In this study, we conducted an integrative multi-platform analysis using publicly available databases to investigate the prevalent molecular alterations in the genes of the SMYD family, specifically in SMYD4, across eight of the most common tumor types. This evidence concerns the gene SMYD4 and neoplasm.