The Effect of Adding Exenatide to a Thiazolidinedione in Suboptimally Controlled Type 2 Diabetes
Bibliographic record
Abstract
BACKGROUND: Exenatide therapy is effective in combination with metformin or sulfonylureas for treating type 2 diabetes. Thiazolidinediones (TZDs) also are commonly used, but the efficacy of exenatide with a TZD has not been reported. OBJECTIVE: To compare the effects of exenatide versus placebo on glycemic control. DESIGN: Placebo run-in, randomized, double-blind, placebo-controlled trial conducted from May 2004 to August 2005. SETTING: 49 sites in Canada, Spain, and the United States. PATIENTS: 233 (exenatide group, n = 121; placebo group, n = 112) patients with type 2 diabetes that was suboptimally controlled with TZD treatment (with or without metformin). Mean (+/-SE) baseline glycated hemoglobin A1c level was 7.9% +/- 0.1%. INTERVENTIONS: Subcutaneous abdominal injections of 10 microg of exenatide or placebo twice daily, added to a TZD (with or without metformin) for 16 weeks. MEASUREMENTS: The primary outcome was change from baseline in hemoglobin A1c level. Other outcomes were fasting serum glucose level, body weight, self-monitored blood glucose level, and any adverse events. RESULTS: Exenatide treatment reduced hemoglobin A(1c) level (mean difference, -0.98% [95% CI, -1.21% to -0.74%]), serum fasting glucose level (mean difference, -1.69 mmol/L [-30.5 mg/dL] [CI, -2.22 to -1.17 mmol/L {-40.0 to -21.1 mg/dL}]), and body weight (mean difference, -1.51 kg [CI, -2.15 to -0.88 kg]). Sixteen percent of patients in the exenatide group and 2% of patients in the placebo group discontinued treatment because of adverse events. In the exenatide group, 40% (n = 48) of patients experienced nausea (mostly mild [n = 21] or moderate [n = 19]), 13% experienced vomiting, and 11% experienced hypoglycemia. In the placebo group, 15% of patients experienced nausea, 1% experienced vomiting, and 7% experienced hypoglycemia. LIMITATIONS: Combinations with TZDs and sulfonylureas were not tested. Trial duration was relatively short. Only 71% and 86% of patients in the exenatide and placebo groups, respectively, completed the study. CONCLUSIONS: Exenatide therapy improved glycemic control, reduced body weight, and caused gastrointestinal symptoms more than placebo in patients with type 2 diabetes that was suboptimally controlled with TZD therapy. ClinicalTrials.gov registration number: NCT00099320. For more information on exenatide click here.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".