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Wang Z, Ouyang J, Jia B, Zhou Y, Yang Y, Li X, Li Q, Zhou J. Laparoscopic liver resection versus radiofrequency ablation for caudate lobe solitary hepatocellular carcinoma: A propensity score matching study. Cancer Med 2024; 13:e7068. [PMID: 38457235 PMCID: PMC10922025 DOI: 10.1002/cam4.7068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 01/22/2024] [Accepted: 02/18/2024] [Indexed: 03/09/2024] Open
Abstract
OBJECTIVE This study aimed to compare the clinical efficacy of laparoscopic liver resection (LLR) and radiofrequency ablation (RFA) in treating solitary hepatocellular carcinoma (HCC) of the hepatic caudate lobe. METHODS Patients with hepatic caudate lobe HCC who underwent LLR or RFA at three hospitals in China between February 2015 and February 2021 were included. In total, 112 patients met the inclusion criteria, of whom 52 underwent RFA and 60 underwent LLR. The outcomes of the two groups were compared and analyzed using propensity score matching (PSM) method. RESULTS There were no significant differences between the two groups in terms of sex, HBV/HCV positivity, AFP positivity (>100 ng/mL), tumor position, Child-Pugh score, or preoperative liver function tests (ALT, AST, TBIL, ALB, and PT) (p > 0.05). Compared to the LLR group, the RFA group had a shorter operation time, less intraoperative bleeding, and shorter postoperative hospital stay (p < 0.05). There was no statistically significant difference in overall postoperative complications between the two groups (p > 0.05). Despite the larger tumor size, the LLR group had better postoperative recurrence-free survival (RFS) (p = 0.00027) and overall survival (OS) (p = 0.0023) than the RFA group. After one-to-one PSM, 31 LLR patients and 31 RFA patients were selected for further analyses. The advantages of LLR over RFA were observed in terms of RFS (p < 0.0001) and OS (p = 0.00029). CONCLUSION LLR should probably be recommended as the preferred method for solitary caudate lobe HCC.
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Affiliation(s)
- Zhengzheng Wang
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer HospitalZhengzhouChina
| | - Jingzhong Ouyang
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer HospitalZhengzhouChina
| | - Binyang Jia
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer HospitalZhengzhouChina
| | - Yanzhao Zhou
- Department of Hepatobiliary Cancer, Liver Cancer Research CenterTianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for CancerTianjinChina
| | - Yi Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Xiaoting Li
- Department of Obstetrics and Gynecology, Henan Provincial People's HospitalPeople's Hospital of Zhengzhou UniversityZhengzhouChina
| | - Qingjun Li
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer HospitalZhengzhouChina
| | - Jinxue Zhou
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer HospitalZhengzhouChina
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Long H, Wu W, Zhou L, Shen H, Xie X, Liu B. Radiofrequency ablation for pediatric recurrent hepatocellular carcinoma: a single-center experience. BMC Med Imaging 2023; 23:202. [PMID: 38057737 PMCID: PMC10702076 DOI: 10.1186/s12880-023-01159-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 11/22/2023] [Indexed: 12/08/2023] Open
Abstract
PURPOSE To summarize our single-center experience with percutaneous ultrasound (US)-guided radiofrequency ablation (RFA) for pediatric recurrent hepatocellular carcinoma (RHCC). METHODS From September 2007 to September 2021, patients under 18 who underwent percutaneous US-guided RFA for RHCC were retrospectively enrolled in this study. Local effectiveness, complications, local tumor progression (LTP), progression free survival (PFS), and overall survival (OS) were evaluated. RESULTS A total of 10 patients (9 male and 1 female; mean age, 11.7 ± 4 years ; age range, 6-17 years) with 15 intrahepatic RHCC lesions were enrolled in this study. Complete ablation (CA) was achieved in 14 out of 15 lesions (93.3%) after the first RFA. During the follow-up (mean, 63.1 ± 18 months; range, 5.3-123.3 months), LTP did not occur. Five patients died including three with tumor progression and one with liver failure. The accumulative one- and three-year PFS rates were 30% and 10%, respectively. The accumulative one- and three-year OS rates were 77.8% and 44.4%, respectively. CONCLUSIONS Our single-center experience suggests the safety and feasibility of percutaneous US-guided RFA for pediatric RHCC.
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Affiliation(s)
- Haiyi Long
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhongshan Road 2, Guangzhou, 510080, China
| | - Wenxin Wu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhongshan Road 2, Guangzhou, 510080, China
| | - Luyao Zhou
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhongshan Road 2, Guangzhou, 510080, China
| | - Hui Shen
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhongshan Road 2, Guangzhou, 510080, China
| | - Xiaoyan Xie
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhongshan Road 2, Guangzhou, 510080, China
| | - Baoxian Liu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, 58 Zhongshan Road 2, Guangzhou, 510080, China.
