Urinary Tract Infection in Randomized Phase III Studies of Canagliflozin, a Sodium Glucose Co-Transporter 2 Inhibitor
Bibliographic record
Abstract
BACKGROUND: Canagliflozin, a sodium glucose co-transporter 2 inhibitor, lowers plasma glucose in individuals with hyperglycemia by inhibiting renal glucose reabsorption and increasing glucosuria. Urinary tract infections (UTIs) were characterized in patients with type 2 diabetes mellitus enrolled in Phase III studies of canagliflozin. METHODS: Analyses were performed in 2 pooled datasets: Population 1 (N = 2313; mean exposure [weeks]: canagliflozin, 24.3; placebo, 23.8) including patients from 4 placebo-controlled studies; Population 2 (N = 9439; mean exposure [weeks]: canagliflozin, 68.1; control, 64.4) including patients from 8 placebo- and active-controlled studies (including patients with renal impairment or high risk of cardiovascular disease, and older patients). Individual studies in special patient populations and 2 active-controlled studies were analyzed separately. Patients with a prior history of UTIs were not excluded from these studies. Urinary tract infection frequency and characteristics were systematically collected, with additional information for each event collected using supplemental electronic case report forms. RESULTS: In Populations 1 and 2, canagliflozin 100 and 300 mg were associated with small increases in the incidence of UTIs compared with control, with no dose-dependence. Urinary tract infections with canagliflozin were similar to those with control in severity, and upper UTIs were infrequent across groups. No increase in serious events or those leading to discontinuation were seen with canagliflozin versus control. Time to the first occurrence of symptomatic UTIs tended to be earlier with canagliflozin than placebo in Population 1, and similar with canagliflozin and control in Population 2; median duration of events was similar across groups in both populations. The proportion of patients with recurrent events was low across groups. CONCLUSION: Canagliflozin was associated with a small increase in incidence of UTIs in patients with type 2 diabetes mellitus, with no increase in serious or upper UTIs.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".