Prognosis of patients with hepatocellular carcinoma treated with immunotherapy - development and validation of the CRAFITY score.


Journal

Journal of hepatology
ISSN: 1600-0641
Titre abrégé: J Hepatol
Pays: Netherlands
ID NLM: 8503886

Informations de publication

Date de publication:
02 2022
Historique:
received: 14 01 2021
revised: 20 09 2021
accepted: 26 09 2021
pubmed: 15 10 2021
medline: 23 2 2022
entrez: 14 10 2021
Statut: ppublish

Résumé

Immunotherapy with atezolizumab plus bevacizumab represents the new standard of care in systemic front-line treatment of hepatocellular carcinoma (HCC). However, biomarkers that predict treatment success and survival remain an unmet need. Patients with HCC put on PD-(L)1-based immunotherapy were included in a training set (n = 190; 6 European centers) and a validation set (n = 102; 8 European centers). We investigated the prognostic value of baseline variables on overall survival using a Cox model in the training set and developed the easily applicable CRAFITY (CRP and AFP in ImmunoTherapY) score. The score was validated in the independent, external cohort, and evaluated in a cohort of patients treated with sorafenib (n = 204). Baseline serum alpha-fetoprotein ≥100 ng/ml (hazard ratio [HR] 1.7; p = 0.007) and C-reactive protein ≥1 mg/dl (HR, 1.7; p = 0.007) were identified as independent prognostic factors in multivariable analysis and were used to develop the CRAFITY score. Patients who fulfilled no criterion (0 points; CRAFITY-low) had the longest median overall survival (27.6 (95% CI 19.5-35.8) months), followed by those fulfilling 1 criterion (1 point; CRAFITY-intermediate; 11.3 (95% CI 8.0-14.6) months), and patients meeting both criteria (2 points; CRAFITY-high; 6.4 (95% CI 4.8-8.1) months; p <0.001). Additionally, best radiological response (complete response/partial response/stable disease/progressive disease) was significantly better in patients with lower CRAFITY score (CRAFITY-low: 9%/20%/52%/20% vs. CRAFITY-intermediate: 3%/25%/36%/36% vs. CRAFITY-high: 2%/15%/22%/61%; p = 0.003). These results were confirmed in the independent validation set and in different subgroups, including Child-Pugh A and B, performance status 0 and ≥1, and first-line and later lines. In the sorafenib cohort, CRAFITY was associated with survival, but not radiological response. The CRAFITY score is associated with survival and radiological response in patients receiving PD-(L)1 immunotherapy. The score may help with patient counseling but requires prospective validation. The immunotherapy-based regimen of atezolizumab plus bevacizumab represents the new standard of care in systemic first-line therapy of hepatocellular carcinoma (HCC). Biomarkers to predict treatment outcome are an unmet need in patients undergoing immunotherapy for HCC. We developed and externally validated a score that predicts outcome in patients with HCC undergoing immunotherapy with immune checkpoint blockers.

