Previous research has demonstrated that TSPAN proteins, like CD9, CD81, CD151, and TM4SF1, promote cancer metastasis by interacting with integrin α3β1 or α6, which aligns with our functional enrichment results (18, 40). This evidence concerns the gene TSPAN18 and cancer.