In this study, by employing the multilevel transcriptomic approach and analyzing bulk-level datasets and single-cell data, we determined that KDM5D is associated with cisplatin resistance, cancer stemness, and diapause state in persister cells and characterized the DTPC subpopulation of HNSCC in vitro. This evidence concerns the gene KDM5D and head and neck squamous cell carcinoma.