1
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Pan K, Wang S, Li X, Wu S. Efficacy and safety of ultrasound-guided radiofrequency ablation combined with transhepatic artery embolization chemotherapy for hepatocellular carcinoma: A meta-analysis. PLoS One 2024; 19:e0305965. [PMID: 39240946 PMCID: PMC11379279 DOI: 10.1371/journal.pone.0305965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 06/08/2024] [Indexed: 09/08/2024] Open
Abstract
OBJECTIVE Meta-analysis was used to assess the efficacy and safety of ultrasound-guided radiofrequency ablation combined with transhepatic artery embolization chemotherapy for hepatocellular carcinoma. METHODS Randomized controlled studies on ultrasound-guided radiofrequency ablation combined with transhepatic artery embolization chemotherapy for hepatocellular carcinoma were searched in the databases of PubMed, Embase, Cochrane library, web of science with a search deadline of March 14, 2024. Data were analyzed using Stata 15.0. RESULT Six randomized controlled studies involving 520 individuals were finally included, the results of meta-analysis showed that ultrasound-guided radiofrequency ablation combined with TACE can improve objective response rate [RR = 1.52, 95%CI (1.28, 1.81)], improve disease control rate [RR = 1.15, 95%CI (1.06, 1.24)], The survival rate [RR = 1.34, 95%CI (1.19,1.51)] did not increase adverse reactions [RR = 1.34, 95%CI (1.00,1.79)]. CONCLUSION Based on the findings of the current study, ultrasound-guided radiofrequency ablation combined with TACE was found to improve the objective remission rate, disease control rate, and did not increase adverse events in patients with hepatocellular carcinoma.
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Affiliation(s)
- Kerui Pan
- Lianyungang First People's Hospital, China
| | - Sisi Wang
- Lianyungang First People's Hospital, China
| | - Xueping Li
- Lianyungang First People's Hospital, China
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2
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Telli FD, Hidalgo JMP, Varón A, Castro L, Tapia NC, Piñero F. Key points for imaging diagnosis and response assessment for hepatocellular carcinoma in Latin America. Ann Hepatol 2024; 29:101514. [PMID: 38944462 DOI: 10.1016/j.aohep.2024.101514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 05/31/2024] [Indexed: 07/01/2024]
Affiliation(s)
- Federico Diaz Telli
- Department of Radiology, Austral University Hospital, Austral University, Buenos Aires, Argentina
| | | | - Adriana Varón
- Hepatology and Liver Transplantation Unit, La Cardio Hospital, Bogotá, Colombia
| | - Lorena Castro
- Hepatology and Gastroenterology, Clinca Los Andes, Santiago de Chile, Chile
| | - Norberto Chavez Tapia
- Gastroenterology, Translational Department, Research and Ethical Committee, Medica Sur Clinic & Foundation, Mexico City, Mexico
| | - Federico Piñero
- Hepatology and Liver Transplant Unit, Austral University Hospital, Austral University, Buenos Aires, Argentina..
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3
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Cabibbo G, Celsa C, Rimassa L, Torres F, Rimola J, Kloeckner R, Bruix J, Cammà C, Reig M. Navigating the landscape of liver cancer management: Study designs in clinical trials and clinical practice. J Hepatol 2024; 80:957-966. [PMID: 38307346 DOI: 10.1016/j.jhep.2024.01.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Revised: 12/28/2023] [Accepted: 01/18/2024] [Indexed: 02/04/2024]
Abstract
Hepatocellular carcinoma (HCC) is the fourth leading cause of cancer death worldwide and its prognosis is highly heterogeneous, being related not only to tumour burden but also to the severity of underlying chronic liver disease. Moreover, advances in systemic therapies for HCC have increased the complexity of patient management. Randomised-controlled trials represent the gold standard for evidence generation across all areas of medicine and especially in the oncology field, as they allow for unbiased estimates of treatment effect without confounders. Observational studies have many problems that could reduce their internal and external validity. However, large prospective (well-conducted) observational real-world studies can detect rare adverse events or monitor the occurrence of long-term adverse events. How best to harness real world data, which refers to data generated from the routine care of patients, and real-world 'evidence', which is the evidence generated from real-world data, represents an open challenge. In this review article, we aim to provide an overview of the benefits and limitations of different study designs, particularly focusing on randomised-controlled trials and observational studies, to address important and not fully resolved questions in HCC research.
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Affiliation(s)
- Giuseppe Cabibbo
- Section of Gastroenterology and Hepatology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, Palermo, Italy.
| | - Ciro Celsa
- Section of Gastroenterology and Hepatology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, Palermo, Italy; Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, Du Cane Road, W120HS London, UK
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (Milan), Italy; Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano (Milan), Italy
| | - Ferran Torres
- Biostatistics Unit, Medical School, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Jordi Rimola
- Barcelona Clinic Liver Cancer (BCLC) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; Liver Oncology Unit, Radiology Department, CDI, Hospital Clínic of Barcelona, 08036 Barcelona, Spain
| | - Roman Kloeckner
- Institute of Interventional Radiology, University Hospital Schleswig-Holstein-Campus Lubeck, 23583 Lubeck, Germany
| | - Jordi Bruix
- Barcelona Clinic Liver Cancer (BCLC) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain
| | - Calogero Cammà
- Section of Gastroenterology and Hepatology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, Palermo, Italy
| | - Maria Reig
- Barcelona Clinic Liver Cancer (BCLC) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; Liver Oncology Unit, Liver Unit, Hospital Clinic de Barcelona, Barcelona, Spain; Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain; Barcelona University, Barcelona, Spain.
