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Tian Y, Ma L, Liu S, Bai X, Shah N, Zhang L, Wang X, Zhang Y, Ding X. The prognostic value of AST-lymphocyte ratio index in liver cancer patients treated with TACE: a systematic review and single-center retrospective study. BMC Gastroenterol 2025; 25:348. [PMID: 40340835 PMCID: PMC12063415 DOI: 10.1186/s12876-025-03949-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Accepted: 04/28/2025] [Indexed: 05/10/2025] Open
Abstract
BACKGROUND AND AIMS AST-lymphocyte ratio index (ALRI) has been proposed as a potentially prognostic indicator of liver cancer patients underwent transcatheter arterial chemoembolization (TACE) in studies, but the numbers were small and the results were controversial. In this study, we systematically assessed the prognostic value of ALRI in liver cancer patients treated with TACE by integrating meta-analysis with single-center clinical analysis. METHODS We conducted a systematic literature search across multiple databases and evaluated the quality of included studies using the Newcastle-Ottawa Scale. We employed a fixed-effect model to calculate the pooled hazard ratio (HR) and 95% confidence interval (CI). Publication bias were evaluated using funnel plot, Begg's and Egger's tests. Concurrently, we integrated clinical data from 127 HCC patients treated with TACE at our center, employed X-tile software to ascertain the optimal cutoff value for ALRI, and analyzed the relationship between ALRI and clinical characteristics as well as overall survival (OS), using chi-square tests, Kaplan-Meier survival curves, and Cox proportional hazards models. RESULTS The meta-analysis included 7 studies, and the pooled hazard ratio (HR) indicated that elevated ALRI was significantly associated with poorer OS in liver cancer patients underwent TACE (HR = 1.75, 95% CI: 1.46-2.1, P<0.01), with no significant heterogeneity (P = 0.542, I2 = 0.00%). Clinical analysis of 127 patients further supported this finding, with patients in the high ALRI group showed significantly lower OS compared to those in the low ALRI group (1-year OS rate: 96.7% vs. 87.9%, 2-year OS rate: 61.5% vs. 42.7%; C2 = 28.006, P<0.01). Multivariate Cox regression analysis revealed that number of tumors, tumor size and ALRI were all independent prognostic factors for OS (ALRI HR = 6.456, 95%CI: 2.247-18.55, P < 0.01). CONCLUSIONS An increase in ALRI may serve as an independent prognostic indicator of poor outcomes in liver cancer patients undergoing TACE. While it offers benefits such as being non-invasive and cost-effective, further large-scale, multicenter, prospective studies are essential to validate the efficacy of ALRI and establish standardized cutoff values for clinical application.
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Affiliation(s)
- Yali Tian
- Department of Infectious Disease, People's Hospital of Ningxia Hui Autonomous Region, Ningxia Medical University, No. 301, Zhengyuan North Street, Jinfeng District, Yinchuan, Ningxia Hui Autonomous Region, 750021, China
- Ningxia Medical University, No. 692, Shengli Street, Xingqing District, Yinchuan, Ningxia Hui Autonomous Region, 750004, China
| | - Lina Ma
- Department of Infectious Disease, General Hospital of Ningxia Medical University, No. 804, Shengli Street, Xingqing District, Yinchuan, Ningxia Hui Autonomous Region, 750004, China
| | - Shuaiwei Liu
- Department of Infectious Disease, General Hospital of Ningxia Medical University, No. 804, Shengli Street, Xingqing District, Yinchuan, Ningxia Hui Autonomous Region, 750004, China
| | - Xiaoyang Bai
- Ningxia Medical University, No. 692, Shengli Street, Xingqing District, Yinchuan, Ningxia Hui Autonomous Region, 750004, China
| | - Nawaz Shah
- Ningxia Medical University, No. 692, Shengli Street, Xingqing District, Yinchuan, Ningxia Hui Autonomous Region, 750004, China
| | - Le Zhang
- Ningxia Medical University, No. 692, Shengli Street, Xingqing District, Yinchuan, Ningxia Hui Autonomous Region, 750004, China
| | - Xia Wang
- Ningxia Medical University, No. 692, Shengli Street, Xingqing District, Yinchuan, Ningxia Hui Autonomous Region, 750004, China
| | - Yuxi Zhang
- Department of Infectious Disease, People's Hospital of Ningxia Hui Autonomous Region, Ningxia Medical University, No. 301, Zhengyuan North Street, Jinfeng District, Yinchuan, Ningxia Hui Autonomous Region, 750021, China.
| | - Xiangchun Ding
- Department of Infectious Disease, General Hospital of Ningxia Medical University, No. 804, Shengli Street, Xingqing District, Yinchuan, Ningxia Hui Autonomous Region, 750004, China.
- Infectious Disease Clinical Research Center of Ningxia, 804 Shengli Street, Xingqing District, Yinchuan, Ningxia, 750004, China.
