The online version of this article (doi:10.1186/1475-2875-11-396) contains supplementary material, which is available to authorized users.
The authors have declared no competing interests.
EB conducted the model runs and compiled the output. All authors contributed to the development of the model and wrote, read and approved the final manuscript.
Although 80% of malaria occurs in children under five years of age, infants under six months of age are known to have low rates of infection and disease. It is not clear why this youngest age group is protected; possible factors include maternal antibodies, unique nutrition (breast milk), and the presence of foetal haemoglobin (HbF). This work aims to gain insight into possible mechanisms of protection, and suggest pathways for focused empirical work, by modelling a range of possible effects of foetal haemoglobin and other red blood cell (RBC) developmental changes on parasite dynamics in infants.
A set of ordinary differential equations was created to investigate the leading hypotheses about the possible protective mechanisms of HbF-containing red blood cells, in particular whether HbF suppresses parasite population growth because parasite multiplication in individual RBCs is lower, slower or absent. The model also incorporated the intrinsic changes in blood volume and haematocrit that occur with age, and the possibility of parasite affinities for HbF-containing RBCs or reticulocytes.
The model identified several sets of conditions in which the infant remained protected, or displayed a much slower growth of parasitaemia in the first few months of life, without any intervening immune response. The most protective of the hypothesized mechanisms would be the inhibition of schizont division in foetal RBCs so that fewer merozoites are produced. The model showed that a parasite preference for HbF-containing RBCs increases protective effects for the host, while a preference for reticulocytes has little effect.
The results from this simple model of haematological changes in infants and their effects on Plasmodium falciparum infection dynamics emphasize the likely importance of HbF and RBC number as an explanatory factor in paediatric malaria, and suggest a framework for organizing related empirical research.
Additional file 1: Further Methods; Description: Further details on the methods. (DOC 56 KB)12936_2012_2577_MOESM1_ESM.doc
Additional file 2: Explanation of Figure 2; Description: Further explanation of the interpretation of Figure 2. (DOCX 14 KB)
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- Foetal haemoglobin and the dynamics of paediatric malaria
Erica MW Billig
Philip G McQueen
F Ellis McKenzie
- BioMed Central
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