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Xu L, Liu Q, Liu H, Fan F, Li P, Yue S, Mo J, Liu Z, Dong R, Zhang X, Dong H, Liang H, Chen X, Zhang B, Chen L, Chen J. Disrupting CCDC137-mediated LZTS2 and β-TrCP interaction in the nucleus inhibits hepatocellular carcinoma development via β-catenin and AKT. Cell Death Differ 2024:10.1038/s41418-024-01328-z. [PMID: 38918619 DOI: 10.1038/s41418-024-01328-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 06/06/2024] [Accepted: 06/11/2024] [Indexed: 06/27/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is a highly heterogeneous solid tumor, with its biological characteristics intricately linked to the activation of oncogenes. This research specifically explored CCDC137, a molecule within the CCDC family exhibiting the closest association with HCC. Our investigation aimed to unravel the role, underlying mechanisms, and potential therapeutic implications of CCDC137 in the context of HCC. We observed a close correlation between elevated CCDC137 expression and poor prognosis in HCC patients, along with a promotive effect on HCC progression in vitro and in vivo. Mechanistically, we identified LZTS2, a negative regulator of β-catenin, as the binding protein of CCDC137. CCDC137 facilitated K48-linked poly-ubiquitination of LZTS2 at lysine 467 via recruiting E3 ubiquitin ligase β-TrCP in the nucleus, triggering AKT phosphorylation and activation of β-catenin pathway. Moreover, the 1-75 domain of CCDC137 was responsible for the formation of the CCDC137-LZTS2-β-TrCP complex. Subsequently, designed peptides targeting the 1-75 domain of CCDC137 to disrupt CCDC137-LZTS2 interaction demonstrated efficacy in inhibiting HCC progression. This promising outcome was further supported by HCC organoids and patient-derived xenograft (PDX) models, underscoring the potential clinical utility of the peptides. This study elucidated the mechanism of the CCDC137-LZTS2-β-TrCP protein complex in HCC and offered clinically significant therapeutic strategies targeting this complex.
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Affiliation(s)
- Lei Xu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Qiumeng Liu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Hailing Liu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Feimu Fan
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Pengcheng Li
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Shiwei Yue
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Jie Mo
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Zhicheng Liu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Renshun Dong
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Xuewu Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Hanhua Dong
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Huifang Liang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
| | - Xiaoping Chen
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China
- Key Laboratory of Organ Transplantation, Ministry of Education; Key Laboratory of Organ Transplantation, National Health Commission; Key Laboratory of Organ Transplantation, Chinese Academy of Medical Sciences, Wuhan, Hubei, China
| | - Bixiang Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China.
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China.
- Key Laboratory of Organ Transplantation, Ministry of Education; Key Laboratory of Organ Transplantation, National Health Commission; Key Laboratory of Organ Transplantation, Chinese Academy of Medical Sciences, Wuhan, Hubei, China.
| | - Lin Chen
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China.
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China.
| | - Jin Chen
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
- Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Wuhan, Hubei, China.
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, Hubei, China.
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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.
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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.
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Xie D, Li Z, Yuan J, Yin X, Chen R, Zhang L, Ren Z. Development and Validation of a Nomogram for Patients Undergoing Transarterial Chemoembolization for Recurrent Hepatocellular Carcinoma After Hepatectomy. J Hepatocell Carcinoma 2024; 11:693-705. [PMID: 38596594 PMCID: PMC11001561 DOI: 10.2147/jhc.s444682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 03/26/2024] [Indexed: 04/11/2024] Open
Abstract
Purpose This study aims to establish a prognostic nomogram for patients who underwent transarterial chemoembolization (TACE) for recurrent hepatocellular carcinoma (HCC) after hepatectomy. Patients and Methods Patients who underwent TACE for recurrent early- and middle-stage HCC after hepatectomy between 2009.01 and 2015.12 were included. Enrolled patients were randomly divided into training (n=345) and validation (n=173) cohorts according to a computer-generated randomized number. Independent factors for overall survival (OS) were determined and included in the nomogram based on the univariate and multivariate analyses of the training group. The nomogram was validated and compared to other prognostic models. Discriminative ability and predictive accuracy were determined using the Harrell C index (C-index), area under the receiver operating characteristic curve (AUROC), and calibration curve. Results The final nomogram was established based on four parameters including resection-to-TACE time interval, recurrent tumor diameter, recurrent tumor number, and AFP level. The C-indexes of the nomogram for predicting OS were 0.67 (95% CI 0.63-0.70) and 0.71 (95% CI 0.68-0.74) in the training and validation cohort respectively. The AUROCs for predicting the 1-year, 2-year and 3-year OS based on the nomogram were also superior to those of the other models. The calibration curve for 3-year survival showed a high congruence between the predicted and actual survival probabilities. According to the scores calculated by the nomogram, patients were stratified into three subgroups: high-risk (scoring ≥53 points), middle-risk (scoring ≥26 and <53 points), and low-risk (scoring <26 points) subgroups with a median OS of 10.1 (95% CI 0.63-0.70), 20.3 (95% CI 17.5-22.5) and 47.0 (95% CI 34.2-59.8) months, respectively. Conclusion The proposed nomogram served as a new tool to predict individual survival in patients who underwent TACE for recurrent HCC after hepatectomy, with favorable performance and discrimination. For high-risk patients, treatment should be optimized beyond TACE alone based on the nomogram.
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Affiliation(s)
- Diyang Xie
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Zhongchen Li
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Jia Yuan
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Xin Yin
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Rongxin Chen
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Lan Zhang
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
| | - Zhenggang Ren
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People’s Republic of China
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Sun Y, Wu P, Zhang Z, Wang Z, Zhou K, Song M, Ji Y, Zang F, Lou L, Rao K, Wang P, Gu Y, Gu J, Lu B, Chen L, Pan X, Zhao X, Peng L, Liu D, Chen X, Wu K, Lin P, Wu L, Su Y, Du M, Hou Y, Yang X, Qiu S, Shi Y, Sun H, Zhou J, Huang X, Peng DH, Zhang L, Fan J. Integrated multi-omics profiling to dissect the spatiotemporal evolution of metastatic hepatocellular carcinoma. Cancer Cell 2024; 42:135-156.e17. [PMID: 38101410 DOI: 10.1016/j.ccell.2023.11.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 09/27/2023] [Accepted: 11/21/2023] [Indexed: 12/17/2023]
Abstract
Comprehensive molecular analyses of metastatic hepatocellular carcinoma (HCC) are lacking. Here, we generate multi-omic profiling of 257 primary and 176 metastatic regions from 182 HCC patients. Primary tumors rich in hypoxia signatures facilitated polyclonal dissemination. Genomic divergence between primary and metastatic HCC is high, and early dissemination is prevalent. The remarkable neoantigen intratumor heterogeneity observed in metastases is associated with decreased T cell reactivity, resulting from disruptions to neoantigen presentation. We identify somatic copy number alterations as highly selected events driving metastasis. Subclones without Wnt mutations show a stronger selective advantage for metastasis than those with Wnt mutations and are characterized by a microenvironment rich in activated fibroblasts favoring a pro-metastatic phenotype. Finally, metastases without Wnt mutations exhibit higher enrichment of immunosuppressive B cells that mediate terminal exhaustion of CD8+ T cells via HLA-E:CD94-NKG2A checkpoint axis. Collectively, our results provide a multi-dimensional dissection of the complex evolutionary process of metastasis.
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Affiliation(s)
- Yunfan Sun
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China.
| | - Pin Wu
- School of Life Science and Technology, ShanghaiTech University, Shanghai 200032, China; Shanghai Clinical Research and Trial Center, Shanghai 201210, China; University of Chinese Academy of Sciences, Beijing 100049, China; BGI Research, Shenzhen 518083, China
| | - Zefan Zhang
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China
| | - Zejian Wang
- School of Life Science and Technology, ShanghaiTech University, Shanghai 200032, China; Shanghai Clinical Research and Trial Center, Shanghai 201210, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Kaiqian Zhou
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China
| | - Minfang Song
- Research Center for Intelligent Computing Platforms, Zhejiang Lab, Hangzhou, Zhejiang 311121, China
| | - Yuan Ji
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Fenglin Zang
- Department of Pathology, Liver Cancer Research Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Limu Lou
- School of Life Science and Technology, ShanghaiTech University, Shanghai 200032, China; Shanghai Clinical Research and Trial Center, Shanghai 201210, China
| | - Keqiang Rao
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China
| | - Pengxiang Wang
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China
| | - Yutong Gu
- Department of Orthopaedic Surgery, Zhongshan Hospital Fudan University, Shanghai 200032, China
| | - Jie Gu
- Department of Thoracic Surgery, Zhongshan Hospital Fudan University, Shanghai 200032, China
| | - Binbin Lu
- Dunwill Med-Tech, Shanghai 200032, China
| | | | - Xiuqi Pan
- School of Life Science and Technology, ShanghaiTech University, Shanghai 200032, China; Shanghai Clinical Research and Trial Center, Shanghai 201210, China
| | - Xiaojing Zhao
- School of Life Science and Technology, ShanghaiTech University, Shanghai 200032, China; Shanghai Clinical Research and Trial Center, Shanghai 201210, China
| | - Lihua Peng
- BGI Research, Shenzhen 518083, China; Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI Research, Shenzhen 518083, China
| | - Dongbing Liu
- BGI Research, Shenzhen 518083, China; Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI Research, Shenzhen 518083, China
| | - Xiaofang Chen
- BGI Research, Shenzhen 518083, China; Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI Research, Shenzhen 518083, China
| | - Kui Wu
- BGI Research, Shenzhen 518083, China; Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI Research, Shenzhen 518083, China
| | - Penghui Lin
- BGI Research, Shenzhen 518083, China; Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI Research, Shenzhen 518083, China
| | - Liang Wu
- BGI Research, Shenzhen 518083, China
| | - Yulin Su
- School of Life Science and Technology, ShanghaiTech University, Shanghai 200032, China; Shanghai Clinical Research and Trial Center, Shanghai 201210, China
| | - Min Du
- Department of Pathology, Huadong Hospital, Fudan University, Shanghai 200032, China
| | - Yingyong Hou
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Xinrong Yang
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China
| | - Shuangjian Qiu
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China
| | - Yinghong Shi
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China
| | - Huichuan Sun
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China
| | - Jian Zhou
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China
| | - Xingxu Huang
- Research Center for Intelligent Computing Platforms, Zhejiang Lab, Hangzhou, Zhejiang 311121, China
| | | | - Liye Zhang
- School of Life Science and Technology, ShanghaiTech University, Shanghai 200032, China; Shanghai Clinical Research and Trial Center, Shanghai 201210, China.
| | - Jia Fan
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China.
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Tang X, Xiang L, Li Q, Shao Y, Wan L, Zhao D, Li X, Wu S, Wang H, Li D, Ding K. Molecular evolution in different subtypes of multifocal hepatocellular carcinoma. Hepatol Int 2023; 17:1429-1443. [PMID: 37273168 DOI: 10.1007/s12072-023-10551-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 05/07/2023] [Indexed: 06/06/2023]
Abstract
BACKGROUND Multifocal hepatocellular carcinoma (MF-HCC) accounts for > 40% of HCCs, exhibiting a poor prognosis than single primary HCCs. Characterizing molecular features including dynamic changes of mutational signature along with clonal evolution, intrahepatic metastatic timing, and genetic footprint in the preneoplastic stage underlying different subtypes of MF-HCC are important for understanding their molecular evolution and developing a precision management strategy. METHODS We conducted whole-exome sequencing in 74 tumor samples from spatially distinct regions in 35 resected lesions and adjacent noncancerous tissues from 11 patients, 15 histologically confirmed preneoplastic lesions, and six samples from peripheral blood mononuclear cells. A previously published MF-HCC cohort (n = 9) was included as an independent validation dataset. We combined well-established approaches to investigate tumor heterogeneity, intrahepatic metastatic timing, and molecular footprints in different subtypes of MF-HCCs. RESULTS We classified MF-HCCs patients into three subtypes, including intrahepatic metastasis, multicentric occurrence, and mixed intrahepatic metastasis and multicentric occurrence. The dynamic changes in mutational signatures between tumor subclonal expansions demonstrated varied etiologies (e.g., aristolochic acid exposure) underlying the clonal progression in different MF-HCC subtypes. Furthermore, the clonal evolution in intrahepatic metastasis exhibited an early metastatic seeding at 10-4-0.01 cm3 in primary tumor volume (below the limits of clinical detection), further validated in an independent cohort. In addition, mutational footprints in the preneoplastic lesions for multicentric occurrence patients revealed common preneoplastic arising clones, evidently being ancestors of different tumor lesions. CONCLUSION Our study comprehensively characterized the varied tumor clonal evolutionary history underlying different subtypes of MF-HCC and provided important implications for optimizing personalized clinical management for MF-HCC.
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Affiliation(s)
- Xia Tang
- Shanghai Pudong Hospital and Pudong Medical Center of Fudan University, State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, Shanghai, 200438, People's Republic of China
| | - Lei Xiang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Qingshu Li
- Department of Pathology, Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Yue Shao
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Li Wan
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Dachun Zhao
- Department of Pathology, Peking Union Medical College Hospital, Beijing, 100730, People's Republic of China
| | - Xiaoyuan Li
- Department of Oncology, Peking Union Medical College Hospital, Beijing, 100730, People's Republic of China
| | - Songfeng Wu
- Beijing Qinglian Biotech Co., Ltd, Beijing, 102206, People's Republic of China
| | - Haijian Wang
- Shanghai Pudong Hospital and Pudong Medical Center of Fudan University, State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, Shanghai, 200438, People's Republic of China.
| | - Dewei Li
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China.
- Hepatobiliary and Pancreatic Cancer Center, Chongqing University Cancer Hospital, Chongqing, 400030, People's Republic of China.
| | - Keyue Ding
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, 55905, USA.
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6
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Chang YS, Tu SJ, Chen HD, Chung CC, Hsu MH, Chou YP, Lee YT, Yen JC, Jeng LB, Chang JG. Whole genome and RNA sequencing analyses for 254 Taiwanese hepatocellular carcinomas. Biomark Res 2023; 11:68. [PMID: 37403120 DOI: 10.1186/s40364-023-00492-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 04/29/2023] [Indexed: 07/06/2023] Open
Abstract
BACKGROUND Comprehensive and integrative analysis of hepatocellular carcinoma (HCC) is important. In this study, we explored Taiwanese HCCs using multi-omics analyses. METHODS We analyzed 254 HCCs by whole genome sequencing and total RNA sequencing, and then used bioinformatic tools to analyze genomic and transcriptomic alterations in coding and non-coding sequences to explore the clinical importance of each sequence. RESULTS The frequencies of the five most commonly mutated cancer-related genes were TERT, TP53, CTNNB1, RB1, and ARID1A. Genetic alteration frequencies influenced the etiology of HCC; some alterations were also correlated with clinicopathological conditions. Many cancer-related genes had copy number alterations (CNAs) and structure variants (SVs) that changed according to etiology and exhibited potential associations with survival. We also identified several alterations in histone-related genes, HCC-related long non-coding RNAs, and non-coding driver genes that may contribute to the onset and progression of HCC. Transcriptomic analysis revealed that 229 differentially expressed and 148 novel alternative splicing (AS) genes, as well as the presence of fusion genes, were associated with patient survival. Moreover, somatic mutations, CNAs, and SVs were associated with immune checkpoint gene expression and tumor microenvironment. Finally, we identified relationships among AS, immune checkpoint gene expression and tumor microenvironment. CONCLUSIONS This study shows that genomic alterations are associated with survival, including DNA-based and RNA-based data. Moreover, genomic alterations and their associations with immune checkpoint genes and the tumor microenvironment may provide novel insights for the diagnosis and treatment of HCC.
