Abstract:Aim To analyze the correlation between serum retinol-binding protein 4 (RBP4), low density lipoprotein cholesterol to albumin ratio (LDLC/Alb), monocyte to high density lipoprotein ratio (MHR) and plaque stability in carotid atherosclerosis population and their predictive value for acute ischemic stroke (AIS). Methods A total of 197 patients with asymptomatic carotid atherosclerosis admitted to our hospital from September 2021 to January 2023 were selected for a prospective cohort study, and they were categorized into occurred group and non-occurred group according to whether AIS occurred within 12 months. Baseline information at time of visit, results of the cervical ultrasonography and serum RBP4, LDLC/Alb, MHR levels were compared between the two groups. Spearman/Pearson and receiver operating characteristic (ROC) curve were used to analyze the correlation of RBP4, LDLC/Alb and MHR with carotid atherosclerosis and plaque stability, and the value of predicting AIS in carotid atherosclerosis population. Hosmer-Lemeshow goodness of fit test was used to evaluate the calibration ability of serum RBP4, LDLC/Alb and MHR to jointly predict AIS in carotid atherosclerosis population. Results The carotid intima-media thickness (IMT) was higher in occurred group than that in non-occurred group. There were more soft plaques and mixed plaques in occurred group than in non-occurred group (P<0.05). Serum levels of RBP4, LDLC/Alb and MHR were higher in occurred group than those in non-occurred group (P<0.05). The correlation analysis showed that the levels of serum RBP4, LDLC/Alb and MHR were positively correlated with IMT (r=0.3,0.0,0.710) and plaque properties (r=0.6,0.5,0.703) (P<0.001). ROC curve analysis showed that the AUC of serum RBP4, LDLC/Alb and MHR in predicting AIS in carotid atherosclerosis population was 0.6,0.821 and 0.828, respectively, and the AUC of MHR was the largest; the AUC of the combination of serum RBP4, LDLC/Alb and MHR was 0.936, which was higher than that of MHR (Z=2.978, P<0.05), the predictive sensitivity and specificity were 88.24% and 87.40%. Hosmer-Lemeshow goodness of fit test showed that there was no significant difference between serum RBP4, LDLC/Alb and MHR in predicting AIS and the actual observation value in carotid atherosclerosis population (P>0.05), and the prediction model had good calibration ability. Conclusion Serum RBP4, LDLC/Alb, and MHR are positively correlated with carotid atherosclerosis and plaque stability, and can predict the occurrence of AIS. Combined detection of the three can be used as a method for early identification of potential high-risk populations for AIS, providing a new, quantifiable guidance scheme for the prevention and treatment of AIS in carotid atherosclerotic population.