SLC12A1 and nonpapillary renal cell carcinoma: Furthermore, SLC12A1 Shows strong positive correlation with CD8+ T cells and negative with macrophages and neutrophils, indicating its role in promoting cytotoxic T cell activity and potentially reducing macrophage-mediated immune suppression in ccRCC.