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Affiliation(s)
- Ya-Sian Chang
- Center for Precision Medicine, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Epigenome Research Center, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan
- School of Medicine, China Medical University, Taichung, Taiwan
| | - Siang-Jyun Tu
- Center for Precision Medicine, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Epigenome Research Center, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Hong-Da Chen
- Center for Precision Medicine, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Epigenome Research Center, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Chin-Chun Chung
- Center for Precision Medicine, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Epigenome Research Center, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
| | - Ming-Hon Hsu
- Center for Precision Medicine, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Epigenome Research Center, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Yu-Pao Chou
- Center for Precision Medicine, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Epigenome Research Center, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Ya-Ting Lee
- Center for Precision Medicine, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Epigenome Research Center, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
| | - Ju-Chen Yen
- Center for Precision Medicine, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
- Epigenome Research Center, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan
| | - Long-Bin Jeng
- Organ Transplantation Center, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan.
| | - Jan-Gowth Chang
- Center for Precision Medicine, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan.
- Epigenome Research Center, China Medical University Hospital, 2 Yuh-Der Road, Taichung, 404, Taiwan.
- Department of Laboratory Medicine, China Medical University Hospital, Taichung, Taiwan.
- School of Medicine, China Medical University, Taichung, Taiwan.
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7
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Zhao J, Lu R, Jin C, Li S, Chen Y, Huang Q, Li X, Meng W, Wu H, Wen T, Mo X. Gene expression networks involved in multiple cellular programs coexist in individual hepatocellular cancer cells. Heliyon 2023; 9:e18305. [PMID: 37539322 PMCID: PMC10393770 DOI: 10.1016/j.heliyon.2023.e18305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 07/11/2023] [Accepted: 07/13/2023] [Indexed: 08/05/2023] Open
Abstract
The gene expression networks of a single cell can be used to reveal cell type- and condition-specific patterns that account for cell states, cell identity, and its responses to environmental changes. We applied single cell sequencing datasets to define mRNA patterns and visualized potential cellular capacities among hepatocellular cancer cells. The expressing numbers and levels of genes were highly heterogenous among the cancer cells. The cellular characteristics were dependent strongly on the expressing numbers and levels of genes, especially oncogenes and anti-oncogenes, in an individual cancer cell. The transcriptional activations of oncogenes and anti-oncogenes were strongly linked to inherent multiple cellular programs, some of which oppose and contend against other processes, in a cancer cell. The gene expression networks of multiple cellular programs proliferation, differentiation, apoptosis, autophagy, epithelial-mesenchymal transition, ATP production, and neurogenesis coexisted in an individual cancer cell. The findings give rise a hypothesis that a cancer cell expresses balanced combinations of genes and undergoes a given biological process by rapidly transmuting gene expressing networks.
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8
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Zou H, Wang Y, Lu L, Yao K, Wang C, Ma K, Zhu C, Guo Z, Feng Y, Wu Z, Song M, Zhou B, Hu X, Han B, Guo W, Qiu F, Zhang B, Qi X, Wang X, Wang M, Pan G, Sun Q, Cao J, Gong S, Zhao Z, Sun C, Lu S, Tian L. HBV-integrated local genomic alterations reveal multicentric independent occurrences of multifocal HCC. Clin Transl Med 2023; 13:e1313. [PMID: 37382888 PMCID: PMC10309081 DOI: 10.1002/ctm2.1313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 05/04/2023] [Accepted: 06/15/2023] [Indexed: 06/30/2023] Open
Affiliation(s)
- Hao Zou
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Yinan Wang
- Department of Obstetrics and GynecologyPeking University Shenzhen HospitalShenzhenChina
- School of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Lianfang Lu
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Ke Yao
- Department of Obstetricsthe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Chang Wang
- Department of Gynecologythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Kai Ma
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Chengzhan Zhu
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Zhongyi Guo
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Yujie Feng
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Zehua Wu
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Mengqi Song
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Bin Zhou
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Xiao Hu
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Bing Han
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Weidong Guo
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Fabo Qiu
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Bingyuan Zhang
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Xingsi Qi
- Department of Gastroenterologythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Xiaowei Wang
- Department of Gastroenterologythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Mengyao Wang
- Shenzhen Byoryn Technology Co., LtdShenzhenChina
| | - Guangze Pan
- Shenzhen Byoryn Technology Co., LtdShenzhenChina
| | - Qixuan Sun
- College of Medicine and Biological Information EngineeringNortheastern UniversityShenyangChina
| | - Jingyu Cao
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Song Gong
- Department of Trauma SurgeryTongji Trauma CenterTongji HospitalTongji Medical CollegeHuazhong University of Science and TechnologyWuhanChina
| | - Zicheng Zhao
- Shenzhen Byoryn Technology Co., LtdShenzhenChina
| | - Chuandong Sun
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
| | - Shichun Lu
- Key Laboratory of Digital Hepatobiliary SurgeryChinese People's Liberation Army General HospitalBeijingChina
| | - Lantian Tian
- Department of Hepatopancreatobiliary Surgerythe Affiliated Hospital of Qingdao UniversityQingdaoChina
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9
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Nevola R, Ruocco R, Criscuolo L, Villani A, Alfano M, Beccia D, Imbriani S, Claar E, Cozzolino D, Sasso FC, Marrone A, Adinolfi LE, Rinaldi L. Predictors of early and late hepatocellular carcinoma recurrence. World J Gastroenterol 2023; 29:1243-1260. [PMID: 36925456 PMCID: PMC10011963 DOI: 10.3748/wjg.v29.i8.1243] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 01/06/2023] [Accepted: 02/01/2023] [Indexed: 02/28/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most frequent liver neoplasm, and its incidence rates are constantly increasing. Despite the availability of potentially curative treatments (liver transplantation, surgical resection, thermal ablation), long-term outcomes are affected by a high recurrence rate (up to 70% of cases 5 years after treatment). HCC recurrence within 2 years of treatment is defined as “early” and is generally caused by the occult intrahepatic spread of the primary neoplasm and related to the tumor burden. A recurrence that occurs after 2 years of treatment is defined as “late” and is related to de novo HCC, independent of the primary neoplasm. Early HCC recurrence has a significantly poorer prognosis and outcome than late recurrence. Different pathogenesis corresponds to different predictors of the risk of early or late recurrence. An adequate knowledge of predictive factors and recurrence risk stratification guides the therapeutic strategy and post-treatment surveillance. Patients at high risk of HCC recurrence should be referred to treatments with the lowest recurrence rate and when standardized to combined or adjuvant therapy regimens. This review aimed to expose the recurrence predictors and examine the differences between predictors of early and late recurrence.
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Affiliation(s)
- Riccardo Nevola
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
- Internal Medicine and Hepatology Unit, Ospedale Evangelico Betania, Naples 80147, Italy
| | - Rachele Ruocco
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
| | - Livio Criscuolo
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
| | - Angela Villani
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
| | - Maria Alfano
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
| | - Domenico Beccia
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
| | - Simona Imbriani
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
| | - Ernesto Claar
- Internal Medicine and Hepatology Unit, Ospedale Evangelico Betania, Naples 80147, Italy
| | - Domenico Cozzolino
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
| | - Ferdinando Carlo Sasso
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
| | - Aldo Marrone
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
| | - Luigi Elio Adinolfi
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
| | - Luca Rinaldi
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli,” Naples 80138, Italy
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10
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Campani C, Zucman-Rossi J, Nault JC. Genetics of Hepatocellular Carcinoma: From Tumor to Circulating DNA. Cancers (Basel) 2023; 15:cancers15030817. [PMID: 36765775 PMCID: PMC9913369 DOI: 10.3390/cancers15030817] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 01/21/2023] [Accepted: 01/23/2023] [Indexed: 02/01/2023] Open
Abstract
Hepatocellular carcinoma (HCC) accounts for 90% of primary hepatic malignancies and is one of the major causes of cancer-related death. Over the last 15 years, the molecular landscape of HCC has been deciphered, with the identification of the main driver genes of liver carcinogenesis that belong to six major biological pathways, such as telomere maintenance, Wnt/b-catenin, P53/cell cycle regulation, oxidative stress, epigenetic modifiers, AKT/mTOR and MAP kinase. The combination of genetic and transcriptomic data composed various HCC subclasses strongly related to risk factors, pathological features and prognosis. However, translation into clinical practice is not achieved, mainly because the most frequently mutated genes are undruggable. Moreover, the results derived from the analysis of a single tissue sample may not adequately catch the intra- and intertumor heterogeneity. The analysis of circulating tumor DNA (ctDNA) is broadly developed in other types of cancer for early diagnosis, prognosis and monitoring under systemic treatment in order to identify primary and secondary mechanisms of resistance. The aim of this review is to describe recent data about the HCC molecular landscape and to discuss how ctDNA could be used in the future for HCC detection and management.
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Affiliation(s)
- Claudia Campani
- Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université de Paris Cité, Team «Functional Genomics of Solid Tumors», 75006 Paris, France
- Equipe labellisée Ligue Nationale Contre le Cancer, Labex OncoImmunology, 75006 Paris, France
- Internal Medicine and Hepatology Unit, Department of Experimental and Clinical Medicine, University of Firenze, 50134 Firenze, Italy
| | - Jessica Zucman-Rossi
- Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université de Paris Cité, Team «Functional Genomics of Solid Tumors», 75006 Paris, France
- Equipe labellisée Ligue Nationale Contre le Cancer, Labex OncoImmunology, 75006 Paris, France
- Hôpital Européen Georges Pompidou, APHP, 75015 Paris, France
| | - Jean-Charles Nault
- Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université de Paris Cité, Team «Functional Genomics of Solid Tumors», 75006 Paris, France
- Equipe labellisée Ligue Nationale Contre le Cancer, Labex OncoImmunology, 75006 Paris, France
- Liver Unit, Hôpital Avicenne, Hôpitaux Universitaires Paris-Seine-Saint-Denis, Assistance-Publique Hôpitaux de Paris, 93000 Bobigny, France
- Unité de Formation et de Recherche Santé Médecine et Biologie Humaine, Université Paris Nord, 93000 Bobigny, France
- Correspondence: ; Tel.: +33-6-1067-9461
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11
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Wu F, Sun H, Zhou C, Huang P, Xiao Y, Yang C, Zeng M. Prognostic factors for long-term outcome in bifocal hepatocellular carcinoma after resection. Eur Radiol 2023; 33:3604-3616. [PMID: 36700957 DOI: 10.1007/s00330-023-09398-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 12/14/2022] [Accepted: 12/23/2022] [Indexed: 01/27/2023]
Abstract
OBJECTIVES This study aimed to evaluate whether the radiological similarity and clinicopathological factors determine the prognosis in bifocal hepatocellular carcinoma (bHCC) stratified by the Milan criteria. METHODS Consecutive patients with pathologically confirmed bHCC examined between January 2016 and December 2018 were retrospectively enrolled and grouped based on the Milan criteria. Two radiologists independently evaluated whether the imaging features of both tumors were consistent or not, which was defined as the radiological similarity. The clinicopathological data were also collected. The multivariable Cox regression was applied to separately identify the independent factors for recurrence-free survival (RFS) and overall survival (OS) in bHCC within and beyond the Milan criteria. RESULTS A total of 193 patients were evaluated and divided into the within the Milan criteria group (n = 72) and the beyond the Milan criteria group (n = 121). bHCC within the Milan criteria showed a significantly better prognosis than those beyond the criteria. In the within the Milan criteria group, HBV-DNA load >104 IU/mL, microvascular invasion (MVI), and different enhancement patterns were independently associated with poor RFS. MVI was an independent prognostic factor for poor OS. In the beyond the Milan criteria group, HBV infection, MVI, increased ratio of the larger to the smaller tumor diameter (RLSD) value, and low comprehensive similarity were associated with shorter RFS, whereas MVI and increased RLSD value were independent predictors for poor OS. CONCLUSIONS Our study revealed that in addition to MVI- and HBV-related factors, similarity in imaging features between lesions of bHCC is associated with the long-term prognosis. KEY POINTS • The prognosis of bifocal HCC patients within the Milan criteria is significantly better than those beyond the criteria. • The similarity in imaging features between lesions of bHCC was an independent prognostic factor. • The more similar the bifocal lesions are in imaging features, the better the prognosis is.
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Affiliation(s)
- Fei Wu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China
| | - Haitao Sun
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China
| | - Changwu Zhou
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China.,Shanghai Institute of Medical Imaging, Shanghai, China
| | - Peng Huang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China
| | - Yuyao Xiao
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China
| | - Chun Yang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China. .,Department of Cancer Center, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China.
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China. .,Department of Cancer Center, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China. .,Shanghai Institute of Medical Imaging, Shanghai, China.
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12
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Milana F, Polidoro MA, Famularo S, Lleo A, Boldorini R, Donadon M, Torzilli G. Surgical Strategies for Recurrent Hepatocellular Carcinoma after Resection: A Review of Current Evidence. Cancers (Basel) 2023; 15:cancers15020508. [PMID: 36672457 PMCID: PMC9856445 DOI: 10.3390/cancers15020508] [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: 12/02/2022] [Revised: 01/07/2023] [Accepted: 01/10/2023] [Indexed: 01/17/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common primary liver cancer, and both liver resection and liver transplantation are considered potentially curative options. However, high recurrence rates affect the prognosis depending both on the primary HCC pathology characteristics or on the type and time of the relapse. While great attention has been usually posted on treatment algorithms for the first HCC, treatment algorithms for recurrent HCC (rHCC) are lacking. In these cases, surgery still represents a curative option with both redo hepatectomy and/or salvage liver transplantation, which are considered valid treatments in selected patients. In the current era of personalised medicine with promises of new systemic-targeted immuno-chemotherapies, we wished to perform a narrative review of the literature on the role of surgical strategies for rHCC.
