This review comprehensively summarizes the general functions of NSD family members in modulating epigenetic gene expression, alterations in NSD1/2/3 genes across multiple human cancers, H3K36 methylation-dependent and -independent mechanisms of NSD family genes in modulating diverse malignant phenotypes, and potential therapeutic strategies for targeting NSD family in human cancers. Here, NSD1 is linked to cancer.