Single-cell sequencing analysis further elucidates the complex role of the PIGF gene in the tumor microenvironment, revealing its multifaceted involvement in HNSCC progression and highlighting its potential as a therapeutic target. The gene discussed is PIGF; the disease is neoplasm.