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Affiliation(s)
- Flavio Milana
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Michela Anna Polidoro
- Hepatobiliary Immunopathology Laboratory, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Simone Famularo
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Ana Lleo
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Department of Internal Medicine, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
| | - Renzo Boldorini
- Department of Health Sciences, Università del Piemonte Orientale, 28100 Novara, NO, Italy
- Department of Pathology, University Maggiore Hospital, 28100 Novara, NO, Italy
| | - Matteo Donadon
- Hepatobiliary Immunopathology Laboratory, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
- Department of Health Sciences, Università del Piemonte Orientale, 28100 Novara, NO, Italy
- Department of General Surgery, University Maggiore Hospital, 28100 Novara, NO, Italy
- Correspondence:
| | - Guido Torzilli
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, MI, Italy
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, 20089 Rozzano, MI, Italy
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13
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Xu FQ, Dong MM, Wang ZF, Cao LD. Metabolic rearrangements and intratumoral heterogeneity for immune response in hepatocellular carcinoma. Front Immunol 2023; 14:1083069. [PMID: 36776894 PMCID: PMC9908004 DOI: 10.3389/fimmu.2023.1083069] [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: 10/28/2022] [Accepted: 01/09/2023] [Indexed: 01/27/2023] Open
Abstract
Liver cancer is one of the most common malignant tumors globally. Not only is it difficult to diagnose, but treatments are scarce and the prognosis is generally poor. Hepatocellular carcinoma (HCC) is the most common type of liver cancer. Aggressive cancer cells, such as those found in HCC, undergo extensive metabolic rewiring as tumorigenesis, the unique feature, ultimately causes adaptation to the neoplastic microenvironment. Intratumoral heterogeneity (ITH) is defined as the presence of distinct genetic features and different phenotypes in the same tumoral region. ITH, a property unique to malignant cancers, results in differences in many different features of tumors, including, but not limited to, tumor growth and resistance to chemotherapy, which in turn is partly responsible for metabolic reprogramming. Moreover, the different metabolic phenotypes might also activate the immune response to varying degrees and help tumor cells escape detection by the immune system. In this review, we summarize the reprogramming of glucose metabolism and tumoral heterogeneity and their associations that occur in HCC, to obtain a better understanding of the mechanisms of HCC oncogenesis.
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Affiliation(s)
- Fei-Qi Xu
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China.,The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | - Meng-Meng Dong
- Jilin Provincial Key Laboratory on Molecular and Chemical Genetics, The Second Hospital of Jilin University, Changchun, China
| | - Zhi-Fei Wang
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Li-Dong Cao
- General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimally Invasive Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
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14
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Fujita M, Chen MJM, Siwak DR, Sasagawa S, Oosawa-Tatsuguchi A, Arihiro K, Ono A, Miura R, Maejima K, Aikata H, Ueno M, Hayami S, Yamaue H, Chayama K, Lee JS, Lu Y, Mills GB, Liang H, Nishizuka SS, Nakagawa H. Proteo-genomic characterization of virus-associated liver cancers reveals potential subtypes and therapeutic targets. Nat Commun 2022; 13:6481. [PMID: 36309506 PMCID: PMC9617926 DOI: 10.1038/s41467-022-34249-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 10/19/2022] [Indexed: 12/25/2022] Open
Abstract
Primary liver cancer is a heterogeneous disease in terms of its etiology, histology, and therapeutic response. Concurrent proteomic and genomic characterization of a large set of clinical liver cancer samples can help elucidate the molecular basis of heterogeneity and thus serve as a valuable resource for personalized liver cancer treatment. In this study, we perform proteomic profiling of ~300 proteins on 259 primary liver cancer tissues with reverse-phase protein arrays, mutational analysis using whole genome sequencing and transcriptional analysis with RNA-Seq. Patients are of Japanese ethnic background and mainly HBV or HCV positive, providing insight into this important liver cancer subtype. Unsupervised classification of tumors based on protein expression profiles reveal three proteomic subclasses R1, R2, and R3. The R1 subclass is immunologically hot and demonstrated a good prognosis. R2 contains advanced proliferative tumor with TP53 mutations, high expression of VEGF receptor 2 and the worst prognosis. R3 is enriched with CTNNB1 mutations and elevated mTOR signaling pathway activity. Twenty-two proteins, including CDK1 and CDKN2A, are identified as potential prognostic markers. The proteomic classification presented in this study can help guide therapeutic decision making for liver cancer treatment.
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Affiliation(s)
- Masashi Fujita
- Laboratory for Cancer Genomics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Mei-Ju May Chen
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Doris Rieko Siwak
- Department of Systems Biology to Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Shota Sasagawa
- Laboratory for Cancer Genomics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Ayako Oosawa-Tatsuguchi
- Laboratory for Cancer Genomics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Koji Arihiro
- Department of Anatomical Pathology, Hiroshima University Hospital, Hiroshima, Japan
| | - Atsushi Ono
- Department of Gastroenterology and Metabolism, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Ryoichi Miura
- Department of Gastroenterology and Metabolism, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Kazuhiro Maejima
- Laboratory for Cancer Genomics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Hiroshi Aikata
- Department of Gastroenterology and Metabolism, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Masaki Ueno
- Second Department of Surgery, Wakayama Medical University, Wakayama, Japan
| | - Shinya Hayami
- Second Department of Surgery, Wakayama Medical University, Wakayama, Japan
| | - Hiroki Yamaue
- Second Department of Surgery, Wakayama Medical University, Wakayama, Japan
| | - Kazuaki Chayama
- Department of Gastroenterology and Metabolism, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Ju-Seog Lee
- Department of Systems Biology to Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yiling Lu
- Department of Systems Biology to Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gordon B Mills
- Division of Oncological Sciences, Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Han Liang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Systems Biology to Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Satoshi S Nishizuka
- Division of Biomedical Research and Development, Institute of Biomedical Sciences, Iwate Medical University, Morioka, Japan
| | - Hidewaki Nakagawa
- Laboratory for Cancer Genomics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan.
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15
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Ogasawara S, Koroki K, Kanzaki H, Kobayashi K, Kiyono S, Nakamura M, Kanogawa N, Saito T, Kondo T, Nakagawa R, Nakamoto S, Muroyama R, Chiba T, Kato N. Changes in therapeutic options for hepatocellular carcinoma in Asia. Liver Int 2022; 42:2055-2066. [PMID: 34780081 DOI: 10.1111/liv.15101] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 11/10/2021] [Accepted: 11/12/2021] [Indexed: 12/19/2022]
Abstract
The incidence rate of hepatocellular carcinoma (HCC) is expected to increase, with most cases occurring in Asia. In some parts of Asia, the occurrence of HCC developing from metabolic-related liver disease has markedly increased in recent years, whereas the occurrence of HCC developing from viral-hepatitis-related liver disease has decreased. Advancements in the treatment of HCC over the past few decades has been remarkable, with most treatment strategies to remove or control liver tumours (hepatic resection, local ablation, radiation therapy, transarterial chemoembolisation, hepatic arterial infusion chemotherapy) primarily developing in Asia. In addition, recent progress in systemic therapies has prolonged the prognosis of advanced HCC. Nowadays, six regimens of systemic therapies have become available in most countries, according to phase III trials (atezolizumab plus bevacizumab, sorafenib, lenvatinib, regorafenib, cabozantinib and ramucirumab). In a global randomised phase III trial (IMbrave 150 trial), the most effective of the latest drug designs was newly emerged combination immunotherapy (atezolizumab plus bevacizumab), which has shown significantly prolonged overall survival compared with sorafenib, which was the first-line systemic therapy for more than a decade. Now, the treatment dynamics for HCC are undergoing a major transition as a result of two important changes: the replacement of viral-related HCC by metabolic-related HCC and the emergence of combination immune therapy.
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Affiliation(s)
- Sadahisa Ogasawara
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan.,Translational Research and Development Center, Chiba University Hospital, Chiba, Japan
| | - Keisuke Koroki
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Hiroaki Kanzaki
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Kazufumi Kobayashi
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Soichiro Kiyono
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Masato Nakamura
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Naoya Kanogawa
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Tomoko Saito
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Takayuki Kondo
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Ryo Nakagawa
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Shingo Nakamoto
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Ryosuke Muroyama
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Tetsuhiro Chiba
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Naoya Kato
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
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16
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Abstract
The evolutionary history of hepatobiliary cancers is embedded in their genomes. By analysing their catalogue of somatic mutations and the DNA sequence context in which they occur, it is possible to infer the mechanisms underpinning tumorigenesis. These mutational signatures reflect the exogenous and endogenous origins of genetic damage as well as the capacity of hepatobiliary cells to repair and replicate DNA. Genomic analysis of thousands of patients with hepatobiliary cancers has highlighted the diversity of mutagenic processes active in these malignancies, highlighting a prominent source of the inter-cancer-type, inter-patient, intertumour and intratumoural heterogeneity that is observed clinically. However, a substantial proportion of mutational signatures detected in hepatocellular carcinoma and biliary tract cancer remain of unknown cause, emphasizing the important contribution of processes yet to be identified. Exploiting mutational signatures to retrospectively understand hepatobiliary carcinogenesis could advance preventative management of these aggressive tumours as well as potentially predict treatment response and guide the development of therapies targeting tumour evolution.
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17
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Seehofer D, Petrowsky H, Schneeberger S, Vibert E, Ricke J, Sapisochin G, Nault JC, Berg T. Patient Selection for Downstaging of Hepatocellular Carcinoma Prior to Liver Transplantation—Adjusting the Odds? Transpl Int 2022; 35:10333. [PMID: 35529597 PMCID: PMC9069348 DOI: 10.3389/ti.2022.10333] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 02/22/2022] [Indexed: 11/30/2022]
Abstract
Background and Aims: Morphometric features such as the Milan criteria serve as standard criteria for liver transplantation (LT) in patients with hepatocellular carcinoma (HCC). Since it has been recognized that these criteria are too restrictive and do not adequately display the tumor biology, additional selection parameters are emerging. Methods: Concise review of the current literature on patient selection for downstaging and LT for HCC outside the Milan criteria. Results: The major task in patients outside the Milan criteria is the need for higher granularity with patient selection, since the benefit through LT is not uniform. The recent literature clearly shows that beneath tumor size and number, additional selection parameters are useful in the process of patient selection for and during downstaging. For initial patient selection, the alpha fetoprotein (AFP) level adds additional information to the size and number of HCC nodules concerning the chance of successful downstaging and LT. This effect is quantifiable using newer selection tools like the WE (West-Eastern) downstaging criteria or the Metroticket 2.0 criteria. Also an initial PET-scan and/or tumor biopsy can be helpful, especially in the high risk group of patients outside the University of California San Francisco (UCSF) criteria. After this entry selection, the clinical course during downstaging procedures concerning the tumor and the AFP response is of paramount importance and serves as an additional final selection tool. Conclusion: Selection criteria for liver transplantation in HCC patients are becoming more and more sophisticated, but are still imperfect. The implementation of molecular knowledge will hopefully support a more specific risk prediction for HCC patients in the future, but do not provide a profound basis for clinical decision-making at present.
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Affiliation(s)
- Daniel Seehofer
- Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital, Leipzig, Germany
- *Correspondence: Daniel Seehofer,
| | - Henrik Petrowsky
- Swiss HPB and Transplantation Center, Department of Surgery and Transplantation, University Hospital Zürich, Zurich, Switzerland
| | - Stefan Schneeberger
- Department of Visceral, Transplantation and Thoracic Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Eric Vibert
- Centre Hépato-Biliaire, Hôpital Paul Brousse, Villejuif, France
| | - Jens Ricke
- Department of Radiology, LMU Munich, Munich, Germany
| | - Gonzalo Sapisochin
- Ajmera Transplant Program and HPB Surgical Oncology, Department of Surgery, Toronto General Hospital, University of Toronto, Toronto, ON, Canada
| | - Jean-Charles Nault
- Service d’Hépatologie, Hôpital Avicenne, Hôpitaux Universitaires Paris-Seine-Saint-Denis, Université Paris Nord, Paris, France
- INSERM UMR 1138 Functional Genomics of Solid Tumors Laboratory, Paris, France
| | - Thomas Berg
- Division of Hepatology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany
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18
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Lin S, Chen Y, Wang J, Cai Y, Chen X, Chen Y, Shi Y, Chen G, Zhu K. Multi-Region Genomic Landscape Analysis for the Preoperative Prediction of Lymph Node Metastasis in Esophageal Carcinoma. Front Genet 2022; 13:830601. [PMID: 35401692 PMCID: PMC8986126 DOI: 10.3389/fgene.2022.830601] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 02/28/2022] [Indexed: 11/13/2022] Open
Abstract
Objective: Esophageal cancer is an aggressive malignant tumor, with 90 percent of the patients prone to recurrence and metastasis. Although recent studies have identified some potential biomarkers, these biomarkers’ clinical or pathological significance is still unclear. Therefore, it is urgent to further identify and study novel molecular changes occurring in esophageal cancer. It has positive clinical significance to identify a tumor-specific mutation in patients after surgery for an effective intervention to improve the prognosis of patients.Methods: In this study, we performed whole-exome sequencing (WES) on 33 tissue samples from six esophageal cancer patients with lymph node metastasis, compared the differences in the genomic and evolutionary maps in different tissues, and then performed pathway enrichment analysis on non-synonymous mutation genes. Finally, we sorted out the somatic mutation data of all patients to analyze the subclonality of each tumor.Results: There were significant differences in somatic mutations between the metastatic lymph nodes and primary lesions in the six patients. Clustering results of pathway enrichment analysis indicated that the metastatic lymph nodes had certain commonalities. Tumors of the cloned exploration results illustrated that five patients showed substantial heterogeneity.Conclusion: WES technology can be used to explore the differences in regional evolutionary maps, heterogeneity, and detect patients’ tumor-specific mutations. In addition, an in-depth understanding of the ontogeny and phylogeny of tumor heterogeneity can help to further find new molecular changes in esophageal cancer, which can improve the prognosis of EC patients and provide a valuable reference for their diagnosis.
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Affiliation(s)
- Shaofeng Lin
- Department of Thoracic Surgery, Fujian Medical University Cancer Hospital and Fujian Cancer Hospital, Fuzhou, China
| | - Yanping Chen
- Department of Pathology, Fujian Medical University Cancer Hospital and Fujian Cancer Hospital, Fuzhou, China
| | - Jianchao Wang
- Department of Pathology, Fujian Medical University Cancer Hospital and Fujian Cancer Hospital, Fuzhou, China
| | - Yibin Cai
- Department of Thoracic Surgery, Fujian Medical University Cancer Hospital and Fujian Cancer Hospital, Fuzhou, China
| | - Xiaohui Chen
- Department of Thoracic Surgery, Fujian Medical University Cancer Hospital and Fujian Cancer Hospital, Fuzhou, China
| | - Yuanmei Chen
- Department of Thoracic Surgery, Fujian Medical University Cancer Hospital and Fujian Cancer Hospital, Fuzhou, China
| | - Yi Shi
- Department of Molecular Pathology, Fujian Medical University Cancer Hospital and Fujian Cancer Hospital, Fuzhou, China
| | - Gang Chen
- Department of Pathology, Fujian Medical University Cancer Hospital and Fujian Cancer Hospital, Fuzhou, China
- *Correspondence: Gang Chen, ; Kunshou Zhu,
| | - Kunshou Zhu
- Department of Thoracic Surgery, Fujian Medical University Cancer Hospital and Fujian Cancer Hospital, Fuzhou, China
- *Correspondence: Gang Chen, ; Kunshou Zhu,
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19
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Coto-Llerena M, Benjak A, Gallon J, Meier MA, Boldanova T, Terracciano LM, Ng CKY, Piscuoglio S. Circulating Cell-Free DNA Captures the Intratumor Heterogeneity in Multinodular Hepatocellular Carcinoma. JCO Precis Oncol 2022; 6:e2100335. [PMID: 35263170 PMCID: PMC8926063 DOI: 10.1200/po.21.00335] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is a highly heterogeneous disease, with more than 40% of patients initially diagnosed with multinodular HCCs. Although circulating cell-free DNA (cfDNA) has been shown to effectively detect somatic mutations, little is known about its utility to capture intratumor heterogeneity in patients with multinodular HCC undergoing systemic treatment.
