Research indicates that the senescent state of CAFs may correlate with specific markers, such as low expression of Caveolin-1 (CAV1), and is associated with tumor-infiltrating immune cells and PD-L1 levels, suggesting its potential as a prognostic indicator (59, 60). The gene discussed is CAV1; the disease is neoplasm.