ArticleJournal of diabetes science and technology2009
Glycemic variability and mortality in critically ill patients: the impact of diabetes.
Article in Journal of diabetes science and technology, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers, 4 of them syntheses that pooled it.
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Who cites it
81 citing papers in PubMed, 4 syntheses or guidelines pooled it, 187 citations in OpenAlex.
- Short-term glycemic variability and the risk of adverse ICU outcomes in critically ill patients: a systematic review and meta-analysis.Frontiers in nutrition · 2026Pooled it
- [S3 Guideline Sepsis-prevention, diagnosis, therapy, and aftercare : Long version].Medizinische Klinik, Intensivmedizin und Notfallmedizin · 2020Guideline
- Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock: 2016.Intensive care medicine · 2017Guideline
- Surviving Sepsis Campaign: international guidelines for management of severe sepsis and septic shock, 2012.Intensive care medicine · 2013Guideline
- Composite Metric of Glycemic Control Q-Score Is Elevated in Pediatric and Adolescent/Young Adult Hematopoietic Stem Cell Transplant Recipients.Diabetes technology & therapeutics · 2023Trial
- Glycemic variability and glucose complexity in critically ill patients: a retrospective analysis of continuous glucose monitoring data.Critical care (London, England) · 2012Trial
- Early Glucose Variability Is Associated with Mortality in Critically Ill Children: A Retrospective Pediatric Intensive Care Study.Nutrients · 2026Observational
- Association between endothelial activation and stress index and mortality in critically ill patients with diabetes mellitus: a retrospective cohort study.BMC endocrine disorders · 2026Article
- Association of glycemic variability with the risk of new-onset atrial fibrillation and death in critically ill patients without diabetes: analysis of the MIMIC-IV database.Diabetology & metabolic syndrome · 2026Article
- Simultaneous assessment of stress hyperglycemia ratio and glucose variability to predict all-cause mortality in sepsis patients across different glucose metabolic states: an observational cohort study with interpretable machine learning approach.International journal of surgery (London, England) · 2026Observational
- Nonlinear relationship between mean amplitude of glycemic excursion and mortality in critically ill stroke patients.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2025Article
- From glycemic variability to digital signal biomarker: a prognostic and precision medicine framework for sepsis-associated acute kidney injury.Renal failure · 2025Article
- Association between glycemic variability and mortality in critically ill patients with heart failure.Scientific reports · 2025Article
- Glycated Hemoglobin Variability Is Associated With Adverse Outcomes in Patients With Heart Failure Irrespective of Diabetic Status.Journal of the American Heart Association · 2024Article
- Effects of Glycemic Variability in Critically Ill Patients with Coronavirus Disease 2019: A Retrospective Observational Study.Indian journal of critical care medicine : peer-reviewed, official publication of Indian Society of Critical Care Medicine · 2024Article
- Association between Preoperative Glucose Dysregulation and Delirium after Non-Cardiac Surgery.Journal of clinical medicine · 2024Article
- Glycemic Variability As a Prognostic Factor for Mortality in Patients With Critical Illness: A Systematic Review and Meta-Analysis.Critical care explorations · 2024Review
- Article
- Prognostic Significance of Baseline Blood Glucose Levels and Glucose Variability in Severe Acute Kidney Injury: A Secondary Analysis from the RENAL Study.Journal of clinical medicine · 2022Article
- Early glycaemic variability increases 28-day mortality and prolongs intensive care unit stay in critically ill patients with pneumonia.Annals of medicine · 2022Article
21 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
1 author at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundGlycemic variability (GV) has recently been associated with mortality in critically ill patients. The impact of diabetes or its absence on GV as a risk factor for mortality is unknown.
methodsA total of 4084 adult intensive care unit (ICU) patients admitted between October 15, 1999, and June 30, 2009, with at least three central laboratory measurements of venous glucose samples during ICU stay were studied retrospectively. The patients were analyzed according to treatment era and presence or absence of diabetes: 1460 admitted before February 1, 2003, when there was no specific treatment protocol for hyperglycemia ("PRE") and 2624 patients admitted after a glycemic control protocol was instituted ("GC"). 3142 were patients without diabetes ("NON"), and 942 were patients with diabetes ("DM"). The coefficient of variation (CV) [standard deviation (SD)/mean glucose level (MGL)] of each patient was used as a measure of GV. Patients were grouped by MGL (mg/dl) during ICU stay (70-99, 100-119, 120-139, 140-179, and 180+) as well as by CV (<15%, 15-30%, 30-50%, and 50%+).
resultsPatients with diabetes had higher MGL, SD, and CV than did NON (p < .0001 for all comparisons). Mean glucose level was lower among both GC groups compared to their corresponding PRE groups (p < .0001), but CV did not change significantly between eras. Multivariable logistic regression analysis demonstrated that low CV was independently associated with decreased risk of mortality and high CV was independently associated with increased risk of mortality among NON PRE and GC patients, even after exclusion of patients with severe (<40 mg/dl) or moderate (40-59 mg/dl) hypoglycemia. There was no association between CV and mortality among DM using the same multivariable model. Mortality among NON from the entire cohort, with MGL 70-99 mg/dl during ICU stay, was 10.2% for patients with CV < 15% versus 58.3% for those with CV 50%+; for NON with MGL 100-119 mg/dl, corresponding rates were 10.6% and 55.6%.
conclusionsLow GV during ICU stay was associated with increased survival among NON, and high GV was associated with increased mortality, even after adjustment for severity of illness. There was no independent association of GV with mortality among DM. Attempts to minimize GV may have a significant beneficial impact on outcomes of critically ill patients without diabetes.
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