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Keshavarz P, Nezami N, Yazdanpanah F, Khojaste-Sarakhsi M, Mohammadigoldar Z, Azimi M, Hajati A, Ebrahimian Sadabad F, Chiang J, McWilliams JP, Lu DSK, Raman SS. Prediction of treatment response and outcome of transarterial chemoembolization in patients with hepatocellular carcinoma using artificial intelligence: A systematic review of efficacy. Eur J Radiol 2025; 184:111948. [PMID: 39892373 DOI: 10.1016/j.ejrad.2025.111948] [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: 10/03/2024] [Revised: 01/10/2025] [Accepted: 01/22/2025] [Indexed: 02/03/2025]
Abstract
PURPOSE To perform a systematic literature review of the efficacy of different AI models to predict HCC treatment response to transarterial chemoembolization (TACE), including overall survival (OS) and time to progression (TTP). METHODS This systematic review was performed according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines until May 2, 2024. RESULTS The systematic review included 23 studies with 4,486 HCC patients. The AI algorithm receiver operator characteristic (ROC) area under the curve (AUC) for predicting HCC response to TACE based on mRECIST criteria ranged from 0.55 to 0.97. Radiomics-models outperformed non-radiomics models (AUCs: 0.79, 95 %CI: 0.75-0.82 vs. 0.73, 0.61-0.77, respectively). The best ML methods used for the prediction of TACE response for HCC patients were CNN, GB, SVM, and RF with AUCs of 0.88 (0.79-0.97), 0.82 (0.71-0.89), 0.8 (0.60-0.87) and 0.8 (0.55-0.96), respectively. Of all predictive feature models, those combining clinic-radiologic features (ALBI grade, BCLC stage, AFP level, tumor diameter, distribution, and peritumoral arterial enhancement) had higher AUCs compared with models based on clinical characteristics alone (0.79, 0.73-0.89; p = 0.04 for CT + clinical, 0.81, 0.75-0.88; p = 0.017 for MRI + clinical versus 0.6, 0.55-0.75 in clinical characteristics alone). CONCLUSION Integrating clinic-radiologic features enhances AI models' predictive performance for HCC patient response to TACE, with CNN, GB, SVM, and RF methods outperforming others. Key predictive clinic-radiologic features include ALBI grade, BCLC stage, AFP level, tumor diameter, distribution, and peritumoral arterial enhancement. Multi-institutional studies are needed to improve AI model accuracy, address heterogeneity, and resolve validation issues.
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Affiliation(s)
- Pedram Keshavarz
- Department of Radiological Sciences, David Geffen School of Medicine at The University of California, Los Angeles (UCLA), Los Angeles, CA, USA.
| | - Nariman Nezami
- Department of Radiology, MedStar Georgetown University Hospital, Washington, DC 20007, USA; Georgetown University School of Medicine, Washington, DC 20007, USA; Lombardi Comprehensive Cancer Center, Washington, DC 20007, USA
| | | | | | - Zahra Mohammadigoldar
- Department of Radiological Sciences, David Geffen School of Medicine at The University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Mobin Azimi
- Department of Diagnostic & Interventional Radiology, New Hospitals Ltd., Tbilisi 0114, Georgia
| | - Azadeh Hajati
- Department of Radiology, Division of Abdominal Imaging, Harvard Medical School, Boston, MA 02114, USA
| | | | - Jason Chiang
- Department of Radiological Sciences, David Geffen School of Medicine at The University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Justin P McWilliams
- Department of Radiological Sciences, David Geffen School of Medicine at The University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - David S K Lu
- Department of Radiological Sciences, David Geffen School of Medicine at The University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Steven S Raman
- Department of Radiological Sciences, David Geffen School of Medicine at The University of California, Los Angeles (UCLA), Los Angeles, CA, USA
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Wei M, Zhang P, Yang C, Li Y. Hepatic arterial infusion chemotherapy combined with lenvatinib and PD-1 inhibitors versus lenvatinib and PD-1 inhibitors for unresectable HCC: a meta-analysis. Front Oncol 2024; 14:1500496. [PMID: 39777346 PMCID: PMC11703705 DOI: 10.3389/fonc.2024.1500496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025] Open
Abstract
