Abstract
Aims: Predicting likely durability of glucose-lowering therapies for people with type 2 diabetes (T2D) could help inform individualised therapeutic choices.
Methods: We used data from UKPDS patients with newly-diagnosed T2D randomised to first-line glucose-lowering monotherapy with chlorpropamide–glibenclamide–basal insulin or metformin. In 2339 participants who achieved one-year HbA 1c values <7.5% (<59 mmol/mol)–we assessed relationships between one-year characteristics and time to monotherapy-failure (HbA 1c ≥ 7.5% or requiring second-line therapy). Model validation was performed using bootstrap sampling.
Results: Follow-up was median (IQR) 11.0 (8.0–14.0) years. Monotherapy-failure occurred in 72%–82%–75% and 79% for those randomised to chlorpropamide–glibenclamide–basal insulin or metformin respectively–after median 4.5 (3.0–6.6)–3.7 (2.6–5.6)–4.2 (2.7–6.5) and 3.8 (2.6– 5.2) years. Time-to-monotherapy-failure was predicted primarily by HbA 1c and BMI values–with other risk factors varying by type of monotherapy–with predictions to within ±2.5 years for 55%–60%–56% and 57% of the chlorpropamide–glibenclamide–basal insulin and metformin monotherapy cohorts respectively.
Conclusions: Post one-year glycaemic durability can be predicted robustly in individuals with newly-diagnosed T2D who achieve HbA 1c values < 7.5% one year after commencing traditional monotherapies. Such information could be used to help guide glycaemic management for individual patients.
Original language | English |
---|---|
Article number | 108333 |
Number of pages | 8 |
Journal | Diabetes Research and Clinical Practice |
Volume | 166 |
Early online date | 21 Jul 2020 |
DOIs | |
Publication status | Published - Aug 2020 |
Keywords
- Precision medicine
- modelling
- durability
- glucose-lowering agents
- monotherapy failure
- Monotherapy failure
- Durability
- Modelling
- Glucose-lowering agents
ASJC Scopus subject areas
- Endocrinology
- Internal Medicine
- Endocrinology, Diabetes and Metabolism