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4
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Iavarone M, Nault JC, Cabibbo G, Torres F, Reig M. Indolent cancer and pattern of progression: Two missing parameters in trial design for hepatology. Hepatology 2024; 79:1452-1462. [PMID: 37399245 PMCID: PMC11095876 DOI: 10.1097/hep.0000000000000527] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 01/20/2023] [Indexed: 07/05/2023]
Abstract
The indolent and aggressive behaviors of HCC might have a role in clinical trial (CT) results; however, the indolent HCC is less analyzed compared to others cancer. Indolent profile could be characterized as follows: (1) patients with low risk of progression itself due to the HCC molecular profile and/or due to the interaction between cancer cell their microenvironment; (2) patients who achieve objective response or present spontaneous regression; and (3) patients who develop radiological progression with no consequence on either the liver function or general status, and without trigger a change in the tumor stage. Patients with "indolent HCC" generally never develop cancer-related symptoms neither die for HCC-related causes. Thus, we hypothesize that the imbalance in the proportion of "indolent" versus "aggressive HCC" between arms or the underestimation/overestimation of HCC behavior at baseline in single-arm CT could be associated with CT failure or under-overestimation of trial results. The "indolent progression" may also explain the discrepancy between radiological progression-based end points and survival. Moreover, we discuss the related causes that explain the indolent profile of HCC and propose (1) refining the progression-related end point by the pattern of progression to minimize the limitations of the current end points; (2) considering alternative statistical tools for survival analysis such as milestone survival, or restricted mean survival time to capture the value of indolent HCC. According to these considerations, we propose incorporating novel end points into the single arm of phase I/II CT as exploratory analysis or as a secondary end point in phase III CT.
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Affiliation(s)
- Massimo Iavarone
- Foundation IRCCS Ca’ Granda Ospedale Maggiore Policlinico—Division of Gastroenterology and Hepatology, Milan, Italy
| | - Jean-Charles Nault
- Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université de Paris Cité, team « Functional Genomics of Solid Tumors », Equipe labellisée Ligue Nationale Contre le Cancer, Labex OncoImmunology, Paris, France
- Service d’hépatologie, Hôpital Avicenne, Hôpitaux Universitaires Paris-Seine-Saint-Denis, Assistance-Publique Hôpitaux de Paris, Bobigny, France
- Unité de Formation et de Recherche Santé Médecine et Biologie Humaine, Université Paris nord, Bobigny, France
| | - Giuseppe Cabibbo
- Section of Gastroenterology & Hepatology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
| | - Ferran Torres
- Biostatistics Unit, Medical School, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Maria Reig
- Liver Oncology Unit. Liver Unit, Hospital Clínic Barcelona, Barcelona, Spain
- BCLC group, FUNDACIO/IDIBAPS, Barcelona, Spain
- CIBEREHD, Madrid, Spain
- Universitat de Barcelona, Barcelona, Spain
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5
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Celsa C, Cabibbo G, Pinato DJ, Di Maria G, Enea M, Vaccaro M, Battaglia S, Rizzo GEM, Giuffrida P, Giacchetto CM, Rancatore G, Grassini MV, Cammà C. Balancing Efficacy and Tolerability of First-Line Systemic Therapies for Advanced Hepatocellular Carcinoma: A Network Meta-Analysis. Liver Cancer 2024; 13:169-180. [PMID: 38751554 PMCID: PMC11095611 DOI: 10.1159/000531744] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 06/27/2023] [Indexed: 05/18/2024] Open
Abstract
Background Atezolizumab + bevacizumab represent the current standard of care for first-line treatment of advanced hepatocellular carcinoma (HCC). However, direct comparison with other combination treatments including immune checkpoint inhibitors (ICI) + tyrosine kinase inhibitors (TKIs) are lacking. Objectives This network meta-analysis (NMA) aims to indirectly compare the efficacy and the safety of first-line systemic therapies for unresectable advanced HCC. Method A literature search of MEDLINE, Embase, and SCOPUS databases was conducted up to October 31, 2022. Phase 3 randomized controlled trials (RCTs) testing TKIs, including sorafenib and lenvatinib, or ICIs reporting overall survival (OS) and progression-free survival (PFS) were included. Individual survival data were extracted from OS and PFS curves to calculate restricted mean survival time. A Bayesian NMA was performed to compare treatments in terms of efficacy (15- and 30-month OS, 6-month PFS) and safety, represented by grade ≥3 (severe) adverse events (SAEs). The incremental safety-effectiveness ratio as measure of net health benefit was calculated as the difference in SAE probability divided by survival difference between the 2 most effective treatments. Results Nine RCTs enrolling 6,600 patients were included. Atezolizumab plus bevacizumab showed the highest probability (88%) of achieving the 30-month OS landmark. Lenvatinib showed a probability of 86% of achieving best PFS outcomes. ICI monotherapies ranked as most tolerable. Atezolizumab plus bevacizumab showed the best net health benefit for OS, compared to durvalumab plus tremelimumab. When evaluating the net health benefit for PFS, at a willingness-to-risk threshold of 10% of SAEs for life-month gained, atezolizumab plus bevacizumab was favoured in 78% of cases, while at threshold of 30% of SAEs for life-month gained, lenvatinib was favoured in 76% of cases. Conclusions Atezolizumab plus bevacizumab is the best treatment in terms of net benefit and therefore it should be recommended as standard of care. Compared to atezolizumab plus bevacizumab, lenvatinib monotherapy had the best net benefit for PFS when physicians and patients are available to accept a higher risk of toxicity.