Objectives This study aimed to evaluate the effectiveness of combining hepatic arterial infusion chemotherapy (HAIC) with lenvatinib and programmed cell death protein 1 (PD-1) inhibitors in the treatment of advanced, unresectable hepatocellular carcinoma (HCC). Methods A comprehensive search across multiple databases was conducted to identify relevant studies published up to May 2024. This search focused on clinical trials investigating the combination of HAIC with lenvatinib and PD-1 inhibitors for the treatment of advanced HCC. Data from these trials were analyzed using either fixed-effects or random-effects models, with results reported as hazard ratios (HRs) or risk ratios (RRs) with 95% confidence intervals (CIs). To evaluate the robustness of the findings, trial sequential analysis was employed. Results A total of 8 cohort studies encompassing 1073 patients with unresectable HCC were included. Compared with other treatment regimens, the combined use of HAIC, lenvatinib, and PD-1 inhibitors significantly improved overall survival (OS) (HR=0.53 [95% CI 0.45, 0.63], P<0.00001), progression-free survival (PFS) (HR 0.56 [95% CI 0.46, 0.61], P<0.0001), the objective response rate (ORR) (RR=1.82 [95% CI 1.52, 2.18], P<0.00001), and the disease control rate (DCR) (RR=1.24 [95% CI 1.16, 1.33], P<0.00001). Trial sequential analysis (TSA) results indicated that the existing data were sufficient for making quantitative conclusions about the ORR and DCR. Conclusion Combining HAIC with lenvatinib and PD-1 inhibitors enhances the effectiveness of treatment for unresectable HCC. This approach is particularly beneficial for patients who have a high tumor burden or those who are refractory to transarterial chemoembolization (TACE), providing a more effective solution for these challenging cases. Systematic review registration https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42024575853, identifier CRD42024575853.
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Mansur A, Habibollahi P, Fang A, Mahvash A, Etezadi V, Liddell RP, Camacho JC, Cohen EI, Kokabi N, Arepally A, Georgiades C, Nezami N. New frontiers in radioembolization. Ther Adv Med Oncol 2024; 16:17588359241280692. [PMID: 39371617 PMCID: PMC11456171 DOI: 10.1177/17588359241280692] [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: 01/17/2024] [Accepted: 08/19/2024] [Indexed: 10/08/2024] Open
Abstract
Radioembolization is a locoregional transarterial therapy that combines radionuclide and micron-sized beads to deliver radiation internally to the target tumors based on the arterial blood flow. While initially developed as a palliative treatment option, radioembolization is now used for curative intent treatment, neoadjuvant therapy, and method to downstage or bridge for liver transplant. Radioembolization has become increasingly utilized and is an important therapeutic option for the management of hepatocellular carcinoma and liver metastasis. This article provides an overview of the techniques, challenges, and novel developments in radioembolization, including new dosimetry techniques, radionuclides, and new target tumors.
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Affiliation(s)
| | - Peiman Habibollahi
- Division of Diagnostic Imaging, Department of Interventional Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Adam Fang
- Division of Vascular and Interventional Radiology, Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Armeen Mahvash
- Division of Diagnostic Imaging, Department of Interventional Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vahid Etezadi
- Division of Vascular and Interventional Radiology, Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Robert P. Liddell
- Division of Vascular and Interventional Radiology, Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Juan C. Camacho
- Department of Clinical Sciences, College of Medicine, Florida State University, Tallahassee, FL, USA
- Vascular and Interventional Radiology, Radiology Associates of Florida, Sarasota, FL, USA
| | - Emil I. Cohen
- Division of Vascular and Interventional Radiology, Department of Radiology, Georgetown University School of Medicine, Washington, DC, USA
| | - Nima Kokabi
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Aravind Arepally
- Radiology Associates of Atlanta, Atlanta, GA, USA
- ABK Biomedical Inc., Atlanta, GA, USA
| | - Christos Georgiades
- Division of Vascular and Interventional Radiology, Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nariman Nezami
- Division of Vascular and Interventional Radiology, Department of Radiology, Georgetown University School of Medicine, 3800 Reservoir Road, NW, CCC Bldg., Room CG225, Washington, DC 20007, USA
