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Soni L, Soopramanien J, Acharya A, Ashrafian H, Giannarou S, Fotiadis N, Darzi A. The use of machine learning in transarterial chemoembolisation/transarterial embolisation for patients with intermediate-stage hepatocellular carcinoma: a systematic review. LA RADIOLOGIA MEDICA 2025:10.1007/s11547-025-02013-y. [PMID: 40317437 DOI: 10.1007/s11547-025-02013-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 03/25/2025] [Indexed: 05/07/2025]
Abstract
Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related deaths worldwide. Intermediate-stage HCC is often treated with either transcatheter arterial chemoembolisation (TACE) or transcatheter arterial embolisation (TAE). Integrating machine learning (ML) offers the possibility of improving treatment outcomes through enhanced patient selection. This systematic review evaluates the effectiveness of ML models in improving the precision and efficacy of both TACE and TAE for intermediate-stage HCC. A comprehensive search of PubMed, EMBASE, Web of Science, and Cochrane Library databases was conducted for studies applying ML models to TACE and TAE in patients with intermediate-stage HCC. Seven studies involving 4,017 patients were included. All included studies were from China. Various ML models, including deep learning and radiomics, were used to predict treatment response, yielding a high predictive accuracy (AUC 0.90). However, study heterogeneity limited comparisons. While ML shows potential in predicting treatment outcomes, further research with standardised protocols and larger, multi-centre trials is needed for clinical integration.
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Affiliation(s)
- Lakshya Soni
- Institute of Global Health Innovation, Imperial College London, London, UK.
- Royal Marsden Hospital, London, UK.
| | | | - Amish Acharya
- Institute of Global Health Innovation, Imperial College London, London, UK
| | - Hutan Ashrafian
- Institute of Global Health Innovation, Imperial College London, London, UK
| | | | - Nicos Fotiadis
- Royal Marsden Hospital, London, UK.
- Institute of Cancer Research, London, UK.
| | - Ara Darzi
- Institute of Global Health Innovation, Imperial College London, London, UK
- Institute of Cancer Research, London, UK
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2
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Choudhury A, Roy A, Mukund A, Sharma D, Heo S, Choi WM. Managing Complex Hepatocellular Carcinoma Subtypes: Diffuse Infiltrative, Large Tumours, and Tumour Rupture-The Challenges and Strategies. J Clin Exp Hepatol 2025; 15:102505. [PMID: 40028241 PMCID: PMC11870255 DOI: 10.1016/j.jceh.2025.102505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Accepted: 01/11/2025] [Indexed: 03/05/2025] Open
Abstract
Hepatocellular carcinoma (HCC) is the sixth most common cause of cancer globally, third most common cause of cancer-related death, and most common primary liver malignancy. Whilst nodular well-defined HCC remains the classical phenotype, presentations with infiltrative phenotype, very large HCC, and complications as tumour rupture provide immense diagnostic and therapeutic challenges. Infiltrative HCC is difficult to distinguish against the background cirrhotic liver. They are ill defined on imaging, have poor vascularity, and aggressive biological behaviour. Vascular invasion, metastasis, and poor response to loco-regional, as well as systemic therapy, leads to dismal prognosis. Very large HCCs have a relatively better prognosis than infiltrative HCC and mandate multimodal therapies to downstage for a curative response including liver transplant. Improvement in interventional radiology techniques, emerging evidence with systemic therapies including immunotherapy, and better understanding of tumour biology have opened newer avenues in the management of such complex cases. HCC rupture is a catastrophic moment in the natural history of HCC which has an exponential increase in mortality. Clinical presentation of pain abdomen, hypotension/syncope, new onset, or sudden increase in ascites mandates a strong suspicion of rupture. Presence of hemoperitoneum on diagnostic tap and contrast extravasation in a computed tomography/magnetic resonance imaging are the diagnostic hallmarks. Emergency surgical intervention, locoregional therapies in the form of bland embolisation, or chemoembolisation forms the management cornerstone. The long-term survival and liver transplant as a curative therapy still needs more data as fear of tumour spread is a possibility. This review summarises the clinical challenges with this advance HCC and provides an algorithmic approach for management.
