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Rodgers SK, Fetzer DT, Seow JH, McGillen K, Burrowes DP, Fung C, Udare AS, Wilson SR, Kamaya A. Optimizing US for HCC surveillance. Abdom Radiol (NY) 2025; 50:2453-2463. [PMID: 39585379 PMCID: PMC12069441 DOI: 10.1007/s00261-024-04631-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 10/02/2024] [Accepted: 10/04/2024] [Indexed: 11/26/2024]
Abstract
Ultrasound is the primary imaging modality used for surveillance of patients at risk for HCC. In 2017, the American College of Radiology Liver Imaging Reporting and Data Systems (ACR LI-RADS) introduced US LI-RADS to standardize the performance, interpretation, and reporting of US for HCC surveillance, with the algorithm recently updated as LI-RADS US Surveillance v2024. The American Association for the Study of Liver Diseases (AASLD) recommends reporting both the examination-level LI-RADS US Category as well as the US Visualization Score. The US Category conveys the overall findings of the exam and primarily determines follow up recommendations. The US Visualization Score conveys the expected sensitivity of the test and stratifies patients into appropriate surveillance pathways. One of the goals of routine surveillance is the detection of HCC at an early, potentially curable stage. Therefore, optimizing US technique is of critical importance. Increasing North American and worldwide utilization of LI-RADS US Surveillance, which includes technical recommendations, through education and outreach will undoubtedly benefit patients undergoing US HCC surveillance.
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Affiliation(s)
| | - David T Fetzer
- The University of Texas Southwestern Medical Center, Dallas, USA
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Badar W, Cooper EG, Florido CR, Rabaza M, Sheikh U, Guzman G, Gaba RC. Comparative Radiologic Response Assessment after Transarterial Chemoembolization, Percutaneous Ablation, and Multimodal Treatment: Radiologic-Pathologic Correlation in 81 Tumors. J Vasc Interv Radiol 2025:S1051-0443(25)00183-6. [PMID: 39986373 DOI: 10.1016/j.jvir.2025.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 01/09/2025] [Accepted: 02/12/2025] [Indexed: 02/24/2025] Open
Abstract
PURPOSE To compare concordance of radiologic and pathologic response of hepatocellular carcinoma (HCC) to transarterial chemoembolization (TACE), percutaneous ablation, and multimodal treatment using radiologic-pathologic correlation. MATERIALS AND METHODS This single-center retrospective study analyzed 56 treatment-naive patients (male, 75%; Barcelona Clinic Liver Cancer Stage A, 63%) with 81 HCC tumors (mean diameter, 2.1 cm [SD ± 0.9]) who underwent locoregional therapy (LRT) (TACE, n = 44; ablation, n = 10; TACE + ablation, n = 27) prior to liver transplantation (LT) between 2010 and 2019. Immediate pre-LT cross-sectional imaging was used to assess modified Response Evaluation Criteria in Solid Tumours (mRECIST) response. Explant liver pathology was reviewed for percent pathologic necrosis (PN). Associations between imaging and pathologic observations were statistically characterized using the chi-square and Kruskal-Wallis tests. RESULTS Median time from imaging to LT was 37 days (range, 2-191 days). Across all LRT types, 68% (55/81), 19% (15/81), and 13% (11/83) of tumors displayed mRECIST complete response (CR), partial response (PR), and stable disease. The mean percent PN (%PN) in CR tumors (89% [SD ± 21]) was significantly higher than those in PR (68% [SD ± 34], P = .005) and stable disease (67% [SD ± 36], P = .009) tumors. Sixty percent (33/55) of CR tumors showed 100% complete PN (CPN), whereas only 20% (3/15) of PR tumors and 18% (2/11) of stable disease tumors showed CPN (P = .002). There was no association between %PN and CPN across different LRT modalities and radiologic response categories, indicating consistent performance between treatments. Sensitivity and specificity for radiologic CR to predict 100% PN were 87% and 49%, respectively. CONCLUSIONS Herein, radiologic-pathologic outcomes suggest that radiologic response criteria are associated with PN, with no differences across treatment modalities. However, the imperfect predictive capacity of imaging for PN supports surveillance of treated tumors before LT.
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Affiliation(s)
- Wali Badar
- Department of Radiology, University of Illinois at Chicago, Chicago, Illinois
| | - Eric G Cooper
- Department of Radiology, Northwestern University, Chicago, Illinois
| | - Christopher R Florido
- Department of Radiology, CHRISTUS Spohn Hospital Corpus Christi, Corpus Christi, Texas
| | - Michael Rabaza
- Department of Radiology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Ujalla Sheikh
- Department of Pathology, Ascension Resurrection, Chicago, Illinois
| | - Grace Guzman
- Department of Pathology, University of Illinois at Chicago, Chicago. Illinois
| | - Ron C Gaba
- Department of Radiology, University of Illinois at Chicago, Chicago, Illinois.
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Wang Z, Song S, Zhang L, Yang T, Yao W, Liang B. Hepatic arterial infusion chemotherapy combined with immune checkpoint inhibitors and molecular targeted therapies for advanced infiltrative hepatocellular carcinoma: a single-center experience. Front Immunol 2025; 15:1474442. [PMID: 39867877 PMCID: PMC11757865 DOI: 10.3389/fimmu.2024.1474442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 12/23/2024] [Indexed: 01/28/2025] Open
Abstract
Background Infiltrative hepatocellular carcinoma (HCC) remains a therapeutic challenge due to its aggressive course and poor prognosis. Hepatic arterial infusion chemotherapy (HAIC) plus immune checkpoint inhibitors (ICIs) and molecular targeted therapies (MTTs) has shown early promise for advanced HCC, but its role in advanced infiltrative HCC is unclear. This study aims to investigate the efficacy and safety of HAIC combined with ICIs and MTTs in the treatment of advanced infiltrative HCC. Methods Patients with infiltrative HCC initially treated with HAIC plus ICIs and MTTs were consecutively included at our institution from November 2021 to June 2023. The efficacy evaluation included tumor response, time to response (TTR), duration of response (DOR), progression-free survival (PFS) per RECIST 1.1, and patient survival. Adverse events (AEs) were recorded for safety evaluation. Results A total of 27 patients were included and the median follow-up was 15.8 months (range, 4.3-25.9). The best objective response rate (ORR) and disease control rate (DCR) were 70.4% and 88.9%, respectively. The median TTR was 2.8 months (95% confidence interval [CI], 2.6-3.0) and the median DOR was 7.9 months (95% CI, 3.2-12.5). The median PFS was 7.5 months (95% CI, 4.2-10.7), and the median overall survival (OS) was 16.8 months (95% CI, 14.0-19.6), with a 1-year OS rate of 74.1%. No cases of grade 4 or 5 treatment-related adverse events (TRAEs) were observed in this study. Grade 3 TRAEs occurred in 17/27 (63.0%) patients, and the predominant grade 3 treatment-related adverse events were lymphocyte count decreased (18.5%) and neutrophil count decreased (14.8%). Conclusions The combination of HAIC plus ICIs and MTTs demonstrated encouraging outcomes and manageable safety concerns for infiltrative HCC.
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Affiliation(s)
- Zizhuo Wang
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Songlin Song
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Lijie Zhang
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Tingting Yang
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Wei Yao
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Bin Liang
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
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Chiang CM, Huang KK, Lee CT, Hong TC, Wu JS, Wu HT, Chang TT, Liu YS, Chen WT, Wang CT, Chang C, Chen PJ, Hsieh MT, Chen CY, Chuang CH, Lee CC, Lin SH, Lin YJ, Kuo HY. Comparing immunotherapy effectiveness for unresectable hepatocellular carcinoma: infiltrative versus non-infiltrative types in real-world settings. Ther Adv Med Oncol 2025; 17:17588359241312141. [PMID: 39801612 PMCID: PMC11719450 DOI: 10.1177/17588359241312141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 12/19/2024] [Indexed: 01/16/2025] Open
Abstract
Background Infiltrative hepatocellular carcinoma (HCC) is often associated with an unfavorable prognosis, posing a challenge in determining the optimal therapeutic approach. Immunotherapy, employing immune checkpoint inhibitors (ICIs), has become a preferred first-line treatment for advanced HCC. However, the overall effectiveness of ICIs in patients with infiltrative HCC remains unclear. This study aims to compare the effect of ICI treatment on clinical outcomes between patients with infiltrative and non-infiltrative HCC. Materials and methods A retrospective cohort consisting of unresectable HCC patients who underwent immunotherapy with ICIs, categorized into infiltrative and non-infiltrative groups was studied. Primary outcomes comprised treatment response according to Response Evaluation Criteria in Solid Tumors (RECIST) criteria, progression-free survival (PFS), and overall survival (OS). Results Of 198 patients, 60 (30.3%) had infiltrative HCC, while 138 (69.7%) had non-infiltrative HCC. In the infiltrative group, the objective response rate (ORR) was 36.7% and the disease control rate (DCR) was 55.0%. For the non-infiltrative group, the ORR was 33.3% and the DCR was 56.5%, showing no significant difference between the two groups. However, patients in the infiltrative group had significantly shorter median of PFS and OS following immunotherapy, with a PFS of 4.1 months (95% CI: 2.5-6.7; p = 0.0409) and an OS of 10.4 months (95% CI: 6.7-14.4; p = 0.0268), compared with the non-infiltrative group, which had a PFS of 5.5 months (95% CI: 3.2-7.6) and an OS of 17.0 months (95% CI: 12.8-21.8). Conclusion For immunotherapy, infiltrative HCC exhibits treatment responses similar to non-infiltrative HCC. Nonetheless, infiltrative HCC is associated with shorter survival outcomes, compared with non-infiltrative type. Our findings emphasize the essential of considering type discrepancies when developing management strategies for immunotherapy.
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Affiliation(s)
- Chien-Ming Chiang
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Kuan-Kai Huang
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chun-Te Lee
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Tzu-Chun Hong
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Juei-Seng Wu
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Hung-Tsung Wu
- Department of Internal Medicine, School of Medicine, College of Medicine, National Cheng Kung University, Tainan Taiwan
| | - Ting-Tsung Chang
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yi-Sheng Liu
- Department of Diagnostic Radiology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Wei-Ting Chen
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chung-Teng Wang
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chen Chang
- Department of Pathology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Po-Jun Chen
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ming-Tsung Hsieh
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chiung-Yu Chen
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chiao-Hsiung Chuang
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ching-Chi Lee
- Clinical Medical Research Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan Taiwan
| | - Sheng-Hsiang Lin
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yih-Jyh Lin
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No. 138, Sheng Li Road, Tainan 704, Taiwan
| | - Hsin-Yu Kuo
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No. 138, Sheng Li Road, Tainan 704, Taiwan
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Singh T, Mehta N, Gupta P, Gulati A, Gulati M, Kalra N, Premkumar M, Taneja S, Jearth V, Sharma V, Duseja A. Multiphasic Computed Tomography Enhancement Characteristics and Utility of Delayed Phase in Infiltrative Hepatocellular Carcinoma. Indian J Radiol Imaging 2025; 35:67-72. [PMID: 39697508 PMCID: PMC11651847 DOI: 10.1055/s-0044-1789191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2024] Open
Abstract
Objective The aims of this study are to compare the multiphasic contrast-enhanced computed tomography (CECT) characteristics of infiltrative hepatocellular carcinoma (HCC) with nodular HCC and to assess the conspicuity of infiltrative HCC on different phases of CECT. Materials and Methods This retrospective study comprised consecutive treatment-naive cirrhotic patients diagnosed with infiltrative and nodular HCC between January 2020 and December 2021 based on a multiphasic CECT (comprising arterial, portal venous, and delayed phases). The diagnosis of HCC was based on the Liver Imaging Reporting and Data System (LI-RADS) v2018 criteria (LR-4 and LR-5 lesions). Infiltrative HCCs are characterized by large, irregular, permeative lesions spread over multiple liver segments or lobes. Nodular HCCs comprise well-defined tumor nodules. Two radiologists independently reviewed all CT images. Additionally, lesion conspicuity on the arterial, portal venous, and delayed phases was assessed. Results One hundred fifty-eight patients (117 nodular and 41 infiltrative HCCs; mean age: 55.6 ± 17.2 years; 90 [56.9%] males) were included. Arterial phase hyperenhancement, portal venous/delayed phase washout, and delayed phase enhancing capsule were significantly associated with nodular HCCs ( p = 0.002, 0.0001, and <0.0001, respectively). Portal vein, hepatic vein thrombosis, biliary dilatation, and ascites were significantly associated with infiltrative HCCs ( p < 0.0001, 0.004, <0.0001, and 0.003, respectively). The interobserver agreement for the conspicuity of infiltrative HCC was the highest for the delayed phase (weighted kappa = 0.611). Conclusion Infiltrative HCCs show the major LI-RADS features less frequently compared with nodular HCCs, and venous thrombosis is an important clue to the diagnosis. The delayed phase of multiphasic CECT is critical to identifying these lesions.
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Affiliation(s)
- Tarvinder Singh
- Department of Radiodiagnosis, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nandita Mehta
- Department of Radiodiagnosis, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pankaj Gupta
- Department of Radiodiagnosis, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Gulati
- Department of Radiodiagnosis, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Mudita Gulati
- Department of Radiodiagnosis, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Naveen Kalra
- Department of Radiodiagnosis, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Madhumita Premkumar
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Sunil Taneja
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Vaneet Jearth
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Vishal Sharma
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Duseja
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Roh S, Lee MS, Jang S, Moon MH, Han JK. Hepatic Kaposi Sarcoma after Kidney Transplantation: A Case Report. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2025; 86:141-147. [PMID: 39958498 PMCID: PMC11822272 DOI: 10.3348/jksr.2024.0027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 06/24/2024] [Accepted: 08/09/2024] [Indexed: 02/18/2025]
Abstract
Kaposi sarcoma is an undisputed malignancy associated with a heightened relative risk after transplantation. Similar to other causes of Kaposi's sarcoma, cutaneous involvement is typical in post-transplant patients; however, visceral involvement rarely occurs. We report a rare case of de novo hepatic Kaposi's sarcoma manifesting as an ill-defined infiltrative lesion in the left lobe of the liver in a patient who was immunosuppressed for 9 months after a kidney transplantation using ultrasonography, CT, MRI, and fluorodeoxyglucose-PET.
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Kamal O, Roudenko A, Diab M, Shenoy-Bhangle A, Lee J, Sirlin CB, Fung A, Elsayes KM. Common pitfalls and diagnostic challenges in the application of LI-RADS CT/MRI algorithms: a comprehensive review. Abdom Radiol (NY) 2024:10.1007/s00261-024-04778-8. [PMID: 39718628 DOI: 10.1007/s00261-024-04778-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 12/14/2024] [Accepted: 12/16/2024] [Indexed: 12/25/2024]
Abstract
The Liver Imaging Reporting and Data System (LI-RADS) was developed to standardize the interpretation and reporting of liver observations in at-risk populations, aiding in the diagnosis of hepatocellular carcinoma (HCC). Despite its advantages, the application of LI-RADS can be challenging due to the complexity of liver pathology and imaging interpretation. This comprehensive review highlights common pitfalls encountered in LI-RADS application and offers practical strategies to enhance diagnostic accuracy and consistency among radiologists. Key areas of difficulty include misapplication in non-high-risk populations, misinterpretation of major imaging features such as arterial phase hyperenhancement and washout, and incorrect application of ancillary features. Additionally, the review addresses challenges related to atypical HCC presentations and HCC mimics. By recognizing and addressing these pitfalls, radiologists can improve diagnostic accuracy and avoid common mistakes in the diagnosis of HCC.
