Here, this review mainly introduces the mechanisms regarding with Rab small GTPases in modulating progression of multiple cancers and discusses the relationship between Rab proteins and vesicle transport, highlighting that deep investigation of Rab proteins is of potential guiding significance for the early diagnosis and treatment of certain human cancers. The gene discussed is AGFG1; the disease is cancer.