Coupled with scRNA-seq analysis and experimental validation in vivo and in vitro, our work demonstrated that SPP1+ Macs activate the NF-kappa B pathway to increase the secretion of TNF-α and IL-1β, which promotes the proliferation and migration of HNSCC cells. This evidence concerns the gene IL1B and head and neck squamous cell carcinoma.