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Affiliation(s)
- Omar Kamal
- Oregon Health & Science University, Portland, Oregon, USA.
| | | | - Mahmoud Diab
- The University of Texas MD Anderson Cancer Center, Houston, USA
- Suez Canal University, Ismailia, Egypt
| | | | - James Lee
- University of Kentucky, Lexington, USA
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, USA
| | - Alice Fung
- Oregon Health & Science University, Portland, Oregon, USA
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Xia Y, Zhou J, Xun X, Johnston L, Wei T, Gao R, Zhang Y, Reddy B, Liu C, Kim G, Zhang J, Zhao S, Yu Z. Deep learning for oncologic treatment outcomes and endpoints evaluation from CT scans in liver cancer. NPJ Precis Oncol 2024; 8:263. [PMID: 39551847 PMCID: PMC11570623 DOI: 10.1038/s41698-024-00754-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 11/04/2024] [Indexed: 11/19/2024] Open
Abstract
Accurate treatment response assessment using serial CT scans is essential in oncological clinical trials. However, oncologists' assessment following the Response Evaluation Criteria in Solid Tumors (RECIST) guideline is subjective, time-consuming, and sometimes fallible. Advanced liver cancer often presents multifocal hepatic lesions on CT imaging, making accurate characterization more challenging than with other malignancies. In this work, we developed a tumor volume guided comprehensive objective response evaluation based on deep learning (RECORD) for liver cancer. RECORD performs liver tumor segmentation, followed by sum of the volume (SOV)-based treatment response classification and new lesion assessment. Then, it can provide treatment evaluations of response, stability, and progression, and calculates progression-free survival (PFS) and response time. The RECORD pipeline was developed with both CNN and ViT backbones. Its performance was evaluated in three longitudinal cohorts involving 60 multi-national centers, 206 patients, 891 CT scans, using internal five-fold cross-validation and external validations. RECORD with the most effective backbone achieved an average AUC-response of 0.981, AUC-stable of 0.929, and AUC-progression of 0.969 for SOV-based disease status classification, F1-score of 0.887 for new lesion identification, and accuracy of 0.889 for final treatment outcome assessments across all cohorts. RECORD's PFS and response time predictions strongly correlated with clinician's assessments (P < 0.001). Moreover, RECORD can better stratify high-risk versus low-risk patients for overall survival compared to the human-assessed RECIST results. In conclusion, RECORD demonstrates efficiency and objectivity in analyzing liver lesions for treatment response evaluation. Further research should extend the pipeline to other metastatic organ sites.
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Affiliation(s)
- Yujia Xia
- Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
- SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Jie Zhou
- SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University, Shanghai, 200240, China
- Department of Statistics, School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Xiaolei Xun
- Statistics in Global Statistics and Data Science, Beigene, Shanghai, 200040, China
| | - Luke Johnston
- SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University, Shanghai, 200240, China
- Department of Statistics, School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Ting Wei
- Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
- SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Ruitian Gao
- Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
- SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yufei Zhang
- Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
- SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Bobby Reddy
- PiHealth USA, 55 Cambridge Parkway, Cambridge, MA, 02142, USA
| | - Chao Liu
- PiHealth USA, 55 Cambridge Parkway, Cambridge, MA, 02142, USA
| | - Geoffrey Kim
- PiHealth USA, 55 Cambridge Parkway, Cambridge, MA, 02142, USA
| | - Jin Zhang
- PiHealth USA, 55 Cambridge Parkway, Cambridge, MA, 02142, USA.
| | - Shuai Zhao
- Department of Transplantation, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China.
| | - Zhangsheng Yu
- Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China.
- SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University, Shanghai, 200240, China.
- Department of Statistics, School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai, 200240, China.
- Clinical Research Institute, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
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Zhang H, Wang X, Wang H, Li J, Lei K, Hu R, Liu Z. Development and validation of a model for predicting who can benefit from multiple TACE in HCC patients. Clin Exp Med 2024; 25:1. [PMID: 39487889 PMCID: PMC11531432 DOI: 10.1007/s10238-024-01516-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Accepted: 10/22/2024] [Indexed: 11/04/2024]
Abstract
This study was to develop and validate a model for predicting who can benefit from multiple transcatheter arterial chemoembolization (TACE) in hepatocellular carcinoma (HCC) patients.228 and 98 patients were included in the development and validation sets, respectively. The primary clinical endpoint was benefiting from consecutive multiple TACE treatments. Logistic regression analysis was used to screen the independent risk factors for the clinical endpoint. The independent risk factors were then used to construct the predictive model. The area under receiver operating characteristic (ROC) curves, calibration curves, and clinical decision curves were used to evaluate the predictive ability of the model.Multivariate Logistic regression analysis showed that complete envelope, hepatic lopes, tumor number, and alpha-fetoprotein (AFP) were independent risk factors for benefiting from multiple TACE in HCC patients. The area under the curve (AUC) of the model constructed by using independent risk factors in the development and validation sets was 0.843 (95% confidence interval [CI]: 0.784-0.902) and 0.828 (95%CI: 0.739-0.916), respectively. The calibration curves and clinical decision curves showed that the model had good predictive ability.The model established in this study has a good predictive effect on HCC patients who can benefit from multiple TACE.
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Affiliation(s)
- Huizhi Zhang
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China
| | - Xingxing Wang
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China
| | - Hongxiang Wang
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China
| | - Junchi Li
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China
| | - Kai Lei
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China
| | - Run Hu
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China
| | - Zuojin Liu
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China.
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Rhee H, Park YN, Choi JY. Advances in Understanding Hepatocellular Carcinoma Vasculature: Implications for Diagnosis, Prognostication, and Treatment. Korean J Radiol 2024; 25:887-901. [PMID: 39344546 PMCID: PMC11444852 DOI: 10.3348/kjr.2024.0307] [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: 03/30/2024] [Revised: 07/27/2024] [Accepted: 07/31/2024] [Indexed: 10/01/2024] Open
Abstract
Hepatocellular carcinoma (HCC) progresses through multiple stages of hepatocarcinogenesis, with each stage characterized by specific changes in vascular supply, drainage, and microvascular structure. These vascular changes significantly influence the imaging findings of HCC, enabling non-invasive diagnosis. Vascular changes in HCC are closely related to aggressive histological characteristics and treatment responses. Venous drainage from the tumor toward the portal vein in the surrounding liver facilitates vascular invasion, and the unique microvascular pattern of vessels that encapsulate the tumor cluster (known as a VETC pattern) promotes vascular invasion and metastasis. Systemic treatments for HCC, which are increasingly being used, primarily target angiogenesis and immune checkpoint pathways, which are closely intertwined. By understanding the complex relationship between histopathological vascular changes in hepatocarcinogenesis and their implications for imaging findings, radiologists can enhance the accuracy of imaging diagnosis and improve the prediction of prognosis and treatment response. This, in turn, will ultimately lead to better patient care.
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Affiliation(s)
- Hyungjin Rhee
- Department of Radiology, Research Institute of Radiological Science, Center for Clinical Imaging Data Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Republic of Korea
| | - Young Nyun Park
- Department of Pathology, Graduate School of Medical Science, Brain Korea 21 Project, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jin-Young Choi
- Department of Radiology, Research Institute of Radiological Science, Center for Clinical Imaging Data Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
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11
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Li R, Wang X, Li H, Wang M, Wang J, Wang W, Zhou Q. Hepatic Arterial Infusion Chemotherapy Combined Lenvatinib and PD-1 Inhibitor Showed Improved Survival for Infiltrative Hepatocellular Carcinoma: A Multicenter Cohort Study. J Hepatocell Carcinoma 2024; 11:1727-1740. [PMID: 39281003 PMCID: PMC11397264 DOI: 10.2147/jhc.s477872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Accepted: 09/03/2024] [Indexed: 09/18/2024] Open
Abstract
Purpose Lenvatinib and programmed cell death protein-1 (PD-1) inhibitor on infiltrative hepatocellular carcinoma (HCC) have obtained demonstrated efficacy and still need improvement. Hepatic arterial infusion chemotherapy (HAIC) has shown promising results for advanced HCC. This study aimed to compare the efficacy of HAIC combined Lenvatinib and PD-1 inhibitor versus Lenvatinib combined PD-1 inhibitor for infiltrative HCC. Patients and Methods A total of 232 patients were enrolled. There were 114 patients received Lenvatinib combined PD-1 inhibitor (Len+PD-1 group) and 118 patients received HAIC combined Lenvatinib and PD-1 inhibitor (HAIC+Len+PD-1 group). Overall survival (OS), progression-free survival (PFS) and safety of patients were compared between the two groups by propensity score-matching (PSM). Results The 6-, 12-, and 24-month OS rates were 93.8%, 65.1% and 13.4% in Len+PD-1 group, and 100%, 77.3% and 32.1% in HAIC+Len+PD-1 group, respectively. The 3-, 6-, and 12-month PFS rates were 86.4%, 45.7% and 14.1% in Len+PD-1 group, and 95.1%, 59.3% and 25.9% in HAIC+Len+PD-1 group, respectively. The HAIC+Len+PD-1 group had obviously better survival than the Len+PD-1 group both in OS (P=0.002) and PFS (P=0.004). Subgroup analysis revealed that OS in patients with metastasis was improved with HAIC+Len+PD-1 treatment. Patients with alpha-fetoprotein (AFP) response after treatment showed better survival than the non-response. In addition, HAIC+Len+PD-1 group showed manageable adverse events (AEs). Conclusion Patient with infiltrative HCC, HAIC+Len+PD-1 treatment had longer OS and PFS than Len+PD-1 treatment. Early AFP response was an effective indicator of better survival and tumor response to therapy.
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Affiliation(s)
- Ruixia Li
- Department of Thyroid Surgery, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong Province, People's Republic of China
| | - Xiaohui Wang
- Department of Hepatobiliary Surgery, Hunan Provincial People's Hospital, Changsha, Hunan Province, People's Republic of China
| | - Hui Li
- Department of Minimally Invasive Interventional Radiology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China
| | - Murong Wang
- Department of Minimally Invasive Interventional Radiology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China
| | - Juncheng Wang
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, People's Republic of China
| | - Wei Wang
- Department of General surgery, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning Province, People's Republic of China
| | - Qunfang Zhou
- Department of Interventional Radiology, 5th Medical Center of Chinese PLA General Hospital, Beijing, People's Republic of China
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12
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Sultanik P, Campani C, Larrey E, Campion B, Evain M, Roux C, Blaise L, Wagner M, Rudler M, Nault JC, Thabut D, Allaire M. Portal hypertension is associated with poorer outcome and clinical liver decompensation in patients with HCC treated with Atezolizumab-Bevacizumab. Dig Liver Dis 2024; 56:1621-1630. [PMID: 38548580 DOI: 10.1016/j.dld.2024.02.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 01/24/2024] [Accepted: 02/26/2024] [Indexed: 08/30/2024]
Abstract
BACKGROUND Portal hypertension (PHT) often complicates hepatocellular carcinoma (HCC) treatment and prognosis. We aimed to assess PHT's impact on AtezoBev outcomes and identify predictors of acute variceal bleeding (AVB) and clinical ascites occurrence. METHODS A prospective cohort of 200 HCC patients treated with AtezoBev was studied alongside a retrospective cohort of 123 patients treated with Sorafenib. We assessed factors influencing progression-free survival (PFS), overall survival (OS), AVB and clinical ascites development, focusing on PHT parameters, and comparing outcomes within and between the two cohorts (time-dependent Cox model and adjusted survival curves). RESULTS Among the AtezoBev cohort, 10% experienced AVB, 24% had high-risk esophageal varices (EV) and 46% vascular invasion. Median PFS and OS in the AtezoBev cohort was 5.13 and 12.2 months. AVB (HR=1.81;[95%CI:1.03-3.17]) and clinical ascites occurrence (HR=2.29;[95%CI:1.52-3.45]) were independently associated with mortality. AVB incidence was 12% at 12 months in AtezoBev patients and EV, history of AVB<6months and vascular invasion were independently associated with AVB. The Sorafenib cohort had shorter median PFS and OS, with similar AVB incidence and only EV were associated with AVB. CONCLUSIONS PHT-related events significantly affect not only liver decompensation but also OS in AtezoBev-treated patients. We suggest a more widespread use of NSBB to prevent liver decompensation, with intensified prophylaxis for high-risk patients.
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Affiliation(s)
- Philippe Sultanik
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Claudia Campani
- AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France; INSERM UMR 1138, Centre de recherche des Cordeliers, 75006 Paris, France
| | - Edouard Larrey
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Bertille Campion
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Manon Evain
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Charles Roux
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de radiologie interventionnelle, Paris, France
| | - Lorraine Blaise
- AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France
| | - Mathilde Wagner
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de radiologie diagnostique, Paris, France
| | - Marika Rudler
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France; Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), F-75012 Paris, France
| | - Jean Charles Nault
- AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France; INSERM UMR 1138, Centre de recherche des Cordeliers, 75006 Paris, France
| | - Dominique Thabut
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France; Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), F-75012 Paris, France
| | - Manon Allaire
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France; INSERM UMR 1138, Centre de recherche des Cordeliers, 75006 Paris, France.
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Li X, Liu D, Wu Z, Xu Y. Diffuse tumors: Molecular determinants shared by different cancer types. Comput Biol Med 2024; 178:108703. [PMID: 38850961 DOI: 10.1016/j.compbiomed.2024.108703] [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: 12/05/2023] [Revised: 05/02/2024] [Accepted: 06/01/2024] [Indexed: 06/10/2024]
Abstract
Most cancer types have both diffuse and non-diffuse subtypes, which have rather distinct morphologies, namely scattered tiny tumors vs. one solid tumor, and different levels of aggressiveness. However, the causes for forming such distinct subtypes remain largely unknown. Using the diffuse and non-diffuse gastric cancers (GCs) as the illustrative example, we present a computational study based on the transcriptomic data from the TCGA and GEO databases, to address the following questions: (i) What are the key molecular determinants that give rise to the distinct morphologies between diffuse and non-diffuse cancers? (ii) What are the main reasons for diffuse cancers to be generally more aggressive than non-diffuse ones of the same cancer type? (iii) What are the reasons for their distinct immunoactivities? And (iv) why do diffuse cancers on average tend to take place in younger patients? The study is conducted using the framework we have previously developed for elucidation of general drivers cancer formation and development. Our main discoveries are: (a) the level of (poly-) sialic acids deployed on the surface of cancer cells is a significant factor contributing to questions (i) and (ii); (b) poly-sialic acids synthesized by ST8SIA4 are the key to question (iii); and (c) the circulating growth factors specifically needed by the diffuse subtype dictate the answer to question (iv). All these predictions are substantiated by published experimental studies. Our further analyses on breast, prostate, lung, liver, and thyroid cancers reveal that these discoveries generally apply to the diffuse subtypes of these cancer types, hence indicating the generality of our discoveries.
