Usefulness of the plasma glucose concentration-to-HbA1c ratio in predicting clinical outcomes during acute illness with extreme hyperglycaemia

Yu Wen Su, Chien-Yi Hsu, Y. W. Guo, H. S. Chen

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

Aims To evaluate the correlation between the plasma glucose-to-glycated haemoglobin ratio (GAR) and clinical outcome during acute illness. Methods This retrospective observational cohort study enrolled 661 patients who visited the emergency department of our hospital between 1 July 2008 and 30 September 2010 with plasma glucose concentrations > 500 mg/dL. Systolic blood pressure, heart rate, white blood cells, neutrophils, haematocrit, blood urea nitrogen, serum creatinine, liver function and plasma glucose concentration were recorded at the initial presentation to the emergency department. Data on glycated haemoglobin over the preceding 6 months were reviewed from our hospital database. The glucose-to-HbA1c ratio (GAR) was calculated as the plasma glucose concentration divided by glycated haemoglobin. Results The GAR of those who died was significantly higher than that of the survivors (81.0 ± 25.9 vs 67.6 ± 25.0; P < 0.001). There was a trend towards a higher 90-day mortality rate in patients with higher GARs (log-rank test P < 0.0001 for trend). On multivariate Cox regression analysis, the GAR was significantly related to 90-day mortality (hazard ratio [HR] for 1 standard deviation [SD] change: 1.41, 95% confidence interval [CI]: 1.22–1.63; P < 0.001), but not to plasma glucose (HR: 0.89, 95% CI: 0.70–1.13; P = 0.328). Rates of intensive care unit (ICU) admission and mechanical ventilator use were also higher in those with higher GARs. Conclusion GAR independently predicted 90-day mortality, ICU admission and use of mechanical ventilation. It was also a better predictor of patient outcomes than plasma glucose alone in patients with extremely high glucose levels.

Original languageEnglish
Pages (from-to)40-47
Number of pages8
JournalDiabetes and Metabolism
Volume43
Issue number1
DOIs
Publication statusPublished - Feb 1 2017

Fingerprint

Hyperglycemia
Glucose
Glycosylated Hemoglobin A
Intensive Care Units
Mortality
Hospital Emergency Service
Confidence Intervals
Blood Pressure
Blood Urea Nitrogen
Mechanical Ventilators
Hematocrit
Artificial Respiration
Observational Studies
Survivors
Creatinine
Neutrophils
Leukocytes
Cohort Studies
Heart Rate
Regression Analysis

Keywords

  • Diabetes mellitus
  • Glucose-to-glycated haemoglobin ratio
  • Glycated haemoglobin
  • Stress-induced hyperglycaemia

ASJC Scopus subject areas

  • Internal Medicine
  • Endocrinology, Diabetes and Metabolism
  • Endocrinology

Cite this

Usefulness of the plasma glucose concentration-to-HbA1c ratio in predicting clinical outcomes during acute illness with extreme hyperglycaemia. / Su, Yu Wen; Hsu, Chien-Yi; Guo, Y. W.; Chen, H. S.

In: Diabetes and Metabolism, Vol. 43, No. 1, 01.02.2017, p. 40-47.

Research output: Contribution to journalArticle

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abstract = "Aims To evaluate the correlation between the plasma glucose-to-glycated haemoglobin ratio (GAR) and clinical outcome during acute illness. Methods This retrospective observational cohort study enrolled 661 patients who visited the emergency department of our hospital between 1 July 2008 and 30 September 2010 with plasma glucose concentrations > 500 mg/dL. Systolic blood pressure, heart rate, white blood cells, neutrophils, haematocrit, blood urea nitrogen, serum creatinine, liver function and plasma glucose concentration were recorded at the initial presentation to the emergency department. Data on glycated haemoglobin over the preceding 6 months were reviewed from our hospital database. The glucose-to-HbA1c ratio (GAR) was calculated as the plasma glucose concentration divided by glycated haemoglobin. Results The GAR of those who died was significantly higher than that of the survivors (81.0 ± 25.9 vs 67.6 ± 25.0; P < 0.001). There was a trend towards a higher 90-day mortality rate in patients with higher GARs (log-rank test P < 0.0001 for trend). On multivariate Cox regression analysis, the GAR was significantly related to 90-day mortality (hazard ratio [HR] for 1 standard deviation [SD] change: 1.41, 95{\%} confidence interval [CI]: 1.22–1.63; P < 0.001), but not to plasma glucose (HR: 0.89, 95{\%} CI: 0.70–1.13; P = 0.328). Rates of intensive care unit (ICU) admission and mechanical ventilator use were also higher in those with higher GARs. Conclusion GAR independently predicted 90-day mortality, ICU admission and use of mechanical ventilation. It was also a better predictor of patient outcomes than plasma glucose alone in patients with extremely high glucose levels.",
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AB - Aims To evaluate the correlation between the plasma glucose-to-glycated haemoglobin ratio (GAR) and clinical outcome during acute illness. Methods This retrospective observational cohort study enrolled 661 patients who visited the emergency department of our hospital between 1 July 2008 and 30 September 2010 with plasma glucose concentrations > 500 mg/dL. Systolic blood pressure, heart rate, white blood cells, neutrophils, haematocrit, blood urea nitrogen, serum creatinine, liver function and plasma glucose concentration were recorded at the initial presentation to the emergency department. Data on glycated haemoglobin over the preceding 6 months were reviewed from our hospital database. The glucose-to-HbA1c ratio (GAR) was calculated as the plasma glucose concentration divided by glycated haemoglobin. Results The GAR of those who died was significantly higher than that of the survivors (81.0 ± 25.9 vs 67.6 ± 25.0; P < 0.001). There was a trend towards a higher 90-day mortality rate in patients with higher GARs (log-rank test P < 0.0001 for trend). On multivariate Cox regression analysis, the GAR was significantly related to 90-day mortality (hazard ratio [HR] for 1 standard deviation [SD] change: 1.41, 95% confidence interval [CI]: 1.22–1.63; P < 0.001), but not to plasma glucose (HR: 0.89, 95% CI: 0.70–1.13; P = 0.328). Rates of intensive care unit (ICU) admission and mechanical ventilator use were also higher in those with higher GARs. Conclusion GAR independently predicted 90-day mortality, ICU admission and use of mechanical ventilation. It was also a better predictor of patient outcomes than plasma glucose alone in patients with extremely high glucose levels.

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KW - Glycated haemoglobin

KW - Stress-induced hyperglycaemia

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