Renal-Metabolic Reserve Index for Cardiorenal Risk Stratification in Critically Ill Patients With Sepsis

Objective: To evaluate whether the admission renal-metabolic reserve index (RMRI), defined as (blood urea nitrogen + glucose)/albumin, was associated with in-hospital mortality in intensive care unit (ICU) patients with sepsis and to compare its prognostic performance with BAR and GAR.Methods: This retrospective cohort study used MIMIC-IV v3.1. Adults in the first ICU stay who met Sepsis-3 criteria near ICU admission and had blood urea nitrogen, glucose, and albumin measured from 6 hours before to 24 hours after ICU admission were eligible. Patients with end-stage renal disease or chronic dialysis were excluded. The primary outcome was in-hospital mortality. Logistic regression, restricted cubic splines, AUROC analysis, DeLong testing, subgroup analyses, and sensitivity analyses were performed.Results: The locked analytic cohort included 5,736 patients, and 1,251 (21.8%) died in hospital. RMRI was higher in non-survivors than survivors (64.7 [47.9-91.7] vs 52.1 [40.3-70.5]). RMRI remained associated with in-hospital mortality after multivariable adjustment (adjusted odds ratio per 1-SD, 1.33; 95% CI, 1.25-1.43; P < 0.001). Quartile 4 had an adjusted odds ratio of 2.35 (95% CI, 1.91-2.90; P < 0.001) versus quartile 1. Restricted cubic splines showed non-linearity (P = 0.001). AUROC increased from 0.723 for the clinical base model to 0.735 after RMRI addition, to 0.729 after GAR addition, and to 0.744 after BAR addition.Conclusion: Admission RMRI was independently associated with in-hospital mortality in ICU patients with sepsis and improved discrimination beyond the clinical base model and GAR. BAR remained the strongest comparator.

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Kocaeli Üniversitesi Sağlık Bilimleri Dergisi
Published
2026-09-30
DOI
https://doi.org/10.30934/kusbed.1948243
Primary Topic
Sepsis Diagnosis and Treatment
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article
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article

Renal-Metabolic Reserve Index for Cardiorenal Risk Stratification in Critically Ill Patients With Sepsis

Ertuğrul Okuyan, Hasan Burak İşleyen
Kocaeli Üniversitesi Sağlık Bilimleri Dergisi
Sepsis Diagnosis and Treatment
article

Renal-Metabolic Reserve Index for Cardiorenal Risk Stratification in Critically Ill Patients With Sepsis

Ertuğrul Okuyan, Hasan Burak İşleyen
article en

Abstract

Objective: To evaluate whether the admission renal-metabolic reserve index (RMRI), defined as (blood urea nitrogen + glucose)/albumin, was associated with in-hospital mortality in intensive care unit (ICU) patients with sepsis and to compare its prognostic performance with BAR and GAR.Methods: This retrospective cohort study used MIMIC-IV v3.1. Adults in the first ICU stay who met Sepsis-3 criteria near ICU admission and had blood urea nitrogen, glucose, and albumin measured from 6 hours before to 24 hours after ICU admission were eligible. Patients with end-stage renal disease or chronic dialysis were excluded. The primary outcome was in-hospital mortality. Logistic regression, restricted cubic splines, AUROC analysis, DeLong testing, subgroup analyses, and sensitivity analyses were performed.Results: The locked analytic cohort included 5,736 patients, and 1,251 (21.8%) died in hospital. RMRI was higher in non-survivors than survivors (64.7 [47.9-91.7] vs 52.1 [40.3-70.5]). RMRI remained associated with in-hospital mortality after multivariable adjustment (adjusted odds ratio per 1-SD, 1.33; 95% CI, 1.25-1.43; P < 0.001). Quartile 4 had an adjusted odds ratio of 2.35 (95% CI, 1.91-2.90; P < 0.001) versus quartile 1. Restricted cubic splines showed non-linearity (P = 0.001). AUROC increased from 0.723 for the clinical base model to 0.735 after RMRI addition, to 0.729 after GAR addition, and to 0.744 after BAR addition.Conclusion: Admission RMRI was independently associated with in-hospital mortality in ICU patients with sepsis and improved discrimination beyond the clinical base model and GAR. BAR remained the strongest comparator.

Kocaeli Üniversitesi Sağlık Bilimleri DergisiVol. 12(3)
İstanbul Nişantaşı Üniversitesi (TR), Istanbul Medipol University (TR)
Reduced inequalities
Openalex Percentile: Top 11%
Sepsis Diagnosis and Treatment
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Renal-Metabolic Reserve Index for Cardiorenal Risk Stratification in Critically Ill Patients With Sepsis — Ertuğrul Okuyan, Hasan Burak İşleyen · Kocaeli Üniversitesi Sağlık Bilimleri Dergisi (2026) | TGRS Research Map | TGRS