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Affiliation(s)
- Mairene Coto-Llerena
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland.,Visceral Surgery and Precision Medicine Research Laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Andrej Benjak
- Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland
| | - John Gallon
- Visceral Surgery and Precision Medicine Research Laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Marie-Anne Meier
- Hepatology Laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland.,Division of Gastroenterology and Hepatology, University Hospital Basel, Basel, Switzerland
| | - Tuyana Boldanova
- Hepatology Laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland.,Division of Gastroenterology and Hepatology, University Hospital Basel, Basel, Switzerland
| | - Luigi M Terracciano
- Department of Anatomic Pathology, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Charlotte K Y Ng
- Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland.,SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Salvatore Piscuoglio
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland.,Visceral Surgery and Precision Medicine Research Laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland
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20
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Sphingosine-1-phosphate transporter spinster homolog 2 is essential for iron-regulated metastasis of hepatocellular carcinoma. Mol Ther 2022; 30:703-713. [PMID: 34547466 PMCID: PMC8821935 DOI: 10.1016/j.ymthe.2021.09.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 07/04/2021] [Accepted: 09/14/2021] [Indexed: 02/04/2023] Open
Abstract
Iron dyshomeostasis is associated with hepatocellular carcinoma (HCC) development. However, the role of iron in HCC metastasis is unknown. This study aimed to elucidate the underlying mechanisms of iron's enhancement activity on HCC metastasis. In addition to the HCC cell lines and clinical samples in vitro, iron-deficient (ID) mouse models were generated using iron-free diet and transferrin receptor protein knockout, followed by administration of HCC tumors through either orthotopic or ectopic route. Clinical metastatic HCC samples showed significant ID status, accompanied by overexpression of sphingosine-1-phosphate transporter spinster homolog 2 (SPNS2). Mechanistically, ID increased SPNS2 expression, leading to HCC metastasis in both cell cultures and mouse models. ID not only altered the anti-tumor immunity, which was indicated by phenotypes of lymphatic subsets in the liver and lung of tumor-bearing mice, but also promoted HCC metastasis in a cancer cell autonomous manner through the SPNS2. Since germline knockout of globe SPNS2 showed significantly reduced HCC metastasis, we further developed hepatic-targeting recombinant adeno-associated virus vectors to knockdown SPNS2 expression and to inhibit iron-regulated HCC metastasis. Our observation indicates the role of iron in HCC pulmonary metastasis and suggests SPNS2 as a potential therapeutic target for the prevention of HCC pulmonary metastasis.
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21
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Whole-genome sequencing reveals the evolutionary trajectory of HBV-related hepatocellular carcinoma early recurrence. Signal Transduct Target Ther 2022; 7:24. [PMID: 35078970 PMCID: PMC8789859 DOI: 10.1038/s41392-021-00838-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 08/29/2021] [Accepted: 08/31/2021] [Indexed: 11/24/2022] Open
Abstract
Patients with hepatocellular carcinoma (HCC) have poor long-term survival following curative resection because of the high rate of tumor early recurrence. Little is known about the trajectory of genomic evolution from primary to early-recurrent HCC. In this study, we performed whole-genome sequencing (WGS) on 40 pairs of primary and early-recurrent hepatitis B virus (HBV)-related HCC tumors from patients who received curative resection, and from four patients whose primary and recurrent tumor were extensively sampled. We identified two recurrence patterns: de novo recurrence (18/40), which developed genetically independently of the primary tumor and carried different HCC drivers, and ancestral recurrence (22/40), which was clonally related to the primary tumor and progressed more rapidly than de novo recurrence. We found that the recurrence location was predictive of the recurrence pattern: distant recurrence tended to display the de novo pattern, whereas local recurrence tended to display the ancestral pattern. We then uncovered the evolutionary trajectories based on the subclonal architecture, driver-gene mutations, and mutational processes observed in the primary and recurrent tumors. Multi-region WGS demonstrated spatiotemporal heterogeneity and polyclonal, monophyletic dissemination in HCC ancestral recurrence. In addition, we identified recurrence-specific mutations and copy-number gains in BCL9, leading to WNT/β-catenin signaling activation and an immune-excluded tumor microenvironment, which suggests that BCL9 might serve as a new therapeutic target for recurrent HCC. Collectively, our results allow us to view with unprecedented clarity the genomic evolution during HBV-related HCC early recurrence, providing an important molecular foundation for enhanced understanding of HCC with implications for personalized therapy to improve patient survival.
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22
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Takeda H, Takai A, Eso Y, Takahashi K, Marusawa H, Seno H. Genetic Landscape of Multistep Hepatocarcinogenesis. Cancers (Basel) 2022; 14:568. [PMID: 35158835 PMCID: PMC8833551 DOI: 10.3390/cancers14030568] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 12/22/2021] [Accepted: 01/15/2022] [Indexed: 12/04/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is a major cause of cancer-related death worldwide. Although several targeted therapy agents are available for advanced HCC, their antitumor efficacy remains limited. As the complex genetic landscape of HCC would compromise the antitumor efficacy of targeted therapy, a deeper understanding of the genetic landscape of hepatocarcinogenesis is necessary. Recent comprehensive genetic analyses have revealed the driver genes of HCC, which accumulate during the multistage process of hepatocarcinogenesis, facilitating HCC genetic heterogeneity. In addition, as early genetic changes may represent key therapeutic targets, the genetic landscapes of early HCC and precancerous liver tissues have been characterized in recent years, in parallel with the advancement of next-generation sequencing analysis. In this review article, we first summarize the landscape of the liver cancer genome and its intratumor heterogeneity. We then introduce recent insight on early genetic alterations in hepatocarcinogenesis, especially those in early HCC and noncancerous liver tissues. Finally, we summarize the multistep accumulation of genetic aberrations throughout cancer progression and discuss the future perspective towards the clinical application of this genetic information.
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Affiliation(s)
- Haruhiko Takeda
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan; (H.T.); (Y.E.); (K.T.); (H.S.)
| | - Atsushi Takai
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan; (H.T.); (Y.E.); (K.T.); (H.S.)
| | - Yuji Eso
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan; (H.T.); (Y.E.); (K.T.); (H.S.)
| | - Ken Takahashi
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan; (H.T.); (Y.E.); (K.T.); (H.S.)
| | - Hiroyuki Marusawa
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka 543-8555, Japan;
| | - Hiroshi Seno
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan; (H.T.); (Y.E.); (K.T.); (H.S.)
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23
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Zhou Q, Wang X, Li R, Wang C, Wang J, Xie X, Li Y, Li S, Mao X, Liang P. Sorafenib as adjuvant therapy following radiofrequency ablation for recurrent hepatocellular carcinoma within Milan criteria: a multicenter analysis. J Gastroenterol 2022; 57:684-694. [PMID: 35816221 PMCID: PMC9392709 DOI: 10.1007/s00535-022-01895-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 06/12/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND Radiofrequency ablation (RFA) is considered as a convenient treatment with mild damage in treating recurrent hepatocellular carcinoma (RHCC). However, for patients with high risk of progression after RFA still needs new strategies to decrease the repeat recurrence. METHODS A total of 460 patients with RHCC within Milan criteria in four institutions were enrolled. 174 pairs were enrolled after propensity score matching (PSM). Overall survival (OS) and tumor-free survival (TFS) were compared between the two groups. A quantitative score system was established to screen out the beneficial population from RFA-sorafenib treatment. RESULTS The 1-, 3-, and 5-year OS rates were 97.7%, 83.7%, 54.7% for RFA-sorafenib group, and 93.1%, 61.3%, 30.9% for RFA group after PSM, respectively. Compared with the RFA group, the RFA-sorafenib group had significantly better OS (P < 0.001). The 1-, 3-, and 5-year TFS rates were 90.8%, 49.0%, 20.4% for RFA-sorafenib group, and 67.8%, 28.0%, 14.5% for RFA group after PSM. The difference was observed significantly between RFA-sorafenib group and RFA group (P < 0.001). A quantitative risk score system was established to precisely screen out the beneficial population from RFA-sorafenib treatment. CONCLUSIONS Adjuvant sorafenib after RFA was superior to RFA alone in improving survival outcomes in patients with recurrent HCC within Milan criteria after initial hepatectomy. Subgroup analyses concluded that patients with high risk score had significantly longer survival from sorafenib administration.
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Affiliation(s)
- Qunfang Zhou
- grid.414252.40000 0004 1761 8894Department of Interventional Ultrasound, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853 China
| | - Xiaohui Wang
- grid.477407.70000 0004 1806 9292Department of Hepatobiliary Surgery, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, 410002 Hunan Province China
| | - Ruixia Li
- grid.414252.40000 0004 1761 8894Department of Interventional Ultrasound, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853 China
| | - Chenmeng Wang
- grid.414252.40000 0004 1761 8894Department of Interventional Ultrasound, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853 China
| | - Juncheng Wang
- grid.488530.20000 0004 1803 6191Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, 510060 Guangdong China
| | - Xiaoyan Xie
- grid.412615.50000 0004 1803 6239Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510060 China
| | - Yali Li
- grid.414252.40000 0004 1761 8894Department of Interventional Ultrasound, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853 China
| | - Shaoqiang Li
- grid.412615.50000 0004 1803 6239Department of Liver Surgery, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510060 Guangdong Province China
| | - Xianhai Mao
- grid.477407.70000 0004 1806 9292Department of Hepatobiliary Surgery, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, 410002 Hunan Province China
| | - Ping Liang
- grid.414252.40000 0004 1761 8894Department of Interventional Ultrasound, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853 China
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24
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Ohni S, Yamaguchi H, Hirotani Y, Nakanishi Y, Midorikawa Y, Sugitani M, Naruse H, Nakayama T, Makishima M, Esumi M. Direct molecular evidence for both multicentric and monoclonal carcinogenesis followed by transdifferentiation from hepatocellular carcinoma to cholangiocarcinoma in a case of metachronous liver cancer. Oncol Lett 2021; 23:22. [PMID: 34868359 PMCID: PMC8630812 DOI: 10.3892/ol.2021.13140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 10/18/2021] [Indexed: 01/21/2023] Open
Abstract
Frequent recurrence is a major issue in liver cancer and histological heterogeneity frequently occurs in this cancer type. However, it has remained elusive whether such cancers are multicentric or monoclonal. To elucidate the clonal evolution of hepatocellular carcinoma (HCC) recurrence and combined hepatocellular-cholangiocarcinoma (cHCC-CCA) development, the somatic mutation frequency and signatures in a patient with triple occurrence of liver cancer every three years were examined, with samples designated as #1HCC, #2HCC and #3cHCC-CCA, respectively. A total of four tumor regions, including HCC (#3HCC) and intrahepatic CCA (#3iCCA) components of #3cHCC-CCA, and three nontumor regions (#1N, #2N and #3N) were precisely dissected from formalin-fixed paraffin-embedded tissues of each surgical specimen. DNA was extracted and subjected to tumor-specific somatic mutation determination. Of note, five nonsynonymous single-nucleotide variants (SNVs), namely those of KMT2D, TP53, DNMT3A, PKHD1 and TLR4, were identified in #3cHCC-CCA. All five SNVs were detected in both #3HCC and #3iCCA and #2HCC but not in #1HCC. The telomerase reverse transcriptase (TERT) promoter mutation C228T, but not C250T, was observed in all tumors. Digital PCR of C228T also indicated the presence of the TERT promoter mutation C228T in nontumorous liver tissues (#1N, #2N and #3N) at a frequency of 0.11–0.83% compared with normal liver and blood samples. These results suggest the following phylogenetic evolution of three metachronous liver cancers: #1HCC was not related to #2HCC, #3HCC and #3iCCA; both #3HCC and #3iCCA arose from #2HCC. From the above, three novel findings were deduced: i) Both multicentric occurrence and intrahepatic metastasis may be involved in liver cancer in a three-year interval; ii) transdifferentiation from HCC to iCCA is a possible pathogenic mechanism of cHCC-CCA; and iii) a nontumorous, noncirrhotic liver may contain a preneoplastic region with a cancer driver mutation in the TERT promoter.
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Affiliation(s)
- Sumie Ohni
- Department of Pathology and Microbiology, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Hiromi Yamaguchi
- Division of Biochemistry, Department of Biomedical Sciences, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Yukari Hirotani
- Department of Pathology and Microbiology, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Yoko Nakanishi
- Department of Pathology and Microbiology, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Yutaka Midorikawa
- Department of Surgery, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Masahiko Sugitani
- Department of Pathology and Microbiology, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Hiromu Naruse
- Department of Pathology and Microbiology, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Tomohiro Nakayama
- Department of Pathology and Microbiology, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Makoto Makishima
- Division of Biochemistry, Department of Biomedical Sciences, Nihon University School of Medicine, Tokyo 173-8610, Japan
| | - Mariko Esumi
- Division of Biochemistry, Department of Biomedical Sciences, Nihon University School of Medicine, Tokyo 173-8610, Japan
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25
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Muraoka M, Maekawa S, Katoh R, Komiyama Y, Nakakuki N, Takada H, Matsuda S, Suzuki Y, Sato M, Tatsumi A, Miura M, Amemiya F, Shindo H, Takano S, Fukasawa M, Yamauchi K, Yamaguchi T, Nakayama Y, Inoue T, Enomoto N. Usefulness of Cell-Free Human Telomerase Reverse Transcriptase Mutant DNA Quantification in Blood for Predicting Hepatocellular Carcinoma Treatment Efficacy. Hepatol Commun 2021; 5:1927-1938. [PMID: 34558819 PMCID: PMC8557313 DOI: 10.1002/hep4.1762] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 04/28/2021] [Accepted: 05/16/2021] [Indexed: 12/26/2022] Open
Abstract
Although the usefulness of liquid biopsy as a biomarker in the treatment of hepatocellular carcinoma (HCC) has been suggested, its usefulness in transcatheter arterial chemoembolization (TACE) or tyrosine kinase inhibitor (TKI) therapies has not been reported in detail. In this study, we investigated the clinical value of a cell-free (cf)DNA quantification system targeting the human telomerase reverse transcriptase (hTERT) promoter mutation in advanced HCC treatment. Plasma from 67 patients with advanced HCC, treated with TACE and TKI, was used for extraction of cfDNA. We defined cfDNA with the hTERT promoter C228T mutation as circulating mutant DNA (mutant DNA) and without the mutation as circulating wild-type DNA (wild-type DNA). We analyzed the changes in mutant and wild-type DNA levels during HCC treatment and examined the relationship between changes in the cfDNA level and the clinical course. Mutant DNA was detected in 73.1% (49/67) of the patients during HCC treatment. In univariate analysis, factors associated with detection of mutant DNA before treatment were the intrahepatic maximum tumor diameter (P = 0.015) and protein induced by vitamin K absence (PIVKAII) (P = 0.006). The degree of mutant DNA change after TACE was significantly correlated with tumor volume (P < 0.001), reflecting the treated tumor volume. Responders with peak cfDNA levels within 1 week of TKI initiation had significantly better progression-free survival than nonresponders (P = 0.004). Conclusion: Changes in blood hTERT promoter mutant DNA levels during TACE or TKI treatment indirectly reflect the amount of HCCs and are useful for predicting long-term treatment responses.
