ArticleDiabetes technology & therapeutics2011
Hypoglycemia risk and glucose variability indices derived from routine self-monitoring of blood glucose are related to laboratory measures of insulin sensitivity and epinephrine counterregulation.
Article in Diabetes technology & therapeutics, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT00943787 (Counter-regulatory Impairment and the Effect of Microvascular Insulin Transfer in Type 1 Diabetes Mellitus), which is not on this map. Cited by 9 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Counter-regulatory Impairment and the Effect of Microvascular Insulin Transfer in Type 1 Diabetes Mellitus
Who cites it
9 citing papers in PubMed, 17 citations in OpenAlex.
- Glycemic Variability and Gut Microbiota Metabolic Patterns: A Novel Perspective on Diabetic Complications.Food science & nutrition · 2025Review
- Metrics Beyond Hemoglobin A1C in Diabetes Management: Time in Range, Hypoglycemia, and Other Parameters.Diabetes technology & therapeutics · 2017Review
- Glucose Variability: Timing, Risk Analysis, and Relationship to Hypoglycemia in Diabetes.Diabetes care · 2016Article
- The impact of basal insulin analogues on glucose variability in patients with type 2 diabetes undergoing renal replacement therapy for end-stage renal disease.International urology and nephrology · 2016Article
- Are Risk Indices Derived From CGM Interchangeable With SMBG-Based Indices?Journal of diabetes science and technology · 2015Article
- Utility of different glycemic control metrics for optimizing management of diabetes.World journal of diabetes · 2015Review
- Four-Point Preprandial Self-Monitoring of Blood Glucose for the Assessment of Glycemic Control and Variability in Patients with Type 2 Diabetes Treated with Insulin and Vildagliptin.International journal of endocrinology · 2015Article
- Is hypoglycemia fear independently associated with health-related quality of life?Health and quality of life outcomes · 2014Article
- Average daily risk range as a measure for clinical research and routine care.Journal of diabetes science and technology · 2013Review
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
backgroundthe widely held assumptions that in type 1 diabetes glucose variability may correlate with insulin sensitivity and impaired epinephrine counterregulation have not been studied directly. Here we investigate possible relationships between outpatient measures of glucose variability and risk for hypoglycemia with physiological characteristics: insulin sensitivity and hypoglycemia counterregulation.
methodsthirty-four subjects with type 1 diabetes (14 women, 20 men; 37 ± 2.1 years old; glycosylated hemoglobin [HbA1c], 7.6 ± 0.21%) performed self-monitoring of blood glucose (SMBG) for a month, followed by an inpatient hyperinsulinemic euglycemic and hypoglycemic clamp. SMBG field data were used to calculate measures of glucose variability and risk of hypoglycemia, while the clamp procedure was used to evaluate insulin sensitivity and epinephrine response during induced hypoglycemia. Spearman partial correlations adjusted for age, duration of diabetes, body mass index, gender, and HbA1c were used to assess the relationship between the field indices of glucose variability and the physiological characteristics of diabetes.
resultstwo glucose variability measures correlated positively (P < 0.01) with insulin sensitivity: the Average Daily Risk Range (ADRR) (ρ = 0.5) and the Glycemic Lability Index (ρ = 0.48). The Low Blood Glucose Index, a measure of the risk for hypoglycemia, and the ADRR correlated negatively with maximum epinephrine response during hypoglycemia: ρ = -0.46, P < 0.01 and ρ = -0.4, P = 0.03, respectively.
conclusionshigher insulin sensitivity and lower epinephrine response during hypoglycemia are related to increased glucose variability (as quantified by the ADRR), irrespective of HbA1c and other patient characteristics. Lower epinephrine relates to risk for hypoglycemia as well.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.