Heterogeneity in glycaemic control in children and adolescents with type 1 diabetes: A latent class trajectory analysis of Danish nationwide data

  • Rasmus Wibaek*
  • , Else H. Ibfelt
  • , Gregers S. Andersen
  • , Adam Hulman
  • , Dana Dabelea
  • , Marit E. Jørgensen
  • , Jannet Svensson
  • , Dorte Vistisen
  • , Pernille Falberg Rønn
  • *Kontaktforfatter

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Abstract

Aims: Suboptimal glycaemic control in children and adolescents with type 1 diabetes is prevalent and associated with increased risk of diabetes-related complications and mortality later in life. First, we aimed to identify distinct glycated haemoglobin (HbA1c) trajectories in children and adolescents (2–19 years) with type 1 diabetes. Second, we examined their associations with clinical and socio-demographic factors. 

Methods: Data were obtained from the Danish Registry of Childhood and Adolescent Diabetes (DanDiabKids) comprising all Danish children and adolescents diagnosed with type 1 diabetes from 1996 to 2019. Subgroups of distinct mean trajectories of HbA1c were identified using data-driven latent class trajectory modelling. 

Results: A total of 5889 children (47% female) had HbA1c measured a median of 6 times (interquartile range 3–8) and contributing to 36,504 measurements. We identified four mean HbA1c trajectories, referred to as ‘Stable but elevated HbA1c’ (83%), ‘Increasing HbA1c’ (5%), ‘Late HbA1c peak’ (7%), and ‘Early HbA1c peak’ (5%). Compared to the ‘Stable but elevated HbA1c’ group, the three other groups presented rapidly deteriorating glycaemic control during late childhood or adolescence, had higher HbA1c at study entry, and included fewer pump users, higher frequency of inadequate blood glucose monitoring, more severe hypoglycaemic events, lower proportions with Danish origin, and worse educational status of parents. The groups also represented significant differences by healthcare region. 

Conclusions: Children and adolescents with type 1 diabetes experience heterogenous trajectories with different timings and magnitudes of the deterioration of HbA1c levels, although the majority follow on average a stable, yet elevated HbA1c trajectory. The causes and long-term health implications of these heterogenous trajectories need to be addressed.

OriginalsprogEngelsk
Artikelnummere15275
TidsskriftDiabetic Medicine
Vol/bind41
Udgave nummer3
Antal sider10
ISSN0742-3071
DOI
StatusUdgivet - mar. 2024

Bibliografisk note

Publisher Copyright:
© 2023 Diabetes UK.

Finansiering

This work was supported by a research grant from the Danish Diabetes Academy, which is funded by the Novo Nordisk Foundation, grant number NNF17SA0031406. Steno Diabetes Center Copenhagen and Steno Diabetes Center Aarhus are supported by unrestricted grants from the Novo Nordisk Foundation. AH is supported by a Data Science Emerging Investigator grant (no. NNF22OC0076725) by the Novo Nordisk Foundation. The authors thank the Danish Clinical Registry of Childhood and Adolescent Diabetes (DanDiabKids) and the Danish Clinical Quality Program—National Clinical Registries (RKKP) for granting access to the clinical data used in this study. We appreciate the support by the Research Service at Statistics Denmark.

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