| Literature DB >> 22916146 |
Femkje A M Jonker1, Job C J Calis, Michael Boele van Hensbroek, Kamija Phiri, Ronald B Geskus, Bernard J Brabin, Tjalling Leenstra.
Abstract
INTRODUCTION: Iron deficiency is highly prevalent in pre-school children in developing countries and an important health problem in sub-Saharan Africa. A debate exists on the possible protective effect of iron deficiency against malaria and other infections; yet consensus is lacking due to limited data. Recent studies have focused on the risks of iron supplementation but the effect of an individual's iron status on malaria risk remains unclear. Studies of iron status in areas with a high burden of infections often are exposed to bias. The aim of this study was to assess the predictive value of baseline iron status for malaria risk explicitly taking potential biases into account. METHODS AND MATERIALS: We prospectively assessed the relationship between baseline iron deficiency (serum ferritin <30 µg/L) and malaria risk in a cohort of 727 Malawian preschool children during a year of follow-up. Data were analyzed using marginal structural Cox regression models and confounders were selected using causal graph theory. Sensitivity of results to bias resulting from misclassification of iron status by concurrent inflammation and to bias from unmeasured confounding were assessed using modern causal inference methods. RESULTS ANDEntities:
Mesh:
Substances:
Year: 2012 PMID: 22916146 PMCID: PMC3420896 DOI: 10.1371/journal.pone.0042670
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Directed acyclic graph for the relation between iron deficiency and malaria risk.
cell. immun: cellular immunity; cum exp: cumulative malaria exposure; genetic predisp: genetic predisposition; humor immun: humoral immunity; hookw: hookworm infection; hist infect: history of other infections than malaria; HIV: human immunodeficiency virus; ID: iron deficiency; Pl.f.immun: immunity for Pl.falciparum; Pl.f: Plasmodium falciparum infection; SE: socio economic score; ZD: zinc deficiency; z.h.a: z-score height for age.
Baseline characteristics of the study population.
| Characteristic | Result |
| Female | 357/727 (49.1%) |
| Age in months: mean (s.d) | 23.9 (12.6) |
| Age<2 years | 408/727 (56.1%) |
| Living in an urban area | 376/727 (51.7%) |
| SE-score: mean (s.d) | 7.2 (2.1) |
| Hospital control | 357/727 (49.1%) |
| Hemoglobin: mean (s.d) | 9.7 (2.1) |
| Iron deficiency | 146/513 (28.5%) |
| Malnourished | 275/669 (41.1%) |
| Fever (>37.5°C axillary) | 205/727 (28.4%) |
| CRP>10 mg/L | 373/630 (59.2%) |
| Malaria parasitemia | 308/720 (42.8%) |
| Clinical malaria | 108/720 (14.9%) |
| HIV-infected | 39/670 (5.8%) |
Hemoglobin in g/dl; CRP: C-Reactive Protein; malnourished defined as height-for-age <−2 SD. HIV: Human Immunodeficiency Virus. Iron deficiency defined as serum ferritin <30 ug/L. SE-score: Socio Economic Score, a sum of the following scores: parents' education (1–4), job parents (1–4) and number of assets (0–6).
Incidence of malaria parasitemia and clinical malaria per person year.
| All | Iron deficient group | Iron replete group | |||||
| Events | Incidence | Events | Incidence | Events | Incidence | ||
| Malaria parasitemia | All | 896 | 1,9 | 180 | 1,3 | 716 | 2,2 |
| Urban | 253 | 1,0 | 38 | 0,5 | 215 | 1,1 | |
| Rural | 643 | 3,1 | 142 | 2,2 | 501 | 3,6 | |
| Age<24 months | 557 | 2,1 | 139 | 1,4 | 418 | 2,5 | |
| Age≥24 months | 339 | 1,6 | 41 | 0,9 | 298 | 1,8 | |
| Clinical malaria | All | 318 | 0,7 | 58 | 0,4 | 260 | 0,8 |
| Urban | 65 | 0,2 | 11 | 0,1 | 54 | 0,3 | |
| Rural | 253 | 1,2 | 47 | 0,7 | 206 | 1,5 | |
| Age<24 months | 207 | 0,8 | 44 | 0,5 | 163 | 1,0 | |
| Age≥24 months | 111 | 0,5 | 14 | 0,3 | 97 | 0,6 | |
Incidence of malaria parasitemia and clinical malaria per person year stratified per area, age group and iron status. Malaria parasitemia defined as a positive malaria blood slide; Clinical malaria: positive malaria blood slide with concurrent fever (axillary temp >37.5°C) or history of fever.
Hazard ratios (95% Cl) of iron deficiency for the risk on malaria parasitemia en clinical malaria.
| univariate Cox model | marginal-structural Cox model | |||
| Malaria parasitemia | Clinical malaria | Malaria parasitemia | Clinical malaria | |
| Definition iron deficiency | HR (95% CI) | HR (95% CI) | HR (95% CI) | HR (95% CI) |
| SF<30 | 0.59 (0.44–0.78) | 0.54 (0.36–0.80) | 0.55 (0.41–0.74) | 0.49 (0.33–0.73) |
| SF<30(CRP>10)/SF<12(CRP<10) | 0.57 (0.40–0.82) | 0.53 (0.32–0.89) | 0.46 (0.31–0.71) | 0.43 (0.25–0.73) |
| SF<70(CRP>10)/SF<12(CRP<10) | 0.66 (0.52–0.85) | 0.59 (0.41–0.84) | 0.60 (0.46–0.79) | 0.52 (0.35–0.75) |
Iron deficiency is defined with different cut-offs for serum ferritin (SF) in ug/L, depending on presence of inflammation, defined as C-reactive protein (CRP) >10 mg/L. The marginal-structural Cox model included HIV-infection, socio economic score, age, nutrition and study site.
Figure 2Sensitivity analysis of the impact of unmeasured confounding on the effect of baseline iron deficiency on risk of clinical malaria.
The y-axis represents the hazard ratio for malaria infection comparing iron deficiency to iron replete after adjustment for average differences in prior risk represented by α on the x-axis. Figure 2a represents analyses in which net amount of confounding is specified for both iron status groups (bias parameter u = α(2×ID - 1)). Figure 2b represents analyses in which the amount of confounding was varied as a function of age (bias parameter u = α(2×ID - 1)×(1 - abs(age-36)/30).