Sections du résumé

BACKGROUND & AIMS
Immunotherapy with atezolizumab plus bevacizumab represents the new standard of care in systemic front-line treatment of hepatocellular carcinoma (HCC). However, biomarkers that predict treatment success and survival remain an unmet need.
METHODS
Patients with HCC put on PD-(L)1-based immunotherapy were included in a training set (n = 190; 6 European centers) and a validation set (n = 102; 8 European centers). We investigated the prognostic value of baseline variables on overall survival using a Cox model in the training set and developed the easily applicable CRAFITY (CRP and AFP in ImmunoTherapY) score. The score was validated in the independent, external cohort, and evaluated in a cohort of patients treated with sorafenib (n = 204).
RESULTS
Baseline serum alpha-fetoprotein ≥100 ng/ml (hazard ratio [HR] 1.7; p = 0.007) and C-reactive protein ≥1 mg/dl (HR, 1.7; p = 0.007) were identified as independent prognostic factors in multivariable analysis and were used to develop the CRAFITY score. Patients who fulfilled no criterion (0 points; CRAFITY-low) had the longest median overall survival (27.6 (95% CI 19.5-35.8) months), followed by those fulfilling 1 criterion (1 point; CRAFITY-intermediate; 11.3 (95% CI 8.0-14.6) months), and patients meeting both criteria (2 points; CRAFITY-high; 6.4 (95% CI 4.8-8.1) months; p <0.001). Additionally, best radiological response (complete response/partial response/stable disease/progressive disease) was significantly better in patients with lower CRAFITY score (CRAFITY-low: 9%/20%/52%/20% vs. CRAFITY-intermediate: 3%/25%/36%/36% vs. CRAFITY-high: 2%/15%/22%/61%; p = 0.003). These results were confirmed in the independent validation set and in different subgroups, including Child-Pugh A and B, performance status 0 and ≥1, and first-line and later lines. In the sorafenib cohort, CRAFITY was associated with survival, but not radiological response.
CONCLUSIONS
The CRAFITY score is associated with survival and radiological response in patients receiving PD-(L)1 immunotherapy. The score may help with patient counseling but requires prospective validation.
LAY SUMMARY
The immunotherapy-based regimen of atezolizumab plus bevacizumab represents the new standard of care in systemic first-line therapy of hepatocellular carcinoma (HCC). Biomarkers to predict treatment outcome are an unmet need in patients undergoing immunotherapy for HCC. We developed and externally validated a score that predicts outcome in patients with HCC undergoing immunotherapy with immune checkpoint blockers.

Identifiants

pubmed: 34648895
pii: S0168-8278(21)02100-0
doi: 10.1016/j.jhep.2021.09.035
pii:
doi:

Substances chimiques

Antibodies, Monoclonal, Humanized 0
Antineoplastic Agents 0
Antineoplastic Agents, Immunological 0
Bevacizumab 2S9ZZM9Q9V
atezolizumab 52CMI0WC3Y
Sorafenib 9ZOQ3TZI87

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

353-363

Commentaires et corrections

Type : CommentIn
Type : CommentIn
Type : CommentIn
Type : CommentIn
Type : CommentIn
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Type : CommentIn
Type : CommentIn

Informations de copyright

Copyright © 2021 The Author(s). Published by Elsevier B.V. All rights reserved.

