In this study, using single-cell RNA sequencing (scRNA-seq), genetic tracing, and other experimental approaches, we uncover an underlying mechanism by which aberrant AR activation elevates IGF1 signaling pathways in prostatic Osr1-lineage cells to initiate PIN formation. Here, IGF1 is linked to prostate intraepithelial neoplasia.