In unadjusted models, the positive associations with neutrophil and monocyte counts, CRP, BMI, and ABSI with kidney cancer risk were slightly stronger and there was some evidence for a positive association of lymphocyte count with kidney cancer risk, more specifically in women and for longer follow-up time (Supplementary Figure S2). Here, CRP is linked to kidney cancer.