Development and validation of a new prognostic score for hepatitis B virus-related acute-on-chronic liver failure

被引:136
作者
Li, Jiaqi [1 ]
Liang, Xi [2 ]
You, Shaoli [3 ]
Feng, Tingting [4 ]
Zhou, Xin [5 ]
Zhu, Bing [3 ]
Luo, Jinjin [1 ]
Xin, Jiaojiao [1 ,2 ]
Jiang, Jing [1 ,2 ]
Shi, Dongyan [1 ,2 ]
Lu, Yingyan [6 ]
Ren, Keke [1 ]
Wu, Tianzhou [2 ]
Yang, Lingling [7 ]
Li, Jiang [8 ]
Li, Tan [1 ]
Cai, Qun [1 ]
Sun, Suwan [1 ]
Guo, Beibei [1 ]
Zhou, Xingping [1 ]
Chen, Jiaxian [1 ]
He, Lulu [1 ]
Li, Peng [1 ]
Yang, Hui [1 ]
Hu, Wen [1 ]
An, Zhanglu [9 ]
Jin, Xiaojun [9 ]
Tian, Jin [5 ]
Wang, Baoju [5 ]
Chen, Xin [10 ,11 ,12 ,13 ]
Xin, Shaojie [3 ]
Li, Jun [1 ,2 ]
机构
[1] Zhejiang Univ, Sch Med,State Key Lab Diag & Treatment Infect Dis, Affiliated Hosp 1,Natl Clin Res Ctr Infect Dis, Collaborat Innovat Ctr Diag & Treatment Infect Di, 79 Qingchun Rd, Hangzhou 310003, Peoples R China
[2] Taizhou Univ Hosp, Taizhou Cent Hosp, Precis Med Ctr, Taizhou, Peoples R China
[3] Chinese Peoples Liberat Army Gen Hosp, Med Ctr 5, Dept Liver Dis, Beijing, Peoples R China
[4] Suzhou Univ, Affiliated Hosp 1, Dept Infect Dis, Suzhou, Peoples R China
[5] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Infect Dis, Wuhan, Peoples R China
[6] Tongde Hosp Zhejiang Prov, Key Lab Canc Prevent & Therapy Combining Tradit C, Hangzhou, Peoples R China
[7] Nanchang Univ, Affiliated Hosp 2, Dept Gastroenterol, Nanchang, Jiangxi, Peoples R China
[8] Anhui Med Univ, Affiliated Hosp 1, Dept Infect Dis, Hefei, Peoples R China
[9] Hebei North Univ, Grad Sch, Zhangjiakou, Peoples R China
[10] Zhejiang Univ, Sch Med, Affiliated Hosp 1, Dept Radiat Oncol, Hangzhou, Peoples R China
[11] Zhejiang Univ, Sch Med, Inst Pharmaceut Biotechnol, Hangzhou, Peoples R China
[12] Zhejiang Univ, Joint Inst Genet & Genome Med, Hangzhou, Peoples R China
[13] Univ Toronto, Hangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
ACLF; HBV; prognostic score; probability density function; risk stratification; MORTALITY; MODEL; DISEASE;
D O I
10.1016/j.jhep.2021.05.026
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background & Aims: Early determination of the prognosis of patients with hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is important to guide clinical management and decrease mortality. The aim of this study was to develop a new simplified prognostic score to accurately predict outcomes in patients with HBV-ACLF. Methods: Prospective clinical data from 2,409 hospitalized patients with acute deterioration of HBV-related chronic liver disease were used to develop a new prognostic score that was validated in an external group. Results: A total of 954 enrolled patients with HBV-ACLF were diagnosed based on the Chinese Group on the Study of Severe Hepatitis B-ACLF (COSSH-ACLF) criteria. Six predictive factors were significantly related to 28-day mortality and constituted a new prognostic score (=1.649xln(international normalized ratio)+0.457 xhepatic encephalopathy score+0.425xln(neutrophil)+0.396 xln(total bilirubin)+0.576xln(serum urea)+0.033xage). The C indices of the new score for 28-/90-day mortality (0.826/0.809) were significantly higher than those of 4 other scores (COSSH-ACLF, 0.793/0.784; CLIF-C ACLF, 0.792/0.770; MELD, 0.731/0.727; MELD-Na, 0.730/0.726; all p <0.05). The prediction error rates of the new score for 28-day mortality were significantly lower than those of the 4 other scores: COSSH-ACLF (15.9%), CLIF-C ACLF (16.3%), MELD (35.3%) and MELD-Na (35.6%). The probability density function evaluation and risk stratification of the new score also showed the highest predictive values for mortality. These results were then validated in an external cohort. Conclusion: A new prognostic score based on 6 predictors, without an assessment of organ failure, can accurately predict short-term mortality in patients with HBV-ACLF and might be used to guide clinical management. Lay summary: Hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is a complex syndrome that is associated with a high short-term mortality rate. We developed a simplified prognostic score for patients suffering from this condition based on a prospective multicentre cohort. This new score had better predictive ability than 4 other commonly used scores. (C) 2021 The Author(s). Published by Elsevier B.V. on behalf of European Association for the Study of the Liver.
