From application-first to science-first: A two-phase validation framework for complex in vitro NAMs

Yiguang Zhu1, Paul A Locke1

  • 1Department of Environmental Health and Engineering, Johns Hopkins University, Bloomberg School of Public Health and Whiting School of Engineering, Baltimore, Maryland, USA.

Summary

A new framework separates model validation from context of use (CoU) qualification. This approach enhances the scientific credibility of complex in vitro models by informing applications based on capabilities, not initial constraints.