Since the crucial role of HPIP in cancer development and progression, we developed an image-based screening model with HPIP-copGFP (green fluorescent protein)-overexpressing ZR75-1 cells to screen small chemical molecules that decrease both fluorescence signal intensity and cell viability. This evidence concerns the gene PBXIP1 and cancer.