Paola Dama

The paper introduces a Monte Carlo framework to assess assay confidence in organ-on-chip systems by quantifying detectable permeability shifts under uncertainty.

This study shows that mature tumoroids, grown in 3D culture for ≥10 days, better reflect clinical drug responses in PDAC compared to short-term cultures by capturing microenvironmental effects and transporter-mediated resistance.