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[肝硬化门静脉血栓形成合并食管胃静脉曲张出血的危险因素及列线图模型构建]

[Risk factors and construction of a nomogram model for cirrhotic portal vein thrombosis combined with esophagogastric variceal bleeding].

作者信息

Shen Y, Zhao Z B, Li X, Chen L, Yuan H

机构信息

The First Clinical Medical College of Lanzhou University, Lanzhou 730000, China Department of Infectious Diseases, Xi 'an Central Hospital, Xi 'an 710004, China.

Department of Infectious Diseases, the First Hospital of Lanzhou University, Lanzhou 730000, China.

出版信息

Zhonghua Gan Zang Bing Za Zhi. 2023 Oct 20;31(10):1035-1042. doi: 10.3760/cma.j.cn501113-20220712-00377.

Abstract

To investigate the risk factors and construct a nomogram model for predicting the occurrence of cirrhotic portal vein thrombosis in patients combined with esophagogastric variceal bleeding (EVB). Clinical data on 416 cirrhotic PVT cases was collected from the First Hospital of Lanzhou University between January 2016 and January 2022. A total of 385 cases were included after excluding 31 cases for retrospective analysis. They were divided into an esophagogastric variceal bleeding group and a non-esophagogastric variceal bleeding group based on the clinical diagnosis. The esophagogastric variceal group was then further divided into an EVB group and a non-bleeding group. All patients underwent gastroscopy, serology, and imaging examinations. The risk factors of PVT combined with EVB were identified by univariate analysis using SPSS 26. The prediction model of cirrhotic PVT in patients combined with EVB was constructed by R 4.0.4. The prediction efficiency and clinical benefits of the model were evaluated by the C-index, area under the receiver operating characteristic curve, calibration plots, and decision curve. The measurement data were examined by a -test or Mann-Whitney test. The counting data were tested using the (2) test or the Fisher exact probability method. There were statistically significant differences in the etiology, Child-Pugh grade,erythrocyte count, hematocrit, globulin, and serum lipids between the esophageal and non-esophageal varices groups ( < 0.05). There were statistically significant differences in etiology, erythrocyte count, hemoglobin, hematocrit, neutrophil percentage, total protein, globulin, albumin/globulin, urea, high-density lipoprotein cholesterol, calcium, and neutrophil lymphocyte ratio (NLR) between the EVB and non-bleeding groups ( < 0.05). Multivariate logistic regression analysis showed that etiology ( = 3.287, 95% : 1.497 ~ 7.214), hematocrit ( = 0.897, 95% : 0.853 ~ 0.943), and high-density lipoprotein cholesterol ( = 0.229, 95% : 0.071 ~ 0.737) were independent risk factors for cirrhotic PVT patients combined with EVB. The constructed normogram model predicted the probability of bleeding in patients. The nomogram model had shown good consistency and differentiation (AUC = 0.820, 95% : 0.707 ~ 0.843), as verified by 10-fold cross-validation (C-index = 0.799) and the Hosmer-Lemeshow goodness of fit test ( = 0.915). The calibration plot and the decision curve suggested that the prediction model had good stability and clinical practicability. The risk factors for EVB occurrence include etiology, erythrocyte, hemoglobin, hematocrit, percentage of neutrophils, total protein, globulin, albumin/globulin, urea, high-density lipoprotein cholesterol, calcium, and NLR in patients with cirrhotic liver. The constructed prediction model has good predictive value, and it can provide a reference for medical personnel to screen patients with high bleeding risk for targeted treatment.

摘要

探讨合并食管胃静脉曲张破裂出血(EVB)患者肝硬化门静脉血栓形成的危险因素并构建列线图模型。收集2016年1月至2022年1月兰州大学第一医院416例肝硬化门静脉血栓形成患者的临床资料。排除31例后,共纳入385例进行回顾性分析。根据临床诊断将其分为食管胃静脉曲张破裂出血组和非食管胃静脉曲张破裂出血组。食管胃静脉曲张组再进一步分为EVB组和未出血组。所有患者均接受胃镜、血清学及影像学检查。使用SPSS 26通过单因素分析确定PVT合并EVB的危险因素。使用R 4.0.4构建合并EVB患者肝硬化PVT的预测模型。通过C指数、受试者工作特征曲线下面积、校准图和决策曲线评估模型的预测效率和临床效益。计量资料采用t检验或Mann-Whitney检验。计数资料采用χ²检验或Fisher确切概率法检验。食管静脉曲张组和非食管静脉曲张组在病因、Child-Pugh分级、红细胞计数、血细胞比容、球蛋白和血脂方面存在统计学差异(P<0.05)。EVB组和未出血组在病因、红细胞计数、血红蛋白、血细胞比容、中性粒细胞百分比、总蛋白、球蛋白、白蛋白/球蛋白、尿素、高密度脂蛋白胆固醇、钙和中性粒细胞淋巴细胞比值(NLR)方面存在统计学差异(P<0.05)。多因素logistic回归分析显示,病因(OR = 3.287,95%CI:1.4977.214)、血细胞比容(OR = 0.897,95%CI:0.8530.943)和高密度脂蛋白胆固醇(OR = 0.229,95%CI:0.0710.737)是合并EVB的肝硬化PVT患者的独立危险因素。构建的列线图模型预测了患者出血的概率。经10倍交叉验证(C指数=0.799)和Hosmer-Lemeshow拟合优度检验(P = 0.915)验证,列线图模型显示出良好的一致性和区分度(AUC = 0.820,95%CI:0.7070.843)。校准图和决策曲线表明该预测模型具有良好的稳定性和临床实用性。肝硬化患者EVB发生的危险因素包括病因、红细胞、血红蛋白、血细胞比容、中性粒细胞百分比、总蛋白、球蛋白、白蛋白/球蛋白、尿素、高密度脂蛋白胆固醇、钙和NLR。构建的预测模型具有良好的预测价值,可为医务人员筛查出血风险高的患者进行针对性治疗提供参考。

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