In our real-data application to the CPTAC HNSCC dataset, we identified a significant mediating effect of LCE3E on the association between the relatively unexplored HMGB1P23 gene and survival time among HPV-Neg study population. This evidence concerns the gene HMGB1P23 and head and neck squamous cell carcinoma.