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Affiliation(s)
- Ciro Celsa
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
- Department of Surgical, Oncological, and Oral Sciences, University of Palermo, Palermo, Italy
| | - Giuseppe Cabibbo
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
| | - David James Pinato
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Gabriele Di Maria
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
| | - Marco Enea
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
| | - Marco Vaccaro
- Dipartimento di Scienze Economiche, Aziendali e Statistiche, University of Palermo, Palermo, Italy
| | - Salvatore Battaglia
- Dipartimento di Scienze Economiche, Aziendali e Statistiche, University of Palermo, Palermo, Italy
| | - Giacomo Emanuele Maria Rizzo
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
- Department of Surgical, Oncological, and Oral Sciences, University of Palermo, Palermo, Italy
| | - Paolo Giuffrida
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
| | - Carmelo Marco Giacchetto
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
| | - Gabriele Rancatore
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
| | - Maria Vittoria Grassini
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
| | - Calogero Cammà
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
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Fortuny M, Sanduzzi-Zamparelli M, Reig M. Systemic therapies in hepatocellular carcinoma: A revolution? United European Gastroenterol J 2024; 12:252-260. [PMID: 38267015 PMCID: PMC10954433 DOI: 10.1002/ueg2.12510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 11/06/2023] [Indexed: 01/26/2024] Open
Abstract
The evolution in systemic therapies in hepatocellular carcinoma (HCC) signifies a strategy of high-cost, high-gain innovation that originated with sorafenib, despite its limited impact on tumor response. This strategic approach paved the way for the emergence of a second wave of the short-lived competitive advantage, exemplified by the incorporation of atezolizumab plus bevacizumab and tremelimumab plus durvalumab. In the context of safety concerns within the liver cancer domain, the IMBRAVE150 and HIMALAYA trials boldly incorporated bevacizumab and tremelimumab, respectively, demonstrating the continuation of the high-risk, high-reward innovation paradigm. This review delves into the strengths, weaknesses, opportunities, and threats analysis of systemic therapies in the field of HCC.
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Affiliation(s)
- Marta Fortuny
- Barcelona Clinic Liver Cancer (BCLC) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Liver Oncology Unit, Liver Unit, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Marco Sanduzzi-Zamparelli
- Barcelona Clinic Liver Cancer (BCLC) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Liver Oncology Unit, Liver Unit, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
| | - Maria Reig
- Barcelona Clinic Liver Cancer (BCLC) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Liver Oncology Unit, Liver Unit, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Barcelona University, Barcelona, Spain
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7
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Cabibbo G, Daniele B, Borzio M, Casadei-Gardini A, Cillo U, Colli A, Conforti M, Dadduzio V, Dionisi F, Farinati F, Gardini I, Giannini EG, Golfieri R, Guido M, Mega A, Cinquini M, Piscaglia F, Rimassa L, Romanini L, Pecorelli A, Sacco R, Scorsetti M, Viganò L, Vitale A, Trevisani F. Multidisciplinary treatment of hepatocellular carcinoma in 2023: Italian practice Treatment Guidelines of the Italian Association for the Study of the Liver (AISF), Italian Association of Medical Oncology (AIOM), Italian Association of Hepato-Bilio-Pancreatic Surgery (AICEP), Italian Association of Hospital Gastroenterologists (AIGO), Italian Association of Radiology and Clinical Oncology (AIRO), Italian Society of Pathological Anatomy and Diagnostic Cytology (SIAPeC-IAP), Italian Society of Surgery (SIC), Italian Society of Gastroenterology (SIGE), Italian Society of Medical and Interventional Radiology (SIRM), Italian Organ Transplant Society (SITO), and Association of Patients with Hepatitis and Liver Disease (EpaC) - Part II - Non-surgical treatments. Dig Liver Dis 2024; 56:394-405. [PMID: 38052656 DOI: 10.1016/j.dld.2023.10.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 10/13/2023] [Accepted: 10/30/2023] [Indexed: 12/07/2023]
Abstract
Worldwide, hepatocellular carcinoma (HCC) is the third most common cause of cancer-related death. The remarkable improvements in treating HCC achieved in the last years have increased the complexity of its management. Following the need to have updated guidelines on the multidisciplinary treatment management of HCC, the Italian Scientific Societies involved in the management of this cancer have promoted the drafting of a new dedicated document. This document was drawn up according to the GRADE methodology needed to produce guidelines based on evidence. Here is presented the second part of guidelines, focused on the multidisciplinary tumor board of experts and non-surgical treatments of HCC.
