Herein, we summarized the molecular mechanisms of action of agonists and the complex signaling networks resulting from PPARγ activation, which may contribute to the design of PPARγ agonists characterized by more efficient, safer, and potent anti-tumor effects in the future. Here, PPARG is linked to neoplasm.