Specifically, the pairs COL4A2-CD44, COL6A1-CD44, and COL1A2-CD44 demonstrated a pronounced increase in their relative contribution to the signal transduction within the tumor context (Figures 3F, Supplementary Figure S3F). The gene discussed is CD44; the disease is neoplasm.