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Microsimulation review models overdiagnosis and false positives for multicancer screening in Canada

Microsimulation review models overdiagnosis and false positives for multicancer screening in Canada
Photo by Shubham Dhage / Unsplash
Key Takeaway
Consider that model-based estimates suggest multicancer screening may yield modest overdiagnosis and a notable false positive burden.

This is a microsimulation model review examining population-based screening in Canada for adults aged 50-75 years using a multicancer early detection test. The model's scope was to estimate yearly and cumulative lifetime probabilities of screening overdiagnosis and false positive test results.

The authors synthesized that yearly overdiagnosis would account for 2.1-6.0% of all screen-detected cancers. Overdiagnosis increased with age, from 1% at age 50 to over 10% at age 75. The test's positive predictive value was modeled to range from 15.9% to 77.6%. For every true cancer case detected, the model estimated 0.3-5.3 false positives with no underlying cancer.

The review does not report a sample size, follow-up beyond a lifetime horizon, or safety data. The authors did not note specific limitations of the model within the provided information. Practice relevance is framed as healthcare systems considering how screening false positives may increase their diagnostic service caseload.

These results are projections from a single model and are not based on empirical trial data. The absence of reported confidence intervals or p-values means the uncertainty of these estimates is not quantified. Clinical application should be cautious, pending validation from prospective studies.

Study Details

EvidenceLevel 5
PublishedApr 2026
View Original Abstract ↓
BackgroundMulticancer early detection tests could be used for cancer screening, but may lead to harms, including false positive results and overdiagnosis of indolent tumours that would not have become clinically evident during that persons lifetime. We assessed the potential for these screening harms in the context of future population-based screening with a multicancer early detection test. MethodsWe used a microsimulation model to assess potential population-level impacts of screening at ages 50-75 years with a multicancer early detection test in Canada. We assumed high test specificity (97-99.1%) and test sensitivity increasing with cancer stage. The model includes latent indolent cancers that would not be diagnosed within that persons lifetime but can be overdiagnosed through screen-detection. We calculated the yearly and cumulative lifetime probabilities of screening overdiagnosis and false positive test results, assuming a range of preclinical screen-detectable periods (2-5 years). ResultsAn estimated 2.1-6.0% of all yearly screen-detected cancers with a multicancer screening test were predicted to be overdiagnoses across scenarios. The proportion of overdiagnosis varied by site, and strongly increased with age, going from 1% at age 50 to over 10% of screen-detected cancers by age 75. The test positive predictive value ranged from 15.9%-77.6%, meaning that there could be 0.3-5.3 false positives with no underlying cancer for every true cancer case detected by the test. ConclusionPopulation-level multicancer screening with a multicancer early detection test would likely not lead to substantial screen-related overdiagnosis. Healthcare systems should consider how screening false positives may increase their diagnostic service caseload.
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