Li et al. [37] investigated the cellular characteristics of renal tumors using single-cell and spatial sequencing and concluded that IL1B signaling from macrophages drives an invasive phenotype at the tumor-normal kidney interface. This evidence concerns the gene IL1B and neoplasm.