Consistent with previous localization results, PAQR5 expression showed a significant positive correlation with the abundance of malignant cells, while displaying a significant negative correlation with several anti-tumor immune cells, including CD4 T cells, NK cells, and B cells in HCC1, as well as macrophages in HCC2 and HCC3. Here, PAQR5 is linked to neoplasm.