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Affiliation(s)
- Xuan Li
- Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, 130012, China; School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Dingyun Liu
- Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, 130012, China
| | - Zhipeng Wu
- Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, 130012, China
| | - Ying Xu
- School of Medicine, Southern University of Science and Technology, Shenzhen, China.
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Hu HM, Lee HL, Liu CJ, Hsieh YH, Chen YS, Hsueh KC. Loss of MTA2-mediated downregulation of PTK7 inhibits hepatocellular carcinoma metastasis progression by modulating the FAK-MMP7 axis. ENVIRONMENTAL TOXICOLOGY 2024; 39:1897-1908. [PMID: 38050825 DOI: 10.1002/tox.24073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 11/14/2023] [Accepted: 11/20/2023] [Indexed: 12/07/2023]
Abstract
The expression of metastasis tumor-associated protein 2 (MTA2) and protein tyrosine kinase 7 (PTK7) is associated with hepatocellular carcinoma (HCC) progression. However, the functional effect and mechanism through which MTA2 regulates PTK7-mediated HCC progression remains unclear. Here, we found that MTA2 knockdown significantly down-regulated PTK7 expression in HCC cells (SK-Hep-1 and PLC/PRF/5). Data from the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) databases show that the PTK7 expression level was higher in HCC tissues than in normal liver tissues. In HCC patients, the PTK7 expression level clearly correlated with tumor stage and grade, lower overall survival (OS) correlated positively with MTA2 level, and PTK7 expression acted as a downstream factor for MTA2 expression. In addition, matrix metalloproteinase 7 (MMP7) expression was closely regulated by PTK7, and the mRNA and protein expression levels of MTA2 and PTK7 correlated positively with lower OS. MMP7 downregulation by PTK7 knockdown clearly decreased the migration and invasion abilities of HCC cells. In HCC cells, recombinant human MMP7 reversed the PTK7 knockdown-induced suppression of migration and invasion. Furthermore, deactivation of FAK using siFAK or FAK inhibitor (PF-573228, PF) synergistically contributed to PTK7 knockdown-inhibited FAK activity, MMP7 expression, and the migration and invasion abilities of HCC cells. Collectively, our findings show that PTK7 mediates HCC progression by regulating the MTA2-FAK-MMP7 axis and may be a diagnostic value for HCC patients.
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Affiliation(s)
- Huang-Ming Hu
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Medical University, Kaohsiung, Taiwan
- Department of Internal Medicine, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Internal Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung, Taiwan
| | - Hsiang-Lin Lee
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Deptartment of Surgery, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Chung-Jung Liu
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Medical University, Kaohsiung, Taiwan
- Regenerative Medicine and Cell Therapy Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yi-Hsien Hsieh
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Yong-Syuan Chen
- Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Kuan-Chun Hsueh
- Division of General Surgery, Department of Surgery, Tungs' Taichung Metroharbor Hospital, Taichung, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
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15
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Copil FD, Campani C, Lequoy M, Sultanik P, Blaise L, Wagner M, Ganne-Carrié N, Ozenne V, Thabut D, Nault JC, Ratziu V, Allaire M. No correlation between MASLD and poor outcome of Atezolizumab-Bevacizumab therapy in patients with advanced HCC. Liver Int 2024; 44:931-943. [PMID: 38291735 DOI: 10.1111/liv.15833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 11/28/2023] [Accepted: 12/19/2023] [Indexed: 02/01/2024]
Abstract
INTRODUCTION It has been suggested that in patients with hepatocellular carcinoma (HCC) of metabolic aetiology, the efficacy of immunotherapy may be reduced. The aim was to investigate the impact of metabolic-associated steatotic liver disease (MASLD) and metabolic risk factors (MRF) on the outcomes of Atezolizumab-Bevacizumab (AtezoBev). METHODS We collected data from 295 AtezoBev-treated patients, starting in 2020. MASLD was defined by the current/past presence of MRF, namely BMI ≥ 30 kg/m2, type 2 diabetes, arterial hypertension or dyslipidaemia and no other cause of liver disease (daily alcohol ≤30 g in males and ≤20 g in females). The influence of baseline characteristics on progression (PFS) and overall survival (OS) was assessed by uni/multivariate analysis using the Cox model. RESULTS Risk factors for cirrhosis were viral infection in 47%, excessive alcohol consumption in 45% and MASLD in 13%. In the whole cohort, 27% had 1 MRF, 23% had 2 MRF, 15% had 3 MRF and 6% had 4 MRF. Median PFS and OS were 6.5 and 15.6 months, respectively, and similar in patients with or without MASLD in Log rank analysis. The number of MRF or MALSD was not associated with PFS or OS in the univariate analysis. Factors associated with PFS in multivariate analysis included ALBI grade 3 (HR = 1.60, p = .03), AFP (HR = 1.01, p = .01) and metastasis (HR = 1.77, p < .001). During follow-up, 10% of patients experienced immune-related adverse events, with age and female gender, but not MRF or MASLD, as independent predictors. CONCLUSION Our study suggests that the presence of MASLD or the number of MRF did not lead to worse outcomes in advanced HCC patients treated with AtezoBev.
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Affiliation(s)
- Francisca-Dora Copil
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Claudia Campani
- INSERM UMR 1138, Centre de recherche des Cordeliers, Paris, France
| | - Marie Lequoy
- AP-HP Sorbonne Université, Hôpital Universitaire Saint Antoine, Service d'Hépato-gastroentérologie, Paris, France
| | - Philippe Sultanik
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Lorraine Blaise
- AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France
| | - Mathilde Wagner
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de radiologie diagnostique, Paris, France
| | - Nathalie Ganne-Carrié
- INSERM UMR 1138, Centre de recherche des Cordeliers, Paris, France
- AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France
| | - Violaine Ozenne
- AP-HP Sorbonne Université, Hôpital Universitaire Saint Antoine, Service d'Hépato-gastroentérologie, Paris, France
| | - Dominique Thabut
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
- Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), Paris, France
| | - Jean-Charles Nault
- INSERM UMR 1138, Centre de recherche des Cordeliers, Paris, France
- AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France
| | - Vlad Ratziu
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
- Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), Paris, France
| | - Manon Allaire
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
- INSERM UMR 1138, Centre de recherche des Cordeliers, Paris, France
- Genomic Instability, Metabolism, Immunity and Liver Tumorigenesis Laboratory, Equipe Labellisée LIGUE, Paris, France
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16
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Mejait A, Roux C, Soret M, Larrey E, Wagner M, Bijot JC, Lussey-Lepoutre C, Thabut D, Goumard C, Maksud P, Allaire M. Enhanced therapeutic outcomes with atezolizumab-bevacizumab and SIRT combination compared to SIRT alone in unresectable HCC: A promising approach for improved survival. Clin Res Hepatol Gastroenterol 2024; 48:102282. [PMID: 38191073 DOI: 10.1016/j.clinre.2024.102282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 12/22/2023] [Accepted: 01/05/2024] [Indexed: 01/10/2024]
Abstract
BACKGROUND Integrating immunotherapy with locoregional therapies marks a significant milestone in the realm of hepatocellular carcinoma (HCC) treatment . This study aimed to assess the impact of addition of Atezolizumab-Bevacizumab (AtezoBev) on the outcome patients treated with SIRT. METHODS We conducted a study that included all Child-Pugh A HCC treated with SIRT since 2017. We examined the effects of the addition of 3 infusions of AtezoBev before the SIRT procedure and after SIRT on patients outcome (AtezoBev-SIRT group). Time-to-event data were analyzed using Kaplan-Meier with the log-rank test. RESULTS Thirty five HCC patients treated with SIRT were included, of whom 23 % also received AtezoBev infusions. The two groups were similar in terms of liver function and HCC parameters. The median OS was not reached for patients who received AtezoBev in combination with SIRT and 14 months for patients only treated by SIRT. The median PFS was higher in the group treated by SIRT and AtezoBev vs SIRT alone (11.3 months vs 5.8 months). In the global cohort, 8 patients presented a downstaging (23 %), 4 underwent liver surgery (1 in the AtezoBev-SIRT group) and 4 liver transplantation (1 in the AtezoBev-SIRT group) CONCLUSIONS: The administration of AtezoBev, both before and after SIRT, is associated with enhanced OS and PFS outcomes compared to SIRT alone for unresectable HCC.
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Affiliation(s)
- Amel Mejait
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Charles Roux
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de radiologie interventionelle, Paris, France
| | - Marine Soret
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de médecine nucléaire, Paris, France
| | - Edouard Larrey
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Mathilde Wagner
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de radiologie diagnostique, Paris, France
| | - Jean Charles Bijot
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de radiologie interventionelle, Paris, France
| | - Charlotte Lussey-Lepoutre
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de médecine nucléaire, Paris, France
| | - Dominique Thabut
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France; Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), F-75012 Paris, France
| | - Claire Goumard
- Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), F-75012 Paris, France; AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de chirurgie digestive, Paris, France
| | - Philippe Maksud
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de médecine nucléaire, Paris, France
| | - Manon Allaire
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France; INSERM UMR 1138, Centre de recherche des Cordeliers, 75006 Paris, France; Genomic Instability, Metabolism, Immunity and Liver Tumorigenesis laboratory, Equipe Labellisée LIGUE 2023, Paris, France.
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Chang Y, Yu SJ, Kim HC, Lee YB, Cho EJ, Lee JH, Kim YJ, Chung JW, Yoon JH. Reappraisal of Portal Vein Tumor Thrombosis as a Prognostic Factor for Patients with Hepatocellular Carcinoma. Gut Liver 2024; 18:156-164. [PMID: 38013475 PMCID: PMC10791491 DOI: 10.5009/gnl230057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 05/17/2023] [Accepted: 06/15/2023] [Indexed: 11/29/2023] Open
Abstract
Background/Aims : This study aimed to assess whether hepatocellular carcinoma (HCC) patients with portal vein tumor thrombosis (PVTT) could have favorable prognoses with proper treatment under selective conditions. Methods : This retrospective, single-center study involved 1,168 patients diagnosed with HCC between January 2005 and December 2006, before the introduction of sorafenib. Overall survival (OS) was estimated using the Kaplan-Meier method, and the Cox proportional hazards model was used to identify and adjust the variables associated with OS. Results : In nodular-type HCC, the OS differed significantly according to the presence of PVTT (log-rank p<0.001), and the level of PVTT, not only its presence, was a major independent factor affecting OS. PVTT at the Vp1-3 branch was associated with significantly longer OS than was PVTT at the Vp4 level (hazard ratio [HR], 1.82; 95% confidence interval [CI], 1.04 to 3.21). In multivariate analysis, the OS was further stratified according to the PVTT level and tumor type, representing that nodular HCC without PVTT exhibited the best OS, whereas nodular HCC with Vp4 PVTT (adjusted HR, 2.59; 95% CI, 1.57 to 4.28) showed a poor prognosis similar to that of infiltrative HCC. The PVTT level was consistently correlated with OS in patients treated with transarterial chemoembolization. Nodular HCC without PVTT showed the best prognosis, while nodular HCC with Vp1-3 PVTT also exhibited a favorable OS, although inferior to that without PVTT (adjusted HR, 1.47, 95% CI, 0.92 to 2.36). Conclusions : Active treatment such as transarterial chemoembolization can be considered for selected PVTT cases. The level of PVTT and type of HCC were independent prognostic factors.
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Affiliation(s)
- Young Chang
- Institute for Digestive Research, Digestive Disease Center, Department of Internal Medicine, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Su Jong Yu
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Hyo-Cheol Kim
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Yun Bin Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Eun Ju Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong-Hoon Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Yoon Jun Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Jin Wook Chung
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jung-Hwan Yoon
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
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Kim SH, Kim JH, Kim GH, Kim JH, Ko HK, Chu HH, Shin JH, Gwon DI, Ko GY, Yoon HK, Aljerdah S, Kim N. Intermediate-stage (BCLC stage B) infiltrative hepatocellular carcinoma: safety and efficacy of chemoembolization. Eur Radiol 2023; 33:8736-8744. [PMID: 37466704 DOI: 10.1007/s00330-023-09961-x] [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: 01/10/2023] [Revised: 05/16/2023] [Accepted: 05/23/2023] [Indexed: 07/20/2023]
Abstract
OBJECTIVES To evaluate the safety and efficacy of chemoembolization in patients with intermediate-stage infiltrative Hepatocellular carcinoma (HCC). MATERIALS AND METHODS This retrospective study evaluated outcomes in treatment-naïve patients who received chemoembolization as first-line treatment for intermediate-stage infiltrative HCC between 2002 and 2022. Of the 2029 treatment-naïve patients who received chemoembolization as first-line treatment for intermediate-stage HCC, 244 (12%) were identified as having the infiltrative type. After excluding two patients lost to follow-up, 242 patients were evaluated. RESULTS Median post-chemoembolization overall survival (OS) was 16 months. Multivariable Cox analysis identified four factors predictive of OS: Child-Pugh class B (hazard ratio [HR], 1.84; p = 0.001), maximal tumor size ≥ 10 cm (HR, 1.67; p < 0.001), tumor number ≥ 4 (HR, 1.42; p = 0.037), and bilobar tumor involvement (HR, 1.64; p = 0.003). These four factors were used to create pretreatment prediction models, with risk scores of 0-1, 2-4, and 5-7 defined as low, intermediate, and high risk, respectively. Median OS times in these three groups were 34, 18, and 8 months, respectively (p < 0.001). The objective tumor response rate following chemoembolization was 53%. The major complication rate was 9% overall and was significantly higher in the high-risk group (22%) than in the low (2%) and intermediate (3%) risk groups (p < 0.001). CONCLUSION Chemoembolization is safe and effective in selected patients with intermediate-stage infiltrative HCC. Chemoembolization is not recommended in high-risk patients with intermediate-stage infiltrative HCC because of poor OS and high rates of major complications. CLINICAL RELEVANCE STATEMENT A pretreatment prediction model was developed using four risk factors associated with overall survival following chemoembolization for intermediate-stage infiltrative hepatocellular carcinoma. This model may provide valuable information for clinical decision-making. KEY POINTS • Four risk factors (Child-Pugh score B, maximal tumor size ≥ 10 cm, tumor number ≥ 4, and bilobar tumor involvement) were used to create pretreatment prediction models, with risk scores of 0-1, 2-4, and 5-7 defined as low, intermediate, and high risk, respectively. • Median overall survival (OS) times and major complication rate in these three groups were 34, 18, and 8 months, and 2%, 3%, and 22%, respectively (p < 0.001). Chemoembolization is not recommended in high-risk patients with intermediate-stage infiltrative Hepatocellular carcinoma (HCC) because of poor OS and high rates of major complications.