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Gowda PC, Weinstein RM, Bhargava A, Senarathna J, Stewart RQ, Ekbote PV, Singh M, Guan E, Banghar S, Pathak AP, Weiss CR. Development of a High-Fidelity Benchtop Model for Simultaneous Flow, Pressure, and Imaging Assessment of Transarterial Embolization Procedures. Cardiovasc Eng Technol 2024; 15:738-748. [PMID: 39285065 DOI: 10.1007/s13239-024-00749-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 08/07/2024] [Indexed: 12/18/2024]
Abstract
PURPOSE The development of new endovascular technologies for transarterial embolization has relied on animal studies to validate efficacy before clinical trials are undertaken. Because embolizations in animals and patients are primarily conducted with fluoroscopy alone, local hemodynamic changes are not assessed during testing. However, such hemodynamic metrics could be important indicators of procedure efficacy that could support improved patient outcomes, such as via the determination of procedural endpoints. The purpose of this study is to create a high-fidelity benchtop system for multiparametric (i.e., hemodynamic and imaging) assessment of transarterial embolization procedures. METHODS The benchtop system consists of a 3D printed, anatomically accurate vascular phantom; a flow loop with a cardiac output simulator; a high-speed video camera; and pressure transducers and flow meters. This system enabled us to vary the heart rate and blood pressure and to simulate clinically relevant hemodynamic states, such as healthy adult, aortic regurgitation, and hypovolemic shock. RESULTS With our radiation-free angiography-mimetic imaging system, we could simultaneously assess gauge pressure and flow values during transarterial embolization. We demonstrated the feasibility of recapitulating the digital subtraction angiography workflow. Finally, we highlighted the utility of this system by characterizing the relationship between an imaging-based metric of procedural endpoint and intravascular flow. We also characterized hemodynamic changes associated with particle embolization within a branch of the hepatic artery and found them to be within reported patient data. CONCLUSION Our benchtop vascular system was low-cost and reproduced transarterial embolization-related hemodynamic phenomena with high fidelity. We believe that this novel platform enables the characterization of patient physiology, novel catheterization devices, and techniques.
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Affiliation(s)
- Prateek C Gowda
- Division of Interventional Radiology, Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, 7203 Sheikh Zayed Tower, Suite 7, 1800 Orleans Street, Baltimore, MD, 21287, USA
| | - Robert M Weinstein
- Division of Interventional Radiology, Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, 7203 Sheikh Zayed Tower, Suite 7, 1800 Orleans Street, Baltimore, MD, 21287, USA
| | - Akanksha Bhargava
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA
| | - Janaka Senarathna
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA
| | - Ryan Q Stewart
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA
| | - Pallavi V Ekbote
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA
| | - Mantej Singh
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA
| | - Emily Guan
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA
| | - Serena Banghar
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA
| | - Arvind P Pathak
- Division of Interventional Radiology, Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, 7203 Sheikh Zayed Tower, Suite 7, 1800 Orleans Street, Baltimore, MD, 21287, USA
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University, Baltimore, MD, 21218, USA
- Department of Electrical Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA
- Institute for Nanobiotechnology, The Johns Hopkins University, Baltimore, Maryland, 21218, USA
| | - Clifford R Weiss
- Division of Interventional Radiology, Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, 7203 Sheikh Zayed Tower, Suite 7, 1800 Orleans Street, Baltimore, MD, 21287, USA.
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, 21218, USA.
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Pei X, Zhao J, Wang Z. Transarterial Chemoembolization Combined with Lenvatinib for Hepatocellular Carcinoma: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Oncology 2024; 102:688-702. [PMID: 38190815 DOI: 10.1159/000536006] [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: 10/21/2023] [Accepted: 12/19/2023] [Indexed: 01/10/2024]
Abstract
INTRODUCTION The treatment of hepatocellular carcinoma (HCC) with transarterial chemoembolization (TACE) and lenvatinib individually has shown favorable outcomes, but there is currently no meta-analysis based on randomized controlled trials (RCTs) to investigate the efficacy and safety of this combined treatment for HCC. The aim of this study was to identify the efficacy and safety of TACE plus lenvatinib for the treatment of HCC. METHODS A systematic search of MEDLINE (via PubMed), the Cochrane Library, EMBASE, and the Web of Science was conducted on July 31, 2023. RCTs evaluating the efficacy and safety of TACE in combination with lenvatinib for the treatment of HCC were included. The risk of bias in the included studies was assessed using the Risk of Bias 2 tool. Outcome measures such as objective response rate (ORR), complete remission (CR), progression-free survival (PFS), overall survival (OS), and safety parameters were extracted from the included studies. Binary outcomes were analyzed using odds ratio (OR), risk ratio, or hazard ratio (HR), while continuous variables were analyzed using mean difference (MD) or standardized MD in RStudio. The quality of the evidence was graded using the GRADE approach. Heterogeneity was considered significant when the I-squared was 50% or less. RESULTS Five RCTs involving 638 patients were included. The meta-analysis revealed that patients in the TACE plus lenvatinib group had a significantly higher mean ORR compared to the control group (OR: 3.65, 95% confidence interval [CI]: 2.50-5.32, fixed-effects model; OR: 3.58, 95% CI: 2.45-5.24, random-effects model, I2 = 0, moderate quality). Specifically, 40.9% of patients in the TACE plus lenvatinib group achieved a PR, which was significantly higher than the control group (OR: 3.51, 95% CI: 2.41-5.13, fixed-effects model; OR: 3.46, 95% CI: 2.36-5.07, random-effects model, I2 = 0, moderate quality). The HR for OS was 0.47 (95% CI: 0.35-0.62, fixed-effects model and random-effects model, I2 = 0, moderate quality). The meta-analysis revealed that the TACE plus lenvatinib group had a significantly higher total adverse effects rate than the control group (OR: 1.86, 95% CI: 1.01-3.43, fixed-effects model; OR: 1.85, 95% CI: 1.00-3.43, random-effects model, I2 = 0, moderate quality). CONCLUSION Our study suggests that the combination of TACE and lenvatinib in the treatment of HCC has shown promising results, with extended OS and improved ORR.
