Objective: To investigate the changes in serum lactate dehydrogenase(LDH)-to-albumin(Alb) ratio(LAR), histone deacetylase 3(HDAC3), and CC chemokine ligand 20(CCL20) levels in patients with different subtypes of acute ischemic stroke(AIS), and to explore their relationship with early neurological deterioration(END) as well as their predictive value. Methods: A total of 161 patients with AIS admitted to our hospital from February 2023 to August 2024 were enrolled. According to whether END occurred during the early hospitalization period, patients were divided into an END group and a non-END group. Based on the TOAST classification, patients were further categorized into large-artery atherosclerosis, cardioembolism, small-artery occlusion, stroke of other determined etiology, and stroke of undetermined etiology. Serum LDH and Alb concentrations were measured using an automated biochemical analyzer, and LAR was calculated. Serum HDAC3 and CCL20 levels were detected by ELISA. Multivariate Logistic regression analysis was used to identify factors influencing the occurrence of END. ROC curves were used to assess the predictive value of serum LAR, HDAC3, and CCL20 for END. The combined prediction model was internally validated using the bootstrap method, and DCA was performed to evaluate its clinical utility. Results: Serum LAR, HDAC3, and CCL20 levels in patients with small-artery occlusion were higher than those in other AIS subtypes(P<0.05). Serum HDAC3 and CCL20 levels in patients with cardioembolism were higher than those in patients with large-artery atherosclerosis, stroke of other determined etiology, and stroke of undetermined etiology(P<0.05). Compared with the non-END group, the END group had a higher proportion of internal carotid artery stenosis, higher baseline NIHSS scores, and higher serum LAR, HDAC3, and CCL20 levels(P<0.05). Internal carotid artery stenosis, baseline NIHSS score, and serum LAR, HDAC3, and CCL20 levels were factors influencing the occurrence of END(P<0.05). The AUC of the combined prediction of END by serum LAR, HDAC3, and CCL20 was 0.942, which was superior to each marker alone(Z: 4.322, 3.026, 3.921, P<0.05). Internal validation showed good agreement between the calibration curve and the ideal curve. Within a threshold probability range of 0.04-0.71, the combined model yielded a higher net benefit for predicting END than serum LAR, HDAC3, or CCL20 alone. Conclusion: Serum LAR, HDAC3, and CCL20 levels are closely associated with the occurrence of END in patients with AIS and differ to some extent among different AIS subtypes. The combination of these three markers has high predictive value for END and may provide a reference for early risk assessment in patients with AIS. |
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