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Affiliation(s)
- Seong Ho Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea
| | - Jin Hyoung Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea.
| | - Gun Ha Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea
| | - Ji Hoon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea
| | - Heung-Kyu Ko
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea
| | - Hee Ho Chu
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea
| | - Ji Hoon Shin
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea
| | - Dong Il Gwon
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea
| | - Gi-Young Ko
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea
| | - Hyun-Ki Yoon
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea
| | - Shakir Aljerdah
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 138-736, Korea
| | - Nayoung Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Giudicelli H, Andraud M, Wagner M, Bourdais R, Goumard C, Scatton O, Thabut D, Simon J, Allaire M. Portal-hypertension features are associated with ascites occurrence and survival in patients with hepatocellular carcinoma treated by external radiotherapy. United European Gastroenterol J 2023; 11:985-997. [PMID: 38018771 PMCID: PMC10720686 DOI: 10.1002/ueg2.12488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 09/19/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND AND AIMS We studied the impact of Portal hypertension (PHT) on ascites occurrence and on radiotherapy outcome in cirrhotic patients with hepatocellular carcinoma (HCC). METHOD All cirrhotic patients that received radiotherapy for HCC between 2012 and 2022 were included. Portal hypertension-Score was built using univariate analysis with the presence of esophageal varices (EV), platelet count, history of acute variceal bleeding (AVB) and spleen size. Time-to-events data were estimated using Kaplan-Meier method with log-rank and Cox-models. RESULTS 60 patients were included (female 27%, age 67 years-old, Child-Pugh A 82%, alcoholic/non-alcoholic steatohepatitis/hepatitis C virus 55/40/32%). 38% and 15% presented history of ascites and AVB respectively, 25% had large EV, 53.5% presented PHT score ≥ 5. 92% were BCLC-0/A, median tumor size was 30 mm. At 6 months, ascites incidence was 19% and precluded access to further HCC treatment for all patients with HCC recurrence. All PHT parameters included in the score and PHT score ≥ 5 (hazard ratio (HR) = 14.07, p = 0.01) were associated with ascites occurrence. Transplantation free survival and recurrence free survival at 1 year were 56% and 47% respectively. Albi grade 3 (HR = 3.01; p = 0.04) was independently associated with Transplantation free survival. CONCLUSION Radiotherapy should be cautiously performed in patients with PHT score ≥ 5 because of ascites occurrence risk precluding access to further HCC treatments.
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Affiliation(s)
- Héloïse Giudicelli
- AP‐HP Sorbonne UniversitéHôpital Universitaire Pitié‐SalpêtrièreService d’Hépato‐gastroentérologieParisFrance
| | - Mickaël Andraud
- AP‐HP Sorbonne UniversitéHôpital Universitaire Pitié‐SalpêtrièreService de radiothérapieParisFrance
| | - Mathilde Wagner
- AP‐HP, Sorbonne UniversitéHôpital Universitaire Pitié‐SalpêtrièreService d’imagerieParisFrance
- Sorbonne UniversitéLaboratoire d’Imagerie biomédicaleUMR 7371 ‐ U1146ParisFrance
| | - Rémi Bourdais
- AP‐HP Sorbonne UniversitéHôpital Universitaire Pitié‐SalpêtrièreService de radiothérapieParisFrance
| | - Claire Goumard
- AP‐HP Sorbonne UniversitéHôpital Universitaire Pitié‐SalpêtrièreService de chirurgie digestiveParisFrance
- Sorbonne UniversitéINSERMCentre de recherche Saint‐Antoine (CRSA)Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Olivier Scatton
- AP‐HP Sorbonne UniversitéHôpital Universitaire Pitié‐SalpêtrièreService de chirurgie digestiveParisFrance
- Sorbonne UniversitéINSERMCentre de recherche Saint‐Antoine (CRSA)Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Dominique Thabut
- AP‐HP Sorbonne UniversitéHôpital Universitaire Pitié‐SalpêtrièreService d’Hépato‐gastroentérologieParisFrance
- Sorbonne UniversitéINSERMCentre de recherche Saint‐Antoine (CRSA)Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Jean‐Marc Simon
- AP‐HP Sorbonne UniversitéHôpital Universitaire Pitié‐SalpêtrièreService de radiothérapieParisFrance
| | - Manon Allaire
- AP‐HP Sorbonne UniversitéHôpital Universitaire Pitié‐SalpêtrièreService d’Hépato‐gastroentérologieParisFrance
- INSERM UMR 1138Centre de recherche des CordeliersParisFrance
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20
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Chaibi S, Larrey E, Couty JP, Sultanik P, Campani C, Blaise L, Wagner M, Desdouets C, Nault JC, Thabut D, Allaire M. Albumin infusion reduces ascite occurrence in Child-Pugh B patients treated by Atezolizumab-Bevacizumab for advanced HCC. Clin Res Hepatol Gastroenterol 2023; 47:102199. [PMID: 37666414 DOI: 10.1016/j.clinre.2023.102199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 08/22/2023] [Indexed: 09/06/2023]
Abstract
BACKGROUND Long-term albumin infusions have been associated with improved outcomes in decompensated cirrhotic patients. This study aimed to evaluate the impact of albumin infusion on the prognosis of Child-Pugh B patients undergoing treatment with AtezoBev for advanced hepatocellular carcinoma (HCC). METHODS We conducted a retrospective multicentric study that included all Child-Pugh B cirrhotic patients treated with AtezoBev since 2020. We examined the effects of albumin infusion (40 g every 3 weeks) on overall survival (OS) and the occurrence of cirrhosis-related complications. Time-to-event data were analyzed using Kaplan-Meier with the log-rank test and Cox models. RESULTS Forty-seven HCC patients with a Child-Pugh B score who received AtezoBev were included, of whom 26% also received albumin infusions every 3 weeks. The two groups were similar in terms of liver function and HCC parameters. The median OS was 4.4 and 5.8 months (p = 0.42) for patients who did or did not receive albumin, respectively. The occurrence of hepatic encephalopathy and variceal bleeding was similar between the two groups. However, albumin infusions were associated with a significantly lower rate of ascites expansion/development (13% versus 57%, p = 0.005). Cox analysis revealed that a history of ascites (HR=3.82 [95% CI: 1.73-8.48]) was independently associated with a higher risk of ascites expansion/development, whereas albumin infusions were protective (HR=0.07 [95% CI: 0.01-0.54]). CONCLUSIONS Albumin infusion did not improve overall survival in Child-Pugh B HCC patients treated with AtezoBev, but it significantly reduced the expansion/development of ascites.
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Affiliation(s)
- Sayma Chaibi
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Edouard Larrey
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Jean Pierre Couty
- INSERM UMR 1138, Centre de recherche des Cordeliers, 75006, Paris, France
| | - Philippe Sultanik
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Claudia Campani
- INSERM UMR 1138, Centre de recherche des Cordeliers, 75006, Paris, France; AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France
| | - Lorraine Blaise
- AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France
| | - Mathilde Wagner
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de radiologie diagnostique, Paris, France
| | - Chantal Desdouets
- INSERM UMR 1138, Centre de recherche des Cordeliers, 75006, Paris, France
| | - Jean Charles Nault
- INSERM UMR 1138, Centre de recherche des Cordeliers, 75006, Paris, France; AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France
| | - Dominique Thabut
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France; Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), F-75012, Paris, France
| | - Manon Allaire
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France; INSERM UMR 1138, Centre de recherche des Cordeliers, 75006, Paris, France.
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21
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Kadi D, Yamamoto MF, Lerner EC, Jiang H, Fowler KJ, Bashir MR. Imaging prognostication and tumor biology in hepatocellular carcinoma. JOURNAL OF LIVER CANCER 2023; 23:284-299. [PMID: 37710379 PMCID: PMC10565542 DOI: 10.17998/jlc.2023.08.29] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 08/26/2023] [Accepted: 08/29/2023] [Indexed: 09/16/2023]
Abstract
Hepatocellular carcinoma (HCC) is the most common primary liver malignancy, and represents a significant global health burden with rising incidence rates, despite a more thorough understanding of the etiology and biology of HCC, as well as advancements in diagnosis and treatment modalities. According to emerging evidence, imaging features related to tumor aggressiveness can offer relevant prognostic information, hence validation of imaging prognostic features may allow for better noninvasive outcomes prediction and inform the selection of tailored therapies, ultimately improving survival outcomes for patients with HCC.
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Affiliation(s)
- Diana Kadi
- Department of Radiology, Duke University Medical Center, Durham, NC, USA
| | - Marilyn F. Yamamoto
- Department of Radiology, Duke University School of Medicine, Durham, NC, USA
| | - Emily C. Lerner
- Department of Radiology, Duke University School of Medicine, Durham, NC, USA
| | - Hanyu Jiang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Kathryn J. Fowler
- Department of Radiology, University of California San Diego, San Diego, CA, USA
| | - Mustafa R. Bashir
- Department of Radiology, Duke University, Durham, NC, USA
- Division of Hepatology, Department of Medicine, Duke University, Durham, NC, USA
- Center for Advanced Magnetic Resonance Development, Duke University, Durham, NC, USA
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22
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Allaire M, Campion B, Demory A, Larrey E, Wagner M, Rudler M, Roux C, Blaise L, Carrie NG, Thabut D. Baveno VI and VII criteria are not suitable for screening for large varices or clinically significant portal hypertension in patients with hepatocellular carcinoma. Aliment Pharmacol Ther 2023; 58:346-356. [PMID: 37300315 DOI: 10.1111/apt.17599] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 05/11/2023] [Accepted: 05/20/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Baveno VI and VII criteria are used in patients with cirrhosis to rule out large size oesophageal varices (EV) and rule in/out clinically significant portal hypertension (CSPH). AIM To evaluate their diagnostic performance in these patients. METHODS We retrospectively included all patients with Child-Pugh A cirrhosis and HCC who had endoscopy, liver stiffness measurement (LSM) and platelet count within 6 months. They were classified according to the BCLC stage. Favourable Baveno VI criteria were defined by LSM < 20 kPa and platelets > 150 G/L (to rule out large EV), favourable Baveno VII criteria if LSM ≤ 15 kPa and platelets ≥ 150 G/L (to rule out CSPH, which was defined by a HVPG ≥ 10 mm Hg. RESULTS We included 185 patients; 46% were BCLC-0/A, 28% BCLC-B and 26% BCLC-C. EV were present in 44% (23% large), and HVPG ≥ 10 mm Hg in 42% (mean 8 mm Hg). In patients with favourable Baveno VI criteria, 8% of the whole cohort (Se 93%, NPV 92%), 11% of BCLC-0-A (Se 89%, NPV 89%) and 10.0% of BCLC-C patients (Se 91%, NPV 90%) had large EV. Among patients with HVPG < 10 mm Hg, 6% had large EV and 17% small. CSPH was present in 23% of patients with favourable Baveno VII criteria among the whole cohort, and in 25% of those with BCLC-0/A. The specificity of LSM ≥ 25 kPa to rule in CSPH was 48%. CONCLUSIONS Favourable Baveno VI criteria are not appropriate to rule out the presence of high-risk EV, or Baveno VII criteria to rule CSPH in/out in patients with HCC.
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Affiliation(s)
- Manon Allaire
- Service d'Hépato-Gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
- Centre de Recherche des Cordeliers, INSERM UMR 1138, Paris, France
| | - Bertille Campion
- Service d'Hépato-Gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Alix Demory
- Service d'Hépatologie, AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Bobigny, France
| | - Edouard Larrey
- Service d'Hépato-Gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Mathilde Wagner
- Service de Radiologie Diagnostique, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Marika Rudler
- Service d'Hépato-Gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Charles Roux
- Service de Radiologie Interventionnelle, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Lorraine Blaise
- Service d'Hépatologie, AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Bobigny, France
| | - Nathalie G Carrie
- Centre de Recherche des Cordeliers, INSERM UMR 1138, Paris, France
- Service d'Hépatologie, AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Bobigny, France
| | - Dominique Thabut
- Service d'Hépato-Gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
- Centre de Recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), Sorbonne Université, INSERM, Paris, France
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23
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Chen J, Lai L, Zhou C, Luo J, Wang H, Li M, Huang M. Safety, efficacy, and survival of drug-eluting beads-transarterial chemoembolization vs. conventional-transarterial chemoembolization in advanced HCC patients with main portal vein tumor thrombus. Cancer Imaging 2023; 23:70. [PMID: 37481660 PMCID: PMC10362718 DOI: 10.1186/s40644-023-00581-8] [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: 11/24/2022] [Accepted: 06/01/2023] [Indexed: 07/24/2023] Open
Abstract
OBJECTIVES To compare the efficacy, overall survival (OS) and safety of drug-eluting beads-TACE (DEB-TACE) and C-TACE as initial treatment in advanced hepatocellular carcinoma (HCC) patients with main portal vein tumor thrombus (mPVTT). METHODS The medical records of consecutive advanced HCC patients with mPVTT who underwent initial DEB-TACE or C-TACE from September 2015 to October 2021 were retrospectively evaluated. Treatment crossover was allowed in this retrospective research. The adverse events, disease control rate (DCR), time to tumor progression (TTP) and OS of patients who underwent DEB-TACE were compared with those of patients who underwent C-TACE. RESULTS Eighty-three patients were included: 42 patients in DEB-TACE group and 41 patients in C-TACE group. DEB-TACE could be safely performed in HCC patients with mPVTT, and they gained a better DCR than those submitted to the C-TACE (76.2% vs. 53.7%, P = 0.031), which might have resulted in longer TTP (median TTP: 9.0 months vs. 3.0 months, P < 0.001). Furthermore, DEB-TACE showed significant OS benefits compared with C-TACE (median OS: 12.0 months vs. 5.0 months, P < 0.001). DEB-TACE, absence of arterioportal shunts (APS), leisons with capsular non-infiltration were found to be independent prognostic factors for better OS. Furthermore, subgroup analysis proved that patients with good DCR gained longer OS in DEB-TACE group. CONCLUSIONS DEB-TACE could be safely performed and improve the DCR of HCC patients with mPVTT, which resulting in longer TTP and OS, compared with C-TACE.
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Affiliation(s)
- Junwei Chen
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Lisha Lai
- Department of Radiology, School of Medicine, Guangzhou First People's Hospital, South China University of Technology, Guangzhou, 510180, China
| | - Churen Zhou
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Junyang Luo
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Haofan Wang
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Mingan Li
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China.
| | - Mingsheng Huang
- Department of Interventional Radiology, the Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China.
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Tortora R, Farella N, Morisco F, Coppola C, Izzo F, Salomone Megna A, Federico A, Messina V, Nardone G, Piai G, Ragone E, Adinolfi LE, D’Adamo G, Stanzione M, Francica G, Torre P, De Girolamo V, Coppola N, Guarino M, Dallio M, Rocco L, Di Costanzo GG. Development of a risk score to predict portal vein tumor thrombosis in patients with hepatocellular carcinoma. Eur J Gastroenterol Hepatol 2023; 35:734-741. [PMID: 37115974 PMCID: PMC10234326 DOI: 10.1097/meg.0000000000002549] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 11/29/2022] [Indexed: 04/30/2023]
Abstract
BACKGROUND Portal vein tumor thrombosis (PVTT) is a common complication of hepatocellular carcinoma and is one of the most negative prognostic factors. The management of patients with PVTT is challenging. The aim of the study was to develop a score predictive of tumor thrombosis. METHODS Data from a large cohort of 2243 hepatocellular carcinoma patients (all stages) recorded in the Progetto Epatocarcinoma Campania (January 2013-April 2021) database were analyzed. To construct the score, univariate generalized estimated equation models, the bootstrap approach for internal validation, and a regression coefficient-based scoring system were used. RESULTS PVTT (any location) was found in 14.4% of cases and was related to shorter survival. Males, younger patients, and symptomatic cases were more prevalent among the PVTT group. At multivariate analysis, size ≥5 cm, massive or infiltrative hepatocellular carcinoma growth, and alpha-fetoprotein ≥400 ng/mL were significantly associated with PVTT. A risk prediction score of PVTT based on eight variables was developed. Using a continuous score, the risk was associated with an odds ratio (OR) of 1.30 (1.27-1.34; P < 0.001). Considering a dichotomous score >8 versus a score ≤8 the OR for PVTT was 11.33 (8.55-15.00; P < 0.001). CONCLUSION The risk score for PVTT might be useful for clinicians to optimize hepatocellular carcinoma management by picking out patients with more aggressive cancers and higher mortality rates. Prospective validation of the score is needed before its application in daily clinical practice.
