TY - JOUR
T1 - Evaluation of prognostic scores in patients with HCC undergoing first-line immunotherapy with atezolizumab and bevacizumab
AU - Gairing, Simon Johannes
AU - Mildenberger, Philipp
AU - Gile, Jennifer
AU - Artusa, Fabian
AU - Scheiner, Bernhard
AU - Leyh, Catherine
AU - Lieb, Sabine
AU - Sinner, Friedrich
AU - Jörg, Vincent
AU - Fruendt, Thorben
AU - Himmelsbach, Vera
AU - Abedin, Nada
AU - Sahin, Cennet
AU - Böttcher, Katrin
AU - Schuhbaur, Jasmin
AU - Labuhn, Simon
AU - Korolewicz, James
AU - Fulgenzi, Claudia A.M.
AU - D'Alessio, Antonio
AU - Zanuso, Valentina
AU - Hucke, Florian
AU - Röhlen, Natascha
AU - Ben Khaled, Najib
AU - Ramadori, Eleonora
AU - Müller, Lukas
AU - Weinmann, Arndt
AU - Kloeckner, Roman
AU - Galle, Peter Robert
AU - Tran, Nguyen H.
AU - Venkatesh, Sudhakar K.
AU - Teufel, Andreas
AU - Ebert, Matthias
AU - De Toni, Enrico N.
AU - Waldschmidt, Dirk Thomas
AU - Marquardt, Jens U.
AU - Bettinger, Dominik
AU - Peck-Radosavljevic, Markus
AU - Geier, Andreas
AU - Reiter, Florian P.
AU - Rimassa, Lorenza
AU - Pinato, David J.
AU - Roderburg, Christoph
AU - Ettrich, Thomas
AU - Bitzer, Michael
AU - Scheble, Veit
AU - Ehmer, Ursula
AU - Berres, Marie Luise
AU - Finkelmeier, Fabian
AU - Gonzalez-Carmona, Maria Angeles
AU - von Felden, Johann
AU - Schulze, Kornelius
AU - Venerito, Marino
AU - van Bömmel, Florian
AU - Jochheim, Leonie S.
AU - Pinter, Matthias
AU - Mohr, Raphael
AU - Ilyas, Sumera I.
AU - Schmidtmann, Irene
AU - Foerster, Friedrich
N1 - Publisher Copyright:
© 2024 The Author(s)
PY - 2025/3
Y1 - 2025/3
N2 - Background & Aims: Immunotherapy with atezolizumab and bevacizumab (a + b) has improved the prognosis of patients with unresectable hepatocellular carcinoma (HCC). However, the outcome for individual patients is highly variable. This study aimed to (i) develop and validate a prognostic prediction model to estimate individual prognosis and (ii) compare it with established models. Methods: In this multicenter retrospective study, patients with HCC undergoing first-line immunotherapy with a + b from 24 centers (Europe, USA) were included. Statistical analysis and reporting followed the TRIPOD guidelines. The primary objective was overall survival (OS). A Cox model was developed and externally validated. Results: In total, 683 patients were included (training: 526, validation: 157). The C-reactive protein, albumin, bilirubin, lymphocytes, ECOG performance status, and extrahepatic spread (CABLE score) remained significantly associated with OS in Cox regression analysis. In the training set, the CABLE score had a higher discriminatory accuracy relative to ALBI, EZ-ALBI, mALBI, CRAFITY, PNI, NLR, PLR, and GPS (time-dependent AUC 0.79 and C-index 0.75 (95% CI 0.71–0.78) at 12 months). In the external validation set, the discriminatory performance of the CABLE score was comparable to ALBI, EZ-ALBI, and mALBI, but on average higher than PNI, CRAFITY, NLR, PLR, and GPS. In patients with Child-Pugh A, the CABLE score outperformed ALBI, EZ-ALBI, and mALBI in the first 9 months. We provide a web-based calculator for the CABLE score to allow estimation of individual prognosis for these patients (http://shiny.imbei.uni-mainz.de:3838/CABLE_Score/). Conclusions: The CABLE score shows good discriminatory performance in assessing the individual prognosis of patients undergoing first-line immunotherapy with a + b. Further validation studies are needed to investigate its performance compared with the ALBI score, in particular in subgroup analysis. Impact and implications: The CABLE score allows estimation of the prognosis of patients with unresectable hepatocellular carcinoma undergoing first-line immunotherapy with atezolizumab and bevacizumab at an individual level using our web-based calculator. This feature, as well as the evaluation of the score's added benefit through an extensive comparison with other established scores, can inform clinicians on their significance and may guide clinical decision-making in the context of a malignant disease where the prognosis has become highly variable. Further large validation studies are needed to investigate the incremental value of the CABLE score compared with the ALBI score, in particular in subgroups such as patients designated as Child-Pugh A.