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Affiliation(s)
- Xiaxia Pei
- Department of Oncology, Second Hospital of Lanzhou University, Lanzhou, China,
| | - Jun Zhao
- Department of General Surgery, Second Hospital of Lanzhou University, Lanzhou, China
| | - Zhiping Wang
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Urological Diseases in Gansu Province, Gansu Nephro-Urological Clinical Center, Lanzhou, China
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Ren Y, Zhao C, Xiong Y, Liu Z, Wu G. Comparison of Callisphere Drug-Eluting Beads Transarterial Chemoembolization and Conventional Transarterial Chemoembolization for the treatment of Hepatocellular Carcinoma. Pak J Med Sci 2024; 40:303-307. [PMID: 38356820 PMCID: PMC10862419 DOI: 10.12669/pjms.40.3.8572] [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: 07/19/2023] [Revised: 08/11/2023] [Accepted: 11/08/2023] [Indexed: 02/16/2024] Open
Abstract
Objective To compare the efficacy of CalliSphere drug-eluting beads (DEBs) and conventional (c) transarterial chemoembolization (TACE) in the treatment of hepatocellular carcinoma (HCC). Methods We retrospectively reviewed the clinical data of 125 patients with HCC who had received treatment in Affiliated Hospital of North Sichuan Medical College from January 2018 to February 2019. Sixty-one patients underwent DEB-TACE (observation group) and 64 patients underwent cTACE (control group). The clinical efficacies, overall survivals, and incidence of postoperative adverse reactions between the two groups were compared. Results The objective response rate in the observation group (85.25%) was higher than that in the control group (70.31%; P<0.05). The disease control in the observation group (96.72%) was higher than that in the control group (85.94%; P<0.05). The median survival time of the observation group (24.85 months) was significantly higher than that in the control group (18.18 months; P<0.05). The incidence of adverse reactions in the observation group (4.92%) was lower than that in the control group (17.19%, P<0.05). Conclusions In the treatment of HCC, Callisphere DEB-TACE has better efficacy and longer patient survival with fewer adverse reactions compared to cTACE.
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Affiliation(s)
- Yongjun Ren
- Yongjun Ren, Department of Hepatobiliary Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan Province 637000, P.R. China
| | - Caixia Zhao
- Caixia Zhao, Department of Oncology, Nanchong Central Hospital, Nanchong, Sichuan Province 637000, P.R. China
| | - Yongfu Xiong
- Yongfu Xiong, Department of Hepatobiliary Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan Province 637000, P.R. China
| | - Zhongbai Liu
- Zhongbai Liu, Department of Hepatobiliary Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan Province 637000, P.R. China
| | - Guo Wu
- Guo Wu, Department of Hepatobiliary Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan Province 637000, P.R. China
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Chen Q, Shu L, Sun Y, Guo P, Wang D, Sha X. In Vitro Drug Loading, Releasing Profiles, and In Vivo Embolic Efficacy and Safety Evaluation of a Novel Drug-Eluting Microsphere (CalliSpheres). Cancer Biother Radiopharm 2023; 38:512-520. [PMID: 33493417 DOI: 10.1089/cbr.2020.3766] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Background: To investigate morphology, physical property, loadability, stability, and release profiles of a novel drug-eluting microsphere, CalliSpheres, in vitro and to explore its embolic efficacy and safety in vivo. Materials and Methods: CalliSpheres (50-150 μm, 100-300 μm, and 300-500 μm) and doxorubicin in different amounts (20, 40, 80, and 100 mg) and concentrations (5 and 10 mg/mL) were prepared for experiments. Dynamic light scattering and an Agilent 1260 high-performance liquid chromatography system were used to quantify bead diameters and the efficiency of drug loading and release, respectively. Twelve New Zealand rabbits were treated with catheter-aided hepatic embolization using CalliSpheres. Results: CalliSpheres displayed a red color after loading with doxorubicin, and the mean diameters decreased by 20.7-25.8%. Almost 100% of the drug was incorporated with CalliSpheres in different sizes immersed with doxorubicin 20 mg, while loading efficiency ranged from 75.8% to 100.0% with doxorubicin at 40, 80, and 100 mg dependent on CalliSpheres sizes (smaller sizes, higher loading efficiency). Elevated loading efficiency was observed at higher concentration of doxorubicin solutions. Regarding release profiles, doxorubicin was released from CalliSpheres quickly at the very beginning, and doxorubicin release percentage was increased in the 50-150 μm group (39.2% ± 1.2%) compared with the 100-300 μm group (31.3% ± 1.3%) and 300-500 μm group (31.7% ± 2.5%). Digital subtraction angiography, computed tomography, and histopathologic emanation results proved in vivo safety and embolic efficacy of CalliSpheres. Conclusions: CalliSpheres present with good physical characteristics and satisfactory loading and releasing profiles in vitro and are well tolerated and efficient in embolization in vivo.
