Provided are a quinolinone compound, pharmaceutical composition thereof, and use of the compound or the pharmaceutical composition in drug preparation, the drug being used to prevent, manage, treat or relieve diseases related to HIF and/or EPO of a patient, including anemia, vascular disease, myocardial ischemia, dysmetabolism, or for wound healing.