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Affiliation(s)
- Ashok Choudhury
- Department of Hepatology and Liver Transplant, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Akash Roy
- Apollo Multispeciality Hospitals, Kolkata and Apollo Hospitals Educational and Research Foundation), Institute of Gastrosciences and Liver Transplantation, Kolkata, India
| | - Amar Mukund
- Department of Intervention Radiology, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Deepti Sharma
- Department of Radiation Oncology, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Subin Heo
- Department of Radiology and Research Institute of Radiology, Asan Medical Centre, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Won-Mook Choi
- Department of Gastroenterology, Liver Centre, Asan Medical Centre, University of Ulsan College of Medicine, Seoul, Republic of Korea
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3
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Giannone F, Felli E, Cipriani F, Branciforte B, Rhaiem R, Al Taweel B, Brustia R, Salame E, Panaro F, Sommacale D, Piardi T, Torzilli G, Aldrighetti L, Schuster C, Pessaux P. Prognostic benefit of preoperative transarterial chemoembolization in upfront resectable large hepatocellular carcinoma: a multicentric propensity score based analysis of European high-volume centers. HPB (Oxford) 2024; 26:840-850. [PMID: 38553263 DOI: 10.1016/j.hpb.2024.03.1159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 03/09/2024] [Accepted: 03/17/2024] [Indexed: 06/02/2024]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) have a dismal prognosis and any effective neoadjuvant treatment has been validated to date. We aimed to investigate the role of neoadjuvant transarterial chemoembolization (TACE) in upfront resectable HCC larger than 5 cm. METHODS This is a multicentric retrospective study comparing outcomes of large HCC undergoing TACE followed by surgery or liver resection alone before and after propensity-score matching (PSM). RESULTS A total of 384 patients were included of whom 60 (15.6%) received TACE. This group did not differ from upfront resected cases neither in terms of disease-free survival (p = 0.246) nor in overall survival (p = 0.276). After PSM, TACE still did not influence long-term outcomes (p = 0.935 and p = 0.172, for DFS and OS respectively). In subgroup analysis, TACE improved OS only in HCC ≥10 cm (p = 0.045), with a borderline significance after portal vein embolization/ligation (p = 0.087) and in single HCC (p = 0.052). CONCLUSIONS TACE should not be systematically performed in all resectable large HCC. Selected cases could however potentially benefit from this procedure, as patients with huge and single tumors or those necessitating of a PVE.
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Affiliation(s)
- Fabio Giannone
- Department of Visceral and Digestive Surgery, University Hospital of Strasbourg, Strasbourg, France; Université de Strasbourg, Inserm, Institut de Recherche sur les Maladies Virales et Hépatiques, U1110, Strasbourg, France; Institut Hospitalo-Universitaire (IHU), Institute of Image-Guided Surgery, Strasbourg, France
| | - Emanuele Felli
- Liver Transplant and Surgery Department, Trousseau Hospital, Tours, France
| | - Federica Cipriani
- Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Bruno Branciforte
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Rami Rhaiem
- Department of Oncological Digestive Surgery, Hepatobiliary and Pancreatic Surgery Unit, University Reims Champagne-Ardenne, Reims, France
| | - Bader Al Taweel
- Department of Surgery, Division of HBP Surgery and Transplantation, Saint-Eloi Hospital, University Hospital of Montpellier, Montpellier, France
| | - Raffaele Brustia
- Department of Digestive and Hepato-pancreatic-biliary Surgery, AP-HP, Hôpital Henri-Mondor, Paris Est Créteil University, UPEC, Créteil, France; Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers", INSERM U955, Créteil, France
| | - Ephrem Salame
- Liver Transplant and Surgery Department, Trousseau Hospital, Tours, France
| | - Fabrizio Panaro
- Department of Surgery, Division of HBP Surgery and Transplantation, Saint-Eloi Hospital, University Hospital of Montpellier, Montpellier, France
| | - Daniele Sommacale
- Department of Digestive and Hepato-pancreatic-biliary Surgery, AP-HP, Hôpital Henri-Mondor, Paris Est Créteil University, UPEC, Créteil, France; Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers", INSERM U955, Créteil, France
| | - Tullio Piardi
- Department of Oncological Digestive Surgery, Hepatobiliary and Pancreatic Surgery Unit, University Reims Champagne-Ardenne, Reims, France
| | - Guido Torzilli
- Division of Hepatobiliary and General Surgery, Department of Surgery, Humanitas University, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Luca Aldrighetti
- Hepatobiliary Surgery Division, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Catherine Schuster
- Université de Strasbourg, Inserm, Institut de Recherche sur les Maladies Virales et Hépatiques, U1110, Strasbourg, France
| | - Patrick Pessaux
- Department of Visceral and Digestive Surgery, University Hospital of Strasbourg, Strasbourg, France; Université de Strasbourg, Inserm, Institut de Recherche sur les Maladies Virales et Hépatiques, U1110, Strasbourg, France; Institut Hospitalo-Universitaire (IHU), Institute of Image-Guided Surgery, Strasbourg, France.
