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Updated: Jan 8, 2026

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U-shaped association between hemoglobin to red blood cell distribution width ratio and all-cause mortality among
Weichao He1, Jie Liu2, Rui Jiang3
1Cangzhou Central Hospital, Department of Pediatrics, Cangzhou, Hebei Province, China.
Insights
The hemoglobin to red blood cell distribution width ratio (HRR) shows a U-shaped association with 28-day mortality in pediatric intensive care unit (PICU) patients. Optimal outcomes were observed at an HRR of 8.91.
Area of Science:
- Pediatric Critical Care Medicine
- Hematology
- Clinical Outcomes Research
Background:
- The hemoglobin to red blood cell distribution width ratio (HRR) is linked to mortality in adults, but its role in pediatric intensive care units (PICU) is not well-defined.
- Understanding novel biomarkers like HRR is crucial for improving care in critically ill children.
Purpose of the Study:
- To investigate the association between the hemoglobin to red blood cell distribution width ratio (HRR) and 28-day all-cause mortality in pediatric patients admitted to the ICU.
- To identify a potential threshold for HRR associated with reduced mortality risk in this population.
Main Methods:
- Retrospective cohort study utilizing data from a pediatric intensive care unit (PICU) database (2010-2018).
- HRR calculated from laboratory tests within 24 hours of PICU admission.
- Statistical analysis included multivariable logistic regression, restricted cubic splines, and threshold effects analysis to examine the HRR-mortality relationship.
Main Results:
- The study included 8015 pediatric patients, with a 28-day in-hospital mortality rate of 4.1%.
- A U-shaped relationship was observed between HRR and 28-day mortality, with an inflection point at an HRR of approximately 8.91.
- Mortality risk was lower at an HRR of 8.91, with significantly different effect sizes on either side of this threshold (left: 0.803, right: 1.421).
Conclusions:
- A U-shaped association exists between HRR and 28-day mortality in critically ill pediatric patients.
- An HRR value around 8.91 appears to be associated with the lowest risk of mortality in this cohort.
- These findings suggest HRR may serve as a prognostic indicator in pediatric critical care.
Objective:
The lower hemoglobin to red blood cell distribution width ratio (HRR) is associated with an increased risk of mortality in adult patients, but its relationship with clinical progress in the Pediatric Intensive Care Unit (PICU) is unclear. The authors aimed to investigate the association between HRR and all-cause mortality among pediatric patients.
Methods:
The authors conducted a retrospective cohort study by analyzing the PIC database from 2010 to 2018.HRR was calculated based on laboratory tests conducted within the first 24 hours of PICU admission. The primary outcome was 28-day in-hospital all-cause mortality. Multivariable logistic regression models, restricted cubic spline, and threshold effects analysis were applied to assess the relationship between HRR and mortality in this cohort.
Results:
A total of 8015 patients with an average age of the participants was1.5 (0.4, 4.8) years, and 3547 (44.3%) individuals were female. The 28-day in-hospital all-cause mortality was 4.1% (330/8015). The relationship between HRR and mortality was U-shaped, which had a threshold of around 8.91. The effect size on the left and right sides of the inflection point, was 0.803 (95% CI 0.742-0.869, p < 0.001) and 1.421 (95% CI 1.159-1.743, p < 0.001), respectively. No significant interactions were observed between HRR and all-cause mortality, except in patients with high lactate (p for interaction > 0.05). The results of the sensitivity analysis remained stable.
Conclusions:
There is a U-shaped relationship between HRR and 28-day in-hospital all-cause mortality in critically ill pediatric. With a lower mortality risk at an HRR of 8.91.
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