Several studies have investigated POSTN+ fibroblasts and SPP1+ macrophages in HNSCC; however, these studies reported only the correlation of individual gene expression and survival and lack deep insight into their interactions and effects on the TME51,52. The gene discussed is SPP1; the disease is head and neck squamous cell carcinoma.