1
|
Liu W, Cai Z, Chen Y, Guan X, Feng J, Chen H, Guo B, OuYang F, Luo C, Zhang R, Chen X, Li X, Zhou C, Yang S, Liu Z, Hu Q. Gadoxetic acid-enhanced MRI for identifying cholangiocyte phenotype hepatocellular carcinoma by interpretable machine learning: individual application of SHAP. BMC Cancer 2025; 25:788. [PMID: 40295993 PMCID: PMC12036154 DOI: 10.1186/s12885-025-14147-3] [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: 12/22/2023] [Accepted: 04/14/2025] [Indexed: 04/30/2025] Open
Abstract
PURPOSE Cholangiocyte phenotype hepatocellular carcinoma (HCC) is highly invasive. This study aims to develop and validate an optimal machine learning model to predict cholangiocyte phenotype HCC based on T1 mapping gadoxetic acid-enhanced MRI and to implement individual applications via the Shapley Additive explanation (SHAP). METHODS We included 180 patients with histologically confirmed HCC from two institutions. Clinical and MRI imaging features were screened for predicting cholangiocyte phenotype hepatocellular carcinoma using Least Absolute Shrinkage and Selection Operator (LASSO) and the logistic regression analysis. Five machine learning models were constructed based on these features. A Kaplan-Meier survival analysis aims to compare prognostic differences between cholangiocyte phenotype-positive HCC groups and classical (cholangiocyte phenotype-negative) HCC groups, and was conducted to explore the prognostic information of the optimal model. RESULTS The most significant clinicoradiological features, including the platelet-to-lymphocyte ratio (PLR), tumor capsule, target sign on hepatobiliary phase (HBP), and T1 relaxation time of 20 min (T1rt-20 min), were selected to construct the prediction model. Finally, we selected the eXtreme Gradient Boosting (XGBoost) model as the optimal predictive model, which achieved AUCs of 0.835, 0.830, 0.816 and 0.776 in training, internal validation, external validation, and prospective validation cohorts, respectively, for visual analysis via SHAP, in which T1rt-20 min made a significant contribution. Survival analysis showed a statistically significant difference in relapse-free survival (RFS) between cholangiocyte phenotype-positive HCC groups and classical HCC groups from institution I (hazard ratio [HR] 1.994; 95% CI, 1.059-3.758; P = 0.027), and the construction XGBoost model can be used to stratify RFS according to prognosis (HR, 1.986; 95% CI, 1.061-3.717; P = 0.029). CONCLUSION The machine learning model utilizing T1 mapping gadoxetic acid-enhanced MRI demonstrates significant potential in identifying cholangiocyte phenotype HCC. Furthermore, personalized prediction is enhanced through the application of SHAP, providing valuable insights to support clinical decision-making processes.
Collapse
Affiliation(s)
- Wei Liu
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Zhiping Cai
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Yifan Chen
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Xingqun Guan
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Jieying Feng
- Department of Radiology, The Sixth Affiliated Hospital, South China University of Technology, Foshan, Guangdong Province, 528247, China
| | - Haixiong Chen
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Baoliang Guo
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Fusheng OuYang
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Chun Luo
- Department of Radiology, The First Peoples Hospital of Foshan, Foshan, Guangdong Province, 528000, China
| | - Rong Zhang
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Xinjie Chen
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Xiaohong Li
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Cuiru Zhou
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China
| | - Shaomin Yang
- Xingtan Hospital Affiliated of Southern Medical University Shunde Hospital, No. 222 Xinglong Road, Shunde, China.
| | - Ziwei Liu
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China.
| | - Qiugen Hu
- Department of Radiology, The Eighth Affiliated Hospital of Southern Medical University (The First People's Hospital of Shunde Foshan), No. 1 Jiazi Road, Lunjiao, Shunde District, Foshan, Guangdong Province, 528308, China.
| |
Collapse
|
2
|
Cheng Y, Chen X, Feng L, Yang Z, Xiao L, Xiang B, Wang X, Liu D, Lin P, Shi J, Song G, Qian W, Zhang B, Xu Y, Gao Z, Chen L, Wu Y, Ma J, Lin Y, Zhao H, Peng L, Mao X, Liu Y, Hou H, Yang M, Ji Y, Wang X, Zhou J, Xu X, Liu X, Wei W, Zhang X, Gao Q, Zhou H, Sun Y, Wu K, Fan J. Stromal architecture and fibroblast subpopulations with opposing effects on outcomes in hepatocellular carcinoma. Cell Discov 2025; 11:1. [PMID: 39870619 PMCID: PMC11772884 DOI: 10.1038/s41421-024-00747-z] [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: 01/22/2024] [Accepted: 10/29/2024] [Indexed: 01/29/2025] Open
Abstract
Dissecting the spatial heterogeneity of cancer-associated fibroblasts (CAFs) is vital for understanding tumor biology and therapeutic design. By combining pathological image analysis with spatial proteomics, we revealed two stromal archetypes in hepatocellular carcinoma (HCC) with different biological functions and extracellular matrix compositions. Using paired single-cell RNA and epigenomic sequencing with Stereo-seq, we revealed two fibroblast subsets CAF-FAP and CAF-C7, whose spatial enrichment strongly correlated with the two stromal archetypes and opposing patient prognosis. We discovered two functional units, one is the intratumor inflammatory hub featured by CAF-FAP plus CD8_PDCD1 proximity and the other is the marginal wound-healing hub with CAF-C7 plus Macrophage_SPP1 co-localization. Inhibiting CAF-FAP combined with anti-PD-1 in orthotopic HCC models led to improved tumor regression than either monotherapy. Collectively, our findings suggest stroma-targeted strategies for HCC based on defined stromal archetypes, raising the concept that CAFs change their transcriptional program and intercellular crosstalk according to the spatial context.
Collapse
Affiliation(s)
- Yifei Cheng
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaofang Chen
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Li Feng
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Key Laboratory of Primate Neurobiology, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, China
| | - Zhicheng Yang
- Department of Analytical Chemistry, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Liyun Xiao
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
| | - Bin Xiang
- Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Shanghai, China
| | - Xiaodong Wang
- School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, China
| | - Dongbin Liu
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
| | - Penghui Lin
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
| | - Jieyi Shi
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Guohe Song
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wulei Qian
- School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, China
| | - Boan Zhang
- School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, China
| | - Yanan Xu
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zheng Gao
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Lv Chen
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yingcheng Wu
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiaqiang Ma
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Youpei Lin
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Haichao Zhao
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Lihua Peng
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
| | | | - Yang Liu
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Hao Hou
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Mingyu Yang
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China
| | - Yuan Ji
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaoying Wang
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xun Xu
- Guangdong Provincial Key Laboratory of Genome Read and Write, BGI Research, Shenzhen, Guangdong, China
| | - Xiyang Liu
- School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, China
| | - Wu Wei
- Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Shanghai, China
| | - Xiaoming Zhang
- The Center for Microbes, Development and Health, Key Laboratory of Molecular Virology & Immunology, Shanghai Institute of Immunity and Infection, Chinese Academy of Sciences, Shanghai, China
| | - Qiang Gao
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Hu Zhou
- Department of Analytical Chemistry, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China.
- University of Chinese Academy of Sciences, Beijing, China.
| | - Yidi Sun
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Key Laboratory of Primate Neurobiology, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, China.
| | - Kui Wu
- HIM-BGI Omics Center, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), BGI Research, Hangzhou, Zhejiang, China.
- Guangdong Provincial Key Laboratory of Human Disease Genomics, BGI Research, Shenzhen, Guangdong, China.
- Institute of Intelligent Medical Research (IIMR), BGI Genomics, Shenzhen, Guangdong, China.
| | - Jia Fan
- Department of Liver Surgery and Transplantation, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
| |
Collapse
|
3
|
Weng J, Xiao Y, Liu J, Liu X, He Y, Wu F, Ni X, Yang C. Exploring the MRI and Clinical Features of P53-Mutated Hepatocellular Carcinoma. J Hepatocell Carcinoma 2024; 11:1653-1674. [PMID: 39224117 PMCID: PMC11368099 DOI: 10.2147/jhc.s462979] [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: 03/09/2024] [Accepted: 08/01/2024] [Indexed: 09/04/2024] Open
Abstract
Purpose To study the MRI features (based on LI-RADS) and clinical characteristics of P53-mutated hepatocellular carcinoma (HCC) patients. Patients and Methods This study enrolled 344 patients with histopathologically confirmed HCC (P53-mutated group [n = 196], non-P53-mutated group [n = 148]). We retrospectively evaluated the preoperative MRI features, clinical and pathologic features of the lesions and assigned each lesion according to the LI-RADS. MRI findings, clinical features, and pathologic findings were compared using the Student's t test, χ2 test, and multivariable regression analysis. Results Most HCC patients were categorized as LR-5. On multivariate analysis, the Edmondson-Steiner grade (odds ratio, 2.280; 95% CI: 1.268, 4.101; p = 0.006) and rim enhancement (odds ratio, 2.517; 95% CI: 1.095, 5.784; p = 0.030) were found to be independent variables associated with P53-mutated HCC. In the group of HCC lesions with the largest tumor diameter (LTD) greater than or equal to 10mm and less than or equal to 20mm, enhancing capsule was an independent predictor of P53-mutated HCC (odds ratio, 6.200; 95% CI: 1.116, 34.449; p = 0.037). Among the HCC lesions (20 mm ˂ LTD ≤ 50 mm), corona enhancement (odds ratio, 2.102; 95% CI: 1.022, 4.322; p = 0.043) and nodule-in-nodule architecture (odds ratio, 2.157; 95% CI: 1.033, 4.504; p = 0.041) were found to be independent risk factors for P53 mutation. Among the HCC lesions (50 mm ˂ LTD ≤ 100 mm), diameter (odds ratio, 1.035; 95% CI: 1.001, 1.069; p = 0.044) and AFP ≥ 400 (ng/mL) (odds ratio, 3.336; 95% CI: 1.052, 10.577; p = 0.041) were found to be independent variables associated with P53-mutated HCC. Conclusion Poor differentiation and rim enhancement are potential predictive biomarkers for P53-mutated HCC, while HCCs of different diameters have different risk factors for predicting P53 mutations.
Collapse
Affiliation(s)
- Jingfei Weng
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
- Department of Radiology, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, People’s Republic of China
| | - Yuyao Xiao
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Jing Liu
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, People’s Republic of China
| | - Xiaohua Liu
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, People’s Republic of China
| | - Yuqing He
- Department of Radiology, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, People’s Republic of China
| | - Fei Wu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Xiaoyan Ni
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Chun Yang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| |
Collapse
|
4
|
Kasuga R, Taniki N, Chu PS, Tamura M, Tabuchi T, Yamaguchi A, Hayatsu S, Koizumi J, Ojiro K, Hoshi H, Kaneko F, Morikawa R, Noguchi F, Yamataka K, Usui S, Ebinuma H, Itano O, Hasegawa Y, Abe Y, Kitago M, Inoue M, Nakatsuka S, Jinzaki M, Kitagawa Y, Kanai T, Nakamoto N. Multiple asynchronous recurrence as a predictive factor for refractoriness against locoregional and surgical therapy in patients with intermediate-stage hepatocellular carcinoma. Sci Rep 2024; 14:10896. [PMID: 38740983 DOI: 10.1038/s41598-024-61611-4] [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: 08/14/2023] [Accepted: 05/07/2024] [Indexed: 05/16/2024] Open
Abstract
Development of subclassification of intermediate-stage hepatocellular carcinoma (HCC) by treatment suitability is in demand. We aimed to identify predictors that define treatment refractoriness against locoregional(transarterial chemoembolization(TACE) or thermal ablation) and surgical therapy. This multicenter retrospective study enrolled 1167 HCC patients between 2015 and 2021. Of those, 209 patients were initially diagnosed with intermediate-stage HCC. Treatment refractoriness was defined as clinical settings that meets the following untreatable progressive conditions by TACE (1) 25% increase of intrahepatic tumor, (2) transient deterioration to Child-Pugh class C, (3) macrovascular invasion or extrahepatic spread, within one year. We then analyzed factors contributing to treatment refractoriness. The Child-Pugh score/class, number of tumors, infiltrative radiological type, and recurrence were significant factors. Focusing on recurrence as a predictor, median time to untreatable progression (TTUP) was 17.2 months in the recurrence subgroup whereas 35.5 months in the initial occurrence subgroup (HR, 2.06; 95% CI, 1.44-2.96; P = 0.001). Median TTUP decreased in cases with more later times of recurrence (3-5 recurrences, 17.3 months; ≥ 6 recurrences, 7.7 months). Recurrence, even more at later times, leads to increased treatment refractoriness. Early introduction of multidisciplinary treatment should be considered against HCC patients after multiple recurrent episodes.
Collapse
Affiliation(s)
- Ryosuke Kasuga
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Nobuhito Taniki
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
| | - Po-Sung Chu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Masashi Tamura
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Takaya Tabuchi
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Akihiro Yamaguchi
- Division of Gastroenterology, Department of Internal Medicine, National Hospital Organization Saitama National Hospital, Saitama, Japan
| | - Shigeo Hayatsu
- Department of Surgery, National Hospital Organization Saitama National Hospital, Saitama, Japan
| | - Jun Koizumi
- Department of Diagnostic Radiology and Radiation Oncology, School of Medicine, Chiba University, Chiba, Japan
| | - Keisuke Ojiro
- Department of Gastroenterology, Ichikawa General Hospital, Tokyo Dental College, Chiba, Japan
| | - Hitomi Hoshi
- Department of Gastroenterology and Hepatology, Saitama City Hospital, Saitama, Japan
| | - Fumihiko Kaneko
- Department of Gastroenterology and Hepatology, Saitama City Hospital, Saitama, Japan
| | - Rei Morikawa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Fumie Noguchi
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Karin Yamataka
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Shingo Usui
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Hirotoshi Ebinuma
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
- Department of Gastroenterology, School of Medicine, International University of Health and Welfare, Chiba, Japan
| | - Osamu Itano
- Department of Hepato-Biliary-Pancreatic and Gastrointestinal Surgery, International University of Health and Welfare School of Medicine, Chiba, Japan
| | - Yasushi Hasegawa
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Yuta Abe
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Minoru Kitago
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Masanori Inoue
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Seishi Nakatsuka
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Masahiro Jinzaki
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Yuko Kitagawa
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Takanori Kanai
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Nobuhiro Nakamoto
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
| |
Collapse
|
5
|
Wang C, Zhang T, Sun S, Ye X, Wang Y, Pan M, Shi H. Preoperative Contrast-Enhanced Ultrasound Predicts Microvascular Invasion in Hepatocellular Carcinoma as Accurately as Contrast-Enhanced MR. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2024; 43:439-453. [PMID: 38070130 DOI: 10.1002/jum.16375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 10/16/2023] [Accepted: 11/03/2023] [Indexed: 02/08/2024]
Abstract
OBJECTIVES Both contrast-enhanced ultrasound (CEUS) and contrast-enhanced magnetic resonance (CEMR) are important imaging methods for hepatocellular carcinoma (HCC). This study aimed to establish a model using preoperative CEUS parameters to predict microvascular invasion (MVI) in HCC, and compare its predictive efficiency with that of CEMR model. METHODS A total of 93 patients with HCC (39 cases in MVI positive group and 54 cases in MVI negative group) who underwent surgery in our hospital from January 2020 to June 2021 were retrospectively analyzed. Their clinical and imaging data were collected to establish CEUS and CEMR models for predicting MVI. The predictive efficiencies of both models were compared. RESULTS By the univariate and multivariate regression analyses of patients' clinical information, preoperative CEUS static and dynamic images, we found that serrated edge and time to peak were independent predictors of MVI. The CEUS prediction model achieved a sensitivity of 92.3%, a specificity of 83.3%, and an accuracy of 84.6% (Az: 0.934). By analyzing the clinical and CEMR information, we found that tumor morphology, fast-in and fast-out, peritumoral enhancement, and capsule were independent predictors of MVI. The CEMR prediction model achieved a sensitivity of 97.4%, a specificity of 77.8%, and an accuracy of 83.2% (Az: 0.900). The combination of the two models achieved a sensitivity of 84.6%, a specificity of 87.0%, and an accuracy of 86.2% (Az: 0.884). There was no significant statistical difference in the areas under the ROC curve of the three models. CONCLUSION The CEUS model and the CEMR model have similar predictive efficiencies for MVI of HCC. CEUS is also an effective method to predict MVI before operation.
