spatialtis.cell_interaction

class spatialtis.cell_interaction(data, method='pval', resample=1000, pval=0.01, order=False, **kwargs)[source]

Profiling cell-cell interaction using permutation test

Neighborhood analysis tells you the relationship between different type of cells

  • Association (1)

  • Avoidance (-1)

  • No relationship (0)

Parameters
  • data (anndata._core.anndata.AnnData) – AnnData object to perform analysis

  • method (Optional[str]) – “pval” and “zscore” (Default: “pval”)

  • resample (int) – Number of times to perform resample

  • pval (float) – The p-value threshold to determine significance

  • order (bool) – If False, (Cell_A, Cell_B) and (Cell_B, Cell_A) are the same interaction (Default: False)

  • **kwargs – Pass to spatialtis.abc.AnalysisBase