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Affiliation(s)
- Qinyue Chen
- Key Laboratory of Smart Drug Delivery, Department of Pharmaceutics, School of Pharmacy, Fudan University, Shanghai, China
| | - Lan Shu
- Key Laboratory of Smart Drug Delivery, Department of Pharmaceutics, School of Pharmacy, Fudan University, Shanghai, China
| | - Yali Sun
- Key Laboratory of Smart Drug Delivery, Department of Pharmaceutics, School of Pharmacy, Fudan University, Shanghai, China
| | - Ping Guo
- Jiangsu Hengrui Medicine Co., Ltd., Shanghai, China
| | - Dong Wang
- Jiangsu Hengrui Medicine Co., Ltd., Shanghai, China
| | - Xianyi Sha
- Key Laboratory of Smart Drug Delivery, Department of Pharmaceutics, School of Pharmacy, Fudan University, Shanghai, China
- The Institutes of Integrative Medicine of Fudan University, Shanghai, China
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Zhou W, Lv Y, Hu X, Luo Y, Li J, Zhu H, Hai Y. Study on the changes of CT texture parameters before and after HCC treatment in the efficacy evaluation and survival predication of patients with HCC. Front Oncol 2022; 12:957737. [PMID: 36387217 PMCID: PMC9650244 DOI: 10.3389/fonc.2022.957737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 10/17/2022] [Indexed: 11/26/2022] Open
Abstract
Objective To investigate texture parameters of contrast-enhanced computed tomography (CT) images before and after transarterial chemoembolization (TACE) as a tool for assessing the therapeutic response and survival predication in hepatocellular carcinoma (HCC). Materials and methods Data of 77 HCC patients who underwent three-phase dynamic contrast-enhanced CT examination within 4 weeks before and 4–8 weeks after TACE were collected and efficacy evaluation was performed according to the modified Response Evaluation Criteria in Solid Tumors (mRECIST) standard. The remission group consisted of 31 patients (12 with complete remission+19 with partial remission), while the non-remission group consisted of 46 patients (27 with stable disease+19 with progressive disease). Full-volume manual delineation of the region of interest (ROI) and texture analysis of the ROI were performed on the CT images using FireVoxel software. Changes in the 48 texture parameters from three-phase CT images before and after TACE were calculated and compared between the two groups. The receiver operating characteristic (ROC) curve and the areas under the curve (AUC) were used to analyze the diagnostic performance of texture parameters. A multifactorial Cox model was used for predicting survival. The C-indices of texture parameter difference values with predictive value, texture features model, and texture features combined with mRECIST in predicting OS were compared with those of mRECIST. Results A total of 41 changes in texture parameters were statistically significant between the remission and non-remission groups. The receiver operating characteristic (ROC) curve showed that the AUC of changes in the 90th percentile in the arterial phase was the largest at 0.842. When the cut-off value was 70.50, the Youden index was the largest (0.621), and the sensitivity and specificity were 0.710 and 0.911, respectively. Three changes in texture parameters were independent factors associated with patient survival, with a hazard of 0.173, 2.068, and 1.940, respectively. The C-index of the OS predicted by the texture features model was not statistically different from that of the mRECIST (0.695 vs. 0.668, p=0.493). While the C-indices of skewness in the portal venous phase combined with mRECIST (0.729, p=0.015), skewness in the delayed phase combined with mRECIST (0.715, p=0.044), and skewness in both two phases combined with mRECIST (0.728, p=0.017) were statistically different. Conclusion Changes in the texture parameters of CT images before and after TACE treatment can be used to obtain relevant grayscale histogram parameters for evaluating the early efficacy of TACE in HCC treatment. And the texture analysis combined with mRECIST may be superior to the mRECIST alone in predicting survival in HCC after TACE treatment.
