Here, we report a series of proof-of-concept experiments using the all-dielectric metasurface biosensors for the detection of cancer markers that coexist with other actual proteins, such as albumin, IgG, and different cancer markers, thereby clarifying the robustness of metasurface biosensors. This evidence concerns the gene ALB and cancer.