We are developing a noninvasive approach for targeting imaging and therapeutic radionuclides to prostate cancer. Our method, Enzyme-Mediated Cancer Imaging and Therapy (EMCIT), aims to use enzyme-dependent, site-specific, in vivo precipitation of a radioactive molecule within the extracellular space of solid tumors. Advanced methods for data mining of the literature, protein databases, and knowledge bases (IT.Omics LSGraph and Ingenuity Systems) identified prostatic acid phosphatase (PAP) as an enzyme overexpressed in prostate cancer and secreted in the extracellular space. Using AutoDock 3.0 software, the prodrug ammonium 2-(2 ¶-phosphoryloxyphenyl)-6-iodo-4-(3H)-quinazolinone (IQ 2-P ) was docked in silico into the X-ray structure of PAP. The data indicate that IQ 2-P docked into the PAP active site with a calculated inhibition constant (K i ) more favorable than that of the PAP inhibitor A-benzylaminobenzylphosphonic acid. When 125 IQ 2-P , the radioiodinated form of the water-soluble prodrug, was incubated with PAP, rapid hydrolysis of the compound was observed as exemplified by formation of the water-insoluble 2-(2 ¶-hydroxyphenyl)-6-[125 I]iodo-4-(3H)-quinazolinone ( 125 IQ 2-OH ). Similarly, the incubation of IQ 2-P with human LNCaP, PC-3, and 22Rv1 prostate tumor cells resulted in the formation of large fluorescent IQ 2-OH crystals. No hydrolysis was seen in the presence of normal human cells. Autoradiography of tumor cells incubated with 125 IQ 2-P showed accumulation of radioactive grains ( 125 IQ 2-OH ) around the cells. We anticipate that the EMCIT approach will enable the active in vivo entrapment of radioimaging and radiotherapeutic compounds within the extracellular spaces of primary prostate tumors and their metastases. [Cancer Res 2007;67(5):2197-205]