Clinical Characteristics and Predictors of Glycemic Control During the First 24 Months After Diagnosis of Type 1 Diabetes

<b>Background</b>: Long-term glycemic control in type 1 diabetes (T1D) varies substantially among affected individuals, but the role of baseline characteristics at diagnosis and their association with later glycemic control remain incompletely understood. Identifying early predictors of glycemic control may facilitate timely, individualized therapeutic interventions. <b>Methods</b>: We retrospectively analyzed electronic health records of individuals with newly diagnosed T1D between 2001 and 2022 to assess anthropometric and metabolic parameters at the first presentation of the condition across age groups and determine predictors of glycated hemoglobin (HbA<sub>1c</sub>) trajectories over 24 months. The multicentric cohort, which comprised people who were diagnosed with T1D in the Austrian federal state of Styria, was classified as children (<10 years), adolescents (10-18 years) or adults (≥18 years). Variables of interest included demographic and anthropometric data, positivity and titers of diabetes-specific autoantibodies, treatment setting (inpatient/outpatient), and presence and severity of diabetic ketoacidosis (DKA). <b>Results</b>: The cohort consisted of 281 individuals (23.1% were children, 41.3% were adolescents, and 35.6% were adults at T1D diagnosis; 46.6% were female). In the unadjusted analyses, younger age (age < 18 years), female sex, and receiving treatment in a general ward were associated with higher HbA<sub>1c</sub> levels over 24 months. However, after adjustment for important covariates, only younger age remained a significant predictor of inferior glycemic control over 24 months, emphasizing the importance of structured, age-appropriate follow-up care. <b>Conclusions</b>: Younger age at T1D diagnosis independently predicts suboptimal glycemic trajectories over the first two years after T1D onset. Early identification may enable targeted, age-specific interventions to improve long-term outcomes.

Authors

Institutions

Publication Details

Journal
Biomedicines
Published
2026-03-17
DOI
https://doi.org/10.3390/biomedicines14030690
Primary Topic
Diabetes and associated disorders
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Clinical Characteristics and Predictors of Glycemic Control During the First 24 Months After Diagnosis of Type 1 Diabetes

Felix Aberer, Fábio Fernandes Frigo, Elke Fröhlich-Reiterer, Harald Sourij et al.
Biomedicines
Diabetes and associated disorders
article

Clinical Characteristics and Predictors of Glycemic Control During the First 24 Months After Diagnosis of Type 1 Diabetes

Felix Aberer, Fábio Fernandes Frigo, Elke Fröhlich-Reiterer, Harald Sourij, Selina Löffler, Faisal Aziz, Hanna Kubesch, Thomas Pieber, Daniel Hochfellner
article en

Abstract

<b>Background</b>: Long-term glycemic control in type 1 diabetes (T1D) varies substantially among affected individuals, but the role of baseline characteristics at diagnosis and their association with later glycemic control remain incompletely understood. Identifying early predictors of glycemic control may facilitate timely, individualized therapeutic interventions. <b>Methods</b>: We retrospectively analyzed electronic health records of individuals with newly diagnosed T1D between 2001 and 2022 to assess anthropometric and metabolic parameters at the first presentation of the condition across age groups and determine predictors of glycated hemoglobin (HbA<sub>1c</sub>) trajectories over 24 months. The multicentric cohort, which comprised people who were diagnosed with T1D in the Austrian federal state of Styria, was classified as children (<10 years), adolescents (10-18 years) or adults (≥18 years). Variables of interest included demographic and anthropometric data, positivity and titers of diabetes-specific autoantibodies, treatment setting (inpatient/outpatient), and presence and severity of diabetic ketoacidosis (DKA). <b>Results</b>: The cohort consisted of 281 individuals (23.1% were children, 41.3% were adolescents, and 35.6% were adults at T1D diagnosis; 46.6% were female). In the unadjusted analyses, younger age (age < 18 years), female sex, and receiving treatment in a general ward were associated with higher HbA<sub>1c</sub> levels over 24 months. However, after adjustment for important covariates, only younger age remained a significant predictor of inferior glycemic control over 24 months, emphasizing the importance of structured, age-appropriate follow-up care. <b>Conclusions</b>: Younger age at T1D diagnosis independently predicts suboptimal glycemic trajectories over the first two years after T1D onset. Early identification may enable targeted, age-specific interventions to improve long-term outcomes.

BiomedicinesVol. 14(3)
University of Vienna (AT), Medical University of Graz (AT), Medical University of Vienna (AT)
Good health and well-being
Openalex Percentile: Top 20%
Diabetes and associated disorders
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.