Moreover, we identified two MPM effusion-related factors with clinical value: CD4+ T cells were significantly correlated with better response to chemotherapy, while the percentage of PD-L1+ podoplanin (PDPN)+ tumor cells is a significant prognostic factor for worse outcome. Here, CD274 is linked to neoplasm.