Our study shows that AFR genetic similarity correlates with distinct ccRCC molecular subtypes. Further research is needed to disentangle environmental and genetic influences. Identifying these differences underscores the critical importance of including racially and ethnically diverse populations in cancer research to ensure more equitable and sustainable outcomes worldwide for all patients.