A LASSO regression model was constructed using the expression matrix of H1975 and H1975-BM51 cells, identifying AGO3, NCSTN, and PGK1 as hub genes associated with lung cancer BM (Fig. 2B and 2C). The gene discussed is PGK1; the disease is lung carcinoma.