Our findings provide robust evidence that genetically determined longer TL is causally associated with an increased risk of ccRCC, and we further identify the telomerase-associated genes, such as NOP10 and NHP2 as key regulators of cellular senescence and intercellular communication in ccRCC. The gene discussed is NHP2; the disease is nonpapillary renal cell carcinoma.