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DOI 10.3390/jcm15197505

Медицинская библиотека · Journal of clinical medicine · 2026

Association of Postoperative Stress Hyperglycemia Ratio with Suspected Infection, Culture Positivity, Sepsis, and Septic Shock in 1408 Patients After Cranial Neurosurgery.

Tang Dong, Huang Tianxiang

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Аннотация

Background/

Objectives

The early postoperative stress hyperglycemia ratio (SHR) may capture acute glycemic stress relative to chronic glycemia, but its association with infection-related events after cranial neurosurgery remains uncertain. We evaluated these associations in critically ill patients after cranial neurosurgical procedures.

Methods

We retrospectively analyzed 1408 adults in MIMIC-IV after eligible cranial neurosurgical procedures. SHR was calculated from the first serum glucose measurement 6-24 h after surgery and estimated average glucose was derived from HbA1c. Primary outcomes were electronic health record (EHR)-defined suspected infection, culture-positive infection from any qualifying specimen, Sepsis-3-defined sepsis, and an EHR-based septic shock proxy. The secondary outcome was 90-day mortality.

Results

In fully adjusted models, each 0.1-unit increase in SHR was associated with suspected infection (OR 1.08, 95% CI 1.04-1.12), culture-positive infection (OR 1.05, 95% CI 1.01-1.09), Sepsis-3-defined sepsis (OR 1.07, 95% CI 1.03-1.11), and septic shock (OR 1.10, 95% CI 1.05-1.15). In nested analyses, each 1-SD increase in SHR was associated with 90-day mortality (OR 1.59, 95% CI 1.29-1.96). Associations persisted in 24-h lag analyses. Adding SHR yielded small, non-significant AUC increases but improved reclassification for Sepsis-3-defined sepsis and septic shock.

Conclusions

Higher early postoperative SHR was associated with EHR-derived, all-source infection-related and sepsis-related events and 90-day mortality in a heterogeneous postoperative neurocritical care cohort. These findings do not establish that SHR predicts postoperative neurosurgical infection; prospective external validation is required before clinical use.

Для цитирования: Tang Dong, Huang Tianxiang. Association of Postoperative Stress Hyperglycemia Ratio with Suspected Infection, Culture Positivity, Sepsis, and Septic Shock in 1408 Patients After Cranial Neurosurgery.. Journal of clinical medicine. 2026. DOI: 10.3390/jcm15197505.
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