These data provide high-resolution insight into the cellular properties of prostatic hARtg+ atypical and tumor cells derived from Osr1-lineage, implicating the direct role of transgenic AR activation in PIN and prostate tumor development in R26mTmG/hAR:Osr1Cre/+ mice. Here, LYVE1 is linked to prostate neoplasm.