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Trajectories in HbA1c and other risk factors among adults with type 1 diabetes by age at onset
- Source :
- BMJ Open Diabetes Research & Care, BMJ Open Diabetes Research & Care, Vol 9, Iss 1 (2021)
- Publication Year :
- 2021
-
Abstract
- IntroductionIn type 1 diabetes, potential loss of life-years is greatest in those who are youngest at the time of onset. Using data from a nationwide cohort of patients with type 1 diabetes, we aimed to study risk factor trajectories by age at diagnosis.Research design and methodsWe stratified 30 005 patients with type 1 diabetes aged 18–75 years into categories based on age at onset: 0–10, 11–15, 16–20, 21–25, and 26–30 years. HbA1c, albuminuria, estimated glomerular filtration rate (eGFR), body mass index (BMI), low-denisty lipoprotein (LDL)-cholesterol, systolic blood pressure (SBP), and diastolic blood pressure trends were analyzed using mixed models. Variable importance for baseline HbA1c was analyzed using conditional random forest and gradient boosting machine approaches.ResultsIndividuals aged ≥16 years at onset displayed a relatively low mean HbA1c level (~55–57 mmol/mol) that gradually increased. In contrast, individuals diagnosed at ≤15 years old entered adulthood with a mean HbA1c of approximately 70 mmol/mol. For all groups, HbA1c levels stabilized at a mean of approximately 65 mmol/mol by about 40 years old. In patients who were young at the time of onset, albuminuria appeared at an earlier age, suggesting a more rapid decrease in eGFR, while there were no distinct differences in BMI, SBP, and LDL-cholesterol trajectories between groups. Low education, higher age, and poor risk factor control were associated with higher HbA1c levels.ConclusionsYoung age at the diabetes onset plays a substantial role in subsequent glycemic control and the presence of albuminuria, where patients with early onset may accrue a substantial glycemic load during this period.
- Subjects :
- Adult
Pediatrics
medicine.medical_specialty
Adolescent
Endocrinology, Diabetes and Metabolism
Diseases of the endocrine glands. Clinical endocrinology
albuminuria
Risk Factors
Diabetes mellitus
Glycemic load
medicine
Humans
Risk factor
Age of Onset
Glycemic
Glycated Hemoglobin
Type 1 diabetes
business.industry
medicine.disease
RC648-665
Diabetes Mellitus, Type 1
type 1
Cohort
diabetes mellitus
glycated hemoglobin A
Albuminuria
cardiovascular system
Epidemiology/Health services research
medicine.symptom
business
Body mass index
Subjects
Details
- ISSN :
- 20524897
- Volume :
- 9
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- BMJ open diabetes researchcare
- Accession number :
- edsair.doi.dedup.....93f6bd17a70ce49fd2c4c945010e1643