Transitioning from Self-Monitoring of Blood Glucose to Continuous Glucose Monitoring in Combination with a mHealth App Improves Glycemic Control in People with Type 1 and Type 2 Diabetes

<b><i>Introduction:</i></b> Integrating mobile health (mHealth) apps into daily diabetes management allows users to monitor and track their health data, creating a comprehensive system for managing daily diabetes activities and generating valuable real-world data. This analysis investigates the impact of transitioning from traditional self-monitoring of blood glucose (SMBG) to real-time continuous glucose monitoring (rtCGM), alongside the use of a mHealth app, on users' glycemic control. <b><i>Methods:</i></b> Data were collected from 1271 diabetes type 1 and type 2 users of the mySugr<sup>®</sup> app who made a minimum of 50 SMBG logs 1 month before transitioning to rtCGM and then used rtCGM for at least 6 months. The mean and coefficient of variation of glucose, along with the proportions of glycemic measurements in and out of range, were compared between baseline and 1, 2, 3, and 6 months of rtCGM use. A mixed-effects linear regression model was built to quantify the specific effects of transitioning to a rtCGM sensor in different subsamples. A novel validation analysis ensured that the aggregated metrics from SMBG and rtCGM were comparable. <b><i>Results:</i></b> Transitioning to a rtCGM sensor significantly improved glycemic control in the entire cohort, particularly among new users of the mySugr app. Additionally, the sustainability of the change in glucose in the entire cohort was confirmed throughout the observation period. People with type 1 and type 2 diabetes exhibited distinct variations, with type 1 experiencing a greater reduction in glycemic variance, while type 2 displayed a relatively larger decrease in monthly averages.

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Publication Details

Journal
Diabetes Technology & Therapeutics
Published
2024-09-16
DOI
https://doi.org/10.1089/dia.2024.0169
Citations
9
Primary Topic
Diabetes Management and Research
Type
article
Field-Weighted Citation Impact
3.22
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article

Transitioning from Self-Monitoring of Blood Glucose to Continuous Glucose Monitoring in Combination with a mHealth App Improves Glycemic Control in People with Type 1 and Type 2 Diabetes

Delphine Theodorou, HEATHER MIKULSKI, Wiebke Mueller-Hoffmann, Johanna Kober et al.
9 citations
Diabetes Technology & Therapeutics
Diabetes Management and Research
3.22
article

Transitioning from Self-Monitoring of Blood Glucose to Continuous Glucose Monitoring in Combination with a mHealth App Improves Glycemic Control in People with Type 1 and Type 2 Diabetes

Delphine Theodorou, HEATHER MIKULSKI, Wiebke Mueller-Hoffmann, Johanna Kober, MICHAEL MITTER, Josip Zivkovic
article en
9 citations

Abstract

<b><i>Introduction:</i></b> Integrating mobile health (mHealth) apps into daily diabetes management allows users to monitor and track their health data, creating a comprehensive system for managing daily diabetes activities and generating valuable real-world data. This analysis investigates the impact of transitioning from traditional self-monitoring of blood glucose (SMBG) to real-time continuous glucose monitoring (rtCGM), alongside the use of a mHealth app, on users' glycemic control. <b><i>Methods:</i></b> Data were collected from 1271 diabetes type 1 and type 2 users of the mySugr<sup>®</sup> app who made a minimum of 50 SMBG logs 1 month before transitioning to rtCGM and then used rtCGM for at least 6 months. The mean and coefficient of variation of glucose, along with the proportions of glycemic measurements in and out of range, were compared between baseline and 1, 2, 3, and 6 months of rtCGM use. A mixed-effects linear regression model was built to quantify the specific effects of transitioning to a rtCGM sensor in different subsamples. A novel validation analysis ensured that the aggregated metrics from SMBG and rtCGM were comparable. <b><i>Results:</i></b> Transitioning to a rtCGM sensor significantly improved glycemic control in the entire cohort, particularly among new users of the mySugr app. Additionally, the sustainability of the change in glucose in the entire cohort was confirmed throughout the observation period. People with type 1 and type 2 diabetes exhibited distinct variations, with type 1 experiencing a greater reduction in glycemic variance, while type 2 displayed a relatively larger decrease in monthly averages.

Diabetes Technology & TherapeuticsVol. 27(1)
Roche (Switzerland) (CH), Roche (United States) (US), Clinical Insights (US), Roche (Austria) (AT), Roche (Spain) (ES), Median SCP (Spain) (ES), Medical University of Vienna (AT)
Good health and well-being
Openalex Percentile: Top 7%
Diabetes Management and Research
3.22
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