We confirm a significant association of VHL mutation and chromosome 3p deletion frequency with EUR genetic similarity, and we also identify distinct gene expression patterns and tumor microenvironment compositions associated with AFR and EUR groups. The gene discussed is VHL; the disease is neoplasm.