Lead compound is a kind of compound with pharmacological or biological activity, but it may have some unsuitable properties, such as high toxicity, low bioavailability or poor metabolic stability, etc. Further optimization of the structure and improvement of various properties are needed to meet the criteria of clinical drug candidate.