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Zhou Y, Yuan K, Yang Y, Shan X, Ji Z, Zhou D, Ouyang J, Wang Z, Zhang Q, Zhou J, Li Q. Predictive Factors of Treatment Outcomes After Percutaneous Radiofrequency Ablation of Hepatocellular Carcinoma in the Hepatocaval Confluence: A Propensity Score Matching Analysis. Acad Radiol 2023; 30 Suppl 1:S92-S103. [PMID: 37173236 DOI: 10.1016/j.acra.2023.03.043] [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: 03/09/2023] [Revised: 03/30/2023] [Accepted: 03/31/2023] [Indexed: 05/15/2023]
Abstract
RATIONALE AND OBJECTIVES To compare the efficacy and complications of ultrasound-guided percutaneous radiofrequency ablation of hepatocellular carcinoma (HCC) in the hepatocaval confluence with those of HCC in the non-hepatocaval confluence and to explore the risk factors that lead to radiofrequency ablation failure and patient local tumor progression (LTP). MATERIALS AND METHODS From January 2017 to January 2022, 86 patients with HCC in the hepatocaval confluence who had radiofrequency ablation were included. A 1:1 propensity-matched group of patients with HCC in the non-hepatocaval confluence with comparable clinical baseline traits, such as tumor diameter and tumor number, served as the control group. The two groups' complications, primary efficacy rate (PER), technical success rate (TSR), and prognosis were estimated. RESULTS After PSM, no significant difference of TSR (91.7% vs 95.8%, p = 0.491) and PER (95.8% vs 97.2%, p = 1.000) and 1-, 3-, and 5-year LTP rate (12.5% vs 9.9%, 28.2% vs 27.7%, 40.8% vs 43.8%, p = 0.959) and 1-, 3-, and 5-year DFS rate (87.5% vs 87.5%, 62.3% vs 54.2%, 18.1% vs 22.6%, p = 0.437) and 1-, 3-, and 5-year OS rate (94.3% vs 95.7%, 72.7% vs 69.6%, 20.9% vs 33.6%, p = 0.904) was detected between the two groups. The tumor-to-IVC distance was an independent risk factor for radiofrequency ablation failure in HCC patients in the hepatocaval confluence (OR = 0.611, p = 0.022). Besides, tumor diameter was an independent risk factor for predicting LTP in patients with HCC in the hepatocaval confluence (HR = 2.209, p = 0.046). CONCLUSION HCC in the hepatocaval confluence can be effectively treated with radiofrequency ablation. To maximize treatment efficacy, the tumor-to-IVC distance and tumor diameter should be assessed before the operation begins.
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Affiliation(s)
- Yanzhao Zhou
- Department of Hepatobiliary Cancer, Liver Cancer Research Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China (Y.Z., Q.Z., Q.L.)
| | - Kun Yuan
- School of Public Health, Capital Medical University, Beijing, China (K.Y.)
| | - Yi Yang
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China (Y.Y., X.S., Z.J., D.Z., J.O., Z.W., J.Z.)
| | - Xiao Shan
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China (Y.Y., X.S., Z.J., D.Z., J.O., Z.W., J.Z.)
| | - Zemin Ji
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China (Y.Y., X.S., Z.J., D.Z., J.O., Z.W., J.Z.)
| | - Dezheng Zhou
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China (Y.Y., X.S., Z.J., D.Z., J.O., Z.W., J.Z.)
| | - Jingzhong Ouyang
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China (Y.Y., X.S., Z.J., D.Z., J.O., Z.W., J.Z.)
| | - Zhengzheng Wang
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China (Y.Y., X.S., Z.J., D.Z., J.O., Z.W., J.Z.)
| | - Qi Zhang
- Department of Hepatobiliary Cancer, Liver Cancer Research Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China (Y.Z., Q.Z., Q.L.)
| | - Jinxue Zhou
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, China (Y.Y., X.S., Z.J., D.Z., J.O., Z.W., J.Z.)
| | - Qiang Li
- Department of Hepatobiliary Cancer, Liver Cancer Research Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China (Y.Z., Q.Z., Q.L.).
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White MJ, Nelson AT, Wothe J, Ankeny JS, Brauer D, Larocca CJ, Jensen EH. Feasibility of laparoscopic microwave ablation of caudate tumors: a case series. J Surg Case Rep 2023; 2023:rjad478. [PMID: 37621954 PMCID: PMC10447078 DOI: 10.1093/jscr/rjad478] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 08/05/2023] [Indexed: 08/26/2023] Open
Abstract
Microwave ablation of liver tumors allows preservation of liver parenchyma with good oncologic outcomes. However, ablation of tumors in the caudate lobe is particularly challenging. Adjacent critical anatomy, particularly the biliary hilum, has led to caudate location being considered a relative contraindication to ablation. To date, no series have described laparoscopic microwave ablation of caudate tumors of the liver. We describe our early experience with laparoscopic microwave ablation of caudate tumors. In this retrospective review of a prospectively maintained single-institution database, six patients with six primary or secondary caudate tumors underwent laparoscopic microwave ablation with no complications. At a median follow-up of 10.5 months, five out of six patients are free of caudate recurrence. Laparoscopic microwave ablation of caudate tumors is feasible. Long-term follow-up is needed to determine if local recurrence risk is higher than in other anatomical segments.