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Affiliation(s)
| | - Nunzia Farella
- UOC Malattie infettive ad indirizzo Ecointerventistico, A.O.R.N dei Colli P.O. D. Cotugno
| | - Filomena Morisco
- Dipartimento di Medicina Clinica e Chirurgia, Università Federico II di Napoli, Napoli
| | - Carmine Coppola
- UO di Epatologia ed Ecografia Interventistica, OO.RR. Area Stabiese, Gragnano (NA)
| | - Francesco Izzo
- UOC Chirurgia Oncologica Addominale ad indirizzo Epatobiliare, Istituto Nazionale per lo studio e la cura dei Tumori, IRCCS Fondazione Pascale, Napoli
| | | | | | - Vincenzo Messina
- UOC Malattie Infettive, -AORN Sant’Anna e San Sebastiano, Caserta
| | - Gerardo Nardone
- UOC Gastroenterologia ed Epatologia, Dipartimento di Medicina Clinica e Chirurgia, Università Federico II, Napoli
| | - Guido Piai
- UOSD Fisiopatologia Epatica con Servizio di Assistenza ai Trapiantati e Trapiantandi Epatici, Dipartimento di Scienze Mediche, AORN Sant’Anna e San Sebastiano, Caserta
| | - Enrico Ragone
- UOC Medicina Infettivologica e dei trapianti UOS Ecointerventistica, Clinica AORN Dei Colli - Ospedale Monaldi
| | - Luigi Elio Adinolfi
- Dipartimento di Scienze Mediche e Chirugiche Avanzate; Università della Campania Luigi Vanvitelli, Napoli
| | | | - Maria Stanzione
- UOC Malattie Infettive, Universita’ della Campania Luigi Vanvitelli, Napoli
| | - Giampiero Francica
- Unita di Ecografia Interventistica, PO Pineta Grande, Castelvolturno (CE)
| | - Pietro Torre
- Divisione di Medicina Interna ed Epatologia, Dipartimento di Medicina, Università di Salerno, Salerno
| | | | - Nicola Coppola
- UOC Malattie tropicali, Universita’ della Campania Luigi Vanvitelli, Napoli, Italy
| | - Maria Guarino
- Dipartimento di Medicina Clinica e Chirurgia, Università Federico II di Napoli, Napoli
| | - Marcello Dallio
- Dipartimento di Epatogastroenterologia - Università L Vanvitelli, Napoli
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25
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Low HM, Lee JM, Tan CH. Prognosis Prediction of Hepatocellular Carcinoma Based on Magnetic Resonance Imaging Features. Korean J Radiol 2023; 24:660-667. [PMID: 37404108 DOI: 10.3348/kjr.2023.0168] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Revised: 04/02/2023] [Accepted: 04/17/2023] [Indexed: 07/06/2023] Open
Affiliation(s)
- Hsien Min Low
- Department of Diagnostic Radiology, Tan Tock Seng Hospital, Singapore
| | - Jeong Min Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Cher Heng Tan
- Department of Diagnostic Radiology, Tan Tock Seng Hospital, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore.
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26
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Lei P, Hu N, Wu Y, Tang M, Lin C, Kong L, Zhang L, Luo P, Chan LW. Radiobioinformatics: A novel bridge between basic research and clinical practice for clinical decision support in diffuse liver diseases. IRADIOLOGY 2023; 1:167-189. [DOI: 10.1002/ird3.24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 05/18/2023] [Indexed: 01/04/2025]
Abstract
AbstractThe liver is a multifaceted organ that is responsible for many critical functions encompassing amino acid, carbohydrate, and lipid metabolism, all of which make a healthy liver essential for the human body. Contemporary imaging methodologies have remarkable diagnostic accuracy in discerning focal liver lesions; however, a comprehensive understanding of diffuse liver diseases is a requisite for radiologists to accurately diagnose or predict the progression of such lesions within clinical contexts. Nonetheless, the conventional attributes of radiological features, including morphology, size, margin, density, signal intensity, and echoes, limit their clinical utility. Radiomics is a widely used approach that is characterized by the extraction of copious image features from radiographic depictions, which gives it considerable potential in addressing this limitation. It is worth noting that functional or molecular alterations occur significantly prior to the morphological shifts discernible by imaging modalities. Consequently, the explication of potential mechanisms by multiomics analyses (encompassing genomics, epigenomics, transcriptomics, proteomics, and metabolomics) is essential for investigating putative signal pathway regulations from a radiological viewpoint. In this review, we elaborate on the principal pathological categorizations of diffuse liver diseases, the evaluation of multiomics approaches pertaining to diffuse liver diseases, and the prospective value of predictive models. Accordingly, the overarching objective of this review is to scrutinize the interrelations between radiological features and bioinformatics as well as to consider the development of prediction models predicated on radiobioinformatics as integral components of clinical decision support systems for diffuse liver diseases.
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Affiliation(s)
- Pinggui Lei
- Department of Health Technology and Informatics The Hong Kong Polytechnic University Kowloon Hong Kong SAR China
- Department of Radiology The Affiliated Hospital of Guizhou Medical University Guiyang Guizhou China
- School of Public Health Guizhou Medical University Guiyang Guizhou China
| | - Na Hu
- Department of Radiology The Affiliated Hospital of Guizhou Medical University Guiyang Guizhou China
| | - Yuhui Wu
- Department of Radiology The Affiliated Hospital of Guizhou Medical University Guiyang Guizhou China
| | - Maowen Tang
- Department of Radiology The Affiliated Hospital of Guizhou Medical University Guiyang Guizhou China
| | - Chong Lin
- Department of Radiology The Affiliated Hospital of Guizhou Medical University Guiyang Guizhou China
| | - Luoyi Kong
- Department of Health Technology and Informatics The Hong Kong Polytechnic University Kowloon Hong Kong SAR China
| | - Lingfeng Zhang
- Department of Health Technology and Informatics The Hong Kong Polytechnic University Kowloon Hong Kong SAR China
| | - Peng Luo
- School of Public Health Guizhou Medical University Guiyang Guizhou China
| | - Lawrence Wing‐Chi Chan
- Department of Health Technology and Informatics The Hong Kong Polytechnic University Kowloon Hong Kong SAR China
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27
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Yao X, Liu W, Ou X. 68 Ga-FAPI PET/MRI and 18 F-FDG PET/CT in a Case With Extensive Portal Vein Tumor Thrombus. Clin Nucl Med 2023; 48:373-375. [PMID: 36716458 DOI: 10.1097/rlu.0000000000004579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
ABSTRACT 18 F-FDG PET/CT has been reported to be useful in differentiating tumor thrombus and bland thrombus. There are few reports on 68 Ga-FAPI PET imaging features of tumor thrombus. Herein, we report a 46-year-old man with extensive tumor thrombus in the portal vein due to hepatic malignancy on 18 F-FDG PET/CT and 68 Ga-FAPI PET/MRI.
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Affiliation(s)
- Xilan Yao
- From the Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, Sichuan, China
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28
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Yu SJ, Lee YB, Cho EJ, Lee JH, Kim HC, Chung JW, Yoon JH, Kim YJ. Use of doxorubicin-eluting bead transarterial chemoembolization for unresectable hepatocellular carcinoma with portal vein invasion: a prospective study. JOURNAL OF LIVER CANCER 2023; 23:166-176. [PMID: 37384028 PMCID: PMC10202235 DOI: 10.17998/jlc.2023.02.08] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/02/2023] [Accepted: 02/08/2023] [Indexed: 06/30/2023]
Abstract
Background/Aim To evaluate the applicability of transarterial chemoembolization (TACE) treatment with doxorubicin drug-eluting beads (DEBs) in advanced hepatocellular carcinoma (HCC) patients with portal vein invasion (PVI). Methods This prospective study was approved by the institutional review board and informed consent was obtained from all participants. A total of 30 HCC patients with PVI received DEB-TACE between 2015 and 2018. The following parameters were evaluated: complications during DEB-TACE, abdominal pain, fever, and laboratory outcomes, including liver function change. Overall survival (OS), time to progression (TTP), and adverse events were also analyzed and assessed. Results DEBs measuring 100-300 μm in diameter were loaded with doxorubicin (150 mg per procedure). There were no complications during DEB-TACE and no significant differences in the levels of prothrombin time, serum albumin, or total bilirubin at follow-up compared to baseline. The median TTP was 102 days (95% confidence interval [CI], 42-207 days) and the median OS was 216 days (95% CI, 160-336 days). Three patients (10%) had severe adverse reactions, including transient acute cholangitis (n=1), cerebellar infarction (n=1), and pulmonary embolism (n=1), but no treatment-related death occurred. Conclusions DEB-TACE may be a therapeutic option for advanced HCC patients with PVI.
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Affiliation(s)
- Su Jong Yu
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Yun Bin Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Eun Ju Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong-Hoon Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Hyo-Cheol Kim
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Jin Wook Chung
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Jung-Hwan Yoon
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Yoon Jun Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
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29
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Madani SP, Mirza-Aghazadeh-Attari M, Mohseni A, Pawlik T, Kamel IR. Diffuse infiltrative hepatocellular carcinoma: Multimodality imaging manifestations. J Surg Oncol 2023; 127:385-393. [PMID: 36374195 DOI: 10.1002/jso.27138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 10/23/2022] [Indexed: 11/16/2022]
Abstract
Hepatocellular carcinoma (HCC) is the most prevalent primary liver cancer, being the third most common cause of cancer-related death globally. HCC most frequently develops in the context of hepatic cirrhosis. HCC can manifest as various morphologic subtypes. Each pattern exhibits distinct behaviors in terms of imaging features, disease progression, response to therapy, and prognosis. While the nodular pattern is the most frequent subtype, infiltrative HCC is the least prevalent and makes up about 8%-20% of all HCC cases. Infiltrative HCC manifests as small tumor nodules that often spread across the entire liver or across a hepatic segment/lobe and is not identified as a focal tumor. On ultrasonography, infiltrative HCC presents as a markedly heterogeneous area with ill-defined echotexture, making it difficult to distinguish from background hepatic cirrhosis. On magnetic resonance imaging (MRI), infiltrating HCC typically manifests as a mild, poorly defined hepatic region with heterogeneous or homogenous aberrant signal intensity. Specifically, on T1-weighted MRI scans, infiltrating HCC frequently appears as largely hypointense and typically homogenous and mildly to moderately hyperintense on T2-weighted imaging. Infiltrative HCC frequently lacks a clearly defined boundary on cross-sectional imaging and can consequently fade into the background of the cirrhotic liver. As a result, infiltrating HCC is frequently not discovered until an advanced stage and has an associated poor prognosis. Thus, understanding imaging features associated with infiltrative HCC diagnosis is crucial for abdominal radiologists to ensure effective and timely care. We herein review imaging characteristics of infiltrative HCC.
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Affiliation(s)
- Seyedeh Panid Madani
- Russell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins Hospital, Johns Hopkins University, Baltimore, Maryland, USA
| | - Mohammad Mirza-Aghazadeh-Attari
- Russell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins Hospital, Johns Hopkins University, Baltimore, Maryland, USA
| | - Alireza Mohseni
- Russell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins Hospital, Johns Hopkins University, Baltimore, Maryland, USA
| | - Timothy Pawlik
- Department of Surgery, Wexner Medical Center, The James Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio, USA
| | - Ihab R Kamel
- Russell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins Hospital, Johns Hopkins University, Baltimore, Maryland, USA
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30
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2022 KLCA-NCC Korea practice guidelines for the management of hepatocellular carcinoma. JOURNAL OF LIVER CANCER 2023; 23:1-120. [PMID: 37384024 PMCID: PMC10202234 DOI: 10.17998/jlc.2022.11.07] [Citation(s) in RCA: 68] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Accepted: 11/07/2022] [Indexed: 06/30/2023]
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and the fourth most common cancer among men in South Korea, where the prevalence of chronic hepatitis B infection is high in middle and old age. The current practice guidelines will provide useful and sensible advice for the clinical management of patients with HCC. A total of 49 experts in the fields of hepatology, oncology, surgery, radiology, and radiation oncology from the Korean Liver Cancer Association-National Cancer Center Korea Practice Guideline Revision Committee revised the 2018 Korean guidelines and developed new recommendations that integrate the most up-to-date research findings and expert opinions. These guidelines provide useful information and direction for all clinicians, trainees, and researchers in the diagnosis and treatment of HCC.
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Affiliation(s)
- Korean Liver Cancer Association (KLCA) and National Cancer Center (NCC) Korea
- Corresponding author: KLCA-NCC Korea Practice Guideline Revision Committee (KPGRC) (Committee Chair: Joong-Won Park) Center for Liver and Pancreatobiliary Cancer, Division of Gastroenterology, Department of Internal Medicine, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang 10408, Korea Tel. +82-31-920-1605, Fax: +82-31-920-1520, E-mail:
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31
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Kierans AS, Chernyak V, Mendiratta-Lala M, Sirlin CB, Hecht EM, Fowler KJ. The Organ Procurement and Transplantation Network hepatocellular carcinoma classification: Alignment with Liver Imaging Reporting and Data System, current gaps, and future direction. Liver Transpl 2023; 29:206-216. [PMID: 37160075 DOI: 10.1002/lt.26570] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 08/08/2022] [Accepted: 08/24/2022] [Indexed: 01/25/2023]
Abstract
The Organ Procurement and Transplantation Network (OPTN) updated its allocation policy for liver transplantation to align with the Liver Imaging Reporting and Data System (LI-RADS) for the diagnosis of hepatocellular carcinoma (HCC). LI-RADS computed tomography/magnetic resonance imaging algorithm had achieved congruency with the American Association for the Study of Liver Diseases (AASLD) HCC Practice Guidance in 2018, and therefore, alignment of OPTN, LI-RADS, and AASLD unifies HCC diagnostic approaches. The two changes to the OPTN HCC classification are adoption of LI-RADS terminology or lexicon for HCC major imaging features as well as the modification of OPTN Class-5A through the adoption of LI-RADS-5 criteria. However, despite this significant milestone, the OPTN allocation policy may benefit from further refinements such as adoption of treatment response assessment criteria after locoregional therapy and categorization criteria for lesions with atypical imaging appearances that are not specific for HCC. In this review, we detail the changes to the OPTN HCC classification to achieve alignment with LI-RADS, discuss current limitations of the OPTN classification, and explore future directions.