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Zhang HY, Zhu JJ, Liu ZM, Zhang YX, Chen JJ, Chen KD. A prognostic four-gene signature and a therapeutic strategy for hepatocellular carcinoma: Construction and analysis of a circRNA-mediated competing endogenous RNA network. Hepatobiliary Pancreat Dis Int 2024; 23:272-287. [PMID: 37407412 DOI: 10.1016/j.hbpd.2023.06.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 06/13/2023] [Indexed: 07/07/2023]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) has a poor long-term prognosis. The competition of circular RNAs (circRNAs) with endogenous RNA is a novel tool for predicting HCC prognosis. Based on the alterations of circRNA regulatory networks, the analysis of gene modules related to HCC is feasible. METHODS Multiple expression datasets and RNA element targeting prediction tools were used to construct a circRNA-microRNA-mRNA network in HCC. Gene function, pathway, and protein interaction analyses were performed for the differentially expressed genes (DEGs) in this regulatory network. In the protein-protein interaction network, hub genes were identified and subjected to regression analysis, producing an optimized four-gene signature for prognostic risk stratification in HCC patients. Anti-HCC drugs were excavated by assessing the DEGs between the low- and high-risk groups. A circRNA-microRNA-hub gene subnetwork was constructed, in which three hallmark genes, KIF4A, CCNA2, and PBK, were subjected to functional enrichment analysis. RESULTS A four-gene signature (KIF4A, CCNA2, PBK, and ZWINT) that effectively estimated the overall survival and aided in prognostic risk assessment in the The Cancer Genome Atlas (TCGA) cohort and International Cancer Genome Consortium (ICGC) cohort was developed. CDK inhibitors, PI3K inhibitors, HDAC inhibitors, and EGFR inhibitors were predicted as four potential mechanisms of drug action (MOA) in high-risk HCC patients. Subsequent analysis has revealed that PBK, CCNA2, and KIF4A play a crucial role in regulating the tumor microenvironment by promoting immune cell invasion, regulating microsatellite instability (MSI), and exerting an impact on HCC progression. CONCLUSIONS The present study highlights the role of the circRNA-related regulatory network, identifies a four-gene prognostic signature and biomarkers, and further identifies novel therapy for HCC.
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Affiliation(s)
- Hai-Yan Zhang
- Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Jia-Jie Zhu
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China
| | - Zong-Ming Liu
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China
| | - Yu-Xuan Zhang
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China
| | - Jia-Jia Chen
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Ke-Da Chen
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou 310015, China.
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Thoduka SG, Flegar L, Groeben C, Huber J, Eisenmenger N, Paulus T, Vogt K, Luster M, Abolmaali N. Trends in Selective Internal Radiation Therapy (SIRT) for Treating Hepatocellular Carcinoma, Cholangiocarcinoma, and Liver Metastasis: A Total Population Analysis from 2006 to 2021 in Germany. Curr Oncol 2023; 30:10325-10335. [PMID: 38132386 PMCID: PMC10742573 DOI: 10.3390/curroncol30120752] [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: 10/03/2023] [Revised: 11/30/2023] [Accepted: 12/04/2023] [Indexed: 12/23/2023] Open
Abstract
The aim of this study was to investigate trends in selective internal radiation therapy (SIRT) for hepatocellular carcinoma (HCC), cholangiocarcinoma (CCC), and liver metastasis in Germany. We analyzed the nationwide German hospital billing database from 2006 to 2019 for the diagnosis of HCC, CCC or liver metastasis in combination with SIRT. For analyses of SIRT on the hospital level, we used the reimbursement.INFO tool based on German hospitals' quality reports from 2008 to 2021. Linear regression analysis was performed to detect changes over time. We included a total of 14,165 SIRT procedures. The annual numbers increased from 99 in 2006 to 1605 in 2015 (p < 0.001; increase by 1521%), decreasing to 1175 cases in 2019 (p < 0.001). In 2008, 6 of 21 hospitals (28.6%) performed more than 20 SIRTs per year, which increased to 19 of 53 (35.8%) in 2021. The share of SIRT for HCC increased from 29.8% in 2006 to 44.7% in 2019 (p < 0.001) and for CCC from 0% in 2006 to 9.5% in 2019 (p < 0.001), while the share of SIRT for liver metastasis decreased from 70.2% in 2006 to 45.7% in 2019 (p < 0.001). In-hospital mortality was 0.2% after the SIRT procedure. Gastritis (2.7%), liver failure (0.4%), and sepsis (0.3%) were the most common in-hospital complications reported. We observed an increase in SIRT procedures in Germany, with the number of hospitals offering the procedure going up from 21 in 2008 to 53 in 2021. While the treatment of liver metastasis remains the most common indication, SIRT for HCC and CCC increased significantly over the last few years. The mortality and complication rates show that SIRT is a relatively safe procedure.