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Affiliation(s)
- Wei Zhou
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yinzhang Lv
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Yinzhang Lv,
| | - Xuemei Hu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yan Luo
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jiali Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Haidan Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yucheng Hai
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Radiology, Lanzhou University Second Hospital, Lanzhou, China
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Lei HW, Huang BR, Cai J, Li CM, Shang CB, Liao ZY, Wan ZD. CXCR4 antagonist AMD3100 enhances therapeutic efficacy of transcatheter arterial chemoembolization in rats with hepatocellular carcinoma. Kaohsiung J Med Sci 2022; 38:781-789. [PMID: 35467082 DOI: 10.1002/kjm2.12540] [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: 11/24/2021] [Revised: 12/28/2021] [Accepted: 03/09/2022] [Indexed: 11/09/2022] Open
Abstract
This study aims to discover the therapeutic effect of chemokine (CXC motif) receptor 4 (CXCR4) antagonist AMD3100 combined with transcatheter arterial chemoembolization (TACE) in a rat model with hepatocellular carcinoma (HCC). An orthotopic model of HCC was established and treated with TACE (doxorubicin-lipiodol emulsion) with or without AMD3100. The tumor volume was measured by magnetic resonance imaging (MRI). Histopathological changes were detected by hematoxylin-eosin (HE) staining. HCC cell apoptosis was assessed by terminal deoxyribonucleotidyl transferase (TdT)-mediated biotin-16-dUTP nick-end labeling (TUNEL) staining. Immunohistochemistry was used to detect the expression of CD34, hypoxia-inducible factor 1α (HIF-1α), vascular endothelial growth factor (VEGF), and Ki67. Gene and protein expressions were quantified by quantitative reverse-transcription polymerase chain reaction (qRT-PCR) and western blotting, respectively. Both TACE and AMD3100 reduced the tumor volume in orthotopic rat model of HCC with the decreased CXCR4 expression in tumor tissues, and the combination had better effect. However, TACE increased the microvessel density (MVD) in HCC tissues of rats, while AMD3100 treatment reduced MVD in HCC tissues. AMD3100 reduced the TACE induced MVD in HCC tissues with the reduction of HIF-1α and VEGF expression. Either AMD3100 or TACE could promote HCC cell apoptosis accompanying by decreased cell proliferation, and their combined use had better therapeutic effects. CXCR4 antagonist AMD3100 enhance therapeutic efficacy of TACE in rats with HCC via promoting the HCC cell apoptosis, reducing cell proliferation, and inhibiting MVD, thus reducing tumor volume.
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Affiliation(s)
- Hong-Wei Lei
- Department of Interventional Vascular Surgery, The First Affiliated Hospital of Yangtze University, Jingzhou, China
| | - Bi-Run Huang
- Department of Interventional Vascular Surgery, The First Affiliated Hospital of Yangtze University, Jingzhou, China
| | - Jie Cai
- Department of Interventional Vascular Surgery, The First Affiliated Hospital of Yangtze University, Jingzhou, China
| | - Cheng-Ming Li
- Department of Interventional Vascular Surgery, The First Affiliated Hospital of Yangtze University, Jingzhou, China
| | - Chun-Bo Shang
- Department of Interventional Vascular Surgery, The First Affiliated Hospital of Yangtze University, Jingzhou, China
| | - Zhi-Yang Liao
- Department of Interventional Vascular Surgery, The First Affiliated Hospital of Yangtze University, Jingzhou, China
| | - Zheng-Dong Wan
- Department of Interventional Vascular Surgery, The First Affiliated Hospital of Yangtze University, Jingzhou, China
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Razi M, Jianping G, Xu H, Ahmed MJ. Conventional versus drug-eluting bead transarterial chemoembolization: A better option for treatment of unresectable hepatocellular carcinoma. J Interv Med 2021; 4:11-14. [PMID: 34805941 PMCID: PMC8562211 DOI: 10.1016/j.jimed.2020.10.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 09/27/2020] [Accepted: 10/10/2020] [Indexed: 02/07/2023] Open
Abstract
Transarterial chemoembolization (TACE) is a minimally invasive procedure involving intra-arterial catheter-based chemotherapy to selectively administer high doses of cytotoxic drugs to the tumor bed along with ischemic necrosis induced by arterial embolization. Chemoembolization forms the essential core of management in patients with hepatocellular carcinoma (HCC) who are not suitable for curative therapies such as transplantation, resection, or percutaneous ablation. TACE of hepatic cancer(s) has proven to be helpful in achieving local tumor control, and has supported the ability to prevent tumor progression, prolong patient life, and manage patient symptoms. Recent data have demonstrated that, in patients with single-nodule HCC ≤3 cm without vascular invasion, the 5-year overall survival with TACE was found to be comparable with hepatic resection and radiofrequency ablation. Used for several years, Lipiodol continues to play a vital role as a tumor-seeking and radiopaque drug delivery vector in interventional oncology. Efforts have been made to enhance the administration of chemotherapeutic agents to tumors. Compared with conventional TACE, drug-eluting bead TACE is a fairly new drug delivery embolization technique that permits fixed dosing and has the ability to provide sustained release of anticancer agents over a period of time. The present review discusses the basic procedure of TACE and its properties, and the effectiveness of conventional and drug-eluting bead chemoembolization systems currently available or presently undergoing clinical evaluation.
