Dysglycemic Events after Initiation of Intermittently Scanned Continuous Glucose Monitoring in Patients with Insulin-Treated Type 2 Diabetes

Initiation of intermittently scanned continuous glucose monitors (isCGM) has been shown to reduce hemoglobin A1c (A1c) in patients with insulin-treated type 2 diabetes (T2D), but its effect on acute dysglycemic events (hypoglycemia and hyperglycemia) merits additional study. We conducted an observational, comparative effectiveness analysis of patients with insulin-treated T2D, comparing the efficacy of isCGM versus self-monitoring of blood glucose to improve glycemia and reduce acute dysglycemic events. We utilized a difference-in-differences framework to estimate pre-post changes in these outcomes, addressing confounding using overlap weighting based on propensity scores using rigorous causal analysis and machine learning. Initiating isCGM was associated with improved glycemia (reduced A1c, more patients with A1c <8% and <9%), but not the incidence of acute dysglycemic (hypoglycemic or hyperglycemic) events. This study on isCGM use is one of the largest to date and provides important information about the benefits of this technology in a population of patients with insulin-treated T2D.

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Journal
Diabetes Technology & Therapeutics
Published
2025-04-16
DOI
https://doi.org/10.1089/dia.2025.0021
Primary Topic
Diabetes Management and Research
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article
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article

Dysglycemic Events after Initiation of Intermittently Scanned Continuous Glucose Monitoring in Patients with Insulin-Treated Type 2 Diabetes

Lisa K. Gilliam, Andrew John Karter, Melissa M. Parker
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Diabetes Technology & Therapeutics
Diabetes Management and Research
article

Dysglycemic Events after Initiation of Intermittently Scanned Continuous Glucose Monitoring in Patients with Insulin-Treated Type 2 Diabetes

Lisa K. Gilliam, Andrew John Karter, Melissa M. Parker
article en

Abstract

Initiation of intermittently scanned continuous glucose monitors (isCGM) has been shown to reduce hemoglobin A1c (A1c) in patients with insulin-treated type 2 diabetes (T2D), but its effect on acute dysglycemic events (hypoglycemia and hyperglycemia) merits additional study. We conducted an observational, comparative effectiveness analysis of patients with insulin-treated T2D, comparing the efficacy of isCGM versus self-monitoring of blood glucose to improve glycemia and reduce acute dysglycemic events. We utilized a difference-in-differences framework to estimate pre-post changes in these outcomes, addressing confounding using overlap weighting based on propensity scores using rigorous causal analysis and machine learning. Initiating isCGM was associated with improved glycemia (reduced A1c, more patients with A1c <8% and <9%), but not the incidence of acute dysglycemic (hypoglycemic or hyperglycemic) events. This study on isCGM use is one of the largest to date and provides important information about the benefits of this technology in a population of patients with insulin-treated T2D.

Diabetes Technology & TherapeuticsVol. 27(8)
San Francisco General Hospital (US), Kaiser Permanente (US), University of California, San Francisco (US), University of Washington (US), Kaiser Permanente South San Francisco Medical Center (US)
Zero hunger
Openalex Percentile: Top 90%
Diabetes Management and Research
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Dysglycemic Events after Initiation of Intermittently Scanned Continuous Glucose Monitoring in Patients with Insulin-Treated Type 2 Diabetes — Lisa K. Gilliam, Andrew John Karter, et al. · Diabetes Technology & Therapeutics (2025) | TGRS Research Map | TGRS