OnCo
ideasIdea

Molecular indolence classifiers bundled with every screening programme

Screening finds cancers that would never have caused harm alongside dangerous ones. Pair every screening test with a test that says which is which, so people with harmless findings can safely watch and wait.

Overdiagnosis in prostate, thyroid, breast (DCIS) and low-dose CT lung screening leads to unnecessary surgery and anxiety and is the main argument against expanding screening. Molecular and imaging classifiers of indolence (genomic classifiers in prostate cancer, DCIS risk scores, radiomic and growth-rate models for lung nodules, ctDNA fragmentomics) are emerging but not integrated into programmes. The proposal is that every screening programme develops, validates and deploys an indolence classifier with a surveillance-first protocol for low-risk findings, and reports overdiagnosis as a monitored quality metric.

Hypothesis
Classifier-guided surveillance-first protocols reduce treatment of screen-detected indolent lesions by half without increasing interval cancers or cancer-specific mortality.
Rationale
Active surveillance in low-risk prostate cancer already shows that deferring treatment is safe when risk is classified well; making classification part of the programme extends the benefit and the political viability of screening.
What would test it
Randomised trial within a screening programme of classifier-guided surveillance-first versus standard management for low-risk findings; primary endpoint treatment rate, secondary interval cancers and mortality at ten years.
Maturity
preclinical evidence
Who has to act
research
Cost to try
Medium ($1M to $50M)
Years to first evidence
6
Bottlenecks it attacks

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