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Affiliation(s)
- Smita George Thoduka
- Department of Nuclear Medicine, Philipps University of Marburg, 35043 Marburg, Germany;
| | - Luka Flegar
- Department of Urology, Philipps University of Marburg, 35043 Marburg, Germany; (L.F.); (C.G.); (J.H.)
| | - Christer Groeben
- Department of Urology, Philipps University of Marburg, 35043 Marburg, Germany; (L.F.); (C.G.); (J.H.)
| | - Johannes Huber
- Department of Urology, Philipps University of Marburg, 35043 Marburg, Germany; (L.F.); (C.G.); (J.H.)
| | | | - Tobias Paulus
- Department for Diagnostic and Interventional Radiology and Nuclear Medicine, St. Josef Hospital, Ruhr-University Bochum, 44791 Bochum, Germany; (T.P.); (N.A.)
| | - Katharina Vogt
- Department of Radiology and Interventional Radiology, University Hospital Freiburg, 79110 Breisgau, Germany;
| | - Markus Luster
- Department of Nuclear Medicine, Philipps University of Marburg, 35043 Marburg, Germany;
| | - Nasreddin Abolmaali
- Department for Diagnostic and Interventional Radiology and Nuclear Medicine, St. Josef Hospital, Ruhr-University Bochum, 44791 Bochum, Germany; (T.P.); (N.A.)
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Roldan GA, Blomker J, Aby ES. Hepatocellular Carcinoma from a Hepatologist's Perspective. Semin Intervent Radiol 2023; 40:524-535. [PMID: 38274218 PMCID: PMC10807972 DOI: 10.1055/s-0043-1777846] [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
Hepatocellular carcinoma (HCC), the most common type of primary liver cancer, represents a growing health challenge worldwide. The incidence of HCC is rising, which, in turn, has led to a corresponding increase in the associated number of deaths. HCC will become the third leading cause of cancer-related deaths in the United States by 2030. HCC usually develops in the setting of chronic liver disease. Individuals at increased risk of HCC are recommended to undergo surveillance with ultrasound every 6 months along with serum α-fetoprotein testing. Computed tomography (CT) and magnetic resonance imaging (MRI) are considered alternatives based on specific patient factors. Lesions suspicious for HCC are recommended to undergo a diagnostic testing, which includes contrast-enhanced multiphase CT or MRI and liver biopsy when findings are indeterminate. The Barcelona Clinic Liver Cancer prognosis and treatment strategy is the most used assessment for patients with HCC ( Fig. 2 ). Curative therapies include resection, liver transplantation, and ablation. Locoregional therapies, such as transarterial chemoembolization and radioembolization, can be used for patients with intermediate-stage HCC. For patients with advanced-stage HCC, systemic therapy is often used. This review aims to provide an overview of HCC from a hepatologist's perspective, including epidemiology, screening, surveillance, diagnosis, and management.
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Affiliation(s)
- Giovanni A. Roldan
- Department of Gastroenterology and Hepatology, University of Minnesota, Minneapolis, Minnesota
| | - Jacquelin Blomker
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Elizabeth S. Aby
- Department of Gastroenterology and Hepatology, University of Minnesota, Minneapolis, Minnesota
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Tian H, Shang H, Chen Y, Wu B, Wang C, Wang X, Cheng W. Sonosensitizer Nanoplatforms Augmented Sonodynamic Therapy-Sensitizing Shikonin-Induced Necroptosis Against Hepatocellular Carcinoma. Int J Nanomedicine 2023; 18:7079-7092. [PMID: 38050474 PMCID: PMC10693983 DOI: 10.2147/ijn.s435104] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Accepted: 11/16/2023] [Indexed: 12/06/2023] Open
Abstract
Background Apoptosis resistance of hepatocellular carcinoma (HCC) often leads to treatment failure. Nonetheless, overcoming the resistance of HCC to apoptosis by inducing necroptosis of tumor cells to bypass the apoptotic pathway may be a promising treatment strategy. Sonodynamic therapy (SDT) has broad prospects in disease treatment because of its noninvasive characteristic and spatiotemporal control. The combination of SDT and shikonin in the treatment of HCC is expected to be a new tumor treatment method that can overcome apoptosis resistance. Methods In this study, the antitumor effect was evaluated using normal liver cell line WRL68, HCC cell line HepG2 and HepG2 xenograft mouse models. Indocyanine green (ICG) was loaded on nanobubbles (NBs) to construct ICG-loaded nanobubbles (ICG-NBs). Combined sonosensitizer nanoplatforms with ultrasound (US) to achieve efficient SDT, the combination of SDT and shikonin in treating HCC can activate shikonin-induced necroptosis. As a result, tumor cells that produced apoptosis resistance were destroyed by necroptosis. Results The results indicated a successful preparation of ICG-NBs with a uniform particle size of 273.0 ± 118.9 nm spherical structures. ICG-NB-mediated SDT, in combination with shikonin treatment, inhibited the viability, invasion, and migration of tumor cells. SDT + shikonin treatment group caused a substantial increase in necroptotic cells. The increased degree of tumor necrosis and the upregulated expression of receptor-interacting protein 3 kinase were observed in vivo studies, which indicated that the antitumor effect was accompanied by enhanced necroptosis in the SDT + shikonin treatment group. Conclusion ICG-NB-mediated SDT combined with shikonin inhibits the growth of HCC by increasing the necroptosis of tumor cells. Therefore, this combination therapy is a promising treatment strategy against the specific cancer.
