Among the genes identified as significantly associated with renal cell carcinoma through eQTL MR analysis, ISOC1 was the only gene that also demonstrated a strong causal association at the protein level, as revealed by pQTL MR analysis. Here, ISOC1 is linked to hereditary clear cell renal cell carcinoma.