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Lee CH, You GR, Jo HG, Jun CH, Cho EY, Kim IH, Choi SK, Yoon JH. Albumin-Bilirubin Grade as a Valuable Predictor of Recurrence and Prognosis in Patients with Hepatocellular Carcinoma Following Radiofrequency Ablation. Cancers (Basel) 2024; 16:4167. [PMID: 39766066 PMCID: PMC11674869 DOI: 10.3390/cancers16244167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 12/11/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025] Open
Abstract
Background/Objectives: Radiofrequency ablation (RFA) is an important local treatment for hepatocellular carcinoma (HCC). This study aimed to evaluate the characteristics of tumor recurrence after RFA and analyze predictors of tumor recurrence and survival in patients with HCC. Methods: We retrospectively reviewed data from treatment-naïve patients with HCC who underwent RFA for HCC treatment between 2008 and 2017 at four tertiary hospitals in South Korea. Results: A total of 636 patients with HCC treated with RFA were enrolled in the study. The mean age was 66.3 ± 10.4 years, with 75.0% of patients being male. Most patients (96.7%) had underlying liver cirrhosis, and viral hepatitis (types B and C) accounted for most cases. The average maximum tumor size was 2.2 ± 0.9 cm, with 84.3% of tumors being single lesions. During the follow-up period, 331 patients experienced recurrence, with 95.5% of cases being intrahepatic and one-fifth occurring at the RFA site. Most patients underwent RFA or transarterial chemoembolization as subsequent therapy for recurrence. Multivariate analysis revealed that age, the albumin-bilirubin (ALBI) grade, and Child-Pugh class B status were independent factors associated with tumor recurrence. Only the ALBI grade was significantly associated with mortality. Additionally, the ALBI grade differentiated between recurrence-free survival and overall survival in the Kaplan-Meier survival curve. Conclusions: The ALBI grade was independently associated with tumor recurrence and prognosis in patients with HCC following RFA. This grading system can help clinicians identify high-risk patients, optimize treatment strategies, and enhance patient care.
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Affiliation(s)
- Chang Hun Lee
- Department of Internal Medicine, Jeonbuk National University Medical School and Research Institute of Clinical Medicine of Jeonbuk National University Hospital-Jeonbuk National University Medical School, Jeonju 54907, Republic of Korea; (C.H.L.); (I.H.K.)
| | - Ga Ram You
- Division of Gastroenterology, Department of Internal Medicine, Chonnam National University Hwasun Hospital, Hwasun 58128, Republic of Korea;
| | - Hoon Gil Jo
- Department of Internal Medicine, Wonkwang University College of Medicine, Iksan 54538, Republic of Korea; (H.G.J.); (E.Y.C.)
| | - Chung Hwan Jun
- Division of Gastroenterology, Department of Internal Medicine, Chonnam National University Medical School, Gwangju 61469, Republic of Korea; (C.H.J.); (S.K.C.)
| | - Eun Young Cho
- Department of Internal Medicine, Wonkwang University College of Medicine, Iksan 54538, Republic of Korea; (H.G.J.); (E.Y.C.)
| | - In Hee Kim
- Department of Internal Medicine, Jeonbuk National University Medical School and Research Institute of Clinical Medicine of Jeonbuk National University Hospital-Jeonbuk National University Medical School, Jeonju 54907, Republic of Korea; (C.H.L.); (I.H.K.)
| | - Sung Kyu Choi
- Division of Gastroenterology, Department of Internal Medicine, Chonnam National University Medical School, Gwangju 61469, Republic of Korea; (C.H.J.); (S.K.C.)
| | - Jae Hyun Yoon
- Division of Gastroenterology, Department of Internal Medicine, Chonnam National University Medical School, Gwangju 61469, Republic of Korea; (C.H.J.); (S.K.C.)