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Affiliation(s)
- Huimin Tian
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Haitao Shang
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Yichi Chen
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Bolin Wu
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Chunyue Wang
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Xiaodong Wang
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Wen Cheng
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
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Li D, Liu S, Cheng C, Xu L, Zhao P. Efficacy and safety of transarterial chemoembolization plus lenvatinib in the treatment of advanced hepatocellular carcinoma: A meta-analysis. Medicine (Baltimore) 2023; 102:e34811. [PMID: 37657057 PMCID: PMC10476746 DOI: 10.1097/md.0000000000034811] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 07/27/2023] [Indexed: 09/03/2023] Open
Abstract
BACKGROUND The benefits of transarterial chemoembolization (TACE) plus lenvatinib in advanced hepatocellular carcinoma (HCC) remain controversial. Therefore, we performed a meta-analysis to evaluate the efficacy and safety of TACE plus lenvatinib in the treatment of advanced HCC. METHODS Up to February 26, 2023, the databases of PubMed, EMBASE, Cochrane Library, ClinicalTrials.gov, China National Knowledge Infrastructure, and Wanfang were searched, and clinical studies of TACE plus lenvatinib (experimental group) versus TACE or lenvatinib (control group) in the treatment of advanced HCC were included. Two researchers independently screened the literature, extracted data, and evaluated the quality of the included literature. Revman5.4 software was used for meta-analysis. RESULTS A total of 1855 patients were included in 18 studies. The results of the meta-analysis showed that TACE plus lenvatinib could increase the objective response rate (ORR) (odds ratio [OR] = 3.25, 95% confidence interval [CI]: 2.46-4.31; OR = 3.55, 95%CI: 2.53-4.97) and disease control rate (DCR) (OR = 3.27, 95%CI: 2.44-4.38; OR = 3.45, 95%CI: 2.28-5.24), 12-month (OR = 3.43, 95%CI: 2.08-5.65; OR = 2.78, 95%CI: 1.90-4.05) and 18-month (OR = 2.97, 95%CI: 1.77-5.00; OR = 2.62, 95%CI: 1.54-4.47) progression-free survival (PFS) rate, 12-month (OR = 2.34, 95%CI: 1.53-3.58; OR = 3.64, 95%CI: 2.65-5.01) and 18-month (OR = 2.27, 95%CI: 1.48-3.48; OR = 3.23, 95%CI: 2.33-4.48) overall survival (OS) rate compared with TACE or lenvatinib alone. In addition, the experimental group could significantly reduce the expression levels of serum alpha-fetoprotein (AFP) (standard mean difference [SMD] = 1.22, 95%CI: 0.67-1.78) and vascular endothelial growth factor (VEGF) (SMD = 1.27, 95%CI: 0.87-1.67). In terms of adverse events of drugs, the incidence of grade ≥ 3 hypertension and elevated aspartate aminotransferase and alanine aminotransferase in the experimental group was higher than that in the control group (P < .05). CONCLUSION Compared with TACE or lenvatinib alone, TACE plus lenvatinib has achieved remarkable efficacy in patients with advanced HCC, and the efficacy versus risk need to be carefully balanced in clinical application.