Collapse
Affiliation(s)
- Cuiwei Wang
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Teng Zhang
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Shuwen Sun
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xinhua Ye
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yali Wang
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Minhong Pan
- Department of Pathology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Haibin Shi
- Department of Interventional Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| |
Collapse
|
6
|
Zhang L, Chen J, Lai X, Zhang X, Xu J. Dual-phenotype hepatocellular carcinoma: correlation of MRI features with other primary hepatocellular carcinoma and differential diagnosis. Front Oncol 2024; 13:1253873. [PMID: 38273849 PMCID: PMC10808764 DOI: 10.3389/fonc.2023.1253873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 12/18/2023] [Indexed: 01/27/2024] Open
Abstract
Objectives Dual-phenotype hepatocellular carcinoma (DPHCC) is a rare subtype of hepatocellular carcinoma characterized by high invasiveness and a poor prognosis. The study aimed to compare clinical and magnetic resonance imaging (MRI) features of DPHCC with that of non-DPHCC and intrahepatic cholangiocarcinoma (ICC), exploring the most valuable features for diagnosing DPHCC. Methods A total of 208 cases of primary liver cancer, comprising 27 DPHCC, 113 non-DPHCC, and 68 ICC, who undergone gadoxetic acid-enhanced MRI, were enrolled in this study. The clinicopathologic and MRI features of all cases were summarized and analyzed. Univariate and multivariate logistic regression analyses were conducted to identify the predictors. Kaplan-Meier survival analysis was used to evaluate the 1-year and 2-year disease-free survival (DFS) and overall survival (OS) rates in the cohorts. Results In the multivariate analysis, the absence of tumor capsule (P = 0.046; OR = 9.777), persistent enhancement (P = 0.006; OR = 46.941), arterial rim enhancement (P = 0.011; OR = 38.211), and target sign on DWI image (P = 0.021; OR = 30.566) were identified as independently significant factors for distinguishing DPHCC from non-DPHCC. Serum alpha-fetoprotein (AFP) >20 μg/L (P = 0.036; OR = 67.097) and hepatitis B virus (HBV) positive (P = 0.020; OR = 153.633) were independent significant factors for predicting DPHCC compared to ICC. The 1-year and 2-year DFS rates for patients in the DPHCC group were 65% and 50%, respectively, whereas those for the non-DPHCC group were 80% and 60% and for the ICC group were 50% and 29%, respectively. The 1-year and 2-year OS rates for patients in the DPHCC group were 74% and 60%, respectively, whereas those for the non-DPHCC group were 87% and 70% and for the ICC group were 55% and 37%, respectively. Kaplan-Meier survival analysis revealed significant differences in the 1-year and 2-year OS rates between the DPHCC and non-DPHCC groups (P = 0.030 and 0.027) as well as between the DPHCC and ICC groups (P = 0.029 and 0.016). Conclusion In multi-parameter MRI, combining the assessment of the absence of tumor capsule, persistent enhancement, arterial rim enhancement, and target sign on DWI image with clinical data such as AFP >20 μg/L and HBV status may support in the diagnosis of DPHCC and differentiation from non-DPHCC and ICC. Accurate preoperative diagnosis facilitates the selection of personalized treatment options.
Collapse
Affiliation(s)
- Liqing Zhang
- Department of Radiology, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
| | - Jing Chen
- Department of Radiology, Shulan (Hangzhou) Hospital Affiliated to Zhejiang Shuren University Shulan International Medical College, Hangzhou, China
| | - Xufeng Lai
- Department of Radiology, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
| | - Xiaoqian Zhang
- Department of Radiology, Shulan (Hangzhou) Hospital Affiliated to Zhejiang Shuren University Shulan International Medical College, Hangzhou, China
| | - Jianfeng Xu
- Department of Radiology, Shulan (Hangzhou) Hospital Affiliated to Zhejiang Shuren University Shulan International Medical College, Hangzhou, China
| |
Collapse
|
7
|
Chen D, Mao P, Sun C, Fan X, Zhu Q, Chen Z, He Z, Lou Y, Sun H. Prognostic Value of Combined Neutrophil-to-Lymphocyte Ratio and Imaging Tumor Capsule in Solitary Hepatocellular Carcinoma Patients after Narrow-Margin Hepatectomy. J Clin Med 2024; 13:351. [PMID: 38256485 PMCID: PMC10816149 DOI: 10.3390/jcm13020351] [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: 11/20/2023] [Revised: 12/15/2023] [Accepted: 01/04/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND The study aimed to investigate the clinical value and prognostic patterns of the neutrophil-to-lymphocyte ratio (NLR) and imaging tumor capsule (ITC) in solitary hepatocellular carcinoma (HCC) patients undergoing narrow-margin hepatectomy. METHODS Data for solitary HCC patients treated with narrow-margin surgery were extracted from Shanghai General Hospital. Clinical features of recurrence-free survival (RFS), overall survival (OS), and early recurrence were investigated by Cox/logistic regression. The significant variables were subsequently incorporated into the nomogram pattern. Survival analysis stratified by NLR and ITC was also performed. RESULTS The study included a cohort of 222 patients, with median RFS and OS of 24.083 and 32.283 months, respectively. Both an NLR ≥ 2.80 and incomplete ITC had a significant impact on prognosis. NLR and ITC independently affected RFS and OS, whereas alpha-fetoprotein (AFP) and ITC were identified as independent factors for early relapse. The RFS and OS nomogram, generated based on the Cox model, demonstrated good performance in validation. The combination of NLR and ITC showed greater predictive accuracy for 5-year RFS and OS. Subgroups with an NLR ≥ 2.80 and incomplete ITC had the worst prognosis. CONCLUSIONS Both NLR and ITC significantly affected RFS, OS, and early recurrence among solitary HCC patients who underwent narrow-margin hepatectomy. The combination of NLR and ITC has the potential to guide rational clinical treatment and determine the prognosis.
Collapse
Affiliation(s)
- Desheng Chen
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China; (D.C.); (Q.Z.); (Z.C.); (Z.H.); (Y.L.)
| | - Pengjuan Mao
- Department of Clinical Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China;
| | - Chen Sun
- Clinical Research Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China;
| | - Xuhui Fan
- Department of Radiology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China;
| | - Qi Zhu
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China; (D.C.); (Q.Z.); (Z.C.); (Z.H.); (Y.L.)
| | - Zeping Chen
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China; (D.C.); (Q.Z.); (Z.C.); (Z.H.); (Y.L.)
| | - Zeping He
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China; (D.C.); (Q.Z.); (Z.C.); (Z.H.); (Y.L.)
| | - Yichao Lou
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China; (D.C.); (Q.Z.); (Z.C.); (Z.H.); (Y.L.)
| | - Hongcheng Sun
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China; (D.C.); (Q.Z.); (Z.C.); (Z.H.); (Y.L.)
| |
Collapse
|
8
|
Xu XF, Wu H, Li JD, Yao LQ, Huang B, Diao YK, Chen TH, Gu WM, Chen Z, Li J, Zhang YM, Wang H, Liang YJ, Zhou YH, Li C, Wang MD, Zhang CW, Pawlik TM, Lau WY, Shen F, Yang T. Association of tumor morphology with long-term prognosis after liver resection for patients with a solitary huge hepatocellular carcinoma-a multicenter propensity score matching analysis. Hepatobiliary Surg Nutr 2023; 12:314-327. [PMID: 37351131 PMCID: PMC10282672 DOI: 10.21037/hbsn-21-423] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 12/23/2021] [Indexed: 01/19/2024]
Abstract
BACKGROUND A solitary hepatocellular carcinoma (HCC) without macrovascular invasion and distant metastasis, regardless of tumor size, is currently classified as early-stage disease by the latest Barcelona Clinic Liver Cancer (BCLC) staging system. While the preferred treatment is surgical resection, the association of tumor morphology with long-term survival outcomes after liver resection for a solitary huge HCC of ≥10 cm has not been defined. METHODS Patients who underwent curative liver resection for a solitary huge HCC were identified from a multicenter database. Preoperative imaging findings were used to define spherical- or ellipsoidal-shaped lesions with smooth edges as balloon-shaped HCCs (BS-HCCs); out-of-shape lesions or lesions of any shape with matt edges were defined as non-balloon-shaped HCCs (NBS-HCCs). The two groups of patients with BS-HCCs and NBS-HCCs were matched in a 1:1 ratio using propensity score matching (PSM). Clinicopathologic characteristics, long-term overall survival (OS) and recurrence-free survival (RFS) were assessed. RESULTS Among patients with a solitary huge HCC, 74 pairs of patients with BS-HCC and NBS-HCC were matched. Tumor pathological features including proportions of microvascular invasion, satellite nodules, and incomplete tumor encapsulation in the BS-HCC group were lower than the NBS-HCC group. At a median follow-up of 50.7 months, median OS and RFS of all patients with a solitary huge HCC after PSM were 27.8 and 10.1 months, respectively. The BS-HCC group had better median OS and RFS than the NBS-HCC group (31.9 vs. 21.0 months, P=0.01; and 19.7 vs. 6.4 months, P=0.015). Multivariate analyses identified BS-HCC as independently associated with better OS (HR =0.592, P=0.009) and RFS (HR =0.633, P=0.013). CONCLUSIONS For a solitary huge HCC, preoperative imaging on tumor morphology was associated with prognosis following resection. In particular, patients with BS-HCCs had better long-term survival following liver resection versus patients with large NBS-HCCs.
Collapse
Affiliation(s)
- Xin-Fei Xu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Han Wu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Ju-Dong Li
- Department of General Surgery, Changzheng Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Lan-Qing Yao
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Bin Huang
- Department of Radiology, Eastern Hepatobiliary Surgery Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Yong-Kang Diao
- Division of Hepatobiliary and Pancreatic Surgery, Department of General Surgery, Cancer Center, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, China
| | - Ting-Hao Chen
- Department of General Surgery, Ziyang First People’s Hospital, Ziyang, China
| | - Wei-Min Gu
- The First Department of General Surgery, the Fourth Hospital of Harbin, Harbin, China
| | - Zhong Chen
- Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong, China
| | - Jie Li
- Department of Hepatobiliary Surgery, Fuyang People’s Hospital, Fuyang, China
| | - Yao-Ming Zhang
- The Second Department of Hepatobiliary Surgery, Meizhou People’s Hospital, Meizhou, China
| | - Hong Wang
- Department of General Surgery, Liuyang People’s Hospital, Changsha, China
| | - Ying-Jian Liang
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Ya-Hao Zhou
- Department of Hepatobiliary Surgery, Pu’er People’s Hospital, Pu’er, China
| | - Chao Li
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Ming-Da Wang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Cheng-Wu Zhang
- Division of Hepatobiliary and Pancreatic Surgery, Department of General Surgery, Cancer Center, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, China
| | - Timothy M. Pawlik
- Department of Surgery, Ohio State University, Wexner Medical Center, Columbus, OH, USA
| | - Wan Yee Lau
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
- Faculty of Medicine, the Chinese University of Hong Kong, Hong Kong, China
| | - Feng Shen
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Tian Yang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
- Division of Hepatobiliary and Pancreatic Surgery, Department of General Surgery, Cancer Center, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, China
| |
Collapse
|
9
|
Nishioka E, Sofue K, Maruyama K, Ueshima E, Ueno Y, Tsurusaki M, Komatsu S, Fukumoto T, Murakami T. Improved diagnosis of histological capsule in hepatocallular carcinoma by using nonenhancing capsule appearance in addition to enhancing capsule appearance in gadoxetic acid-enhanced MRI. Sci Rep 2023; 13:6113. [PMID: 37059750 PMCID: PMC10104865 DOI: 10.1038/s41598-023-33048-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 04/06/2023] [Indexed: 04/16/2023] Open
Abstract
To assess the value of nonenhancing capsule by adding to enhancing capsule in gadoxetic acid-enhanced MRI (EOB-MRI) in comparison with contrast-enhanced CT (CE-CT) for diagnosing histological capsule in hepatocellular carcinoma (HCC). One-hundred fifty-one patients with HCC who underwent both CE-CT and EOB-MRI were retrospectively reviewed. Liver Imaging-Reporting and Data System (LI-RADS) v2018 imaging features, including enhancing and nonenhancing capsule were evaluated by two readers in CE-CT and EOB-MRI. Frequencies of each imaging feature were compared between CE-CT and EOB-MRI. The area under the receiver operating characteristic (AUC) curve for the diagnosis of histological capsule was compared across the following three imaging criteria: (1) enhancing capsule in CE-CT, (2) enhancing capsule in EOB-MRI, and (3) enhancing/nonenhancing capsule in EOB-MRI. Enhancing capsule in EOB-MRI was significantly less frequently depicted than that in CE-CT (p < 0.001 and = 0.016 for reader 1 and 2). Enhancing/nonenhancing capsule in EOB-MRI achieved a similar frequency of enhancing in CE-CT (p = 0.590 and 0.465 for reader 1 and 2). Adding nonenhancing capsule to enhancing capsule in EOB-MRI significantly increased AUCs (p < 0.001 for both readers) and achieved similar AUCs compared with enhancing capsule in CE-CT (p = 0.470 and 0.666 for reader 1 and 2). Adding nonenhancing capsule to the definition of capsule appearance can improve the diagnosis of capsule in EOB-MRI for the diagnosis of histological capsule in HCC and decrease discordance of capsule appearance between EOB-MRI and CE-CT.