AB - Background & Aims: Immunotherapy with atezolizumab and bevacizumab (a + b) has improved the prognosis of patients with unresectable hepatocellular carcinoma (HCC). However, the outcome for individual patients is highly variable. This study aimed to (i) develop and validate a prognostic prediction model to estimate individual prognosis and (ii) compare it with established models. Methods: In this multicenter retrospective study, patients with HCC undergoing first-line immunotherapy with a + b from 24 centers (Europe, USA) were included. Statistical analysis and reporting followed the TRIPOD guidelines. The primary objective was overall survival (OS). A Cox model was developed and externally validated. Results: In total, 683 patients were included (training: 526, validation: 157). The C-reactive protein, albumin, bilirubin, lymphocytes, ECOG performance status, and extrahepatic spread (CABLE score) remained significantly associated with OS in Cox regression analysis. In the training set, the CABLE score had a higher discriminatory accuracy relative to ALBI, EZ-ALBI, mALBI, CRAFITY, PNI, NLR, PLR, and GPS (time-dependent AUC 0.79 and C-index 0.75 (95% CI 0.71–0.78) at 12 months). In the external validation set, the discriminatory performance of the CABLE score was comparable to ALBI, EZ-ALBI, and mALBI, but on average higher than PNI, CRAFITY, NLR, PLR, and GPS. In patients with Child-Pugh A, the CABLE score outperformed ALBI, EZ-ALBI, and mALBI in the first 9 months. We provide a web-based calculator for the CABLE score to allow estimation of individual prognosis for these patients (http://shiny.imbei.uni-mainz.de:3838/CABLE_Score/). Conclusions: The CABLE score shows good discriminatory performance in assessing the individual prognosis of patients undergoing first-line immunotherapy with a + b. Further validation studies are needed to investigate its performance compared with the ALBI score, in particular in subgroup analysis. Impact and implications: The CABLE score allows estimation of the prognosis of patients with unresectable hepatocellular carcinoma undergoing first-line immunotherapy with atezolizumab and bevacizumab at an individual level using our web-based calculator. This feature, as well as the evaluation of the score's added benefit through an extensive comparison with other established scores, can inform clinicians on their significance and may guide clinical decision-making in the context of a malignant disease where the prognosis has become highly variable. Further large validation studies are needed to investigate the incremental value of the CABLE score compared with the ALBI score, in particular in subgroups such as patients designated as Child-Pugh A.
UR - https://www.scopus.com/pages/publications/85217894341
UR - https://www.mendeley.com/catalogue/0cf8576d-069d-3364-af1f-8470b717916c/
U2 - 10.1016/j.jhepr.2024.101295
DO - 10.1016/j.jhepr.2024.101295
M3 - Journal articles
C2 - 40059970
AN - SCOPUS:85217894341
SN - 2589-5559
VL - 7
SP - 101295
JO - JHEP Reports
JF - JHEP Reports
IS - 3
M1 - 101295
ER -