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4
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Zhu M, Li Y, Liu D, Gong Z. Partial Hepatectomy Promotes the Development of KRASG12V-Induced Hepatocellular Carcinoma in Zebrafish. Cancers (Basel) 2024; 16:1793. [PMID: 38791872 PMCID: PMC11119731 DOI: 10.3390/cancers16101793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 04/30/2024] [Accepted: 05/04/2024] [Indexed: 05/26/2024] Open
Abstract
The purpose of this study was to investigate the effects of PH on the development of oncogenic krasG12V-induced HCC in zebrafish. The inducible HCC model in Tg(fabp10a:rtTA2s-M2; TRE2:EGFP-krasG12V) zebrafish was used. PH or sham surgery was performed before the induction of oncogenic krasG12V expression in the livers of transgenic zebrafish. Histological analysis was carried out to determine the progression of HCC and other HCC-associated features including hepatocyte proliferation, extracellular matrix production, and local oxidative stress. The similarity between the process of PH-induced liver regeneration and that of krasG12V-induced HCC development was further compared by RNA-Seq analysis. The results show that PH promotes the development of krasG12V-induced HCC in zebrafish possibly through enhancing neutrophil-mediated oxidative stress and promoting the upregulation of s100a1, and the downregulation of ribosome biogenesis.
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Affiliation(s)
- Mingkai Zhu
- Department of Biological Sciences, National University of Singapore, Singapore 117543, Singapore; (M.Z.); (Y.L.)
- School of Life Science, Southern University of Science and Technology, Shenzhen 518055, China
| | - Yan Li
- Department of Biological Sciences, National University of Singapore, Singapore 117543, Singapore; (M.Z.); (Y.L.)
| | - Dong Liu
- School of Life Science, Southern University of Science and Technology, Shenzhen 518055, China
| | - Zhiyuan Gong
- Department of Biological Sciences, National University of Singapore, Singapore 117543, Singapore; (M.Z.); (Y.L.)
