Backgroundvon Hippel-Lindau (VHL) harbors the highest mutational frequency in clear cell renal cell carcinoma (ccRCC). AlthoughVHLmutational subtypes exert diverse impacts on the functionality of the VHL protein, the clinical significance ofVHLmutational heterogeneity remains largely obscure.MethodsThis study included a total of 1331 patients with ccRCC from localized data sets, including our localized Zhongshan Hospital (ZSHS) cohort (n=1270) and Zhongshan immune checkpoint blockade cohort (n=61), as well as 525 patients with ccRCC from two publicly available data sets with matched clinical annotation and multidimensional data. According to the putative biological effect, we subclassifiedVHLmutation intoVHLTruncandVHLMiss. The association ofVHLstatus with clinical outcomes, genomic, oncogenic and immunologic characteristics was further depicted.ResultsVHLMissccRCC was associated with reduced survival in the localized ZSHS and The Cancer Genome Atlas cohorts. Clinical benefit from immunotherapy was observed inVHLMisspatients in all immunotherapy cohorts.VHLMissccRCC exhibited hyper-activated cell cycle and nuclear factor kappa B (NF-κB) instead of canonical hypoxia inducible factor pathways, which might contribute to its proliferative morphology. Meanwhile,VHLMissccRCC featured an inflamed microenvironment with enriched tertiary lymphoid structures.ConclusionsVHLMissmutations delineate an aggressive ccRCC subtype with distinct clinical outcomes, likely attributed to its specific oncogenic, morphologic and immunologic features.