Targeted therapy has become increasingly important and indispensable in cancer therapy. Cullin3-RING ligases (CRL3) serve as essential executors for regulating protein homeostasis in cancer development, highlighting that CRL3 might be promising targets in various cancer treatment. However, how to design new targeted therapies by disrupting the function of CRL3 is poorly understood. Here, we focus on the substrate adaptors of CRL3, and carry out a systematical research on the function of Kelch-like (KLHL) family proteins. We have identified twenty-four KLHL proteins with function of tumor promotion and thirteen KLHL proteins with high clinical significance on cancer therapy. Furthermore, we have clarified the novel biological function of KLHL13 as a vital factor that contributes to malignant progression in lung cancer. Taken together, our findings reveal multiple potential therapeutical targets and provide evidence for targeting CRL3 via KLHL substrate adaptors for cancer therapy.