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Updated: Jan 24, 2026

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Biomarker based clinical trial design
1Biometric Research Branch, National Cancer Institute, Bethesda, MD, USA. rsimon@nih.gov.
Abstract:
The established molecular heterogeneity of human cancers and the subsequent stratification of conventional diagnostic categories require the development of new paradigms for the development of a reliable basis for predictive medicine. We review clinical trial designs for the development of new therapeutics and predictive biomarkers to inform their use. We cover designs for a wide range of settings. At one extreme is the development of a new drug with a single biomarker and strong biological evidence that marker negative patients are unlikely to benefit from the new drug. At the other extreme are phase III clinical trials involving both genome-wide discovery and internal validation of a predictive classifier that identifies the patients most likely and unlikely to benefit from the new drug.
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