Worked Examples

CardamomOT is illustrated on three experimental time-course scRNA-seq datasets, each highlighting different methodological aspects of the package.

Dataset

Organism

Biology

Key feature

Semrau et al. (2017)

Mouse

ESC differentiation (Epi/PE lineages)

In-silico knock-out validation

Kameneva et al. (2021)

Human

Sympathoadrenal lineage development

Multi-lineage branching

Schiebinger et al. (2019)

Mouse

iPSC reprogramming

Non-trivial stimulus schedule

Each example page describes:

  • The biological context and dataset characteristics

  • The CardamomOT pipeline configuration used

  • Key results: inferred network, simulated trajectories, and (where applicable) in-silico perturbations