Association of Bile Duct and Gallbladder Diseases With the Use of Incretin-Based Drugs in Patients With Type 2 Diabetes Mellitus
Bibliographic record
Abstract
IMPORTANCE: The use of dipeptidyl-peptidase-4 (DPP-4) inhibitors and glucagon-like peptide 1 (GLP-1) analogues-a group of drugs used in the management of type 2 diabetes mellitus-may be associated with an increased risk of bile duct and gallbladder disease. To date, no observational study has assessed this possible association. OBJECTIVE: To determine whether the use of DPP-4 inhibitors and GLP-1 analogues is associated with an increased risk of incident bile duct and gallbladder disease in patients with type 2 diabetes. DESIGN, SETTING, AND PARTICIPANTS: A population-based cohort study linked the United Kingdom Clinical Practice Research Datalink with the Hospital Episodes Statistics database, yielding a cohort of 71 369 patients, 18 years or older, initiating an antidiabetic drug (including oral and injectable agents) between January 1, 2007, and March 31, 2014. EXPOSURES: Current use of DPP-4 inhibitors and GLP-1 analogues (alone or in combination therapy) compared with current use of at least 2 oral antidiabetic drugs. MAIN OUTCOMES AND MEASURES: Time-dependent Cox proportional hazards models were used to estimate hazard ratios (HRs) with 95% CIs of incident bile duct or gallbladder events (cholelithiasis, cholecystitis, cholangitis) causing hospitalization, comparing current use of DPP-4 inhibitors and GLP-1 analogues with current use of at least 2 oral antidiabetic drugs. RESULTS: During 227 994 person-years of follow-up, 853 of the 71 369 patients were hospitalized for bile duct and gallbladder disease (incidence rate per 1000 person-years, 3.7; 95% CI, 3.5-4.0). Current use of DPP-4 inhibitors was not associated with an increased risk of bile duct and gallbladder disease compared with current use of at least 2 oral antidiabetic drugs (3.6 vs 3.3 per 1000 person-years; adjusted HR, 0.99; 95% CI, 0.75-1.32). In contrast, the use of GLP-1 analogues was associated with an increased risk of bile duct and gallbladder disease compared with current use of at least 2 oral antidiabetic drugs (6.1 vs 3.3 per 1000 person-years; adjusted HR, 1.79; 95% CI, 1.21-2.67). In a secondary analysis, GLP-1 analogues were also associated with an increased risk of cholecystectomy (adjusted HR, 2.08; 95% CI, 1.08-4.02). CONCLUSIONS AND RELEVANCE: The use of GLP-1 analogues was associated with an increased risk of bile duct and gallbladder disease. Physicians should be aware of this potential adverse event when prescribing these drugs.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| 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".