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Affiliation(s)
- Andrea S Kierans
- Department of Radiology , Weill Cornell Medical College , New York , New York , USA
| | - Victoria Chernyak
- Department of Radiology , Memorial Sloan Kettering Cancer Center , New York , New York , USA
| | | | - Claude B Sirlin
- Department of Radiology , University of California San Diego , La Jolla , California , USA
| | - Elizabeth M Hecht
- Department of Radiology , Weill Cornell Medical College , New York , New York , USA
| | - Kathryn J Fowler
- Department of Radiology , University of California San Diego , La Jolla , California , USA
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32
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Oh S, Jo S, Kim HS, Mai VH, Endaya B, Neuzil J, Jung KH, Hong SS, Kim JM, Park S. Chemical Biopsy for GNMT as Noninvasive and Tumorigenesis-Relevant Diagnosis of Liver Cancer. Anal Chem 2023; 95:1184-1192. [PMID: 36602057 DOI: 10.1021/acs.analchem.2c03944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Early diagnosis of hepatocellular carcinoma (HCC) is difficult; the lack of convenient biomarker-based diagnostic modalities renders high-risk HCC patients burdened by life-long periodical examinations. Here, a new chemical biopsy approach was developed for noninvasive diagnosis of HCC using urine samples. Bioinformatic screening for tumor suppressors yielded glycine N-methyltransferase (GNMT) as a biomarker with clinical relevance to HCC tumorigenesis. A liquid chromatography-mass spectrometry (LC-MS)-based chemical biopsy detecting nonradioactive 13C-sarcosine from 13C-glycine was designed to noninvasively assess liver GNMT activity extrahepatically. 13C-Sarcosine showed a strong correlation with GNMT in normal and cancerous liver cells. In an autochthonous animal model developing visible cancer nodules at 17 weeks, the urinary 13C-sarcosine chemical biopsy exhibited notable changes as early as 8 weeks, showing significant correlations with liver GNMT and molecular pathological changes. Our chemical biopsy approach should facilitate early and noninvasive diagnosis of HCC, with direct relevance to tumorigenesis, which can be straightforwardly applied to other diseases.
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Affiliation(s)
- Sehyun Oh
- College of Pharmacy, Natural Products Research Institute, Seoul National University, Seoul 08826, Korea
| | - Sihyang Jo
- College of Pharmacy, Natural Products Research Institute, Seoul National University, Seoul 08826, Korea
| | - Han Sun Kim
- College of Pharmacy, Natural Products Research Institute, Seoul National University, Seoul 08826, Korea
| | - Van-Hieu Mai
- College of Pharmacy, Natural Products Research Institute, Seoul National University, Seoul 08826, Korea
| | - Berwini Endaya
- School of Pharmacy and Medical Science, Griffith University, Southport 4222, Qld, Australia
| | - Jiri Neuzil
- School of Pharmacy and Medical Science, Griffith University, Southport 4222, Qld, Australia.,Institute of Biotechnology, Czech Academy of Sciences, Prague-West 252 50, Czech Republic.,Faculty of Science, Charles University, Prague 128 00, Czech Republic
| | - Kyung Hee Jung
- Department of Biomedical Sciences, College of Medicine, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon 22332, Korea
| | - Soon-Sun Hong
- Department of Biomedical Sciences, College of Medicine, Inha University, 3-ga, Sinheung-dong, Jung-gu, Incheon 22332, Korea
| | - Jin-Mo Kim
- College of Pharmacy, Natural Products Research Institute, Seoul National University, Seoul 08826, Korea
| | - Sunghyouk Park
- College of Pharmacy, Natural Products Research Institute, Seoul National University, Seoul 08826, Korea
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33
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Ahn B, Kim JY, Hong SM. Combined Infiltrative Macroscopic Growth Pattern and Infiltrative Microscopic Tumor Border Status Is a Novel Surrogate Marker of Poor Prognosis in Patients With Pancreatic Neuroendocrine Tumor. Arch Pathol Lab Med 2023; 147:100-116. [PMID: 35533360 DOI: 10.5858/arpa.2021-0475-oa] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/30/2021] [Indexed: 12/31/2022]
Abstract
CONTEXT.— Pancreatic neuroendocrine tumors (PanNETs) are heterogeneous tumors with a wide range of malignant potential. Therefore, identification of prognostic factors is essential. OBJECTIVE.— To systematically assess the significance of tumor border, a well-known prognostic indicator in other cancers, in PanNETs. DESIGN.— We evaluated the macroscopic growth pattern (expansile [Exp] versus infiltrative [Inf]) and the microscopic tumor border (pushing [Pus] versus Inf) of 203 surgically resected PanNETs and compared them with other clinicopathologic factors. RESULTS.— Based on macroscopic growth pattern, 83 cases had Exp patterns whereas 84 had Inf patterns. According to microscopic tumor border, 122 PanNETs had Pus borders whereas 81 had Inf borders. Combining macroscopic growth pattern and microscopic tumor border, 65 PanNETs had Exp/Pus, 34 had Inf/Pus, 18 had Exp/Inf, and 50 had Inf/Inf status. PanNETs with Inf/Inf status were associated with higher tumor grade, pT classification, and American Joint Committee on Cancer stage grouping; lymph node metastasis; and lymphovascular and perineural invasions (all P < .001). Patients with PanNET having Inf/Inf status had significantly shorter overall survival (OS) and recurrence-free survival (RFS; all P < .001). Further, using multivariate analysis, Inf/Inf status was identified as an independent poor prognostic factor of OS (P = .02) and RFS (P = .03). CONCLUSIONS.— In summary, combined Inf/Inf status was observed in approximately 25% of PanNETs and was associated with aggressive biological behavior and short OS and RFS. Therefore, assessing combined macroscopic growth pattern and microscopic tumor border can provide additional information regarding survival and recurrence in PanNET patients.
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Affiliation(s)
- Bokyung Ahn
- From the Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea (Ahn, Hong)
| | - Joo Young Kim
- The Department of Pathology, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea (Kim)
| | - Seung-Mo Hong
- From the Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea (Ahn, Hong)
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34
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Larrey E, Campion B, Evain M, Sultanik P, Blaise L, Giudicelli H, Wagner M, Cluzel P, Rudler M, Ganne-Carrié N, Thabut D, Allaire M. A history of variceal bleeding is associated with further bleeding under atezolizumab-bevacizumab in patients with HCC. Liver Int 2022; 42:2843-2854. [PMID: 36254617 DOI: 10.1111/liv.15458] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 09/22/2022] [Accepted: 10/13/2022] [Indexed: 12/18/2022]
Abstract
BACKGROUND Atezolizumab-bevacizumab is the new standard for advanced hepatocellular carcinoma (HCC) but its impact on portal hypertension (PHT) is unknown. We aimed to identify predictive factors of acute variceal bleeding (AVB) and to monitor PHT parameters under treatment. METHODS We conducted a prospective study including all cirrhotic patients treated with atezolizumab-bevacizumab since 2020. We performed monitoring of PHT using upper endoscopy at inclusion and at 6 months and hepatic venous pressure gradient (HVPG) at inclusion, 3 and 6 months after the beginning of treatment. We also included a retrospective series of patients treated with sorafenib. Time-to-events data were estimated by Kaplan-Meier with the log-rank test, along with Cox models. RESULTS Forty-three patients treated with atezolizumab-bevacizumab were included (male 79.1%, Child-Pugh A 86%). At baseline, 48.8% were treated with curative anticoagulation, 16.3% already experienced AVB and 25.6% had large oesophageal varices (EV). Sorafenib group characteristics were similar. Vascular invasion was present in 60.5% and median was HVPG 8.5 mm Hg. No significant modification in HVPG and EV size was observed at 6 months in the whole cohort but also when considering vascular invasion and radiological response. 14% presented AVB within a median time of occurrence of 3 months, without bleeding-related death. In multivariate analysis, history of AVB (HR = 10.58, p = .03) was associated with AVB. AVB incidence was higher in atezolizumab-bevacizumab compared to sorafenib group (21% vs. 5% at 1 year, p = .02). CONCLUSIONS Atezolizumab-bevacizumab treatment was associated with a higher risk of AVB compared to sorafenib. A history of AVB was associated with AVB during follow-up, which questions the use of bevacizumab in this setting.
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Affiliation(s)
- Edouard Larrey
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Bertille Campion
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Manon Evain
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Philippe Sultanik
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Lorraine Blaise
- AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France
| | - Héloïse Giudicelli
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France
| | - Mathilde Wagner
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de radiologie diagnostique, Paris, France
| | - Philippe Cluzel
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service de radiologie interventionnelle, Paris, France
| | - Marika Rudler
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France.,Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), Paris, France
| | - Nathalie Ganne-Carrié
- AP-HP Sorbonne Paris Nord, Hôpitaux Universitaire Paris Seine Saint-Denis, Service d'Hépatologie, Bobigny, France.,INSERM UMR 1138, Centre de recherche des Cordeliers, Paris, France
| | - Dominique Thabut
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France.,Sorbonne Université, INSERM, Centre de recherche Saint-Antoine (CRSA), Institute of Cardiometabolism and Nutrition (ICAN), Paris, France
| | - Manon Allaire
- AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Service d'Hépato-gastroentérologie, Paris, France.,INSERM UMR 1138, Centre de recherche des Cordeliers, Paris, France
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35
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2022 KLCA-NCC Korea Practice Guidelines for the Management of Hepatocellular Carcinoma. Korean J Radiol 2022; 23:1126-1240. [PMID: 36447411 PMCID: PMC9747269 DOI: 10.3348/kjr.2022.0822] [Citation(s) in RCA: 80] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 10/28/2022] [Indexed: 11/18/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and the fourth most common cancer among men in South Korea, where the prevalence of chronic hepatitis B infection is high in middle and old age. The current practice guidelines will provide useful and sensible advice for the clinical management of patients with HCC. A total of 49 experts in the fields of hepatology, oncology, surgery, radiology, and radiation oncology from the Korean Liver Cancer Association-National Cancer Center Korea Practice Guideline Revision Committee revised the 2018 Korean guidelines and developed new recommendations that integrate the most up-to-date research findings and expert opinions. These guidelines provide useful information and direction for all clinicians, trainees, and researchers in the diagnosis and treatment of HCC.
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36
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Savic LJ, Chen E, Nezami N, Murali N, Hamm CA, Wang C, Lin M, Schlachter T, Hong K, Georgiades C, Chapiro J, Laage Gaupp FM. Conventional vs. Drug-Eluting Beads Transarterial Chemoembolization for Unresectable Hepatocellular Carcinoma-A Propensity Score Weighted Comparison of Efficacy and Safety. Cancers (Basel) 2022; 14:cancers14235847. [PMID: 36497329 PMCID: PMC9738175 DOI: 10.3390/cancers14235847] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/19/2022] [Accepted: 11/24/2022] [Indexed: 11/29/2022] Open
Abstract
This study compared the efficacy and safety of conventional transarterial chemoembolization (cTACE) with drug-eluting beads (DEB)-TACE in patients with unresectable hepatocellular carcinoma (HCC). This retrospective analysis included 370 patients with HCC treated with cTACE (n = 248) or DEB-TACE (n = 122) (January 2000-July 2014). Overall survival (OS) was assessed using uni- and multivariate Cox proportional hazards models and Kaplan-Meier analysis. Additionally, baseline imaging was assessed, and clinical and laboratory toxicities were recorded. Propensity score weighting via a generalized boosted model was applied to account for group heterogeneity. There was no significant difference in OS between cTACE (20 months) and DEB-TACE patients (24.3 months, ratio 1.271, 95% confidence interval 0.876-1.69; p = 0.392). However, in patients with infiltrative disease, cTACE achieved longer OS (25.1 months) compared to DEB-TACE (9.2 months, ratio 0.366, 0.191-0.702; p = 0.003), whereas DEB-TACE proved more effective in nodular disease (39.4 months) than cTACE (18 months, ratio 0.458, 0.308-0681; p = 0.007). Adverse events occurred with similar frequency, except for abdominal pain, which was observed more frequently after DEB-TACE (101/116; 87.1%) than cTACE (119/157; 75.8%; p = 0.02). In conclusion, these findings suggest that tumor morphology and distribution should be used as parameters to inform decisions on the selection of embolic materials for TACE for a more personalized treatment planning in patients with unresectable HCC.
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Affiliation(s)
- Lynn Jeanette Savic
- Section of Vascular and Interventional Radiology, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA
- Department of Radiology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany
- Berlin Institute of Health at Charité—Universitätsmedizin Berlin, 10178 Berlin, Germany
- Correspondence: ; Tel.: +49-30450657093
| | - Evan Chen
- Section of Vascular and Interventional Radiology, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA
| | - Nariman Nezami
- Section of Vascular and Interventional Radiology, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA
- Division of Vascular and Interventional Radiology, Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA
- Experimental Therapeutics Program, University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD 21201, USA
| | - Nikitha Murali
- Section of Vascular and Interventional Radiology, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA
| | - Charlie Alexander Hamm
- Section of Vascular and Interventional Radiology, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA
- Department of Radiology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany
- Berlin Institute of Health at Charité—Universitätsmedizin Berlin, 10178 Berlin, Germany
| | - Clinton Wang
- Section of Vascular and Interventional Radiology, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA
| | - MingDe Lin
- Section of Vascular and Interventional Radiology, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA
| | - Todd Schlachter
- Section of Vascular and Interventional Radiology, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA
| | - Kelvin Hong
- Division of Vascular and Interventional Radiology, Russel H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21218, USA
| | - Christos Georgiades
- Division of Vascular and Interventional Radiology, Russel H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21218, USA
| | - Julius Chapiro
- Section of Vascular and Interventional Radiology, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA
| | - Fabian M. Laage Gaupp
- Section of Vascular and Interventional Radiology, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA
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Darwish MB, Logarajah S, McLaren PJ, Benzie AL, Schmidt J, Saad AJ, Salicru M, Jackson T, Vedantam S, Carenza J, Sanders C, Nagatomo K, Cho E, Osman H, Jeyarajah DR. "Infiltrative" Versus "Mass-Forming" Pancreatic Cancer: A New Radiological Classification System for Pancreatic Head Ductal Carcinoma and Its Pathological Correlation. J Pancreat Cancer 2022; 8:9-14. [PMID: 36583028 PMCID: PMC9786088 DOI: 10.1089/pancan.2022.0003] [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] [Accepted: 08/15/2022] [Indexed: 12/31/2022] Open
Abstract
Purpose Resectability in localized pancreatic ductal adenocarcinoma (PDAC) is deemed through radiological criteria. Despite initial evaluation classifying tumors as "resectable," they often have ill-defined borders that can result in more extensive cancer than predicted on final pathology analysis. We attempt to categorize these tumors radiologically and define them as "infiltrative" and contrast them to more well-defined or "mass-forming" tumors and assess their correlation with surgical oncological outcomes. We hypothesize that mass-forming lesions will result in fewer positive resection margins. Methods Patients diagnosed with PDAC of the head of the pancreas and who underwent subsequent curative intent resection between 2016 and 2018 were included. A retrospective chart review of patients was conducted and computed tomography images at the time of diagnosis were reviewed by two radiologists and scored as "mass forming" or "infiltrative" using a newly developed classification system. These classifications were then correlated with margin status. Results Sixty-eight consecutive pancreatoduodenectomies performed for PDAC from 2016 to 2018 were identified. After screening, 54 patients were eligible for inclusion. Radiologically defined mass-forming lesions had a trend toward a lower rate of positive resection margins (35.7% vs. 50.0%; p = 0.18), specifically the bile duct margin and pancreas margin as well as an overall larger size (4.03 cm vs. 3.25 cm, p = 0.02) compared with infiltrative lesions. Conclusion We propose a new radiological definition of PDAC into "mass forming" and "infiltrative," a nomenclature that resonates with other tumor sites. Infiltrative lesions trended toward a higher rate of positive resection margins. This classification may help tailor therapy for infiltrative tumors toward a neoadjuvant approach even if they appear resectable.