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5
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Chan KS, Tay WX, Cheo FY, Shelat VG. Preoperative transarterial chemoembolization (TACE) + liver resection versus upfront liver resection for large hepatocellular carcinoma (≥5 cm): a systematic review and meta-analysis. Acta Chir Belg 2023; 123:601-617. [PMID: 37681991 DOI: 10.1080/00015458.2023.2256539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 09/04/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) accounts for majority of primary liver cancer. Use of preoperative neoadjuvant transarterial chemoembolization (PN-TACE) may result in tumor shrinkage and improve resectability. This study aims to summarize the outcomes of PN-TACE versus upfront liver resection (Up-LR) in large HCC (≥5 cm). METHODS PubMed, Embase, The Cochrane Library, and Scopus were systematically searched till September 2022 for studies comparing PN-TACE versus Up-LR. The primary study outcomes were overall survival (OS), disease-free survival (DFS), and recurrence. Our secondary outcomes were postoperative morbidity and mortality. RESULTS There were 12 studies with 15 data sets including 3960 patients (PN-TACE n = 2447, Up-LR n = 1513). Majority (89.5%, n = 1250/1397) of patients had Child's A liver cirrhosis. Incidence of Child's B cirrhosis was higher in PN-TACE compared to Up-LR (Odds ratio (OR) 1.69, 95% CI: 1.18, 2.41, p = 0.004). Pooled hazard ratio (HR) for OS showed no significant difference between PN-TACE and Up-LR (HR 0.87, 95% CI: 0.64, 1.18, p = 0.37), but DFS was superior in PN-TACE (HR 0.79, 95% CI: 0.63, 0.99, p = 0.04). Subgroup analysis based on study design failed to show any significant effect in randomized controlled trials (n = 2/15 data sets). However, operating time (mean difference (MD) 31.94 min, 95% CI: 2.42, 61.45, p = 0.03) and blood loss (MD 190.93 ml, 95% CI: 10.22, 317.65, p = 0.04) were higher in PN-TACE. Intrahepatic and extrahepatic recurrence, post-operative morbidity and in-hospital mortality were comparable between PN-TACE and Up-LR. CONCLUSION In retrospective studies, PN-TACE resulted in superior DFS compared to Up-LR. However, this may be confounded by selection bias.
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Affiliation(s)
- Kai Siang Chan
- Department of General Surgery, Tan Tock Seng Hospital, Singapore, Singapore
| | - Wei Xuan Tay
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Feng Yi Cheo
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Vishal G Shelat
- Department of General Surgery, Tan Tock Seng Hospital, Singapore, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
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6
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White MJ, Jensen EH, Brauer DG. A Review of Resection and Surgical Ablation for Primary and Secondary Liver Cancers. Semin Intervent Radiol 2023; 40:536-543. [PMID: 38274223 PMCID: PMC10807965 DOI: 10.1055/s-0043-1777747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
The surgical management of primary and secondary liver tumors is constantly evolving. Patient selection, particularly with regard to determining resectability, is vital to the success of programs directed toward invasive treatments of liver tumors. Particular attention should be paid toward determining whether patients are best served with surgical resection or ablative therapies. A multidisciplinary approach is necessary to provide optimal care to patients with liver malignancy.
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Affiliation(s)
- McKenzie J. White
- Department of Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Eric H. Jensen
- Department of Surgery, University of Minnesota, Minneapolis, Minnesota
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - David G. Brauer
- Department of Surgery, University of Minnesota, Minneapolis, Minnesota
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
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7
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Zhang Q, Fang G, Huang T, Wei G, Li H, Liu J. Development of preoperative and postoperative machine learning models to predict the recurrence of huge hepatocellular carcinoma following surgical resection. Oncol Lett 2023; 26:275. [PMID: 37274474 PMCID: PMC10236130 DOI: 10.3892/ol.2023.13861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 04/05/2023] [Indexed: 06/06/2023] Open
Abstract
Resection has been commonly utilized for treating huge hepatocellular carcinoma (HCC) with a diameter of ≥10 cm; however, a high rate of mortality is reported due to recurrence. The present study was designed to predict the recurrence following resection based on preoperative and postoperative machine learning models. In total, 1,082 patients with HCC who underwent liver resection in the Eastern Hepatobiliary Surgery Hospital cohort between January 2008 and December 2016 were divided into a training cohort and an internal validation cohort. In addition, 164 patients from Mengchao Hepatobiliary Hospital cohort between January 2014 and December 2016 served as an external validation cohort. The demographic information, and serological, MRI, and pathological data were obtained from each patient prior to and following surgery, followed by evaluating the model performance using the concordance index, time-dependent receiver operating characteristic curves, prediction error cures, and a calibration curve. A preoperative random survival forest (RSF) model and a postoperative RSF model were constructed based on the training set, which outperformed the conventional models, such as the Barcelona Clinic Liver Cancer (BCLC), the 8th edition of the American Joint Committee on Cancer (AJCC 8th) staging systems, and the Chinese stage systems. In addition, the preoperative and postoperative RSF models could also re-stratify patients with BCLC stage A/B/C or AJCC 8th stage IB/II/IIIA/IIIB or Chinese stage IB/IIA/IIB/IIIA into low-risk, intermediate-risk, and high-risk groups in the training and the two validation cohorts. The preoperative and postoperative RSF models were effective for predicting recurrence in patients with huge HCC following hepatectomy.
