In summary, we proposed a single magnetic bead (SMB) nanoplatform for sensitive yet stable bioassays and demonstrated its standard-free analytical performance towards simultaneous evaluations of two key prostate cancer-related biomarkers (fPSA and tPSA) and the discovery of biological proportion within the PSA subtypes for prostate disease differentiation. Here, KLK3 is linked to prostate carcinoma.