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Affiliation(s)
- Giuseppe Cabibbo
- Section of Gastroenterology and Hepatology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties PROMISE, University of Palermo, Gastroenterology Unit, Azienda Ospedaliera Universitaria Policlinico "Paolo Giaccone", Palermo, Italy.
| | - Bruno Daniele
- Oncology Unit, Ospedale del Mare, ASL Napoli 1 Centro, Napoli, Italy
| | - Mauro Borzio
- Centro Diagnostico Italiano (CDI), Milano, Italy
| | - Andrea Casadei-Gardini
- Department of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy
| | - Umberto Cillo
- General Surgery 2-Hepato-Pancreato-Biliary Surgery and Liver Transplantation Unit, Padua University Hospital, 35128 Padua, Italy
| | - Agostino Colli
- Dipartimento di Medicina Trasfusionale ed Ematologia, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | | | - Vincenzo Dadduzio
- Medical Oncology Unit, "Mons. A.R.Dimiccoli" Hospital, Barletta, ASL BT, Italy
| | - Francesco Dionisi
- Department of Radiation Oncology, IRCCS Regina Elena National Cancer Institute - Rome, Italy
| | - Fabio Farinati
- Department of Surgery, Oncology and Gastroenterology, University of Padova, 35128 Padova, Italy; Gastroenterology Unit, Azienda Ospedale-Università di Padova, 35128 Padova, Italy
| | - Ivan Gardini
- EpaC Onlus, Italian Liver Patient Association, Turin, Italy
| | - Edoardo Giovanni Giannini
- Gastroenterology Unit, Department of Internal Medicine, University of Genoa, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Rita Golfieri
- Alma Mater Studiorum" Bologna University, Bologna, Italy; Radiology Unit Madre Fortunata Toniolo Private Hospital, coordinator of Radiology centers Medipass Bologna, Bologna, Italy
| | - Maria Guido
- Department of Medicine, University of Padova, Padova - Italy
| | - Andrea Mega
- Department of Gastronterology, Regional Hospital Bolzano, Italy
| | - Michela Cinquini
- Oncology Department, Istituto di Ricerche Farmacologiche Mario Negri, IRCCS, Milano, Italy
| | - Fabio Piscaglia
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Italy; Department of Medical and Surgical Sciences, University of Bologna, Italy
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Milan, Italy; Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Laura Romanini
- Radiology Unit, Ospedale di Cremona, ASST Cremona, Cremona, Italy
| | - Anna Pecorelli
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Rodolfo Sacco
- Gastroenterology and Endoscopy Unit, Department of Surgical and Medical Sciences, University of Foggia, 71100 Foggia, Italy
| | - Marta Scorsetti
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Milan, Italy; Department of Radiotherapy and Radiosurgery, Humanitas Research Hospital IRCCS, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Luca Viganò
- Hepatobiliary Unit, Department of Minimally Invasive General & Oncologic Surgery, Humanitas Gavazzeni University Hospital, Viale M. Gavazzeni 21, 24125 Bergamo, Italy; Department of Biomedical Sciences, Humanitas University, Viale Rita Levi Montalcini 4, 20090 Milan, Italy
| | - Alessandro Vitale
- General Surgery 2-Hepato-Pancreato-Biliary Surgery and Liver Transplantation Unit, Padua University Hospital, 35128 Padua, Italy
| | - Franco Trevisani
- Department of Medical and Surgical Sciences, University of Bologna, Italy; Unit of Semeiotics, Liver and Alcohol-Related Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.
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8
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Lim M, Muquith M, Miramontes B, Lee CJ, Espinoza M, Huang YH, Hsiehchen D. Surrogate and modified endpoints for immunotherapy in advanced hepatocellular carcinoma. Hepatology 2023; 78:1755-1762. [PMID: 37254559 DOI: 10.1097/hep.0000000000000494] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 04/27/2023] [Indexed: 06/01/2023]
Abstract
BACKGROUND AND AIMS Immunotherapies have altered the treatment paradigm in HCC. Surrogate and modified endpoints are used to assess early success in clinical studies and guide clinical practice. We sought to determine whether surrogate endpoints and modifications to the conventional criteria for tumor response (RECIST), including modified RECIST (mRECIST) and immune-modified RECIST (imRECIST), are valid measures to predict overall survival (OS) in HCC treated with immunotherapies. APPROACH AND RESULTS We performed an individual-level post hoc analysis of patients treated with atezolizumab and bevacizumab in the IMbrave150 trial (N = 279) and a cross-sectional analysis of a multicenter real-world patient cohort treated with immunotherapy (N = 328). Landmark analyses showed that objective response rates by RECIST were associated with greater OS including among Child-Pugh A and B patients and among patients treated with immunotherapies in the first- or second-line setting (IMbrave150: HR 0.24, 95% CI, 0.17-0.33; RW: HR 0.25, 95% CI, 0.15-0.43). Objective response rates by mRECIST or imRECIST were not associated with the greater predictive power of OS benefit (mRECIST: HR 0.30, 95% CI, 0.22-0.42; imRECIST: HR 0.36, 95% CI, 0.30-0.51). Progression-free survival determined by RECIST was only moderately correlated with OS, and this association was not improved using mRECIST or imRECIST. CONCLUSIONS Our results clarify the utility of surrogate and modified endpoints in HCC treated with immunotherapies and support the use of RECIST objective response rates as an appropriate signal-finding measure for the evaluation of emerging treatments. Contrary to their intended purpose, mRECIST and imRECIST did not provide meaningful improvements in predicting OS benefits.
