Forest plots and risk ratios were generated to illustrate overall relationships.<h4>Results</h4>Higher CAF density within the tumor microenvironment is associated with advanced T stage, nodal infiltration, clinical stage, vascular invasion, perineural invasion, Ki67 expression, and differentiation (p <0.05). The gene discussed is MKI67; the disease is neoplasm.