Longitudinal Phenotypes of Type 1 Diabetes in Youth Based on Weight and Glycemia and Their Association With Complications

J Clin Endocrinol Metab. 2019 Dec 1;104(12):6003-6016. doi: 10.1210/jc.2019-00734.

Abstract

Context: Subclinical and clinical complications emerge early in type 1 diabetes (T1D) and may be associated with obesity and hyperglycemia.

Objective: Test how longitudinal "weight-glycemia" phenotypes increase susceptibility to different patterns of early/subclinical complications among youth with T1D.

Design: SEARCH for Diabetes in Youth observational study.

Setting: Population-based cohort.

Participants: Youth with T1D (n = 570) diagnosed 2002 to 2006 or 2008.

Main outcome measures: Participants were clustered based on longitudinal body mass index z score and HbA1c from a baseline visit and 5+ year follow-up visit (mean diabetes duration: 1.4 ± 0.4 years and 8.2 ± 1.9 years, respectively). Logistic regression modeling tested cluster associations with seven early/subclinical diabetes complications at follow-up, adjusting for sex, race/ethnicity, age, and duration.

Results: Four longitudinal weight-glycemia clusters were identified: The Referent Cluster (n = 195, 34.3%), the Hyperglycemia Only Cluster (n = 53, 9.3%), the Elevated Weight Only Cluster (n = 206, 36.1%), and the Elevated Weight With Increasing Hyperglycemia (EWH) Cluster (n = 115, 20.2%). Compared with the Referent Cluster, the Hyperglycemia Only Cluster had elevated odds of dyslipidemia [adjusted odds ratio (aOR) 2.22, 95% CI: 1.15 to 4.29], retinopathy (aOR 9.98, 95% CI: 2.49 to 40.0), and diabetic kidney disease (DKD) (aOR 4.16, 95% CI: 1.37 to 12.62). The EWH Cluster had elevated odds of hypertension (aOR 2.18, 95% CI: 1.19 to 4.00), dyslipidemia (aOR 2.36, 95% CI: 1.41 to 3.95), arterial stiffness (aOR 2.46, 95% CI: 1.09 to 5.53), retinopathy (aOR 5.11, 95% CI: 1.34 to 19.46), and DKD (aOR 3.43, 95% CI: 1.29 to 9.11).

Conclusions: Weight-glycemia phenotypes show different patterns of complications, particularly markers of subclinical macrovascular disease, even in the first decade of T1D.

Publication types

  • Observational Study
  • Research Support, N.I.H., Extramural
  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Adolescent
  • Asymptomatic Diseases / epidemiology
  • Blood Glucose / metabolism*
  • Body Weight / physiology*
  • Child
  • Child, Preschool
  • Diabetes Complications / blood
  • Diabetes Complications / epidemiology
  • Diabetes Complications / etiology*
  • Diabetes Mellitus, Type 1* / blood
  • Diabetes Mellitus, Type 1* / complications
  • Diabetes Mellitus, Type 1* / epidemiology
  • Female
  • Humans
  • Longitudinal Studies
  • Male
  • Phenotype
  • Risk Factors
  • Young Adult

Substances

  • Blood Glucose