In this study, we thoroughly investigated the potential of small molecules extracted from the thunder god vine (Tripterygium wilfordii) for obesity treatment, with a particular focus on their activating effects on PPARG and inhibitory effects on PTGS2. Here, PTGS2 is linked to Obesity.