title: Mapping the risk of anaemia in preschool-age children: the contribution of malnutrition, malaria, and helminth infections in West Africa.
abstract: BACKGROUND
  Childhood anaemia is considered a severe public health problem in most countries of sub-Saharan Africa. We investigated the geographical distribution of prevalence of anaemia and mean haemoglobin concentration (Hb) in children aged 1-4 y (preschool children) in West Africa. The aim was to estimate the geographical risk profile of anaemia accounting for malnutrition, malaria, and helminth infections, the risk of anaemia attributable to these factors, and the number of anaemia cases in preschool children for 2011.
  
  
  RESULTS
  National cross-sectional household-based demographic health surveys were conducted in 7,147 children aged 1-4 y in Burkina Faso, Ghana, and Mali in 2003-2006. Bayesian geostatistical models were developed to predict the geographical distribution of mean Hb and anaemia risk, adjusting for the nutritional status of preschool children, the location of their residence, predicted Plasmodium falciparum parasite rate in the 2- to 10-y age group (Pf PR(2-10)), and predicted prevalence of Schistosoma haematobium and hookworm infections. In the four countries, prevalence of mild, moderate, and severe anaemia was 21%, 66%, and 13% in Burkina Faso; 28%, 65%, and 7% in Ghana, and 26%, 62%, and 12% in Mali. The mean Hb was lowest in Burkina Faso (89 g/l), in males (93 g/l), and for children 1-2 y (88 g/l). In West Africa, severe malnutrition, Pf PR(2-10), and biological synergisms between S. haematobium and hookworm infections were significantly associated with anaemia risk; an estimated 36.8%, 14.9%, 3.7%, 4.2%, and 0.9% of anaemia cases could be averted by treating malnutrition, malaria, S. haematobium infections, hookworm infections, and S. haematobium/hookworm coinfections, respectively. A large spatial cluster of low mean Hb (<80 g/l) and maximal risk of anaemia (>95%) was predicted for an area shared by Burkina Faso and Mali. We estimate that in 2011, approximately 6.7 million children aged 1-4 y are anaemic in the three study countries.
  
  
  CONCLUSIONS
  By mapping the distribution of anaemia risk in preschool children adjusted for malnutrition and parasitic infections, we provide a means to identify the geographical limits of anaemia burden and the contribution that malnutrition and parasites make to anaemia. Spatial targeting of ancillary micronutrient supplementation and control of other anaemia causes, such as malaria and helminth infection, can contribute to efficiently reducing the burden of anaemia in preschool children in Africa.
authors.affiliation: School of Population Health, University of Queensland, Herston, Queensland, Australia. r.magalhaes@sph.uq.edu.au
authors.forename: Ricardo J Soares
authors.initials: RJ
authors.lastname: Magalhães
authors.forename: Archie C A
authors.initials: AC
authors.lastname: Clements
mesh_terms: D000354:Africa, Western / Q000453:epidemiology; D017677:Age Distribution; D000531:Altitude; D000740:Anemia / Q000453:epidemiology* / Q000209:etiology*; D002675:Child, Preschool / Q000706:statistics & numerical data*; D005260:Female; D005843:Geography; D006306:Health Surveys; D006373:Helminthiasis / Q000150:complications*; D006454:Hemoglobins / Q000378:metabolism; D006801:Humans; D007223:Infant; D008288:Malaria / Q000150:complications*; D008297:Male; D044342:Malnutrition / Q000150:complications*; D008954:Models, Biological; D015995:Prevalence; D015203:Reproducibility of Results; D012307:Risk Factors
chemical_list: D006454:Hemoglobins