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Affiliation(s)
- McKenzie J White
- Department of Surgery, University of Minnesota, 420 Delaware St SE, MMC 195, Minneapolis, MN 55455, United States
| | - Alexander T Nelson
- University of Minnesota Medical School, 420 Delaware St SE, MMC 195, Minneapolis, MN 55455, United States
| | - Jillian Wothe
- Department of Surgery, Brigham and Women’s Hospital, 75 Francis St, Boston, MA 02115, United States
| | - Jacob S Ankeny
- Department of Surgery, University of Minnesota, 420 Delaware St SE, MMC 195, Minneapolis, MN 55455, United States
- Masonic Cancer Center, University of Minnesota, 420 Delaware St SE, MMC 806, Minneapolis, MN 55455, United States
| | - David Brauer
- Department of Surgery, University of Minnesota, 420 Delaware St SE, MMC 195, Minneapolis, MN 55455, United States
- Masonic Cancer Center, University of Minnesota, 420 Delaware St SE, MMC 806, Minneapolis, MN 55455, United States
| | - Christopher J Larocca
- Department of Surgery, University of Minnesota, 420 Delaware St SE, MMC 195, Minneapolis, MN 55455, United States
- Masonic Cancer Center, University of Minnesota, 420 Delaware St SE, MMC 806, Minneapolis, MN 55455, United States
| | - Eric H Jensen
- Department of Surgery, University of Minnesota, 420 Delaware St SE, MMC 195, Minneapolis, MN 55455, United States
- Masonic Cancer Center, University of Minnesota, 420 Delaware St SE, MMC 806, Minneapolis, MN 55455, United States
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Devan AR, Nair B, Aryan MK, Liju VB, Koshy JJ, Mathew B, Valsan A, Kim H, Nath LR. Decoding Immune Signature to Detect the Risk for Early-Stage HCC Recurrence. Cancers (Basel) 2023; 15:2729. [PMID: 37345066 DOI: 10.3390/cancers15102729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Revised: 05/02/2023] [Accepted: 05/09/2023] [Indexed: 06/23/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is often recognized as an inflammation-linked cancer, which possesses an immunosuppressive tumor microenvironment. Curative treatments such as surgical resection, liver transplantation, and percutaneous ablation are mainly applicable in the early stage and demonstrate significant improvement of survival rate in most patients. However, 70-80% of patients report HCC recurrence within 5 years of curative treatment, representing an important clinical issue. However, there is no effective recurrence marker after surgical and locoregional therapies, thus, tumor size, number, and histological features such as cancer cell differentiation are often considered as risk factors for HCC recurrence. Host immunity plays a critical role in regulating carcinogenesis, and the immune microenvironment characterized by its composition, functional status, and density undergoes significant alterations in each stage of cancer progression. Recent studies reported that analysis of immune contexture could yield valuable information regarding the treatment response, prognosis and recurrence. This review emphasizes the prognostic value of tumors associated with immune factors in HCC recurrence after curative treatment. In particular, we review the immune landscape and immunological factors contributing to early-stage HCC recurrence, and discuss the immunotherapeutic interventions to prevent tumor recurrence following curative treatments.
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Affiliation(s)
- Aswathy R Devan
- Department of Pharmacognosy, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Kochi 682041, Kerala, India
| | - Bhagyalakshmi Nair
- Department of Pharmacognosy, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Kochi 682041, Kerala, India
| | | | - Vijayastelar B Liju
- The Shraga Segal Department of Microbiology-Immunology and Genetics, Faculty of Health Sciences, Ben Gurion University of the Negev, Beer Sheva 84105, Israel
| | - Joel Joy Koshy
- Department of Pharmacognosy, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Kochi 682041, Kerala, India
| | - Bijo Mathew
- Department of Pharmaceutical Chemistry, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Kochi 682041, Kerala, India
| | - Arun Valsan
- Department of Gastroenterology and Epatology, Amrita Institute of Medical Science, Kochi 682041, Kerala, India
| | - Hoon Kim
- Department of Pharmacy, and Research Institute of Life Pharmaceutical Sciences, Sunchon National University, Suncheon 57922, Republic of Korea
| | - Lekshmi R Nath
- Department of Pharmacognosy, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Kochi 682041, Kerala, India
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Xu M, Xu D, Deng Z, Tian G, Jiang T. Long-term outcomes of endoscopic ultrasound-guided laser ablation for liver tumors in the caudate lobe: 5 years of experience. Scand J Gastroenterol 2022; 58:558-564. [PMID: 36415178 DOI: 10.1080/00365521.2022.2148833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
OBJECTIVES Liver tumor in the caudate lobe is challenging to treat, partly due to its deep location. Endoscopic ultrasound-guided laser ablation (EUS-LA) is a new attractive option for tumors in high-risk or difficult-to-reach locations. This prospective study investigated the long-term efficacy of EUS-LA for tumors in the caudate lobe, and factors that predict outcomes. METHODS From June 2016 to July 2021, twenty consecutive patients (aged 56.95 ± 10.06 years) with 25 caudate lobe tumors (15.64 ± 6.37 mm) underwent EUS-LA. Treatment outcomes were assessed and predictive factors were calculated via univariate and multivariate analyses. RESULTS Twenty-five tumors achieved complete ablation after the first or second session of EUS-LA. The treatment effectiveness was 100%. During a median follow up of 27 months (3-60), four tumors (16%) developed local tumor progression and 15 patients (75%) experienced intrahepatic distant recurrence. According to univariate and multivariate analyses, the significant prognostic factor of local tumor progression was tumor size >2 cm (p = 0.047). Significant prognostic factors of intrahepatic distant recurrence were: tumor number, alpha-fetoprotein level, and total bilirubin level (p = 0.020, 0.019, 0.010, respectively). No adverse events related to EUS-LA were observed. CONCLUSION EUS-LA is a viable, safe, and effective treatment option for patients with liver tumor in the caudate lobe. Tumor size >2 cm increases the risk of post-procedural local tumor progression. Intrahepatic tumor number, and pretreatment alpha-fetoprotein level and total bilirubin level are associated with intrahepatic distant recurrence. REGISTRATION Clinicaltrials.gov, ID: NCT02816944(June 29, 2016).
