I am comparing Illumina RNA-seq data sets for differentially expressed genes. A significant number of genes have 0 reads in one of the two conditions. What is the best way to include these genes? Is it acceptable to subsitute the 0 in the numerator or denominator with another number to get an approximate idea of the fold change?
Thanks!
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