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Affiliation(s)
- Qinghua Zhang
- Department of Hepatobiliary Pancreatic Cancer Surgery, College of Clinical Medicine for Oncology, Fujian Medical University, Fuzhou, Fujian 350108, P.R. China
| | - Guoxu Fang
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian 350025, P.R. China
- The Big Data Institute of Southeast Hepatobiliary Health Information, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian 350025, P.R. China
| | - Tiancong Huang
- Department of Hepatopancreatobiliary Surgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian 362000, P.R. China
| | - Guangya Wei
- Department of Hepatobiliary Pancreatic Cancer Surgery, College of Clinical Medicine for Oncology, Fujian Medical University, Fuzhou, Fujian 350108, P.R. China
| | - Haitao Li
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian 350025, P.R. China
| | - Jingfeng Liu
- The Big Data Institute of Southeast Hepatobiliary Health Information, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian 350025, P.R. China
- Department of Hepatopancreatobiliary Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian 350014, P.R. China
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8
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Zhou L, Zhang M, Chen S. Comparison of surgical resection and transcatheter arterial chemoembolization for large hepatocellular carcinoma: a systematic review and meta-analysis. Ann Hepatol 2023; 28:100890. [PMID: 36574929 DOI: 10.1016/j.aohep.2022.100890] [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: 08/03/2022] [Revised: 11/23/2022] [Accepted: 11/28/2022] [Indexed: 12/29/2022]
Abstract
INTRODUCTION AND OBJECTIVES Large primary hepatocellular carcinoma (HCC) has a high mortality rate and a variety of treatments. Surgery and transcatheter arterial chemoembolization (TACE) are important treatments. Which could be better remain debatable. The objective of the study is to compare the long-term overall survival of surgical resection (SR) and the use of TACE in patients with large hepatocellular carcinoma. MATERIALS AND METHODS We assessed clinical trials through PubMed, Medline, Embase, and the Cochrane Library up to March 2022. Two researchers independently screened articles, extracted data, and assessed the study quality according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses)guidelines. The primary outcome was overall survival (OS). The secondary outcomes were OS after propensity scores matching (PSM) and progression-free survival (PFS). RESULTS A total of 14 studies, including 3609 patients, were enrolled in the meta-analysis. The meta-analysis indicated a significant improvement in the 1-year OS, 3-year OS, and 5-year OS favoring SR over TACE (OR = 2.19, 95% CI 1,60-3.00; OR = 3.47, 95% CI 2.47-4.88; OR = 2.72, 95% CI 2.03-3.64, p < 0.001, random model). The results were consistent across subgroups of tumor size and tumor numbers (p > 0.05). The pooled outcome indicated that 1-year OS, 3-year OS, and 5-year OS after PSM were higher in the SR group than in the TACE group (p < 0.001). CONCLUSIONS This meta-analysis indicates that among patients with large primary hepatocellular carcinoma, the overall survival rate of patients undergoing surgical resection was higher than that of patients undergoing TACE.
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Affiliation(s)
- Luke Zhou
- Department of Hepatobiliary Surgery, People's Hospital of Deyang City, North Taishan Road, Deyang, Sichuan, China
| | - Mao Zhang
- Department of vascular surgery, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, No. 32, West Second Section, First Ring Road, Qingyang District, Chengdu, Sichuan, China
| | - Siyu Chen
- Department of vascular surgery, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, No. 32, West Second Section, First Ring Road, Qingyang District, Chengdu, Sichuan, China.
