Additionally, the enrichment of the TGF-β signaling pathway in AS_STAS may suggest that CXCL14-induced fibroblast production of TGF-β enhances lung cancer invasion and migration (Xu et al., 2024). This evidence concerns the gene TGFB1 and lung carcinoma.