内镜下食管胃静脉曲张LDRf分型联合临床特征对急性上消化道出血再出血的预测价值OA
Predictive value of endoscopic LDRf classification combined with clinical features for rebleeding in acute upper gastrointestinal hemorrhage
目的:急性上消化道出血(acute upper gastrointestinal hemorrhage,AUGIB)是临床常见的急危重症,AUGIB再出血是导致患者病情加重、住院时间延长及病死率升高的关键因素.食管胃静脉曲张为AUGIB主要病因之一,内镜下位置、直径、危险因素(location,diameter,risk factors,LDRf)分型可直观反映曲张静脉位置、直径及出血危险因素,但单一分型对再出血的预测效能有限.本研究旨在探讨内镜下食管胃静脉曲张LDRf分型联合关键临床指标对AUGIB患者住院7 d内再出血的预测价值,并构建高效联合预测模型,为临床早期风险分层、制订个体化治疗方案与监测策略提供依据.方法:采用回顾性队列设计,选取2022年10月至2025年10月四川现代医院收治的130例AUGIB患者为研究对象,依据住院7 d内是否发生再出血分为再出血组(34例)与未再出血组(96例).收集2组患者的临床特征资料,包括血红蛋白(hemoglobin,Hb)、白蛋白(albumin,ALB)、纤维蛋白原(fibrinogen,FIB)、D-二聚体(D-dimer,D-D)等;所有患者均完成急诊内镜检查并统一进行LDRf分型,根据危险程度分为0级、低危型、中危型、高危型.采用t检验、χ2检验及秩和检验比较2组指标间的差异;将单因素分析中P<0.05的变量纳入多因素Logistic回归分析,筛选AUGIB再出血的独立影响因素.构建联合预测模型,绘制受试者操作特征(receiver operator characteristic,ROC)曲线以评估LDRf分型联合临床指标对再出血的预测效能,并计算曲线下面积(area under the curve,AUC)、敏感度、特异度及Youden指数.结果:单因素分析显示,再出血组的合并肝硬化占比、静脉曲张破裂出血占比、出血量、D-D水平均显著高于未再出血组,Hb、ALB、FIB水平均显著低于未再出血组(均P<0.05);再出血组的LDRf分型以高危型为主,分型等级显著高于未再出血组(P<0.05).多因素Logistic回归分析显示,肝硬化(OR=1.547,95%CI 1.234~1.943)、静脉曲张破裂出血(OR=2.090,95%CI 1.432~2.708)、出血量(OR=1.850,95%CI 1.145~2.134)、D-D(OR=1.777,95%CI 1.241~2.162)、LDRf高危型(OR=10.098,95%CI 3.652~27.629)均是AUGIB再出血的独立危险因素,而Hb(OR=0.554,95%CI 0.412~0.981)、FIB(OR=0.620,95%CI 0.497~0.873)是独立保护因素(均P<0.05).ROC曲线分析显示,LDRf分型单独预测的AUC为0.782,而LDRf分型联合肝硬化、病因、出血量、Hb、FIB、D-D构建的模型预测的AUC为0.912,敏感度为85.29%,特异度为83.33%,显著高于单一指标预测效能.结论:内镜下LDRf高危型、合并肝硬化、静脉曲张破裂出血、出血量多、D-D升高、Hb和FIB降低与AUGIB再出血密切相关.LDRf分型联合关键临床指标可显著提升对AUGIB再出血的预测效能,有助于快速识别高危患者,尽早实施强化止血、密切监测及个体化干预,降低再出血风险,改善AUGIB患者的预后.
Objective:Acute upper gastrointestinal hemorrhage(AUGIB)is a common clinical emergency,and rebleeding is a key factor leading to worsened condition,prolonged hospitalization,and increased mortality.Esophagogastric varices are a major cause of AUGIB.Endoscopic classification based on location,diameter,and risk factors(LDRf)can visually reflect variceal location,size,and bleeding risk factors,but its predictive efficacy for rebleeding alone is limited.This study aims to evaluate the predictive value of endoscopic LDRf classification combined with key clinical indicators for rebleeding within 7 days of hospitalization in AUGIB patients and to construct an efficient combined predictive model to guide early risk stratification,individualized treatment,and monitoring. Methods:A retrospective cohort study was conducted,including 130 AUGIB patients admitted to the Modern Hospital of Sichuan from October 2022 to October 2025.Patients were divided into a rebleeding group(n=34)and a non-rebleeding group(n=96)according to the occurrence of rebleeding within 7 d of hospitalization.Clinical features collected included hemoglobin(Hb),albumin(ALB),fibrinogen(FIB),D-dimer(D-D),and other relevant variables.All patients underwent emergency endoscopy and were classified using LDRf according to bleeding risk:grade 0,low-risk,moderate-risk,and high-risk.Differences between groups were analyzed using t-tests,chi-square test,and rank-sum test.Variables with P<0.05 in univariate analysis were included in multivariate logistic regression to identify independent predictors of rebleeding.A combined predictive model was constructed,and receiver operating characteristic(ROC)curves were plotted to assess the predictive performance of LDRf classification combined with clinical indicators,with calculation of area under the curve(AUC),sensitivity,specificity,and Youden index. Results:Univariate analysis showed that the rebleeding group had significantly higher proportions of cirrhosis,variceal rupture bleeding,bleeding volume,and D-D levels,and significantly lower Hb,ALB,and FIB levels than the non-rebleeding group(all P<0.05).LDRf classification in the rebleeding group was predominantly high-risk,with significantly higher grades than the non-rebleeding group(P<0.05).Multivariate logistic regression indicated that cirrhosis(OR=1.547,95%CI 1.234 to 1.943),variceal rupture bleeding(OR=2.090,95%CI 1.432 to 2.708),bleeding volume(OR=1.850,95%CI 1.145 to 2.134),D-D(OR=1.777,95%CI 1.241 to 2.162),and high-risk LDRf(OR=10.098,95%CI 3.652 to 27.629)were independent risk factors for AUGIB rebleeding,while Hb(OR=0.554,95%CI 0.412 to 0.981)and FIB(OR=0.620,95%CI 0.497 to 0.873)were independent protective factors(all P<0.05).ROC curve analysis showed that LDRf classification alone had an AUC of 0.782,whereas the combined model incorporating LDRf classification,cirrhosis,etiology,bleeding volume,Hb,FIB,and D-D yielded an AUC of 0.912,with a sensitivity of 85.29%and specificity of 83.33%,significantly higher than the predictive performance of a single indicator. Conclusion:High-risk LDRf classification,cirrhosis,variceal rupture bleeding,larger bleeding volume,elevated D-D,and decreased Hb and FIB are closely associated with AUGIB rebleeding.LDRf classification combined with key clinical indicators significantly improves prediction of rebleeding,facilitating rapid identification of high-risk patients,early implementation of intensified hemostasis,close monitoring,and individualized interventions to reduce rebleeding risk and improve outcomes.
李晓静;黄丽;莫波;沈才飞
四川现代医院消化内科,成都 610212成都大学附属医院消化内科,成都 610031西部战区总医院消化内科,成都 610083成都中医药大学附属医院消化内科,成都 610075
医药卫生
急性上消化道出血再出血LDRf分型食管胃静脉曲张临床特征预测模型危险因素
acute upper gastrointestinal hemorrhagerebleedingLDRf classificationesophagogastric varicesclinical featurespredictive modelrisk factors
《临床与病理杂志》 2026 (4)
543-552,10
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