Collapse
Affiliation(s)
- Eiko Nishioka
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Keitaro Sofue
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Japan.
| | - Koji Maruyama
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Eisuke Ueshima
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Yoshiko Ueno
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Masakatsu Tsurusaki
- Department of Radiology, Faculty of Medicine, Kindai University, Osaka-Sayama, Japan
| | - Shohei Komatsu
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Takumi Fukumoto
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Takamichi Murakami
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Japan
| |
Collapse
|
10
|
Cui Q, Wang X, Zhang Y, Shen Y, Qian Y. Macrophage-Derived MMP-9 and MMP-2 are Closely Related to the Rupture of the Fibrous Capsule of Hepatocellular Carcinoma Leading to Tumor Invasion. Biol Proced Online 2023; 25:8. [PMID: 36918768 PMCID: PMC10012540 DOI: 10.1186/s12575-023-00196-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 02/28/2023] [Indexed: 03/16/2023] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is an aggressive tumor with a poor clinical prognosis. Rupture of the fibrous capsule (FC) is a very important clinical phenomenon in the invasion and metastasis of HCC. FC is mainly composed of type I collagen (COL1A1). However, it is not clear what caused the FC rupture. In this study, we aimed to determine whether the rupture of FC in HCC patients was related to macrophage-derived MMP-9 and MMP-2, and their clinical diagnostic value for FC rupture. RESULTS By performing immunohistochemical and immunofluorescence staining of ruptured FC and intact FC, the results showed that the ruptured area of FC aggregated a large number of macrophages with MMP-9 and MMP-2. Western blot analysis and Quantitative real-time PCR were used to assess the expression of MMP-9 and MMP-2 in the ruptured and relatively intact area of FC in ruptured FC patients, and the results revealed a significantly different expression of MMP-9 and MMP-2. ELISA experiments show that we could discriminate effectively between ruptured FC and intact FC by MMP-9 and MMP-2. CONCLUSIONS Taken together, macrophage-derived MMP-9 and MMP-2 were closely related to the rupture of the FC of HCC and subsequently led to the migration and invasion of the tumor cells through the ruptured area of FC to the para cancer. It is suggested that when performing surgical resection, it is necessary to expand the range of tumor resection for patients with ruptured FC and hence reduce the possibility of recurrence and metastasis in HCC patients.
Collapse
Affiliation(s)
- Quanwei Cui
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, 218 JiXi Road, Hefei, Anhui, 230022, China
| | - Xuben Wang
- Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, School of Life Sciences, University of Science and Technology of China, Hefei, Anhui, China
| | - Yongwei Zhang
- Department of General Surgery, Anqing First People's Hospital Affiliated to Anhui Medical University, Anqing, Anhui, 246004, China
| | - Yiqing Shen
- Division of Molecular Medicine, Hefei National Laboratory for Physical Sciences at Microscale, The CAS Key Laboratory of Innate Immunity and Chronic Disease, School of Life Sciences, University of Science and Technology of China, Hefei, Anhui, China
| | - Yeben Qian
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, 218 JiXi Road, Hefei, Anhui, 230022, China.
| |
Collapse
|
11
|
Bo J, Xiang F, XiaoWei F, LianHua Z, YuKun L. Ring-like enhancement on Contrast-Enhanced ultrasound may correlate well with histopathological capsule of Hepatocellular Carcinoma: Comparison with the enhancing capsule on Gadopentetate-enhanced MRI. Eur J Radiol 2023; 162:110762. [PMID: 36934636 DOI: 10.1016/j.ejrad.2023.110762] [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: 12/26/2022] [Revised: 02/09/2023] [Accepted: 02/28/2023] [Indexed: 03/07/2023]
Abstract
PURPOSE To evaluate the correlation of ring-like enhancement (RE) on contrast-enhanced ultrasound with Sonazoid (S-CEUS) with the fibrous capsule of HCC, and compared it with the enhancing capsule on Gadopentetate-enhanced MRI (Gd-MRI). METHOD Consecutive patients with pathologically-proven resected HCCs from January 2021 to December 2021 were reviewed in this retrospective study. Preoperatively, the RE on the S-CEUS and the enhancing capsule on Gd-MRI were evaluated for each lesion. We analyzed the correlation of the presence, integrity, and thickness of imaging features with the histopathological fibrous capsule. The diagnostic performance to recognize the capsule between two modalities was compared by the McNemar test. RESULTS Ninety-one patients (mean age, 58.30 ± 11.13 years; 82 men) with ninety-seven HCCs (mean size, 4.67 ± 2.70 cm) were reviewed. The RE on S-CEUS correlated with the presence of the fibrous capsule (P = 0.006). The sensitivity, specificity, and accuracy were 92.05 %, 44.44 %, and 82.47 %, respectively, which was not different from Gd-MRI (P = 0.388). The integrity of RE in the post-vascular phase correlated with the integrity of the fibrous capsule (P = 0.018), whose diagnostic performance was not statistically different from Gd-MRI (P > 0.999). The thickness shown both on S-CEUS and Gd-MRI was thicker than that in histopathology (P < 0.001), and the thickness on Gd-MRI was not statistically different from that in the vascular phase of S-CEUS (P = 0.563), but thinner than that in the post-vascular phase (P = 0.001). CONCLUSIONS Compared with the Gd-MRI, RE on S-CEUS had a similarly well correlation with the presence and integrity of fibrous capsule of HCC.
Collapse
Affiliation(s)
- Jiang Bo
- Department of ultrasound, The First Medical Centre, Chinese PLA General Hospital, No. 28 of Fuxing Road, Haidian District, Beijing 100853, China.
| | - Fei Xiang
- Department of ultrasound, The First Medical Centre, Chinese PLA General Hospital, No. 28 of Fuxing Road, Haidian District, Beijing 100853, China.
| | - Fan XiaoWei
- Department of pathology, The First Medical Centre, Chinese PLA General Hospital, No. 28 of Fuxing Road, Haidian District, Beijing 100853, China.
| | - Zhu LianHua
- Department of ultrasound, The First Medical Centre, Chinese PLA General Hospital, No. 28 of Fuxing Road, Haidian District, Beijing 100853, China.
| | - Luo YuKun
- Department of ultrasound, The First Medical Centre, Chinese PLA General Hospital, No. 28 of Fuxing Road, Haidian District, Beijing 100853, China.
| |
Collapse
|
12
|
Hwang SH, Rhee H. Radiologic features of hepatocellular carcinoma related to prognosis. JOURNAL OF LIVER CANCER 2023; 23:143-156. [PMID: 37384030 PMCID: PMC10202237 DOI: 10.17998/jlc.2023.02.16] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 01/29/2023] [Accepted: 02/16/2023] [Indexed: 06/30/2023]
Abstract
The cross-sectional imaging findings play a crucial role in the diagnosis of hepatocellular carcinoma (HCC). Recent studies have shown that imaging findings of HCC are not only relevant for the diagnosis of HCC, but also for identifying genetic and pathologic characteristics and determining prognosis. Imaging findings such as rim arterial phase hyperenhancement, arterial phase peritumoral hyperenhancement, hepatobiliary phase peritumoral hypointensity, non-smooth tumor margin, low apparent diffusion coefficient, and the LR-M category of the Liver Imaging-Reporting and Data System have been reported to be associated with poor prognosis. In contrast, imaging findings such as enhancing capsule appearance, hepatobiliary phase hyperintensity, and fat in mass have been reported to be associated with a favorable prognosis. Most of these imaging findings were examined in retrospective, single-center studies that were not adequately validated. However, the imaging findings can be applied for deciding the treatment strategy for HCC, if their significance can be confirmed by a large multicenter study. In this literature, we would like to review imaging findings related to the prognosis of HCC as well as their associated clinicopathological characteristics.
Collapse
Affiliation(s)
- Shin Hye Hwang
- Department of Radiology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Korea
| | - Hyungjin Rhee
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
- Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
- Center for Clinical Imaging Data Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| |
Collapse
|
13
|
Zhang L, Zhang X, Li Q, Makamure J, Liu Z, Zhao D, Li X, Shi H, Zheng C, Liu F, Liang B. Transarterial chemoembolization failure in patients with hepatocellular carcinoma: Incidence, manifestation and risk factors. Clin Res Hepatol Gastroenterol 2023; 47:102071. [PMID: 36539181 DOI: 10.1016/j.clinre.2022.102071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 11/16/2022] [Accepted: 12/16/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND To identify the incidence, manifestation and risk factors of transarterial chemoembolization (TACE) failure defined as untreatable progression (UP) in patients with hepatocellular carcinoma (HCC) on short-term observation. METHODS Patients from two hospitals with HCC treated with TACE were considered. According to the definition of UP, TACE failure was considered to be present in at least one of the following situations: situation I, failure to achieve objective response in the targeted tumor after at least two initial TACE treatments; situation II, failure to achieve objective response in local tumor progression or new intrahepatic tumor after another TACE session; situation III, presence of major progression; and situation IV, presence of impaired liver function or performance status that contraindicates TACE treatment. Patients were assessed for TACE failure on follow-up visits after two or three TACE sessions. Risk factors for TACE failure were evaluated with logistic regression analysis. RESULTS A total of 206 patients were included. TACE failure occurred in 42 (42/206, 20.4%) patients, of whom 21, 1, 4, 0 and 16 patients manifested as situation I, II, III, IV alone, and combination of situation I with the others, respectively. Multivariate analysis showed that tumor without complete capsule (P < .001) and non-smooth margin (P = .004) were independent predictors of the presence of TACE failure. CONCLUSIONS TACE failure was uncommon in patients with HCC, which manifested predominantly as failure of treatment response of the initial intrahepatic tumor. Non-smooth tumor margin and tumors without complete capsule were associated with the presence of TACE failure.
Collapse
Affiliation(s)
- Lijie Zhang
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan 430022, China; Department of Interventional Radiology, The Fifth Medical Center of Chinese, PLA General Hospital, Beijing 100039, PR China
| | - Xin Zhang
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan 430022, China
| | - Qing Li
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan 430022, China
| | - Joyman Makamure
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan 430022, China
| | - Ziyi Liu
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan 430022, China
| | - Dan Zhao
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan 430022, China
| | - Xin Li
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan 430022, China
| | - Heshui Shi
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan 430022, China
| | - Chuansheng Zheng
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan 430022, China
| | - Fengyong Liu
- Department of Interventional Radiology, The Fifth Medical Center of Chinese, PLA General Hospital, Beijing 100039, PR China.
| | - Bin Liang
- Department of Radiology, Hubei Key Laboratory of Molecular Imaging, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Road, Wuhan 430022, China.
| |
Collapse
|
14
|
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.
Collapse
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
| |
Collapse
|
15
|
Yusa T, Yamashita Y, Okabe H, Nakao Y, Itoyama R, Kitano Y, Kaida T, Miyata T, Mima K, Imai K, Hayashi H, Baba H. Survival impact of immune cells infiltrating peritumoral area of hepatocellular carcinoma. Cancer Sci 2022; 113:4048-4058. [PMID: 35611468 PMCID: PMC9746053 DOI: 10.1111/cas.15437] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 05/13/2022] [Accepted: 05/18/2022] [Indexed: 12/16/2022] Open
Abstract
Inflammatory and immune cells in the tumor microenvironment are reported to be associated with tumor progression in several cancers. In total, 225 patients who underwent initial and curative hepatectomy for hepatocellular carcinoma (HCC) from 2004 to 2013 were enrolled in this study. Tumor-associated neutrophils (TANs), M2 macrophages (TAMs; tumor-associated macrophages), CD8+ T cells, and regulatory T cells (Tregs) were evaluated by immunohistochemistry (IHC), and their relationships with patient clinicopathological characteristics and prognosis were evaluated. IHC was performed focusing on TANs first. We could not find a relationship between intratumoral and peritumoral TANs and clinicopathological features except for the fibrous capsule and infiltration of tumors into capsule. Next, TAMs, CD8+ cells and Tregs were evaluated by IHC. At the peritumoral area, TANs and TAMs (r = 0.36, p = 0.001) or Tregs (r = 0.16, p = 0.008) showed a positive correlation, whereas TANs and CD8+ cells showed a negative correlation (r = -0.16, p = 0.02). As for survival outcomes, at the peritumoral area, high TANs (p = 0.0398), low CD8+ cells (p = 0.0275), and high TAMs (p = 0.001) were significantly associated with worse overall survival (OS). In addition, high TANs (p = 0.010), and high TAMs (p = 0.00125) were significantly associated with worse disease-free survival (DFS). Finally, we established a risk signature model by combining the expression patterns of these cells. The high-risk signature group had significantly worse OS (p = 0.0277) and DFS (p = 0.0219) compared with those in the low-risk signature group. Our risk signature based on immune cells at the peritumoral area of the HCC can predict patient prognosis of HCC after curative hepatectomy.
Collapse
Affiliation(s)
- Toshihiko Yusa
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Yo‐ichi Yamashita
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Hirohisa Okabe
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Yosuke Nakao
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Rumi Itoyama
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Yuki Kitano
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Takayoshi Kaida
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Tatsunori Miyata
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Kosuke Mima
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Katsunori Imai
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Hiromitsu Hayashi
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Life SciencesKumamoto UniversityKumamotoJapan
| |
Collapse
|
16
|
Zhong X, Chen L, Long H, Zheng R, Su L, Duan Y, Xie X, Lin M. The "stiff rim" sign of hepatocellular carcinoma on shear wave elastography: correlation with pathological features and potential prognostic value. ABDOMINAL RADIOLOGY (NEW YORK) 2022; 47:4115-4125. [PMID: 35962810 DOI: 10.1007/s00261-022-03628-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 07/01/2022] [Accepted: 07/13/2022] [Indexed: 01/18/2023]
Abstract
PURPOSE To explore the pathologic basis, the influencing factors and potential prognostic value of the stiff rim sign in two-dimensional shear wave elastography (2D-SWE) of hepatocellular carcinoma (HCC). METHODS HCC patients who underwent tumor 2D-SWE examination before resection were prospectively enrolled. The stiff rim sign was defined as increased stiffness in the peritumoral region. Interobserver and intraobserver variability of the stiff rim sign was assessed. The correlation between the stiff rim sign and pathological characteristics was analyzed. Multivariate analysis was performed to examine clinical and radiological factors influencing the appearance of stiff rim sign. The Kaplan-Meier method was used to analyze the relationship between recurrence-free survival (RFS) and the stiff rim sign. RESULTS The stiff rim sign on 2D-SWE was present in 44.7% of HCC lesions. Interobserver agreement and intraobserver agreement for the stiff rim sign were substantial (κ = 0.772) and almost perfect (κ = 0.895), respectively. Pathologically, the stiff rim sign was associated with capsule status, capsule integrity, capsule thickness, proportion of peritumoral fibrous tissue, and peritumoral fibrous arrangement. Multivariate analysis showed that tumor size was an independent clinical predictor for the appearance of stiff rim sign (OR 1.201, p = 0.008). Kaplan-Meier analysis showed RFS was significantly poorer in the stiff rim sign (+) group than the stiff rim sign (-) group in solitary tumors smaller than 5 cm (p = 0.007) and solitary tumors with intratumoral stiffness less than 33.7 kPa (p = 0.007). CONCLUSION The stiff rim sign on 2D-SWE was mainly correlated with peritumoral fibrous tissue status and was a poor prognostic indicator for HCC.