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Affiliation(s)
- Murtuza Razi
- Department of Interventional Radiology, Nanjing Medical University Third School of Clinical Medicine, Nanjing First Hospital, Nanjing, Jiangsu, 210006, China
| | - Gu Jianping
- Department of Interventional Radiology, Nanjing Medical University Third School of Clinical Medicine, Nanjing First Hospital, Nanjing, Jiangsu, 210006, China
| | - He Xu
- Department of Interventional Radiology, Nanjing Medical University Third School of Clinical Medicine, Nanjing First Hospital, Nanjing, Jiangsu, 210006, China
| | - Mohammed Jameeluddin Ahmed
- Department of Interventional Radiology, Nanjing Medical University Third School of Clinical Medicine, Nanjing First Hospital, Nanjing, Jiangsu, 210006, China
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Mikhail AS, Negussie AH, Mauda-Havakuk M, Owen JW, Pritchard WF, Lewis AL, Wood BJ. Drug-eluting embolic microspheres: State-of-the-art and emerging clinical applications. Expert Opin Drug Deliv 2021; 18:383-398. [PMID: 33480306 PMCID: PMC11247414 DOI: 10.1080/17425247.2021.1835858] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 10/07/2020] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Drug-eluting embolic (DEE) microspheres, or drug-eluting beads (DEB), delivered by transarterial chemoembolization (TACE) serve as a therapeutic embolic to stop blood flow to tumors and a drug delivery vehicle. New combinations of drugs and DEE microspheres may exploit the potential synergy between mechanisms of drug activity and local tissue responses generated by TACE to enhance the efficacy of this mainstay therapy. AREAS COVERED This review provides an overview of key drug delivery concepts related to DEE microspheres with a focus on recent technological developments and promising emerging clinical applications as well as speculation into the future. EXPERT OPINION TACE has been performed for nearly four decades by injecting chemotherapy drugs into the arterial supply of tumors while simultaneously cutting off their blood supply, trying to starve and kill cancer cells, with varying degrees of success. The practice has evolved over the decades but has yet to fulfill the promise of truly personalized therapies envisioned through rational selection of drugs and real-time multi-parametric image guidance to target tumor clonality or heterogeneity. Recent technologic and pharmacologic developments have opened the door for potentially groundbreaking advances in how TACE with DEE microspheres is performed with the goal of achieving advancements that benefit patients.
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Affiliation(s)
- Andrew S Mikhail
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Ayele H Negussie
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Michal Mauda-Havakuk
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Joshua W Owen
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - William F Pritchard
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Andrew L Lewis
- Interventional Medicine Innovation Group, Biocompatibles UK, Ltd. (Now Boston Scientific Corp.), Camberley, UK
| | - Bradford J Wood
- Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
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Hybrid Modelling of Transarterial Chemoembolisation Therapies (TACE) for Hepatocellular Carcinoma (HCC). Sci Rep 2020; 10:10571. [PMID: 32601310 PMCID: PMC7324576 DOI: 10.1038/s41598-020-65012-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 03/09/2020] [Indexed: 11/10/2022] Open
Abstract
We extend an agent-based multiscale model of vascular tumour growth and angiogenesis to describe transarterial chemoembolisation (TACE) therapies. The model accounts for tumour and normal cells that are both nested in a vascular system that changes its structure according to tumour-related growth factors. Oxygen promotes nutrients to the tissue and determines cell proliferation or death rates. Within the extended model TACE is included as a two-step process: First, the purely mechanical influence of the embolisation therapy is modelled by a local occlusion of the tumour vasculature. There we distinguish between partial and complete responders, where parts of the vascular system are occluded for the first and the whole tumour vasculature is destroyed for the latter. In the second part of the model, drug eluding beads (DEBs) carrying the chemotherapeutic drug doxorubicin are located at destroyed vascular locations, releasing the drug over a certain time-window. Simulation results are parameterised to qualitatively reproduce clinical observations. Patients that undergo a TACE-treatment are categorised in partial and complete responders one day after the treatment. Another 90 days later reoccurance or complete response are detected by volume perfusion computer tomography (VPCT). Our simulations reveal that directly after a TACE- treatment an unstable tumour state can be observed, where regrowth and total tumour death have the same likeliness. It is argued that this short time-window is favorable for another therapeutical intervention with a less radical therapy. This procedure can shift the outcome to more effectiveness. Simulation results with an oxygen therapy within the unstable time-window demonstrate a potentially positive manipulated outcome. Finally, we conclude that our TACE model can motivate new therapeutical strategies and help clinicians analyse the intertwined relations and cross-links in tumours.
