This common mechanism functions in prostate cancer invasion, breast cancer bone metastasis, and lung cancer metastasis, serving as the core pathway through which GPNMB promotes cross-cancer metastasis (Fiorentini et al., 2014; Kloosterman et al., 2024). The gene discussed is GPNMB; the disease is lung cancer.