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


Journal

The Journal of clinical endocrinology and metabolism
ISSN: 1945-7197
Titre abrégé: J Clin Endocrinol Metab
Pays: United States
ID NLM: 0375362

Informations de publication

Date de publication:
24 03 2022
Historique:
received: 12 08 2021
pubmed: 2 12 2021
medline: 16 4 2022
entrez: 1 12 2021
Statut: ppublish

Résumé

Youth with type 1 diabetes (T1D) do not meet glycated hemoglobin A1c (HbA1c) targets. This work aimed to assess HbA1c outcomes in children with new-onset T1D enrolled in the Teamwork, Targets, Technology and Tight Control (4T) Study. 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. 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). 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.

Identifiants

pubmed: 34850024
pii: 6445182
doi: 10.1210/clinem/dgab859
pmc: PMC8947228
doi:

Substances chimiques

Blood Glucose 0
Glycated Hemoglobin A 0

Banques de données

ClinicalTrials.gov
['NCT03968055']

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

998-1008

Subventions

Organisme : NIDDK NIH HHS
ID : K12 DK122550
Pays : United States
Organisme : NIDDK NIH HHS
ID : P30 DK116074
Pays : United States
Organisme : NIDDK NIH HHS
ID : R18 DK122422
Pays : United States
Organisme : NIH HHS
ID : P30DK116074
Pays : United States
Organisme : NIH HHS
ID : R18DK122422
Pays : United States

Informations de copyright

© The Author(s) 2021. Published by Oxford University Press on behalf of the Endocrine Society. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Références

Diabet Med. 2021 Aug;38(8):e14567
pubmed: 33772862
Diabetes Care. 2018 Jan;41(Suppl 1):S126-S136
pubmed: 29222383
PLoS One. 2014 Sep 19;9(9):e108019
pubmed: 25237905
Diabetes Care. 2020 Jan;43(1):e3-e4
pubmed: 31558548
Diabetes Technol Ther. 2019 Aug;21(8):456-461
pubmed: 31180244
J Am Med Inform Assoc. 2016 May;23(3):532-7
pubmed: 27018263
Diabetes Technol Ther. 2021 Jul;23(7):491-499
pubmed: 33566729
Diabetes Care. 2021 Jan;44(1):14-16
pubmed: 33444165
J Diabetes Sci Technol. 2014 Jul;8(4):738-44
pubmed: 24876421
Diabetes Care. 2018 Nov;41(11):2275-2280
pubmed: 30224348
Diabetes Metab. 2012 Apr;38(2):164-70
pubmed: 22192621
Clin Diabetes. 2020 Apr;38(2):141-151
pubmed: 32327886
N Engl J Med. 1993 Sep 30;329(14):977-86
pubmed: 8366922
Diabetes Care. 2021 Jan;44(1):133-140
pubmed: 32938745
Pediatr Diabetes. 2013 Nov;14(7):473-80
pubmed: 23627895
Nat Med. 2020 Sep;26(9):1380-1384
pubmed: 32908282
Acta Paediatr. 2012 Nov;101(11):1164-9
pubmed: 22849395
Diabetes Technol Ther. 2021 Jun;23(6):452-459
pubmed: 33395370
Diabetes Care. 2021 Jan;44(Suppl 1):S180-S199
pubmed: 33298424
Eur J Pediatr. 2021 May;180(5):1513-1520
pubmed: 33415466
Front Endocrinol (Lausanne). 2020 Jul 09;11:360
pubmed: 32733375
JAMA. 2020 Jun 16;323(23):2388-2396
pubmed: 32543683
Diabetes Care. 2013 Jul;36(7):2035-7
pubmed: 23340893
Diabetes Technol Ther. 2021 Feb;23(2):146-154
pubmed: 32905711
J Pediatr. 2014 Nov;165(5):956-61.e1-2
pubmed: 25151197
Diabetes Care. 2013 Jul;36(7):2009-14
pubmed: 23378621
Pediatr Diabetes. 2018 Feb;19(1):150-157
pubmed: 27807917
J Diabetes Sci Technol. 2021 May 12;:19322968211015241
pubmed: 33980049
J Clin Endocrinol Metab. 2021 Oct 21;106(11):3239-3247
pubmed: 34265059
Diabetes Technol Ther. 2020 Sep;22(9):645-650
pubmed: 31905008
Pediatr Diabetes. 2020 Nov;21(7):1301-1309
pubmed: 32681582
Pediatr Diabetes. 2018 Oct;19 Suppl 27:105-114
pubmed: 30058221
Diabetes Technol Ther. 2021 Aug;23(8):537-545
pubmed: 33826420
J Clin Endocrinol Metab. 2022 Mar 24;107(4):998-1008
pubmed: 34850024
Diabetes Technol Ther. 2020 Jul;22(7):501-508
pubmed: 32459124
J Diabetes Sci Technol. 2022 Jan;16(1):88-96
pubmed: 33356514
Diabetes Technol Ther. 2019 Feb;21(2):66-72
pubmed: 30657336
Pediatr Diabetes. 2021 Nov;22(7):982-991
pubmed: 34374183
Diabetes Care. 2018 Jun;41(6):1180-1187
pubmed: 29650804
J Pediatr. 1994 Aug;125(2):177-88
pubmed: 8040759
Diabetes Care. 2019 Aug;42(8):1593-1603
pubmed: 31177185
J Diabetes Complications. 2021 Aug;35(8):107950
pubmed: 34127370
Diabet Med. 2013 Feb;30(2):199-208
pubmed: 22698387
Diabetologia. 2018 May;61(5):1064-1070
pubmed: 29478098

Auteurs

Priya Prahalad (P)

Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA.
Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA.

Victoria Y Ding (VY)

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

Dessi P Zaharieva (DP)

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

Ananta Addala (A)

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

Ramesh Johari (R)

Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA.
Department of Management Science and Engineering, Stanford University, Stanford, California 94304, USA.

David Scheinker (D)

Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA.
Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA.
Department of Management Science and Engineering, Stanford University, Stanford, California 94304, USA.
Clinical Excellence Research Center, Stanford University, Stanford, California 94304, USA.

Manisha Desai (M)

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

Korey Hood (K)

Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA.
Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA.

David M Maahs (DM)

Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA.
Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA.
Department of Health Research and Policy (Epidemiology) Stanford University, Stanford, California 94304, USA.

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Classifications MeSH