LGALS3 and nonpapillary renal cell carcinoma: Analyses of bulk RNA-seq of human ccRCC revealed that PDCD1LG2 and CD80 expression were upregulated in ccRCC tumours compared to normal kidney, as was expression of LGALS3, LGALS9, SELL and CD276 (Fig. 5d).