Performs common checks on the expression data and metadata files. Often run before adding to GXPA
Details
The following check are performed:
number of columns of expression data not equal to number of rows in metadata
check for entirely quoted column names or row names in expr file
duplicated expression data column names
duplicated metadata values in first column
expression data column names that can't link to metadata samples
Will give warning if linking is possible but currently not matching order
duplicated gene names (ignoring case)
first column name of metadata must be an empty string of
_id
other column names of metadata must follow standard R variable naming convention