Projects per year
Abstract
Aims: To examine the relationships between glycaemia and treatment complexity over 6 years in well-characterized community-based people with type 2 diabetes. Materials and Methods: Fremantle Diabetes Study Phase II participants who had type 2 diabetes with glycated haemoglobin (HbA1c) and blood glucose-lowering therapy (BGLT) data over 6 years were included. Group-based multi-trajectory modelling identified combined HbA1c/BGLT trajectory subgroups for diabetes durations of ≤1.0 year (Group 1; n = 160), >1.0 to 10.0 years (Group 2; n = 382;) and >10.0 years (Group 3; n = 357). Multinomial regression was used to identify baseline associates of subgroup membership. Results: The optimum numbers of trajectory subgroups were three in Group 1 (low, medium, high) and four in Groups 2 and 3 (low, low/high medium, high). Each low trajectory subgroup maintained a mean HbA1c concentration of <53 mmol/mol (<7.0%) on lifestyle measures, or monotherapy (Group 3). All five medium subgroups had stable HbA1c trajectories at <58 mmol/mol (<7.5%) but required increasing oral BGLT, or insulin (Group 3, high medium). The Group 1 high subgroup showed a falling then increasing HbA1c with steady progression to insulin. The high subgroups in Groups 2 and 3 showed stable HbA1c profiles at means of approximately 64 mmol/mol (8.0%) and 86 mmol/L (10.0%), respectively, on insulin. Non-Anglo Celt ethnicity, central obesity and hypertriglyceridaemia were strongly associated with Group 1 high subgroup membership. Younger age at diagnosis and central obesity were independent associates of the most adverse HbA1c trajectories in Groups 2 and 3. Conclusions: These data demonstrate diabetes duration-dependent heterogeneity in glycaemic and treatment profiles and related clinical and laboratory variables, which have implications for management.
Original language | English |
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Pages (from-to) | 283-292 |
Number of pages | 10 |
Journal | Diabetes, Obesity and Metabolism |
Volume | 26 |
Issue number | 1 |
Early online date | 5 Oct 2023 |
DOIs | |
Publication status | Published - Jan 2024 |
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Dive into the research topics of 'The relationship between glycated haemoglobin and blood glucose-lowering treatment trajectories in type 2 diabetes: The Fremantle Diabetes Study Phase II'. Together they form a unique fingerprint.Projects
- 3 Finished
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Development of a multi-faceted diagnostic and predictive tool to characterise type of diabetes, therapeutic progression and outcome
Davis, T. (Investigator 01), Davis, W. (Investigator 02), Bruce, D. (Investigator 03), Chubb, S. (Investigator 04) & Hattersley, A. (Investigator 05)
NHMRC National Health and Medical Research Council
1/01/17 → 31/12/19
Project: Research
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The Fremantle Diabetes Study Phase II - A Community Based Study of Diabetes Care Control Complications & Cost
Davis, T. (Investigator 01), Bruce, D. (Investigator 02), Davis, W. (Investigator 03), Chubb, S. (Investigator 04), Starkstein, S. (Investigator 05), Clarke, P. (Investigator 06), McAullay, D. (Investigator 07) & Norman, P. (Investigator 08)
NHMRC National Health and Medical Research Council
1/01/13 → 31/12/18
Project: Research
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The Fremantle Diabetes Study Phase II - A Community Based Study of Diabetes Care Control Complications and Cost
Davis, T. (Chief Investigator), Bruce, D. (Chief Investigator), Davis, W. (Chief Investigator), Davis, E. (Chief Investigator), Geelhoed, E. (Chief Investigator) & Knuiman, M. (Chief Investigator)
1/01/08 → 31/12/12
Project: Research