Back to Search Start Over

Development and Validation of a New Prognostic System for Patients with Hepatocellular Carcinoma

Authors :
Fabio Farinati
Alessandro Vitale
Gaya Spolverato
Timothy M. Pawlik
Teh-la Huo
Yun-Hsuan Lee
Anna Chiara Frigo
Anna Giacomin
Edoardo G. Giannini
Francesca Ciccarese
Fabio Piscaglia
Gian Lodovico Rapaccini
Mariella Di Marco
Eugenio Caturelli
Marco Zoli
Franco Borzio
Giuseppe Cabibbo
Martina Felder
Rodolfo Sacco
Filomena Morisco
Elisabetta Biasini
Francesco Giuseppe Foschi
Antonio Gasbarrini
Gianluca Svegliati Baroni
Roberto Virdone
Alberto Masotto
Franco Trevisani
Umberto Cillo
ITA. LI. CA study group
Maurizio Biselli
Luigi Bolondi
Laura Bucci
Alessandro Cucchetti
Francesca Garuti
Annagiulia Gramenzi
Barbara Lenzi
Donatella Magalotti
Anna Pecorelli
Carla Serra
Laura Venerandi
Rita Golfieri
Fabio Farinati
Alessandro Vitale
Gaya Spolverato
Timothy M. Pawlik
Teh-la Huo
Yun-Hsuan Lee
Anna Chiara Frigo
Anna Giacomin
Edoardo G. Giannini
Francesca Ciccarese
Fabio Piscaglia
Gian Lodovico Rapaccini
Mariella Di Marco
Eugenio Caturelli
Marco Zoli
Franco Borzio
Giuseppe Cabibbo
Martina Felder
Rodolfo Sacco
Filomena Morisco
Elisabetta Biasini
Francesco Giuseppe Foschi
Antonio Gasbarrini
Gianluca Svegliati Baroni
Roberto Virdone
Alberto Masotto
Franco Trevisani
Umberto Cillo
ITA.LI.CA study group [ ..
Maurizio Biselli
Luigi Bolondi
Laura Bucci
Alessandro Cucchetti
Francesca Garuti
Annagiulia Gramenzi
Barbara Lenzi
Donatella Magalotti
Anna Pecorelli
Carla Serra
Laura Venerandi
Rita Golfieri
]
Farinati, Fabio
Vitale, Alessandro
Spolverato, Gaya
Pawlik, Timothy M
Huo, Teh la
Lee, Yun Hsuan
Frigo, Anna Chiara
Giacomin, Anna
Giannini, Edoardo G
Ciccarese, Francesca
Piscaglia, Fabio
Rapaccini, Gian Lodovico
Di Marco, Mariella
Caturelli, Eugenio
Zoli, Marco
Borzio, Franco
Cabibbo, Giuseppe
Felder, Martina
Sacco, Rodolfo
Morisco, Filomena
Biasini, Elisabetta
Foschi, Francesco Giuseppe
Gasbarrini, Antonio
Svegliati Baroni, Gianluca
Virdone, Roberto
Masotto, Alberto
Trevisani, Franco
Cillo, Umberto
Source :
PLoS Medicine, PLoS Medicine, Vol 13, Iss 4, p e1002006 (2016)
Publication Year :
2016
Publisher :
Public Library of Science, 2016.

Abstract

Background Prognostic assessment in patients with hepatocellular carcinoma (HCC) remains controversial. Using the Italian Liver Cancer (ITA.LI.CA) database as a training set, we sought to develop and validate a new prognostic system for patients with HCC. Methods and Findings Prospective collected databases from Italy (training cohort, n = 3,628; internal validation cohort, n = 1,555) and Taiwan (external validation cohort, n = 2,651) were used to develop the ITA.LI.CA prognostic system. We first defined ITA.LI.CA stages (0, A, B1, B2, B3, C) using only tumor characteristics (largest tumor diameter, number of nodules, intra- and extrahepatic macroscopic vascular invasion, extrahepatic metastases). A parametric multivariable survival model was then used to calculate the relative prognostic value of ITA.LI.CA tumor stage, Eastern Cooperative Oncology Group (ECOG) performance status, Child–Pugh score (CPS), and alpha-fetoprotein (AFP) in predicting individual survival. Based on the model results, an ITA.LI.CA integrated prognostic score (from 0 to 13 points) was constructed, and its prognostic power compared with that of other integrated systems (BCLC, HKLC, MESIAH, CLIP, JIS). Median follow-up was 58 mo for Italian patients (interquartile range, 26–106 mo) and 39 mo for Taiwanese patients (interquartile range, 12–61 mo). The ITA.LI.CA integrated prognostic score showed optimal discrimination and calibration abilities in Italian patients. Observed median survival in the training and internal validation sets was 57 and 61 mo, respectively, in quartile 1 (ITA.LI.CA score ≤ 1), 43 and 38 mo in quartile 2 (ITA.LI.CA score 2–3), 23 and 23 mo in quartile 3 (ITA.LI.CA score 4–5), and 9 and 8 mo in quartile 4 (ITA.LI.CA score > 5). Observed and predicted median survival in the training and internal validation sets largely coincided. Although observed and predicted survival estimations were significantly lower (log-rank test, p < 0.001) in Italian than in Taiwanese patients, the ITA.LI.CA score maintained very high discrimination and calibration features also in the external validation cohort. The concordance index (C index) of the ITA.LI.CA score in the internal and external validation cohorts was 0.71 and 0.78, respectively. The ITA.LI.CA score’s prognostic ability was significantly better (p < 0.001) than that of BCLC stage (respective C indexes of 0.64 and 0.73), CLIP score (0.68 and 0.75), JIS stage (0.67 and 0.70), MESIAH score (0.69 and 0.77), and HKLC stage (0.68 and 0.75). The main limitations of this study are its retrospective nature and the intrinsically significant differences between the Taiwanese and Italian groups. Conclusions The ITA.LI.CA prognostic system includes both a tumor staging—stratifying patients with HCC into six main stages (0, A, B1, B2, B3, and C)—and a prognostic score—integrating ITA.LI.CA tumor staging, CPS, ECOG performance status, and AFP. The ITA.LI.CA prognostic system shows a strong ability to predict individual survival in European and Asian populations.

Details

Language :
English
Database :
OpenAIRE
Journal :
PLoS Medicine, PLoS Medicine, Vol 13, Iss 4, p e1002006 (2016)
Accession number :
edsair.doi.dedup.....9863c8a5446209ae227e9243ac6e2457