Observational studyBMC cardiovascular disorders2021
Predictive value of stress hyperglycemia ratio for the occurrence of acute kidney injury in acute myocardial infarction patients with diabetes.
Observational study in BMC cardiovascular disorders, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 2 of them syntheses that pooled it.
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Who cites it
32 citing papers in PubMed, 2 syntheses or guidelines pooled it, 41 citations in OpenAlex.
- Association between stress hyperglycemia ratio and in-hospital mortality in acute myocardial infarction: a dose-response meta-analysis.BMC cardiovascular disorders · 2026Pooled it
- The association between the stress hyperglycaemia ratio and mortality in cardiovascular disease: a meta-analysis and systematic review.Cardiovascular diabetology · 2024Pooled it
- 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
- Early risk stratification of acute kidney injury severity in patients with acute myocardial infarction and diabetes using machine learning.Scientific reports · 2026Article
- Incidence and risk factors of acute kidney injury after myocardial infarction; a prospective cohort study with impact of timing of presentation on other risk factors.BMC nephrology · 2026Article
- The Joint Effect of Stress Hyperglycemia Ratio and Inflammatory Burden Exacerbates Mortality Risk and Prolongs ICU Stay in Sepsis: A Combined Analysis.Infection and drug resistance · 2026Article
- Stress hyperglycemia ratio as a predictor of acute kidney injury and its outcomes in critically ill patients.Renal failure · 2025Article
- Stress hyperglycemia ratio as an independent predictor of acute kidney injury in critically ill patients with acute myocardial infarction: a retrospective U.S. cohort study.Renal failure · 2025Article
- Association between stress hyperglycemia ratio and all-cause mortality in patients with acute kidney injury: a retrospective analysis of the MIMIC-IV database using machine learning.BMC nephrology · 2025Article
- Association of stress hyperglycemia ratio with hospital mortality and acute kidney injury in patients with transfusion.Clinical and experimental nephrology · 2025Article
- Association between stress hyperglycemia ratio and acute kidney injury in patients with chronic cardiovascular-kidney disorder: a multi-center retrospective cohort study from China.Acta diabetologica · 2025Article
- Correlation between stress-induced hyperglycemia and postoperative acute kidney injury in nondiabetic patients who underwent acute type A aortic dissection surgery: A retrospective observational study.The Journal of international medical research · 2025Observational
- Association of stress hyperglycemia ratio with mortality in sepsis-associated acute kidney injury: a retrospective analysis of the MIMIC-IV database.Scientific reports · 2025Article
- Association between stress hyperglycemia ratio and acute kidney injury development in patients with sepsis: a retrospective study.Frontiers in endocrinology · 2025Article
- Impact of stress hyperglycemia ratio on acute kidney injury and mortality in patients with cardiogenic shock: a retrospective analysis.Frontiers in endocrinology · 2025Article
- Metabolic Disturbances Associated with In-Hospital Complication and Mortality in Different Types of Pneumonia.Journal of clinical medicine · 2024Article
- Stress hyperglycemia ratio and its influence on mortality in elderly patients with severe community-acquired pneumonia: a retrospective study.Aging clinical and experimental research · 2024Article
- The impact of the stress hyperglycemia ratio on the risk of contrast-associated acute kidney injury in patients undergoing coronary angiography: a large real-world cohort study.Diabetology & metabolic syndrome · 2024Article
- The relative and combined ability of stress hyperglycemia ratio and N-terminal pro-B-type natriuretic peptide to predict all-cause mortality in diabetic patients with multivessel coronary artery disease.Cardiovascular diabetology · 2024Article
- The Glycemic Ratio Is Strongly and Independently Associated With Mortality in the Critically Ill.Journal of diabetes science and technology · 2024Article
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAcute hyperglycemia has been recognized as a robust predictor for occurrence of acute kidney injury (AKI) in nondiabetic patients with acute myocardial infarction (AMI), however, its discriminatory ability for AKI is unclear in diabetic patients after an AMI. Here, we investigated whether stress hyperglycemia ratio (SHR), a novel index with the combined evaluation of acute and chronic glycemic levels, may have a better predictive value of AKI as compared with admission glycemia alone in diabetic patients following AMI.
methodsSHR was calculated with admission blood glucose (ABG) divided by the glycated hemoglobin-derived estimated average glucose. A total of 1215 diabetic patients with AMI were enrolled and divided according to SHR tertiles. Baseline characteristics and outcomes were compared. The primary endpoint was AKI and secondary endpoints included all-cause death and cardiogenic shock during hospitalization. The logistic regression analysis was performed to identify potential risk factors. Accuracy was defined with area under the curve (AUC) by a receiver-operating characteristic (ROC) curve analysis.
resultsIn AMI patients with diabetes, the incidence of AKI (4.4%, 7.8%, 13.0%; p < 0.001), all-cause death (2.7%, 3.6%, 6.4%; p = 0.027) and cardiogenic shock (4.9%, 7.6%, 11.6%; p = 0.002) all increased with the rising tertile levels of SHR. After multivariate adjustment, elevated SHR was significantly associated with an increased risk of AKI (odds ratio 3.18, 95% confidence interval: 1.99-5.09, p < 0.001) while ABG was no longer a risk factor of AKI. The SHR was also strongly related to the AKI risk in subgroups of patients. At ROC analysis, SHR accurately predicted AKI in overall (AUC 0.64) and a risk model consisted of SHR, left ventricular ejection fraction, N-terminal B-type natriuretic peptide, and estimated glomerular filtration rate (eGFR) yielded a superior predictive value (AUC 0.83) for AKI.
conclusionThe novel index SHR is a better predictor of AKI and in-hospital mortality and morbidity than admission glycemia in AMI patients with diabetes.
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