KRAS and cancer: Instead, our machine learning approach based on whole transcriptome data and diffusion kernel-based variable selection using protein-protein interaction network analysis significantly improved KRAS dependency prediction in KRASwt cancer cell lines (Fig. 1b/c, see methods).