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Affiliation(s)
- Mir Lim
- Division of Hematology and Oncology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Maishara Muquith
- Division of Hematology and Oncology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Bernadette Miramontes
- Division of Hematology and Oncology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Chieh-Ju Lee
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Institute of Clinical Medicine, Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Magdalena Espinoza
- Division of Digestive and Liver Diseases, Department of Internal Medicine, Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Yi-Hsiang Huang
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Institute of Clinical Medicine, Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Healthcare and Services Center, Taipei Veterans General Hospital, Taipei, Taiwan
| | - David Hsiehchen
- Division of Hematology and Oncology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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9
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Zeng Q, Klein C, Caruso S, Maille P, Allende DS, Mínguez B, Iavarone M, Ningarhari M, Casadei-Gardini A, Pedica F, Rimini M, Perbellini R, Boulagnon-Rombi C, Heurgué A, Maggioni M, Rela M, Vij M, Baulande S, Legoix P, Lameiras S, Bruges L, Gnemmi V, Nault JC, Campani C, Rhee H, Park YN, Iñarrairaegui M, Garcia-Porrero G, Argemi J, Sangro B, D'Alessio A, Scheiner B, Pinato DJ, Pinter M, Paradis V, Beaufrère A, Peter S, Rimassa L, Di Tommaso L, Vogel A, Michalak S, Boursier J, Loménie N, Ziol M, Calderaro J. Artificial intelligence-based pathology as a biomarker of sensitivity to atezolizumab-bevacizumab in patients with hepatocellular carcinoma: a multicentre retrospective study. Lancet Oncol 2023; 24:1411-1422. [PMID: 37951222 DOI: 10.1016/s1470-2045(23)00468-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/13/2023] [Accepted: 09/14/2023] [Indexed: 11/13/2023]
Abstract
BACKGROUND Clinical benefits of atezolizumab plus bevacizumab (atezolizumab-bevacizumab) are observed only in a subset of patients with hepatocellular carcinoma and the development of biomarkers is needed to improve therapeutic strategies. The atezolizumab-bevacizumab response signature (ABRS), assessed by molecular biology profiling techniques, has been shown to be associated with progression-free survival after treatment initiation. The primary objective of our study was to develop an artificial intelligence (AI) model able to estimate ABRS expression directly from histological slides, and to evaluate if model predictions were associated with progression-free survival. METHODS In this multicentre retrospective study, we developed a model (ABRS-prediction; ABRS-P), which was derived from the previously published clustering-constrained attention multiple instance learning (or CLAM) pipeline. We trained the model fit for regression analysis using a multicentre dataset from The Cancer Genome Atlas (patients treated by surgical resection, n=336). The ABRS-P model was externally validated on two independent series of samples from patients with hepatocellular carcinoma (a surgical resection series, n=225; and a biopsy series, n=157). The predictive value of the model was further tested in a series of biopsy samples from a multicentre cohort of patients with hepatocellular carcinoma treated with atezolizumab-bevacizumab (n=122). All samples in the study were from adults (aged ≥18 years). The validation sets were sampled between Jan 1, 2008, to Jan 1, 2023. For the multicentre validation set, the primary objective was to assess the association of high versus low ABRS-P values, defined relative to cross-validation median split thresholds in the first biopsy series, with progression-free survival after treatment initiation. Finally, we performed spatial transcriptomics and matched prediction heatmaps with in situ expression profiles. FINDINGS Of the 840 patients sampled, 641 (76%) were male and 199 (24%) were female. Across the development and validation datasets, hepatocellular carcinoma risk factors included alcohol intake, hepatitis B and C virus infections, and non-alcoholic steatohepatitis. Using cross-validation in the development series, the mean Pearson's correlation between ABRS-P values and ABRS score (mean expression of ABRS genes) was r=0·62 (SD 0·09; mean p<0·0001, SD<0·0001). The ABRS-P generalised well on the external validation series (surgical resection series, r=0·60 [95% CI 0·51-0·68], p<0·0001; biopsy series, r=0·53 [0·40-0·63], p<0·0001). In the 122 patients treated with atezolizumab-bevacizumab, those with ABRS-P-high tumours (n=74) showed significantly longer median progression-free survival than those with ABRS-P-low tumours (n=48) after treatment initiation (12 months [95% CI 7-not reached] vs 7 months [4-9]; p=0·014). Spatial transcriptomics showed significantly higher ABRS score, along with upregulation of various other immune effectors, in tumour areas with high ABRS-P values versus areas with low ABRS-P values. INTERPRETATION Our study indicates that AI applied on hepatocellular carcinoma digital slides is able to serve as a biomarker for progression-free survival in patients treated with atezolizumab-bevacizumab. This approach could be used in the development of inexpensive and fast biomarkers for targeted therapies. The combination of AI heatmaps with spatial transcriptomics provides insight on the molecular features associated with predictions. This methodology could be applied to other cancers or diseases and improve understanding of the biological mechanisms that drive responses to treatments. FUNDING Institut National du Cancer, Fondation ARC, China Scholarship Council, Ligue Contre le Cancer du Val de Marne, Fondation de l'Avenir, Ipsen, and Fondation Bristol Myers Squibb Pour la Recherche en Immuno-Oncologie.
