PRISM-GEP: Viewing Single-Cell Expression through the Lens of Topic Modeling.
MOTIVATION Gene-expression programs (GEPs) are the co-regulated gene modules whose coordinated activity encodes biological processes. Recovering them from single-cell RNA-seq is hard because regulation is many-to-many. A cell can run several programs at once, and a gene can take part in several. Methods that resolve pr...