基于倾向性评分匹配法的急性缺血性脑卒中患者复发的影响因素分析
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山西省重点研发计划项目(201903D321226,2021XM14)


Influencing factors analysis of recurrence in acute ischemic stroke based on propensity score matching
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    摘要:

    目的 基于倾向性评分匹配法分析急性缺血性脑卒中的复发影响因素。方法 选取 2021 年 1— 7 月山西省心血管病医院收治的出院第一诊断为急性缺血性脑卒中的 913 例患者为研究对 象。根据是否出现新发梗死灶分为复发组(n=276)和非复发组(n=637),匹配前对两组患者的一般资料 进行比较。采用倾向性评分匹配法对两组差异有统计学意义的一般资料进行2次匹配,比例设置为1∶1 和 1∶2,卡钳值均为 0.02。第 1 次匹配后复发组和非复发组均纳入 273 例患者。第 2 次匹配复发组纳 入 265 例患者,非复发组纳入 528 例患者。采用多因素逐步 Logistic 回归模型分析急性缺血性脑卒中患 者复发的影响因素。结果 匹配前复发组与非复发组的年龄、性别、吸烟、饮酒情况比较,差异有统计 学意义(P< 0.05)。第 2 次匹配后两组患者的年龄、性别、吸烟、饮酒情况比较,差异无统计学意义(P> 0.05)。第 1 次匹配后,多因素逐步 Logistic 回归分析显示,高血压病(OR=1.868,95%CI=1.251~2.790)、 糖尿病(OR=1.589,95%CI=1.063~2.375)、收缩压(OR=0.983,95%CI=0.972~0.994)、低密度脂蛋白(OR= 0.793,95%CI=0.639~0.983)、同 型 半 胱 氨 酸(OR=0.984,95%CI=0.970~0.997)、D- 二 聚 体(OR=2.537, 95%CI=1.477~4.357)是急性缺血性脑卒中患者复发的影响因素(P< 0.05)。第 2 次匹配后,多因素逐 步 Logistic 回归分析显示,高血压病(OR=1.904,95%CI=1.344~2.698)、糖尿病(OR=1.637,95%CI= 1.157~2.315)、甘油三酯(OR=0.800,95%CI=0.644~0.995)、低密度脂蛋白(OR=0.776,95%CI= 0.629~0.958)、同型半胱氨酸(OR=0.987,95%CI=0.975~0.999)、D- 二聚体(OR=1.515,95%CI= 1.160~1.977)为急性缺血性脑卒中患者复发的影响因素(P< 0.05)。结论 急性缺血性脑卒中复发风 险因素包括高血压病、糖尿病、低密度脂蛋白、同型半胱氨酸、D- 二聚体。

    Abstract:

    Objective To analyze the recurrence influencing factors of acute ischemic stroke based on propensity score matching. Methods A total of 913 patients with first diagnosis as acute ischemic stroke who were discharged from Shanxi Cardiovascular Hospital from January to July 2021 were selected as the research subjects. The patients were divided into recurrent group (n=276) and non-recurrent group (n=637) based on the presence of new infarcts. The general data of the two groups were compared before matching. The propensity score matching method was used to match the general data with statistically significant differences between the two groups, with a ratio of 1∶1 and 1∶2, and a caliper value of 0.02. After 1st matching, both the recurrent and non-recurrent groups consist of 273 patients. 265 patients were included in the recurrent group and 528 patients were included in the non-recurrent group in the 2nd match.Multivariate Logistic regression model was used to analyze the influencing factors of recurrence in patients with acute ischemic stroke. Results There was a statistically significant difference in age, gender, smoking, and alcohol consumption between the recurrent group and non-recurrent group before matching (P < 0.05). After twice matches, there was no statistically significant difference in age, gender, smoking, and alcohol consumption between the two groups of patients (P > 0.05). The 1st multivariate stepwise Logistic regression analysis showed that hypertension (OR=1.868, 95%CI=1.251-2.790), diabetes (OR=1.589, 95%CI=1.063-2.375), systolic pressure(OR=0.983,95%CI=0.972-0.994), low-density lipoprotein (OR=0.793, 95%CI=0.639-0.983), homocysteine (OR=0.984, 95%CI=0.970-0.997), D-dimer (OR=2.537, 95%CI=1.477- 4.357) were recurrence influencing factors in patients with acute ischemic stroke. After the 2nd matching, multivariate stepwise Logistic regression analysis showed that hypertension (OR=1.904, 95%CI=1.344-2.698), diabetes (OR=1.637, 95%CI=1.157-2.315), triglycerides (OR=0.800, 95%CI=0.644-0.995), low-density lipoprotein (OR=0.776, 95%CI=0.629-0.958), homocysteine (OR=0.987, 95%CI=0.975-1.000), and D-dimer (OR=1.515, 95%CI=1.160-1.977) were influencing factors for recurrence in patients with acute ischemic stroke (P < 0.05). Conclusions The recurrence influencing factors of acute ischemic stroke include hypertension, diabetes mellitus, low density lipoprotein, homocysteine, and D-dimer.

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丁晓波,莫秋红,张岩波,李伟荣.基于倾向性评分匹配法的急性缺血性脑卒中患者复发的影响因素分析[J].神经疾病与精神卫生,2023,23(5):
DOI :10.3969/j. issn.1009-6574.2023.05.002.

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  • 在线发布日期: 2023-06-19