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Fagoonee S, Weiskirchen R. MicroRNAs and RNA-Binding Protein-Based Regulation of Bone Metastasis from Hepatobiliary Cancers and Potential Therapeutic Strategies. Cells 2024; 13:1935. [PMID: 39682684 DOI: 10.3390/cells13231935] [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: 10/28/2024] [Revised: 11/15/2024] [Accepted: 11/20/2024] [Indexed: 12/18/2024] Open
Abstract
Hepatobiliary cancers, such as hepatocellular carcinoma (HCC) and cholangiocarcinoma (CCA), are among the deadliest malignancies worldwide, leading to a significant number of cancer-related deaths. While bone metastases from these cancers are rare, they are highly aggressive and linked to poor prognosis. This review focuses on RNA-based molecular mechanisms that contribute to bone metastasis from hepatobiliary cancers. Specifically, the role of two key factors, microRNAs (miRNAs) and RNA-binding proteins (RBPs), which have not been extensively studied in the context of HCC and CCA, is discussed. These molecules often exhibit abnormal expression in hepatobiliary tumors, influencing cancer cell spread and metastasis by disrupting bone homeostasis, thereby aiding tumor cell migration and survival in the bone microenvironment. This review also discusses potential therapeutic strategies targeting these RNA-based pathways to reduce bone metastasis and improve patient outcomes. Further research is crucial for developing effective miRNA- and RBP-based diagnostic and prognostic biomarkers and treatments to prevent bone metastases in hepatobiliary cancers.
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Affiliation(s)
- Sharmila Fagoonee
- Institute of Biostructure and Bioimaging (CNR), Molecular Biotechnology Center "Guido Tarone", 10126 Turin, Italy
| | - Ralf Weiskirchen
- Institute of Molecular Pathobiochemistry, Experimental Gene Therapy and Clinical Chemistry (IFMPEGKC), RWTH University Hospital Aachen, D-52074 Aachen, Germany
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Eid RA, Abdel Fattah AM, Haseeb AF, Hamed AM, Shaker MA. Percutaneous radiofrequency ablation for stage B1 of modified Bolondi’s subclassification for intermediate-stage hepatocellular carcinoma. EGYPTIAN LIVER JOURNAL 2024; 14:81. [DOI: 10.1186/s43066-024-00388-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 10/27/2024] [Indexed: 01/03/2025] Open
Abstract
Abstract
Background
Hepatocellular carcinoma is considered the most common cause of hepatic focal lesions in Egypt. TACE is still the recommended treatment approach for patients in the intermediate stage. In the current research, we evaluated the safety and efficacy of percutaneous radiofrequency ablation (RFA) for a selected category in the intermediate stage (BCLC stage B).
Methods
This prospective study was conducted in the Department of Gastroenterology, Hepatology, Faculty of Medicine, Beni-Suef University between September 2022, and March 2024. In addition to AFP, Pelviabdominal ultrasound and computerized tomography (CT) were used for HCC diagnosis. According to the Child–Pugh score plus Milan and up-to-7 criteria, we used Modified Bolondi’s Subclassification (Kinki Criteria), to sub-classifies the BCLC B stage into B1/B2/B3 subcategories. Radiofrequency ablation was done in the interventional ultrasound unit. Treatment efficacy was assessed 6 months after tumor ablation.
Results
One hundred twenty participants were enrolled in our research trial, 72 (60%) were within the intermediate stage, and 48 (40%) had early-stage HCC. Most of our patients were males, 78 (65%). All the early-stage-HCC patients were Child–Pugh Score A (n = 48), while the intermediate-stage (BCLC B) group was classified in both Child–Pugh Score A (n = 59) and B (n = 16). Within the intermediate group (BCLC-stage B), All enrolled cases fell within category “B1” within the Kinki Criteria. Logistic regression analysis illustrated that the pre-treatment level of Platelet count and post-treatment level of AFP shows a statistically significant prediction effect on treatment response rate with p-value (0.028 and 0.007 respectively).
Conclusion
percutaneous radiofrequency ablation is considered an effective treatment option for the B1 subcategory according to Kinki Criteria for intermediate-stage HCC (BCLC-B1) but long-term follow-up is recommended.
