Related Experiment Video
Updated: Apr 8, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Statin Use and Incident Diabetes Explained by Bias Rather Than Biology
David F Blackburn1, Jonathan Y Chow1, Amy D Smith2
1College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada.
Abstract:
The evidence supporting a link between statin use and incident diabetes is seemingly robust; it has been observed in multiple prospective randomized trials and confirmed by meta-analyses. However, differences in survival among statin vs placebo-treated patients in randomized trials might have caused bias with respect to diabetes surveillance. Bias might have been further exaggerated from the strong association between diabetes and cardiovascular events, which were the primary end points in major statin trials. Meta-analyses of randomized trials have demonstrated a 9% increase in the odds of incident diabetes among patients who receive statins compared with placebo (odds ratio [OR], 1.09; 95% confidence interval [CI], 1.02-1.17) and a 12% increase of high-dose statin therapy vs low doses (OR, 1.12; 95% CI, 1.04-1.22). To simulate the possible effect of bias in these meta-analyses, each pooled trial was modified by assuming that 10% of the patients who experienced primary end points subsequently developed diabetes undetected. Meta-analyses of these simulated trials attenuated the association to a nonsignificant level among placebo-controlled trials (simulated OR, 1.04; 95% CI, 0.98-1.10), and high- vs low-dose trials (simulated OR, 1.07; 95% CI, 1.00-1.15). Our results demonstrate how a small influence of bias in each randomized trial could have contributed substantially to the observed association between statin use and diabetes.
More Related Videos
08:13Study of In Vivo Glucose Metabolism in High-fat Diet-fed Mice Using Oral Glucose Tolerance Test OGTT and Insulin Tolerance Test ITT
Published on: January 7, 2018
07:35Author Spotlight: Investigating the Blood Glucose Homeostasis in Murine Brain Using a Cost-Effective Hyperglycemic And Hypoglycemic Clamp Technique
Published on: January 26, 2024
Related Concept Videos
Pathophysiology of Diabetes
Type 1 diabetes is characterized by autoimmune-mediated destruction of pancreatic β cells, with environmental factors potentially triggering this process in genetically susceptible individuals. Despite many not having a family history, certain genes increase susceptibility,...
Bias in Epidemiological Studies
Diabetes Mellitus: Type 2 and Gestational
Diabetes Mellitus: Overview and Type I Subtype
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Oral Hypoglycemic Agents: Biguanides and Glitazones
Dipeptidyl Peptidase 4 Inhibitors