Function scores for 2,268 VHL single-nucleotide variants (SNVs) classify pathogenic alleles driving renal cell carcinoma and suggest new mechanisms by which variants impact function. The gene discussed is VHL; the disease is hereditary clear cell renal cell carcinoma.