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Tanitame K, Tanitame N, Takahashi Y, Tamai E, Kurose T. The opacity of mineral ion-loaded bead (DC beads ®) on low-keV monochromatic images from dual energy CT and T1-weighted gradient-echo MRI. Jpn J Radiol 2019; 37:660-665. [PMID: 31338722 DOI: 10.1007/s11604-019-00856-w] [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: 06/03/2019] [Accepted: 07/11/2019] [Indexed: 10/26/2022]
Abstract
PURPOSE To evaluate the opacity of DC beads® (DCB) loaded with mineral ions on low-keV monochromatic images from dual energy computed tomography (DECT) and T1-weighted gradient-echo (T1-GRE) MRI. MATERIALS AND METHODS Fe2+ or Ca2+-loaded DCBs were prepared by mixing DCBs in 100 mM FeSO4 or CaSO4 solution and scanned by DECT from 10 min to 27 h after mixing. The Hounsfield units (HUs) of sedimented DCBs on 40-keV monochromatic images were measured. Next, we mixed DCBs in 100, 10, 5 and 1 mM FeSO4 solutions, and scanned these solutions from 15 to 120 min after mixing using a 3 T MR scanner. The signal-noise ratios (SNRs) of sedimented DCBs on T1-GRE were measured. Venous blood was scanned to compare with DCBs. RESULTS The CT values of DCBs in FeSO4 and CaCl2 solutions gradually increased, and were 113.3 and 43.1 HU at 27 h, respectively; that of blood was 17.8 HU. The SNR of DCB in 1 mM FeSO4 solution increased and achieved equilibrium at 120 min, and was 120.5 and higher than in the other FeSO4 solutions. The SNR of blood was 49.7. CONCLUSION Optimally Fe2+-loaded DCBs can be discriminated from venous blood on 40-keV monochromatic images from DECT and T1-GRE.
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Affiliation(s)
- Keizo Tanitame
- Department of Diagnostic Radiology, Hiroshima Prefectural Hospital, Minami-ku, Ujinakanda, 1-5-54, Hiroshima, 734-8530, Japan.
| | - Nobuko Tanitame
- Department of Radiology, Hiroshima City Hiroshima Citizens Hospital, Hiroshima, Japan
| | - Yuji Takahashi
- Department of Clinical Radiology, Hiroshima University Hospital, Hiroshima, Japan
| | - Erika Tamai
- Department of Radiology, Hiroshima Prefectural Hospital, Hiroshima, Japan
| | - Taichi Kurose
- Department of Diagnostic Radiology, Hiroshima Prefectural Hospital, Minami-ku, Ujinakanda, 1-5-54, Hiroshima, 734-8530, Japan
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Peng J, Kang S, Ning Z, Deng H, Shen J, Xu Y, Zhang J, Zhao W, Li X, Gong W, Huang J, Liu L. Residual convolutional neural network for predicting response of transarterial chemoembolization in hepatocellular carcinoma from CT imaging. Eur Radiol 2019; 30:413-424. [PMID: 31332558 PMCID: PMC6890698 DOI: 10.1007/s00330-019-06318-1] [Citation(s) in RCA: 109] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 05/21/2019] [Accepted: 06/11/2019] [Indexed: 02/07/2023]
Abstract
Background We attempted to train and validate a model of deep learning for the preoperative prediction of the response of patients with intermediate-stage hepatocellular carcinoma (HCC) undergoing transarterial chemoembolization (TACE). Method All computed tomography (CT) images were acquired for 562 patients from the Nan Fang Hospital (NFH), 89 patients from Zhu Hai Hospital Affiliated with Jinan University (ZHHAJU), and 138 patients from the Sun Yat-sen University Cancer Center (SYUCC). We built a predictive model from the outputs using the transfer learning techniques of a residual convolutional neural network (ResNet50). The prediction accuracy for each patch was revaluated in two independent validation cohorts. Results In the training set (NFH), the deep learning model had an accuracy of 84.3% and areas under curves (AUCs) of 0.97, 0.96, 0.95, and 0.96 for complete response (CR), partial response (PR), stable disease (SD), and progressive disease (PD), respectively. In the other two validation sets (ZHHAJU and SYUCC), the deep learning model had accuracies of 85.1% and 82.8% for CR, PR, SD, and PD. The ResNet50 model also had high AUCs for predicting the objective response of TACE therapy in patches and patients of three cohorts. Decision curve analysis (DCA) showed that the ResNet50 model had a high net benefit in the two validation cohorts. Conclusion The deep learning model presented a good performance for predicting the response of TACE therapy and could help clinicians in better screening patients with HCC who can benefit from the interventional treatment. Key Points • Therapy response of TACE can be predicted by a deep learning model based on CT images. • The probability value from a trained or validation deep learning model showed significant correlation with different therapy responses. • Further improvement is necessary before clinical utilization. Electronic supplementary material The online version of this article (10.1007/s00330-019-06318-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Jie Peng
- Hepatology Unit and Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
- Department of Oncology, The Second Affiliated Hospital of Guizhou Medical University, Kaili, China
| | - Shuai Kang
- Hepatology Unit and Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Zhengyuan Ning
- School of Biomedical Engineering, Southern Medical University, Guangzhou, China
| | - Hangxia Deng
- Department of Minimal Invasive Interventional Therapy, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, 510000, China
| | - Jingxian Shen
- Department of Radiology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Yikai Xu
- Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Jing Zhang
- Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Wei Zhao
- Department of Interventional Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xinling Li
- Department of Interventional Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Wuxing Gong
- Department of Oncology, Zhuhai Hospital Affiliated with Jinan University, Jinan University, Zhuhai, China
| | - Jinhua Huang
- Department of Minimal Invasive Interventional Therapy, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, 510000, China.