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Affiliation(s)
- Qinghe Zeng
- Centre d'Histologie, d'Imagerie et de Cytométrie, Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université Paris Cité, Paris, France; Laboratoire d'Informatique Paris Descartes, Université Paris Cité, Paris, France
| | - Christophe Klein
- Centre d'Histologie, d'Imagerie et de Cytométrie, Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université Paris Cité, Paris, France
| | - Stefano Caruso
- Université Paris Est Créteil, INSERM, IMRB, Créteil, France; Department of Pathology, Henri Mondor-Albert Chenevier University Hospital, AP-HP, Créteil, France
| | - Pascale Maille
- Université Paris Est Créteil, INSERM, IMRB, Créteil, France; Department of Pathology, Henri Mondor-Albert Chenevier University Hospital, AP-HP, Créteil, France
| | - Daniela S Allende
- Pathology Department and Robert J Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Beatriz Mínguez
- Liver Unit, Hospital Universitario Vall d'Hebron, Barcelona, Spain; Liver Cancer Research Group, Liver Diseases, Vall d'Hebron Institut de Recerca, Barcelona, Spain; Department of Medicine, Universitat Autònoma de Barcelona, Bellaterra, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain
| | - Massimo Iavarone
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Massih Ningarhari
- Centre Hospitalier Universitaire de Lille, Hôpital Huriez, Maladies de l'Appareil Digestif, Lille, France; Université de Lille, INSERM, INFINITE, Lille, France
| | - Andrea Casadei-Gardini
- Department of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy
| | | | - Margherita Rimini
- Department of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy
| | - Riccardo Perbellini
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Camille Boulagnon-Rombi
- Reims University Hospital, Department of Pathology, Reims, France; Research Unit CNRS UMR 7369 MEDyC, Université de Reims Champagne-Ardenne, Faculté de Médecine de Reims, Reims, France
| | | | - Marco Maggioni
- Department of Pathology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Mohamed Rela
- The Institute of Liver Disease and Transplantation, Dr Rela Institute and Medical Centre, Bharath Institute of Higher Education and Research, Chennai, India
| | - Mukul Vij
- Department of Pathology, Dr Rela Institute and Medical Centre, Bharath Institute of Higher Education and Research, Chennai, India
| | - Sylvain Baulande
- Institut Curie Genomics of Excellence NGS Platform, Institut Curie, Paris, France
| | - Patricia Legoix
- Institut Curie Genomics of Excellence NGS Platform, Institut Curie, Paris, France
| | - Sonia Lameiras
- Institut Curie Genomics of Excellence NGS Platform, Institut Curie, Paris, France
| | - Léa Bruges
- Centre Hospitalier Universitaire de Lille, Hôpital Huriez, Maladies de l'Appareil Digestif, Lille, France; Université de Lille, INSERM, INFINITE, Lille, France
| | - Viviane Gnemmi
- Service d'Anatomie Pathologique, Centre de Biologie Pathologique, CHU Lille, Lille, France; JPARC-Jean-Pierre Aubert Research Center, Lille, France
| | - Jean-Charles Nault
- AP-HP Paris Nord, Hôpital Universitaire Avicenne, Service d'Hépatologie, Paris, France; Centre de Recherche des Cordeliers, Sorbonne Université, Paris, France; INSERM, Université de Paris Cité, Functional Genomics of Solid Tumors, Paris, France
| | - Claudia Campani
- Centre de Recherche des Cordeliers, Sorbonne Université, Paris, France; INSERM, Université de Paris Cité, Functional Genomics of Solid Tumors, Paris, France
| | - Hyungjin Rhee
- Department of Radiology, Research Institute of Radiological Science, Center for Clinical Imaging Data Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Young Nyun Park
- Department of Pathology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea; Graduate School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, South Korea
| | - Mercedes Iñarrairaegui
- Liver Unit, Clínica Universidad de Navarra, Pamplona, Spain; Department of Internal Medicine, Clínica Universidad de Navarra, Pamplona, Spain; Instituto de Investigación Sanitaria de Navarra, Pamplona, Spain; Centro de Investigación Sanitaria en Red de Enfermedades Hepáticas y Digestivas, Madrid, Spain
| | | | - Josepmaria Argemi
- Liver Unit and HPB Oncology Area, Clínica Universidad de Navarra and CIBEREHD, Pamplona, Spain; Hepatology Program, Centro de Investigación Médica Aplicada, Universidad de Navarra, Pamplona, Spain
| | - Bruno Sangro
- Liver Unit and HPB Oncology Area, Clínica Universidad de Navarra and CIBEREHD, Pamplona, Spain; Hepatology Program, Centro de Investigación Médica Aplicada, Universidad de Navarra, Pamplona, Spain
| | - Antonio D'Alessio
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK; Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Bernhard Scheiner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - David James Pinato