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Gani RA, Teressa M, Budiman RA, Kalista KF, Lesmana CRA. Meta analysis of radiofrequency ablation versus surgical resection in small and large nodule of hepatocellular carcinoma. HPB (Oxford) 2024; 26:1216-1228. [PMID: 39060212 DOI: 10.1016/j.hpb.2024.06.009] [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: 04/05/2024] [Revised: 06/21/2024] [Accepted: 06/26/2024] [Indexed: 07/28/2024]
Abstract
INTRODUCTION Although studies have indicated comparable outcomes between RFA and surgical resection in early HCC, there is still unclear evidence of benefit in larger tumor sizes. This study aimed to assess the efficacy and safety of RFA versus surgical resection in HCC patients, considering nodule size with a cutoff at 3 cm. METHODS A comprehensive search of multiple databases was conducted. The systematic review and meta-analysis followed the PRISMA guidelines. RESULT Surgical resection showed superior OS (HR = 1.18, 95% CI: 1.11-1.27, p = 0.008) and RFS (HR = 1.17, 95% CI: 1.11-1.25, p < 0.00001), compared to RFA. For nodules less than 3 cm or larger than 5 cm, the OS and RFS in the surgical resection group were significantly higher than those in the RFA group, while no significant differences were observed for nodules sized 3-5 cm. However, significantly more adverse events occurred following surgical resection (OR = 0.43, 95% CI: 0.33-0.56, P < 0.00001). CONCLUSION Surgical resection has better OS and RFS compared to RFA for liver tumors less than 3 cm or larger than 5 cm. For liver tumors sized 3-5 cm, RFA and surgical resection yield similar findings. RFA may become a preferable option in these 3-5 cm tumors due to its comparable efficacy and fewer adverse events for patients unsuitable for surgery.
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Affiliation(s)
- Rino A Gani
- Division of Hepatobiliary, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia - Cipto Mangunkusumo Hospital, Jakarta, Indonesia.
| | - Maria Teressa
- Division of Hepatobiliary, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia - Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Refael A Budiman
- Division of Hepatobiliary, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia - Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Kemal F Kalista
- Division of Hepatobiliary, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia - Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Cosmas Rinaldi A Lesmana
- Division of Hepatobiliary, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia - Cipto Mangunkusumo Hospital, Jakarta, Indonesia
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Hamed AA, Muhammed A, Abdelbary EAM, Elsharkawy RM, Ali MA. Can Machine Learning Predict Favorable Outcome After Radiofrequency Ablation of Hepatocellular Carcinoma? JCO Clin Cancer Inform 2024; 8:e2300216. [PMID: 38531005 DOI: 10.1200/cci.23.00216] [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: 10/19/2023] [Revised: 01/29/2024] [Accepted: 02/13/2024] [Indexed: 03/28/2024] Open
Abstract
PURPOSE The standard practice for limited-stage hepatocellular carcinoma (HCC) is the resection or the use of local ablative techniques, such as radiofrequency ablation (RFA). The outcome after RFA depends on a complex interaction between the patient's general condition, hepatic function, and disease stage. In this study, we aimed to explore using a machine learning model to predict the response. PATIENTS AND METHODS A retrospective study was conducted for patients with RFA for a localized HCC between 2018 and 2022. The collected clinical, radiologic, and laboratory data were explored using Python and XGBoost. They were split into a training set (70%) and a validation set (30%). The primary end point of this study was to predict the probability of achieving favorable outcomes 12 months after RFA. Favorable outcomes were defined as the patient was alive and HCC was controlled. RESULTS One hundred and eleven patients were eligible for the study. Males were 78 (70.3%) with a median age of 57 (range of 43-81) years. Favorable outcome was seen in 62 (55.9%) of the patients. The 1-year survival rate and control rate were 94.6%, and 61.3%, respectively. The final model harbored an accuracy and an AUC of 90.6% and 0.95, respectively, for the training set, while they were 78.9% and 0.80, respectively, for the validation set. CONCLUSION Machine learning can be a predictive tool for the outcome after RFA in patients with HCC. Further validation by a larger study is necessary.
