To calculate the phase score, Macosko (2015) used mean expression of genes that mark a particular phase of the cell cycle. Not all genes in the list are used. Only those that correlate with the mean expression are included, followed by some normalisation. I am not certain whether to apply normalisation or not, given that this research uses batch combined data that has already been normalised. Qualitatively in a heatmap, the results did not look much different.
1 2 3 4 5 6 7 | get_phase_score(
x,
gene_vec = NULL,
norm_factor = F,
norm_column = F,
norm_row = F
)
|
x |
an expression matrix |
gene_vec |
a vector of genes with their names being which cell cycles they are expressed |
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