The findings suggest that specific microbial species may promote or inhibit tumor progression, and a correlation between genetic mutations, such as in PTPRZ1, and microbial composition offers a novel perspective on LUAD pathogenesis. The gene discussed is PTPRZ1; the disease is neoplasm.