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Affiliation(s)
- Min Xu
- Department of Ultrasound Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Danxia Xu
- Department of Ultrasound Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhuang Deng
- Department of Ultrasound Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Guo Tian
- Department of Ultrasound Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Tian'an Jiang
- Department of Ultrasound Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Lithy RM, Omar Abdelaziz A, Awad A, Ibrahim Shousha H, Omran D, Mahmoud Nabil M, Hosni Abdelmaksoud A, Mahmoud Elbaz T, Mabrouk M. Meta-learning algorithm development to predict outcomes in patients with hepatitis C virus-related hepatocellular carcinoma. Arab J Gastroenterol 2022; 23:230-234. [PMID: 36400702 DOI: 10.1016/j.ajg.2022.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 06/06/2022] [Accepted: 10/17/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND AND STUDY AIMS Prediction of prognosis and treatment outcomes for patients with hepatocellular carcinoma (HCC) is complex for most patients. Machine learning predictive analysis can be used to explore the rich information in electronic health records to discover hidden patterns and relationships. We aimed to develop a noninvasive algorithm for predicting outcome treatment options for patients with HCC. PATIENTS AND METHODS This cross-sectional study included 1298 patients with Hepatitis C virus-related HCC attending an HCC multidisciplinary clinic, Kasr Al-Aini Hospital, Cairo University, between 2009 and 2016. Using machine learning analysis, we constructed Reduced Error Pruning (REP) decision tree algorithms and applied Auto-WEKA to select the best classifier out of 39 algorithms. RESULTS The REP-tree algorithm predicted HCC management outcomes with a recall (sensitivity) of 0.658 and a precision (specificity) of 0.653 using only routine data. 854 (65.8%) instances were correctly identified, and 444 (34.2%) instances were incorrectly classified. Out of 31 attributes, liver decompensation was selected by REP-tree as the best predictor of HCC outcome (root node). With Auto-WEKA, the random subspace classifier was chosen as the best predictive algorithm with a recall (sensitivity) of 0.750 and a precision (specificity) of 0.75. There were 974 (75%) correctly classified instances and 324 (25%) incorrectly classified instances, which was better than REP-tree. CONCLUSION Machine learning analysis explores data to discover hidden patterns and trends and enables the development of models to predict HCC treatment outcomes utilizing simple laboratory data. The random subspace classifier predicted the outcome more accurately than REP-tree.
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Affiliation(s)
- Rania M Lithy
- Endemic Medicine and Hepato-gastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Ashraf Omar Abdelaziz
- Endemic Medicine and Hepato-gastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Abobakr Awad
- Computer Science Department, Faculty of Computers and Information, Cairo University, Cairo, Egypt
| | - Hend Ibrahim Shousha
- Endemic Medicine and Hepato-gastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Dalia Omran
- Endemic Medicine and Hepato-gastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mohamed Mahmoud Nabil
- Endemic Medicine and Hepato-gastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Ahmed Hosni Abdelmaksoud
- Diagnostic and Interventional Radiology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Tamer Mahmoud Elbaz
- Endemic Medicine and Hepato-gastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mahasen Mabrouk
- Endemic Medicine and Hepato-gastroenterology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
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Hao MZ, Hu YB, Chen QZ, Chen ZX, Lin HL. Efficacy and safety of computed tomography-guided microwave ablation with fine needle-assisted puncture positioning technique for hepatocellular carcinoma. World J Gastrointest Oncol 2022; 14:1727-1738. [PMID: 36187402 PMCID: PMC9516651 DOI: 10.4251/wjgo.v14.i9.1727] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/18/2022] [Accepted: 08/01/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND In microwave ablation (MWA), although computed tomography (CT) scanning can overcome gas interference, it cannot achieve real-time localization. Therefore, the puncture technique is more important in CT-guided ablation.
AIM To compare the fine needle-assisted puncture (FNP) positioning technique and the conventional puncture (CP) technique for the safety and efficacy of CT-guided MWA in treating hepatocellular carcinoma (HCC).
METHODS This retrospective study included 124 patients with 166 tumor nodules from February 2018 and June 2021. Seventy patients received CT-guided MWA under the FNP technique (FNP group), and 54 patients received MWA under the CP technique (CP group). Intergroup comparisons were made regarding local tumor progression (LTP), recurrence-free survival (RFS), overall survival (OS), and complications. The influencing variables of LTP and RFS were analyzed through univariate and multivariate regressions.
RESULTS The 1-, 2-, and 3-year cumulative incidences of LTP in the FNP group were significantly lower than those in the CP group (7.4%, 12.7%, 21.3% vs 13.7%, 32.9%, 36.4%; P = 0.038). The 1-, 2-, and 3-year RFS rates in the FNP group were significantly higher than those in the CP group (80.6%, 73.3%, 64.0% vs 83.3%, 39.4%, and 32.5%, respectively; P = 0.008). The FNP technique independently predicted LTP and RFS. Minor complications in the FNP group were lower than those in the CP group (P < 0.001). The difference in median OS was insignificant between the FNP and CP groups (P = 0.229).
CONCLUSION The FNP technique used in CT-guided MWA may improve outcomes in terms of LTP, RFS, and procedure-related complications for HCC.
