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Testing for Verification Bias in Reported Malignancy Risks for Side-Branch Intraductal Papillary Mucinous Neoplasms: A Simulation Modeling Approach
- Source :
- AJR Am J Roentgenol
- Publication Year :
- 2019
-
Abstract
- OBJECTIVE. The objective of our study was to test for the possibility that published malignancy risks for side-branch intraductal papillary mucinous neoplasms (IPMNs) are overestimates, likely due to verification bias. MATERIALS AND METHODS. We tested for possible verification bias using simulation modeling techniques. First, in age-defined hypothetical cohorts of 10 million persons, we projected the frequency of pancreatic ductal adenocarcinoma (PDAC) arising from side-branch IPMNs over 5 years using published estimates of their prevalence (4.4%) and rate of malignant transformation (1.9%). Second, we projected the total number of PDAC cases in corresponding cohorts over the same time horizon using national cancer registry data. For each cohort, we determined whether the percentage of all PDAC cases that arose from side-branch IPMNs (i.e., side-branch IPMN–associated PDAC cases) was clinically plausible using an upper limit of 10% to define plausibility, as estimated from the literature. Model assumptions and parameter uncertainty were evaluated in sensitivity analysis. RESULTS. Across all cohorts, percentages of side-branch IPMN–associated PDACs greatly exceeded 10%. In the base case (mean age = 55.7 years), 80% of PDAC cases arose from side-branch IPMNs (7877/9786). In the oldest cohort evaluated (mean age = 75 years), this estimate was 76% (14,227/18,714). In a secondary analysis, we found that if an upper limit threshold of 10% for side-branch IPMN–associated PDAC was imposed, the model-predicted rate of malignancy for side-branch IPMNs would be less than 0.24% over a 5-year time horizon, substantially lower than most literature-based estimates. CONCLUSION. Our results suggest that reported malignancy risks associated with side-branch IPMNs are likely to be overestimates and imply the presence of verification bias.
- Subjects :
- Male
medicine.medical_specialty
genetic structures
endocrine system diseases
Malignancy
Article
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
Bias
Side branch
Pancreatic cancer
Prevalence
Medicine
Humans
Radiology, Nuclear Medicine and imaging
Computer Simulation
Intraductal papillary mucinous neoplasm
business.industry
General Medicine
Middle Aged
medicine.disease
Pancreatic Neoplasms
Adenocarcinoma, Papillary
030220 oncology & carcinogenesis
Verification bias
Pancreatic cyst
Female
Radiology
business
Carcinoma, Pancreatic Ductal
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- AJR Am J Roentgenol
- Accession number :
- edsair.doi.dedup.....fb72d6fe1baee341e7060792484f0379