ArticleFrontiers in medicine2026
Elevated stress hyperglycemia ratio predicts intensive care unit admission after surgery for gastrointestinal tumors: an INSPIRE database analysis.
Article in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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2 citing papers in PubMed.
- Integration of stress hyperglycemia ratio and c-reactive protein level improves postoperative acute kidney injury risk stratification after noncardiac surgery: A nested case-control study.Pakistan journal of medical sciences · 2026Article
- Association between cumulative intraoperative hypotension and postoperative ICU admission after gastrointestinal lumen cancer surgery: a retrospective cohort study using the INSPIRE database.Frontiers in medicine · 2026Article
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Abstract
Introduction: Gastrointestinal tumors are a major global health burden, with surgery as the main curative treatment. The Stress Hyperglycemia Ratio (SHR) has prognostic value in critical illnesses, but its association with postoperative intensive care unit (ICU) admission in gastrointestinal tumor patients remains unclear. This study investigates the relationship between preoperative SHR and ICU transfer risk after gastrointestinal cancer surgery. Methods: This retrospective cohort study analyzed data from 2,102 gastrointestinal tumor surgery patients in the INSPIRE database. Multivariable logistic regression examined the association between SHR and ICU admission, with models progressively adjusted for confounders. A generalized additive model explored potential nonlinearity. The model's predictive performance was assessed using receiver operating characteristic (ROC) curves and calibration plots with bootstrapping. Subgroup and sensitivity analyses were performed to evaluate the consistency of the findings. Results: In fully adjusted models, elevated preoperative SHR was independently associated with increased ICU admission risk. Each 0.1-unit increase in SHR corresponded to an odds ratio (OR) of 1.08 (95% CI: 1.04-1.13, Conclusion: Preoperative SHR is a strong and independent predictor of postoperative ICU admission in patients undergoing surgery for gastrointestinal tumors, exhibiting a linear dose-response relationship. The multivariable model incorporating SHR showed excellent predictive performance, with an AUC of 0.895 and good calibration. Integrating SHR assessment into preoperative evaluation could enhance risk stratification, guide perioperative management, and optimize critical care resource allocation for this patient population.
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