Collapse
Affiliation(s)
- Xian Zhong
- Department of Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan Second Road, Guangzhou, 510080, China
| | - Lili Chen
- Department of Pathology, The First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Second Road, Guangzhou, 510080, China
| | - Haiyi Long
- Department of Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan Second Road, Guangzhou, 510080, China
| | - Ruiying Zheng
- Department of Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan Second Road, Guangzhou, 510080, China
| | - Liya Su
- Department of Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan Second Road, Guangzhou, 510080, China
| | - Yu Duan
- Department of Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan Second Road, Guangzhou, 510080, China
| | - Xiaoyan Xie
- Department of Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan Second Road, Guangzhou, 510080, China
| | - Manxia Lin
- Department of Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan Second Road, Guangzhou, 510080, China.
| |
Collapse
|
17
|
Sun SW, Xu X, Liu QP, Chen JN, Zhu FP, Liu XS, Zhang YD, Wang J. LiSNet: An artificial intelligence -based tool for liver imaging staging of hepatocellular carcinoma aggressiveness. Med Phys 2022; 49:6903-6913. [PMID: 36134900 DOI: 10.1002/mp.15972] [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: 02/26/2022] [Revised: 08/01/2022] [Accepted: 08/30/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Presurgical assessment of hepatocellular carcinoma (HCC) aggressiveness can benefit patients' treatment options and prognosis. PURPOSE To develop an artificial intelligence (AI) tool, namely, LiSNet, in the task of scoring and interpreting HCC aggressiveness with computed tomography (CT) imaging. METHODS A total of 358 patients with HCC undergoing curative liver resection were retrospectively included. Three subspecialists were recruited to pixel-wise annotate and grade tumor aggressiveness based on CT imaging. LiSNet was trained and validated in 193 and 61 patients with a deep neural network to emulate the diagnostic acumen of subspecialists for staging HCC. The test set comprised 104 independent patients. We subsequently compared LiSNet with an experience-based binary diagnosis scheme and human-AI partnership that combined binary diagnosis and LiSNet for assessing tumor aggressiveness. We also assessed the efficiency of LiSNet for predicting survival outcomes. RESULTS At the pixel-wise level, the agreement rate of LiSNet with subspecialists was 0.658 (95% confidence interval [CI]: 0.490-0.779), 0.595 (95% CI: 0.406-0.734), and 0.369 (95% CI: 0.134-0.566), for scoring HCC aggressiveness grades I, II, and III, respectively. Additionally, LiSNet was comparable to subspecialists for predicting histopathological microvascular invasion (area under the curve: LiSNet: 0.668 [95% CI: 0.559-0.776] versus subspecialists: 0.699 [95% CI: 0.591-0.806], p > 0.05). In a human-AI partnered diagnosis, combining LiSNet and experience-based binary diagnosis can achieve the best predictive ability for microvascular invasion (area under the curve: 0.705 [95% CI: 0.589-0.820]). Furthermore, LiSNet was able to indicate overall survival after surgery. CONCLUSION The designed LiSNet tool warrants evaluation as an alternative tool for radiologists to conduct automatic staging of HCC aggressiveness at the pixel-wise level with CT imaging. Its prognostic value might benefit patients' treatment options and survival prediction.
Collapse
Affiliation(s)
- Shu Wen Sun
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Xun Xu
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Qiu Ping Liu
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Jie Neng Chen
- The College of Electronics and Information Engineering, Tongji University, Shanghai, China
| | - Fei Peng Zhu
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Xi Sheng Liu
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Yu Dong Zhang
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Jie Wang
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| |
Collapse
|
18
|
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.
Collapse
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
| |
Collapse
|
19
|
Petukhova-Greenstein A, Zeevi T, Yang J, Chai N, DiDomenico P, Deng Y, Ciarleglio M, Haider SP, Onyiuke I, Malpani R, Lin M, Kucukkaya AS, Gottwald LA, Gebauer B, Revzin M, Onofrey J, Staib L, Gunabushanam G, Taddei T, Chapiro J. MR Imaging Biomarkers for the Prediction of Outcome after Radiofrequency Ablation of Hepatocellular Carcinoma: Qualitative and Quantitative Assessments of the Liver Imaging Reporting and Data System and Radiomic Features. J Vasc Interv Radiol 2022; 33:814-824.e3. [PMID: 35460887 PMCID: PMC9335926 DOI: 10.1016/j.jvir.2022.04.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 02/28/2022] [Accepted: 04/08/2022] [Indexed: 12/24/2022] Open
Abstract
PURPOSE To assess the Liver Imaging Reporting and Data System (LI-RADS) and radiomic features in pretreatment magnetic resonance (MR) imaging for predicting progression-free survival (PFS) in patients with nodular hepatocellular carcinoma (HCC) treated with radiofrequency (RF) ablation. MATERIAL AND METHODS Sixty-five therapy-naïve patients with 85 nodular HCC tumors <5 cm in size were included in this Health Insurance Portability and Accountability Act-compliant, institutional review board-approved, retrospective study. All patients underwent RF ablation as first-line treatment and demonstrated complete response on the first follow-up imaging. Gadolinium-enhanced MR imaging biomarkers were analyzed for LI-RADS features by 2 board-certified radiologists or by analysis of nodular and perinodular radiomic features from 3-dimensional segmentations. A radiomic signature was calculated with the most informative features of a least absolute shrinkage and selection operator Cox regression model using leave-one-out cross-validation. The association between both LI-RADS features and radiomic signatures with PFS was assessed via the Kaplan-Meier analysis and a weighted log-rank test. RESULTS The median PFS was 19 months (95% confidence interval, 16.1-19.4) for a follow-up period of 24 months. Multifocality (P = .033); the appearance of capsular continuity, compared with an absent or discontinuous capsule (P = .012); and a higher radiomic signature based on nodular and perinodular features (P = .030) were associated with poorer PFS in early-stage HCC. The observation size, presence of arterial hyperenhancement, nonperipheral washout, and appearance of an enhancing "capsule" were not associated with PFS (P > .05). CONCLUSIONS Although multifocal HCC clearly indicates a more aggressive phenotype even in early-stage disease, the continuity of an enhancing capsule and a higher radiomic signature may add value as MR imaging biomarkers for poor PFS in HCC treated with RF ablation.
Collapse
Affiliation(s)
- Alexandra Petukhova-Greenstein
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; Charité Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Institute of Radiology, Berlin, Germany
| | - Tal Zeevi
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut
| | - Junlin Yang
- Department of Biomedical Engineering, Yale School of Engineering and Applied Science, New Haven, Connecticut
| | - Nathan Chai
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut
| | - Paul DiDomenico
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; VA Connecticut Healthcare System, West Haven, Connecticut
| | - Yanhong Deng
- Department of Biostatistics, Yale University School of Public Health, New Haven, Connecticut
| | - Maria Ciarleglio
- Department of Biostatistics, Yale University School of Public Health, New Haven, Connecticut
| | - Stefan P Haider
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut
| | | | - Rohil Malpani
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut
| | - MingDe Lin
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; Visage Imaging, Inc., San Diego, California
| | - Ahmet S Kucukkaya
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; Charité Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Institute of Radiology, Berlin, Germany
| | - Luzie A Gottwald
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; Charité Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Institute of Radiology, Berlin, Germany
| | - Bernhard Gebauer
- Charité Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Institute of Radiology, Berlin, Germany
| | - Margarita Revzin
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut
| | - John Onofrey
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; Department of Urology, Yale School of Medicine, New Haven, Connecticut
| | - Lawrence Staib
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; Department of Biomedical Engineering, Yale School of Engineering and Applied Science, New Haven, Connecticut
| | - Gowthaman Gunabushanam
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; VA Connecticut Healthcare System, West Haven, Connecticut
| | - Tamar Taddei
- Department of Internal Medicine, Section of Digestive Diseases, Yale School of Medicine, New Haven, Connecticut; VA Connecticut Healthcare System, West Haven, Connecticut
| | - Julius Chapiro
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut.
| |
Collapse
|
20
|
Meyer YM, Beumer BR, Höppener DJ, Nierop PMH, Doukas M, de Wilde RF, Sprengers D, Vermeulen PB, Verhoef C, IJzermans JNM. Histopathological growth patterns modify the prognostic impact of microvascular invasion in non-cirrhotic hepatocellular carcinoma. HPB (Oxford) 2022; 24:507-515. [PMID: 34393042 DOI: 10.1016/j.hpb.2021.07.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 06/19/2021] [Accepted: 07/16/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Microvascular invasion (MVI) is an established prognosticator in hepatocellular carcinoma (HCC). Histopathological growth patterns (HGPs) classify the invasive margin of hepatic tumors, with superior survival observed for the desmoplastic HGP. Our aim was to investigate non-cirrhotic HCC in light of MVI and the HGP. METHODS A retrospective cohort study was performed in resected non-cirrhotic HCC. MVI was assessed prospectively. The HGP was determined retrospectively, blinded, and according to guidelines. Overall and disease-free survival (OS, DFS) were evaluated by Kaplan-Meier and multivariable Cox regression. RESULTS The HGP was determined in 155 eligible patients, 55 (35%) featured a desmoplastic HGP. MVI was observed in 92 (59%) and was uncorrelated with HGP (64% vs 57%, p = 0.42). On multivariable analysis, non-desmoplastic and MVI-positive were associated with an adjusted HR [95%CI] of 1.61 [0.98-2.65] and 3.22 [1.89-5.51] for OS, and 1.59 [1.05-2.41] and 2.30 [1.52-3.50] for DFS. Effect modification for OS existed between HGP and MVI (p < 0.01). Non-desmoplastic MVI-positive patients had a 5-year OS of 36% (HR: 5.21 [2.68-10.12]), compared to 60% for desmoplastic regardless of MVI (HR: 2.12 [1.08-4.18]), and 86% in non-desmoplastic MVI-negative. CONCLUSION HCCs in non-cirrhotic livers display HGPs which may be of prognostic importance, especially when combined with MVI.
Collapse
Affiliation(s)
- Yannick M Meyer
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Berend R Beumer
- Erasmus MC Transplant Institute, Department of Surgery, Division of HPB & Transplant Surgery, Rotterdam, the Netherlands
| | - Diederik J Höppener
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Pieter M H Nierop
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Michail Doukas
- Department of Pathology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Roeland F de Wilde
- Erasmus MC Transplant Institute, Department of Surgery, Division of HPB & Transplant Surgery, Rotterdam, the Netherlands
| | - Dave Sprengers
- Department of Gastroenterology and Hepatology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Peter B Vermeulen
- Translational Cancer Research Unit (GZA Hospitals and University of Antwerp), Antwerp, Belgium
| | - Cornelis Verhoef
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Jan N M IJzermans
- Erasmus MC Transplant Institute, Department of Surgery, Division of HPB & Transplant Surgery, Rotterdam, the Netherlands.
| |
Collapse
|
21
|
Zeng J, Zeng J, Liu J, Zeng J. Development of pre and post-operative nomograms to predict individual survival for ideal liver resection candidates with hepatocellular carcinoma. Liver Int 2021; 41:2974-2985. [PMID: 34416088 DOI: 10.1111/liv.15042] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 07/28/2021] [Accepted: 08/11/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Liver resection is currently the only recommended treatment option for solitary hepatocellular carcinoma (HCC) at an early stage, with well-preserved liver function and no clinically significant portal hypertension. However, this population is heterogeneous, rendering it crucial to develop a risk stratification tool. Therefore, this study aimed to develop preoperative and post-operative nomograms to predict individual survival and stratify patient risk in the ideal candidates for liver resection. METHODS A total of 1405 ideal liver resection candidates were recruited. Independent risk factors were identified by Cox regression model and used to establish two ideal liver resection for overall survival (IROS) nomograms in training cohort. Model performance was assessed by discrimination, calibration, clinical usefulness. The two model also compared with six other prognostic nomograms and six other staging systems. RESULTS Multivariate COX analysis revealed that ALP, ln(AFP), NrLR, PNI, ln(tumor size), microvascular invasion, Edmondson-Steiner grade and tumour capsular were the independent risk factors associated with mortality. 5 preoperative variables were incorporated to construct IROS-pre model; All eight available variables were used to draw IROS-post model. The C-index, K-index, time-dependent AUC and DCA of the two models showed significantly better predictive performances than other models. The models could stratify patients into three different risk groups. The web-based tools are convenient for clinical practice. CONCLUSIONS These two nomograms were developed to estimate survival probability and stratify three strata with significantly different outcomes, outperforming other models in training and validation cohorts, as well as different subgroups. Both IROS models will help guide individualized follow-up.
Collapse
Affiliation(s)
- Jinshu Zeng
- Department of Ultrasonic Medical, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China.,The Liver Center of Fujian Province, Fujian Medical University, Fuzhou, China
| | - Jianxing Zeng
- The Liver Center of Fujian Province, Fujian Medical University, Fuzhou, China.,Department of Hepatobiliary Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China.,Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Jingfeng Liu
- The Liver Center of Fujian Province, Fujian Medical University, Fuzhou, China.,Department of Hepatobiliary Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China.,Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Jinhua Zeng
- The Liver Center of Fujian Province, Fujian Medical University, Fuzhou, China.,Department of Hepatobiliary Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China.,Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| |
Collapse
|
22
|
Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma. Br J Cancer 2021; 126:211-218. [PMID: 34686780 PMCID: PMC8770679 DOI: 10.1038/s41416-021-01577-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 08/16/2021] [Accepted: 09/30/2021] [Indexed: 12/24/2022] Open
Abstract
Aims To investigate the prognostic value of baseline imaging features for overall survival (OS) and liver decompensation (LD) in patients with hepatocellular carcinoma (HCC). Design Patients with advanced HCC from the SORAMIC trial were evaluated in this post hoc analysis. Several radiological imaging features were collected from baseline computed tomography (CT) and magnetic resonance imaging (MRI) imaging, besides clinical values. The prognostic value of these features for OS and LD (grade 2 bilirubin increase) was quantified with univariate Cox proportional hazard models and multivariate Least Absolute Shrinkage and Selection Operator (LASSO) regression. Results Three hundred and seventy-six patients were included in this study. The treatment arm was not correlated with OS. LASSO showed satellite lesions, atypical HCC, peritumoral arterial enhancement, larger tumour size, higher albumin–bilirubin (ALBI) score, liver–spleen ratio <1.5, ascites, pleural effusion and higher bilirubin values were predictors of worse OS, and higher relative liver enhancement, smooth margin and capsule were associated with better OS. LASSO analysis for LD showed satellite lesions, peritumoral hypointensity in hepatobiliary phase, high ALBI score, higher bilirubin values and ascites were predictors of LD, while randomisation to sorafenib arm was associated with lower LD. Conclusions Imaging features showing aggressive tumour biology and poor liver function, in addition to clinical parameters, can serve as imaging biomarkers for OS and LD in patients receiving sorafenib and selective internal radiation therapy for HCC.
