Furthermore, signal transduction pathways like PI3K/AKT play a significant role in MMP9 regulation in CRC, influencing tumor cell proliferation, survival, and invasion (Idiiatullina et al., 2021). This evidence concerns the gene MMP9 and neoplasm.