Proteins are typically subject to poor stability, short half-life, and poor cell and tissue permeability, which restrict their wide applications as drugs for disease treatment. Current protein modification techniques mostly focus on improving the stability and half-life of proteins, but hardly solve their poor cell and tissue permeability. To address this issue, the study innovatively designs thermo-pH-sensitive elastin-like polypeptides to modify proteins, named ELP(HX)