6533b7ddfe1ef96bd1273f0e
RESEARCH PRODUCT
Co-morbidity of malnutrition with falciparum malaria parasitaemia among children under the aged 6–59 months in Somalia: a geostatistical analysis
James A. BerkleyJames A. BerkleyElijah O. OdundoOlalekan A. UthmanNgianga-bakwin KandalaNgianga-bakwin KandalaNgianga-bakwin KandalaGrainne MoloneyDamaris K. KinyokiRobert W. SnowRobert W. SnowAbdisalan M. NoorAbdisalan M. Noorsubject
MaleL700Low-MUACCross-sectional studyRJ101ComorbidityParasitemia01 natural sciences010104 statistics & probability0302 clinical medicine030212 general & internal medicineMalaria FalciparumWasting2. Zero hungerlcsh:Public aspects of medicineG3001. No povertyGeneral Medicine3. Good healthInfectious DiseasesChild PreschoolFemalemedicine.symptomResearch Articlemedicine.medical_specialtySomaliaNutritional Statuslcsh:Infectious and parasitic diseases03 medical and health sciencesEnvironmental healthparasitic diseasesmedicineHumanslcsh:RC109-2160101 mathematicsbusiness.industryPublic healthMalnutritionPublic Health Environmental and Occupational HealthInfantBayes Theoremlcsh:RA1-1270medicine.diseaseComorbidityWastingMalariaB900MalnutritionCross-Sectional StudiesRelative riskTropical medicinebusinessMalariadescription
Background Malnutrition and malaria are both significant causes of morbidity and mortality in African children. However, the extent of their spatial comorbidity remains unexplored and an understanding of their spatial correlation structure would inform improvement of integrated interventions. We aimed to determine the spatial correlation between both wasting and low mid upper arm circumference (MUAC) and falciparum malaria among Somalian children aged 6–59 months. Methods Data were from 49 227 children living in 888 villages between 2007 to 2010. We developed a Bayesian geostatistical shared component model in order to determine the common spatial distributions of wasting and falciparum malaria; and low-MUAC and falciparum malaria at 1 × 1 km spatial resolution. Results The empirical correlations with malaria were 0.16 and 0.23 for wasting and low-MUAC respectively. Shared spatial residual effects were statistically significant for both wasting and low-MUAC. The posterior spatial relative risk was highest for low-MUAC and malaria (range: 0.19 to 5.40) and relatively lower between wasting and malaria (range: 0.11 to 3.55). Hotspots for both wasting and low-MUAC with malaria occurred in the South Central region in Somalia. Conclusions The findings demonstrate a relationship between nutritional status and falciparum malaria parasitaemia, and support the use of the relatively simpler MUAC measurement in surveys. Shared spatial distribution and distinct hotspots present opportunities for targeted seasonal chemoprophylaxis and other forms of malaria prevention integrated within nutrition programmes. Electronic supplementary material The online version of this article (10.1186/s40249-018-0449-9) contains supplementary material, which is available to authorized users.
year | journal | country | edition | language |
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2018-07-06 | Infectious Diseases of Poverty |