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Affiliation(s)
- Muhammad B. Darwish
- Department of Surgery, Methodist Richardson Medical Center, Richardson, Texas, USA
| | - Shankar Logarajah
- Department of Surgery, Methodist Richardson Medical Center, Richardson, Texas, USA
| | - Patrick J. McLaren
- Department of Surgery, Methodist Richardson Medical Center, Richardson, Texas, USA
| | - Annie L. Benzie
- Department of Surgery, Methodist Richardson Medical Center, Richardson, Texas, USA
| | - Jason Schmidt
- Department of Pathology, Methodist Health System, Dallas, Texas, USA
| | - Assad J. Saad
- Department of Pathology, Methodist Health System, Dallas, Texas, USA
| | - Mauricio Salicru
- Department of Pathology, Methodist Health System, Dallas, Texas, USA
| | - Terence Jackson
- Department of Surgery, Akron General Hospital, Akron, Ohio, USA
| | - Shyam Vedantam
- Department of Internal Medicine, Jackson Memorial Hospital, Miami, Florida, USA
| | | | | | - Kei Nagatomo
- Department of Surgery, Morehouse General Hospital, Bastrop, Louisiana, USA
| | - Edward Cho
- Department of Surgery, The University of Oklahoma at Tulsa, Tulsa, Oklahoma, USA
| | - Houssam Osman
- Department of Surgery, Methodist Richardson Medical Center, Richardson, Texas, USA.,Department of Surgery, TCU/UNTHSC School of Medicine, Fort Worth, Texas, USA
| | - Dhiresh Rohan Jeyarajah
- Department of Surgery, Methodist Richardson Medical Center, Richardson, Texas, USA.,Department of Surgery, TCU/UNTHSC School of Medicine, Fort Worth, Texas, USA.,Address correspondence to: Dhiresh Rohan Jeyarajah, MD, DABS, Department of Surgery, Methodist Richardson Medical Center, 2805 East President George Bush Highway, Richardson, TX 75082, USA,
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Wong TLM, Wong TL, Zhou L, Man K, Purcell J, Lee TK, Yun JP, Ma S. Protein Tyrosine Kinase 7 (PTK7) Promotes Metastasis in Hepatocellular Carcinoma via SOX9 Regulation and TGF-β Signaling. Cell Mol Gastroenterol Hepatol 2022; 15:13-37. [PMID: 36202326 PMCID: PMC9672488 DOI: 10.1016/j.jcmgh.2022.09.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 09/27/2022] [Accepted: 09/28/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND & AIMS Metastasis is found in most advanced hepatocellular carcinoma (HCC) patients, and it drives tumor recurrence and systemic failure. There is no effective treatment owing to its complex biological features. Many of the molecular drivers of metastasis are crucial players in normal physiology but behave unconventionally during cancer progression. Targeting these molecular drivers for therapy and differentiating them from a physiological background require a detailed examination of the novel mechanisms involved in their activation during metastasis. METHODS Publicly available transcriptomic data such as that of TCGA-LIHC and Gene Expression Omnibus were utilized to identify novel targets upregulated in advanced and metastatic HCC. Validation of candidates was assisted by immunohistochemistry performed on tissue microarrays derived from more than 100 HCC patients. Expression of protein tyrosine kinase 7 (PTK7) was studied under the treatment of transforming growth factor-β1 and knockdown of SRY-Box Transcription Factor 9 (SOX9) to delineate upstream regulation, while CRISPR-mediated knockout and lentiviral overexpression of PTK7 in HCC cells were performed to study their functional and signaling consequences. Manipulated HCC cells were injected into mice models either by orthotopic or tail-vein injection to observe for any in vivo pro-metastatic effects. RESULTS PTK7 was discovered to be the kinase most significantly upregulated in advanced and metastatic HCC, at both transcriptomic and proteomic level. Bioinformatic analyses and functional assays performed in HCC cell lines revealed transforming growth factor-β signaling and SOX9 to be important activators of PTK7 expression. Functionally, enrichment of PTK7 expression could positively regulate metastatic potential of HCC cells in vitro and in lung metastasis models performed in immunodeficient mice. The up-regulation of PTK7 recruited the epithelial-mesenchymal transition components, zinc finger protein SNAI2 (SLUG) and zinc finger E-box-binding homeobox 1 (ZEB1). CONCLUSIONS Our study proposes PTK7 as a novel molecular driver in metastatic HCC, particularly in a transforming growth factor-β-activated microenvironment. The preferential expression of PTK7 resulted in a previously unobserved regulatory effect on the recruitment of epithelial-mesenchymal transition components, which established PTK7 as a potential determinant of specific epithelial-mesenchymal transition status. Therefore, our data support the continual development of PTK7-targeted agents as antimetastatic therapies.
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Affiliation(s)
- Tsz Lam Matthew Wong
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Tin-Lok Wong
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong,State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Lei Zhou
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Kwan Man
- Department of Surgery, Queen Mary Hospital, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | | | - Terence K. Lee
- Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hong Kong
| | - Jing-Ping Yun
- Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Stephanie Ma
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong; State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong; The University of Hong Kong-Shenzhen Hospital, Shenzhen, China.
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2022 KLCA-NCC Korea practice guidelines for the management of hepatocellular carcinoma. Clin Mol Hepatol 2022; 28:583-705. [PMID: 36263666 PMCID: PMC9597235 DOI: 10.3350/cmh.2022.0294] [Citation(s) in RCA: 174] [Impact Index Per Article: 58.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 09/23/2022] [Indexed: 01/27/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and the fourth most common cancer among men in South Korea, where the prevalence of chronic hepatitis B infection is high in middle and old age. The current practice guidelines will provide useful and sensible advice for the clinical management of patients with HCC. A total of 49 experts in the fields of hepatology, oncology, surgery, radiology, and radiation oncology from the Korean Liver Cancer Association-National Cancer Center Korea Practice Guideline Revision Committee revised the 2018 Korean guidelines and developed new recommendations that integrate the most up-to-date research findings and expert opinions. These guidelines provide useful information and direction for all clinicians, trainees, and researchers in the diagnosis and treatment of HCC.
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Chartampilas E, Rafailidis V, Georgopoulou V, Kalarakis G, Hatzidakis A, Prassopoulos P. Current Imaging Diagnosis of Hepatocellular Carcinoma. Cancers (Basel) 2022; 14:cancers14163997. [PMID: 36010991 PMCID: PMC9406360 DOI: 10.3390/cancers14163997] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 08/10/2022] [Accepted: 08/15/2022] [Indexed: 11/23/2022] Open
Abstract
Simple Summary The role of imaging in the management of hepatocellular carcinoma (HCC) has significantly evolved and expanded beyond the plain radiological confirmation of the tumor based on the typical appearance in a multiphase contrast-enhanced CT or MRI examination. The introduction of hepatobiliary contrast agents has enabled the diagnosis of hepatocarcinogenesis at earlier stages, while the application of ultrasound contrast agents has drastically upgraded the role of ultrasound in the diagnostic algorithms. Newer quantitative techniques assessing blood perfusion on CT and MRI not only allow earlier diagnosis and confident differentiation from other lesions, but they also provide biomarkers for the evaluation of treatment response. As distinct HCC subtypes are identified, their correlation with specific imaging features holds great promise for estimating tumor aggressiveness and prognosis. This review presents the current role of imaging and underlines its critical role in the successful management of patients with HCC. Abstract Hepatocellular carcinoma (HCC) is the fourth leading cause of cancer related death worldwide. Radiology has traditionally played a central role in HCC management, ranging from screening of high-risk patients to non-invasive diagnosis, as well as the evaluation of treatment response and post-treatment follow-up. From liver ultrasonography with or without contrast to dynamic multiple phased CT and dynamic MRI with diffusion protocols, great progress has been achieved in the last decade. Throughout the last few years, pathological, biological, genetic, and immune-chemical analyses have revealed several tumoral subtypes with diverse biological behavior, highlighting the need for the re-evaluation of established radiological methods. Considering these changes, novel methods that provide functional and quantitative parameters in addition to morphological information are increasingly incorporated into modern diagnostic protocols for HCC. In this way, differential diagnosis became even more challenging throughout the last few years. Use of liver specific contrast agents, as well as CT/MRI perfusion techniques, seem to not only allow earlier detection and more accurate characterization of HCC lesions, but also make it possible to predict response to treatment and survival. Nevertheless, several limitations and technical considerations still exist. This review will describe and discuss all these imaging modalities and their advances in the imaging of HCC lesions in cirrhotic and non-cirrhotic livers. Sensitivity and specificity rates, method limitations, and technical considerations will be discussed.
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Affiliation(s)
- Evangelos Chartampilas
- Radiology Department, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
- Correspondence:
| | - Vasileios Rafailidis
- Radiology Department, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Vivian Georgopoulou
- Radiology Department, Ippokratio General Hospital of Thessaloniki, 54642 Thessaloniki, Greece
| | - Georgios Kalarakis
- Department of Diagnostic Radiology, Karolinska University Hospital, 14152 Stockholm, Sweden
- Department of Clinical Science, Division of Radiology, Intervention and Technology (CLINTEC), Karolinska Institutet, 14152 Stockholm, Sweden
- Department of Radiology, Medical School, University of Crete, 71500 Heraklion, Greece
| | - Adam Hatzidakis
- Radiology Department, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Panos Prassopoulos
- Radiology Department, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
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Cross-Sectional Imaging Findings of Atypical Liver Malignancies and Diagnostic Pitfalls. Radiol Clin North Am 2022; 60:775-794. [DOI: 10.1016/j.rcl.2022.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Ansari MY, Abdalla A, Ansari MY, Ansari MI, Malluhi B, Mohanty S, Mishra S, Singh SS, Abinahed J, Al-Ansari A, Balakrishnan S, Dakua SP. Practical utility of liver segmentation methods in clinical surgeries and interventions. BMC Med Imaging 2022; 22:97. [PMID: 35610600 PMCID: PMC9128093 DOI: 10.1186/s12880-022-00825-2] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Accepted: 05/09/2022] [Indexed: 12/15/2022] Open
Abstract
Clinical imaging (e.g., magnetic resonance imaging and computed tomography) is a crucial adjunct for clinicians, aiding in the diagnosis of diseases and planning of appropriate interventions. This is especially true in malignant conditions such as hepatocellular carcinoma (HCC), where image segmentation (such as accurate delineation of liver and tumor) is the preliminary step taken by the clinicians to optimize diagnosis, staging, and treatment planning and intervention (e.g., transplantation, surgical resection, radiotherapy, PVE, embolization, etc). Thus, segmentation methods could potentially impact the diagnosis and treatment outcomes. This paper comprehensively reviews the literature (during the year 2012-2021) for relevant segmentation methods and proposes a broad categorization based on their clinical utility (i.e., surgical and radiological interventions) in HCC. The categorization is based on the parameters such as precision, accuracy, and automation.
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An C, Zuo M, Li W, Chen Q, Wu P. Infiltrative Hepatocellular Carcinoma: Transcatheter Arterial Chemoembolization Versus Hepatic Arterial Infusion Chemotherapy. Front Oncol 2022; 11:747496. [PMID: 34976800 PMCID: PMC8716800 DOI: 10.3389/fonc.2021.747496] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 11/25/2021] [Indexed: 12/22/2022] Open
Abstract
Aims To compare the effectiveness, safety, and survival outcomes in patients with infiltrative hepatocellular carcinoma (HCC) who underwent hepatic arterial infusion chemotherapy (HAIC) and transarterial chemoembolization (TACE). Methods A total of 160 patients with infiltrative HCCs who underwent initial TACE (n = 68) and HAIC (n = 92) treatment from January 2016 to March 2020. We applied the propensity score matching (PSM) to adjust for potential imbalances. The overall survival (OS), progression-free survival (PFS), objective response rate (ORR) and disease control rate (DCR) were compared between two groups. Multivariate analysis was evaluated through the forward stepwise Cox regression model and β coefficients was applied for the nomogram construction. Results The median follow-up duration for the study population was 20.8 months. After PSM, the median OS and PFS in the HAIC group were significantly higher than those in the TACE group (OS, 13.3 vs 10.8 months; p = 0.043; PFS, 7.8 vs 4.0 months; p = 0.035) and the ORR and DCR in the HAIC group were significantly higher than those in the TACE group (ORR, 34.8% vs 11.8%; p = 0.001; DCR, 54.3% vs 36.8%; p = 0.028). A nomogram model comprising albumin-bilirubin grade, treatment responses, sessions, and treatment modalities, showed good predictive accuracy and discrimination (training set, concordance index [C-index] of 0.789; validation set, C-index of 0.757), which outperformed other staging systems and conventional indices. Conclusion HAIC improve significantly survival compared to TACE in patients with infiltrative HCC. A prospective randomized trial is ongoing to confirm this finding.
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Affiliation(s)
- Chao An
- Department of Minimal Invasive Intervention, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Mengxuan Zuo
- Department of Minimal Invasive Intervention, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Wang Li
- Department of Minimal Invasive Intervention, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Qifeng Chen
- Department of Minimal Invasive Intervention, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Peihong Wu
- Department of Minimal Invasive Intervention, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
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Alim A, Karataş C. Prognostic Factors of Liver Transplantation for HCC: Comparative Literature Review. J Gastrointest Cancer 2021; 52:1223-1231. [PMID: 34882291 DOI: 10.1007/s12029-021-00730-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/06/2021] [Indexed: 12/16/2022]
Abstract
PURPOSE The aim of the review study is investigation of the prognostic factors of the liver transplantation for hepatocellular carcinoma. METHODS A literature review has been made, especially in countries where dominantly living donor liver transplantation is performed, such as Turkey. Liver transplantation from deceased donor and from living donor has been evaluated about as advantages and disadvantages, and their effects on prognosis have been compared. In addition, hepatocellular carcinoma series of Koç University Liver Transplantation center has been presented. RESULTS Liver transplantation is still the best treatment option with 5-year 50% survival rate for hepatocellular carcinoma even in patient who has locally advanced tumor. The patient's survival is not only an important issue but also the living donor's safety is controversial particularly when expectation of recipient's 5-year survival is below 50% due to donor complication. CONCLUSION Detailed preoperative examination, appropriate patient selection, and timing of surgery are seen the most important issues in liver transplant's patients with hepatocellular carcinoma.
