Development and external validation of a prognostic nomogram for acute decompensation of chronic hepatitis B cirrhosis

被引:13
作者
Gao, Fangyuan [1 ]
Li, Xiaoshu [1 ]
Wan, Gang [2 ]
Li, Yuxin [1 ]
Zhang, Qun [1 ]
Liu, Yao [1 ]
Liu, Huimin [1 ]
Li, Hai [3 ]
Wang, Xianbo [1 ]
机构
[1] Capital Med Univ, Beijing Ditan Hosp, Ctr Integrat Med, Beijing, Peoples R China
[2] Capital Med Univ, Beijing Ditan Hosp, Stat Room, Beijing, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Med, Ren Ji Hosp, Dept Gastroenterol, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Chronic liver disease; Chronic hepatitis B; Nomogram; Prognosis; CHRONIC LIVER-FAILURE; ORGAN FAILURE; SURVIVAL; ENCEPHALOPATHY; MORTALITY; SCORE; INFECTIONS; MANAGEMENT; SEPSIS; MODEL;
D O I
10.1186/s12876-018-0911-y
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BackgroundAcute decompensation (AD) has been shown to be associated with a high mortality rate for cirrhosis patients. This study aimed to develop a prognostic nomogram to evaluating the individual prognosis for AD of cirrhosis in chronic hepatitis B (CHB).MethodsThe nomogram was developed using data from a retrospective study on 509 patients hospitalized for AD of CHB cirrhosis from October 2008 to February 2014 at the Beijing Ditan Hospital, Capital Medical University. The predictive accuracy, discriminative ability, and clinical net benefit were evaluated by concordance index (C-index), calibration curves, and decision curve analysis (DCA). The results were validated on 620 patients consecutively enrolled from January 2005 to December 2010 at the Renji Hospital, Shanghai Jiao Tong University,.ResultsOn multivariate analysis of the derivation cohort, independent factors included in the nomogram were age, previous decompensation, bacterial infection, hepatic encephalopathy, and total bilirubin. The calibration curve for the probability of survival showed good agreement between the nomogram and actual observation. The nomogram had a C-index of 0.897, which was statistically higher than the C-index values of CTP (0.793), MELD (0.821), SOFA (0.868), or the Chronic Liver Failure Consortium AD (CLIF-C AD) (0.716) scores (p<0.001 for all). Using DCA, the nomogram also demonstrated superior net benefits over other score models. The results were confirmed in the validation cohort.ConclusionsThe proposed nomogram enables more-accurate individualized prediction of survival than MELD, CTP, SOFA, or CLIF-C AD scores for AD of CHB cirrhosis patients.
引用
收藏
页数:9
相关论文
共 35 条
[1]  
[Anonymous], HARRELL MISCELLANEOU
[2]   Infections in Patients With Cirrhosis Increase Mortality Four-Fold and Should Be Used in Determining Prognosis [J].
Arvaniti, Vasiliki ;
D'Amico, Gennaro ;
Fede, Giuseppe ;
Manousou, Pinelopi ;
Tsochatzis, Emmanuel ;
Pleguezuelo, Maria ;
Burroughs, Andrew Kenneth .
GASTROENTEROLOGY, 2010, 139 (04) :1246-+
[3]   Survival in Infection-Related Acute-on-Chronic Liver Failure Is Defined by Extrahepatic Organ Failures [J].
Bajaj, Jasmohan S. ;
O'Leary, Jacqueline G. ;
Reddy, K. Rajender ;
Wong, Florence ;
Biggins, Scott W. ;
Patton, Heather ;
Fallon, Michael B. ;
Garcia-Tsao, Guadalupe ;
Maliakkal, Benedict ;
Malik, Raza ;
Subramanian, Ram M. ;
Thacker, Leroy R. ;
Kamath, Patrick S. .
HEPATOLOGY, 2014, 60 (01) :250-256
[4]   Hepatic encephalopathy [J].
Blei, AT ;
Córdoba, J .
AMERICAN JOURNAL OF GASTROENTEROLOGY, 2001, 96 (07) :1968-1976
[5]   Characteristics, risk factors, and mortality of cirrhotic patients hospitalized for hepatic encephalopathy with and without acute-on-chronic liver failure (ACLF) [J].
Cordoba, Juan ;
Ventura-Cots, Meritxell ;
Simon-Talero, Macarena ;
Amoros, Alex ;
Pavesi, Marco ;
Vilstrup, Hendrik ;
Angeli, Paolo ;
Domenicali, Marco ;
Gines, Pere ;
Bernardi, Mauro ;
Arroyo, Vicente .
JOURNAL OF HEPATOLOGY, 2014, 60 (02) :275-281
[6]   Natural history and prognostic indicators of survival in cirrhosis: A systematic review of 118 studies [J].
D'Amico, G ;
Garcia-Tsao, G ;
Pagliaro, L .
JOURNAL OF HEPATOLOGY, 2006, 44 (01) :217-231
[7]   A Prospective Study of the Rate of Progression in Compensated, Histologically Advanced Chronic Hepatitis C [J].
Dienstag, Jules L. ;
Ghany, Marc G. ;
Morgan, Timothy R. ;
Di Bisceglie, Adrian M. ;
Bonkovsky, Herbert L. ;
Kim, Hae-Young ;
Seeff, Leonard B. ;
Szabo, Gyongyi ;
Wright, Elizabeth C. ;
Sterling, Richard K. ;
Everson, Gregory T. ;
Lindsay, Karen L. ;
Lee, William M. ;
Lok, Anna S. ;
Morishima, Chihiro ;
Stoddard, Anne M. ;
Everhart, James E. .
HEPATOLOGY, 2011, 54 (02) :396-405
[8]   Significant impact of patient age on outcome after liver resection for HCC in cirrhosis [J].
Faber, W. ;
Stockmann, M. ;
Schirmer, C. ;
Moellerarnd, A. ;
Denecke, T. ;
Bahra, M. ;
Klein, F. ;
Schott, E. ;
Neuhaus, P. ;
Seehofer, D. .
EJSO, 2014, 40 (02) :208-213
[9]   Hepatic encephalopathy-definition, nomenclature, diagnosis, and quantification: Final report of the working party at the 11th World Congresses of Gastroenterology, Vienna, 1998 [J].
Ferenci, P ;
Lockwood, A ;
Mullen, K ;
Tarter, R ;
Weissenborn, K ;
Blei, AT .
HEPATOLOGY, 2002, 35 (03) :716-721
[10]  
Frank E., Rms: regression modeling strategies