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Affiliation(s)
- Dailong Li
- Department of Oncology, General Hospital of The Yangtze River Shipping, Wuhan, Hubei, China
| | - Siqi Liu
- Department of Oncology, The First College of Clinical Medical Science, China Three Gorges University, Yichang Central People’s Hospital, Yichang, China
| | - Chunlai Cheng
- Department of Oncology, General Hospital of The Yangtze River Shipping, Wuhan, Hubei, China
| | - Lu Xu
- Department of Radiation Oncology and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Pingfan Zhao
- Jingmen People’s Hospital/Jingchu University of Technology Affiliated Central Hospital, Jingmen, Hubei, China
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Wang H, Wu Z, Cui D, Shi Y, Zhai B. Radiofrequency ablation of hepatocellular carcinoma: Current status, challenges, and prospects. LIVER RESEARCH 2023; 7:108-115. [PMID: 39958948 PMCID: PMC11791925 DOI: 10.1016/j.livres.2023.05.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 11/13/2022] [Accepted: 05/25/2023] [Indexed: 02/18/2025]
Abstract
Local ablation technologies, such as radiofrequency ablation (RFA), microwave ablation (MWA) and cryoablation, have become a standard treatment option for hepatocellular carcinoma (HCC) less than 5 cm in size, particularly in individuals who are not candidates for hepatectomy. Except for equivalent prognosis and efficiency, RFA has various advantages over surgical excision, including a lower rate of complications, a cheaper cost, more normal tissue preservation, and a shorter hospital stay. However, the rate of tumor recurrence and/or distant metastasis after RFA therapy is still high. RFA has been widely employed in multiple cancers, large cancer, and lesion identified at "high-risk" sites in recent years, with the advancement of ablation types and operating techniques, particularly the combined use of many technologies. The real value of RFA technology has been more fully reflected. We will examine the status, progress, and problems of RFA in the treatment of HCC in this review.
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Affiliation(s)
- Hongye Wang
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhaorong Wu
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Dan Cui
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yaoping Shi
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bo Zhai
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Espejo-Cruz ML, González-Rubio S, Espejo JJ, Zamora-Olaya JM, Alejandre-Altamirano RM, Prieto-Torre M, Linares CI, Guerrero-Misas M, Barrera-Baena P, Poyato-González A, Sánchez-Frías M, Ayllón MD, Rodríguez-Perálvarez ML, de la Mata M, Ferrín G. Enumeration and Characterization of Circulating Tumor Cells in Patients with Hepatocellular Carcinoma Undergoing Transarterial Chemoembolization. Int J Mol Sci 2023; 24:ijms24032558. [PMID: 36768881 PMCID: PMC9916725 DOI: 10.3390/ijms24032558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/20/2023] [Accepted: 01/23/2023] [Indexed: 01/31/2023] Open
Abstract
Circulating tumor cells (CTCs), and particularly circulating cancer stem cells (cCSC), are prognostic biomarkers for different malignancies and may be detected using liquid biopsies. The ex vivo culture of cCSCs would provide valuable information regarding biological aggressiveness and would allow monitoring the adaptive changes acquired by the tumor in real time. In this prospective pilot study, we analyzed the presence of EpCAM+ CTCs using the IsoFlux system in the peripheral blood of 37 patients with hepatocellular carcinoma undergoing transarterial chemoembolization (TACE). The average patient age was 63.5 ± 7.9 years and 91.9% of the patients were men. All patients had detectable CTCs at baseline and 20 patients (54.1%) showed CTC aggregates or clusters in their peripheral blood. The increased total tumor diameter (OR: 2.5 (95% CI: 1.3-4.8), p = 0.006) and the absence of clusters of CTCs at baseline (OR: 0.2 (95% CI: 0.0-1.0), p = 0.049) were independent predictors of a diminished response to TACE. Culture of cCSC was successful in five out of thirty-three patients, mostly using negative enrichment of CD45- cells, ultra-low adherence, high glucose, and a short period of hypoxia followed by normoxia. In conclusion, the identification of clusters of CTCs before TACE and the implementation of standardized approaches for cCSC culture could aid to predict outcomes and to define the optimal adjuvant therapeutic strategy for a true personalized medicine in hepatocellular carcinoma.