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Affiliation(s)
- Masaru Muraoka
- First Department of Internal MedicineFaculty of MedicineUniversity of YamanashiChuoJapan
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26
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Intrinsic and Extrinsic Control of Hepatocellular Carcinoma by TAM Receptors. Cancers (Basel) 2021; 13:cancers13215448. [PMID: 34771611 PMCID: PMC8582520 DOI: 10.3390/cancers13215448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 10/22/2021] [Accepted: 10/26/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Tyro3, Axl, and MerTK are receptor tyrosine kinases of the TAM family, which are activated by their ligands Gas6 and Protein S. TAM receptors have large physiological implications, including the removal of dead cells, activation of immune cells, and prevention of bleeding. In the last decade, TAM receptors have been suggested to play a relevant role in liver fibrogenesis and the development of hepatocellular carcinoma. The understanding of TAM receptor functions in tumor cells and their cellular microenvironment is of utmost importance to advances in novel therapeutic strategies that conquer chronic liver disease including hepatocellular carcinoma. Abstract Hepatocellular carcinoma (HCC) is the major subtype of liver cancer, showing high mortality of patients due to limited therapeutic options at advanced stages of disease. The receptor tyrosine kinases Tyro3, Axl and MerTK—belonging to the TAM family—exert a large impact on various aspects of cancer biology. Binding of the ligands Gas6 or Protein S activates TAM receptors causing homophilic dimerization and heterophilic interactions with other receptors to modulate effector functions. In this context, TAM receptors are major regulators of anti-inflammatory responses and vessel integrity, including platelet aggregation as well as resistance to chemotherapy. In this review, we discuss the relevance of TAM receptors in the intrinsic control of HCC progression by modulating epithelial cell plasticity and by promoting metastatic traits of neoplastic hepatocytes. Depending on different etiologies of HCC, we further describe the overt role of TAM receptors in the extrinsic control of HCC progression by focusing on immune cell infiltration and fibrogenesis. Additionally, we assess TAM receptor functions in the chemoresistance against clinically used tyrosine kinase inhibitors and immune checkpoint blockade in HCC progression. We finally address the question of whether inhibition of TAM receptors can be envisaged for novel therapeutic strategies in HCC.
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27
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Gupta S, Khan S, Kawka M, Gujjuri R, Chau I, Starling N, Cunningham D, Jiao LR, Gall T. Clinical utility of clonal origin determination in managing recurrent hepatocellular carcinoma. Expert Rev Gastroenterol Hepatol 2021; 15:1159-1167. [PMID: 34402366 DOI: 10.1080/17474124.2021.1967144] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
INTRODUCTION Recurrence is the driving factor for reduced long-term survival in patients following resected hepatocellular carcinoma (HCC). Extensive research efforts have been conducted to understand the molecular processes precipitating disease recurrence. Modern genomic techniques have identified two distinct mechanisms for recurrent HCC (RHCC): Intrahepatic metastasis (IM-HCC); and multicentric origin (MO-HCC). Medline, EMBASE and Cochrane library were methodically searched for primary research articles in English with the aim of appraising existing literature on the identification of clonal origin of RHCC and its potential clinical utility. AREAS COVERED Molecular and next-generation sequencing techniques, when applied to clonal origin identification, yield superior accuracy than traditional clinicopathological criteria. Despite various treatment modalities, no optimal therapy has yet been identified for treating clonally differentiated RHCC. Patients with MO-HCC appear to experience improved long-term survival following re-treatment compared to their IM-HCC counterparts (91.7% vs 22.9% 5-year survival, p < 0.001). However, cautious interpretation is advised as heterogeneous classification criteria and small sample sizes restrict the generalizability of such findings. EXPERT OPINION Improved identification of clonal origin in RHCC may facilitate further research on RHCC treatment strategies and enable the development of novel therapeutic targets, potentially leading to individualized treatment approaches in the future.
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Affiliation(s)
- Shubham Gupta
- Department of Medicine, Imperial College London, South Kensington Campus, London, UK
| | - Sikandar Khan
- Department of Medicine, Imperial College London, South Kensington Campus, London, UK
| | - Michal Kawka
- Department of Medicine, Imperial College London, South Kensington Campus, London, UK
| | - Rohan Gujjuri
- Department of Medicine, Imperial College London, South Kensington Campus, London, UK
| | - Ian Chau
- Department Of Oncology And Surgery, The Royal Marsden Hospital, London, UK
| | - Naureen Starling
- Department Of Oncology And Surgery, The Royal Marsden Hospital, London, UK
| | - David Cunningham
- Department Of Oncology And Surgery, The Royal Marsden Hospital, London, UK
| | - Long R Jiao
- Department of Medicine, Imperial College London, South Kensington Campus, London, UK.,Department Of Oncology And Surgery, The Royal Marsden Hospital, London, UK
| | - Tamara Gall
- Department of Medicine, Imperial College London, South Kensington Campus, London, UK.,Department Of Oncology And Surgery, The Royal Marsden Hospital, London, UK
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28
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Miyata T, Hayashi H, Yamashita YI, Matsumura K, Higashi T, Imai K, Nitta H, Chikamoto A, Beppu T, Baba H. The Impact of Histologic Liver Inflammation on Oncology and the Prognosis of Patients Undergoing Hepatectomy for Hepatocellular Carcinoma. Ann Surg Oncol 2021; 29:893-902. [PMID: 34595665 DOI: 10.1245/s10434-021-10706-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 07/03/2021] [Indexed: 12/09/2022]
Abstract
BACKGROUND Liver inflammation is a reaction to disease-causing stress in the liver that induces fibrosis and cirrhosis. However, its prognostic impact after hepatectomy remains unclear. This study aimed to evaluate the prognostic and oncologic impacts of liver inflammation on patients after curative hepatectomy for hepatocellular carcinoma (HCC). METHODS The study enrolled 500 consecutive patients with primary HCC who underwent curative and primary hepatectomy. Patient characteristics and prognoses were evaluated according to histologic liver inflammation assessed by the New Inuyama Classification. RESULTS Severe liver inflammation (A3) was observed in 97 patients (19.4%) and nonsevere liver inflammation (A0-2) in 403 patients (80.6%). The patients with A3 had a significantly poorer prognosis than those with A0-2 in terms of relapse-free survival (p < 0.0001, log-rank) and overall survival (p = 0.0013, log-rank). The study showed that A3 is an independent poor prognostic factor (hazard ratio, 1.36; 95% confidence interval [Cl], 1.02-1.81; p = 0.039), and that Child-Pugh grade B and multiple tumors are associated with relapse-free survival. Furthermore, The significant predictors of early recurrence (within 2 years after hepatectomy) were A3 (odds ratio, 2.10; 95% CI, 1.25-3.55; p = 0.005), a des-γ-carboxyprothrombin level higher than 40 mAU/mL, and multiple tumors. CONCLUSIONS Severe liver inflammation was associated with poor short- and long-term prognoses independently of cirrhosis. Controlling liver inflammation in the perioperative period may be essential to improving the prognosis of patients with HCC after hepatectomy.
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Affiliation(s)
- Tatsunori Miyata
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hiromitsu Hayashi
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yo-Ichi Yamashita
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Kazuki Matsumura
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Takaaki Higashi
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Katsunori Imai
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hidetoshi Nitta
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Akira Chikamoto
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Toru Beppu
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan.,Department of Surgery, Yamaga City Medical Center, Kumamoto, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan.
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29
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Miyata T, Hayashi H, Baba H. ASO Author Reflections: Is Histologic Liver Inflammation a Predictor in Patients with Hepatocellular Carcinoma after Hepatectomy? Ann Surg Oncol 2021; 29:903-904. [PMID: 34448963 DOI: 10.1245/s10434-021-10712-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 07/21/2021] [Indexed: 11/18/2022]
Affiliation(s)
- Tatsunori Miyata
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hiromitsu Hayashi
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan.
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30
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Durante MA, Walter SD, Paez-Escamilla M, Tokarev J, Decatur CL, Dubovy SR, Schefler AC, Harbour JW. Intraocular Metastasis in Unilateral Multifocal Uveal Melanoma Without Melanocytosis or Germline BAP1 Mutations. JAMA Ophthalmol 2021; 137:1434-1439. [PMID: 31580399 DOI: 10.1001/jamaophthalmol.2019.3941] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance There has been speculation on the pathogenesis of unilateral multifocal uveal melanoma, but there remains no convincing explanation. Genetic analysis suggests that unilateral multifocal uveal melanoma may represent intraocular metastasis with increased risk of systemic metastasis. Objective To evaluate the pathogenesis of unilateral multifocal uveal melanoma. Design, Setting, and Participants This clinical case series was conducted in tertiary academic ocular oncology referral centers and included patients with unilateral multifocal uveal melanoma. Main Outcomes and Measures Gene expression and mutation profiling of tumor samples. Results Four patients (all male; age range, 54-77 years) who were diagnosed with uveal melanoma were treated with plaque brachytherapy, and subsequently developed a second discrete uveal melanoma in the same eye were included. None demonstrated ocular or oculodermal melanocytosis. All 8 tumors available for analysis exhibited class 2 gene expression profiles. In all 4 cases, the initial and subsequent tumors were available for targeted DNA sequencing and identical driver mutations were present in both tumors. Data were collected from September 2015 to August 2018. Conclusions and Relevance Unilateral multifocal uveal melanoma in the absence of ocular melanocytosis appears to occur preferentially in tumors with the class 2 gene expression profile and a BRCA1-associated protein 1 gene (BAP1) mutation. The presence of identical BAP1 mutations in multiple tumors in the same eye in the absence of a germline BAP1 mutation suggests intraocular metastasis rather than independent primary tumors. These findings indicate that the first site of metastasis can be within the eye itself and suggest that patients with unilateral multifocal uveal melanoma may be at increased risk of systemic metastasis.
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Affiliation(s)
- Michael A Durante
- Bascom Palmer Eye Institute, Miller School of Medicine, University of Miami, Miami, Florida.,Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, Florida.,Interdisciplinary Stem Cell Institute, Miller School of Medicine, University of Miami, Miami, Florida
| | - Scott D Walter
- Bascom Palmer Eye Institute, Miller School of Medicine, University of Miami, Miami, Florida.,Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, Florida.,Interdisciplinary Stem Cell Institute, Miller School of Medicine, University of Miami, Miami, Florida
| | - Manuel Paez-Escamilla
- Bascom Palmer Eye Institute, Miller School of Medicine, University of Miami, Miami, Florida.,Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, Florida.,Interdisciplinary Stem Cell Institute, Miller School of Medicine, University of Miami, Miami, Florida
| | - Julian Tokarev
- Cizik Eye Clinic, University of Texas Health Sciences Center at Houston, Houston
| | - Christina L Decatur
- Bascom Palmer Eye Institute, Miller School of Medicine, University of Miami, Miami, Florida.,Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, Florida.,Interdisciplinary Stem Cell Institute, Miller School of Medicine, University of Miami, Miami, Florida
| | - Sander R Dubovy
- Bascom Palmer Eye Institute, Miller School of Medicine, University of Miami, Miami, Florida.,Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, Florida.,Interdisciplinary Stem Cell Institute, Miller School of Medicine, University of Miami, Miami, Florida
| | - Amy C Schefler
- Cizik Eye Clinic, University of Texas Health Sciences Center at Houston, Houston.,Retina Consultants of Houston, Houston, Texas.,Blanton Eye Institute, Houston Methodist Hospital, Houston, Texas
| | - J William Harbour
- Bascom Palmer Eye Institute, Miller School of Medicine, University of Miami, Miami, Florida.,Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, Florida.,Interdisciplinary Stem Cell Institute, Miller School of Medicine, University of Miami, Miami, Florida
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31
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Genomic landscape of hepatocarcinogenesis. J Hum Genet 2021; 66:845-851. [PMID: 33958712 DOI: 10.1038/s10038-021-00928-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 04/07/2021] [Accepted: 04/07/2021] [Indexed: 12/15/2022]
Abstract
Hepatocellular carcinoma (HCC) is a global health issue and the fourth leading cause of cancer deaths worldwide. Large-scale HCC genome sequencing analyses have identified core drivers (TERT, TP53, and CTNNB1/AXIN1) as initial molecular events, and other low-frequent drivers that include therapeutically targetable ones. The recent genetic analysis uncovered a distinctive driver gene landscape in precancerous lesions, arguing a discontinuous process at early HCC development. In advanced tumors, intra-tumoral heterogeneity through clonal evolution processes is common, and it displays clear geographic segregation genetically and epigenetically. Diverse epidemiological risk factors for HCC mirrors heterogeneous mutational processes among patient cohorts with distinctive ethnicity, environmental exposures, and lifestyles. The genetic information of individual tumors has been utilized for optimizing treatments, early diagnosis, and monitoring recurrence. It will expand the opportunity for screening high-risk populations, thereby preventing hepatocarcinogenesis in the near future.
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32
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Chan LK, Tsui YM, Ho DWH, Ng IOL. Cellular heterogeneity and plasticity in liver cancer. Semin Cancer Biol 2021; 82:134-149. [PMID: 33647386 DOI: 10.1016/j.semcancer.2021.02.015] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 02/22/2021] [Indexed: 02/07/2023]
Abstract
Hepatocarcinogenesis involves complex genetic and cellular dysregulations which drive the formation of hepatocellular carcinoma (HCC), the predominant form of primary liver cancer, with extensive heterogeneity. In contrast to the broad spectrum of molecularly driven therapies available for defined patient groups in certain cancer types, unfortunately the treatment options for HCC are highly limited. The lack of representative molecular and cellular signatures in the heterogeneous HCC tumors that can effectively guide the choice of the most appropriate treatment among the patients unavoidably limits the treatment outcome. Advancement and wide availability of the next-generation sequencing technologies have empowered us to examine and capture not only the detailed genetic alterations of the HCC cells but also the precise composition of different cell types within the tumor microenvironment and their interactions with the HCC cells at an unprecedented level. The information generated has provided new insight and better defined the inter-patient intertumoral heterogeneity, intra-patient intratumoral heterogeneity as well as the plasticity of HCC cells. These collectively provide a robust scientific basis in guiding the development and use of targeted therapy and immunotherapy. To complement, liquid biopsy coupled with high-sensitivity sequencing could potentially be adopted as a more practical and safer approach to detect and reflect the tumor heterogeneity in HCC patients in guiding the choice of treatment and monitoring disease progression.
