Abstract Background Adverse atherogenic lipid profile is associated with an increased risk of major adverse cardiac events in patients with acute coronary syndrome (ACS). Objective To evaluate the control status of atherogenic lipid profile among ACS patients within 12 months after discharge. Methods We retrospectively analyzed the data from the multi-center iHeart program. Twenty tertiary hospitals in China were included. Natural language processing technique was used to extract real-world data from electronic health records (EHRs). Patients with a diagnosis of ACS from January 2014 to December 2021 during index hospitalization and having at least one medical record after discharge within 12 months were enrolled. Measurements of total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), non–high-density lipoprotein cholesterol (non-HDL-C), triglycerides (TGs), apolipoprotein B (ApoB), lipoprotein (a) (Lp[a]) at baseline and follow-up were collected and analyzed. Remnant cholesterol (RC) was calculated as TC minus HDL-C minus LDL-C. The treatment goal of LDL-C was defined as <1.8 mmol/L according to the guideline. An even lower LDL-C goal of <1.4 mmol/L was recommended in specific patients at extremely high risk with concomitant diabetes or ischemic cerebral vascular diseases. Results Among the 3956 patients, the mean age was 72 (12) years, and 64.8% were men. Diabetes was common (22.7%). There were 1612 (40.7%) patients with unstable angina, 391(9.9%) patients with non-ST-elevation myocardial infarction, 1146 (29.0%) patients with ST-elevation myocardial infarction, and 807 (20.4%) patients with undetermined ACS category. At baseline, the mean values for TC, LDL-C, HDL-C, non-HDL-C, ApoB, and RC were 4.61 (1.26) mmol/L, 2.83 (0.98) mmol/L, 1.12 (0.30) mmol/L, 3.38 (0.75) mmol/L, 96 (34) mg/dL, and 0.65 (0.56) mmol/L, respectively. The median values for TGs and Lp(a) were 1.44 mmol/L [1.06, 2.00] and 27.22 mg/dL [12.34, 39.2], respectively. The rate of lipid-lowering treatment was 94.8% (statins 93.1%, PCSK9 inhibitors 0.4%). The levels of TC, TGs, LDL-C, HDL-C, non-HDL-C, and ApoB were significantly decreased (P < 0.001) within 12 months. Median Lp(a) was 19.52 mg/dL [8.73, 39.08] (P = 0.117). Mean RC was 0.69 (1.10) mmol/L (P < 0.001). Overall, the proportion of patients achieving the LDL-C level of <1.8 mmol/L at baseline increased from 13.42% to 36.6% during follow-up. In patients with concomitant diabetes or ischemic cerebral vascular diseases, the rate of LDL-C <1.4 mmol/L was 17.79% and 17.52%, respectively. Conclusion Only 1/3 of patients had LDL-C <1.8mmol/L within 12 months after ACS. Despite the high treatment rate of statins, Lp(a) level had no change beyond the reduction in LDL-C. Elevated remnant cholesterol may be a critical contributor to residual risk. Novel therapeutics targeting the whole atherogenic lipid profile will be warranted to improve cardiovascular outcomes.LDL-C control rate within 12 months