引用
收藏
页码:1104 / 1115
页数:13
相关论文
共 22 条
[1]   Acute-on-Chronic Liver Failure [J].
Arroyo, Vicente ;
Moreau, Richard ;
Jalan, Rajiv .
NEW ENGLAND JOURNAL OF MEDICINE, 2020, 382 (22) :2137-2145
[2]   NEOMYCIN-SORBITOL AND LACTULOSE IN TREATMENT OF ACUTE PORTAL-SYSTEMIC ENCEPHALOPATHY - CONTROLLED, DOUBLE-BLIND CLINICAL-TRIAL [J].
ATTERBURY, CE ;
MADDREY, WC ;
CONN, HO .
AMERICAN JOURNAL OF DIGESTIVE DISEASES, 1978, 23 (05) :398-405
[3]   Liver transplantation for primary sclerosing cholangitis in the Nordic countries:: Outcome after acceptance to the waiting list [J].
Brandsater, B ;
Broomé, U ;
Isoniemi, H ;
Friman, S ;
Hansen, B ;
Schrumpf, E ;
Oksanen, A ;
Ericzon, BG ;
Höckerstedt, K ;
Mäkisalo, H ;
Olsson, R ;
Olausson, M ;
Kirkegaard, P ;
Bjoro, K .
LIVER TRANSPLANTATION, 2003, 9 (09) :961-969
[4]   X-tile: A new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization [J].
Camp, RL ;
Dolled-Filhart, M ;
Rimm, DL .
CLINICAL CANCER RESEARCH, 2004, 10 (21) :7252-7259
[5]   A proportional hazards model for the subdistribution of a competing risk [J].
Fine, JP ;
Gray, RJ .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1999, 94 (446) :496-509
[6]   THE OVERLAPPING COEFFICIENT AS A MEASURE OF AGREEMENT BETWEEN PROBABILITY-DISTRIBUTIONS AND POINT ESTIMATION OF THE OVERLAP OF 2 NORMAL DENSITIES [J].
INMAN, HF ;
BRADLEY, EL .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1989, 18 (10) :3851-3874
[7]   Development and validation of a prognostic score to predict mortality in patients with acute-on-chronic liver failure [J].
Jalan, Rajiv ;
Saliba, Faouzi ;
Pavesi, Marco ;
Amoros, Alex ;
Moreau, Richard ;
Gines, Pere ;
Levesque, Eric ;
Durand, Francois ;
Angeli, Paolo ;
Caraceni, Paolo ;
Hopf, Corinna ;
Alessandria, Carlo ;
Rodriguez, Ezequiel ;
Solis-Munoz, Pablo ;
Laleman, Wim ;
Trebicka, Jonel ;
Zeuzem, Stefan ;
Gustot, Thierry ;
Mookerjee, Rajeshwar ;
Elkrief, Laure ;
Soriano, German ;
Cordoba, Joan ;
Morando, Filippo ;
Gerbes, Alexander ;
Agarwal, Banwari ;
Samuel, Didier ;
Bernardi, Mauro ;
Arroyo, Vicente .
JOURNAL OF HEPATOLOGY, 2014, 61 (05) :1038-1047
[8]   The Model for End-stage Liver Disease (MELD) [J].
Kamath, Patrick S. ;
Kim, W. Ray .
HEPATOLOGY, 2007, 45 (03) :797-805
[9]   Comparing two correlated C indices with right-censored survival outcome: a one-shot nonparametric approach [J].
Kang, Le ;
Chen, Weijie ;
Petrick, Nicholas A. ;
Gallas, Brandon D. .
STATISTICS IN MEDICINE, 2015, 34 (04) :685-703
[10]   Hyponatremia and mortality among patients on the liver-transplant waiting list [J].
Kim, W. Ray ;
Biggins, Scott W. ;
Kremers, Walter K. ;
Wiesner, Russell H. ;
Kamath, Patrick S. ;
Benson, Joanne T. ;
Edwards, Erick ;
Therneau, Terry M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2008, 359 (10) :1018-1026