Following encouraging findings from different studies suggesting B cell tumor infiltration as a predictor of response to ICI across different solid tumors, including RCC, circulating B cells populations and B-cell-related soluble factors such as CXCL13 or BAFF have also been evaluated in the context of RCC and ICI. Here, CXCL13 is linked to renal cell carcinoma.