A Nomogram for Predicting Portal Hypertensive Gastropathy in Patients With Liver Cirrhosis: A Retrospective Analysis

Frontiers in Medicine

article

WenSheng Wang¹  ZhiYong Mu¹  GuangXi Zhu¹  Tao Wang¹  ShuJie Lai¹  Yan Guo¹  XinRu Yin¹  LiangZhi Wen¹  DongFeng Chen¹ 

[1] Department of Gastroenterology, Daping Hospital, Army Medical University

关键词: cirrhosis;    portal hypertensive gastropathy;    logistic regression;    nomogram;    predictors;   

DOI  :  10.3389/fmed.2022.834159

学科分类：社会科学、人文和艺术（综合）

来源: Frontiers

【 摘 要 】

Background There is an urgent need for non-invasive methods for predicting portal hypertensive gastropathy (PHG). This study aims to develop and validate a non-invasive method based on clinical parameters for predicting PHG in patients with liver cirrhosis (LC). Methods The overall survival (OS) and hepatocellular carcinoma (HCC)-free survival were evaluated in LC patients, both with and without PHG. A prediction model for PHG was then constructed based on a training dataset that contained data on 492 LC patients. The discrimination, calibration, and clinical utility of the predicting nomogram were assessed using the C-index, calibration plot, and decision curve analysis. Internal validation was conducted using a bootstrapping method, and further external validation using data on the 208 other patients. Results LC patients with PHG had a worse prognosis compared with those without PHG. A nomogram was constructed using clinical parameters, such as age, hemoglobin content, platelet count and Child-Pugh class. The C-index was 0.773 (95% CI: 0.730–0.816) in the training cohort, 0.761 after bootstrapping and 0.745 (95% CI: 0.673–0.817) in the validation cohort. The AUC values were 0.767, 0.724, and 0.756 in the training, validation and total cohorts, respectively. Well-fitted calibration curves were observed in the training and validation cohorts. Decision curve analysis demonstrated that the nomogram was clinically useful at a threshold of 15%. Conclusion The nomogram constructed to predict the risk of developing PHG was found to be clinically viable. Furthermore, PHG is an independent risk factor for OS of LC, but not for the occurrence of HCC.

【 授权许可】

CC BY