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Affiliation(s)
- Lo-Kong Chan
- Department of Pathology, The University of Hong Kong, Hong Kong; State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Yu-Man Tsui
- Department of Pathology, The University of Hong Kong, Hong Kong; State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Daniel Wai-Hung Ho
- Department of Pathology, The University of Hong Kong, Hong Kong; State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Irene Oi-Lin Ng
- Department of Pathology, The University of Hong Kong, Hong Kong; State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong.
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33
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Huang Y, Chen H, Zeng Y, Liu Z, Ma H, Liu J. Development and Validation of a Machine Learning Prognostic Model for Hepatocellular Carcinoma Recurrence After Surgical Resection. Front Oncol 2021; 10:593741. [PMID: 33598425 PMCID: PMC7882739 DOI: 10.3389/fonc.2020.593741] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 12/17/2020] [Indexed: 01/27/2023] Open
Abstract
Surgical resection remains primary curative treatment for patients with hepatocellular carcinoma (HCC) while over 50% of patients experience recurrence, which calls for individualized recurrence prediction and early surveillance. This study aimed to develop a machine learning prognostic model to identify high-risk patients after surgical resection and to review importance of variables in different time intervals. The patients in this study were from two centers including Eastern Hepatobiliary Surgery Hospital (EHSH) and Mengchao Hepatobiliary Hospital (MHH). The best-performed model was determined, validated, and applied to each time interval (0-1 year, 1-2 years, 2-3 years, and 3-5 years). Importance scores were used to illustrate feature importance in different time intervals. In addition, a risk heat map was constructed which visually depicted the risk of recurrence in different years. A total of 7,919 patients from two centers were included, of which 3,359 and 230 patients experienced recurrence, metastasis or died during the follow-up time in the EHSH and MHH datasets, respectively. The XGBoost model achieved the best discrimination with a c-index of 0.713 in internal validation cohort. Kaplan-Meier curves succeed to stratify external validation cohort into different risk groups (p < 0.05 in all comparisons). Tumor characteristics contribute more to HCC relapse in 0 to 1 year while HBV infection and smoking affect patients' outcome largely in 3 to 5 years. Based on machine learning prediction model, the peak of recurrence can be predicted for individual HCC patients. Therefore, clinicians can apply it to personalize the management of postoperative survival.
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Affiliation(s)
- Yao Huang
- Liver Disease Center, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China.,The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China.,The Liver Center of Fujian Province, Fujian Medical University, Fuzhou, China
| | - Hengkai Chen
- Liver Disease Center, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China.,The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China.,The Liver Center of Fujian Province, Fujian Medical University, Fuzhou, China
| | - Yongyi Zeng
- Liver Disease Center, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China.,The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China.,The Liver Center of Fujian Province, Fujian Medical University, Fuzhou, China
| | - Zhiqiang Liu
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China.,The Liver Center of Fujian Province, Fujian Medical University, Fuzhou, China
| | - Handong Ma
- Department of Computer Science, Shanghai Jiao Tong University, Shanghai, China
| | - Jingfeng Liu
- Liver Disease Center, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China.,The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China.,The Liver Center of Fujian Province, Fujian Medical University, Fuzhou, China
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34
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Midorikawa Y, Takayama T, Higaki T, Aramaki O, Teramoto K, Yoshida N, Mitsuka Y, Tsuji S. Comparison of the surgical outcomes in patients with synchronous versus metachronous multiple hepatocellular carcinoma. Biosci Trends 2021; 14:415-421. [PMID: 32999134 DOI: 10.5582/bst.2020.03313] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Multiplicity is one of the characteristics of hepatocellular carcinoma (HCC), and patients with multiple HCC (≤ 3 nodules) are recommended as candidates for liver resection. To confirm the validity of resecting multiple HCC, we compared the surgical outcomes in patients with synchronous and metachronous multiple HCC. Patients who underwent resection for multiple HCC (2 or 3 nodules) were classified into the "synchronous multiple HCC" group, while those undergoing resection for solitary HCC and repeated resection for 1 or 2 recurrent nodules within 2 years after initial operation were classified into the "metachronous multiple HCC" group. After one-to-one matching, longer operation time and more bleeding were seen in the synchronous multiple HCC group (n = 98) than those in the metachronous multiple HCC group (n = 98); however, the complication rates were not different between the two groups. The median overall survival times were 4.0 years (95% CI, 3.0-5.9) and 5.9 years (4.0-NA) for the synchronous and metachronous multiple HCC (after second operation) groups, respectively (P = 0.041). The recurrence-free survival times were shorter in the synchronous multiple HCC group than in the metachronous multiple HCC group (median, 1.5 years [95% CI, 0.9-1.8] versus 1.8 years, [1.3-2.2]) (P = 0.039). On multivariate analysis, independent factors for overall survivals in the synchronous multiple HCC group were older age, cirrhosis, larger tumor, and tumor thrombus. Taken together, resection of metachronous multiple HCC still has good therapeutic effect, even better than synchronous multiple HCC, so resection is suggested for metachronous multiple HCC.
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Affiliation(s)
- Yutaka Midorikawa
- Department of Digestive Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Tadatoshi Takayama
- Department of Digestive Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Tokio Higaki
- Department of Digestive Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Osamu Aramaki
- Department of Digestive Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Kenichi Teramoto
- Department of Digestive Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Nao Yoshida
- Department of Digestive Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Yusuke Mitsuka
- Department of Digestive Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Shingo Tsuji
- Genome Science Division, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
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35
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Caruso S, O'Brien DR, Cleary SP, Roberts LR, Zucman-Rossi J. Genetics of Hepatocellular Carcinoma: Approaches to Explore Molecular Diversity. Hepatology 2021; 73 Suppl 1:14-26. [PMID: 32463918 DOI: 10.1002/hep.31394] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 05/11/2020] [Accepted: 05/11/2020] [Indexed: 12/11/2022]
Affiliation(s)
- Stefano Caruso
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Université Paris 13, Functional Genomics of Solid Tumors Laboratory, Paris, France
| | - Daniel R O'Brien
- Division of Biomedical Statistics and Informatics, Mayo Clinic College of Medicine and Science, Rochester, MN
| | - Sean P Cleary
- Division of Hepatobiliary and Pancreatic Surgery, Mayo Clinic College of Medicine and Science, Rochester, MN
| | - Lewis R Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, MN
| | - Jessica Zucman-Rossi
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Université Paris 13, Functional Genomics of Solid Tumors Laboratory, Paris, France.,European Hospital Georges Pompidou, AP-HP, Paris, France
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36
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Ueno M, Hayami S, Kawai M, Hirono S, Okada KI, Miyazawa M, Kitahata Y, Miyamoto A, Suzaki N, Nakamura M, Yamaue H. Prognostic impact of adjuvant chemolipiodolization and treatment frequency on patients with hepatocellular carcinoma after hepatectomy: Prospective study with historical control group. Surg Oncol 2020; 36:99-105. [PMID: 33321415 DOI: 10.1016/j.suronc.2020.12.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 11/23/2020] [Accepted: 12/06/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Reducing or minimizing metastatic recurrence is a consideration in prolongation of survival of patients with hepatocellular carcinoma. We previously proposed single adjuvant chemolipiodolization (ACL) as a possible adjuvant treatment. The current study aims to further improve prognosis by performing ACL three times (sequential-ACL). METHODS We examined the prognostic impact of sequential-ACL compared with our historical cohort groups: resection alone (non-ALC) and single-ACL. We evaluated recurrence-free survival (RFS), recurrence pattern, and overall survival. Multivariate prognostic analyses were used to adjust baseline bias between three treatment groups. RESULTS Non-ACL (n = 64), single-ACL (n = 137), and sequential-ACL (n = 95) showed 40, 54, and 62% of two-year RFS rates (P = 0.03 and P = 0.007 compared with non-ACL). Recurrence pattern beyond Milan criteria was frequently observed in the non-ACL group (P = 0.003). Five-year overall survival rates of these three groups were 53, 69, and 77% (P = 0.02 and 0.002 compared with non-ACL). Single- and sequential-ACL were selected as independent favorable factors for five-year overall survival; their hazard ratios (95% confidence interval) were 0.61 (0.37-0.99) and 0.48 (0.26-0.86). However, compared with single-ACL, there was no additional prognostic effects of sequential-ACL. CONCLUSIONS Single- and sequential-ACL treatment both showed better RFS and overall survival with minimized recurrence patterns than resection alone. There was not sufficient additional benefit by sequential-ACL, however, over single-ACL. Single-ACL might therefore be appropriate as an adjuvant therapy.
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Affiliation(s)
- Masaki Ueno
- Second Department of Surgery, Wakayama Medical University, Japan.
| | - Shinya Hayami
- Second Department of Surgery, Wakayama Medical University, Japan
| | - Manabu Kawai
- Second Department of Surgery, Wakayama Medical University, Japan
| | - Seiko Hirono
- Second Department of Surgery, Wakayama Medical University, Japan
| | - Ken-Ichi Okada
- Second Department of Surgery, Wakayama Medical University, Japan
| | - Motoki Miyazawa
- Second Department of Surgery, Wakayama Medical University, Japan
| | - Yuji Kitahata
- Second Department of Surgery, Wakayama Medical University, Japan
| | - Atsushi Miyamoto
- Second Department of Surgery, Wakayama Medical University, Japan
| | - Norihiko Suzaki
- Second Department of Surgery, Wakayama Medical University, Japan
| | - Masashi Nakamura
- Second Department of Surgery, Wakayama Medical University, Japan
| | - Hiroki Yamaue
- Second Department of Surgery, Wakayama Medical University, Japan
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Four gene intrahepatic metastasis-risk signature predicts hepatocellular carcinoma malignant potential and early recurrence from intrahepatic metastasis. Surgery 2020; 169:903-910. [PMID: 33160638 DOI: 10.1016/j.surg.2020.09.032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Revised: 09/16/2020] [Accepted: 09/30/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Hepatocellular carcinoma has a high recurrence rate even after curative surgery, and hepatocellular carcinoma risk-predictive biomarkers will enable identification of patients who most need close monitoring and cancer-preventive intervention. Hepatocellular carcinoma has 2 different recurrence patterns-a multicentric recurrence and an intrahepatic metastasis. We have reported that the molecular gene signature from the gene expression of adjacent liver can be used to predict multicentric recurrence of hepatocellular carcinoma, but the signature to predict recurrence from intrahepatic metastasis has not been established. We aimed to identify the recurrence from intrahepatic metastasis gene signature from the gene expression of tumor to predict recurrence from intrahepatic metastasis. METHODS The intrahepatic metastasis-risk signature was created based on the exhaustive analysis using a microarray transcriptome database of hepatocellular carcinoma. The intrahepatic metastasis-risk signature was measured in a cohort of 80 hepatocellular carcinoma patients, and the correlation with hepatocellular carcinoma recurrence and overall survival and each gene signature were analyzed and validated. RESULTS The gene signature assay classified the patients into high- (n = 20), intermediate- (n = 40), and low-risk (n = 20) groups. The high-risk prediction was independently associated with higher early hepatocellular carcinoma recurrence (hazard ratio = 3.7, P = .03) in multivariable modeling adjusted by tumor size, tumor number, and microvascular invasion. Gene set enrichment analysis demonstrates that the gene sets associated with "cell cycle" or "histone modulation" are highly enriched in the high intrahepatic metastasis gene signature group CONCLUSION: The intrahepatic metastasis gene signature predicts early recurrence and is associated with malignant potential related to the promoted cell cycle.
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Frizziero M, McNamara MG, Lamarca A, Pihlak R, Kurup R, Hubner RA. Current Translational and Clinical Challenges in Advanced Hepatocellular Carcinoma. Curr Med Chem 2020; 27:4789-4805. [PMID: 32321391 DOI: 10.2174/0929867327666200422143847] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 03/16/2020] [Accepted: 04/13/2020] [Indexed: 02/06/2023]
Abstract
Hepatocellular carcinoma (HCC) is a frequent and increasing cause of cancerrelated deaths worldwide. Reversing this trend is complicated by the varied aetiological factors leading to liver cirrhosis resulting in molecular genetic and clinical heterogeneity, combined with frequent presentation at advanced stage. Large-scale genomic studies have identified alterations in key signalling pathways for HCC development and progression, but these findings have not yet directly influenced patient management in the clinical setting. Despite these translational challenges, a small number of anti-angiogenic systemic therapy agents have succeeded in recent randomized trials enriching the repertoire of available treatments for advanced HCC. In addition, the early promise of immune checkpoint inhibition is now on the cusp of delivering changes to standard systemic therapy algorithms. This review focuses on recent translational and clinical developments that have advanced. current practice and explores the challenges encountered in attempting to improve the outcomes and experience of patients diagnosed with advanced HCC.
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Affiliation(s)
- Melissa Frizziero
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
| | - Mairéad G McNamara
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
| | - Angela Lamarca
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
| | - Rille Pihlak
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
| | - Roopa Kurup
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
| | - Richard A Hubner
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
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Liu YX, Li QZ, Cao YN, Zhang LQ. Identification of key genes and important histone modifications in hepatocellular carcinoma. Comput Struct Biotechnol J 2020; 18:2657-2669. [PMID: 33033585 PMCID: PMC7533298 DOI: 10.1016/j.csbj.2020.09.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 08/26/2020] [Accepted: 09/10/2020] [Indexed: 01/14/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the leading causes of cancer death in the world. It has been reported that HCC is closely related to the changes of histone modifications. However, finding histone modification patterns in key genes which related to HCC is still an important task. In our study, the patterns of 11 kinds of histone modifications in the promoter regions for the different types of genes were analyzed by hierarchical screening for hepatocyte (normal) cell line and HepG2 (tumor) cell line. The important histone modifications and their key modification regions in different types of genes were found. The results indicate that these important genes may play a pivotal role in the occurrence of HCC. By analyzing the differences of histone modifications and gene expression levels for these important genes between the two cell lines, we found that the signals of H3K4me3, H3K27ac, H3K9ac, and H3K4me2 in HCC are significantly stronger. The changed regions of important histone modifications in 17 key genes were also identified. For example, the H3K4me3 signals increased 150 times in regions (−1500, −500) bp and (0, 1000) bp of ARHGAP5 in tumor cell line than in normal cell line. Finally, a prognostic risk scoring model was constructed, and the effects of key genes on the prognosis of HCC were verified by the survival analysis. Our results may provide a more precise potential therapeutic targets for identifying key genes and histone modifications in HCC as new biomarkers.
