mira.tl.get_topic_cross_correlation#

mira.tl.get_topic_cross_correlation(adata1, adata2, *, key='X_topic_compositions', adata1_name='RNA', adata2_name='ATAC')#

Get DataFrame of pearson cross-correlation between expression and accessibility topics.

Parameters
expr_adataanndata.AnnData

AnnData object with expression features, must have “X_topic_compositions” in .obsm.

atac_adataanndata.AnnData

AnnData object with accessibility features, must have “X_topic_compositions” in .obsm.

Returns
cross correlationspd.DataFrame of shape (n_expr_topics, n_accessibility_topics)

Pearson cross correlation between expression and accessibility topics across all cells.