In this paper, we report a novel signaling cascade of RAB4A–NUMB–NOTCH–RAC1–Sox2 as a major and fundamental driver in promoting cancer stemness and tumorigenesis, significantly extending the mechanistic understanding of the role of RAB4A–RAC1 regulation of EMT and stemness signaling. Here, RAB4A is linked to cancer.