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Affiliation(s)
- Ming-Zhi Hao
- Department of Tumor Interventional Radiology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou 350014, Fujian Province, China
- Department of Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fujian Cancer Hospital, Fuzhou 350014, Fujian Province, China
| | - Yu-Bin Hu
- Department of Tumor Interventional Radiology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou 350014, Fujian Province, China
| | - Qi-Zhong Chen
- Department of Tumor Interventional Radiology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou 350014, Fujian Province, China
| | - Zhang-Xian Chen
- Department of Tumor Interventional Radiology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou 350014, Fujian Province, China
| | - Hai-Lan Lin
- Department of Tumor Interventional Radiology, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou 350014, Fujian Province, China
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Ke S. Advances in the interventional therapy of hepatocellular carcinoma originating from the caudate lobe. J Interv Med 2022; 5:51-56. [PMID: 35936660 PMCID: PMC9349001 DOI: 10.1016/j.jimed.2022.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 03/01/2022] [Accepted: 03/05/2022] [Indexed: 11/27/2022] Open
Abstract
Hepatocellular carcinoma originating from the caudate lobe, also known as segment I hepatocellular carcinoma, is difficult to treat because of its special location, complex vascular supply, and the proximity of important vessels, bile ducts, and organs. This research is conducted to examine the efficacy and safety of interventional therapy for hepatocellular carcinoma in the caudate lobe. Conclusion Superselective chemoembolization and ablation techniques for the treatment of caudate lobe hepatocellular carcinoma still need to be improved. The combination of multiple interventional methods and the application of multiple imaging techniques can improve the effectiveness and safety of interventional therapy for hepatocellular carcinoma in the caudate lobe. Multidisciplinary treatment is also essential to improve the prognosis of patients with caudate lobe hepatocellular carcinoma. The anatomical characteristics of the arteries in the caudate lobe hepatocellular carcinoma remains an important factor restricting the success rate of superselective transcatheter arterial chemoembolization. The application of multiple imaging techniques may improve the effectiveness and safety of interventional therapy. The combination of multiple interventional methods has more advantages than disadvantages. Multidisciplinary treatment is increasingly becoming a trend in the treatment of caudate lobe hepatocellular carcinoma.
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Xie W, Tan J, Li B, Chen S, Liu B, Shen J, Fu S, Kuang M, Sun K, Zeng X. Comparison of Hepatic Resection with Percutaneous Ablation for Hepatocellular Carcinoma in the Caudate Lobe Within Milan Criteria. J Gastrointest Surg 2022; 26:323-332. [PMID: 34494218 DOI: 10.1007/s11605-021-05111-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 07/11/2021] [Indexed: 01/31/2023]
Abstract
PURPOSE We aimed to compare the efficacy of hepatic resection and percutaneous ablation for resectable caudate HCC within Milan criteria and to investigate the prognostic factors. METHODS Between August 2006 and August 2020, a total of 67 eligible patients with resectable caudate HCC within Milan criteria in three centers were retrospectively analyzed and divided into hepatic resection group (n = 46) and percutaneous ablation group (n = 21). Recurrence-free survival (RFS) and overall survival (OS) rates were compared between groups of hepatic resection and percutaneous ablation for these resectable caudate HCC patients with Kaplan-Meier curves and log-rank test. Univariable and multivariable Cox regression analyses were performed to identify the prognostic factors of RFS and OS. RESULTS The 1-, 3-, and 5-year OS rates were 97.6%, 83.6%, and 71.5% for the hepatic resection group, and 89.4%, 58.5%, and 48.8% for the percutaneous ablation group (P = 0.032). The corresponding RFS rates were 77.6%, 47.9%, and 42.6% for the hepatic resection group, and 40.5%, 23.2%, and 15.4% for the percutaneous ablation group (P = 0.010). According to the univariable and multivariable analyses, tumor type (first recurrence) (HR = 3.54; 95%CI, 1.49-8.37; P = 0.004) was a significant independent prognostic factor of RFS for caudate HCC patients after resection or ablation, while total bilirubin (HR = 1.02; 95%CI, 1.01-1.04; P = 0.006) and treatment strategy (HR = 5.97; 95%CI, 1.48-24.12; P = 0.012) were significant independent prognostic factors of OS. CONCLUSIONS Hepatic resection appears to outperform percutaneous ablation for caudate HCC patients within Milan criteria.
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Affiliation(s)
- Wenxuan Xie
- Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Jiehui Tan
- Organ Transplant Center, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Bin Li
- Clinical Trials Unit, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Shuling Chen
- Division of Interventional Ultrasound, Department of Medical Ultrasound, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Baoxian Liu
- Division of Interventional Ultrasound, Department of Medical Ultrasound, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Jingxian Shen
- Department of Medical Imaging, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Shunjun Fu
- Department of Hepatobiliary Surgery II, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Ming Kuang
- Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China.,Division of Interventional Ultrasound, Department of Medical Ultrasound, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Kaiyu Sun
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Sun Yat-Sen University, No.58, Zhongshan Road 2, Guangzhou, 510080, People's Republic of China.
| | - Xuezhen Zeng
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-Sen University, No.58, Zhongshan Road 2, Guangzhou, 510080, People's Republic of China. .,Department of Pharmacy, The First Affiliated Hospital, Sun Yat-Sen University, No.58, Zhongshan Road 2, Guangzhou, 510080, People's Republic of China.
