# Association between hemoglobin/red blood cell distribution width ratio and acute kidney injury in sepsis and heart failure patients

**Authors:** Petherson Mendonça dos Santos, Isabele Pardo, Maria Carolina Borges Pereira de Almeida, Rafael Santana de Oliveira, Fernanda Gabas Miglioli, Beatriz Mota Busnardo, Felipe Prieto Siqueira, Daniela Harsanyi, Andreia Pardini, Bruno Bravim, Anna Carolina de Rizzo Cantoni Rosa, Kirliane de Sousa Rodrigues Lacerda, Yvve Priscila Gatto, Lucas Andrade Pinheiro, Rayane Alves Moreira, Mateus Américo Galvão Santos, João Paulo Fonseca da Silva, João Marcos Santos da Rocha, Remo Holanda M. Furtado, Beatriz Moreira Silva, Miguel Angelo Goes, Elabbass Abdelmahmuod, Helen Howard, Chiara Lazzeri, Chiara Lazzeri

PMC · DOI: 10.1371/journal.pone.0331332 · PLOS One · 2026-02-27

## TL;DR

This study shows that a lower hemoglobin to red blood cell width ratio is linked to acute kidney injury and worse kidney outcomes in sepsis and heart failure patients.

## Contribution

The study identifies the Hb/RDW ratio as a novel, cost-effective biomarker for predicting acute and chronic kidney risk in critically ill patients.

## Key findings

- Lower Hb/RDW ratios were independently associated with acute kidney injury in sepsis and heart failure patients.
- Patients with lower Hb/RDW ratios had higher rates of kidney replacement therapy, transfusion, and mortality.
- Long-term follow-up showed worse renal outcomes in patients with lower Hb/RDW ratios.

## Abstract

The hemoglobin/red blood cell distribution width (Hb/RDW) ratio has emerged as a potential biomarker for acute kidney injury (AKI), particularly in patients with cardiovascular conditions. This study investigated the relationship between Hb/RDW ratio and AKI incidence in critically ill patients diagnosed with sepsis and heart failure (HF).

A retrospective study was conducted with 119 critically ill patients with sepsis and 83 patients with HF, analyzed according to the presence or absence of kidney injury. Multivariable logistic regression identified independent predictors of AKI. Outcomes between higher and lower Hb/RDW groups were compared.

Patients who developed AKI showed higher C-reactive protein levels, elevated RDW (15.7 ± 2.2 vs. 14.9 ± 1.8; p = 0.01), and higher SAPS 3 scores, along with markedly lower Hb concentrations and Hb/RDW ratios (75.1 ± 1.6 vs. 85.5 ± 1.9; p < 0.001). In multivariable analysis, serum urea (OR 1.016; 95% CI 1.005–1.027 per mg/dL), SAPS 3, and Hb/RDW ratio (OR 0.977; 95% CI 0.959–0.996) were independently associated with AKI. Patients with a lower Hb/RDW ratio had higher frequencies of AKI, kidney-replacement therapy, red-cell transfusion, and mortality. During a 7-year follow-up, progression to dialysis-dependent stage V chronic kidney disease (CKD-V) occurred in 10.8% of HF patients and 2.5% of sepsis patients, indicating that a lower Hb/RDW ratio was also associated with worse long-term renal outcomes.

The Hb/RDW ratio is independently associated with AKI and may also reflect long-term kidney prognosis, representing a cost-effective and readily available ICU marker to identify patients at risk for both acute and chronic renal deterioration in sepsis or HF.

## Linked entities

- **Diseases:** acute kidney injury (MONDO:0002492), heart failure (MONDO:0005252), chronic kidney disease (MONDO:0005300)

## Full-text entities

- **Genes:** LCN2 (lipocalin 2) [NCBI Gene 3934] {aka 24p3, MSFI, NGAL, p25}, HAVCR1 (hepatitis A virus cellular receptor 1) [NCBI Gene 26762] {aka CD365, HAVCR, HAVCR-1, KIM-1, KIM1, TIM}, IL18 (interleukin 18) [NCBI Gene 3606] {aka IGIF, IL-18, IL-1g, IL1F4}, REN (renin) [NCBI Gene 5972] {aka ADTKD4, HNFJ2, RTD}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, PPP6R3 (protein phosphatase 6 regulatory subunit 3) [NCBI Gene 55291] {aka C11orf23, PP6R3, SAP190, SAPL, SAPLa, SAPS3}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}, SKAP2 (src kinase associated phosphoprotein 2) [NCBI Gene 8935] {aka PRAP, RA70, SAPS, SCAP2, SKAP-HOM, SKAP55R}
- **Diseases:** cirrhosis (MESH:D005355), critical (MESH:D016638), trauma (MESH:D014947), Inflammation (MESH:D007249), DD (MESH:C536170), diabetes mellitus (MESH:D003920), Endothelial dysfunction (MESH:D014652), NAFLD (MESH:D065626), Oliguria (MESH:D009846), Hepatitis B and C infections (MESH:D006509), chronic kidney disease (MESH:D051436), acute pancreatitis (MESH:D010195), blood loss (MESH:D016063), ventricular dysfunction (MESH:D018754), ICU (MESH:C000657744), organ dysfunction (MESH:D009102), respiratory disorders (MESH:D012131), AKI (MESH:D058186), confusion (MESH:D003221), ARDS (MESH:D012128), CRS (MESH:D003398), oxygen (MESH:D000860), microvascular dysfunction (MESH:D017566), Anemia (MESH:D000740), T1-CRS (MESH:D059347), leukemias (MESH:D007938), viral infections (MESH:D014777), hypertension (MESH:D006973), Hematological diseases (MESH:D006402), death (MESH:D003643), erythropoietin deficiency (MESH:D007153), infection (MESH:D007239), cardiovascular conditions (MESH:D002318), blood coagulation abnormalities (MESH:D001778), CKD (MESH:D012080), HF (MESH:D006333), KDIGO (MESH:D007674), lymphomas (MESH:D008223), S (MESH:D018455), dysfunction (MESH:D006331), septic (MESH:D001170), oncological diseases (MESH:D000072716), chronic human immunodeficiency virus (HIV) infection (MESH:D015658), V (MESH:D015419), Sepsis (MESH:D018805)
- **Chemicals:** oxygen (MESH:D010100), lactate (MESH:D019344), bilirubin (MESH:D001663), S (MESH:D013455), N-terminal B-type natriuretic peptide (-), sodium (MESH:D012964), potassium (MESH:D011188), urea (MESH:D014508), carbon dioxide (MESH:D002245), glucose (MESH:D005947), creatinine (MESH:D003404)
- **Species:** Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Human immunodeficiency virus 1 (no rank) [taxon 11676], Human immunodeficiency virus (species) [taxon 12721], Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

55 references — full list in the complete paper: https://tomesphere.com/paper/PMC12948117/full.md

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Source: https://tomesphere.com/paper/PMC12948117