decoupler.get_collectri

decoupler.get_collectri(organism='human', split_complexes=False, license='academic', **kwargs)

CollecTRI gene regulatory network.

Wrapper to access CollecTRI gene regulatory network. CollecTRI is a comprehensive resource containing a curated collection of transcription factors (TFs) and their target genes. It is an expansion of DoRothEA. Each interaction is weighted by its mode of regulation (either positive or negative).

Parameters:
organismint | str

The organism of interest. By default human.

split_complexesbool

Whether to split complexes into subunits. By default complexes are kept as they are.

license: str

Which license to use, available options are: academic, commercial, or nonprofit. By default, is set to academic to retrieve all possible interactions.

kwargs

Passed to decoupler.translate_net.

Returns:
ctDataFrame

Dataframe in long format containing target genes for each TF with their associated weights, and if available, the PMIDs supporting each interaction.