| | - Li Liu
- Hepatology Unit and Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
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Karalli A, Teiler J, Haji M, Seth E, Brismar TB, Wahlin S, Axelsson R, Stål P. Comparison of lipiodol infusion and drug-eluting beads transarterial chemoembolization of hepatocellular carcinoma in a real-life setting. Scand J Gastroenterol 2019; 54:905-912. [PMID: 31287338 DOI: 10.1080/00365521.2019.1632925] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Aim: Doxorubicin-eluting beads transarterial chemoembolization (DEB-TACE) is reported to improve survival and tolerability when compared with conventional lipiodol-TACE (cTACE) for the treatment of hepatocellular carcinoma (HCC). The aim of this study was to evaluate tolerability and long-term survival in patients treated with cTACE or DEB-TACE in a real-life setting. Methods: Incidence of adverse events and overall survival in HCC patients treated with either cTACE or DEB-TACE at Karolinska University Hospital 2004-2012 were analyzed retrospectively. Median follow-up was 7.1 years. Patients were censored when transplanted or at the end of follow-up. Patients receiving both cTACE and DEB-TACE, or treated with resection or ablation post-TACE were excluded from the survival analysis. Results: A total of 202 patients (76 cTACE and 126 DEB-TACE) were eligible for analysis of adverse events, and 179 patients (69 cTACE and 110 DEB-TACE) were included in the survival analysis. cTACE patients were younger and had fewer tumors but higher BCLC stage than DEB-TACE. Child-Pugh and ECOG performance status were similar between groups. Adverse events (abdominal pain, nausea and vomiting, fever, fatigue) were significantly less common in the DEB-TACE group. Median survival was 17.1 months in the cTACE group and 19.1 months in the DEB-TACE (NS). In multivariate Cox regression analysis, portal vein thrombosis and tumor size were associated with increased, and sorafenib treatment post-TACE with decreased mortality. Conclusion: In this retrospective real-life analysis, DEB-TACE had better tolerability compared to cTACE, but overall survival did not differ between the two treatments. Portal vein thrombosis, tumor size and sorafenib treatment after TACE influence survival.
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Affiliation(s)
- Amar Karalli
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet , Stockholm , Sweden
| | - Johan Teiler
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet , Stockholm , Sweden
| | - Mojgan Haji
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet , Stockholm , Sweden
| | - Elin Seth
- Department of Clinical Science and Education, Karolinska Institutet South Hospital , Stockholm , Sweden
| | - Torkel B Brismar
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet , Stockholm , Sweden
| | - Staffan Wahlin
- Unit of Gastroenterology and Rheumatology, Department of Medicine Huddinge, Karolinska Institutet , Stockholm , Sweden.,Unit of Liver Diseases, Department of Upper Gastrointestinal Diseases, Karolinska University Hospital , Stockholm , Sweden
| | - Rimma Axelsson
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet , Stockholm , Sweden.,Medical Radiation Physics and Nuclear Medicine, Functional Unit of Nuclear Medicine, Karolinska University Hospital , Huddinge , Sweden
| | - Per Stål
- Unit of Gastroenterology and Rheumatology, Department of Medicine Huddinge, Karolinska Institutet , Stockholm , Sweden.,Unit of Liver Diseases, Department of Upper Gastrointestinal Diseases, Karolinska University Hospital , Stockholm , Sweden
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Adoptive cell transfer therapy for hepatocellular carcinoma. Front Med 2019; 13:3-11. [DOI: 10.1007/s11684-019-0684-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 12/20/2018] [Indexed: 02/08/2023]
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