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msmu.pp.adjust_ptm_by_protein

Estimation of PTM stoichiometry by using Global Protein Data.

Parameters:

Name Type Description Default
mdata MuData

MuData object to normalise.

required
global_mdata MuData

MuData object which contains global protein expression.

required
modality str

PTM modality to normalise (e.g. phospho_site, {ptm}_site).

'phospho_site'
layer str | None

Layer to normalise. If None, the default layer (.X) will be used.

None
global_mod

Modality in global_mdata to normalise PTM site. Default is 'protein'.

required
method Literal['ridge', 'ratio']

A method for normalisation. Options: ridge, ratio. Default is 'ridge'.

'ridge'
rescale bool

If True, rescale the data after normalisation with median value across dataset. Default is True.

True

Returns:

Type Description
MuData

Normalised MuData object.