Déclaration de conflit d'intérêts

Conflict of interest B.S. received travel support from AbbVie, Ipsen and Gilead. K.P. nothing to disclose. M.K. received honoraria from BMS and AstraZeneca as consultant and is an investigator for AstraZeneca. F.H. received travel support from Bayer, Abbvie, and Gilead. F.F. received travel support from Abbvie and Novartis, and speaker fees from Abbvie and MSD. O.W. served as consultant for Amgen, Bayer, BMS, Celgene, Eisai, Merck, Novartis, Roche, Servier, and Shire. He served as a speaker for Abbvie, Bayer, BMS, Celgene, Falk, Ipsen, Novartis, Roche, and Shire. He received travel support from Abbvie, BMS, Ipsen, Novartis, and Servier. V.H. has nothing to disclose. K.S. Served as consultant for Ipsen and Bayer, and conducts studies for Bayer, Roche, Lilly, MSD, and BMS. J.v.F. has received advisory board fees from Roche. T.W.F. has nothing to disclose. M.S. has nothing to disclose. H.H. received compensations as a member of a scientific advisory board of Lilly. K.S. has nothing to disclose. S.S. has nothing to disclose. P.R. has nothing to disclose. A.R.S. has served at advisory boards and received consulting honoraria from AMGEN, AAA, Bayer, BMS, IPSEN, Lilly, Merck, MSD, Pfizer, Roche, Sanofi, and Servier. J.C.M. has received consulting honoraria from Abbvie, Astra Zeneca, Bayer, BMS, Eisai, Gilead, Incyte, Intercept, MSD, Sanofi, Vifor for work performed outside the current study. N.N.R. has nothing to disclose. F.K. received speakers' fees from Bayer, Ipsen, MSD, Eisai, Shire, Sirtex and has received travel grants from Eisai, Janssen, Ipsen and Novartis. D.T.W. served as speaker/expert testimony for AstraZeneca, Eisai, BMS, Celgene, Incyte, Ipsen, Falk, Novartis, Roche Pharma AG, Servier, Shire Baxelta, and Sirtex; he received travel support from Bayer Health Pharma, Celgene, Ipsen, Novartis, and SIRTEX, and research grants/funding from Servier. M.P.E. received consulting honoraria from BMS and MSD. A.T. received consulting honoraria and /or lecture fees from Bayer, IPSEN, Lilly, BMS, Eisai Novartis, Roche, Intercept, Falk, AbbVie, and Gilead. He received and travel grants from IPSEN, AbbVie, and Gilead. He is an investigator for IPSEN and GILEAD. S.D.D. received consulting honoraria from Amgen, Bayer, BMS, IPSEN, Lilly, Merck, BMS, Novartis, Pfizer, Roche, Sanofi, and Servier, and travel grants from Amgen, BMS, IPSEN, Roche, and Servier. D.J.P. received lecture fees from ViiV Healthcare, Bayer Healthcare, Falk, BMS, EISAI and Roche; travel expenses from BMS, MSD and Bayer Healthcare; consulting fees for Mina Therapeutics, EISAI, H3B, Roche, Astra Zeneca, and DaVolterra; research funding (to institution) from MSD, BMS. T.P. received consulting fees from IQVIA and Bayer; and institutional research funding from Lilly, Roche, Bayer. T.M. has nothing to disclose. L.B. has nothing to disclose. C.M. has nothing to disclose. M.M. served as a speaker and/or consultant and/or advisory board member for AbbVie, Bristol-Myers Squibb, Collective Acumen, Gilead, and W. L. Gore & Associates and received travel support from AbbVie, Bristol-Myers Squibb, and Gilead. T.R. received speaker fees from Boehringer Ingelheim, Roche, W.L. Gore and MSD, grant support from Boehringer Ingelheim, Boston Scientific, Cook Medical, Gilead, Guerbet, Abbvie, Phenex Pharmaceuticals, Philips, W.L. Gore, and MSD, served as a consultant for Abbvie, Bayer, Boehringer Ingelheim, Gilead, Intercept and MSD and received travel support from Gilead, Roche, MSD, and Gore. M.T. received speaker fees from Bristol-Myers Squibb (BMS), Falk Foundation, Gilead, Intercept and Merck Sharp & Dohme (MSD); advisory board fees from Abbvie, Albireo, Boehringer Ingelheim, BiomX, Falk Pharma GmbH, GENFIT, Gilead, Intercept, Janssen, MSD, Novartis, Phenex, Regulus and Shire; travel grants from AbbVie, Falk, Gilead, and Intercept; and research grants from Albireo, CymaBay, Falk, Gilead, Intercept, MSD, and Takeda. He is also coinventor of patents on the medical use of norUDCA filed by the Medical University of Graz. N.P. received consulting fees from Amgen, Merck Serono, Servier; lectures fees from AbbVie, Gilead, Lilly; travel fees from Amgen, ArQule; and institutional research funding from Basilea, Merck Serono, Servier. L.R. has received consulting fees from Amgen, ArQule, AstraZeneca, Basilea, Bayer, BMS, Celgene, Eisai, Exelixis, Genenta, Hengrui, Incyte, Ipsen, IQVIA, Lilly, MSD, Nerviano Medical Sciences, Roche, Sanofi, Zymeworks; lectures fees from AbbVie, Amgen, Bayer, Eisai, Gilead, Incyte, Ipsen, Lilly, Merck Serono, Roche, Sanofi; travel expenses from Ipsen; and institutional research funding from Agios, ARMO BioSciences, AstraZeneca, BeiGene, Eisai, Exelixis, Fibrogen, Incyte, Ipsen, Lilly, MSD, Nerviano Medical Sciences, Roche, Zymeworks. M.B. received compensations as a member of scientific advisory boards of Bayer, Bristol–Meyers Squibb, EISAI, IPSEN, and MSD. J.T. served as consultant for Amgen, Bayer, BMS, Eisai, Lilly, Merck Serono, MSD, Ipsen, and Roche, received travel support from BMS and Ipsen, and speaking fees from Amgen, Bayer, BMS, Eisai, Lilly, Merck Serono, MSD, Ipsen, and Roche. He is also an investigator for Amgen, Bayer, BMS, Eisai, Lilly, Merck Serono, MSD, Ipsen, and Roche. A.W. received compensations as a member of scientific advisory boards for BMS, Wako, Sanofi and. He served as a speaker for Leo Pharma, Eisai, Ipsen and Roche and received travel support from Merck and Servier. H.W. served as speaker for Bayer, Eisai, Ipsen, and Roche, and as a consultant for Bayer, Eisai, Lilly, BMS, Roche, and Ipsen. He conducts studies for Bayer, Roche, Lilly, MSD, and BMS. J.F.D. received compensations as a member of scientific advisory boards of Abbvie, Bayer, Bristol-Myers Squibb, Falk, Galapagos, Genfit, Genkyotex, Gilead Sciences, HepaRegenix, Intercept, Lilly, Merck, and Novartis. M.P.R. is advisor/consultant for Astra Zeneca, Bayer, BMS, Eisai, Ipsen, Lilly, MSD, and Roche; he served as a speaker for Bayer, Eisai, Ipsen, Lilly, and Roche; he is an investigator for Bayer, BMS, Eisai, Exelixis, Lilly, and Roche. A.V. served as consultant for Roche, Bayer, Lilly, BMS, Eisai, and Ipsen, and received speaking fees form Roche, Bayer, Lilly, BMS, Eisai, and Ipsen. He is also an investigator for Roche, Bayer, Lilly, BMS, Eisai, and Ipsen. M.P. is an investigator for Bayer, BMS, Lilly, and Roche, he received speaker honoraria from Bayer, BMS, Eisai, and MSD, he is a consultant for Bayer, BMS, Ipsen, Eisai, Lilly, Roche, and MSD, and he received travel support from Bayer, BMS, and Roche. Please refer to the accompanying ICMJE disclosure forms for further details.