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale "A Avogadro", Novara, Italy
| | - Matthias Pinter
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Valérie Paradis
- Centre de Recherche sur l'Inflammation, INSERM 1149, Université Paris Cité, Paris, France; Pathology Department, Beaujon Hospital, AP-HP Nord, Clichy, France
| | - Aurélie Beaufrère
- Centre de Recherche sur l'Inflammation, INSERM 1149, Université Paris Cité, Paris, France; Pathology Department, Beaujon Hospital, AP-HP Nord, Clichy, France
| | - Simon Peter
- Department of Gastroenterology, Hepatology and Endocrinology and Center for Personalized Medicine, Hannover Medical School, Hannover, Germany
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Medical Oncology and Hematology Unit, Humanitas Cancer Center IRCCS Humanitas Research Hospital, Milan, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Pathology Unit, Humanitas Cancer Center IRCCS Humanitas Research Hospital, Milan, Italy
| | - Arndt Vogel
- Department of Gastroenterology, Hepatology and Endocrinology and Center for Personalized Medicine, Hannover Medical School, Hannover, Germany
| | - Sophie Michalak
- Laboratoire HIFIH, EA 3859, Université d'Angers, Angers, France; Angers University Hospital, Department of Pathology, Angers, France
| | - Jérôme Boursier
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France; Laboratoire Hémodynamique, Interaction Fibrose et Invasivité Tumorales Hépatiques, University Paris Research, Structure Fédérative de Recherche, Interactions Cellulaires et Applications Thérapeutiques 4208, University of Angers, Angers, France
| | - Nicolas Loménie
- Laboratoire d'Informatique Paris Descartes, Université Paris Cité, Paris, France
| | - Marianne Ziol
- Centre de Ressources Biologiques (BB-0033-00027) Hôpitaux Universitaires Paris-Seine-Saint-Denis, AP-HP, Bobigny, France; Service d'Anatomie Pathologique, Hôpital Avicenne, Hôpitaux Universitaires Paris-Seine-Saint-Denis, AP-HP, Bobigny, France
| | - Julien Calderaro
- Université Paris Est Créteil, INSERM, IMRB, Créteil, France; Department of Pathology, Henri Mondor-Albert Chenevier University Hospital, AP-HP, Créteil, France.
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10
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Singal AG, Kudo M, Bruix J. Breakthroughs in Hepatocellular Carcinoma Therapies. Clin Gastroenterol Hepatol 2023; 21:2135-2149. [PMID: 36813012 PMCID: PMC10293061 DOI: 10.1016/j.cgh.2023.01.039] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 12/22/2022] [Accepted: 01/23/2023] [Indexed: 02/24/2023]
Abstract
Several breakthroughs in hepatocellular carcinoma (HCC) therapy across tumor stages provide hope to improve its dismal prognosis. Although surgical and local ablative therapies have few significant changes in technique, an improved understanding of tumor biology has facilitated increase numbers of patients who are now eligible to undergo curative-intent procedures. Most notably, acceptable post-transplant outcomes can be achieved in well selected patients whose tumors are downstaged into Milan Criteria. Adjuvant therapy in patients at high risk of recurrence also significantly improves recurrence-free survival after resection or ablation. For patients with liver-localized disease who are not eligible for curative-intent procedures, transarterial chemoembolization (TACE) was historically the treatment modality of choice, regardless of tumor burden; however, there is now increased recognition of patients who are "TACE unsuitable" and may be better treated with systemic therapy. The greatest evolution in HCC treatment options has occurred with systemic therapy, where several new agents are now available in the first- and second-line setting, including immune checkpoint inhibitor combinations. Objective responses are observed in approximately 30% of patients and median survival is approaching 2 years. The availability of immune checkpoint inhibitors has renewed interest in combination therapies for earlier tumor stages, with several phase III trials ongoing. Considering increasing complexities of HCC care, requiring decisions between therapies delivered by different providers, multidisciplinary care is critical and is associated with improved clinical outcomes. In this review, we detail major breakthroughs in HCC therapy, how these breakthroughs can be applied in clinical practice, and remaining areas in need of further research.
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Affiliation(s)
- Amit G Singal
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, Texas.
| | - Masatoshi Kudo
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka Japan.
| | - Jordi Bruix
- Barcelona Clinic Liver Cancer Group, Liver Unit, August Pi i Sunyer Biomedical Research Institute, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Hospital Clinic, University of Barcelona, Barcelona, Spain.
