PPARG and obesity due to melanocortin 4 receptor deficiency: Additionally, although beta-sitosterol, α-amyrin, and phyllanthin were found not to interact with AKT1 and PPARG genes, they still showed potential for reducing the risk of obesity and warrant further exploration.