The variability in beta-cell function in placebo-treated subjects with type 2 diabetes: application of the weight-HbA1c-insulin-glucose (WHIG) model
| Autor: | Meindert Danhof, Katia M.C. Verhamme, Willem de Winter, Steve Choy, Janna K. Duong, Himanshu Naik, Miriam C. J. M. Sturkenboom, Bruno H. Stricker, Walter Krauwinkel, Nele Plock, Sandra A.G. Visser |
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| Rok vydání: | 2016 |
| Předmět: |
Pharmacology
medicine.medical_specialty education.field_of_study business.industry Insulin medicine.medical_treatment Population Beta-cell Function Type 2 Diabetes Mellitus 030209 endocrinology & metabolism Type 2 diabetes medicine.disease Placebo 030226 pharmacology & pharmacy Gastroenterology NONMEM 03 medical and health sciences 0302 clinical medicine Endocrinology Internal medicine Diabetes mellitus medicine Pharmacology (medical) business education |
| Zdroj: | British Journal of Clinical Pharmacology. 83:487-497 |
| ISSN: | 0306-5251 |
| DOI: | 10.1111/bcp.13144 |
| Popis: | Aim: The weight-glycosylated haemoglobin (HbA1C)-insulin-glucose (WHIG) model describes the effects of changes in weight on insulin sensitivity (IS) in newly diagnosed, obese subjects receiving placebo treatment. This model was applied to a wider population of placebo-treated subjects, to investigate factors influencing the variability in IS and β-cell function. Methods: The WHIG model was applied to the WHIG dataset (Study 1) and two other placebo datasets (Studies 2 and 3). Studies 2 and 3 consisted of nonobese subjects and subjects with advanced type 2 diabetes mellitus (T2DM). Body weight, fasting serum insulin (FSI), fasting plasma glucose (FPG) and HbA1c were used for nonlinear mixed-effects modelling (using NONMEM v7.2 software). Sources of interstudy variability (ISV) and potential covariates (age, gender, diabetes duration, ethnicity, compliance) were investigated. Results: An ISV for baseline parameters (body weight and β-cell function) was required. The baseline β-cell function was significantly lower in subjects with advanced T2DM (median difference: Study 2: 15.6%, P < 0.001; Study 3: 22.7%, P < 0.001) than in subjects with newly diagnosed T2DM (Study 1). A reduction in the estimated insulin secretory response in subjects with advanced T2DM was observed but diabetes duration was not a significant covariate. Conclusion: The WHIG model can be used to describe the changes in weight, IS and β-cell function in the diabetic population. IS remained relatively stable between subjects but a large ISV in β-cell function was observed. There was a trend towards decreasing β-cell responsiveness with diabetes duration, and further studies, incorporating subjects with a longer history of diabetes, are required. |
| Databáze: | OpenAIRE |
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