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Clinical Determinants of Diabetes Progression in Multiethnic Asians with Type 2 Diabetes – A 3-Year Prospective Cohort Study
- Source :
- Annals of the Academy of Medicine, Singapore. 48:217-223
- Publication Year :
- 2019
- Publisher :
- Academy of Medicine, Singapore, 2019.
-
Abstract
- Introduction: The risk for diabetes progression varies greatly in individuals with type 2 diabetes mellitus (T2DM). We aimed to study the clinical determinants of diabetes progression in multiethnic Asians with T2DM. Materials and Methods: A total of 2057 outpatients with T2DM from a secondary-level Singapore hospital were recruited for the study. Diabetes progression was defined as transition from non-insulin use to requiring sustained insulin treatment or glycated haemoglobin (HbA1c) ≥8.5% when treated with 2 or more oral hypoglycaemic medications. Multivariable logistic regression (LR) was used to study the clinical and biochemical variables that were independently associated with diabetes progression. Forward LR was then used to select variables for a parsimonious model. Results: A total of 940 participants with no insulin use or indication for insulin treatment were analysed. In 3.2 ± 0.4 (mean ± SD) years’ follow-up, 163 (17%) participants experienced diabetes progression. Multivariable LR revealed that age at T2DM diagnosis (odds ratio [95% confidence interval], 0.96 [0.94-0.98]), Malay ethnicity (1.94 [1.19-3.19]), baseline HbA1c (2.22 [1.80-2.72]), body mass index (0.96 [0.92-1.00]) and number of oral glucose-lowering medications (1.87 [1.39-2.51]) were independently associated with diabetes progression. Area under receiver operating characteristic curve of the parsimonious model selected by forward LR (age at T2DM diagnosis, Malay ethnicity, HbA1c and number of glucose-lowering medication) was 0.76 (95% CI, 0.72-0.80). Conclusion: Young age at T2DM diagnosis, high baseline HbA1c and Malay ethnicity are independent determinants of diabetes progression in Asians with T2DM. Further mechanistic studies are needed to elucidate the pathophysiology underpinning progressive loss of glycaemic control in patients with T2DM. Key words: Glucose-lowering medications, Glycaemic control, High-density lipoprotein
- Subjects :
- Adult
Male
China
India
Cohort Studies
Asian People
Risk Factors
Ethnicity
Humans
Hypoglycemic Agents
Insulin
Longitudinal Studies
Prospective Studies
Age of Onset
Aged
Glycated Hemoglobin
Dipeptidyl-Peptidase IV Inhibitors
Singapore
Malaysia
General Medicine
Middle Aged
Metformin
Logistic Models
Sulfonylurea Compounds
Diabetes Mellitus, Type 2
Area Under Curve
Multivariate Analysis
Disease Progression
Drug Therapy, Combination
Female
Thiazolidinediones
Subjects
Details
- ISSN :
- 03044602
- Volume :
- 48
- Database :
- OpenAIRE
- Journal :
- Annals of the Academy of Medicine, Singapore
- Accession number :
- edsair.doi.dedup.....21cce0272906632e949d42015b697599
- Full Text :
- https://doi.org/10.47102/annals-acadmedsg.v48n7p217