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9
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Hsieh PM, Hsiao P, Chen YS, Yeh JH, Hung CM, Lin HY, Ma CH, Tang T, Huang YW, Cheng PN, Hsieh KC, Hu KC, Bair MJ, Lin CW. Clinical prognosis of surgical resection versus transarterial chemoembolization for single large hepatocellular carcinoma (≥5 cm): A propensity score matching analysis. Kaohsiung J Med Sci 2023; 39:302-310. [PMID: 36625289 DOI: 10.1002/kjm2.12640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 12/04/2022] [Accepted: 12/11/2022] [Indexed: 01/11/2023] Open
Abstract
Favorable prognostic factors and therapeutic strategies are important for patients with single large hepatocellular carcinoma (HCC). This retrospective study aimed to investigate the prognostic factors in patients with single large (≥5 cm) HCC with Child-Pugh (CP) class A patients and to recommend therapeutic strategies. Overall, 298 HCC patients with single and large (≥5 cm) tumors with CP class A, but without distant metastasis and macrovascular invasion were included, and their clinicopathological data, overall survival (OS), and progression-free survival (PFS) were recorded. OS and PFS was analyzed by the Kaplan-Meier method and Cox regression analysis. Propensity score matching (PSM) analysis was performed. The 298 HCC patients were 79.2% male and median age of 64 years. For the initial treatment, surgical resection (SR) and transarterial chemoembolization (TACE) was 50.8% and 49.2%, respectively. The OS and PFS were significantly higher in patients receiving SR than those receiving TACE before and after PSM. Furthermore, in multivariate analysis, cirrhosis (Hazard ratio [HR]: 2.04; 95% confidence interval [CI]: 1.35-3.03, p < 0.001, CP class A5/6 [HR: 4.01; 95% CI: 2.43-6.66, p < 0.001], and initial treatment [SR vs. TACE HR = 3.23; 95% CI: 2.13-5.01, p < 0.001]) remained significantly associated with mortality. Moreover, in multivariate analysis, CP class A5/6 (HR: 3.23; 95% CI: 1.89-5.88, p < 0.001), and initial treatment (Resection vs. TACE; HR = 4.17; 95% CI: 1.64-8.33, p = 0.039) remained significantly associated with recurrence. In conclusion, SR was associated with significantly higher OS and PFS rates than TACE before and after PSM for single large HCC patients.
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Affiliation(s)
- Pei-Min Hsieh
- Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Pojen Hsiao
- Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Yaw-Sen Chen
- Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Jen-Hao Yeh
- Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Chao-Ming Hung
- Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Hung-Yu Lin
- Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Ching-Hou Ma
- Department of Orthopedic Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
| | - TaoQian Tang
- Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Yu Wei Huang
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Emergency and Critical Care Center, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Nursing, Fooyin University, Pingtung, Taiwan
| | - Pin-Nan Cheng
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, College of Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Kun-Chou Hsieh
- Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Kuang-Chun Hu
- Healthy Evaluation Center and Division of Gastroenterology, Department of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan.,Mackay Junior College of Medicine, Nursing and Management, New Taipei, Taiwan
| | - Ming-Jong Bair
- Mackay Medical College, New Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taitung Mackay Memorial Hospital, Taitung, Taiwan
| | - Chih-Wen Lin
- Division of Gastroenterology and Hepatology, Department of Medicine, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,Division of Gastroenterology and Hepatology, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Health Examination Center, E-Da Hospital, I-Shou University, Kaohsiung, Taiwan.,School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan.,Research Center for Traditional Chinese Medicine, China Medical University Hospital, Taichung, Taiwan
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10
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Grisetti L, Võ NVT, Nguyễn NNQ, Crocè LS, Visintin A, Tiribelli C, Pascut D. MiR-3201 as a Prognostic Blood Biomarker for Curative Treatments in Hepatocellular Carcinoma. Technol Cancer Res Treat 2022; 21:15330338221132924. [PMID: 36537076 PMCID: PMC9772976 DOI: 10.1177/15330338221132924] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Background: Hepatic resection, radiofrequency ablation (RF), and liver transplantation (LT) represent the only available curative treatments for early stage hepatocellular carcinoma (HCC). Various studies showed that the 5-year overall survival (OS) rate reaches ∼70% after resection and ∼60% after RF. Objective: To improve the success rate of curative therapies and consequently the OS, an improvement in patients' selection and management should be pursued. In this regard, microRNAs (miRNAs) can be helpful prognostic biomarkers. Materials and Methods: In this retrospective study, a miRNA array profiling was performed on 34 HCC blood samples which is collected before therapy (T0), 1 month (T1), and 6 months (T2) after curative treatments (resection and RF) to identify noninvasive biomarker candidates for therapy response and OS. MiRNAs were validated in 80 blood HCC samples using quantitative real-time PCR (qRT-PCR). Patients were divided into complete responder (CR) and partial responder and progressive disease (PRPD). Results: Among the selected miRNAs, miR-3201 is significantly associated with treatment response in the validation phase, showing a 23% reduction (P = .026) in CR compared to PRPD. MiR-3201 was able to distinguish CR from PRPD (area under the curve [AUC] = 0.69, 71% sensitivity, 70% specificity, P = .0036). Furthermore, lower levels of miR-3201 were associated with longer OS (hazard ratio [HR] = 2.61, P = .0006). Conclusions: Blood miR-3201 could be used as a prognostic biomarker for curative therapy response and OS in HCC.
