Continuous Glucose Monitoring With Low-Carbohydrate Nutritional Coaching to Improve Type 2 Diabetes Control: Randomized Quality Improvement Program

BackgroundType 2 diabetes mellitus (T2DM) is a leading cause of morbidity and mortality globally, with adverse health consequences largely related to hyperglycemia. Despite clinical practice guideline recommendations, effective pharmacotherapy, and interventions to support patients and providers, up...

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Main Authors: Dina H Griauzde (Author), Grace Ling (Author), Daniel Wray (Author), Melissa DeJonckheere (Author), Kara Mizokami Stout (Author), Laura R Saslow (Author), Jill Fenske (Author), David Serlin (Author), Spring Stonebraker (Author), Tabassum Nisha (Author), Colton Barry (Author), Rodica Pop-Busui (Author), Ananda Sen (Author), Caroline R Richardson (Author)
Format: Book
Published: JMIR Publications, 2022-02-01T00:00:00Z.
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042 |a dc 
100 1 0 |a Dina H Griauzde  |e author 
700 1 0 |a Grace Ling  |e author 
700 1 0 |a Daniel Wray  |e author 
700 1 0 |a Melissa DeJonckheere  |e author 
700 1 0 |a Kara Mizokami Stout  |e author 
700 1 0 |a Laura R Saslow  |e author 
700 1 0 |a Jill Fenske  |e author 
700 1 0 |a David Serlin  |e author 
700 1 0 |a Spring Stonebraker  |e author 
700 1 0 |a Tabassum Nisha  |e author 
700 1 0 |a Colton Barry  |e author 
700 1 0 |a Rodica Pop-Busui  |e author 
700 1 0 |a Ananda Sen  |e author 
700 1 0 |a Caroline R Richardson  |e author 
245 0 0 |a Continuous Glucose Monitoring With Low-Carbohydrate Nutritional Coaching to Improve Type 2 Diabetes Control: Randomized Quality Improvement Program 
260 |b JMIR Publications,   |c 2022-02-01T00:00:00Z. 
500 |a 1438-8871 
500 |a 10.2196/31184 
520 |a BackgroundType 2 diabetes mellitus (T2DM) is a leading cause of morbidity and mortality globally, with adverse health consequences largely related to hyperglycemia. Despite clinical practice guideline recommendations, effective pharmacotherapy, and interventions to support patients and providers, up to 60% of patients diagnosed with T2DM are estimated to have hemoglobin A1c (HbA1c) levels above the recommended targets owing to multilevel barriers hindering optimal glycemic control. ObjectiveThe aim of this study is to compare changes in HbA1c levels among patients with suboptimally controlled T2DM who were offered the opportunity to use an intermittently viewed continuous glucose monitor and receive personalized low-carbohydrate nutrition counseling (<100 g/day) versus those who received usual care (UC). MethodsThis was a 12-month, pragmatic, randomized quality improvement program. All adult patients with T2DM who received primary care at a university-affiliated primary care clinic (N=1584) were randomized to either the UC or the enhanced care (EC) group. Within each program arm, we identified individuals with HbA1c >7.5% (58 mmol/mol) who were medically eligible for tighter glycemic control, and we defined these subgroups as UC-high risk (UC-HR) or EC-HR. UC-HR participants (n=197) received routine primary care. EC-HR participants (n=185) were invited to use an intermittently viewed continuous glucose monitor and receive low-carbohydrate nutrition counseling. The primary outcome was mean change in HbA1c levels from baseline to 12 months using an intention-to-treat difference-in-differences analysis comparing EC-HR with UC-HR groups. We conducted follow-up semistructured interviews to understand EC-HR participant experiences with the intervention. ResultsHbA1c decreased by 0.41% (4.5 mmol/mol; P=.04) more from baseline to 12 months among participants in the EC-HR group than among those in UC-HR; however, only 61 (32.9%) of 185 EC-HR participants engaged in the program. Among the EC-HR participants who wore continuous glucose monitors (61/185, 32.9%), HbA1c was 1.1% lower at 12 months compared with baseline (P<.001). Interviews revealed themes related to EC-HR participants' program engagement and continuous glucose monitor use. ConclusionsAmong patients with suboptimally controlled T2DM, a combined approach that includes continuous glucose monitoring and low-carbohydrate nutrition counseling can improve glycemic control compared with the standard of care. 
546 |a EN 
690 |a Computer applications to medicine. Medical informatics 
690 |a R858-859.7 
690 |a Public aspects of medicine 
690 |a RA1-1270 
655 7 |a article  |2 local 
786 0 |n Journal of Medical Internet Research, Vol 24, Iss 2, p e31184 (2022) 
787 0 |n https://www.jmir.org/2022/2/e31184 
787 0 |n https://doaj.org/toc/1438-8871 
856 4 1 |u https://doaj.org/article/26dd9b76b21b4f898c6c796373f7a0b2  |z Connect to this object online.