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Key Words
- Biomarkers
- DHLEG, Different highly and lowly expressed genes
- Gene expression
- H2AFZ, H2A histone family member Z
- H3K27ac, Histone H3 acetylated at lysine 27
- H3K27me3, Histone H3 trimethylated at lysine 27
- H3K36me3, Histone H3 trimethylated at lysine 36
- H3K4me1, Histone H3 monomethylated at lysine 4
- H3K4me2, Histone H3 dimethylated at lysine 4
- H3K4me3, Histone H3 trimethylated at lysine 4
- H3K79me2, Histone H3 dimethylated at lysine 79
- H3K9ac, Histone H3 acetylated at lysine 9
- H3K9me3, Histone H3 trimethylated at lysine 9
- H4K20me1, Histone H4 monomethylated at lysine 20
- HCC, Hepatocellular carcinoma
- Histone modification signals
- NH, The genes are highly expressed in normal cell line but not in tumor cell line
- NH-TL, The genes are highly expressed in normal cell line and lowly expressed in tumor cell line
- NL, The genes are lowly expressed in normal cell line but not in tumor cell line
- NL-TH, The genes are lowly expressed in normal cell line and highly expressed in tumor cell line
- ONCO, Oncogenes
- Oncogenes
- TH, The genes are highly expressed in tumor cell line but not in normal cell line
- TL, The genes are lowly expressed in tumor cell line but not in normal cell line
- TSG, Tumor suppressor genes
- Tumor suppressor genes
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Affiliation(s)
- Yu-Xian Liu
- Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China
| | - Qian-Zhong Li
- Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China.,The State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, Inner Mongolia University, Hohhot 010070, China
| | - Yan-Ni Cao
- Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China
| | - Lu-Qiang Zhang
- Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China
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Zhu HB, Zheng ZY, Zhao H, Zhang J, Zhu H, Li YH, Dong ZY, Xiao LS, Kuang JJ, Zhang XL, Liu L. Radiomics-based nomogram using CT imaging for noninvasive preoperative prediction of early recurrence in patients with hepatocellular carcinoma. ACTA ACUST UNITED AC 2020; 26:411-419. [PMID: 32490826 DOI: 10.5152/dir.2020.19623] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
PURPOSE The aim of this study was to develop and validate a radiomics nomogram based on radiomics features and clinical data for the non-invasive preoperative prediction of early recurrence (≤2 years) in patients with hepatocellular carcinoma (HCC). METHODS We enrolled 262 HCC patients who underwent preoperative contrast-enhanced computed tomography and curative resection (training cohort, n=214; validation cohort, n=48). We applied propensity score matching (PSM) to eliminate redundancy between clinical characteristics and image features, and the least absolute shrinkage and selection operator (LASSO) was used to prevent overfitting. Next, a radiomics signature, clinical nomogram, and combined clinical-radiomics nomogram were built to predict early recurrence, and we compared the performance and generalization of these models. RESULTS The radiomics signature stratified patients into low-risk and high-risk, which show significantly difference in recurrence free survival and overall survival (P ≤ 0.01). Multivariable analysis identified dichotomised radiomics signature, alpha fetoprotein, and tumour number and size as key early recurrence indicators, which were incorporated into clinical and radiomics nomograms. The radiomics nomogram showed the highest area under the receiver operating characteristic curve (AUC), with significantly superior predictive performance over the clinical nomogram in the training cohort (0.800 vs 0.716, respectively; P = 0.001) and the validation cohort (0.785 vs 0.654, respectively; P = 0.039). CONCLUSION The radiomics nomogram is a non-invasive preoperative biomarker for predicting early recurrence in patients with HCC. This model may be of clinical utility for guiding surveillance follow-ups and identifying optimal interventional strategies.
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Affiliation(s)
- Hong-Bo Zhu
- Hepatology Unit and Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou, China;Department of Oncology, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Ze-Yu Zheng
- Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Heng Zhao
- Department of Radiology, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Jing Zhang
- Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Hong Zhu
- Information Management and Big Data Center, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yue-Hua Li
- Department of Oncology, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Zhong-Yi Dong
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Lu-Shan Xiao
- Hepatology Unit and Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Jun-Jie Kuang
- Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xiao-Li Zhang
- Department of Pathology, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Li Liu
- Hepatology Unit and Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou, China
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Frizziero M, McNamara MG, Lamarca A, Pihlak R, Kurup R, Hubner RA. Current Translational and Clinical Challenges in Advanced Hepatocellular Carcinoma. Curr Med Chem 2020. [DOI: 10.10.2174/0929867327666200422143847] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Hepatocellular carcinoma (HCC) is a frequent and increasing cause of cancerrelated
deaths worldwide. Reversing this trend is complicated by the varied aetiological factors
leading to liver cirrhosis resulting in molecular genetic and clinical heterogeneity, combined
with frequent presentation at advanced stage. Large-scale genomic studies have identified
alterations in key signalling pathways for HCC development and progression, but these
findings have not yet directly influenced patient management in the clinical setting. Despite
these translational challenges, a small number of anti-angiogenic systemic therapy agents
have succeeded in recent randomized trials enriching the repertoire of available treatments for
advanced HCC. In addition, the early promise of immune checkpoint inhibition is now on the
cusp of delivering changes to standard systemic therapy algorithms. This review focuses on
recent translational and clinical developments that have advanced current practice and explores
the challenges encountered in attempting to improve the outcomes and experience of
patients diagnosed with advanced HCC.
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Affiliation(s)
- Melissa Frizziero
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
| | - Mairéad G. McNamara
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
| | - Angela Lamarca
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
| | - Rille Pihlak
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
| | - Roopa Kurup
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
| | - Richard A. Hubner
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, United Kingdom
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Xue L, Li W, Fan X, Zhao Z, Zhou W, Feng Z, Liu L, Lin H, Li L, Xue X, Huang X, Huang P, Guo J, Du P, Lu N, Li L, Zhan Q, Song Y. Identification of second primary tumors from lung metastases in patients with esophageal squamous cell carcinoma using whole-exome sequencing. Am J Cancer Res 2020; 10:10606-10618. [PMID: 32929369 PMCID: PMC7482800 DOI: 10.7150/thno.45311] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 08/15/2020] [Indexed: 12/30/2022] Open
Abstract
Esophageal squamous cell carcinoma (ESCC) patients with a synchronous or metachronous lung tumor can be diagnosed with lung metastasis (LM) or a second primary tumor (SPT), but the accurate discrimination between LM and SPT remains a clinical dilemma. This study aimed to investigate the feasibility of using the whole-exome sequencing (WES) technique to distinguish SPT from LM. Methods: We performed WES on 40 tumors from 14 patients, including 12 patients with double squamous cell carcinomas (SCCs) of the esophagus and lung (lymph node metastases were sequenced as internal controls) diagnosed as LM according to pathological information and 2 patients with paired primary ESCC and non-lung metastases examined as external controls. Results: Shared genomic profiles between esophageal (T) and lung (D) tumors were observed in 7 patients, suggesting their clonal relatedness, thus indicating that the lung tumors of these patients should be LM. However, distinct genomic profiles between T and D tumors were observed in the other 5 patients, suggesting the possibility of SPTs that were likely formed through independent multifocal oncogenesis. Conclusions: Our data demonstrate the limitations and insufficiency of clinicopathological criteria and that WES could be useful in understanding the clonal relationships of multiple SCCs.
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Xu LX, He MH, Dai ZH, Yu J, Wang JG, Li XC, Jiang BB, Ke ZF, Su TH, Peng ZW, Guo Y, Chen ZB, Chen SL, Peng S, Kuang M. Genomic and transcriptional heterogeneity of multifocal hepatocellular carcinoma. Ann Oncol 2020; 30:990-997. [PMID: 30916311 DOI: 10.1093/annonc/mdz103] [Citation(s) in RCA: 82] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) often presents with multiple nodules within the liver, with limited effective interventions. The high genetic heterogeneity of HCC might be the major cause of treatment failure. We aimed to characterize genomic heterogeneity, infer clonal evolution, investigate RNA expression pattern and explore tumour immune microenvironment profile of multifocal HCC. PATIENTS AND METHODS Whole-exome sequencing and RNA sequencing were carried out in 34 tumours and 6 adjacent normal liver tissue samples from 6 multifocal HCC patients. Protein expression of Ki67, AFP, P53, Survivin and CD8 was detected by immunohistochemistry. Fluorescence in situ hybridization was carried out to validate the amplification status of sorafenib-targeted genes. RESULTS We deciphered genomic and transcriptional heterogeneity among tumours in each multifocal HCC patient including mutational profiles, copy number alterations, tumour evolutionary trajectory and tumour immune microenvironment profiles. Of note, sorafenib-targeted alterations were identified in the trunk of phylogenetic tree in only one out of the six patients, which may explain the relative low treatment response rate to sorafenib in clinical practice. Moreover, we demonstrated RNA expression patterns and tumour immune microenvironment profiles of all nodules. We found that RNA expression pattern was associated with Edmondson-Steiner grading. Based on the differential expression of 66 reported immune markers, unsupervised hierarchical clustering analysis of 34 nodules identified immune subsets: one low expression cluster with seven nodules and one high expression cluster with 11 nodules. CD8+ T cells were more enriched in nodules of the high expression cluster. CONCLUSIONS Our study provided a detailed view of genomic and transcriptional heterogeneity, clonal evolution and immune infiltration of multifocal HCC. The heterogeneity of druggable targets and immune landscape might help interpret the clinical responsiveness to targeted drugs and immunotherapy for multifocal HCC patients.
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Affiliation(s)
- L X Xu
- Departments of Gastroenterology and Hepatology
| | - M H He
- Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Z H Dai
- Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - J Yu
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong
| | - J G Wang
- State Key Laboratory of Molecular Neuroscience, Division of Life Science, Department of Chemical and Biological Engineering, Center of Systems Biology and Human Health, The Hong Kong University of Science and Technology, Hong Kong
| | - X C Li
- Key Laboratory of Cancer Prevention and Therapy of Tianjin, Tianjin Cancer Institute, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin
| | - B B Jiang
- State Key Laboratory of Molecular Neuroscience, Division of Life Science, Department of Chemical and Biological Engineering, Center of Systems Biology and Human Health, The Hong Kong University of Science and Technology, Hong Kong
| | | | - T H Su
- Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | | | - Y Guo
- Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Z B Chen
- Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - S L Chen
- Division of Interventional Ultrasound
| | - S Peng
- Departments of Gastroenterology and Hepatology; Clinical Trials Unit, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
| | - M Kuang
- Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China; Division of Interventional Ultrasound.
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Zhang Q, Lou Y, Bai XL, Liang TB. Intratumoral heterogeneity of hepatocellular carcinoma: From single-cell to population-based studies. World J Gastroenterol 2020; 26:3720-3736. [PMID: 32774053 PMCID: PMC7383842 DOI: 10.3748/wjg.v26.i26.3720] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 06/02/2020] [Accepted: 06/18/2020] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is characterized by high heterogeneity in both intratumoral and interpatient manners. While interpatient heterogeneity is related to personalized therapy, intratumoral heterogeneity (ITH) largely influences the efficacy of therapies in individuals. ITH contributes to tumor growth, metastasis, recurrence, and drug resistance and consequently limits the prognosis of patients with HCC. There is an urgent need to understand the causes, characteristics, and consequences of tumor heterogeneity in HCC for the purposes of guiding clinical practice and improving survival. Here, we summarize the studies and technologies that describe ITH in HCC to gain insight into the origin and evolutionary process of heterogeneity. In parallel, evidence is collected to delineate the dynamic relationship between ITH and the tumor ecosystem. We suggest that conducting comprehensive studies of ITH using single-cell approaches in temporal and spatial dimensions, combined with population-based clinical trials, will help to clarify the clinical implications of ITH, develop novel intervention strategies, and improve patient prognosis.
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Affiliation(s)
- Qi Zhang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, Zhejiang Province, China
- Key Laboratory of Pancreatic Disease of Zhejiang Province, Hangzhou 310003, Zhejiang Province, China
- Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, Hangzhou 310003, Zhejiang Province, China
- Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, Hangzhou 310003, Zhejiang Province, China
| | - Yu Lou
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, Zhejiang Province, China
- Key Laboratory of Pancreatic Disease of Zhejiang Province, Hangzhou 310003, Zhejiang Province, China
| | - Xue-Li Bai
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, Zhejiang Province, China
- Key Laboratory of Pancreatic Disease of Zhejiang Province, Hangzhou 310003, Zhejiang Province, China
- Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, Hangzhou 310003, Zhejiang Province, China
- Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, Hangzhou 310003, Zhejiang Province, China
| | - Ting-Bo Liang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, Zhejiang Province, China
- Key Laboratory of Pancreatic Disease of Zhejiang Province, Hangzhou 310003, Zhejiang Province, China
- Innovation Center for the Study of Pancreatic Diseases of Zhejiang Province, Hangzhou 310003, Zhejiang Province, China
- Zhejiang Clinical Research Center of Hepatobiliary and Pancreatic Diseases, Hangzhou 310003, Zhejiang Province, China
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Li Y, Li G, Chen X, Huang H, Liao L, Yuan T, Deng S. A Novel lncRNA NONHSAT053785 Acts as an Independent Risk Factor for Intrahepatic Metastasis of Hepatocellular Carcinoma. Onco Targets Ther 2020; 13:5455-5466. [PMID: 32606762 PMCID: PMC7295547 DOI: 10.2147/ott.s254455] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 05/12/2020] [Indexed: 01/09/2023] Open
Abstract
Purpose Long noncoding RNAs (lncRNAs) in body fluids have been considered as promising novel biomarkers for tumor-related diseases. The present study aimed to investigate the expression level of lncRNA NONHSAT053785 in serum and its correlation with clinical characteristics of hepatocellular carcinoma (HCC) patients. Methods The droplet digital PCR (ddPCR) was used to measure the serum levels of NONHSAT053785 in 112 HCC patients, 96 chronic hepatitis B (CHB) patients, and 99 healthy controls (HC). The correlation between NONHSAT053785 and clinical characteristics was analyzed by chi-square test and Spearman correlation test. The risk factors of intrahepatic metastasis (IM) were detected by univariate and multivariate analyses. Furthermore, the diagnostic value of NONHSAT053785 in HCC and its predictive ability in IM were evaluated by the receiver operating characteristic (ROC) curves. Results The level of NONHSAT053785 was significantly increased in the serum of HCC patients and was higher in HCC patients with IM as compared to those without. Additionally, the expression level of NONHSAT053785 was significantly related to IM, Child–Pugh classification, and peripheral blood indicators such as liver metabolic enzymes and positively correlated to IM, Barcelona Clinic Liver Cancer (BCLC) staging, and some peripheral blood indicators. Furthermore, the serum NONHSAT053785 was indicated as an independent predictor for IM in the elderly, non-smoking, drinking, and tumor size ≥5 cm subjects. The area under the ROC curve (AUC) was 0.801 (P <0.0001) for diagnosis of HCC and 0.678 (P =0.0015) for predicting IM. Conclusion The increase in serum NONHSAT053785 levels was related to an increased risk of IM, and hence, may serve as a novel biomarker for the diagnosis of HCC and the prediction of IM.
