Ambulatory glucose profile analysis of the juvenile diabetes research foundation continuous glucose monitoring dataset-Applications to the pediatric diabetes population

Pediatr Diabetes. 2017 Nov;18(7):622-628. doi: 10.1111/pedi.12474. Epub 2016 Nov 23.

Abstract

Background: Increased continuous glucose monitor (CGM) use presents both the benefit and burden of increased data for clinicians to rapidly analyze. The ambulatory glucose profile (AGP) is an evolving a universal software report for CGM data analysis.

Objectives/hypotheses: We utilized the Juvenile Diabetes Research Foundation-CGM dataset to evaluate the AGP across a broad spectrum of patients to show how AGP can be used clinically to assist with CGM-related decision making. We hypothesized that AGP metrics would be different across age and HbA1c strata.

Subjects: AGPs were generated from the JDRF-CGM trial dataset for all periods during which there were ≥10 days of CGM coverage in the 2 weeks adjacent to an HbA1c measurement yielding 1101 AGPs for 393 unique subjects.

Methods: AGPs were stratified by age group (8-14, 15-24, and ≥25 years) and HbA1c (within or above target for age) and compared for between group differences in AGP metrics via two-factor ANOVA. Glycemic differences between time periods were analyzed via segmented regression analysis.

Results: Glucose exposure (average and estimated A1c) and variability (standard deviation and interquartile range) were different between the low and high HbA1c levels. Within a given HbA1c level all age groups were significantly different from each other with older patients having lower averages with less variability than younger patients.

Conclusions: AGP analysis of the JDRF-CGM data highlights significant differences in glycemic profiles between pediatric and adult age groups and between well and less well-controlled patient populations.

Keywords: ambulatory glucose profile; continuous glucose monitor; diabetes.

Publication types

  • Comparative Study

MeSH terms

  • Adolescent
  • Adult
  • Age Factors
  • Biomedical Research
  • Blood Glucose / analysis*
  • Child
  • Clinical Decision-Making
  • Diabetes Mellitus, Type 1 / blood*
  • Diabetes Mellitus, Type 1 / therapy
  • Electronic Health Records
  • Female
  • Glycated Hemoglobin / analysis
  • Humans
  • Hyperglycemia / prevention & control*
  • Hypoglycemia / prevention & control*
  • Male
  • Models, Biological*
  • Monitoring, Ambulatory*
  • Randomized Controlled Trials as Topic*
  • Statistics as Topic
  • United States
  • Voluntary Health Agencies
  • Young Adult

Substances

  • Blood Glucose
  • Glycated Hemoglobin A
  • hemoglobin A1c protein, human