Taken together, PBP‐NPs with HO‐1 inducers were proven to treat obesity and high‐fat diet‐induced type 2 diabetes through clearing free fatty acids and cytokines produced by fatty adipose tissue environments. The gene discussed is HMOX1; the disease is obesity due to melanocortin 4 receptor deficiency.