Exploratory analyses were performed to characterise inter-case variations with regard to infiltration of B-cells, as determined by IHC staining of CD20, in a population-based cohort of RCC (referred to as the discovery cohort). This evidence concerns the gene MS4A1 and renal cell adenocarcinoma.