Value of the data •The data show transcriptome profile of Esr2−/− rat ventral prostate. •Differentially expressed genes in Esr2−/− prostate glands are involved in epithelial cell proliferation, and development of benign tumors. •Our data indicate that ESR2 is essential for maintaining normal growth of prostatic glandular epithelium.