Wen-Jie Teng

DECANT: decoupling mechanism from context in single-cell drug perturbation representation

Abstract Motivation Single-cell chemical perturbation profiling offers a powerful opportunity to organize drugs by shared mechanism-associated transcriptional responses, but observed transcriptional responses are entangled with contextual variation from cell identity, dose, and treatment time. As a result, models that...