This pathway-specific approach is based on the rationale that key oncogenic pathways such as WNT, TGF-β, and PI3K exhibit unique mutational patterns, prognostic relevance, and population-specific implications, particularly in early-onset CRC. Here, TGFB1 is linked to colorectal carcinoma.