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Reproducing Protocol‐Based Studies Using Parameterizable Tools—Comparison of Analytic Approaches Used by Two Medical Product Surveillance Networks
- Source :
- Clinical Pharmacology & Therapeutics. 107:966-977
- Publication Year :
- 2019
- Publisher :
- Wiley, 2019.
-
Abstract
- The US Sentinel System and the Canadian Network for Observational Drug Effect Studies (CNODES) are two medical product safety surveillance networks. Using Sentinel's preprogrammed, parameterizable analytic tools, we reproduced two protocol-based studies conducted by CNODES to assess the risks of acute pancreatitis and heart failure (HF) associated with the use of incretin-based drugs, compared with use of ≥ 2 oral hypoglycemic agents. Results from the replication new-user cohort analyses aligned with those from the CNODES nested case-control studies. The adjusted hazard ratios were 0.95 (0.81-1.12; vs. 1.03 (0.87-1.22) in CNODES) for acute pancreatitis and 0.91 (0.84-1.00; vs. 0.82 (0.67-1.00) in CNODES) for HF among patients without HF history. The CNODES's common protocol approach allows studies tailored to specific safety questions, whereas the Sentinel's common data model plus pretested program approach enables more rapid analysis. Despite these differences, it is possible to obtain comparable results using both approaches.
- Subjects :
- Adult
Male
Canada
Adolescent
Computer science
Machine learning
computer.software_genre
Incretins
030226 pharmacology & pharmacy
Cohort Studies
Young Adult
03 medical and health sciences
0302 clinical medicine
Product Surveillance, Postmarketing
Humans
Hypoglycemic Agents
Pharmacology (medical)
Drug effect
Aged
Retrospective Studies
Heart Failure
Pharmacology
Protocol (science)
Safety surveillance
business.industry
Hazard ratio
Middle Aged
United States
Replication (computing)
3. Good health
Pancreatitis
Medical product
030220 oncology & carcinogenesis
Cohort
Female
Observational study
Artificial intelligence
business
computer
Follow-Up Studies
Subjects
Details
- ISSN :
- 15326535 and 00099236
- Volume :
- 107
- Database :
- OpenAIRE
- Journal :
- Clinical Pharmacology & Therapeutics
- Accession number :
- edsair.doi.dedup.....7887506d44a85dd7d2150ad7aa9d0422
- Full Text :
- https://doi.org/10.1002/cpt.1698