SynthesisCardiovascular diabetology2024
The association between the stress hyperglycaemia ratio and mortality in cardiovascular disease: a meta-analysis and systematic review.
Synthesis in Cardiovascular diabetology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 3 of them syntheses that pooled it.
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The trial behind it
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Who cites it
35 citing papers in PubMed, 3 syntheses or guidelines pooled 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
- Association between stress hyperglycemia ratio and all-cause mortality among ICU patients with sepsis: a systematic review and meta-analysis.Frontiers in medicine · 2025Pooled it
- 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
- Stress hyperglycemia ratio improves 28-day mortality prediction beyond GRACE score in critically ill patients with acute coronary syndrome: a retrospective cohort study from MIMIC-IV.BMC cardiovascular disorders · 2026Article
- Dynamic association between triglyceride-glucose-body mass index and hospital mortality in critically ill patients with heart failure: a multicenter retrospective cohort study.Cardiovascular diabetology · 2026Observational
- Association of stress hyperglycemia ratio with the incidence of delirium in critically ill patients: a retrospective cohort study with exploratory machine-learning analyses.BMC neurology · 2026Article
- Association of the Stress Hyperglycemia Ratio with Advanced Liver Fibrosis and Mortality in Patients with Metabolic Dysfunction-Associated Steatotic Liver Disease: An Analysis of NHANES.The Turkish journal of gastroenterology : the official journal of Turkish Society of Gastroenterology · 2026Article
- Association between stress hyperglycemia ratio and early neurological deterioration after acute ischemic stroke: a retrospective cohort study.BMC neurology · 2026Article
- Article
- Early relative glycemic stress trajectories identify a high-risk metabolic phenotype in critically ill patients with atherosclerotic cardiovascular disease: a dual-cohort study.Frontiers in 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
- Independent and combined effects of mean blood glucose and glycemic variability on 28-day mortality in older acute myocardial infarction patients: a MIMIC-IV cohort study.BMC geriatrics · 2025Article
- Stress hyperglycemia ratio is associated with neurological outcome after cardiac arrest.Scientific reports · 2025Article
- Efficacy ofMetabolism open · 2025Review
- Prognostic worth of admission blood glucose to albumin ratio: evaluation in patients following percutaneous coronary intervention with and without type 2 diabetes mellitus.BMC cardiovascular disorders · 2025Article
- Association between stress hyperglycemia ratio and delirium risk in elderly surgical patients: a retrospective cohort study.BMC geriatrics · 2025Article
- Relative hyperglycemia and new-onset atrial fibrillation after coronary artery bypass grafting: a focus on stress hyperglycemia ratio.BMC cardiovascular disorders · 2025Article
- Explore the U-shape between the stress hyperglycemia ratio and diabetes or prediabetes with depressive symptoms in United States adults: insights in NHANES 2005-2018.Diabetology & metabolic syndrome · 2025Article
- Glycemic variability and postoperative mortality following cardiac surgery: evidence from a real-world ICU cohort.BMC cardiovascular disorders · 2025Observational
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
backgroundA raised stress hyperglycaemia ratio (SHR) has been associated with all-cause mortality and may better discriminate than an absolute glucose value. The aim of this meta analysis and systematic review is to synthesise the evidence assessing the relationship between the SHR and all-cause mortality across three common cardiovascular presentations.
methodsWe undertook a comprehensive search of Medline, Embase, Cochrane CENTRAL and Web of Science from the date of inception to 1st March 2024, and selected articles meeting the following criteria: studies of patients hospitalised for acute myocardial infarction, ischaemic stroke or acute heart failure reporting the risk (odds ratio or hazard ratio) for all-cause mortality associated with the SHR. A random effects model was used for primary analysis. Subgroup analysis by diabetes status and of mortality in the short and long term was undertaken. Risk of bias assessment was performed using the Newcastle Ottawa quality assessment scale.
resultsA total of 32 studies were included: 26 studies provided 31 estimates for the meta-analysis. The total study population in the meta analysis was 80,010. Six further studies were included in the systematic review. Participants admitted to hospital with cardiovascular disease and an SHR in the highest category had a significantly higher risk ratio of all-cause mortality in both the short and longer term compared with those with a lower SHR (RR = 1.67 [95% CI 1.46-1.91], p < 0.001). This finding was driven by studies in the myocardial infarction (RR = 1.75 [95% CI 1.52-2.01]), and ischaemic stroke cohorts (RR = 1.78 [95% CI 1.26-2.50]). The relationship was present amongst those with and without diabetes (diabetes: RR 1.49 [95% CI 1.14-1.94], p < 0.001, no diabetes: RR 1.85 [95% CI 1.49-2.30], p < 0.001) with p = 0.21 for subgroup differences, and amongst studies that reported mortality as a single outcome (RR of 1.51 ([95% CI 1.29-1.77]; p < 0.001) and those that reported mortality as part of a composite outcome (RR 2.02 [95% CI 1.58-2.59]; p < 0.001). On subgroup analysis by length of follow up, higher SHR values were associated with increased risk of mortality at 90 day, 1 year and > 1year follow up, with risk ratios of 1.84 ([95% CI 1.32-2.56], p < 0.001), 1.69 ([95% CI 1.32-2.16], p < 0.001) and 1.58 ([95% CI 1.34-1.86], p < 0.001) respectively.
conclusionsA raised SHR is associated with an increased risk of all-cause mortality following myocardial infarction and ischaemic stroke. Further work is required to define reference values for the SHR, and to investigate the potential effects of relative hypoglycaemia. Interventional trials targeting to the SHR rather than the absolute glucose value should be undertaken. PROSPERO DATABASE REGISTRATION: CRD 42023456421 https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42023456421.
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