The findings revealed that ECI2 expression negatively correlates with various immune cells in ccRCC (Figure 5(a)), including macrophages, B cells, Th1 cells, and Tem cells (Figure 5(b)). Here, ECI2 is linked to nonpapillary renal cell carcinoma.