Taken together, adipose tissue‐derived cytokines causing insulin resistance were proven to be significantly diminished in mouse models via phenotype switching of ATM by PBP‐NPs containing HO‐1 inducers. The gene discussed is HMOX1; the disease is Insulin resistance.