Auteurs

Bernhard Scheiner (B)

Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria.

Katharina Pomej (K)

Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria.

Martha M Kirstein (MM)

Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany; Department of Medicine I, University Medical Center Schleswig-Holstein, Lübeck, Germany.

Florian Hucke (F)

Internal Medicine and Gastroenterology (IMuG), Hepatology, Endocrinology, Rheumatology and Nephrology including Centralized Emergency Department (ZAE), Klinikum Klagenfurt am Wörthersee, Klagenfurt, Austria.

Fabian Finkelmeier (F)

Department of Gastroenterology, Hepatology and Endocrinology, University Hospital Frankfurt, Frankfurt/Main, Germany.

Oliver Waidmann (O)

Department of Gastroenterology, Hepatology and Endocrinology, University Hospital Frankfurt, Frankfurt/Main, Germany.

Vera Himmelsbach (V)

Department of Gastroenterology, Hepatology and Endocrinology, University Hospital Frankfurt, Frankfurt/Main, Germany.

Kornelius Schulze (K)

1. Department of Internal Medicine, Gastroenterology & Hepatology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

Johann von Felden (J)

1. Department of Internal Medicine, Gastroenterology & Hepatology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

Thorben W Fründt (TW)

1. Department of Internal Medicine, Gastroenterology & Hepatology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

Marc Stadler (M)

Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria; Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Vienna, Austria.

