muscat detects subpopulation-specific state transitions from multi-sample multi-condition single-cell transcriptomics data

Abstract

Single-cell transcriptomics enhanced our ability to profile heterogeneous cell populations. It is not known which statistical frameworks are performant to detect subpopulation-level responses. Here, the authors developed a simulation framework to evaluate various methods across a range of scenarios.