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11
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Yan L, Ren Y, Qian K, Kan X, Zhang H, Chen L, Liang B, Zheng C. Superselective Transarterial Chemoembolization for Unresectable or "Ablation Unsuitable" Hepatocellular Carcinoma in the Caudate Lobe: A Real World, Single-Center Retrospective Study. Front Oncol 2021; 11:678847. [PMID: 34778023 PMCID: PMC8581471 DOI: 10.3389/fonc.2021.678847] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 10/12/2021] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVES To analyze the clinical outcomes of Transarterial chemoembolization (TACE) for unresectable or "ablation unsuitable" hepatocellular carcinoma (HCC) in the caudate lobe (CL) found at initial presentation in clinical practice. METHODS Fifty-eight patients with HCC-CL undergoing conventional TACE from January 2015 to January 2020 were enrolled in our medical center. Overall survival (OS), progression-free survival (PFS), tumor response rate and major complication rates were analyzed. Multivariate analyses for potential clinical and radiologic factors were performed by using the Cox proportional hazard model. RESULTS The median OS was 23 months (95%CI: 18.1-27.9), and the median PFS was 11 months (95%CI: 7.4-14.6). The 1-, 3-, and 5-years OS rates were 66.5%, 31.9% and 15.7%, respectively. The 0.5, 1-, and 3-years PFS rates were 60.3%, 44.5% and 6.3%, respectively. Objective response rate was 53.4% and disease control rate was 79.3%. The most serious complication was bile duct injury, with an incidence of 3.4%. Multivariable analysis revealed that total bilirubin, Barcelona Clinic Liver Cancer stage, nonselective chemoembolization and TACE session were four significant factors associated with OS. CONCLUSIONS Superselective TACE treatment might be associated with better survival benefits in unresectable or "ablation unsuitable" HCC in the CL without macroscopic vascular invasion (MVI) and adequate liver function, compared with the non-selective TACE group, and should be considered as an important reliable therapy for surgeons and interventional radiologists.
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Affiliation(s)
- Liangliang Yan
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Yanqiao Ren
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Kun Qian
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Xuefeng Kan
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Hongsen Zhang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Lei Chen
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Bin Liang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Chuansheng Zheng
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan, China
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12
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Iizumi T, Okumura T, Sekino Y, Takahashi H, Tsai YL, Takizawa D, Ishida T, Hiroshima Y, Nakamura M, Shimizu S, Saito T, Numajiri H, Mizumoto M, Nakai K, Sakurai H. Long-term clinical outcomes of patients receiving proton beam therapy for caudate lobe hepatocellular carcinoma. JOURNAL OF RADIATION RESEARCH 2021; 62:682-687. [PMID: 34036362 PMCID: PMC8273797 DOI: 10.1093/jrr/rrab040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 03/27/2021] [Indexed: 05/09/2023]
Abstract
Hepatocellular carcinoma (HCC) located in the caudate lobe (caudate HCC) is rare; however, patients with this type of tumour have poorer prognoses than those with HCC in other segments. Despite many published reports on the clinical usefulness of proton beam therapy (PBT) for HCC, data on the clinical outcomes of patients undergoing PBT for caudate HCC remain scarce. Therefore, the present study aimed to investigate the outcomes of this group of patients. Thirty patients with caudate HCC who underwent definitive PBT between February 2002 and February 2014 were retrospectively analysed. The total irradiation doses ranged from 55 to 77 (median 72.6) Gy relative biological dose. The median follow-up period was 37.5 (range, 3.0-152.0) months. The overall survival (OS) rates at one, three and five years were 86.6%, 62.8% and 46.1%, respectively. According to univariate and multivariate analyses, Child-Pugh A (P < 0.01), having a single tumour (P = 0.02) and a low serum alpha-fetoprotein level (AFP; P < 0.01) were significant factors predicting longer survival. The local control (LC) rates at one, three and five years were 100%, 85.9% and 85.9%, respectively, while the corresponding progression-free survival (PFS) rates were 65%, 27.5% and 22%, respectively. No grade 3 or worse adverse events were observed. PBT is effective and safe for the treatment of caudate HCC, and should therefore be considered a feasible option for intervention in patients with this disease.
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Affiliation(s)
- Takashi Iizumi
- Corresponding author. Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki 305-8576, Japan. TEL: +81-29-853-7100; FAX: +81-29-853-7102; E-mail:
| | - Toshiyuki Okumura
- Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, Ibaraki 305-8576, Japan
| | - Yuta Sekino
- Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, Ibaraki 305-8576, Japan
| | - Hiroaki Takahashi
- Department of Diagnostic Radiology, Mayo Clinic, 200 First St. SW, Rochester, MN, 55905, USA
| | - Yu-Lun Tsai
- Department of Radiation Oncology, Cathay General Hospital, Taipei, 106, Taiwan
| | - Daichi Takizawa
- Department of Radiation Oncology, Hitachi General Hospital, Ibaraki, 317-0077, Japan
| | - Toshiki Ishida
- Department of Radiation Therapy, Ibaraki Prefectural Central Hospital, Ibaraki Cancer Center, Ibaraki, 309-1793, Japan
| | - Yuichi Hiroshima
- Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, Ibaraki 305-8576, Japan
| | - Masatoshi Nakamura
- Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, Ibaraki 305-8576, Japan
| | - Shosei Shimizu
- Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, Ibaraki 305-8576, Japan
| | - Takashi Saito
- Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, Ibaraki 305-8576, Japan
| | - Haruko Numajiri
- Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, Ibaraki 305-8576, Japan
| | - Masashi Mizumoto
- Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, Ibaraki 305-8576, Japan
| | - Kei Nakai
- Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, Ibaraki 305-8576, Japan
| | - Hideyuki Sakurai
- Department of Radiation Oncology and Proton Medical Research Centre, University of Tsukuba, Ibaraki 305-8576, Japan
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13
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Zhang X, He X, Zeng Q, Tan L, Xu E, Li K, Zheng R. Utility of Fusion Imaging for Percutaneous Thermal Ablation of Hepatocellular Carcinoma in the Caudate Lobe. J Vasc Interv Radiol 2021; 32:1209-1214. [PMID: 34015488 DOI: 10.1016/j.jvir.2021.04.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 04/20/2021] [Accepted: 04/27/2021] [Indexed: 12/23/2022] Open
Abstract
The treatment outcomes of ultrasound-guided percutaneous thermal ablation of hepatocellular carcinoma in the caudate lobe with and without fusion imaging (FI) assistance were evaluated and compared. Twenty-six patients with 28 tumors in the FI group and 8 patients with 8 tumors in the non-FI group were included. Although a higher number of tumors measured >20 mm in the FI group, the technique efficacy and local tumor progression were similar between the 2 groups (P > .99 and P = .45, respectively). FI aided in the detection, guidance, and treatment monitoring of thermal ablation for caudate lobe hepatocellular carcinomas, especially for tumors measuring >20 mm.
