Related Experiment Video
Updated: May 26, 2026

A Point-of-Care Method with Integrated Decision Support Tool to Estimate Anemia at Population Level
Published on: January 19, 2024
Correcting for inflammation changes estimates of iron deficiency among rural Kenyan preschool children
Frederick K E Grant1, Parminder S Suchdev, Rafael Flores-Ayala
1Nutrition and Health Sciences Program, Graduate Division of Biological and Biomedical Sciences, Emory University, Atlanta, GA, USA. ebogrant5@yahoo.com
Insights
Inflammation complicates iron status assessment in children. Adjusting iron indicators using correction factors (CF) for inflammation significantly increased iron deficiency prevalence and strengthened iron-hemoglobin relationships, suggesting improved accuracy.
Area of Science:
- Pediatric Nutrition
- Clinical Chemistry
- Infectious Diseases
Background:
- Assessing iron status in populations with high infection rates is challenging due to inflammation's impact on iron indicators.
- Subclinical inflammation, indicated by acute-phase proteins (APP), affects iron status markers like hemoglobin and ferritin.
Purpose of the Study:
- To compare methods for adjusting iron status indicators for subclinical inflammation in children.
- To evaluate the impact of correction factors (CF) on the prevalence of iron deficiency (ID) and the relationship between iron indicators.
Main Methods:
- Blood samples from 680 children (6-35 months) were analyzed for iron status (hemoglobin, ferritin, etc.) and inflammation markers (CRP, AGP).
- Children were categorized into four groups based on APP levels to estimate CF.
- CF were applied to adjust iron indicators, and changes in ID prevalence and iron marker correlations were assessed.
Main Results:
- Subclinical inflammation was prevalent and correlated with iron indicators (ferritin, Hb, ZP).
- Applying CF increased the prevalence of iron deficiency (ferritin < 12 microg/L) from 27% to 41%.
- CF adjustment improved the correlation between hemoglobin and ferritin.
Conclusions:
- Correction factors appear indicated for adjusting iron status indicators in the presence of inflammation.
- Further research is needed to confirm that this adjustment method enhances the accuracy of iron deficiency assessment.
Abstract:
The assessment of iron status where infections are common is complicated by the effects of inflammation on iron indicators and in this study we compared approaches that adjust for this influence. Blood was collected in 680 children (aged 6-35 mo) and indicators of iron status [(hemoglobin (Hb), zinc protoporphyrin (ZP), ferritin, transferrin receptor (TfR), and TfR/ferritin index)] and subclinical inflammation [(the acute phase proteins (APP) C-reactive protein (CRP), and α-1-acid glycoprotein (AGP)] were determined. Malaria parasitemia was assessed. Subclinical inflammation was defined as CRP >5 mg/L and/or AGP >1 g/L). Four groups were defined based on APP levels: reference (normal CRP and AGP), incubation (raised CRP and normal AGP), early convalescence (raised CRP and AGP), and late convalescence (normal CRP and raised AGP). Correction factors (CF) were estimated as the ratios of geometric means of iron indicators to the reference group of those for each inflammation group. Corrected values of iron indicators within inflammation groups were obtained by multiplying values by their respective group CF. CRP correlated with AGP (r = 0.65; P < 0.001), ferritin (r = 0.38; P < 0.001), Hb (r = -0.27; P < 0.001), and ZP (r = 0.16; P < 0.001); AGP was correlated with ferritin (r = 0.39; P < 0.001), Hb (r = -0.29; P < 0.001), and ZP (r = 0.24; P < 0.001). Use of CF to adjust for inflammation increased the prevalence of ID based on ferritin < 12 microg/L by 34% (from 27 to 41%). Applying the CF strengthened the expected relationship between Hb and ferritin (r = 0.10; P = 0.013 vs. r = 0.20; P < 0.001, before and after adjustment, respectively). Although the use of CF to adjust for inflammation appears indicated, further work is needed to confirm that this approach improves the accuracy of assessment of ID.
Related Concept Videos
Bias in Epidemiological Studies
Confounding in Epidemiological Studies
Factors Affecting Erythropoiesis
Several factors influence the erythrocyte production rate, with tissue oxygen level being among the most critical. Intense exercise or high altitudes can cause tissue hypoxia, which triggers the kidneys to release more erythropoietin (EPO) into the bloodstream.
EPO then...
Regression Toward the Mean

