First, to the best of our knowledge, this is the first study to have evaluated the association between a healthy plant-based diet and metabolic phenotype obesity and also investigated the potential mediating role of inflammatory markers (TGF-β1, IL-β1, and MCP1) in overweight and obese Iranian women. The gene discussed is TGFB1; the disease is obesity due to melanocortin 4 receptor deficiency.