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Updated: Jun 10, 2025

Evaluating the Effectiveness of Cancer Drug Sensitization In Vitro and In Vivo
Published on: February 6, 2015
More efficient, smaller multicancer screening trials
Peter Sasieni1, Adam R Brentnall1
1Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom.
New analysis methods for blood-based cancer screening trials, like intended-effect and targeted analysis, significantly reduce the required sample size compared to traditional methods, improving efficiency.
Area of Science:
- Biostatistics
- Clinical Trial Design
- Cancer Screening
Background:
- The NHS-Galleri Trial demonstrated the feasibility of a screening design where only intervention arm samples are tested.
- This study evaluates analysis methods for trials where control arm samples might be tested retrospectively.
Purpose of the Study:
- To assess the efficiency of different analysis methods for blood-based cancer screening trials.
- To compare traditional, intended-effect, and targeted analysis methods.
Main Methods:
- Compared traditional (all events), intended-effect (positive tests), and targeted (test-positive events) analyses.
- Utilized approximate statistical methods and scenario analysis for comparison.
Main Results:
- Intended-effect and targeted analyses require smaller sample sizes for cancer-specific mortality evaluation than traditional methods.
- Intended-effect analysis requires a smaller sample size than targeted analysis, especially when cancer death risk in positive cases is high.
Conclusions:
- Intended-effect or targeted analysis can substantially reduce sample size needs for blood-based cancer screening trials.
- Targeted analysis minimizes retrospective testing and associated notification issues.
- Trialists should balance sample size reduction against retrospective testing costs when selecting an analysis method.
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