Teamwork, Targets, Technology, and Tight Control in Newly Diagnosed Type 1 Diabetes: the Pilot 4T Study

Author:

Prahalad Priya12ORCID,Ding Victoria Y3,Zaharieva Dessi P1,Addala Ananta1ORCID,Johari Ramesh24,Scheinker David1245ORCID,Desai Manisha3,Hood Korey12,Maahs David M126ORCID

Affiliation:

1. Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA

2. Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA

3. Department of Medicine, Division of Biomedical Informatics Research, Stanford University, Stanford, California 94304, USA

4. Department of Management Science and Engineering, Stanford University, Stanford, California 94304, USA

5. Clinical Excellence Research Center, Stanford University, Stanford, California 94304, USA

6. Department of Health Research and Policy (Epidemiology) Stanford University, Stanford, California 94304, USA

Abstract

Abstract Context Youth with type 1 diabetes (T1D) do not meet glycated hemoglobin A1c (HbA1c) targets. Objective This work aimed to assess HbA1c outcomes in children with new-onset T1D enrolled in the Teamwork, Targets, Technology and Tight Control (4T) Study. Methods HbA1c levels were compared between the 4T and historical cohorts. HbA1c differences between cohorts were estimated using locally estimated scatter plot smoothing (LOESS). The change from nadir HbA1c (month 4) to 12 months post diagnosis was estimated by cohort using a piecewise mixed-effects regression model accounting for age at diagnosis, sex, ethnicity, and insurance type. We recruited 135 youth with newly diagnosed T1D at Stanford Children’s Health. Starting July 2018, all youth within the first month of T1D diagnosis were offered continuous glucose monitoring (CGM) initiation and remote CGM data review was added in March 2019. The main outcomes measure was HbA1c. Results HbA1c at 6, 9, and 12 months post diagnosis was lower in the 4T cohort than in the historic cohort (–0.54% to –0.52%, and –0.58%, respectively). Within the 4T cohort, HbA1c at 6, 9, and 12 months post diagnosis was lower in those patients with remote monitoring than those without (–0.14%, –0.18% to –0.14%, respectively). Multivariable regression analysis showed that the 4T cohort experienced a significantly lower increase in HbA1c between months 4 and 12 (P < .001). Conclusion A technology-enabled, team-based approach to intensified new-onset education involving target setting, CGM initiation, and remote data review statistically significantly decreased HbA1c in youth with T1D 12 months post diagnosis.

Funder

National Institutes of Health

Stanford Diabetes Research Center

Publisher

The Endocrine Society

Subject

Biochemistry (medical),Clinical Biochemistry,Endocrinology,Biochemistry,Endocrinology, Diabetes and Metabolism

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