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中性粒细胞与淋巴细胞比值和CHA2DS2-VASc评分对非瓣膜性房颤患者心源性脑栓塞的联合预测价值

Combined Predictive Value of Neutrophil-to-Lymphocyte Ratio and CHA2DS2-VASc Score for Cardiogenic Cerebral Embolism in NVAF Patients.

作者信息

Hu Jie, Wang Jing-Jing, Wang Long, Cao Yong-Hong, Wu Jun-Cang

机构信息

Department of Neurology, Hefei Hospital Affiliated to Anhui Medical University (The Second People's Hospital of Hefei), Hefei, Anhui, 230011, People's Republic of China.

The Fifth Clinical Medical College of Anhui Medical University, Hefei, Anhui, 230032, People's Republic of China.

出版信息

Int J Gen Med. 2025 Jun 27;18:3489-3499. doi: 10.2147/IJGM.S523480. eCollection 2025.

Abstract

AIM

This study aimed to determine the identification role of neutrophil-to-lymphocyte ratio (NLR) combined with CHA2DS2-VASC score for cardiogenic cerebral embolism (CCE) in acute ischemic stroke patients with non-valvular atrial fibrillation (NVAF).

METHODS

From January 2019 to August 2024, a total of 402 acute ischemic stroke patients with NVAF were enrolled in this retrospective study and were divided according to the occurrence of CCE into the CCE or non-CCE groups. Clinical data were collected from both groups, which included demographic data, medical history, CHA2DS2-VASC score, and laboratory tests (blood cell counts and blood biochemistry indicators). A predictive model based on blood indexes and the CHA2DS2-VASC score was constructed using least absolute shrinkage and selection operator (LASSO) regression analysis.

RESULTS

Multiple regression analysis showed that the CHA2DS2-VASc score (OR = 2.95, 95% CI = 2.19-3.99, p < 0.001), white blood count (OR = 1.43, 95% CI = 1.15-1.78, p = 0.001), neutrophil-to-lymphocyte ratio (NLR; OR = 1.63, 95% CI = 1.29-2.05, p < 0.001), and D-dimer levels (OR = 1.56, 95% CI = 1.15-2.12, p = 0.005) were independent risk factors for CCE. Spearman correlation analysis showed that NLR and the CHA2DS2-VASc score had a significant positive correlation (R = 0.449, p < 0.001). The area under the receiver operating characteristic (ROC) curve (AUC) for NLR and the CHA2DS2-VASc score were 0.869 (95% CI = 0.843-0.901) and 0.859 (95% CI = 0.820-0.898), respectively. A composite index for distinguishing CCE risk was constructed using LASSO regression analysis, which yielded an AUC value of 0.924 (95% CI = 0.898-0.950).

CONCLUSION

NLR is an independent risk factor for CCE in NVAF patients, and combining it with CHA2DS2-VASC score provides a more useful composite index for identifying the CCE risk of patients with NVAF. This composite score may serve as a promised tool in clinical workflows, and it could even contribute to individualized anticoagulation strategies by identifying high-risk patients who may benefit from more positive preventive methods.

摘要

目的

本研究旨在确定中性粒细胞与淋巴细胞比值(NLR)联合CHA2DS2-VASC评分对非瓣膜性心房颤动(NVAF)急性缺血性卒中患者心源性脑栓塞(CCE)的识别作用。

方法

2019年1月至2024年8月,本回顾性研究共纳入402例NVAF急性缺血性卒中患者,根据是否发生CCE分为CCE组和非CCE组。收集两组患者的临床资料,包括人口统计学数据、病史、CHA2DS2-VASC评分以及实验室检查(血细胞计数和血液生化指标)。采用最小绝对收缩和选择算子(LASSO)回归分析构建基于血液指标和CHA2DS2-VASC评分的预测模型。

结果

多元回归分析显示,CHA2DS2-VASc评分(OR = 2.95,95%CI = 2.19 - 3.99,p < 0.001)、白细胞计数(OR = 1.43,95%CI = 1.15 - 1.78,p = 0.001)、中性粒细胞与淋巴细胞比值(NLR;OR = 1.63,95%CI = 1.29 - 2.05,p < 0.001)和D-二聚体水平(OR = 1.56,95%CI = 1.15 - 2.12,p = 0.005)是CCE的独立危险因素。Spearman相关性分析显示,NLR与CHA2DS2-VASc评分呈显著正相关(R = 0.449,p < 0.001)。NLR和CHA2DS2-VASc评分的受试者工作特征(ROC)曲线下面积(AUC)分别为0.869(95%CI = 0.843 - 0.901)和0.859(95%CI = 0.820 - 0.898)。采用LASSO回归分析构建用于区分CCE风险的综合指数,其AUC值为0.924(95%CI = 0.898 - 0.950)。

结论

NLR是NVAF患者发生CCE的独立危险因素,将其与CHA2DS2-VASC评分相结合可为识别NVAF患者的CCE风险提供更有用的综合指数。该综合评分可能成为临床工作流程中有前景的工具,甚至可通过识别可能从更积极预防方法中获益的高危患者,为个体化抗凝策略提供帮助。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/577c/12212071/6e87391dd3d9/IJGM-18-3489-g0001.jpg

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