) BALB/c mice resolved infection and restored homeostasis thereafter (0% lethality). In contrast, HO-1 deficient (Hmox1(-/-)) BALB/c mice developed a lethal form of hepatic failure (100% lethality), similar to the one occurring in Pcc-infected DBA/2 mice (75% lethality). Expression of HO-1 suppresses the pro-oxidant effects of free heme, preventing it from sensitizing hepatocytes to undergo TNF-mediated programmed cell death by apoptosis. This cytoprotective effect, which inhibits the development of hepatic failure in Pcc-infected mice without interfering with pathogen burden, is mimicked by pharmacological antioxidants such as N-acetylcysteine (NAC). When administered therapeutically, i.e., after Pcc infection, NAC suppressed the development of hepatic failure in Pcc-infected DBA/2 mice (0% lethality), without interfering with pathogen burden. In conclusion, we describe a mechanism of host defense against Plasmodium infection, based on tissue cytoprotection against free heme and limiting disease severity irrespectively of parasite burden.

Characterization of donor dendritic cells and enhancement of dendritic cell efflux with CC-chemokine ligand 21: a novel strategy to prolong islet allograft survival.

Dendritic cells (DCs) are the most potent antigen-presenting cells, yet little data are available on the differential characteristics of donor and recipient DCs (dDCs and rDCs, respectively) during the process of islet allograft rejection. DTR-GFP-DC mice provide a novel tool to monitor DC trafficking and characteristics during allograft rejection. We show rapid migration of dDCs to recipient lymphoid tissues as early as 3 h post-islet allotransplantation. Compared with rDCs, dDCs express different patterns of chemokine receptors, display differential proliferative capacity, and exhibit a higher level of maturity; these findings could be attributed to the effects of injury that dDCs undergo during islet cell preparation and engraftment. Intriguingly, we detected dDCs in the spleen of recipients long after rejection of islet allografts. Given that dDCs express high levels of CCR7, islets were cultured before transplant with the ligand for CCR7 (CCL21). This novel method, which enabled us to enhance the efflux of dDCs from islet preparations, resulted in a prolongation of islet allograft survival in immunocompetent recipients. This study introduces dDCs and rDCs as two distinct types of DCs and provides novel data with clinical implications to use chemokine-based DC-depleting strategies to prolong islet allograft survival.

Heme oxygenase-1 is essential for and promotes tolerance to transplanted organs.

This investigation focused on obtaining a further understanding of the role of heme oxygenase-1 (HO-1) in tolerance induction. Hearts from C57BL/6 (H-2b) mice survived long-term when transplanted into BALB/c (H-2d) recipients treated with the tolerance-inducing regimen of anti-CD40L antibody (MR-1) plus donor-specific transfusion (DST). Grafts did not, however, survive long-term in (HO-1-/-) recipients given the same treatment. Similarly, long-term survival induced by DST was ablated when HO-1 activity was blocked by zinc protoporphyrin IX (ZnPPIX). We further asked whether modulation of HO-1 expression/activity could be used to promote the induction of graft tolerance. DST alone (day 0) failed to promote any prolongation of survival of DBA/2 (H-2d) hearts transplanted into B6AF1 (H-2(b,k/d)) recipients. However, long-term survival and (dominant peripheral) tolerance were readily induced when DST was combined with induction of HO-1 expression by cobalt protoporphyrin IX (CoPPIX). HO-1 induction plus DST led to a significant up-regulation of Foxp3, TGF-beta, IL-10, and CTLA4, which suggests a prominent role for CD4+CD25+ regulatory T cells (Tregs). In fact, the tolerogenic effect of HO-1 plus DST was dependent on CD4+CD25+ Tregs as suggested by adoptively transferring these cells into irradiated recipients under various regimens. Taken together, these findings show that expression of HO-1 in a graft recipient can be essential for long-term graft survival and for induction of tolerance and that modulation of HO-1 expression/activity can be used therapeutically to synergize in the generation of graft tolerance.

Decay-accelerating factor prevents acute humoral rejection induced by low levels of anti-alphaGal natural antibodies.

BACKGROUND: Hyperacute and delayed vascular rejection due to natural antibodies (NAb) present major obstacles in pig-to-primate xenotransplantation. Although "supraphysiologic" expression of human complement regulatory proteins (CRPs) can prevent hyperacute rejection in discordant xenogenic recipients, their physiologic role in the homologous setting is undefined. We have evaluated the effect of the absence of decay-accelerating factor (DAF) on cardiac allograft rejection in the presence of different levels of antidonor antibodies (Ab). METHODS: DAF1-deficient (DAF KO; B6129F2 H-2) mice were used as heart graft donors to alpha1,3-galactosyltransferase deficient (GalT KO; B6, H-2) recipients. Heterotopic heart grafting was performed with or without presensitization. Graft survival, histology, and anti-alphaGal Ab levels were monitored. RESULTS: DAF knockout (KO) but not wild-type (WT) grafts showed hyperacute or acute humoral rejection in nonsensitized GalT KO mice with low levels of anti-alphaGal IgM NAb. However, humoral rejection of both DAF KO and DAF WT donor grafts occurred in presensitized GalT KO recipients. CONCLUSIONS: The expression of DAF prevents hyperacute rejection in mice with low titers of anti-alphaGal antibody. These studies demonstrate the physiologic role of DAF in preventing humoral rejection in the presence of low levels of NAb and have implications for transplantation of discordant vascularized xenografts.

Induction of xenograft accommodation by modulation of elicited antibody responses1 2.

BACKGROUND: We have established that the timing of splenectomy influences the magnitude of the xenoreactive antibody (XAb) response and thus hamster heart survival in cyclosporine (CyA)-treated rats. This model has been used to test our hypothesis that modulation of XAb responses without perturbation of complement may influence the development of graft accommodation. METHODS: Pretransplantation splenectomy (day -1/day 0) fully abrogated anti-graft IgM response, whereas a delayed procedure (day 1/day 2) caused significantly delayed (3-4 days) and decreased levels (two- to threefold) of XAb. Both interventions resulted in long-term graft survival. After surviving for 7 or more days, xenografts in CyA-treated rats with post-, but not pre-, transplantation splenectomy were also resistant to exogenous anti-graft XAb. Such grafts meet the criteria for accommodation. Accommodating hearts displayed progressive and increasing expression of protective genes, such as heme oxygense (HO)-1 and A20, in endothelial cells and smooth muscle cells. RESULTS: Our results suggest that XAb responses may influence the kinetics of accommodation development possibly by promoting protective gene expression. This hypothesis was directly tested in vitro. Pretreatment of porcine aortic endothelial cells with sublytic amounts of baboon anti-pig serum for 24 hr induced HO-1 expression; this was associated with cell resistance to lytic amounts of such serum. Overexpression of HO-1 by adenoviral-mediated gene transfer in porcine aortic endothelial cells resulted in similar protective effects. CONCLUSIONS: Delayed and relatively low levels of XAb IgM promote expression of protective genes in the graft and thereby aid in the progress of accommodation. Expression of HO-1 protects xenoserum-mediated endothelial cell destruction.