In this work, we used BPBBT, the NIR-II fluorescence probe to investigate the tumor-targeting efficiency of three different types of nanoparticles, i.e., BPBBT-HSA NPs, BPBBT-CL-HSA NPs and BPBBT micelles. The gene discussed is ALB; the disease is neoplasm.