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◆ Clinics (Sao Paulo, Brazil)2026-09-19

Predictive value of stress-induced hyperglycemia for 28-day all-cause mortality in ICU patients with sepsis: a MIMIC-IV-based retrospective cohort study.

Jiahui Ma, Xu Wang, Yan Zhang, Chunyan Ge

一句话结论 · In one sentence

SHR1, SHR2, and GG are significantly associated with 28D-ACM risk in ICU patients with sepsis. SHR1 showed statistical association with mortality and modest incremental value, but clinical utility for risk stratification is limited and needs external validation.

原始摘要(英文原文)· Original abstract
BACKGROUND: This study explored the link between Stress-Induced Hyperglycemia (SIH) and 28-Day All-Cause Mortality (28D-ACM) in patients with sepsis, focusing on the predictive values of stress hyperglycemia ratios 1 and 2 (SHR1 and SHR2) and Glucose Gap (GG). METHODS: This retrospective cohort study included ICU patients with sepsis from the MIMIC-IV database. The relationships between the three SIH metrics and 28D-ACM risk were analyzed using multivariate Cox proportional hazards models, Kaplan-Meier curves, and restricted cubic spline analysis. The predictive performances of these metrics within a basic model were assessed using the Receiver Operating Characteristic (ROC) curve and Integrated Discrimination Improvement (IDI) index. RESULTS: The study included 12,582 ICU patients with sepsis, with a 28D-ACM rate of 13.63%. In the fully adjusted model, SHR1, SHR2, and GG were independently associated with 28D-ACM risk, with Hazard Ratios (HR) and 95% Confidence Intervals (95% CIs) of 1.158 (1.029, 1.304), 1.18 (1.046, 1.332), and 1.133 (1.008, 1.275), respectively. Increased SIH metrics correlated positively with higher mortality risk (ptrend< 0.05). The Kaplan-Meier curve indicated that higher tertiles of SHR1, SHR2, and GG resulted in increased cumulative incidence of 28D-ACM (p < 0.05). Additionally, integrating SHR1 and SHR2 enhanced the model's predictive accuracy for 28D-ACM (p < 0.05). CONCLUSIONS: SHR1, SHR2, and GG are significantly associated with 28D-ACM risk in ICU patients with sepsis. SHR1 showed statistical association with mortality and modest incremental value, but clinical utility for risk stratification is limited and needs external validation.
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Predictive value of stress-induced hyperglycemia for 28-day all-cause mortality in ICU patients with sepsis: a MIMIC-IV-based retrospective cohort study. — 科研速览 Science Skim