Increased Proteobacteria has also been linked to oxidative stress and production of reactive oxygen species (ROS), which can induce DNA damage and activate oncogenic pathways such as PI3K/Akt and STAT3, further emphasizing tumor-promoting conditions (37, 38). The gene discussed is AKT1; the disease is neoplasm.