食管静脉曲张患者内镜诊疗过程中血栓头脱落出血的危险因素分析及风险预测模型构建
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解放军联勤保障部队第九六〇医院 消化内科,山东 济南 250031

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李文波,E-mail:wenboligood1974@sina.com

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Analysis of risk factors of bleeding caused by thrombus head shedding in patients with esophageal varices during endoscopic diagnosis and treatment and construction of nomogram prediction model
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Department of Gastroenterology, the 960th Hospital of Joint Logistics Support Force, Jinan, Shandong 250031, China

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    摘要:

    目的 探讨食管静脉曲张患者内镜诊疗过程中血栓头脱落出血的危险因素,并构建其风险预测模型。方法 回顾性分析2009年2月-2024年7月该院行内镜检查发现食管静脉曲张伴血栓头形成的患者209例,根据内镜诊疗过程中是否发生血栓头脱落出血,分为:未脱落组(186例)和脱落组(23例)。比较两组患者临床特征和内镜特征,将单因素分析中差异有统计学意义的因素纳入多因素Logistic回归分析,探讨其独立危险因素。通过R语言软件构建列线图风险预测模型,并评价其预测效能。结果 多因素Logistic回归分析显示,血栓头颜色为红色(OR^ = 6.231,95%CI:1.748~22.208)、血栓头直径 ≥ 3 mm(OR^ = 4.355,95%CI:1.341~14.144)、血栓头形状为锥形(OR^ = 8.555,95%CI:2.427~30.154)和胃内存在积血(OR^ = 7.079,95%CI:1.665~30.103)是内镜诊治过程中血栓头发生脱落出血的独立危险因素。Nomogram列线图预测模型的敏感度为0.870(95%CI:0.732~1.000),特异度为0.887(95%CI:0.842~0.933)。结论 血栓头颜色为红色、形状为锥形、直径 ≥ 3mm和胃内有积血是影响内镜诊疗过程中血栓头脱落出血的独立危险因素,应针对以上因素及时干预,以预防术中血栓头脱落出血。

    Abstract:

    Objective To investigate the risk factors of thrombus head shedding and bleeding during endoscopic treatment of patients with esophageal varices veins, and build a risk prediction model.Methods 209 cases of esophageal varices with thrombus head found by endoscopy from February 2009 to July 2024 were retrospectively analyzed, and divided into non-shedding group (n = 186) and shedding group (n = 23) according to whether thrombus head shedding bleeding occurred during endoscopic treatment. Clinical and endoscopic data of the two groups were compared. Statistically significant factors were included in multivariate Logistic regression analysis and their independent risk factors were explored. A nomogram risk prediction model was constructed by R software, and its prediction efficiency was evaluated.Results Multivariate Logistic regression analysis showed that red thrombus head (OR^ = 6.231, 95%CI: 1.748~22.208), thrombus head diameter ≥ 3 mm (OR^ = 4.355, 95%CI: 1.341 ~ 14.144), conical thrombus head (OR^ = 8.555, 95%CI: 2.427 ~ 30.154), and the presence of hematoma in the stomach (OR^ = 7.079, 95%CI: 1.665 ~ 30.103) were risk factors for bleeding after thrombus head shedding during endoscopic diagnosis and treatment. A nomogram prediction model was constructed with a sensitivity of 0.870 (95%CI: 0.732 ~ 1.000) and a specificity of 0.887 (95%CI: 0.842 ~ 0.933).Conclusion The thrombus head being red, conical in shape, with a diameter of ≥ 3 mm and the presence of hematoma in the stomach are independent risk factors for thrombus head shedding and bleeding during endoscopic diagnosis and treatment. Timely intervention should be made for the above factors to benefit patients.

    图1 预测食管静脉曲张患者内镜诊疗过程中血栓头脱落出血风险的列线图Fig.1 A nomogram predicting the risk of bleeding of thrombus head shedding during endoscopy in patients with esophageal varices
    图2 列线图的ROC curveFig.2 ROC curve of the nomogram
    图3 列线图的校准图Fig.3 Calibration curve of the nomogram
    表 1 两组患者临床特征比较Table 1 Comparison of clinical characteristics between the two groups
    表 2 两组患者内镜特征比较Table 2 Comparison of endoscopic characteristics between the two groups
    表 3 影响食管静脉曲张患者内镜诊疗过程中血栓头发生脱落出血的多因素Logistic回归分析Table 3 Multivariate Logistic regression analysis of factors affecting the bleeding of thrombus head shedding during endoscopy in patients with esophageal varices
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王明辉,刘晓峰,李群,王静,李文波.食管静脉曲张患者内镜诊疗过程中血栓头脱落出血的危险因素分析及风险预测模型构建[J].中国内镜杂志,2025,31(7):25-30

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  • 收稿日期:2024-09-24
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  • 在线发布日期: 2025-08-06
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