Collapse
|
23
|
Savier E, Simon-Gracia L, Charlotte F, Tuffery P, Teesalu T, Scatton O, Rebollo A. Bi-Functional Peptides as a New Therapeutic Tool for Hepatocellular Carcinoma. Pharmaceutics 2021; 13:pharmaceutics13101631. [PMID: 34683924 PMCID: PMC8541685 DOI: 10.3390/pharmaceutics13101631] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 09/29/2021] [Accepted: 09/30/2021] [Indexed: 12/13/2022] Open
Abstract
Background: The interfering peptides that block protein–protein interactions have been receiving increasing attention as potential therapeutic tools. Methods: We measured the internalization and biological effect of four bi-functional tumor-penetrating and interfering peptides into primary hepatocytes isolated from three non-malignant and 11 hepatocellular carcinomas. Results: These peptides are internalized in malignant hepatocytes but not in non-malignant cells. Furthermore, the degree of peptide internalization correlated with receptor expression level and tumor aggressiveness levels. Importantly, penetration of the peptides iRGD-IP, LinTT1-IP, TT1-IP, and RPARPAR-IP induced apoptosis of the malignant hepatocytes without effect on non-malignant cells. Conclusion: Receptor expression levels correlated with the level of peptide internalization and aggressiveness of the tumor. This study highlights the potential to exploit the expression of tumor-penetrating peptide receptors as a predictive marker of liver tumor aggressiveness. These bi-functional peptides could be developed for personalized tumor treatment.
Collapse
Affiliation(s)
- Eric Savier
- Department of Hepatobiliary and Liver Transplantation Surgery, AP-HP, Pitié–Salpêtrière Hospital, Sorbonne Université, 75006 Paris, France; (E.S.); (O.S.)
- Sant Antoine Research Center (CRSA), Institut Nationale de la Santé et la Recherche Médicale (Inserm), Institute of Cardiometabolism and Nutrition (ICAN), Sorbonne Université, 75006 Paris, France
| | - Lorena Simon-Gracia
- Laboratory of Precision and Nanomedicine, Institute of Biomedicine and Translational Medicine, University of Tartu, 50090 Tartu, Estonia; (L.S.-G.); (T.T.)
| | - Frederic Charlotte
- Department of Pathology, AP-HP, Pitié–Salpêtrière Hospital, 75006 Paris, France;
| | - Pierre Tuffery
- Biologie Fontionelle Adaptative (BFA), Unité Mixte de Recherche (UMR) 8251, Centre National de la Recherche Scientifique (CNRS) ERL U1133, Inserm, Université de Paris, 75006 Paris, France;
| | - Tambet Teesalu
- Laboratory of Precision and Nanomedicine, Institute of Biomedicine and Translational Medicine, University of Tartu, 50090 Tartu, Estonia; (L.S.-G.); (T.T.)
- Center for Nanomedicine and Department of Cell, Molecular and Developmental Biology, University of California, Santa Barbara, CA 93106, USA
| | - Olivier Scatton
- Department of Hepatobiliary and Liver Transplantation Surgery, AP-HP, Pitié–Salpêtrière Hospital, Sorbonne Université, 75006 Paris, France; (E.S.); (O.S.)
- Sant Antoine Research Center (CRSA), Institut Nationale de la Santé et la Recherche Médicale (Inserm), Institute of Cardiometabolism and Nutrition (ICAN), Sorbonne Université, 75006 Paris, France
| | - Angelita Rebollo
- Faculté de Pharmacie, Unité des Technologies Chimiques et Biologiques pour la Santé (UTCBS), Inserm U1267, Centre National de la Recherche Scientifique CNRS UMR8258, Université de Paris, 75006 Paris, France
- Correspondence:
| |
Collapse
|
24
|
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.
Collapse
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.)
| |
Collapse
|
25
|
Zhou Z, Qi L, Mo Q, Liu Y, Zhou X, Zhou Z, Liang X, Feng S, Yu H. Effect of surgical margin on postoperative prognosis in patients with solitary hepatocellular carcinoma: A propensity score matching analysis. J Cancer 2021; 12:4455-4462. [PMID: 34149909 PMCID: PMC8210564 DOI: 10.7150/jca.57896] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 05/13/2021] [Indexed: 12/24/2022] Open
Abstract
Objective: The effect of surgical margin (SM) on the postoperative prognosis of patients with solitary hepatocellular carcinoma (HCC) remains controversial. This study aimed to evaluate the effect of SM on the postoperative prognosis of patients with solitary HCC by using propensity score matching (PSM). Methods: Patients with solitary HCC who underwent liver resection were divided into a wide margin group (1.0 cm or more, group W) and a narrow margin group (< 1.0 cm, group N). Progression-free survival (PFS) and overall survival (OS) associated with the SM status and the factors influencing postoperative prognosis were evaluated. Results: Before PSM, the indicators were not balanced between the two groups. PFS and OS were significantly lower in group N than group W. The factors affecting postoperative prognosis were international normalized ratio (INR), AST, capsule integrity, microvascular invasion, tumour embolus and tumour size. After PSM, data of both groups were balanced and comparable, and no significant differences in OS or PFS between the two groups. The INR in the above affecting factors was excluded. Conclusion: For solitary HCC patients with negative SMs, SM size does not affect prognosis. INR, AST, capsule integrity, microvascular invasion, tumour embolus and tumour size are independent factors influencing the postoperative prognosis of solitary HCC patients.
Collapse
Affiliation(s)
- Zewen Zhou
- Guangxi Medical University Cancer Hospital, Nanning 530021, China.,School of Public Health, Guangxi Medical University, Nanning 530021, China
| | - Lunan Qi
- Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Qiuyan Mo
- Guangxi Medical University Cancer Hospital, Nanning 530021, China.,School of Public Health, Guangxi Medical University, Nanning 530021, China
| | - Yingchun Liu
- Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Xianguo Zhou
- Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Zihan Zhou
- Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Xiumei Liang
- Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Shixiong Feng
- Guangxi Medical University Cancer Hospital, Nanning 530021, China.,School of Public Health, Guangxi Medical University, Nanning 530021, China
| | - Hongping Yu
- Guangxi Medical University Cancer Hospital, Nanning 530021, China.,School of Public Health, Guangxi Medical University, Nanning 530021, China
| |
Collapse
|
26
|
Kurebayashi Y, Kubota N, Sakamoto M. Immune microenvironment of hepatocellular carcinoma, intrahepatic cholangiocarcinoma and liver metastasis of colorectal adenocarcinoma: Relationship with histopathological and molecular classifications. Hepatol Res 2021; 51:5-18. [PMID: 32573056 DOI: 10.1111/hepr.13539] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 06/13/2020] [Accepted: 06/18/2020] [Indexed: 01/24/2023]
Abstract
Tumor tissue is composed of tumor cells and tumor stroma. Tumor stroma contains various immune cells and non-immune stromal cells, forming a complex tumor microenvironment which plays pivotal roles in regulating tumor growth. Recent successes in immunotherapies against tumors, including immune checkpoint inhibitors, have further raised interests in the immune microenvironment of liver carcinoma. The immune microenvironment of tumors is formed because of interactions among tumor cells, immune cells and non-immune stromal cells, including fibroblasts and endothelial cells. Different patterns of immune microenvironment are observed among different tumor subtypes, and their clinicopathological significance and intertumor/intratumor heterogeneity are being intensively studied. Here, we review the immune microenvironment of hepatocellular carcinoma, intrahepatic cholangiocarcinoma and liver metastasis of colorectal adenocarcinoma, focusing on its histopathological appearance, clinicopathological significance, and relationship with histological and molecular classifications. Understanding the comprehensive histopathological picture of a tumor immune microenvironment, in addition to molecular and genetic approaches, will further potentiate the effort for precision medicine in the era of tumor-targeting immunotherapy.
Collapse
Affiliation(s)
- Yutaka Kurebayashi
- Department of Pathology, Keio University School of Medicine.,Molecular Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Naoto Kubota
- Department of Pathology, Keio University School of Medicine
| | | |
Collapse
|
27
|
Wei H, Jiang H, Liu X, Qin Y, Zheng T, Liu S, Zhang X, Song B. Can LI-RADS imaging features at gadoxetic acid-enhanced MRI predict aggressive features on pathology of single hepatocellular carcinoma? Eur J Radiol 2020; 132:109312. [PMID: 33022551 DOI: 10.1016/j.ejrad.2020.109312] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 08/16/2020] [Accepted: 09/24/2020] [Indexed: 02/05/2023]
Abstract
PURPOSE To investigate whether Liver Imaging Reporting and Data System (LI-RADS) imaging features at preoperative gadoxetic acid-enhanced MRI can predict microvascular invasion (MVI) and histologic grade of hepatocellular carcinoma (HCC) and to evaluate their associations with recurrence after curative resection of single HCC. MATERIALS AND METHODS From July 2015 to September 2018, 111 consecutive patients with pathologically confirmed HCC who underwent gadoxetic acid-enhanced MRI within 1 month before surgery were included in this retrospective study. Significant MRI findings and clinical parameters for predicting MVI, high-grade HCCs and postoperative recurrence were identified by logistic regression model and Cox proportional hazards model. RESULTS Twenty-six of 111 (23.4 %) patients had MVI and 36 of 111 (32.4 %) patients had high-grade HCCs, whereas 44 of 95 (46.3 %) patients experienced recurrence. Tumor size > 5 cm (OR = 9.852; p < 0.001) and absence of nodule-in-nodule architecture (OR = 8.302; p = 0.001) were independent predictors of MVI. Enhancing capsule (OR = 4.396; p = 0.004) and corona enhancement (OR = 3.765; p = 0.021) were independent predictors of high-grade HCCs. Blood products in mass (HR = 2.275; p = 0.009), corona enhancement (HR = 4.332; p < 0.001), and serum AFP level > 400 ng/mL (HR = 2.071; p = 0.023) were independent predictors of recurrence. CONCLUSION LI-RADS imaging features can be used as potential biomarkers for predicting aggressive pathologic features and recurrence of HCC. The identification of prognostic LI-RADS imaging features may facilitate the selection of surgical candidates and optimize the management of HCC patients.
Collapse
Affiliation(s)
- Hong Wei
- Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Hanyu Jiang
- Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Xijiao Liu
- Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Yun Qin
- Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Tianying Zheng
- Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | | | | | - Bin Song
- Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China.
| |
Collapse
|
28
|
Sala M, Ros M, Saltel F. A Complex and Evolutive Character: Two Face Aspects of ECM in Tumor Progression. Front Oncol 2020; 10:1620. [PMID: 32984031 PMCID: PMC7485352 DOI: 10.3389/fonc.2020.01620] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 07/27/2020] [Indexed: 12/24/2022] Open
Abstract
Tumor microenvironment, including extracellular matrix (ECM) and stromal cells, is a key player during tumor development, from initiation, growth and progression to metastasis. During all of these steps, remodeling of matrix components occurs, changing its biochemical and physical properties. The global and basic cancer ECM model is that tumors are surrounded by activated stromal cells, that remodel physiological ECM to evolve into a stiffer and more crosslinked ECM than in normal conditions, thereby increasing invasive capacities of cancer cells. In this review, we show that this too simple model does not consider the complexity, specificity and heterogeneity of each organ and tumor. First, we describe the general ECM in context of cancer. Then, we go through five invasive and most frequent cancers from different origins (breast, liver, pancreas, colon, and skin), and show that each cancer has its own specific matrix, with different stromal cells, ECM components, biochemical properties and activated signaling pathways. Furthermore, in these five cancers, we describe the dual role of tumor ECM: as a protective barrier against tumor cell proliferation and invasion, and as a major player in tumor progression. Indeed, crosstalk between tumor and stromal cells induce changes in matrix organization by remodeling ECM through invadosome formation in order to degrade it, promoting tumor progression and cell invasion. To sum up, in this review, we highlight the specificities of matrix composition in five cancers and the necessity not to consider the ECM as one general and simple entity, but one complex, dynamic and specific entity for each cancer type and subtype.
Collapse
|
29
|
Chou YC, Lao IH, Hsieh PL, Su YY, Mak CW, Sun DP, Sheu MJ, Kuo HT, Chen TJ, Ho CH, Kuo YT. Gadoxetic acid-enhanced magnetic resonance imaging can predict the pathologic stage of solitary hepatocellular carcinoma. World J Gastroenterol 2019; 25:2636-2649. [PMID: 31210715 PMCID: PMC6558433 DOI: 10.3748/wjg.v25.i21.2636] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 04/30/2019] [Accepted: 05/08/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Although important for determining long-term outcome, pathologic stage of hepatocellular carcinoma (HCC) is difficult to predict before surgery. Current state-of-the-art magnetic resonance imaging (MRI) using gadoxetic acid provides many imaging features that could potentially be used to classify single HCC as pT1 or pT2.
AIM To determine which gadoxetic acid-enhanced MRI (EOB-MRI) findings predict pathologic stage T2 in patients with solitary HCC (cT1).
METHODS Pre-operative EOB-MRI findings were reviewed in a retrospective cohort of patients with solitary HCC. The following imaging features were examined: Hyperintensity in unenhanced T2-weighted images, hypointensity in unenhanced T1-weighted images, arterial enhancement, corona enhancement, washout appearance, capsular appearance, hypointensity in the tumor tissue during the hepatobiliary (HB) phase, peritumoral hypointensity in the HB phase, hypointense rim in the HB phase, intratumoral fat, hyperintensity on diffusion-weighted imaging, hypointensity on apparent diffusion coefficient map, mosaic appearance, nodule-in-nodule appearance, and the margin (smooth or irregular). Surgical pathology was used as the reference method for tumor staging. Univariate and multivariate analyses were performed to identify predictors of microvascular invasion or satellite nodules.
RESULTS There were 39 (34.2%; 39 of 114) and 75 (65.8%; 75 of 114) pathological stage T2 and T1 HCCs, respectively. Large tumor size (≥ 2.3 cm) and two MRI findings, i.e., corona enhancement [odds ratio = 2.67; 95% confidence interval: 1.101-6.480] and peritumoral hypointensity in HB phase images (odds ratio = 2.203; 95% confidence interval: 0.961-5.049) were associated with high risk of pT2 HCC. The positive likelihood ratio was 6.25 (95% confidence interval: 1.788-21.845), and sensitivity of EOB-MRI for detecting pT2 HCC was 86.2% when two or three of these MRI features were present. Small tumor size and hypointense rim in the HB phase were regarded as benign features. Small HCCs with hypointense rim but not associated with aggressive features were mostly pT1 lesions (specificity, 100%).
CONCLUSION Imaging features on EOB-MRI could potentially be used to predict the pathologic stage of solitary HCC (cT1) as pT1 or pT2.