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Affiliation(s)
- María L. Espejo-Cruz
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), 28029 Madrid, Spain
| | - Sandra González-Rubio
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
| | - Juan J. Espejo
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Department of Interventional Radiology, Reina Sofia University Hospital, 14004 Cordoba, Spain
| | - Javier M. Zamora-Olaya
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, 14004 Cordoba, Spain
| | - Rafael M. Alejandre-Altamirano
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, 14004 Cordoba, Spain
| | - María Prieto-Torre
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, 14004 Cordoba, Spain
| | - Clara I. Linares
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
| | - Marta Guerrero-Misas
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, 14004 Cordoba, Spain
| | - Pilar Barrera-Baena
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), 28029 Madrid, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, 14004 Cordoba, Spain
| | - Antonio Poyato-González
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), 28029 Madrid, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, 14004 Cordoba, Spain
| | - Marina Sánchez-Frías
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Department of Pathology, Reina Sofia University Hospital, 14004 Cordoba, Spain
| | - María D. Ayllón
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Department of Hepatobiliary Surgery and Liver Transplantation, Reina Sofia University Hospital, 14004 Cordoba, Spain
| | - Manuel L. Rodríguez-Perálvarez
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), 28029 Madrid, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, 14004 Cordoba, Spain
- Correspondence:
| | - Manuel de la Mata
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), 28029 Madrid, Spain
- Department of Hepatology and Liver Transplantation, Reina Sofia University Hospital, 14004 Cordoba, Spain
| | - Gustavo Ferrín
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), University of Córdoba, 14004 Cordoba, Spain
- Biomedical Research Network Center for Liver and Digestive Diseases (CIBERehd), 28029 Madrid, Spain
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Filippi L, Bagni O, Notarianni E, Saltarelli A, Ambrogi C, Schillaci O. PET/CT with 18F-choline or 18F-FDG in Hepatocellular Carcinoma Submitted to 90Y-TARE: A Real-World Study. Biomedicines 2022; 10:biomedicines10112996. [PMID: 36428565 PMCID: PMC9687226 DOI: 10.3390/biomedicines10112996] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 11/14/2022] [Accepted: 11/18/2022] [Indexed: 11/23/2022] Open
Abstract
Our aim was to assess the role of positron emission computed tomography (PET/CT) with 18F-choline (18F-FCH) or 18F-fluorodeoxyglucose (18F-FDG) in hepatocellular carcinoma (HCC) submitted to 90Y-radioembolization (90Y-TARE). We retrospectively analyzed clinical records of 21 HCC patients submitted to PET/CT with 18F-fluorocholine (18F-FCH) or 18F-fluodeoxyglucose (18F-FDG) before and 8 weeks after 90Y-TARE. On pre-treatment PET/CT, 13 subjects (61.9%) were 18F-FCH-positive, while 8 (38.1%) resulted 18F-FCH-negative and 18F-FDG-positive. At 8-weeks post 90Y-TARE PET/CT, 13 subjects showed partial metabolic response and 8 resulted non-responders, with a higher response rate among 18F-FCH-positive with respect to 18F-FDG-positive patients (i.e., 76.9% vs. 37.5%, p = 0.46). Post-treatment PET/CT influenced patients’ clinical management in 10 cases (47.6%); in 8 subjects it provided indication for a second 90Y-TARE targeting metabolically active HCC remnant, while in 2 patients it led to a PET-guided radiotherapy on metastatic nodes. By Kaplan−Meier analysis, patients’ age (≤69 y) and post 90Y-TARE PET/CT’s impact on clinical management significantly correlated with overall survival (OS). In Cox multivariate analysis, PET/CT’s impact on clinical management remained the only predictor of patients’ OS (p < 0.001). In our real-world study, PET/CT with 18F-FCH or 18F-FDG influenced clinical management and affected the final outcome for HCC patients treated with 90Y-TARE.