Harald Heinzl (H)

Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Vienna, Austria.

Kateryna Shmanko (K)

Department of Internal Medicine I, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany.

Stephan Spahn (S)

Department of Internal Medicine I, Eberhard-Karls University, Tuebingen, Germany.

Pompilia Radu (P)

Hepatology-Department of Biomedical Research, University of Bern, Bern, Switzerland; University Clinic for Visceral Surgery and Medicine, Inselspital, University of Bern, Bern, Switzerland.

Alexander R Siebenhüner (AR)

Department of Medical Oncology and Hematology, University Hospital Zurich and University Zurich, Zurich, Switzerland; Department of Medical Oncology and Hematology, Cantonal Hospital Schaffhausen, Schaffhausen, Switzerland.

Joachim C Mertens (JC)

Department of Hepatology and Gastroenterology, University Hospital Zurich and University Zurich, Zurich, Switzerland.

Nuh N Rahbari (NN)

Department of Surgery at University Hospital Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.

Fabian Kütting (F)

Department of Gastroenterology and Hepatology, University of Cologne, Cologne, Germany.

Dirk-Thomas Waldschmidt (DT)

Department of Gastroenterology and Hepatology, University of Cologne, Cologne, Germany.

Matthias P Ebert (MP)

Department of Internal Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany; Clinical Cooperation Unit Healthy Metabolism, Center for Preventive Medicine and Digital Health Baden-Württemberg (CPDBW), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.

Andreas Teufel (A)

Clinical Cooperation Unit Healthy Metabolism, Center for Preventive Medicine and Digital Health Baden-Württemberg (CPDBW), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany; Department of Internal Medicine II, Division of Hepatology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.

Sara De Dosso (S)

Department of Medical Oncology, Oncology Institute of Southern Switzerland, Bellinzona, Switzerland; Faculty of Biomedical Sciences, Università della Svizzera italiana (USI), Lugano, Switzerland.

David J Pinato (DJ)

Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, Du Cane Road, W120HS London, UK; Department of Translational Medicine, Università degli Studi del Piemonte Orientale, Novara, Italy.

Tiziana Pressiani (T)

Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano (Milan), Italy.

Tobias Meischl (T)

Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria.

Lorenz Balcar (L)

Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria.

Christian Müller (C)

Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria.

Mattias Mandorfer (M)

Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.

Thomas Reiberger (T)

Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Medical University of Vienna, Vienna, Austria; Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria; Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases, Vienna, Austria; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.

Michael Trauner (M)

Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.

Nicola Personeni (N)

Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano (Milan), Italy; Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele (Milan), Italy.

Lorenza Rimassa (L)

Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano (Milan), Italy; Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele (Milan), Italy.

Michael Bitzer (M)

Department of Internal Medicine I, Eberhard-Karls University, Tuebingen, Germany.

Jörg Trojan (J)

Department of Gastroenterology, Hepatology and Endocrinology, University Hospital Frankfurt, Frankfurt/Main, Germany.

Arndt Weinmann (A)

Department of Internal Medicine I, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany.

Henning Wege (H)

1. Department of Internal Medicine, Gastroenterology & Hepatology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Cancer Center Esslingen, Klinikum Esslingen, 73730 Esslingen am Neckar, Germany.

Jean-François Dufour (JF)

Hepatology-Department of Biomedical Research, University of Bern, Bern, Switzerland; University Clinic for Visceral Surgery and Medicine, Inselspital, University of Bern, Bern, Switzerland.

Markus Peck-Radosavljevic (M)

Internal Medicine and Gastroenterology (IMuG), Hepatology, Endocrinology, Rheumatology and Nephrology including Centralized Emergency Department (ZAE), Klinikum Klagenfurt am Wörthersee, Klagenfurt, Austria.

Arndt Vogel (A)

Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany.

Matthias Pinter (M)

Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria. Electronic address: matthias.pinter@meduniwien.ac.at.

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