Collapse
Affiliation(s)
- Yi-Chen Chou
- Department of Medical Imaging, Chi Mei Medical Center, Tainan 710, Taiwan
| | - I-Ha Lao
- Department of Medical Imaging, Chi Mei Medical Center, Tainan 710, Taiwan
- Biomedical Sciences, National Sun Yat-sen University, Kaohsiung 804, Taiwan
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Pei-Ling Hsieh
- Department of Medical Imaging, Chi Mei Medical Center, Tainan 710, Taiwan
| | - Ying-Ying Su
- Department of Medical Imaging, Chi Mei Medical Center, Tainan 710, Taiwan
| | - Chee-Wai Mak
- Department of Medical Imaging, Chi Mei Medical Center, Tainan 710, Taiwan
| | - Ding-Ping Sun
- Department of Surgery, Chi Mei Medical Center, Tainan 710, Taiwan
- Department of Food Science and Technology, Chia Nan University of Pharmacy and Science, Tainan 717, Taiwan
| | - Ming-Jen Sheu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Chi Mei Medical Center, Tainan 710, Taiwan
- Department of Medicinal Chemistry, Chia Nan University of Pharmacy and Science, Tainan 717, Taiwan
| | - Hsing-Tao Kuo
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Chi Mei Medical Center, Tainan 710, Taiwan
- Department of Senior Citizen Service Management, Chia Nan University of Pharmacy and Science, Tainan 717, Taiwan
| | - Tzu-Ju Chen
- Department of Pathology, Chi-Mei Medical Center, Tainan 710, Taiwan
- Department of Optometry, Chung Hwa University of Medical Technology, Tainan 717, Taiwan
- Institute of Biomedical Sciences, National Sun Yat-sen University, Kaohsiung 804, Taiwan
| | - Chung-Han Ho
- Department of Medical Research, Chi-Mei Medical Center, Tainan 710, Taiwan
- Department of Hospital and Health Care Administration, Chia Nan University of Pharmacy and Science, Tainan 717, Taiwan
| | - Yu-Ting Kuo
- Department of Medical Imaging, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan
- Department of Radiology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| |
Collapse
|
30
|
Huang K, Dong Z, Cai H, Huang M, Peng Z, Xu L, Jia Y, Song C, Li ZP, Feng ST. Imaging biomarkers for well and moderate hepatocellular carcinoma: preoperative magnetic resonance image and histopathological correlation. BMC Cancer 2019; 19:364. [PMID: 30999947 PMCID: PMC6472074 DOI: 10.1186/s12885-019-5574-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 04/03/2019] [Indexed: 12/20/2022] Open
Abstract
Background Our aim of the study is to investigate the feasibility of preoperative prediction for hepatocellular carcinoma (HCC) histological grading using gadoxetic acid-enhanced magnetic resonance imaging (MRI). Methods This study included one hundred and fifty-six patients with solitary HCC. Preoperative gadoxetic acid-enhanced MRI findings were retrospectively analyzed. MRI qualitative features such as tumor size, margin, capsule status, signal homogeneity, intratumoral vessels, peritumoral enhancement during mid-arterial phase, peritumoral hypointensity during the hepatobiliary phase (HBP) were investigated. Apparent diffusion coefficients (ADCs), T1 reduction ratio of pre- and post-contrast enhanced images of the tumors were calculated. HCC histological grading in surgical specimens were confirmed by Edmonson’s criteria. Correlations between these MRI features and HCC histological grading were analyzed using multivariate logistic regression. The receiver operating characteristic (ROC) curve was used to assess the predictive efficacy of the model. Results Univariate analysis showed that maximum tumor diameter (p = 0.004), tumor margin (p = 0.006), intratumoral vessels (p = 0.001) and peritumoral hypointensity during HBP (p = 0.000), were significantly correlated with HCC histological grading. There was no relationship between capsule, tumor signal, venous thrombosis, peritumoral enhancement during mid-arterial phase, ADC value, T1 reduction ratio, and HCC histological grading. Multivariate logistic regression analysis demonstrated that the maximum tumor diameter (p = 0.012, odds ratio = 1.002, 95% confidence interval: 1.007–1.046)) was an independent risk factor for high grade HCC. Conclusions Greater tumor size, a more irregular margin, presence of intratumoral vessels, and peritumoral hypointensity during HBP were indicators for high grade HCC. The maximum tumor diameter was an independent risk factor for high grade HCC. Electronic supplementary material The online version of this article (10.1186/s12885-019-5574-8) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Kun Huang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 510080, Guangdong, China.,Department of Radiology, Guizhou Provincial People's Hospital, No. 83 East, Zhongshan Road, Guiyang, 550002, Guizhou, China
| | - Zhi Dong
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Huasong Cai
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Mengqi Huang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Zhenpeng Peng
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Ling Xu
- Faculty of Medicine and Dentistry, University of Western Australia, Perth, Australia
| | - Yingmei Jia
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Chenyu Song
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 510080, Guangdong, China
| | - Zi-Ping Li
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 510080, Guangdong, China.
| | - Shi-Ting Feng
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 510080, Guangdong, China.
| |
Collapse
|
31
|
Yi PS, Wu B, Deng DW, Zhang GN, Li JS. Positive expression of ZNF689 indicates poor prognosis of hepatocellular carcinoma. Oncol Lett 2018; 16:5122-5130. [PMID: 30250580 PMCID: PMC6144284 DOI: 10.3892/ol.2018.9295] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2017] [Accepted: 06/01/2018] [Indexed: 12/22/2022] Open
Abstract
The objective of the present study was to investigate the association between zinc finger protein (ZNF) 689 expression and the clinicopathological features and prognosis of hepatocellular carcinoma (HCC). A total of 102 paired HCC and paired non-cancerous tissues, and 16 normal liver tissues were collected. ZNF689 expression was examined in HCC tissues, paired-noncancerous tissues, and normal liver tissues using RT-qPCR and immunohistochemistry analysis, and the association between ZNF689 expression and HCC prognosis was analyzed using the Kaplan-Meier method. ZNF689 expression was not significantly different between HCC tissues and paired-noncancerous tissues (P=0.61). ZNF689 expression in HCC and paired-noncancerous tissues was significantly increased compared with that in normal liver tissues (P<0.01). Positive expression of ZNF689 protein in HCC was significantly associated with a tumor size of ≥10 cm, tumor capsule infiltration, and microvascular invasion (P<0.05). Positive expression of ZNF689 was a prognostic factor for overall survival time [hazard ratio (HR):1.961; P=0.048] and progression-free survival time (HR:1.902; P=0.041). ZNF689 maybe a novel predictor for prognosis of patients with HCC.
Collapse
Affiliation(s)
- Peng Sheng Yi
- Department of Hepato-Biliary-Pancrease, Institute of General Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 639000, P.R. China
| | - Bin Wu
- Department of Hepato-Biliary-Pancrease, Institute of General Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 639000, P.R. China
| | - Da Wei Deng
- Department of Hepato-Biliary-Pancrease, Institute of General Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 639000, P.R. China
| | - Guang Nian Zhang
- Department of Hepato-Biliary-Pancrease, Institute of General Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 639000, P.R. China
| | - Jian Shui Li
- Department of Hepato-Biliary-Pancrease, Institute of General Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan 639000, P.R. China
| |
Collapse
|
32
|
Ye JZ, Chen JZ, Li ZH, Bai T, Chen J, Zhu SL, Li LQ, Wu FX. Efficacy of postoperative adjuvant transcatheter arterial chemoembolization in hepatocellular carcinoma patients with microvascular invasion. World J Gastroenterol 2017; 23:7415-7424. [PMID: 29151695 PMCID: PMC5685847 DOI: 10.3748/wjg.v23.i41.7415] [Citation(s) in RCA: 73] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 09/09/2017] [Accepted: 09/19/2017] [Indexed: 02/06/2023] Open
Abstract
AIM To investigate the efficacy and safety of postoperative adjuvant transcatheter arterial chemoembolization (PA-TACE) in preventing tumor recurrence and improving survival in Barcelona Clinic Liver Cancer (BCLC) early (A) and intermediate (B) stage hepatocellular carcinoma (HCC) patients with microvascular invasion (MVI).
METHODS A total of 519 BCLC A or B HCC patients treated by liver resection alone or followed by PA-TACE between January 2012 and December 2015 were studied retrospectively. Univariate and multivariate analyses were performed to investigate the risk factors for recurrence-free survival (RFS) and overall survival (OS). Multiple logistic regression was used to identify the clinicopathological characteristics associated with MVI. The rates of RFS and OS were compared among patients with or without MVI treated with liver resection alone or followed by PA-TACE.
RESULTS Univariate and multivariate analyses demonstrated that serum AFP level > 400 ng/mL, tumor size > 5 cm, tumor capsule invasion, MVI, and major hepatectomy were risk factors for poor OS. Tumor capsule invasion, MVI, tumor size > 5 cm, HBV-DNA copies > 1 x 104 IU/mL, and multinodularity were risk factors for poor RFS. Multiple logistic regression identified serum AFP level > 400 ng/mL, tumor size > 5 cm, and tumor capsule invasion as independent predictors of MVI. Both OS and DFS were significantly improved in patients with MVI who received PA-TACE as compared to those who underwent liver resection alone. Patients without MVI did not show a significant difference in OS and RFS between those treated by liver resection alone or followed by PA-TACE.
CONCLUSION PA-TACE is a safe adjuvant intervention and can efficiently prevent tumor recurrence and improve the survival of BCLC early- and intermediate-stage HCC patients with MVI.
Collapse
MESH Headings
- Antineoplastic Combined Chemotherapy Protocols/administration & dosage
- Carcinoma, Hepatocellular/mortality
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/therapy
- Chemoembolization, Therapeutic/adverse effects
- Chemoembolization, Therapeutic/methods
- Chemotherapy, Adjuvant/adverse effects
- Chemotherapy, Adjuvant/methods
- Disease-Free Survival
- Female
- Follow-Up Studies
- Hepatectomy
- Humans
- Incidence
- Liver Neoplasms/mortality
- Liver Neoplasms/pathology
- Liver Neoplasms/therapy
- Male
- Microvessels/pathology
- Middle Aged
- Neoplasm Invasiveness/pathology
- Neoplasm Recurrence, Local/epidemiology
- Neoplasm Recurrence, Local/pathology
- Neoplasm Recurrence, Local/prevention & control
- Neoplasm Staging
- Postoperative Complications/epidemiology
- Postoperative Complications/etiology
- Prognosis
- Retrospective Studies
- Treatment Outcome
Collapse
Affiliation(s)
- Jia-Zhou Ye
- Department of Hepatobiliary Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor, Ministry of Education, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Jun-Ze Chen
- Department of General Surgery, The Ninth Affiliated Hospital of Guangxi Medical University, Beihai 536000, Guangxi Zhuang Autonomous Region, China
| | - Zi-Hui Li
- Department of Hepatobiliary Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Tao Bai
- Department of Hepatobiliary Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor, Ministry of Education, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Jie Chen
- Department of Hepatobiliary Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor, Ministry of Education, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Shao-Liang Zhu
- Department of Hepatobiliary Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor, Ministry of Education, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Le-Qun Li
- Department of Hepatobiliary Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor, Ministry of Education, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Fei-Xiang Wu
- Department of Hepatobiliary Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor, Ministry of Education, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| |
Collapse
|
33
|
Cassinotto C, Aubé C, Dohan A. Diagnosis of hepatocellular carcinoma: An update on international guidelines. Diagn Interv Imaging 2017; 98:379-391. [PMID: 28395852 DOI: 10.1016/j.diii.2017.01.014] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2017] [Revised: 01/16/2017] [Accepted: 01/17/2017] [Indexed: 02/07/2023]
Abstract
Imaging is essential for the successful management of patients with or at risk of developing hepatocellular carcinoma (HCC). If ultrasound remains the key screening modality, computed tomography and magnetic resonance imaging (MRI) can play a major role in the characterization and noninvasive diagnosis of nodules in patients at risk of developing HCC. Each technique has succeeded in adapting to the wide histological spectrum of focal liver lesions. In this review, we discuss recent advancements in imaging techniques and evaluation - notably diffusion-weighted imaging, contrast-enhanced ultrasound, and liver-specific MRI contrast agents - as well as their addition to international guidelines and reporting systems such as the Liver imaging reporting and data system (LI-RADS).
Collapse
Affiliation(s)
- C Cassinotto
- Department of diagnostic and interventional imaging, Hôpital Haut-Lévêque, university hospital of Bordeaux, CHU de Bordeaux, 1, avenue de Magellan, 33604 Pessac cedex, France.
| | - C Aubé
- Department of diagnostic and interventional imaging, university hospital of Angers, 49933 Angers, France
| | - A Dohan
- McGill university health center, department of radiology, McGill university health center, Montreal, QC, Canada
| |
Collapse
|
34
|
Jing CY, Fu YP, Zheng SS, Yi Y, Shen HJ, Huang JL, Xu X, Lin JJ, Zhou J, Fan J, Ren ZG, Qiu SJ, Zhang BH. Prognostic nomogram for patients with hepatocellular carcinoma underwent adjuvant transarterial chemoembolization following curative resection. Medicine (Baltimore) 2017; 96:e6140. [PMID: 28296727 PMCID: PMC5369882 DOI: 10.1097/md.0000000000006140] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Adjuvant transarterial chemoembolization (TACE) is a major option for postoperative hepatocellular carcinoma (HCC) patients with recurrence risk factors. However, individualized predictive models for subgroup of these patients are limited. This study aimed to develop a prognostic nomogram for patients with HCC underwent adjuvant TACE following curative resection.A cohort comprising 144 HCC patients who received adjuvant TACE following curative resection in the Zhongshan Hospital were analyzed. The nomogram was formulated based on independent prognostic indicators for overall survival (OS). The performance of the nomogram was evaluated by the concordance index (C-index), calibration curve, and decision curve analysis (DCA) and compared with the conventional staging systems. The results were validated in an independent cohort of 86 patients with the same inclusion criteria.Serum alpha-fetoprotein (AFP), hyper-sensitive C-reactive protein (hs-CRP), incomplete tumor encapsulation, and double positive staining of Cytokeratin 7 and Cytokeratin 19 on tumor cells were identified as independent predictors for OS. The C-indices of the nomogram for OS prediction in the training cohort and validation cohort were 0.787 (95%CI 0.775-0.799) and 0.714 (95%CI 0.695-0.733), respectively. In both the training and validation cohorts, the calibration plot showed good consistency between the nomogram-predicted and the observed survival. Furthermore, the established nomogram was superior to the conventional staging systems in terms of C-index and clinical net benefit on DCA.The proposed nomogram provided an accurate prediction on risk stratification for HCC patients underwent adjuvant TACE following curative resection.
Collapse
|
35
|
Takeishi K, Maeda T, Shirabe K, Tsujita E, Yamashita YI, Harimoto N, Itoh S, Ikegami T, Yoshizumi T, Maehara Y. Clinicopathologic Features and Outcomes of Non-B, Non-C Hepatocellular Carcinoma After Hepatectomy. Ann Surg Oncol 2015; 22 Suppl 3:S1116-24. [PMID: 26159442 DOI: 10.1245/s10434-015-4728-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2014] [Indexed: 01/14/2023]
Abstract
PURPOSE This retrospective study aimed to investigate the clinical characteristics and long-term outcomes after hepatectomy in patients with non-B, non-C (NBNC) hepatocellular carcinoma (HCC) who were negative for hepatitis B virus surface antigen and anti-hepatitis C virus antibody. METHODS We retrospectively reviewed 666 patients with HCC who underwent hepatectomy. The patients were divided into NBNC-HCC patients [n = 117 (17.6 %)] and hepatitis virus (HV)-HCC patients [n = 547 (82.4 %)]. We compared the clinicopathologic characteristics and long-term outcomes between the 2 groups. Two patients with incomplete virus-marker data were not analyzed. RESULTS NBNC-HCC patients had better liver function but more advanced and larger HCCs and a high incidence of intrahepatic metastasis compared to HV-HCC patients. Recurrence-free and overall survival were similar in both groups. Multivariate analysis showed that aspartate aminotransferase (AST) and α-fetoprotein were independently associated with disease-free and overall survival in NBNC-HCC patients after hepatectomy. High AST was significantly associated with tumor size and rate of capsule formation with cancer cell infiltration in NBNC-HCC patients, but not with other liver function tests, fibrosis, or necrosis of noncancerous lesions. CONCLUSIONS NBNC-HCC patients have better liver function than HV-HCC patients, despite having more advanced HCC at diagnosis. There were no differences in long-term outcomes after hepatectomy between NBNC-HCC and HV-HCC patients. Preoperative AST and α-fetoprotein were independently associated with the prognosis of NBNC-HCC after hepatectomy. Serum AST levels might be associated with tumor malignancy in NBNC-HCC patients.