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Affiliation(s)
- Xiaodan Zhang
- Department of Ultrasound, Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Xuqi He
- Department of Ultrasound, Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Qingjing Zeng
- Department of Ultrasound, Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Lei Tan
- Department of Ultrasound, Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Erjiao Xu
- Department of Medical Ultrasonics, The Eighth Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Kai Li
- Department of Ultrasound, Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
| | - Rongqin Zheng
- Department of Ultrasound, Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
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14
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Yan L, Chen L, Qian K, Kan X, Zhang H, Liang B, Zheng C. Caudate Lobe Hepatocellular Carcinoma Treated with Sequential Transarterial Chemoembolization and Iodine 125 Seeds Implantation: A Single-Center Retrospective Study. Cancer Manag Res 2021; 13:3901-3912. [PMID: 34012296 PMCID: PMC8128345 DOI: 10.2147/cmar.s309310] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 04/20/2021] [Indexed: 01/05/2023] Open
Abstract
Purpose Resection of the hepatocellular carcinoma (HCC) in the caudate lobe (CL) is challenging even for accomplished surgeons. This retrospective study evaluated the safety and efficacy of transarterial chemoembolization (TACE) and iodine 125 seeds implantation (ISI) for unresectable or “ablation unsuitable” HCC-CL detected at the initial presentation in clinical practice. Patients and Methods A total of 20 HCC-CL patients undergoing sequential TACE and ISI from January 2014 to October 2018 were enrolled in this study. The overall survival (OS), progression-free survival (PFS), tumor response rate, and complication rates were analyzed and compared to non-caudate lobe (NCL) HCC patients. Multivariate analyses for potential clinical and radiological factors were performed using the Cox proportional hazard model. Results The technical success rate was 100%, as all the patients received 28 ISI treatments. The median OS was 35 months. The 1-, 3-, and 5-year OS rates were 100%, 63.2%, and 11.1%, respectively. The median PFS was 16 months. The objective response rate was 60.0%. The puncture tract bleeding (2/20) and pneumothorax (1/20) were the most common complications in operation, but no operation-related deaths occurred. One year after the surgery, biliary tract injury occurred in 1 patient, necessitating percutaneous biliary intervention. No statistical difference was observed between the CL and NCL groups. Multivariable analysis revealed that Barcelona Clinic Liver Cancer stage B and tumor size >3 cm were two significant factors associated with OS. Conclusion Sequential TACE and ISI were associated with the survival benefits in HCC-CL and should be considered as a reliable therapy for surgeons and interventional radiologists.
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Affiliation(s)
- Liangliang Yan
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, People's Republic of China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, 430022, People's Republic of China
| | - Lei Chen
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, People's Republic of China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, 430022, People's Republic of China
| | - Kun Qian
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, People's Republic of China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, 430022, People's Republic of China
| | - Xuefeng Kan
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, People's Republic of China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, 430022, People's Republic of China
| | - Hongsen Zhang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, People's Republic of China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, 430022, People's Republic of China
| | - Bin Liang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, People's Republic of China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, 430022, People's Republic of China
| | - Chuansheng Zheng
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, People's Republic of China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, 430022, People's Republic of China
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15
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Zou ZM, Chang DH, Liu H, Xiao YD. Current updates in machine learning in the prediction of therapeutic outcome of hepatocellular carcinoma: what should we know? Insights Imaging 2021; 12:31. [PMID: 33675433 PMCID: PMC7936998 DOI: 10.1186/s13244-021-00977-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 02/15/2021] [Indexed: 12/24/2022] Open
Abstract
With the development of machine learning (ML) algorithms, a growing number of predictive models have been established for predicting the therapeutic outcome of patients with hepatocellular carcinoma (HCC) after various treatment modalities. By using the different combinations of clinical and radiological variables, ML algorithms can simulate human learning to detect hidden patterns within the data and play a critical role in artificial intelligence techniques. Compared to traditional statistical methods, ML methods have greater predictive effects. ML algorithms are widely applied in nearly all steps of model establishment, such as imaging feature extraction, predictive factor classification, and model development. Therefore, this review presents the literature pertaining to ML algorithms and aims to summarize the strengths and limitations of ML, as well as its potential value in prognostic prediction, after various treatment modalities for HCC.
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Affiliation(s)
- Zhi-Min Zou
- Department of Radiology, The Second Xiangya Hospital of Central South University, No.139 Middle Renmin Road, Changsha, 410011, China
| | - De-Hua Chang
- Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, 69120, Heidelberg, Germany
| | - Hui Liu
- Department of Radiology, The Second Xiangya Hospital of Central South University, No.139 Middle Renmin Road, Changsha, 410011, China
| | - Yu-Dong Xiao
- Department of Radiology, The Second Xiangya Hospital of Central South University, No.139 Middle Renmin Road, Changsha, 410011, China.
