Using integrative clustering of four different genomic data of SCCHN including mutation, copy number, gene expression, and methylation obtained from TCGA, we identified a novel laryngeal cluster with a significant difference in OS where the prognostic laryngeal cancer subtype is associated with mutations in NSD1 and NSD2. The gene discussed is NSD1; the disease is laryngeal carcinoma.