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Affiliation(s)
- Altan Alim
- Liver Transplantation Center, Koç Universitiy Hospital, Davutpaşa Cd. No:4, 34010, Topkapi Zeytinburnu/Istanbul, Turkey.
| | - Cihan Karataş
- Liver Transplantation Center, Koç Universitiy Hospital, Davutpaşa Cd. No:4, 34010, Topkapi Zeytinburnu/Istanbul, Turkey
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Serenari M, Cappelli A, Cucchetti A, Mosconi C, Strigari L, Monari F, Ravaioli M, Rizzini EL, Fanti S, Golfieri R, Cescon M. Deceased Donor Liver Transplantation After Radioembolization for Hepatocellular Carcinoma and Portal Vein Tumoral Thrombosis: A Pilot Study. Liver Transpl 2021; 27:1758-1766. [PMID: 34355489 PMCID: PMC9290139 DOI: 10.1002/lt.26257] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 07/12/2021] [Accepted: 07/22/2021] [Indexed: 12/13/2022]
Abstract
Hepatocellular carcinoma (HCC) with portal vein tumoral thrombosis (PVTT) represents a major concern especially in the field of deceased donor liver transplantation (DDLT). However, when receiving transarterial radioembolization (TARE), a considerable percentage of such patients are able to achieve a radiologic complete response with adequate survival rates. In this pilot prospective study, we evaluated the effect of TARE in downstaging HCC patients with PVTT to meet criteria for DDLT. Between May 2013 and November 2016, patients were evaluated to be enrolled into our "Superdownstaging" protocol. Patients received yttrium-90 TARE and were enlisted for DDLT in case of complete and sustained (6 months) radiological response. Patients with tumor thrombus in the main trunk and/or in the contralateral portal vein branch were excluded. TARE was effective in downstaging and receiving DDLT in 5/17 patients (29.4%). The 5-year overall survival was significantly higher in patients who underwent DDLT compared with those who were not transplanted (60.0% versus 0.0%, P = 0.03). Three out of 5 patients developed recurrence within 1 year after LT. The current series showed a clear survival gain in those patients who were able to receive DDLT after TARE but careful selection for DDLT is however advised.
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Affiliation(s)
- Matteo Serenari
- General Surgery and Transplant UnitIRCCS Azienda Ospedaliero‐Universitaria di BolognaSant'Orsola‐Malpighi HospitalBolognaItaly
| | - Alberta Cappelli
- Department of RadiologyIRCCS Azienda Ospedaliero‐Universitaria di BolognaSant’Orsola‐Malpighi HospitalBolognaItaly
| | - Alessandro Cucchetti
- Department of Medical and Surgical SciencesAlma Mater StudiorumUniversity of BolognaBolognaItaly
| | - Cristina Mosconi
- General Surgery and Transplant UnitIRCCS Azienda Ospedaliero‐Universitaria di BolognaSant'Orsola‐Malpighi HospitalBolognaItaly
| | - Lidia Strigari
- Department of Medical PhysicsIRCCS Azienda Ospedaliero‐Universitaria di BolognaSant’Orsola‐Malpighi HospitalBolognaItaly
| | - Fabio Monari
- Division of Radiation OncologyIRCCS Azienda Ospedaliero‐Universitaria di BolognaSant’Orsola‐Malpighi HospitalBolognaItaly
| | - Matteo Ravaioli
- General Surgery and Transplant UnitIRCCS Azienda Ospedaliero‐Universitaria di BolognaSant'Orsola‐Malpighi HospitalBolognaItaly
- Department of Medical and Surgical SciencesAlma Mater StudiorumUniversity of BolognaBolognaItaly
| | - Elisa Lodi Rizzini
- Division of Radiation OncologyIRCCS Azienda Ospedaliero‐Universitaria di BolognaSant’Orsola‐Malpighi HospitalBolognaItaly
| | - Stefano Fanti
- Nuclear Medicine UnitIRCCS Azienda Ospedaliero‐Universitaria di BolognaSant’Orsola‐Malpighi HospitalBolognaItaly
- Department of Experimental, Diagnostic and Specialty MedicineAlma Mater StudiorumUniversity of BolognaBolognaItaly
| | - Rita Golfieri
- Department of RadiologyIRCCS Azienda Ospedaliero‐Universitaria di BolognaSant’Orsola‐Malpighi HospitalBolognaItaly
| | - Matteo Cescon
- General Surgery and Transplant UnitIRCCS Azienda Ospedaliero‐Universitaria di BolognaSant'Orsola‐Malpighi HospitalBolognaItaly
- Department of Medical and Surgical SciencesAlma Mater StudiorumUniversity of BolognaBolognaItaly
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Osman MF, Farag ASA, Samy HA, El-Baz TM, Elkholy SF. Role of multislice computed tomography 3D volumetric analysis in the assessment of the therapeutic response of hepatocellular carcinoma after transarterial chemoembolization. THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2021. [DOI: 10.1186/s43055-021-00542-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Volumetric analysis is a novel radiological technique used in the measurement of target lesions in three dimensions in order to estimate the lesion’s volume. Recently, it has been used for evaluation of the remaining liver volume after partial hepatectomy and also for evaluation of the response of tumours to treatment. It has been proven to be more accurate than the standard one or two-dimensional measurements, and it is especially useful for the evaluation of complex tumours after radiological interventional methods when the use of standard methods is limited. In the current study, our aim was to evaluate the value of the three-dimensional (3D) volumetric method “Response Evaluation Criteria in Solid Tumours (vRECIST)” and to compare it with the non–three-dimensional methods (RECIST) and modified RECIST (mRECIST) in the assessment of the therapeutic response of hepatocellular carcinoma (HCC) after transarterial chemoembolization (TACE).
Results
A retrospective study was conducted on 50 patients with confirmed radiological or pathological diagnosis of hepatocellular carcinoma (HCC) who underwent TACE as the only interventional procedure and follwed up by triphasic CT 1 and 4 months after treatment. The study revealed a significant difference between mRECIST and vRECIST in the assessment of the therapeutic response of HCC after TACE, a weak agreement was found between both methods in the detection of complete response (CR), partial response (PR), stable disease (SD) or progressive disease (PD). Also, there was no significant agreement between mRECIST and vRECIST regarding the assessment by classifying the patients into responders or nonresponders.
Conclusion
Volumetric analysis is an effective method for measuring the HCC lesions and evaluating its response to locoregional treatment with a significant difference between vRECIST and mRECIST in the assessment of therapeutic response, which in turn help the interventional radiologist to decide the future treatments and change the therapeutic plans. Based on these results, we recommend vRECIST to be an essential part of the assessment of therapeutic response after locoregional therapy.
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Mogahed M, Zytoon AA, Abdel Haleem A, Imam E, Ghanem N, Abdellatif WM. The value of intra-operative ultrasonography on safety margin and outcome during liver resection and radio-frequency ablation in the management of hepatocellular carcinoma patients. THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2021. [DOI: 10.1186/s43055-021-00567-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Hepatocellular carcinoma (HCC) is an important health issue worldwide. Liver resection is the optimal management for early compensated HCC patients, but the majority of HCC patients are not candidates for resection. Several nonsurgical treatment modalities such as radio-frequency ablation (RFA), microwave ablation (MWA), trans-arterial chemoembolization, and immune therapy have been established. Intra-operative ultrasound (IOUS) is essential for accurate staging and secures both resection and RFA. We aimed to detect the value of using IOUS on safety margin and outcome during liver resection and RFA in the management of HCC patients. In the current study, 76 HCC patients, 58 males and 18 females, were included. Patients' age ranged from 49 to 69 years. Patients were divided into two groups: 52 open surgery liver resections (open resection group) and 24 laparoscopic-assisted RFA guided with laparoscopic IOUS (LARFA group). The open resection group was further subdivided into 32 cases for whom IOUS was performed and 20 patients studied retrospectively without IOUS. Surgical decisions were based on preoperative ultrasonography, computed tomography, and/or magnetic resonance imaging (MRI). We determined the size, number of lesions, and location by IOUS and compared them with preoperative imaging. Histopathology was done for resected lesions and follow-up CT for all patients.
Results
In the open resection group, the 32 cases of 52 for whom IOUS was performed, all had free surgical margin (100%) while 18 of 20 patients studied retrospectively without IOUS had free surgical margin (90%). Patients operated guided by IOUS had less morbidity and mortality with less operative time and hospital stay. In the LARFA group (24 patients with 37 lesions), the one-month follow-up showed complete ablation for all lesions in the 24 patients, while 12-month follow-up proved two cases of recurrence.
Conclusions
IOUS is a cornerstone in liver surgery. It improves outcomes with less morbidity and mortality and helps to achieve free surgical margin. Using IOUS allows the performance of radical but conservative hepatic resection.
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Catania R, Chupetlovska K, Borhani AA, Maheshwari E, Furlan A. Tumor in vein (LR-TIV) and liver imaging reporting and data system (LI-RADS) v2018: diagnostic features, pitfalls, prognostic and management implications. Abdom Radiol (NY) 2021; 46:5723-5734. [PMID: 34519877 DOI: 10.1007/s00261-021-03270-x] [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: 05/31/2021] [Revised: 09/02/2021] [Accepted: 09/03/2021] [Indexed: 01/27/2023]
Abstract
Vascular invasion by hepatocellular carcinoma (HCC), also known as tumor in vein (TIV), indicates highly invasive tumor behavior and is also associated with poor outcome. Because a diagnosis of TIV precludes liver transplantation, knowledge of the imaging findings to differentiate between TIV and bland thrombus is key for proper patient management. Prior versions of liver imaging reporting and data system (LI-RADS) included presence of TIV as part of LR-5 criteria. However, even if HCC is the most common liver malignancy associated with TIV, other tumors can have vascular invasion and may occur in cirrhotic patients. For these reasons, in LI-RADS v2017 LR-TIV has been introduced as a new different diagnostic category. The aim of this article is to discuss the diagnostic criteria of LR-TIV according to LI-RADS v2018 and analyze potential pitfalls encountered on daily clinical practice. Indeterminate cases and how to manage them will also be discussed.
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Affiliation(s)
- Roberta Catania
- Department of Radiology, Northwestern University Feinberg School of Medicine, 676 N. St. Clair Street, Chicago, IL, 60611, USA.
- Department of Radiology, Abdominal Imaging Division, University of Pittsburgh, 200 Lothrop St, UPMC Presbyterian Suite 200, Pittsburgh, PA, 15213, USA.
| | - Kalina Chupetlovska
- Diagnostic Imaging Department, University Hospital Saint Ivan Rilski, Sofia, Bulgaria
- Department of Radiology, Abdominal Imaging Division, University of Pittsburgh, 200 Lothrop St, UPMC Presbyterian Suite 200, Pittsburgh, PA, 15213, USA
| | - Amir A Borhani
- Department of Radiology, Northwestern University Feinberg School of Medicine, 676 N. St. Clair Street, Chicago, IL, 60611, USA
- Department of Radiology, Abdominal Imaging Division, University of Pittsburgh, 200 Lothrop St, UPMC Presbyterian Suite 200, Pittsburgh, PA, 15213, USA
| | - Ekta Maheshwari
- Department of Radiology, Abdominal Imaging Division, University of Pittsburgh, 200 Lothrop St, UPMC Presbyterian Suite 200, Pittsburgh, PA, 15213, USA
| | - Alessandro Furlan
- Department of Radiology, Abdominal Imaging Division, University of Pittsburgh, 200 Lothrop St, UPMC Presbyterian Suite 200, Pittsburgh, PA, 15213, USA
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Fowler KJ, Burgoyne A, Fraum TJ, Hosseini M, Ichikawa S, Kim S, Kitao A, Lee JM, Paradis V, Taouli B, Theise ND, Vilgrain V, Wang J, Sirlin CB, Chernyak V. Pathologic, Molecular, and Prognostic Radiologic Features of Hepatocellular Carcinoma. Radiographics 2021; 41:1611-1631. [PMID: 34597222 DOI: 10.1148/rg.2021210009] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Hepatocellular carcinoma (HCC) is a malignancy with variable biologic aggressiveness based on the tumor grade, presence or absence of vascular invasion, and pathologic and molecular classification. Knowledge and understanding of the prognostic implications of different pathologic and molecular phenotypes of HCC are emerging, with therapeutics that promise to provide improved outcomes in what otherwise remains a lethal cancer. Imaging has a central role in diagnosis of HCC. However, to date, the imaging algorithms do not incorporate prognostic features or subclassification of HCC according to its biologic aggressiveness. Emerging data suggest that some imaging features and further radiologic, pathologic, or radiologic-molecular phenotypes may allow prediction of the prognosis of patients with HCC. An invited commentary by Bashir is available online. Online supplemental material is available for this article. ©RSNA, 2021.
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Affiliation(s)
- Kathryn J Fowler
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Adam Burgoyne
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Tyler J Fraum
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Mojgan Hosseini
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Shintaro Ichikawa
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Sooah Kim
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Azusa Kitao
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Jeong Min Lee
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Valérie Paradis
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Bachir Taouli
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Neil D Theise
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Valérie Vilgrain
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Jin Wang
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Claude B Sirlin
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
| | - Victoria Chernyak
- From the Departments of Radiology (K.J.F., C.B.S.), Medicine (A.B.), and Pathology (M.H.), University of California San Diego, 200 W Arbor Dr, #8756, San Diego, CA 92103; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (T.J.F.); Department of Radiology, University of Yamanashi, Chuo, Yamanashi, Japan (S.I.); Departments of Radiology (S.K.) and Pathology (N.D.T.), New York University Grossman School of Medicine, New York, NY; Department of Radiology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan (A.K.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (J.M.L.); Service d'Anatomie Pathologique, Université de Paris, Hôpital Beaujon APHP, Clichy, France (V.P.); Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); Université de Paris, INSERM U1149 "Centre de Recherche sur l'Inflammation," Paris, France (V.V.); Department of Radiology, AP-HP, Hôpital Beaujon APHP Nord, Clichy, France (V.V.); Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.W.); and Department of Radiology, Montefiore Medical Center, Bronx, NY (V.C.)
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Clinical application of mask region-based convolutional neural network for the automatic detection and segmentation of abnormal liver density based on hepatocellular carcinoma computed tomography datasets. PLoS One 2021; 16:e0255605. [PMID: 34375365 PMCID: PMC8354440 DOI: 10.1371/journal.pone.0255605] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 07/19/2021] [Indexed: 02/08/2023] Open
Abstract
The aim of the study was to use a previously proposed mask region–based convolutional neural network (Mask R-CNN) for automatic abnormal liver density detection and segmentation based on hepatocellular carcinoma (HCC) computed tomography (CT) datasets from a radiological perspective. Training and testing datasets were acquired retrospectively from two hospitals of Taiwan. The training dataset contained 10,130 images of liver tumor densities of 11,258 regions of interest (ROIs). The positive testing dataset contained 1,833 images of liver tumor densities with 1,874 ROIs, and negative testing data comprised 20,283 images without abnormal densities in liver parenchyma. The Mask R-CNN was used to generate a medical model, and areas under the curve, true positive rates, false positive rates, and Dice coefficients were evaluated. For abnormal liver CT density detection, in each image, we identified the mean area under the curve, true positive rate, and false positive rate, which were 0.9490, 91.99%, and 13.68%, respectively. For segmentation ability, the highest mean Dice coefficient obtained was 0.8041. This study trained a Mask R-CNN on various HCC images to construct a medical model that serves as an auxiliary tool for alerting radiologists to abnormal CT density in liver scans; this model can simultaneously detect liver lesions and perform automatic instance segmentation.
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