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16
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Lee SU, Yoon SM, Cheng JCH, Kim TH, Kim BH, Park JH, Jung J, Tsai CL, Chiang Y, Park JW. Multi-Institutional Retrospective Study of Radiotherapy for Hepatocellular Carcinoma in the Caudate Lobe. Front Oncol 2021; 11:646473. [PMID: 33718247 PMCID: PMC7952981 DOI: 10.3389/fonc.2021.646473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Accepted: 02/08/2021] [Indexed: 11/23/2022] Open
Abstract
Background: No studies evaluating the clinical outcomes of radiotherapy (RT) for hepatocellular carcinoma (HCC) in the caudate lobe have been available to date. The purpose of this study was to evaluate the effectiveness and safety of RT for HCC in the caudate lobe. Material and Methods: Seventy patients with HCC in the caudate lobe treated with RT from a multi-institutional database were included in this study. The median equivalent dose in 2 Gy (EQD2) was 80.0 Gy10 (range, 31.3–99.3), and freedom from local progression (FFLP), progression-free survival (PFS), and overall survival (OS) rates were evaluated. Results: The median time of follow-up was 47.9 months (range, 3.4–127), and the 5-year FFLP, PFS, and OS rates were 80.6% [95% confidence interval (CI), 70.8–91.8], 13.8% (95% CI, 7.5–25.4), and 51.3% (95% CI, 39.9–66.1), respectively. In the multivariate analysis, the radiation dose was significantly associated with the FFLP rate [hazard ratio (HR), 0.57 per 10 Gy10 increase, p = 0.001], and the status of FFLP was significantly associated with OS (HR, 2.694, p = 0.014). The overall rate of ≥grade 3 adverse events was 5.7% (4 of 70), and RT-related mortality was not observed. Conclusion: RT for HCC in the caudate lobe showed promising FFLP and OS rates with safe toxicity profiles. These findings suggest that RT may be a promising treatment option for HCC in the caudate lobe.
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Affiliation(s)
- Sung Uk Lee
- Center for Proton Therapy, National Cancer Center, Goyang, South Korea
| | - Sang Min Yoon
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Jason Chia-Hsien Cheng
- Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Tae Hyun Kim
- Center for Proton Therapy, National Cancer Center, Goyang, South Korea.,Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang, South Korea
| | - Bo Hyun Kim
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang, South Korea
| | - Jin-Hong Park
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Jinhong Jung
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Chiao-Ling Tsai
- Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yun Chiang
- Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Joong-Won Park
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang, South Korea
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17
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Affiliation(s)
- Guy E Johnson
- Section of Interventional Radiology, Department of Radiology, University of Washington, Seattle, Washington
| | - Siddharth A Padia
- Section of Interventional Radiology, Department of Radiology, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, California
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18
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An C, Wu S, Huang Z, Ni J, Zuo M, Gu Y, Zhang T, Huang J. A novel nomogram to predict the local tumor progression after microwave ablation in patients with early-stage hepatocellular carcinoma: A tool in prediction of successful ablation. Cancer Med 2019; 9:104-115. [PMID: 31714685 PMCID: PMC6943142 DOI: 10.1002/cam4.2606] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 09/10/2019] [Accepted: 09/24/2019] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES To develop a nomogram for the local tumor progression (LTP) in patients with early-stage hepatocellular carcinoma (HCC) after computed tomography-guided percutaneous microwave ablation (CT-PMWA) and to assess clinical-pathologic risk factors for individual LTP estimation. Furthermore, we compared the prognostic predictive ability for LTP between the nomogram and the traditional staging systems. METHODS This retrospective study was approved by the institutional review board. Five hundred and forty treatment-naïve patients with HCC according to the Milan criteria, who subsequently underwent CT-PMWA were reviewed from 2009 to 2019. Baseline characteristics were collected to identify the risk factors for the determination of LTP after CT-PMWA. The multivariate Cox proportional-hazards model based on significant prognostic factors of LTP was used to construct the nomogram, which was then assessed for its predictive accuracy using mainly the Harrell's C-index and time-dependent area under the curve (tAUC). RESULTS After a median follow-up time of 28.7 months, 6.5% (35/540) patients had LTP. The nomogram was developed based on the tumor size, tumor number, Child-Turcotte-Pugh (CTP) grade, platelet, and alanine aminotransferase (ALT). The nomogram had good calibration and discriminatory abilities in the training set, with C-indexes of 0.799 (95% confidence interval (CI): 0.738, 0.860), and tAUCs of 0.844 (CI: 0.728, 0.895), that were greater than those of traditional staging systems. Internal validation with 1000 bootstrap resamples had a good C-index of 0.735 (CI: 0.648, 0.816). CONCLUSIONS The nomogram model can be used to predict accurately LTP after CT-PMWA for early-stage HCC, as well as to assist physicians during the therapeutic decision-making process.
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Affiliation(s)
- Chao An
- State Key Laboratory of Oncology in South China, Department of Minimal Invasive Intervention, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Songsong Wu
- Department of Ultrasonography, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, PR China
| | - Zhimei Huang
- State Key Laboratory of Oncology in South China, Department of Minimal Invasive Intervention, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jiayan Ni
- State Key Laboratory of Oncology in South China, Department of Minimal Invasive Intervention, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Mengxuan Zuo
- State Key Laboratory of Oncology in South China, Department of Minimal Invasive Intervention, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yangkui Gu
- State Key Laboratory of Oncology in South China, Department of Minimal Invasive Intervention, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Tianqi Zhang
- State Key Laboratory of Oncology in South China, Department of Minimal Invasive Intervention, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jinhua Huang
- State Key Laboratory of Oncology in South China, Department of Minimal Invasive Intervention, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
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