Abstract: Objective To analyze the dynamic changes in serum adiponectin (APN) levels after acute myocardial infarction (AMI) and its relationship with heart failure (HF) and major adverse cardiovascular events (MACE). Methods A total of 124 AMI patients who underwent percutaneous coronary intervention (PCI) in our hospital from January 2021 to December 2023 were enrolled as AMI group. Additionally, 30 patients with non-AMI coronary artery disease and 30 healthy individuals were included in non-AMI coronary artery disease group and healthy group, respectively. General information such as age,gender, smoking, alcohol consumption, hypertension, diabetes, and blood lipids were recorded for all subjects. Serum APN levels were measured using the enzyme-linked immunosorbent assay (ELISA) method;plasma brain natriuretic peptide (BNP) levels were determined by immunofluorescence; and left ventricular ejection fraction (LVEF) was assessed using echocardiography. Changes in serum APN levels and its relationship with BNP, LVEF, and MACE were recorded during a one-year follow-up period. Results AMI patients had lower serum APN levels than those in the non-AMI coronary artery disease group and the healthy group, while levels of total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C); Lipoprotein-associated phospholipase A2 (Lp-PLA2), and the proportions of smokers and diabetics were higher(P<0.05). A one-year follow-up of AMI patients revealed an upward trend in serum APN and BNP levels and a downward trend in LVEF levels at one week, one month, three months, six months, and one year postoperatively (P<0.05). APN and BNP levels peaked one month after PCI, while LVEF reached its lowest level at the same time point. However, there were no statistically significant changes in these indicators in the subsequent 11 months (P>0.05). The incidence of MACE in AMI patients at one, three, six, and twelve months postoperatively was 2.8%, 3.2%, 4.6%, and 8.8%, respectively. Both preoperative and one-month postoperative serum APN levels had high predictive value for the occurrence of HF and MACE within one year in AMI patients, and the area under the curve for predicting HF and MACE one month postoperatively was larger than that preoperatively (P<0.05). Conclusion Serum APN levels in AMI patients show an upward trend after PCI, peaking one month postoperatively. At this time point, serum APN levels have the highest predictive value for the occurrence of HF and MACE.