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Affiliation(s)
- Luca Grisetti
- Department of Liver Cancer, Fondazione Italiana Fegato – ONLUS, Liver Research Center, Trieste, Basovizza, Italy,Department of life Sciences, Università degli Studi di Trieste, Trieste, TS, Italy
| | - Niệm Văn Thành Võ
- Center for Molecular Biomedicine, University of Medicine and Pharmacy at Ho Chi Minh, Ho Chi Minh City, Vietnam
| | - Như Nhật Quỳnh Nguyễn
- Center for Molecular Biomedicine, University of Medicine and Pharmacy at Ho Chi Minh, Ho Chi Minh City, Vietnam
| | - Lory Saveria Crocè
- Department of Liver Cancer, Fondazione Italiana Fegato – ONLUS, Liver Research Center, Trieste, Basovizza, Italy,Department of Medical Sciences, University of Trieste, Trieste, Italy,Clinica Patologie Fegato, Azienda Sanitaria Universitaria Giuliano Isontina (ASUGI), Trieste, Italy
| | - Alessia Visintin
- Department of Medical Sciences, University of Trieste, Trieste, Italy,Clinica Patologie Fegato, Azienda Sanitaria Universitaria Giuliano Isontina (ASUGI), Trieste, Italy
| | - Claudio Tiribelli
- Department of Liver Cancer, Fondazione Italiana Fegato – ONLUS, Liver Research Center, Trieste, Basovizza, Italy
| | - Devis Pascut
- Department of Liver Cancer, Fondazione Italiana Fegato – ONLUS, Liver Research Center, Trieste, Basovizza, Italy,Devis Pascut, Liver Research Center, Fondazione Italiana Fegato - ONLUS Trieste, Basovizza, 34149, Italy.
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11
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Risaliti M, Bartolini I, Campani C, Arena U, Xodo C, Adotti V, Rosi M, Taddei A, Muiesan P, Amedei A, Batignani G, Marra F. Evaluating the best treatment for multifocal hepatocellular carcinoma: A propensity score-matched analysis. World J Gastroenterol 2022; 28:3981-3993. [PMID: 36157535 PMCID: PMC9367224 DOI: 10.3748/wjg.v28.i29.3981] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 03/09/2022] [Accepted: 07/06/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a common tumour often diagnosed with a multifocal presentation. Patients with multifocal HCC represent a heterogeneous group. Although Trans-Arterial ChemoEmbolization (TACE) is the most frequently employed treatment for these patients, previous data suggested that liver resection (LR) could be a safe and effective procedure. AIM To compare LR and TACE in patients with multifocal HCC in terms of procedure-related morbidity and oncologic outcomes. METHODS All patients with multifocal HCC who underwent LR or TACE as the first procedure between May 2011 and March 2021 were enrolled. The decision to perform surgery or TACE was made after a multidisciplinary team evaluation. Only patients in Child-Pugh class A or B7 and stage B (according to the Barcelona Clinic Liver Cancer staging system, without severe portal hypertension, vascular invasion, or extrahepatic spread) were included in the final analysis. Propensity score matching was used to adjust the baseline differences between patients undergoing LR and the TACE group [number and diameter of lesions, presence of cirrhosis, alpha-fetoprotein (AFP) levels, and Model for End-Stage Liver Disease score]. The Kaplan-Meier method was used to estimate overall survival (OS) and disease-free survival (DFS). The outcomes of LR and TACE were compared using the log-rank test. RESULTS After matching, 30 patients were eligible for the final analysis, 15 in each group. Morbidity rates were 42.9% and 40% for LR and TACE, respectively (P = 0.876). Median OS was not different in the LR and TACE groups (53 mo vs 18 mo, P = 0.312), while DFS was significantly longer with LR (19 mo vs 0 mo, P = 0.0001). Subgroup analysis showed that patients in the Italian Liver Cancer (ITA.LI.CA) B2 stage, with AFP levels lower than 400 ng/mL, less than 3 lesions, and lesions bigger than 41 mm, benefited more from LR in terms of DFS. Patients classified as ITA.LI.CA B3, with AFP levels higher than 400 ng/mL and with more than 3 lesions, appeared to receive more benefit from TACE in terms of OS. CONCLUSION In a small cohort of patients with multifocal HCC, LR confers longer DFS compared with TACE, with similar OS and post-procedural morbidity.
