ArticleCardiovascular diabetology2024
Association between stress hyperglycemia ratio index and all-cause mortality in critically ill patients with atrial fibrillation: a retrospective study using the MIMIC-IV database.
Article in Cardiovascular diabetology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 57 papers, 2 of them syntheses that pooled it.
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57 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Predictive performance of stress hyperglycemia ratio for poor prognosis in critically ill patients: a systematic review and dose-response meta-analysis.European journal of medical research · 2025Pooled it
- Relationship between stress hyperglycaemic ratio (SHR) and critical illness: a systematic review.Cardiovascular diabetology · 2025Pooled it
- Association Between the Hemoglobin Glycation Index and the Risk of Delirium in Stroke Patients Admitted to the Intensive Care Unit: A Retrospective Study Based on the MIMIC-IV Database.Brain and behavior · 2026Article
- Article
- Preoperative Glucose-Albumin Ratio and Its Association with Postoperative Outcomes in Critically Ill Adult Burn Patients: A Retrospective Cohort Study of 1119 Patients.Diagnostics (Basel, Switzerland) · 2026Article
- Hemoglobin glycation index may contextualize the association between time-varying stress hyperglycemia ratio and mortality in critically ill patients with heart failure: a multicenter retrospective cohort study.Cardiovascular diabetology · 2026Article
- The Association Between Stress-Induced Hyperglycemia Ratio and Increased Urinary Albumin Excretion in Patients With Hypertension: A Population-Based Study.The Kaohsiung journal of medical sciences · 2026Article
- Research Topics and Trends in MIMIC-IV: A Large ICU Database Relevant for Critical Care Nursing.Nursing in critical care · 2026Review
- Association of lactate dehydrogenase to albumin ratio with new-onset acute respiratory distress syndrome and all-cause mortality in patients with sepsis: a retrospective cohort study based on the MIMIC-IV database.BMC infectious diseases · 2026Article
- Lactate-to-albumin ratio as a short‑term prognostic biomarker in atrial fibrillation.Journal of cardiothoracic surgery · 2026Article
- Prognostic value of stress hyperglycemia ratio, hemoglobin glycation index, and glycemic variability for postoperative atrial fibrillation: a machine learning-based prediction model.BMC medical informatics and decision making · 2026Article
- Association between platelet-white cell ratio and all-cause mortality in critically ill patients with atrial fibrillation: a retrospective cohort study.BMC cardiovascular disorders · 2026Article
- The stress hyperglycemia ratio as a novel risk marker for postoperative delirium after cardiac valve surgery.Scientific reports · 2026Article
- Relation of the stress hyperglycaemia ratio to residual risk in anticoagulated patients with atrial fibrillation: A report from the prospective Murcia AF Project III cohort.Diabetes, obesity & metabolism · 2026Article
- Stress hyperglycemia ratio and mortality risk in cardiometabolic multimorbidity: a multicenter retrospective study.BMC cardiovascular disorders · 2026Article
- Nonlinear association between stress hyperglycemia ratio and short-term and long-term mortality in sepsis patients with atrial fibrillation: a cohort study.Frontiers in endocrinology · 2026Article
- Article
- Case Report: High-altitude exposure and severe respiratory infection precipitating diabetic ketoacidosis: new-onset ketosis-prone diabetes unmasked by physiological stress.Frontiers in medicine · 2026Article
- Uric acid-to-albumin ratio as a cardiometabolic marker for predicting adverse outcomes in patients with atrial fibrillation: evidence from two independent cohorts.Frontiers in endocrinology · 2026Article
- Article
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5 authors.
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Abstract
backgroundThe stress hyperglycemia ratio (SHR) was developed to mitigate the influence of long-term chronic glycemic factors on stress hyperglycemia levels, which are associated with adverse clinical events, particularly cardiovascular events. However, studies examining the SHR index and its prognostic significance in patients with atrial fibrillation (AF) are lacking. This study aims to evaluate the relationship between the SHR index and all-cause mortality in critically ill patients with AF upon Intensive Care Unit admission.
methodsThe patients' data were extracted from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. All patients were categorized into four groups based on the SHR index. The outcomes include both primary and secondary endpoints, with the primary endpoints being 30-day and 365-day all-cause mortality, and the secondary endpoints being 90-day and 180-day all-cause mortality. The SHR index was analyzed using quartiles, and the Kaplan-Meier curve was employed to compare the outcomes across groups. Cox proportional-hazards regression and restricted cubic splines (RCS) were used to assess the relationship between the SHR index and the outcomes.
resultsOut of a total of 1,685 participants, the average age was 63.12 years (range: 40.17 to 101.49), with 1,004 (59.58%) being male. Higher levels of the SHR index were associated with an increased risk of all-cause mortality at 30 days, 90 days, 180 days, and 365 days, as indicated by the Kaplan-Meier curves (log-rank P < 0.01). Additionally, Cox proportional-hazards regression analysis revealed that the risk of mortality at these time points was significantly higher in the highest quartile of the SHR index. Restricted cubic splines (RCS) analysis demonstrated U-shaped relationships between the SHR index and all-cause mortality, with inflection points at 0.73 for 30-day mortality and 0.76 for 365-day mortality. Compared to patients with SHR levels below these inflection points, those with higher levels had a 69.9% increased risk for 30-day all-cause mortality (hazard ratio [HR] 1.699; 95% confidence interval [CI] 1.336 to 2.159) and a 61.6% increased risk for 365-day all-cause mortality (HR 1.616; 95% CI 1.345 to 1.942).
conclusionIn critically ill patients with AF, higher levels of the SHR index are significantly associated with an increased risk of all-cause mortality at 30 days, 90 days, 180 days, and 365 days. The SHR index may serve as a valid indicator for assessing the severity and guiding the treatment of AF patients in the ICU.
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