Pediatric Reference and Optimal Curves for Hemoglobin - Report - MDSpire

Pediatric Reference and Optimal Curves for Hemoglobin

  • By

  • Vid Bijelić

  • Franco Momoli

  • Mira Liebman

  • Beth K. Potter

  • Cornelia M. Borkhoff

  • Catherine S. Birken

  • Jonathon L. Maguire

  • Patricia C. Parkin

  • Jemila S. Hamid

  • June 29, 2026

  • 0 min

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Clinical Report: Reference Intervals and Ideal Curves for Pediatric Hemoglobin Levels

Overview

This study establishes sex-specific reference curves (RCs) and optimal curves (OCs) for pediatric hemoglobin levels, addressing limitations in current World Health Organization (WHO) thresholds.

Background

Hemoglobin levels are crucial for diagnosing and managing various conditions in children. Established reference intervals (RIs) often fail to capture age-related variability, particularly in pediatric populations where growth significantly influences hemoglobin levels. This study aims to enhance the interpretation of hemoglobin levels by creating more precise reference curves.

Data Highlights

No numerical data or trial data provided in the source material.

Key Findings

  • Reference curves (RCs) treat age as a continuous variable, improving the granularity of hemoglobin level assessments.
  • Current WHO hemoglobin thresholds are fixed and may not adequately reflect age-related variability in hemoglobin levels.
  • Optimal curves (OCs) were constructed based on prespecified optimality criteria from previous research.
  • The study utilized quantile regression to model hemoglobin levels, eliminating the need for age partitioning.
  • Data were collected from a diverse cohort of healthy children in Toronto, Ontario, Canada.

Clinical Implications

The development of sex-specific RCs and OCs for hemoglobin levels can aid in the interpretation of anemia diagnosis and management in pediatric patients.

Conclusion

This study provides a framework for interpreting pediatric hemoglobin levels through the use of continuous age modeling.

Related Resources & Content

  1. JAMA Network Open, 2025 -- Ferritin Reference Curves and Optimal Curves in Preadolescent Children
  2. The Journal of Clinical Endocrinology & Metabolism, 2025 -- The Significance of Tailored Growth Charts for Pediatric Patients with Congenital Adrenal Hyperplasia
  3. Pediatric Cardiology, 2022 -- Reference Ranges for hs-Troponin T and NT-proBNP in Healthy Children: Age-Related Factors from the LIFE Child Study
  4. EP28 | Defining, Establishing, and Verifying Reference Intervals in the Clinical Laboratory
  5. Paediatric Reference Intervals and Curves for Haemoglobin Estimated Using Direct Methods: A Systematic Review and Meta‐Analysis - PMC, 2025
  6. Intensive Care Medicine — Physiological determinants and the red blood cells transfusion decision-making process in non-bleeding critically ill patients: a comprehensive narrative review
  7. Current laboratory practice for defining pediatric hemoglobin reference intervals
  8. Paediatric Reference Intervals and Curves for Haemoglobin Estimated Using Direct Methods: A Systematic Review and Meta‐Analysis - PMC
  9. Complete blood count reference intervals for extremely preterm neonates | European Journal of Pediatrics | Springer Nature Link

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