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急性胰腺炎合并左侧门静脉高压的危险因素分析及预测模型构建

Analysis of risk factors for acute pancreatitis complicated with pancreatic sinistral portal hypertension and construction of predictive model.

作者信息

Zhao Xin, Mao Tian-Yang, Jiang Kang-Yi, Xie Qing-Yun, Yang Jie, Du Bo, Wang Zhi-Xu, Fu Jin-Qiang, Gao Feng-Wei, Lei Ze-Hua

机构信息

Department of Hepatopancreatobiliary Surgery, The People's Hospital of Leshan, Leshan, Sichuan, China.

Diagnosis and Treatment Center for Liver, Gallbladder, Pancreas and Spleen System Diseases of Leshan, Leshan, Sichuan, China.

出版信息

Front Physiol. 2024 Jan 8;14:1256615. doi: 10.3389/fphys.2023.1256615. eCollection 2023.

Abstract

Pancreatic sinistral portal hypertension (PSPH) is a common complication of acute pancreatitis (AP) and can cause massive gastrointestinal bleeding, which is one of the causes of AP-related mortality. However, there is currently no predictive model for AP concurrent with PSPH. This study aimed to identify the risk factors for AP concurrent with PSPH and use these factors to build a related predictive model. We collected clinical data from 282 patients with AP. 192 patients were used as a training group and 90 patients as a validation group. Univariate and multivariate analyses were used to identify independent risk factors for AP complicated with PSPH, and then a nomogram was established. The models are cross verification and Internal verification. The predictive ability and accuracy of the model were evaluated based on the working curve of the subjects and the calibration curve, respectively. The clinical value of the model was evaluated using decision curve analysis (DCA). The univariate analysis revealed significant differences in the occurrence of PSPH with respect to sex, recurrent AP, history of hypertension, smoking history, patency of the splenic vein, pancreatic necrosis or pancreatic pseudocyst formation, the most significant site of pancreatic swelling, presence of a Dmure D polymer, MCTSI, and involvement of lipase and amylase. The logistic multivariate regression analysis showed that male sex, splenic-vein stenosis or occlusion and swelling were located in the body-tail, and MCTSI was an independent risk factor for PSPH. The nomogram and ROC curve were constructed. The area under the working curve of the subjects was 0.91, and the sensitivity and specificity were 82.5% and 89.1%, respectively. In the validation group, the C-index is 0.826. The nomogram was internally validated using 1,000 bootstrap samples, and the c-index was 0.898. The calibration curve demonstrated that the predicted probability was concordant with the observed probability, and the DCA confirmed that the model had robust clinical utility. Male sex, splenic-vein stenosis or occlusion, recurrent AP, and swelling are located in the body-tail, and MCTSI is an independent risk factor for the occurrence of PSPH. The predictive model developed for AP complicated with PSPH may serve toward developing preventive and therapeutic approaches for PSPH.

摘要

胰源性左侧门静脉高压(PSPH)是急性胰腺炎(AP)的常见并发症,可导致大量胃肠道出血,这是AP相关死亡的原因之一。然而,目前尚无AP并发PSPH的预测模型。本研究旨在确定AP并发PSPH的危险因素,并利用这些因素建立相关预测模型。我们收集了282例AP患者的临床资料。192例患者作为训练组,90例患者作为验证组。采用单因素和多因素分析确定AP合并PSPH的独立危险因素,然后建立列线图。模型进行交叉验证和内部验证。分别根据受试者工作曲线和校准曲线评估模型的预测能力和准确性。采用决策曲线分析(DCA)评估模型的临床价值。单因素分析显示,PSPH的发生在性别、复发性AP、高血压病史、吸烟史、脾静脉通畅情况、胰腺坏死或胰腺假性囊肿形成、胰腺肿胀最显著部位、D-二聚体的存在、MCTSI以及脂肪酶和淀粉酶的累及方面存在显著差异。多因素logistic回归分析显示,男性、脾静脉狭窄或闭塞以及肿胀位于体尾部和MCTSI是PSPH的独立危险因素。构建了列线图和ROC曲线。受试者工作曲线下面积为0.91,敏感性和特异性分别为82.5%和89.1%。在验证组中,C指数为0.826。使用1000个自抽样样本对列线图进行内部验证,c指数为0.898。校准曲线表明预测概率与观察概率一致,DCA证实该模型具有强大的临床实用性。男性、脾静脉狭窄或闭塞以及复发性AP和肿胀位于体尾部和MCTSI是PSPH发生的独立危险因素。为AP合并PSPH建立的预测模型可能有助于制定PSPH的预防和治疗方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a880/10801064/7801f5d61164/fphys-14-1256615-g001.jpg

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