In contrast, HPV-negative tumor cells presented elevated CD44 expression, which is consistent with prior transcriptomic data [14], suggesting a more transformed and stem-like phenotype [39, 40] that may contribute to their reduced clinical response and resistance to therapy. Here, CD44 is linked to neoplasm.