Description Usage Arguments Value
Setup and initialize basic parameters of the Seurat object
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object |
Seurat object |
project |
Project name (string) |
min.cells |
Include genes with detected expression in at least this many cells |
min.genes |
Include cells where at least this many genes are detected |
is.expr |
Expression threshold for 'detected' gene |
do.logNormalize |
whether to normalize the expression data per cell and transform to log space. |
total.expr |
scale factor in the log normalization |
do.scale |
In object@scale.data, perform row-scaling (gene-based z-score) |
do.center |
In object@scale.data, perform row-centering (gene-based centering) |
names.field |
For the initial identity class for each cell, choose this field from the cell's column name |
names.delim |
For the initial identity class for each cell, choose this delimiter from the cell's column name |
meta.data |
Additional metadata to add to the Seurat object. Should be a data frame where the rows are cell names, and the columns are additional metadata fields |
save.raw |
TRUE by default. If FALSE, do not save the unmodified data in object@raw.data which will save memory downstream for large datasets |
Seurat object. Fields modified include object@data, object@scale.data, object@data.info, object@ident
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