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Affiliation(s)
- Amr A Hamed
- Tropical Medicine and Gastroenterology, Sohag University Hospital, Sohag, Egypt
| | - Amr Muhammed
- Clinical Oncology Department, Sohag University Hospital, Sohag, Egypt
| | - Ebtsam A M Abdelbary
- Diagnostic and Interventional Radiology Department, Sohag University Hospital, Sohag, Egypt
| | - Ramy M Elsharkawy
- Tropical Medicine and Gastroenterology, Sohag University Hospital, Sohag, Egypt
| | - Moustafa A Ali
- Tropical Medicine and Gastroenterology, Sohag University Hospital, Sohag, Egypt
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Ghelfi J, Macek Jilkova Z, Sengel C, Brusset B, Teyssier Y, Costentin C, Mercey-Ressejac M, Dumolard L, Manceau M, Mathieu E, Bricault I, Decaens T. PD1 and TIM3 Expression is Associated with Very Early Hepatocellular Carcinoma Recurrence After Percutaneous Thermal Ablation. J Hepatocell Carcinoma 2024; 11:39-50. [PMID: 38223553 PMCID: PMC10787562 DOI: 10.2147/jhc.s443134] [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: 10/04/2023] [Accepted: 12/16/2023] [Indexed: 01/16/2024] Open
Abstract
Purpose Percutaneous thermal ablation (PTA) is a cornerstone in the management of early-stage hepatocellular carcinoma (HCC). However, intrahepatic distant recurrence (IDR) occurs in the majority of patients after PTA. The aim of this study was to evaluate the immune signature associated with very early IDR. Patients and Methods Thirty-one patients (26 men, 5 women; mean age:72.4 ± 8.6; age range:57-86 years) who underwent PTA for HCC were included in this study. After PTA for HCC, patients were followed and later divided into two groups: a "very early recurrence" group in case of IDR within 12 months after PTA, and a "prolonged recurrence-free" group in case of no recurrence before 12 months of follow-up. Freshly harvested intratumoral and nontumoral liver tissues and peripheral blood were obtained before PTA and explored by multiparametric flow cytometry. Results The frequency of PD1+CD4+ T cells was higher in the early recurrence group than in the prolonged recurrence-free group in the peripheral blood (24.3%, IQR: 22.3-36.5 vs 14.0%, IQR: 11.5-16.4, p<0.0001), in the nontumoral liver (37.9%, IQR: 36.0-50.0 vs 22.5%, IQR: 18.0-29.9, p=0.0004), and in the tumor (37.6%, IQR: 32.3-39.3 vs 24.0%, IQR: 20.0-30.3, p=0.0137). Similarly, the frequency of TIM+CD8+ T cells was higher in the very early recurrence group in the peripheral blood (p=0.0021), non-tumoral liver (p=0.0012), and tumor (p=0.0239). Conclusion The expression of immune checkpoint molecules, such as PD1 and TIM3 on T cells identified HCC patients at risk of very early IDR after PTA who would likely benefit from adjuvant immunotherapy. Thus, our study contributes to a better understanding of the potential association of PTA with adjuvant immunotherapies.
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Affiliation(s)
- Julien Ghelfi
- University of Grenoble-Alpes, Saint Martin d’Hères, France
- Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France
- Institute for Advanced Biosciences - INSERM U1209/CNRS UMR 5309/University of Grenoble-Alpes, La Tronche, France
| | - Zuzana Macek Jilkova
- University of Grenoble-Alpes, Saint Martin d’Hères, France
- Institute for Advanced Biosciences - INSERM U1209/CNRS UMR 5309/University of Grenoble-Alpes, La Tronche, France
- Department of Hepatology and Gastrointestinal Medical Oncology, Grenoble-Alpes University Hospital, Grenoble, France
| | - Christian Sengel
- Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France
| | - Bleuenn Brusset
- Department of Hepatology and Gastrointestinal Medical Oncology, Grenoble-Alpes University Hospital, Grenoble, France
| | - Yann Teyssier
- Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France
| | - Charlotte Costentin
- University of Grenoble-Alpes, Saint Martin d’Hères, France
- Institute for Advanced Biosciences - INSERM U1209/CNRS UMR 5309/University of Grenoble-Alpes, La Tronche, France
- Department of Hepatology and Gastrointestinal Medical Oncology, Grenoble-Alpes University Hospital, Grenoble, France
| | - Marion Mercey-Ressejac
- Institute for Advanced Biosciences - INSERM U1209/CNRS UMR 5309/University of Grenoble-Alpes, La Tronche, France
- Department of Hepatology and Gastrointestinal Medical Oncology, Grenoble-Alpes University Hospital, Grenoble, France
| | - Lucile Dumolard
- University of Grenoble-Alpes, Saint Martin d’Hères, France
- Institute for Advanced Biosciences - INSERM U1209/CNRS UMR 5309/University of Grenoble-Alpes, La Tronche, France
| | - Marc Manceau
- Clinical Pharmacology Unit, Inserm Clinical Research Center, Grenoble-Alpes University Hospital, Grenoble, France
| | - Eliott Mathieu
- Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France
| | - Ivan Bricault
- University of Grenoble-Alpes, Saint Martin d’Hères, France
- Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France
| | - Thomas Decaens
- University of Grenoble-Alpes, Saint Martin d’Hères, France
- Institute for Advanced Biosciences - INSERM U1209/CNRS UMR 5309/University of Grenoble-Alpes, La Tronche, France
- Department of Hepatology and Gastrointestinal Medical Oncology, Grenoble-Alpes University Hospital, Grenoble, France
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