Observational studyCardiovascular diabetology2022
Predictive value of the stress hyperglycemia ratio in patients with acute ST-segment elevation myocardial infarction: insights from a multi-center observational study.
Observational study in Cardiovascular diabetology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers, 6 of them syntheses that pooled it.
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Who cites it
72 citing papers in PubMed, 6 syntheses or guidelines pooled it, 151 citations in OpenAlex.
- Prognostic significance of stress hyperglycemia ratio in patients undergoing percutaneous coronary intervention: a dose-response meta-analysis.BMJ open diabetes research & care · 2026Pooled it
- Association between stress hyperglycemia ratio and in-hospital mortality in acute myocardial infarction: a dose-response meta-analysis.BMC cardiovascular disorders · 2026Pooled it
- Stress hyperglycemia ratio in coronary artery disease: a systematic review and meta-analysis of severity and prognosis.Cardiovascular diabetology · 2026Pooled 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
- The association between the stress hyperglycaemia ratio and mortality in cardiovascular disease: a meta-analysis and systematic review.Cardiovascular diabetology · 2024Pooled it
- Influence of age on the development of stress hyperglycemia during first-onset ST-elevation myocardial infarction.Journal of diabetes investigation · 2026Article
- Association of stress hyperglycemia ratio on right ventricular dysfunction and biventricular coupling in patients with acute coronary syndrome assessed by CMR feature tracking: a cross-sectional study.Quantitative imaging in medicine and surgery · 2026Article
- Association Between Stress Hyperglycemia Ratio and Cardiovascular Outcomes in Patients Who Underwent Complex Percutaneous Coronary Intervention According to Different Glycemic Status.Journal of the American Heart Association · 2026Article
- Evaluation of the relationship between coronary artery disease complexity and metabolic and hormonal parameters in non-diabetic patients with acute coronary syndrome.BMC cardiovascular disorders · 2026Observational
- The Role of Serum Biomarkers for the Differential Diagnosis and Prognostic Assessment of Myocardial Infarction with Non-Obstructive Coronary Arteries: A Narrative Review.Journal of clinical medicine · 2026Review
- Unveiling the relationship between stress-hyperglycemia ratio and cardiometabolic multimorbidity risk using interpretable machine learning.European journal of medical research · 2026Article
- From metabolism to myocardium: the missing link of admission dysglycemia in early cardiac recovery.Cardiovascular diabetology. Endocrinology reports · 2026Article
- Stress Hyperglycemia Ratio as a Predictor of All-Cause and Cardiovascular Mortality in the General Population: Insights From NHANES 2001-2018.International journal of endocrinology · 2026Article
- Effect of stress-induced hyperglycaemia on clinical outcome in paitients with acute ST-segment elevation myocardial infarction undergoing percutaneous coronary intervention.Frontiers in cardiovascular medicine · 2026Article
- The predictive value of the C-reactive protein-stress hyperglycemia ratio for in-hospital major adverse cardiovascular events in patients with ST-segment elevation myocardial infarction.Frontiers in cardiovascular medicine · 2026Article
- The role of stress hyperglycemia in in-hospital new-onset atrial fibrillation among patients with acute myocardial infarction: a narrative review.Frontiers in cardiovascular medicine · 2026Review
- Prognostic significance of stress hyperglycemia ratio in coronary microvascular dysfunction among chronic coronary syndrome patients.Frontiers in cardiovascular medicine · 2026Article
- Stress hyperglycemia ratio and long-term prognosis in patients with acute myocardial infarction undergoing percutaneous coronary intervention: evidence for an J-shaped association.Journal of geriatric cardiology : JGC · 2025Article
- Observational
12 more citing papers are in PubMed but not listed here.
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundStress hyperglycemia is a strong predictor of adverse outcomes in patients with acute myocardial infarction (AMI). Recently, the stress hyperglycemia ratio (SHR) has been designed as an index to identify acute hyperglycemia with true risk; however, data regarding the impact of SHR on the prognosis of ST-segment elevation myocardial infarction (STEMI) remains limited. This study aimed to evaluate the predictive value of the SHR in patients with acute STEMI and to assess whether it can improve the predictive efficiency of the Thrombolysis in Myocardial Infarction (TIMI) risk score.
methodsThis study included 7476 consecutive patients diagnosed with acute STEMI across 274 emergency centers. After excluding 2052 patients due to incomplete data, 5417 patients were included in the final analysis. Patients were divided into three groups according to SHR tertiles (SHR1, SHR2, and SHR3) and were further categorized based on diabetes status. All patients were followed up for major cardiovascular adverse events (MACEs) and all-cause mortality.
resultsAfter 30 days of follow-up, 1547 MACEs (28.6%) and 789 all-cause deaths (14.6%) occurred. The incidence of MACEs was highest among patients in the SHR3 group with diabetes mellitus (DM) (42.6%). Kaplan-Meier curves demonstrated that patients with SHR3 and DM also had the highest risk for MACEs when compared with other groups (p < 0.001). Moreover, C-statistics improved significantly when SHR3 was added into the original model: the ΔC-statistics (95% confidence interval) were 0.008 (0.000-0.013) in the total population, 0.010 (0.003-0.017) in the DM group, and 0.007 (0.002-0.013) in the non-DM group (all p < 0.05). In the receiver operating characteristic analysis, the area under the curve (AUC) for the original TIMI risk score for all-cause death was 0.760. When an SHR3 value of 1 point was used to replace the history of DM, hypertension, or angina in the original TIMI risk score, the Delong test revealed significant improvements in the AUC value (∆AUC of 0.009, p < 0.05), especially in the DM group (∆AUC of 0.010, p < 0.05).
conclusionThe current results suggest that SHR is independently related to the risks of MACEs and mortality in patients with STEMI. Furthermore, SHR may aid in improving the predictive efficiency of the TIMI risk score in patients with STEMI, especially those with DM.
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