SEMA7A and neoplasm: Since the expression of SEMA7A was most significantly elevated in LUAD cells and has been observed to be closely linked to drug resistance and tumor metastasis in a variety of cancers (Yang et al., 2024), it was selected as a representative gene for subsequent functional validation experiments.