Our study applied transcriptomic sequencing and computer technology to suggest that Tanshinone IIA may suppress the proliferation of prostate cancer through interacting with PPARG, providing a promising direction for further understanding the anti-prostate cancer effects of Tanshinone IIA. Here, PPARG is linked to prostate cancer.