Establishment and evaluation of a model for predicting 3-month mortality in Chinese patients with hepatic encephalopathy

被引:11
作者
Cui, Yanping [1 ]
Guan, Shan [1 ]
Ding, Jie [2 ]
He, Yukai [1 ]
Li, Qingfang [1 ]
Wang, Sikui [1 ]
Sun, Huiling [3 ]
机构
[1] Liaocheng Peoples Hosp, Dept Liver Dis, Liaocheng, Peoples R China
[2] Liaocheng Peoples Hosp, Cent Lab, Liaocheng, Peoples R China
[3] Liaocheng Peoples Hosp, Dept Gastroenterol, Liaocheng 252004, Peoples R China
关键词
Hepatic encephalopathy; Mortality; Prognosis; MELD score; Child-Turcotte-Pugh score; LIVER-DISEASE; MELD SCORE; CIRRHOSIS; SURVIVAL; PROGNOSIS; ALBUMIN; BURDEN;
D O I
10.1007/s11011-018-0333-0
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Hepatic encephalopathy (HE) is a serious complication of liver disease. To establish a model for predicting 3-month mortality in patients with HE in China. This retrospective study included 609 patients with HE admitted to the Peoples' Hospital, Liaocheng City, China (August 2006 to January 2016). Patients were allocated to a modeling (n=409) or validation (n=200) group. Demographic/clinical characteristics, laboratory test results, Model for End Stage Liver Disease (MELD) score and Child-Turcotte-Pugh (CTP) score were extracted from medical records. A model for predicting death within 3months after admission was established using logistic regression analysis (modeling group). Model validity (validation group) was assessed using receiver operating characteristic (ROC) curve analysis. 270/409(66.0%) patients died in the modeling group and 142/203(70.0%) died in the validation group. Compared with survivors, patients who died had more severe HE, and higher MELD score, CTP score, incidence of complications including hepatorenal syndrome (HRS) and upper gastrointestinal bleeding, and values for laboratory parameters including red blood cell count(RBC) and total bilirubin(TBIL)(P<0.05). Regression analysis revealed RBC, TBIL, HE stage, HRS and upper gastrointestinal bleeding as independent factors associated with death (P<0.05). The area under the ROC curve (AUC) for the model was 0.931.The model had a higher Youden index than MELD or CTP scores and predicted death in the validation group with a sensitivity of 83.1% and specificity of 93.4%. The established model has superior performance to MELD and CTP scores for predicting mortality in patients with HE.
引用
收藏
页码:213 / 221
页数:9
相关论文
共 29 条
[21]   Effects of intravenous albumin in patients with cirrhosis and episodic hepatic encephalopathy: A randomized double-blind study [J].
Simon-Talero, Macarena ;
Garcia-Martinez, Rita ;
Torrens, Maria ;
Augustin, Salvador ;
Gomez, Susana ;
Pereira, Gustavo ;
Guevara, Monica ;
Gines, Pere ;
Soriano, German ;
Roman, Eva ;
Sanchez-Delgado, Jordi ;
Ferrer, Roser ;
Nieto, Juan C. ;
Sunye, Pilar ;
Fuentes, Inma ;
Esteban, Rafael ;
Cordoba, Juan .
JOURNAL OF HEPATOLOGY, 2013, 59 (06) :1184-1192
[22]   Model for End-stage Liver Disease [J].
Singal, Ashwani K. ;
Kamath, Patrick S. .
JOURNAL OF CLINICAL AND EXPERIMENTAL HEPATOLOGY, 2013, 3 (01) :50-60
[23]   In-Hospital Mortality and Economic Burden Associated With Hepatic Encephalopathy in the United States From 2005 to 2009 [J].
Stepanova, Maria ;
Mishra, Alita ;
Venkatesan, Chapy ;
Younossi, Zobair M. .
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2012, 10 (09) :1034-+
[24]   Hepatic encephalopathy as a predictor of survival in patients with end-stage liver disease [J].
Stewart, Charmaine A. ;
Malinchoc, Michael ;
Kim, W. Ray ;
Kamath, Patrick S. .
LIVER TRANSPLANTATION, 2007, 13 (10) :1366-1371
[25]   Evaluation and Management of Hepatic Encephalopathy: Current Status and Future Directions [J].
Suraweera, Duminda ;
Sundaram, Vinay ;
Saab, Sammy .
GUT AND LIVER, 2016, 10 (04) :509-519
[26]   Hepatic Encephalopathy in Chronic Liver Disease: 2014 Practice Guideline by the American Association for the Study of Liver Diseases and the European Association for the Study of the Liver [J].
Vilstrup, Hendrik ;
Amodio, Piero ;
Bajaj, Jasmohan ;
Cordoba, Juan ;
Ferenci, Peter ;
Mullen, Kevin D. ;
Weissenborn, Karin ;
Wong, Philip .
HEPATOLOGY, 2014, 60 (02) :715-735
[27]   Clinical trial: the effect of somatostatin vs. octreotide in preventing post-endoscopic increase in hepatic venous pressure gradient in cirrhotics with bleeding varices [J].
Vlachogiannakos, J. ;
Kougioumtzian, A. ;
Triantos, C. ;
Viazis, N. ;
Sgouros, S. ;
Manolakopoulos, S. ;
Saveriadis, A. ;
Markoglou, C. ;
Economopoulos, T. ;
Karamanolis, D. G. .
ALIMENTARY PHARMACOLOGY & THERAPEUTICS, 2007, 26 (11-12) :1479-1487
[28]   Neurological and neuropsychiatric syndromes associated with liver disease [J].
Weissenborn, K ;
Bokemeyer, M ;
Krause, J ;
Ennen, J ;
An, B .
AIDS, 2005, 19 :S93-S98
[29]   Prognostic index of cirrhotic patients with hepatic encephalopathy with and without hepatocellular carcinoma [J].
Yoneyama, K ;
Nebashi, Y ;
Kiuchi, Y ;
Shibata, M ;
Mitamura, K .
DIGESTIVE DISEASES AND SCIENCES, 2004, 49 (7-8) :1174-1180