Collapse
Affiliation(s)
- Kazuki Takeishi
- Department of Surgery, Hiroshima Red Cross Hospital and Atomic Bomb Survivors Hospital, Hiroshima, Japan. .,Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.
| | - Takashi Maeda
- Department of Surgery, Hiroshima Red Cross Hospital and Atomic Bomb Survivors Hospital, Hiroshima, Japan
| | - Ken Shirabe
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Eiji Tsujita
- Department of Surgery, Hiroshima Red Cross Hospital and Atomic Bomb Survivors Hospital, Hiroshima, Japan
| | - Yo-Ichi Yamashita
- Department of Surgery, Hiroshima Red Cross Hospital and Atomic Bomb Survivors Hospital, Hiroshima, Japan.,Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Norifumi Harimoto
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Shinji Itoh
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Toru Ikegami
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tomoharu Yoshizumi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yoshihiko Maehara
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| |
Collapse
|
36
|
Kim BK, Kim KA, An C, Yoo EJ, Park JY, Kim DY, Ahn SH, Han KH, Kim SU, Kim MJ. Prognostic role of magnetic resonance imaging vs. computed tomography for hepatocellular carcinoma undergoing chemoembolization. Liver Int 2015; 35:1722-1730. [PMID: 25444138 DOI: 10.1111/liv.12751] [Citation(s) in RCA: 20] [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: 06/03/2014] [Accepted: 11/18/2014] [Indexed: 12/21/2022]
Abstract
BACKGROUND & AIMS Computed tomography (CT) and magnetic resonance imaging (MRI) play important roles in diagnosis and staging of hepatocellular carcinoma (HCC). However, prognostic roles of radiological characteristics are not yet determined. METHODS Eighty-eight patients treated with chemoembolization were analysed. Radiological parameters at baseline were assessed in all patients using both dynamic CT and MRI. Treatment responses were assessed using modified RECIST 4 weeks after the first chemoembolization. RESULTS Gross vascular invasion (GVI), bile duct invasion, irregular tumour margin (ITM), peripheral ragged enhancement (PRE) and satellite nodules on CT or MRI were associated with non-response (stable disease or progression) after chemoembolization respectively (all P ≤ 0.05). GVI, ITM and PRE on CT or MRI were also independently associated with poor overall survival (OS) respectively (all P ≤ 0.05). Using these results, a prognostic scoring system for CT and MRI were developed; 0, absence of all three features (GVI, ITM and PRE); 1, presence of one feature; 2, presence of two features; and 3, presence of three features. After adjusting tumour size, tumour number and alpha-foetoprotein level, both CT and MRI scores were independently associated with OS (both P < 0.001). Patients with CT or MRI score ≥2 had a worse OS than those with score <2 (adjusted hazard ratios, 3.837 and 2.938 respectively). MRI-specific parameters such as signal intensity on T2- or T1-weighted images, fat signal or hyperintensity on diffusion-weighted images did not have prognostic value (all P > 0.05). CONCLUSIONS Radiological parameters by CT and MRI may be useful in biological characterization of tumours and prognostification for HCC treated with chemoembolization.
Collapse
Affiliation(s)
- Beom Kyung Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
| | - Kyung Ah Kim
- Department of Radiology, St. Vincent's Hospital, The Catholic University of Korea, Gyeonggi-do, Korea
| | - Chansik An
- Department of Radiology, Yonsei University College of Medicine, Seoul, Korea
| | - Eun Jin Yoo
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Jun Yong Park
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
| | - Do Young Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
| | - Sang Hoon Ahn
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
| | - Kwang-Hyub Han
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
- Brain Korea 21 Project for Medical Science, Seoul, Korea
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
| | - Myeong-Jin Kim
- Department of Radiology, Yonsei University College of Medicine, Seoul, Korea
| |
Collapse
|
37
|
Cho ES, Choi JY. MRI features of hepatocellular carcinoma related to biologic behavior. Korean J Radiol 2015; 16:449-64. [PMID: 25995679 PMCID: PMC4435980 DOI: 10.3348/kjr.2015.16.3.449] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Accepted: 02/23/2015] [Indexed: 12/12/2022] Open
Abstract
Imaging studies including magnetic resonance imaging (MRI) play a crucial role in the diagnosis and staging of hepatocellular carcinoma (HCC). Several recent studies reveal a large number of MRI features related to the prognosis of HCC. In this review, we discuss various MRI features of HCC and their implications for the diagnosis and prognosis as imaging biomarkers. As a whole, the favorable MRI findings of HCC are small size, encapsulation, intralesional fat, high apparent diffusion coefficient (ADC) value, and smooth margins or hyperintensity on the hepatobiliary phase of gadoxetic acid-enhanced MRI. Unfavorable findings include large size, multifocality, low ADC value, non-smooth margins or hypointensity on hepatobiliary phase images. MRI findings are potential imaging biomarkers in patients with HCC.
Collapse
Affiliation(s)
- Eun-Suk Cho
- Department of Radiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 135-720, Korea
| | - Jin-Young Choi
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul 120-752, Korea
| |
Collapse
|
38
|
Yuasa T, Inoshita N, Saiura A, Yamamoto S, Urakami S, Masuda H, Fujii Y, Fukui I, Ishikawa Y, Yonese J. Clinical outcome of patients with pancreatic metastases from renal cell cancer. BMC Cancer 2015; 15:46. [PMID: 25872621 PMCID: PMC4332740 DOI: 10.1186/s12885-015-1050-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Accepted: 01/28/2015] [Indexed: 02/06/2023] Open
Abstract
Background Renal cell cancer (RCC) is one of the most frequent primary sites for metastatic pancreatic tumors although metastatic tumors are rare among pancreatic malignant tumors. The purpose of this study is to disclose the characterization and treatment outcomes of pancreatic metastases from RCC. Methods Of 262 patients with metastatic RCC treated at our hospital between 1999 and 2013, the data of 20 (7.6%) who simultaneously developed or subsequently acquired pancreatic metastases were retrospectively reviewed and statistically analyzed. Results The median follow-up period from RCC diagnosis and pancreatic metastases was 13.4 years (inter-quartile range: IQR, 7.8–15.5 years) and 3.8 years (IQR, 2.1–5.5 years), respectively. Median duration from diagnosis of RCC to pancreatic metastasis was 7.8 years (IQR, 4.2–12.7 years). During this observation period, the estimated median overall survival (OS) time from the diagnosis of RCC to death or from pancreatic metastasis to death was not reached. The probability of patients surviving after pancreatic metastasis at 1, 3, and 5 years was 100, 87.7, and 78.9%, respectively. The estimated OS period from the diagnosis of metastases to death of the patients with pancreatic metastasis was significantly longer than that of the patients with non-pancreatic metastasis (median OS 2.7 years) (P < 0.0001). Surgical management for pancreatic metastasis was performed in 15 patients (75%). When the median follow-up period for these surgeries was 3.5 years (IQR, 1.9–5.2 years), the estimated median recurrence-free survival was 1.8 years. For the patients with multiple metastatic sites, molecularly targeted therapies were given to six (30%) patients. When the median follow-up period was 4.1 years (IQR, 3.0–4.4 years), no disease progression was observed. Conclusions The pancreas is frequently the only metastatic site and metastasis typically occurs a long time after nephrectomy. The OS period of these patients is long and both surgical and medical treatment resulted in good outcomes.
Collapse
|
39
|
Arnaoutakis DJ, Mavros MN, Shen F, Alexandrescu S, Firoozmand A, Popescu I, Weiss M, Wolfgang CL, Choti MA, Pawlik TM. Recurrence patterns and prognostic factors in patients with hepatocellular carcinoma in noncirrhotic liver: a multi-institutional analysis. Ann Surg Oncol 2014; 21:147-154. [PMID: 23959056 DOI: 10.1245/s10434-013-3211-3] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2013] [Indexed: 12/13/2022]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) primarily affects patients with a cirrhotic liver. Reports on the characteristics of patients with HCC in noncirrhotic liver, as well as predictors of recurrence and survival, are scarce. METHODS Between 1992 and 2011, 334 patients treated for HCC in noncirrhotic liver were identified from three major hepatobiliary centers. Clinicopathological characteristics were analyzed and independent predictors of recurrence and overall survival were identified using Cox proportional hazards models. RESULTS Median patient age was 58 years and 77 % were male. Most patients had a solitary (81 %) and poorly or undifferentiated tumor (56 %); median size was 6.5 cm. The majority of patients (96 %) underwent liver resection (microscopically negative margins in 94 %), whereas a few had transarterial chemoembolization or transplantation (4 %). Median recurrence-free survival (RFS) was 2.5 years, and 1- and 5-year RFS was 71.1, and 35 %, respectively. Elevated alkaline phosphatase levels [hazards ratio (HR) = 1.82], poor tumor differentiation (HR = 1.4), macrovascular invasion (HR = 2.18), and the presence of satellite lesions (HR = 1.9), or intrahepatic metastases (HR = 2.59) were independently associated with shorter RFS; in contrast, an intact tumor capsule independently prolonged RFS (HR = 0.46). Median overall survival was 5.9 years, and 1- and 5-year overall survival was 86.9, and 54.5 %, respectively. Tumor size ≥5 cm (HR = 2.27), macrovascular (HR = 2.72) or adjacent organ invasion (HR = 3.34), and satellite lesions (HR = 2.18) were independently associated with shorter overall survival, whereas an intact tumor capsule showed a protective effect (HR = 0.51). CONCLUSIONS Following resection of HCC in the setting of no cirrhosis, more than one-half of patients were alive after 5 years. However, even among patients with no cirrhosis, recurrence was common. Factors associated with RFS and overall survival included tumor characteristics, such as tumor capsule, satellite lesions, and vascular invasion.
Collapse
Affiliation(s)
- Dean J Arnaoutakis
- Division of Surgical Oncology, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Michael N Mavros
- Division of Surgical Oncology, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Feng Shen
- Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Sorin Alexandrescu
- Institute for Digestive Diseases and Liver Transplantation Fundeni, Bucharest, Romania
| | - Amin Firoozmand
- Division of Surgical Oncology, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Irinel Popescu
- Institute for Digestive Diseases and Liver Transplantation Fundeni, Bucharest, Romania
| | - Matthew Weiss
- Division of Surgical Oncology, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Christopher L Wolfgang
- Division of Surgical Oncology, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Michael A Choti
- Division of Surgical Oncology, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Timothy M Pawlik
- Division of Surgical Oncology, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| |
Collapse
|
40
|
Choi JY, Lee JM, Sirlin CB. CT and MR imaging diagnosis and staging of hepatocellular carcinoma: part I. Development, growth, and spread: key pathologic and imaging aspects. Radiology 2014; 272:635-54. [PMID: 25153274 PMCID: PMC4263631 DOI: 10.1148/radiol.14132361] [Citation(s) in RCA: 344] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Computed tomography (CT) and magnetic resonance (MR) imaging play critical roles in the diagnosis and staging of hepatocellular carcinoma (HCC). The first article of this two-part review discusses key concepts of HCC development, growth, and spread, emphasizing those features with imaging correlates and hence most relevant to radiologists; state-of-the-art CT and MR imaging technique with extracellular and hepatobiliary contrast agents; and the imaging appearance of precursor nodules that eventually may transform into overt HCC.
Collapse
Affiliation(s)
- Jin-Young Choi
- From the Department of Radiology, Research Institute of Radiological Science, Yonsei University Health System, Seoul, Korea (J.Y.C.); Department of Radiology and Institute of Radiation Medicine, Seoul National University Hospital, Seoul, Korea (J.M.L.); and Liver Imaging Group, Department of Radiology, University of California, San Diego Medical Center, 408 Dickinson St, San Diego, CA 92103-8226 (C.B.S.)
| | - Jeong-Min Lee
- From the Department of Radiology, Research Institute of Radiological Science, Yonsei University Health System, Seoul, Korea (J.Y.C.); Department of Radiology and Institute of Radiation Medicine, Seoul National University Hospital, Seoul, Korea (J.M.L.); and Liver Imaging Group, Department of Radiology, University of California, San Diego Medical Center, 408 Dickinson St, San Diego, CA 92103-8226 (C.B.S.)
| | - Claude B. Sirlin
- From the Department of Radiology, Research Institute of Radiological Science, Yonsei University Health System, Seoul, Korea (J.Y.C.); Department of Radiology and Institute of Radiation Medicine, Seoul National University Hospital, Seoul, Korea (J.M.L.); and Liver Imaging Group, Department of Radiology, University of California, San Diego Medical Center, 408 Dickinson St, San Diego, CA 92103-8226 (C.B.S.)
| |
Collapse
|
41
|
Abstract
Cirrhosis is the main risk factor for the development of hepatocellular carcinoma (HCC). The major causative factors of cirrhosis in the United States and Europe are chronic hepatitis C infection and excessive alcohol consumption with nonalcoholic steatohepatitis emerging as another important risk factor. Magnetic resonance imaging is the most sensitive imaging technique for the diagnosis of HCC, and the sensitivity can be further improved with the use of diffusion-weighted imaging and hepatocyte-specific contrast agents. The combination of arterial phase hyperenhancement, venous or delayed phase hypointensity "washout feature," and capsular enhancement are features highly specific for HCC with reported specificities of 96% and higher. When these features are present in a mass in the cirrhotic liver, confirmatory biopsy to establish the diagnosis of HCC is not necessary. Other tumors, such as cholangiocarcinoma, sometimes occur in the cirrhotic at a much lower rate than HCC and can mimic HCC, as do other benign lesions such as perfusion abnormalities. In this article, we discuss the imaging features of cirrhosis and HCC, the role of magnetic resonance imaging in the diagnosis of HCC and other benign and malignant lesions that occur in the cirrhotic liver, and the issue of nonspecific arterially hyperenhancing nodules often seen in cirrhosis.