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Affiliation(s)
- Yuwei Li
- Department of Laboratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing 400042, People's Republic of China
| | - Guangyao Li
- Department of Hepatobiliary Surgery, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing 400042, People's Republic of China
| | - Xia Chen
- Department of Laboratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing 400042, People's Republic of China
| | - Hengliu Huang
- Department of Laboratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing 400042, People's Republic of China
| | - Ling Liao
- Department of Laboratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing 400042, People's Republic of China
| | - Tao Yuan
- Department of Hepatobiliary Surgery, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing 400042, People's Republic of China
| | - Shaoli Deng
- Department of Laboratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing 400042, People's Republic of China
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Huang M, He M, Guo Y, Li H, Shen S, Xie Y, Li X, Xiao H, Fang L, Li D, Peng B, Liang L, Yu J, Kuang M, Xu L, Peng S. The Influence of Immune Heterogeneity on the Effectiveness of Immune Checkpoint Inhibitors in Multifocal Hepatocellular Carcinomas. Clin Cancer Res 2020; 26:4947-4957. [PMID: 32527942 DOI: 10.1158/1078-0432.ccr-19-3840] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2019] [Revised: 03/17/2020] [Accepted: 06/04/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Immune checkpoint inhibitor therapy is emerging as the promising option for patients with advanced hepatocellular carcinoma. We aimed to investigate the heterogeneity of different tumor nodules of the same patient with multifocal hepatocellular carcinomas in response to immunotherapy and its molecular mechanisms. EXPERIMENTAL DESIGN We attained 45 surgical tumor samples including 33 small and 12 large nodules from 12 patients with multifocal hepatocellular carcinoma and evaluated genomic and immune heterogeneity among tumors through whole-genome sequencing and RNA sequencing. IHC was performed to validate the expression of immune markers. The responses to anti-programmed cell death protein-1 (PD-1) therapy in patients with multifocal hepatocellular carcinoma were evaluated. RESULTS The small and large tumors within the same patient presented with similar genomic characteristics, indicating their same genomic origin. We further found the small tumors had higher immune cell infiltration including more CD8+ T cells, M1 macrophages, and monocytes as compared with large tumors. Besides, the expression of interferon signature predictive of response to anti-PD-1 therapy was significantly upregulated in the small tumors. Moreover, the immune pathways were more vigorous along with less active proliferation pathways in the small tumors. In keeping with this, we found that small nodules were more sensitive to anti-PD-1 therapy than large nodules in patients with multifocal hepatocellular carcinoma. CONCLUSIONS The small tumors in patients with multifocal hepatocellular carcinoma had higher immune cell infiltration and upregulation of immune pathways as compared with the large tumors, which can partially explain the different responses of small and large tumors in the same case to anti-PD-1 therapy.
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Affiliation(s)
- Manling Huang
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Minghui He
- Department of Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yu Guo
- Department of Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Heping Li
- Department of Oncology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shunli Shen
- Department of Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yubin Xie
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaoxing Li
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Han Xiao
- Division of Interventional Ultrasound, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lujing Fang
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Dongming Li
- Department of Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Baogang Peng
- Department of Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lijian Liang
- Department of Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jun Yu
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ming Kuang
- Department of Liver Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Division of Interventional Ultrasound, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lixia Xu
- Department of Oncology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China. .,Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Sui Peng
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China. .,Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Clinical Trial Unit, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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Nouri N, Kleinstein SH. Somatic hypermutation analysis for improved identification of B cell clonal families from next-generation sequencing data. PLoS Comput Biol 2020; 16:e1007977. [PMID: 32574157 PMCID: PMC7347241 DOI: 10.1371/journal.pcbi.1007977] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 07/09/2020] [Accepted: 05/21/2020] [Indexed: 01/11/2023] Open
Abstract
Adaptive immune receptor repertoire sequencing (AIRR-Seq) offers the possibility of identifying and tracking B cell clonal expansions during adaptive immune responses. Members of a B cell clone are descended from a common ancestor and share the same initial V(D)J rearrangement, but their B cell receptor (BCR) sequence may differ due to the accumulation of somatic hypermutations (SHMs). Clonal relationships are learned from AIRR-seq data by analyzing the BCR sequence, with the most common methods focused on the highly diverse junction region. However, clonally related cells often share SHMs which have been accumulated during affinity maturation. Here, we investigate whether shared SHMs in the V and J segments of the BCR can be leveraged along with the junction sequence to improve the ability to identify clonally related sequences. We develop independent distance functions that capture junction similarity and shared mutations, and combine these in a spectral clustering framework to infer the BCR clonal relationships. Using both simulated and experimental data, we show that this model improves both the sensitivity and specificity for identifying B cell clones. Source code for this method is freely available in the SCOPer (Spectral Clustering for clOne Partitioning) R package (version 0.2 or newer) in the Immcantation framework: www.immcantation.org under the AGPLv3 license.
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Affiliation(s)
- Nima Nouri
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut, United States of America
- Center for Medical Informatics, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Steven H. Kleinstein
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut, United States of America
- Center for Medical Informatics, Yale School of Medicine, New Haven, Connecticut, United States of America
- Interdepartmental Program in Computational Biology and Bioinformatics, Yale University, New Haven, Connecticut, United States of America
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48
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Xing H, Zhang WG, Cescon M, Liang L, Li C, Wang MD, Wu H, Lau WY, Zhou YH, Gu WM, Wang H, Chen TH, Zeng YY, Schwartz M, Pawlik TM, Serenari M, Shen F, Wu MC, Yang T. Defining and predicting early recurrence after liver resection of hepatocellular carcinoma: a multi-institutional study. HPB (Oxford) 2020; 22:677-689. [PMID: 31607637 DOI: 10.1016/j.hpb.2019.09.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 09/12/2019] [Accepted: 09/14/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND A clear definition of "early recurrence" after hepatocellular carcinoma (HCC) resection is still lacking. This study aimed to determine the optimal cutoff between early and late HCC recurrence, and develop nomograms for pre- and postoperative prediction of early recurrence. METHODS Patients undergoing HCC resection were identified from a multi-institutional Chinese database. Minimum P-value approach was adopted to calculate optimal cut-off to define early recurrence. Pre- and postoperative risk factors for early recurrence were identified and further used for nomogram construction. The results were externally validated by a Western cohort. RESULTS Among 1501 patients identified, 539 (35.9%) were recurrence-free. The optimal length to distinguish between early (n = 340, 35.3%) and late recurrence (n = 622, 64.7%) was 8 months. Multivariable logistic regression analyses identified 5 preoperative and 8 postoperative factors for early recurrence, which were further incorporated into preoperative and postoperative nomograms (C-index: 0.785 and 0.834). The calibration plots for the probability of early recurrence fitted well. The nomogram performance was maintained using the validation dataset (C-index: 0.777 for preoperative prediction and 0.842 for postoperative prediction). CONCLUSIONS An interval of 8 months was the optimal threshold for defining early HCC recurrence. The two web-based nomograms have been published to allow accurate pre- and postoperative prediction of early recurrence. These may offer useful guidance for individual treatment or follow up for patients with resectable HCC.
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Affiliation(s)
- Hao Xing
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Wan-Guang Zhang
- Department of Hepatic Surgery, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Matteo Cescon
- Department of Medical and Surgical Sciences, General Surgery and Transplantation Unit, University of Bologna, Italy
| | - Lei Liang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Chao Li
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Ming-Da Wang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Han Wu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Wan Yee Lau
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China; Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, N.T., Hong Kong Special Administrative Region
| | - Ya-Hao Zhou
- Department of Hepatobiliary Surgery, Pu'er People's Hospital, Yunnan, China
| | - Wei-Min Gu
- The First Department of General Surgery, The Fourth Hospital of Harbin, Heilongjiang, China
| | - Hong Wang
- Department of General Surgery, Liuyang People's Hospital, Hunan, China
| | - Ting-Hao Chen
- Department of General Surgery, Ziyang First People's Hospital, Sichuan, China
| | - Yong-Yi Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital, Fujian Medical University, Fujian, China
| | - Myron Schwartz
- Liver Cancer Program, Recanati/Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Timothy M Pawlik
- Department of Surgery, Ohio State University, Wexner Medical Center, Columbus, OH, United States
| | - Matteo Serenari
- Department of Medical and Surgical Sciences, General Surgery and Transplantation Unit, University of Bologna, Italy
| | - Feng Shen
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Meng-Chao Wu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.
| | - Tian Yang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.
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Dong LQ, Peng LH, Ma LJ, Liu DB, Zhang S, Luo SZ, Rao JH, Zhu HW, Yang SX, Xi SJ, Chen M, Xie FF, Li FQ, Li WH, Ye C, Lin LY, Wang YJ, Wang XY, Gao DM, Zhou H, Yang HM, Wang J, Zhu SD, Wang XD, Cao Y, Zhou J, Fan J, Wu K, Gao Q. Heterogeneous immunogenomic features and distinct escape mechanisms in multifocal hepatocellular carcinoma. J Hepatol 2020; 72:896-908. [PMID: 31887370 DOI: 10.1016/j.jhep.2019.12.014] [Citation(s) in RCA: 114] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 10/29/2019] [Accepted: 12/03/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS The presence of multifocal tumors, developed either from intrahepatic metastasis (IM) or multicentric occurrence (MO), is a distinct feature of hepatocellular carcinoma (HCC). Immunogenomic characterization of multifocal HCC is important for understanding immune escape in different lesions and developing immunotherapy. METHODS We combined whole-exome/transcriptome sequencing, multiplex immunostaining, immunopeptidomes, T cell receptor (TCR) sequencing and bioinformatic analyses of 47 tumors from 15 patients with HCC and multifocal lesions. RESULTS IM and MO demonstrated distinct clonal architecture, mutational spectrum and genetic susceptibility. The immune microenvironment also displayed spatiotemporal heterogeneity, such as less T cell and more M2 macrophage infiltration in IM and higher expression of inhibitory immune checkpoints in MO. Similar to mutational profiles, shared neoantigens and TCR repertoires among tumors from the same patients were abundant in IM but scarce in MO. Combining neoantigen prediction and immunopeptidomes identified T cell-specific neoepitopes and achieved a high verification rate in vitro. Immunoediting mainly occurred in MO but not IM, due to the relatively low immune infiltration. Loss of heterozygosity of human leukocyte antigen (HLA) alleles, identified in 17% of multifocal HCC, hampered the ability of major histocompatibility complex to present neoantigens, especially in IM. An integrated analysis of Immunoscore, immunoediting, TCR clonality and HLA loss of heterozygosity in each tumor could stratify patients into 2 groups based on whether they have a high or low risk of recurrence (p = 0.038). CONCLUSION Our study comprehensively characterized the genetic structure, neoepitope landscape, T cell profile and immunoediting status that collectively shape tumor evolution and could be used to optimize personalized immunotherapies for multifocal HCC. LAY SUMMARY Immunogenomic features of multifocal hepatocellular carcinoma (HCC) are important for understanding immune-escape mechanisms and developing more effective immunotherapy. Herein, comprehensive immunogenomic characterization showed that diverse genomic structures within multifocal HCC would leave footprints on the immune landscape. Only a few tumors were under the control of immunosurveillance, while others evaded the immune system through multiple mechanisms that led to poor prognosis. Our study revealed heterogeneous immunogenomic landscapes and immune-constrained tumor evolution, the understanding of which could be used to optimize personalized immunotherapies for multifocal HCC.
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Affiliation(s)
- Liang-Qing Dong
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | | | - Li-Jie Ma
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Dong-Bing Liu
- BGI-Shenzhen, Shenzhen 518083, China; Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI-Shenzhen, Shenzhen 518083, China
| | - Shu Zhang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | | | | | - Hong-Wen Zhu
- Department of Analytical Chemistry and CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Shuai-Xi Yang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Shui-Jun Xi
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Min Chen
- CAS Key Laboratory of Systems Biology, Innovation Center for Cell Signaling Network, CAS enter for Excellence in Molecular Cell Science, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
| | | | | | | | - Chen Ye
- BGI-Shenzhen, Shenzhen 518083, China
| | - Li-Ya Lin
- BGI-Shenzhen, Shenzhen 518083, China
| | | | - Xiao-Ying Wang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China
| | - Da-Ming Gao
- CAS Key Laboratory of Systems Biology, Innovation Center for Cell Signaling Network, CAS enter for Excellence in Molecular Cell Science, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Hu Zhou
- Department of Analytical Chemistry and CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Huan-Ming Yang
- BGI-Shenzhen, Shenzhen 518083, China; James D. Watson Institute of Genome Sciences, Hangzhou 310058, China
| | - Jian Wang
- BGI-Shenzhen, Shenzhen 518083, China; James D. Watson Institute of Genome Sciences, Hangzhou 310058, China
| | - Shi-da Zhu
- BGI-Shenzhen, Shenzhen 518083, China; Department of Biology, University of Copenhagen, Copenhagen N DK-2200, Denmark
| | - Xiang-Dong Wang
- Shanghai Institute of Clinical Bioinformatics, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Ya Cao
- Key Laboratory of Carcinogenesis and Invasion, Chinese Ministry of Education, Xiangya Hospital, Central South University, Changsha 410078, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China; Key Laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China; Key Laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China; State Key Laboratory of Genetic Engineering, Fudan University, Shanghai 200433, China
| | - Kui Wu
- BGI-Shenzhen, Shenzhen 518083, China; Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, BGI-Shenzhen, Shenzhen 518083, China; Department of Biology, University of Copenhagen, Copenhagen N DK-2200, Denmark.
| | - Qiang Gao
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai 200032, China; Key Laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China.
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Abstract
Hepatocellular carcinoma (HCC) is characterized by high prevalence of multifocality. Multifocal HCC can arise synchronously or metachronously either from intrahepatic metastasis (IM) or multicentric occurrence (MO). To date, there have been no established criteria to accurately distinguish whether multifocal HCC originates from IM or MO. Histopathological features remain the most convenient strategy but with subjectivity and limited accuracy. Various molecular biological techniques involving assessment of TP53 mutation status, hepatitis B virus integration sites, and chromosomal alterations have been applied to determine the clonal origin. The introduction of next-generation sequencing facilitates a more comprehensive annotation of intertumor heterogeneity, resulting in more sensitive and accurate clonal discrimination. Generally, MO-HCC has better overall survival than IM-HCC after curative resection. Adjuvant antiviral treatment has been proved to decrease post-treatment recurrence probably by reducing MO-HCC recurrence, whereas adjuvant sorafenib treatment targeting prior micrometastasis failed to reduce IM-HCC recurrence. Recent studies recommended transcatheter arterial chemoembolization (TACE) and traditional Chinese medicine Huaier granule as effective adjuvant treatments probably by preventing IM and both types of recurrences respectively. Immunotherapy that inhibits immune checkpoint interaction may be an optimal choice for both MO- and IM-HCC. In the future, effective personalized therapy against multifocal HCC may be achieved.
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