Extended Data Fig. 5. LIANA+ captures intercellular programmes that separate patient samples according to different conditions.
A) Classification setup to evaluate the ability of ligand-receptor methods, combined with Tensor-cell2cell and multi-view factor analysis (MOFA+), in separating conditions from multi-condition atlases (n = 5) in an unsupervised manner. B) Area under the receiver-operator curve (AUROC) and C) weighted F1 score, as calculated across 5 datasets, and the ‘Average’ performance. Source numerical data are available in source data.