The side effects of small molecule chemotherapeutic drugs (SMCD) have brought great pain to the cancer patients. Many nanodrug carriers can relieve the shortcomings of SMCD, but they have complex synthesis processes and lack biodegradability. To overcome both problems, we synthesized a pH responsive biodegradable zwitterionic molecules (EK-D) by linking zwitterionic polypeptide (EK7) and dodecyl acrylate through a simple click reaction. Subsequently, doxorubicin (DOX) was physically encapsulated within the EK-D micelles to produce EK-D-DOX micelles, and polyethylene glycol monooleate (POO) employed as a comparative group for the preparation of POO-DOX micelles. The results show that EK-D-DOX micelles have good aqueous stability and anti-protein non-specific adsorption performance at pH 7.4, but EK-D-DOX micelles aggregate under the condition of pH = 5.5 due to the biodegradability of EK-D. The tumor cell uptake rate of EK-D-DOX micelles is higher than that of POO-DOX micelles and free DOX, which makes EK-D-DOX micelles the highest cytotoxic. Additionally, EK-D-DOX micelles release more DOX in a slightly acidic environment than at pH 7.4, and the release of DOX reaches a significant cumulative value of 75.20 % under pH conditions of 5.5. More importantly, EK-D-DOX micelles exhibit superior in vivo tumor inhibitory efficacy compared to free DOX, resulting in a remarkable tumor inhibition rate of 95.7 %. EK-D-DOX micelles not only have lower biological toxicity to normal tissues than free DOX, but also have a longer blood circulation time in mice. The method of EK-D-DOX micelles preparation represents a new method to prepare biodegradable zwitterionic nanodrug.