Adjusting iron and vitamin A status in settings of inflammation: a sensitivity analysis of the Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) approach

Am J Clin Nutr. 2019 Aug 1;112(Suppl 1):458S-467S. doi: 10.1093/ajcn/nqaa141.

Abstract

Background: Accurate assessment of iron and vitamin A status is needed to inform public health decisions, but most population-level iron and vitamin A biomarkers are independently influenced by inflammation.

Objectives: We aimed to assess the reproducibility of the Biomarkers Reflecting Inflammation and Nutritional Determinants of Anemia (BRINDA) regression approach to adjust iron [ferritin, soluble transferrin receptor (sTfR)] and vitamin A [retinol-binding protein (RBP), retinol] biomarkers for inflammation (α-1-acid glycoprotein and C-reactive protein).

Methods: We conducted a sensitivity analysis comparing unadjusted and adjusted estimates of iron and vitamin A deficiency using the internal-survey regression approach from BRINDA phase 1 (16 surveys in children, 10 surveys in women) and 13 additional surveys for children and women (BRINDA phase 2).

Results: The relations between inflammation and iron or vitamin A biomarkers were statistically significant except for vitamin A biomarkers in women. Heterogeneity of the regression coefficients across surveys was high. Among children, internal-survey adjustments increased the estimated prevalence of depleted iron stores (ferritin <12 µg/L) by a median of 11 percentage points (pp) (24 pp and 9 pp in BRINDA phase 1 and phase 2, respectively), whereas estimates of iron-deficient erythropoiesis (sTfR >8.3 mg/L) decreased by a median of 15 pp (15 pp and 20 pp in BRINDA phase 1 and phase 2, respectively). Vitamin A deficiency (RBP <0.7 µmol/L or retinol <0.7 µmol/L) decreased by a median of 14 pp (18 pp and 8 pp in BRINDA phase 1 and phase 2, respectively) in children. Adjustment for inflammation in women resulted in smaller differences in estimated iron deficiency than in children.

Conclusions: Our findings are consistent with previous BRINDA conclusions that not accounting for inflammation may result in an underestimation of iron deficiency and overestimation of vitamin A deficiency. Research is needed to understand the etiology of the heterogeneity in the regression coefficients before a meta-analyzed regression correction can be considered.

Keywords: biomarkers; inflammation; iron; meta-analysis; micronutrient; nutritional assessment; vitamin A.

Publication types

  • Validation Study

MeSH terms

  • Adolescent
  • Adult
  • Anemia
  • Anemia, Iron-Deficiency / blood
  • Anemia, Iron-Deficiency / diagnosis*
  • Biomarkers / blood
  • C-Reactive Protein / metabolism
  • Child, Preschool
  • Female
  • Ferritins / blood
  • Humans
  • Infant
  • Inflammation / blood
  • Inflammation / complications*
  • Iron / blood*
  • Male
  • Nutrition Assessment*
  • Nutritional Status*
  • Orosomucoid / metabolism
  • Receptors, Transferrin / blood
  • Reproducibility of Results
  • Retinol-Binding Proteins / metabolism
  • Vitamin A / blood*
  • Vitamin A Deficiency / blood
  • Vitamin A Deficiency / diagnosis*
  • Young Adult

Substances

  • Biomarkers
  • Orosomucoid
  • Receptors, Transferrin
  • Retinol-Binding Proteins
  • Vitamin A
  • C-Reactive Protein
  • Ferritins
  • Iron