Nonlinear association and predictive value of stress hyperglycemia ratio for 28-day in-hospital mortality in patients with acute hypoxemic respiratory failure

Stress hyperglycemia ratio (SHR), calculated as admission glucose divided by estimated average glucose from glycated hemoglobin, has emerged as a reliable biomarker of physiological stress. However, its prognostic role in acute hypoxemic respiratory failure (AHRF) - particularly the potential nonlinear relationship with short-term mortality - remains underexplored. This study aimed to evaluate the nonlinear association and predictive value of SHR for 28-day in-hospital mortality in AHRF patients. A retrospective cohort study was conducted using data from the medical information mart for intensive care version 3.1 database (2008-2019). Patients with AHRF (ICD-10 code: J9601) were included. Propensity score matching (1:1) was applied to balance baseline characteristics (sex, age, comorbidities) between high and low SHR groups. The primary outcome was 28-day in-hospital mortality. Restricted cubic spline models explored dose-response relationships. Kaplan-Meier survival curves, multivariable Cox regression, and subgroup analyses were used to assess associations. A total of 704 patients were included, with 614 successfully matched after propensity score matching. Restricted cubic spline analysis revealed a significant nonlinear association between SHR and 28-day mortality (P for overall = .002; P for nonlinearity = .002), with a critical inflection point at 1.215. Patients with SHR > 1.215 (high SHR group) had a significantly increased mortality risk (hazard ratio [HR] = 1.508, 95% confidence interval: 1.184-1.922; log-rank P < .001). Subgroup analyses confirmed consistent associations across most subgroups (e.g., age, sex, diabetes), with no significant interactions (all P > .05). Notably, the association was amplified in patients with prior myocardial infarction or congestive heart failure (interaction P = .021). SHR exhibits a nonlinear association with 28-day in-hospital mortality in AHRF patients, with a critical threshold at 1.215. It serves as a simple, accessible tool for early risk stratification, particularly in those with cardiovascular comorbidities.

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Journal
Medicine
Published
2025-12-05
DOI
https://doi.org/10.1097/md.0000000000046367
Primary Topic
Hyperglycemia and glycemic control in critically ill and hospitalized patients
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article
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article

Nonlinear association and predictive value of stress hyperglycemia ratio for 28-day in-hospital mortality in patients with acute hypoxemic respiratory failure

Zhen-ping Hu, Mao Ye, Yuanbo Zhu, Xiaohan Li et al.
Medicine
Hyperglycemia and glycemic control in critically ill and hospitalized patients
article

Nonlinear association and predictive value of stress hyperglycemia ratio for 28-day in-hospital mortality in patients with acute hypoxemic respiratory failure

Zhen-ping Hu, Mao Ye, Yuanbo Zhu, Xiaohan Li, Xia Zhou, Fang Wu, Xiang-qing Xiang
article en

Abstract

Stress hyperglycemia ratio (SHR), calculated as admission glucose divided by estimated average glucose from glycated hemoglobin, has emerged as a reliable biomarker of physiological stress. However, its prognostic role in acute hypoxemic respiratory failure (AHRF) - particularly the potential nonlinear relationship with short-term mortality - remains underexplored. This study aimed to evaluate the nonlinear association and predictive value of SHR for 28-day in-hospital mortality in AHRF patients. A retrospective cohort study was conducted using data from the medical information mart for intensive care version 3.1 database (2008-2019). Patients with AHRF (ICD-10 code: J9601) were included. Propensity score matching (1:1) was applied to balance baseline characteristics (sex, age, comorbidities) between high and low SHR groups. The primary outcome was 28-day in-hospital mortality. Restricted cubic spline models explored dose-response relationships. Kaplan-Meier survival curves, multivariable Cox regression, and subgroup analyses were used to assess associations. A total of 704 patients were included, with 614 successfully matched after propensity score matching. Restricted cubic spline analysis revealed a significant nonlinear association between SHR and 28-day mortality (P for overall = .002; P for nonlinearity = .002), with a critical inflection point at 1.215. Patients with SHR > 1.215 (high SHR group) had a significantly increased mortality risk (hazard ratio [HR] = 1.508, 95% confidence interval: 1.184-1.922; log-rank P < .001). Subgroup analyses confirmed consistent associations across most subgroups (e.g., age, sex, diabetes), with no significant interactions (all P > .05). Notably, the association was amplified in patients with prior myocardial infarction or congestive heart failure (interaction P = .021). SHR exhibits a nonlinear association with 28-day in-hospital mortality in AHRF patients, with a critical threshold at 1.215. It serves as a simple, accessible tool for early risk stratification, particularly in those with cardiovascular comorbidities.

MedicineVol. 104(49)
Khon Kaen University (TH), Xerox (France) (FR), The Central Hospital of Enshi Tujia and Miao Autonomous Prefecture (CN), S.P.E.C.I.E.S. (US)
Openalex Percentile: Top 49%
Hyperglycemia and glycemic control in critically ill and hospitalized patients
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