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Affiliation(s)
- Luca Filippi
- Nuclear Medicine Unit, “Santa Maria Goretti” Hospital, Via Antonio Canova, 04100 Latina, Italy
- Correspondence: ; Tel.: +39-07736553591
| | - Oreste Bagni
- Nuclear Medicine Unit, “Santa Maria Goretti” Hospital, Via Antonio Canova, 04100 Latina, Italy
| | - Ermanno Notarianni
- Diagnostic and Interventional Unit, “Santa Maria Goretti” Hospital, Via Antonio Canova, 04100 Latina, Italy
| | - Adelchi Saltarelli
- Diagnostic and Interventional Unit, “Santa Maria Goretti” Hospital, Via Antonio Canova, 04100 Latina, Italy
| | - Cesare Ambrogi
- Diagnostic and Interventional Unit, “Santa Maria Goretti” Hospital, Via Antonio Canova, 04100 Latina, Italy
| | - Orazio Schillaci
- Department of Biomedicine and Prevention, University Tor Vergata, Viale Oxford 81, 00133 Rome, Italy
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Xie QY, Huang LP, Gao FW, Liu DQ, Wang X, Jiang KY, Gong J, Zhao X, Gao BJ, Lei ZH. Efficacy of lenvatinib combined with sequential transarterial chemoembolization for primary hepatocellular carcinoma and the effects on serum basic fibroblast growth factor and vascular endothelial growth factor. Front Pharmacol 2022; 13:965770. [PMID: 36339553 PMCID: PMC9633662 DOI: 10.3389/fphar.2022.965770] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 09/26/2022] [Indexed: 11/13/2022] Open
Abstract
Objective: The aim of this research was to investigate the therapeutic efficacy of lenvatinib combined with sequential transarterial chemoembolization (TACE) on primary hepatocellular carcinoma (HCC) and the effects on serum basic fibroblast growth factor (bFGF) and vascular endothelial growth factor (VEGF). Method: A total of 104 patients with primary HCC, admitted to People’s Hospital of Leshan from April 2018 to January 2021, were selected as the study subjects and were divided into the TACE-LEN group (n = 53) who were treated with lenvatinib combined with sequential TACE and the TACE group (n = 51) who were treated with TACE alone, according to the appropriate treatment modalities. The clinical efficacy 8 weeks after treatment; the serum levels of total bilirubin, conjugated bilirubin, and alanine aminotransferase (ALT); the prothrombin time (PT); the indocyanine green retention rate at 15 min (ICGR15); and the serum bFGF and VEGF levels before treatment and at 8 weeks after treatment were compared between the two groups. The incidence of adverse events and the survival rates at 18 months were also recorded for both groups. COX regression analysis was used to analyze the risk factors affecting the survival of patients. Results: Eight weeks after treatment, the objective response rate was higher in the TACE-LEN group than in the TACE group (77.36% vs. 56.36%, p < 0.05), but there were no statistically significant differences in the bilirubin and ALT levels, the PT, and the ICGR15 between the two groups (p > 0.05). The serum bFGF and VEGF levels post-therapeutic were lower in the TACE-LEN group than in the TACE group (p < 0.05). The differences in the incidence of postoperative adverse events and the survival rate within 6 months were not statistically significant between the two groups (p > 0.05). In addition, the survival rates within 12 and 18 months after treatment were higher in the TACE-LEN group than in the TACE group than in the TACE group (81.1% vs. 64.7%, 69.8% vs. 49.1%, p < 0.05). ICG-R15 and treatment regimen are risk factors for survival. Conclusion: The worse the liver reserve is, the worse the prognosis is. The combination of TACE and lenvatinib showed better efficacy and longer survival than TACE monotherapy for HCC patients and reduced the levels of bFGF and VEGF.
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Affiliation(s)
- Qing-Yun Xie
- Department of Hepatobiliary Pancreatic Surgery, The People’s Hospital of Leshan, Leshan, China
| | - Lu-Ping Huang
- Department of Nuclear Medicine, The People’s Hospital of Leshan, Leshan, China
| | - Feng-Wei Gao
- Department of Hepatobiliary Pancreatic Surgery, The People’s Hospital of Leshan, Leshan, China
- *Correspondence: Feng-Wei Gao,
| | - Da-Qing Liu
- Department of Nuclear Medicine, The People’s Hospital of Leshan, Leshan, China
| | - Xia Wang
- Department of Nuclear Medicine, The People’s Hospital of Leshan, Leshan, China
| | - Kang-Yi Jiang
- Department of Hepatobiliary Pancreatic Surgery, The People’s Hospital of Leshan, Leshan, China
| | - Jie Gong
- Department of Hepatobiliary Pancreatic Surgery, The People’s Hospital of Leshan, Leshan, China
| | - Xin Zhao
- Department of Hepatobiliary Pancreatic Surgery, The People’s Hospital of Leshan, Leshan, China
| | - Ben-Jian Gao
- Department of Hepatobiliary Pancreatic Surgery, The People’s Hospital of Leshan, Leshan, China
| | - Ze-Hua Lei
- Department of Hepatobiliary Pancreatic Surgery, The People’s Hospital of Leshan, Leshan, China
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