Recognizes differentially spliced genes from two groups of RNA-seq samples. DSGseq is based on a negative binomial (NB)-statistic method. It does not require a prior knowledge on the annotation of alternative splicing (AS). This tool is able to design sequencing reads on exons by making comparison between read counts on all exons. It does not need to deduce isoform structure or to determine isoform expression.