In people without this sort of family history, it may be that there are other genetic and unknown factors at play that make the FH variant less likely to lead to kidney cancer.13 For this man, the risks are even vaguer as his FH variant is not definitively associated with kidney cancer. This evidence concerns the gene FH and kidney cancer.