The knowledge variables in the top 10 LVs were confirmed by heatmap plotting, which showed that the knowledge matrices were sparse among the latent variables and included gene sets related to lung cancer and cancer progression, such as those related to KRAS, the p38 MAPK pathway, and the integrin pathway (Supplementary Fig. 2). This evidence concerns the gene KRAS and lung carcinoma.