In the field of biomedical research and genomics, the advancement of bioinformatics technologies and tools is opening new frontiers in the understanding of diseases and their diagnosis and treatment. In particular, differential gene expression analysis (DGE) is emerging as a crucial technique to investigate the molecular mechanisms underlying diseases.