Herein, we performed single-cell RNA-sequencing on oral squamous cell carcinoma (OSCC) samples before and after ICB-based therapy to explore the context-dependent functions of GDF15 across distinct cellular subsets. This evidence concerns the gene GDF15 and oral cavity squamous cell carcinoma.