IGLL5 and nonpapillary renal cell carcinoma: In a study of clear cell renal cell carcinoma (ccRCC), it was found that the genes in tumor samples with high IGLL5 expression were mainly concentrated in immune-related pathways, such as natural killing cell-mediated cytotoxicity, autoimmune diseases, cell adhesion molecules, and chemokine signaling pathways.