Collapse
Affiliation(s)
- Daniel C Barr
- From the Department of Radiology/MRI, University of Michigan Health System, Ann Arbor, MI
| | | |
Collapse
|
42
|
A nomogram predicting pulmonary metastasis of hepatocellular carcinoma following partial hepatectomy. Br J Cancer 2014; 110:1110-7. [PMID: 24481404 PMCID: PMC3950869 DOI: 10.1038/bjc.2014.19] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Revised: 11/29/2013] [Accepted: 01/02/2014] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Pulmonary metastasis (PM) following curative hepatectomy for hepatocellular carcinoma (HCC) is indicative of a poor prognosis. This study aimed to develop a nomogram to identify patients at high risks of PM. METHODS A primary cohort of patients who underwent curative hepatectomy for HCC at the Eastern Hepatobiliary Surgery Hospital from 2002 to 2010 was prospectively studied. A nomogram predicting PM was constructed based on independent risk factors of PM. The predictive performance was evaluated by the concordance index (c-index), calibration curve and decision curve analysis (DCA). During the study period, a validation cohort was included at the First Affiliated Hospital of Fujian Medical University. RESULTS Postoperative PMs were detected in 106 out of 620 and 45 out of 218 patients, respectively, in two cohorts. Factors included in the nomogram were microvascular invasion, serum alpha-fetoprotein, tumour size, tumour number, encapsulation and intratumoral CD34 staining. The nomogram had a c-index of 0.75 and 0.82 for the two cohorts for predicting PM, respectively. The calibration curves fitted well. In the two cohorts, the DCA demonstrated positive net benefits by the nomogram, within the threshold probabilities of PM >10%. CONCLUSION The nomogram was accurate in predicting PM following curative hepatectomy for HCC.
Collapse
|
43
|
Lu DS, Siripongsakun S, Kyong Lee J, Wei SH, Cheng PM, Sabounchi S, Lee JS, Raman S, Tong MJ, Busuttil RW, Sayre J. Complete tumor encapsulation on magnetic resonance imaging: a potentially useful imaging biomarker for better survival in solitary large hepatocellular carcinoma. Liver Transpl 2013; 19:283-91. [PMID: 23280814 DOI: 10.1002/lt.23597] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2012] [Accepted: 12/13/2012] [Indexed: 02/07/2023]
Abstract
The aim of this study was to determine the prognostic value of complete tumor encapsulation as visualized on magnetic resonance imaging (MRI) in patients with a solitary large hepatocellular carcinoma (HCC) beyond the Milan criteria for liver transplantation (LT). Between December 2000 and March 2011, 57 patients who had a solitary HCC exceeding 5 cm in diameter at the time of initial MRI before any treatment were identified. MRI images of the patients were independently reviewed by 2 experienced readers for the presence of complete tumoral encapsulation. The medical records of the patients were reviewed for an outcome analysis. Thirty of the 57 patients had completely encapsulated HCC according to MRI. There was excellent interobserver agreement between the 2 readers for the assessment of complete encapsulation (κ=0.86). Overall survival was significantly longer for patients with completely encapsulated HCC versus patients with incompletely or nonencapsulated tumors (P<0.001), and this included a subanalysis of 33 patients who received locoregional treatment (LRT; P=0.04). The presence of complete encapsulation was a strong predictor for survival in these patients according to both univariate [hazard ratio (HR)=0.24, 95% confidence interval (CI)=0.12-0.52, P<0.001] and multivariate analyses (HR=0.25, 95% CI=0.07-0.85, P=0.03). The rates of down-staging (P<0.001) and eventual LT (P=0.02) after LRT were also significantly higher in the patients with completely encapsulated tumors. In conclusion, complete tumor encapsulation on MRI is a potentially useful predictor for favorable biology in patients with a solitary large HCC. This new imaging biomarker may have a role in treatment selection for patients whose tumors exceed the Milan criteria size limits.
Collapse
Affiliation(s)
- David S Lu
- Department of Radiology, University of California Los Angeles, Los Angeles, CA 90095, USA.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
44
|
Tong H, Li X, Zhang CLE, Gao JH, Wen SL, Huang ZY, Tang CW. Octreotide and celecoxib synergistically encapsulate VX2 hepatic allografts following transcatheter arterial embolisation. Exp Ther Med 2013; 5:777-782. [PMID: 23403801 PMCID: PMC3570131 DOI: 10.3892/etm.2013.897] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2012] [Accepted: 12/05/2012] [Indexed: 02/05/2023] Open
Abstract
To evaluate the encapsulation of VX2 hepatic allografts in rabbits induced by octreotide and celecoxib administration following transcatheter arterial embolisation (TAE), rabbits with hepatic VX2 allografts were divided into four groups: control, TAE, octreotide + celecoxib (O+C) and the multimodality therapy (TAE+O+C). Allograft metastasis, capsule thickness and percentage of clear cells were measured and vascular endothelial growth factor (VEGF) and CD31 were detected by immunohistochemistry and reverse transcription-polymerase chain reaction (RT-PCR) analysis. The extrahepatic metastases of each intervention group were significantly fewer than those of the control group, with the TAE+O+C group exhibiting the fewest extrahepatic metastases. The TAE+O+C group had the greatest proportion of clear cells and thickest capsule on day 30. Increased capsule thickness was negatively correlated with tumour metastasis. In addition, VEGF expression levels assessed by immunohistochemistry and RT-PCR in the three intervention groups were significantly lower than those in the control group. Furthermore, the TAE+O+C group had a significantly reduced CD31 count induced by TAE. These results demonstrate that TAE, followed by long-term administration of octreotide and celecoxib, synergistically inhibits VX2 hepatic allograft metastasis by increasing the proportion of clear cells, promoting encapsulation and inhibiting angiogenesis.
Collapse
Affiliation(s)
- Huan Tong
- Department of Gastroenterology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, P.R. China
| | | | | | | | | | | | | |
Collapse
|
45
|
Murakami T, Morioka D, Takakura H, Miura Y, Togo S. Small hepatocellular carcinoma with ring calcification: A case report and literature review. World J Gastroenterol 2013; 19:129-32. [PMID: 23326175 PMCID: PMC3542747 DOI: 10.3748/wjg.v19.i1.129] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Revised: 09/26/2012] [Accepted: 09/29/2012] [Indexed: 02/06/2023] Open
Abstract
Ring calcification in untreated hepatocellular carcinoma (HCC) is extremely rare, with only 3 previously reported cases in the English-language literature. A case of HCC with ring calcification was reported in this paper. Additionally, 3 previously reported cases of HCC with ring calcification were reviewed. In 3 of these 4 cases (including our case), surgery was performed. Although the size of the ring-calcified lesion ranged from 3.0-3.7 cm in previously reported cases, the size was only 1 cm in ours. The differentiation of the tumor was moderate in the 2 previously reported cases in the histological findings and poor in ours. In spite of their poor differentiation for their sizes, these tumors showed no early enhancement in dynamic computed tomography. All calcified tumors showed a thick fibrous capsule and extensive necrosis histologically. Ring calcification was considered to result from a circulatory disturbance caused by the imbalance between the less abundant arterial blood flow and high inner pressure induced by either the thick fibrous capsule or vigorous proliferation due to the poor differentiation. Ring calcification in untreated HCC may suggest a lower differentiation of the tumor. Even if its size is small, hepatic resection should be performed for any tumor with ring calcification because poor differentiation is considered to be one of the risk factors for recurrence after local ablation therapy, including radio frequency ablation.
Collapse
|
46
|
Jun L, Zhenlin Y, Renyan G, Yizhou W, Xuying W, Feng X, Yong X, Kui W, Jian L, Dong W, Hongyang W, Lehua S, Mengchao W, Feng S. Independent factors and predictive score for extrahepatic metastasis of hepatocellular carcinoma following curative hepatectomy. Oncologist 2012; 17:963-9. [PMID: 22653882 DOI: 10.1634/theoncologist.2011-0447] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Postoperative extrahepatic metastasis (EHM) contributes to a poor prognosis in patients with hepatocellular carcinoma (HCC) after hepatectomy. This study was aimed to develop a practical method that can be used to predict postoperative EHM. METHODS In total, 578 patients were enrolled. We analyzed the clinicopathological features of the tumors and did a long-term follow-up to observe HCC recurrence. Postoperative EHM was detected in 136 patients, and multivariate analysis was used to confirm independent risk factors for postoperative EHM. After the factors were identified, a predictive scoring system was constructed as a weighted sum of these factors. The cutoff value that determines a high risk for EHM was defined by maximizing the Youden's index of the receiver operating characteristic curve. RESULTS Microvascular invasion, incomplete capsule, and larger tumor diameter were the three independent factors predictive for a high risk for EHM. The scoring system was derived with an area under the curve (AUC) of 0.81 for postoperative 10-year EHM prediction. A cutoff value of 43 was derived and validated with a sensitivity >90% and specificity >60% to predict the development of EHM. This system was further verified in a subgroup of Barcelona Clinic Liver Cancer stage 0-A patients with an AUC of 0.82. When the cutoff value was set at 43, the sensitivity and specificity were 90.38% and 64.88%, respectively. CONCLUSIONS Our predictive scoring system may be used to identify HCC patients who have a high risk for EHM following curative hepatectomy.
Collapse
Affiliation(s)
- Li Jun
- Department of Hepatic Surgery, Second Military Medical University, Shanghai, People's Republic of China
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
47
|
Wu TH, Yu MC, Chen TC, Lee CF, Chan KM, Wu TJ, Chou HS, Lee WC, Chen MF. Encapsulation is a significant prognostic factor for better outcome in large hepatocellular carcinoma. J Surg Oncol 2012; 105:85-90. [PMID: 22161900 DOI: 10.1002/jso.22060] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND The aim of this study was to determine the effect of tumor encapsulation of hepatocellular carcinoma (HCC) on long-term survival. METHODS A retrospective review of 1,240 patients who underwent hepatectomy from January 1993 to June 2005 was conducted. There were 891 patients with tumor encapsulation (EC type) and 349 patients without tumor encapsulation (NC type). Clinicopathological factors, surgical outcome, and long-term survival were analyzed. RESULTS Disease-free survival (DFS) was affected by surgical margin involvement, the presence of surgical complications, vascular invasion, liver cirrhosis, tumor encapsulation, tumor size >5 cm, tumor rupture, and the presence of satellite lesions (all, P < 0.05). Overall survival (OS) was also affected by the same parameters, except for satellite lesions. When the patients were grouped by tumor size >5 or ≤5 cm, the protective effect of encapsulation was only observed when the tumor size was >5 cm [odds ratio (OR) for DFS = 0.75, P = 0.02; OR for OS = 0.68, P < 0.01]. CONCLUSIONS Tumor encapsulation is a significant prognostic factor for HCC >5 cm.
Collapse
Affiliation(s)
- Tsung-Han Wu
- Department of General Surgery, Chang Gung Memorial Hospital, Linkou, Chang Gung University Medical School, Taoyuan, Taiwan
| | | | | | | | | | | | | | | | | |
Collapse
|
48
|
Prognostic Significance of Preoperative Imaging in Recipients of Living Donor Liver Transplantation for Hepatocellular Carcinoma. Transplantation 2011; 91:570-4. [DOI: 10.1097/tp.0b013e318208134e] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
|
49
|
Moribata K, Tamai H, Shingaki N, Mori Y, Enomoto S, Shiraki T, Deguchi H, Ueda K, Inoue I, Maekita T, Iguchi M, Yanaoka K, Oka M, Ichinose M. Assessment of malignant potential of small hypervascular hepatocellular carcinoma using B-mode ultrasonography. Hepatol Res 2011; 41:233-9. [PMID: 21272166 DOI: 10.1111/j.1872-034x.2010.00763.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
AIM Evaluation of malignant potential is important to determine the treatment strategy for small hepatocellular carcinoma (HCC). The aim of the present study was to establish a method of assessing the malignant potential of small hypervascular HCC using B-mode ultrasonography. METHODS One hundred and thirteen arterial hypervascular HCC nodules under 3 cm diagnosed by biopsy or surgical resection (20.5 ± 6.3 mm) were classified into two groups ultrasonographically: type 1 with (n = 27) and type 2 without (n = 86) a halo. Type 2 was categorized into three subgroups: type 2a, homogenous hyperechoic (n = 9); type 2b, hypoechoic with a smooth margin (n = 35); and type 2c, hypoechoic with an irregular or unclear margin (n = 42). RESULTS The mean diameter of type 2a nodules was significantly smaller than that of other HCC types (P < 0.05). Overall, moderately differentiated HCC was the predominant histological type, except for type 2a, all of which were well-differentiated HCC. The percentage of poorly differentiated HCC was significantly higher in type 2c nodules (19%) than in other HCC types (P < 0.01). The percentage of Lens culinaris agglutinin-reactive α-fetoprotein (AFP-L3) positivity was significantly higher in type 2c nodules (55%) than in other HCC types (P < 0.01). Classification on B-mode ultrasonography was correlated with the histological differentiation and serum level, an indicator of a poor prognosis. CONCLUSION The malignant potential of type 2a is the lowest and that of type 2c is the highest, both histologically and serologically. Assessment of the malignant potential of small, hypervascular HCC is possible by B-mode ultrasonography.
Collapse
Affiliation(s)
- Kosaku Moribata
- Second Department of Internal Medicine, Wakayama Medical University, Wakayama, Japan
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
50
|
Ishigami K, Tajima T, Fujita N, Nishie A, Asayama Y, Kakihara D, Nakayama T, Okamoto D, Taketomi A, Shirabe K, Honda H. Hepatocellular carcinoma with marginal superparamagnetic iron oxide uptake on T2*-weighted magnetic resonance imaging: histopathologic correlation. Eur J Radiol 2011; 80:e293-8. [PMID: 21288675 DOI: 10.1016/j.ejrad.2010.12.078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2010] [Revised: 12/04/2010] [Accepted: 12/28/2010] [Indexed: 11/17/2022]
Abstract
PURPOSE To evaluate the characteristics of hepatocellular carcinomas (HCCs) with marginal superparamagnetic iron oxide (SPIO) uptake on T2*-weighted MRI. MATERIALS AND METHODS The study group consisted of 73 patients with 83 surgically resected HCCs. Preoperative SPIO-enhanced MRI studies were retrospectively reviewed. Marginal SPIO uptake was considered positive if a rim-like or band-like low intensity area was present on SPIO-enhanced T2*-weighted images. The prevalence of marginal SPIO uptake was evaluated. Pathological specimens with hematoxylin and eosin staining and immunohistochemical staining of CD68 were reviewed in HCCs with marginal SPIO uptake and 33 HCCs without marginal SPIO uptake (control group). RESULTS Ten of 83 (12%) HCCs showed marginal SPIO uptake. All HCCs were hypervascular, and only one nodule showed a nodule-in-nodule appearance on imaging findings. The pathology specimens suggested possible causes of marginal SPIO uptake, including marginal macrophage infiltration in moderately or poorly differentiated HCC (n=4), residual normal hepatic tissue at the marginal area of confluent multinodular or single nodular with extranodular growth type HCC (n=3), and a well-differentiated HCC component in nodule-in-nodule type HCC (n=3). Marginal macrophage infiltration was not seen in the control group. CONCLUSION SPIO-enhanced MRI may be able to demonstrate marginal macrophage infiltration in HCC.
Collapse
Affiliation(s)
- Kousei Ishigami
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|