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). This evidence concerns the gene PGK1 and lung cancer.