Extended Data Fig. 5: LIANA+ captures intercellular programmes that separate patient samples according to different conditions. | Nature Cell Biology

Extended Data Fig. 5: LIANA+ captures intercellular programmes that separate patient samples according to different conditions.

From: LIANA+ provides an all-in-one framework for cell–cell communication inference

Extended Data Fig. 5

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.

Source data

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