Upon analyzing enriched signature gene sets in the high-HRH1 group, we identified significant associations between HRH1 and key signaling pathways (Fig. 3B), including EMT and TGF-β signaling (Fig. 3C), both known to play critical roles in HNSCC progression [27]. This evidence concerns the gene HRH1 and head and neck squamous cell carcinoma.