Megan E Honeywell, Marie S Isidor, Nicholas W Harper, Rachel E Fontana, Gavin A Birdsall, Peter Cruz-Gordillo, Sydney A Porto, Madison Jerome, Cameron S Fraser, Kristopher A Sarosiek, David A Guertin, Jessica B Spinelli, Michael J Lee
A common approach for understanding how drugs induce their therapeutic effects is to identify the genetic determinants of drug sensitivity. Because 'chemo-genetic profiles' are performed in a pooled format, inference of gene function is subject to several confounding influences related to variation in growth rates between clones. In this study, we developed Method for Evaluating Death Using a Simulation-assisted Approach (MEDUSA), which uses time-resolved measurements, along with model-driven constraints, to reveal the combination of growth and death rates that generated the observed drug response...
March 13, 2024: Nature Chemical Biology