Intercellular communication analysis engine for ligand-receptor interaction scoring, signaling network inference, and paracrine pathway identification.
- Ligand-receptor pair interaction strength quantification
- Cell-type communication network construction and visualization
- NicheNet-style target gene prediction from LR interactions
- Paracrine and autocrine signaling pathway classification
- Differential communication analysis across conditions
8 cell types × 200 LR pairs; Total interaction=126.01; Top LR strength=436.30
pip install numpy scipy matplotlib
python cell_communication_engine.pycell-communication, cellchat, nichenet, intercellular-signaling, paracrine