A prognostic index for patients within the intermediate stage of hepatocellular carcinoma

被引:2
作者
Di Costanzo, Giovan Giuseppe [1 ]
Signoriello, Simona [2 ]
Tortora, Raffaella [1 ]
Gallo, Ciro [2 ]
机构
[1] Cardarelli Hosp, Div Hepatol, Dept Transplantat, Liver Unit, Via A Cardarelli 9, I-80131 Naples, Italy
[2] Univ Naples 2, Dept Med Stat, Naples, Italy
关键词
hepatocellular carcinoma; liver failure; statistics; tumor marker; ALPHA-FETOPROTEIN; SURVIVAL; RESECTION; PROPOSAL; ALBUMIN; CHEMOEMBOLIZATION; RECURRENCE; CIRRHOSIS; SYSTEM; SCORE;
D O I
10.1097/MEG.0000000000000562
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Objective The Barcelona Clinic Liver Cancer algorithm is the most widely used staging system for hepatocellular carcinoma, but the intermediate stage of this classification comprises a very heterogeneous group of patients with different survival probabilities. The aim of our study was to construct a simple prognostic index for identifying subgroups of patients with different prognoses within the intermediate stage. Patients and methods Three-hundred and seven patients were retrospectively analyzed and randomly divided into a training sample (n=205), from which the model was developed, and a test sample (n=102), to independently assess the model's performance. Results Four variables were retained in the final multivariate model: hepatic failure, number of nodules, alpha-fetoprotein, and albumin, with hazard ratios equal to 2.22 (95% confidence interval: 1.52-3.24), 1.47 (1.00-2.18), 2.34 (1.56-3.52), and 1.75 (1.26-2.44), respectively. The score system was derived by summing up the linear weights assigned to the four covariates according to the observed regression coefficients. The score ranged between 4 and 13; to avoid sparse-data bias arising from small numbers within strata, only four categories (4-5, 6-7, 8-9, 10-13) were identified. The prognosis worsened significantly with increasing score and the C-index for discriminatory accuracy was equal to 0.66 (95% confidence interval: 0.60-0.72). The score was validated in the test sample (log-rank test P=0.02). Similar results were found when evaluating the score as a continuous variable. Conclusion The simple prognostic index predicts survival in patients with intermediate-stage hepatocellular carcinoma. This score might help guide treatment selection and patient stratification in clinical studies. Copyright (C) 2016 Wolters Kluwer Health, Inc. All rights reserved.
引用
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页码:592 / 598
页数:7
相关论文
共 44 条
[1]   TRANSCAPILLARY ESCAPE RATE OF ALBUMIN POSITIVELY CORRELATES WITH PLASMA-ALBUMIN CONCENTRATION IN ACUTE BUT NOT IN CHRONIC INFLAMMATORY DISEASE [J].
BALLMER, PE ;
OCHSENBEIN, AF ;
SCHUTZHOFMANN, S .
METABOLISM-CLINICAL AND EXPERIMENTAL, 1994, 43 (06) :697-705
[2]   Changes in nutritional, functional, and inflammatory markers in advanced pancreatic cancer [J].
Barber, MD ;
Ross, JA ;
Fearon, KCH .
NUTRITION AND CANCER-AN INTERNATIONAL JOURNAL, 1999, 35 (02) :106-110
[3]   Position paper of the Italian Association for the Study of the Liver (AISF): The multidisciplinary clinical approach to hepatocellular carcinoma [J].
Bolondi, Luigi ;
Cillo, Umberto ;
Colombo, Massimo ;
Craxi, Antonio ;
Farinati, Fabio ;
Giannini, Edoardo G. ;
Golfieri, Rita ;
Levrero, Massimo ;
Pinna, Antonio Daniele ;
Piscaglia, Fabio ;
Raimondo, Giovanni ;
Trevisani, Franco ;
Bruno, Raffaele ;
Caraceni, Paolo ;
Ciancio, Alessia ;
Coco, Barbara ;
Fraquelli, Mirella ;
Rendina, Maria ;
Squadrito, Giovanni ;
Toniutto, Pierluigi .
DIGESTIVE AND LIVER DISEASE, 2013, 45 (09) :712-723
[4]   Heterogeneity of Patients with Intermediate (BCLC B) Hepatocellular Carcinoma: Proposal for a Subclassification to Facilitate Treatment Decisions [J].
Bolondi, Luigi ;
Burroughs, Andrew ;
Dufour, Jean-Francois ;
Galle, Peter R. ;
Mazzaferro, Vincenzo ;
Piscaglia, Fabio ;
Raoul, Jean Luc ;
Sangro, Bruno .
SEMINARS IN LIVER DISEASE, 2012, 32 (04) :348-359
[5]   Management of Hepatocellular Carcinoma: An Update [J].
Bruix, Jordi ;
Sherman, Morris .
HEPATOLOGY, 2011, 53 (03) :1020-1022
[6]   A Meta-Analysis of Survival Rates of Untreated Patients in Randomized Clinical Trials of Hepatocellular Carcinoma [J].
Cabibbo, Giuseppe ;
Enea, Marco ;
Attanasio, Massimo ;
Bruix, Jordi ;
Craxi, Antonio ;
Camma, Calogero .
HEPATOLOGY, 2010, 51 (04) :1274-1283
[7]   Predictive factors of survival and intrahepatic recurrence of hepatocellular carcinoma in cirrhosis after percutaneous ethanol injection: analysis of 71 patients [J].
Castellano, L ;
Calandra, M ;
Blanco, CD ;
deSio, I .
JOURNAL OF HEPATOLOGY, 1997, 27 (05) :862-870
[8]   A new prognostic classification for predicting survival in patients with hepatocellular carcinoma [J].
Chevret, S ;
Trinchet, JC ;
Mathieu, D ;
Rached, AA ;
Beaugrand, M ;
Chastang, C .
JOURNAL OF HEPATOLOGY, 1999, 31 (01) :133-141
[9]   Prognostic factors and optimal treatment strategy for intrahepatic nodular recurrence after curative resection of hepatocellular carcinoma [J].
Choi, Gi-Hong ;
Kim, Dong-Hyun ;
Kang, Chang-Moo ;
Kim, Kyung-Sik ;
Choi, Jin-Sub ;
Lee, Woo-Jung ;
Kim, Byong-Ro .
ANNALS OF SURGICAL ONCOLOGY, 2008, 15 (02) :618-629
[10]   Bias [J].
Delgado-Rodríguez, M ;
Llorca, J .
JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2004, 58 (08) :635-641