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11
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Cabibbo G, Edeline J. The prognostic role of tumour progression and liver function at progression under immunotherapy for hepatocellular carcinoma. Liver Int 2023; 43:528-530. [PMID: 36808694 DOI: 10.1111/liv.15513] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 01/03/2023] [Indexed: 02/23/2023]
Affiliation(s)
- Giuseppe Cabibbo
- Section of Gastroenterology and Hepatology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties PROMISE, University of Palermo, Palermo, Italy
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12
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Giuffrida P, Celsa C, Antonucci M, Peri M, Grassini MV, Rancatore G, Giacchetto CM, Cannella R, Incorvaia L, Corsini LR, Morana P, La Mantia C, Badalamenti G, Brancatelli G, Cammà C, Cabibbo G. The Evolving Scenario in the Assessment of Radiological Response for Hepatocellular Carcinoma in the Era of Immunotherapy: Strengths and Weaknesses of Surrogate Endpoints. Biomedicines 2022; 10:2827. [PMID: 36359347 PMCID: PMC9687474 DOI: 10.3390/biomedicines10112827] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 11/02/2022] [Indexed: 08/30/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a challenging malignancy characterised by clinical and biological heterogeneity, independent of the stage. Despite the application of surveillance programs, a substantial proportion of patients are diagnosed at advanced stages when curative treatments are no longer available. The landscape of systemic therapies has been rapidly growing over the last decade, and the advent of immune-checkpoint inhibitors (ICIs) has changed the paradigm of systemic treatments. The coexistence of the tumour with underlying cirrhosis exposes patients with HCC to competing events related to tumour progression and/or hepatic decompensation. Therefore, it is relevant to adopt proper clinical endpoints to assess the extent of treatment benefit. While overall survival (OS) is the most accepted endpoint for phase III randomised controlled trials (RCTs) and drug approval, it is affected by many limitations. To overcome these limits, several clinical and radiological outcomes have been used. For instance, progression-free survival (PFS) is a useful endpoint to evaluate the benefit of sequential treatments, since it is not influenced by post-progression treatments, unlike OS. Moreover, radiological endpoints such as time to progression (TTP) and objective response rate (ORR) are frequently adopted. Nevertheless, the surrogacy between these endpoints and OS in the setting of unresectable HCC (uHCC) remains uncertain. Since most of the surrogate endpoints are radiology-based (e.g., PFS, TTP, ORR), the use of standardised tools is crucial for the evaluation of radiological response. The optimal way to assess the radiological response has been widely debated, and many criteria have been proposed over the years. Furthermore, none of the criteria have been validated for immunotherapy in advanced HCC. The coexistence of the underlying chronic liver disease and the access to several lines of treatments highlight the urgent need to capture early clinical benefit and the need for standardised radiological criteria to assess cancer response when using ICIs in mono- or combination therapies. Here, we review the most commonly used clinical and radiological endpoints for trial design, as well as their surrogacy with OS. We also review the criteria for radiological response to treatments for HCC, analysing the major issues and the potential future perspectives.
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Affiliation(s)
- Paolo Giuffrida
- Section of Gastroenterology & Hepatology, Department of Health Promotion Sciences Maternal and Infant Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, 90127 Palermo, Italy
| | - Ciro Celsa
- Section of Gastroenterology & Hepatology, Department of Health Promotion Sciences Maternal and Infant Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, 90127 Palermo, Italy
- Department of Surgical, Oncological, and Oral Sciences (Di.Chir.On.S.), University of Palermo, 90127 Palermo, Italy
| | - Michela Antonucci
- Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127 Palermo, Italy
| | - Marta Peri
- Department of Surgical, Oncological, and Oral Sciences (Di.Chir.On.S.), University of Palermo, 90127 Palermo, Italy
| | - Maria Vittoria Grassini
- Section of Gastroenterology & Hepatology, Department of Health Promotion Sciences Maternal and Infant Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, 90127 Palermo, Italy
| | - Gabriele Rancatore
- Section of Gastroenterology & Hepatology, Department of Health Promotion Sciences Maternal and Infant Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, 90127 Palermo, Italy
| | - Carmelo Marco Giacchetto
- Section of Gastroenterology & Hepatology, Department of Health Promotion Sciences Maternal and Infant Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, 90127 Palermo, Italy
| | - Roberto Cannella
- Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127 Palermo, Italy
| | - Lorena Incorvaia
- Department of Surgical, Oncological, and Oral Sciences (Di.Chir.On.S.), University of Palermo, 90127 Palermo, Italy
| | - Lidia Rita Corsini
- Department of Surgical, Oncological, and Oral Sciences (Di.Chir.On.S.), University of Palermo, 90127 Palermo, Italy
| | - Piera Morana
- Section of Gastroenterology & Hepatology, Department of Health Promotion Sciences Maternal and Infant Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, 90127 Palermo, Italy
| | - Claudia La Mantia
- Section of Gastroenterology & Hepatology, Department of Health Promotion Sciences Maternal and Infant Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, 90127 Palermo, Italy
| | - Giuseppe Badalamenti
- Department of Surgical, Oncological, and Oral Sciences (Di.Chir.On.S.), University of Palermo, 90127 Palermo, Italy
| | - Giuseppe Brancatelli
- Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127 Palermo, Italy
| | - Calogero Cammà
- Section of Gastroenterology & Hepatology, Department of Health Promotion Sciences Maternal and Infant Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, 90127 Palermo, Italy
| | - Giuseppe Cabibbo
- Section of Gastroenterology & Hepatology, Department of Health Promotion Sciences Maternal and Infant Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, 90127 Palermo, Italy
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