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Affiliation(s)
- Matteo Risaliti
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Ilenia Bartolini
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Claudia Campani
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Umberto Arena
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Carlotta Xodo
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Valentina Adotti
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Martina Rosi
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Antonio Taddei
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Paolo Muiesan
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Amedeo Amedei
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Giacomo Batignani
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
| | - Fabio Marra
- Department of Experimental and Clinical Medicine, AOU Careggi, Florence 50134, Italy
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12
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Cassese G, Han HS, Lee B, Lee HW, Cho JY, Troisi R. Leaping the Boundaries in Laparoscopic Liver Surgery for Hepatocellular Carcinoma. Cancers (Basel) 2022; 14:2012. [PMID: 35454921 PMCID: PMC9028003 DOI: 10.3390/cancers14082012] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 04/07/2022] [Accepted: 04/12/2022] [Indexed: 02/08/2023] Open
Abstract
The minimally invasive approach for hepatocellular carcinoma (HCC) had a slower diffusion compared to other surgical fields, mainly due to inherent peculiarities regarding the risks of uncontrollable bleeding, oncological inadequacy, and the need for both laparoscopic and liver major skills. Recently, laparoscopic liver resection (LLR) has been associated with an improved postoperative course, including reduced postoperative decompensation, intraoperative blood losses, length of hospitalization, and unaltered oncological outcomes, leading to its adoption within international guidelines. However, LLR for HCC still faces several limitations, mainly linked to the impaired function of underlying parenchyma, tumor size and numbers, and difficult tumor position. The aim of this review is to highlight the state of the art and future perspectives of LLR for HCC, focusing on key points for overcoming currents limitations and pushing the boundaries in minimally invasive liver surgery (MILS).
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Affiliation(s)
- Gianluca Cassese
- Department of HPB Surgery, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (G.C.); (B.L.); (H.W.L.); (J.Y.C.)
- Minimally Invasive and Robotic HPB Surgery Unit, Department of Clinical Medicine and Surgery, Federico II University, 80131 Naples, Italy;
| | - Ho-Seong Han
- Department of HPB Surgery, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (G.C.); (B.L.); (H.W.L.); (J.Y.C.)
| | - Boram Lee
- Department of HPB Surgery, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (G.C.); (B.L.); (H.W.L.); (J.Y.C.)
| | - Hae Won Lee
- Department of HPB Surgery, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (G.C.); (B.L.); (H.W.L.); (J.Y.C.)
| | - Jai Young Cho
- Department of HPB Surgery, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (G.C.); (B.L.); (H.W.L.); (J.Y.C.)
| | - Roberto Troisi
- Minimally Invasive and Robotic HPB Surgery Unit, Department of Clinical Medicine and Surgery, Federico II University, 80131 Naples, Italy;
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