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Aljahdali MO, Molla MHR. Multi-omics prognostic signatures of IPO11 mRNA expression and clinical outcomes in colorectal cancer using bioinformatics approaches. Health Inf Sci Syst 2023; 11:57. [PMID: 38028961 PMCID: PMC10678892 DOI: 10.1007/s13755-023-00259-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 11/05/2023] [Indexed: 12/01/2023] Open
Abstract
The most prevalent malignant illness of the gastrointestinal system, colorectal cancer, is the third most prevalent cancer in males and the second most prevalent cancer in women. Importin-11 is a protein that acts as a regulator of cancer cell proliferation in colorectal tumours by conveying β -catenin to the cell nucleus. However, the IPO11 gene was found to encode a protein called Importin-11, which functions as a nucleus importer for the cell. As a result, preventing β -catenin from entering the nucleus requires blocking Importin-11. As a result, we conducted a multi-omics investigation to assess IPO11 gene potential as a therapeutic biomarker for human colorectal cancer (CC). Oncomine, GEPIA2, immunohisto-chemistry, and UALCAN databases were used to analyses the mRNA expression profiles of IPO11 in CC. The investigation has yielded clear evidence of the increase of IPO11 expression in CC subtypes, as indicated by the data acquired. Analysing CC research from the cBioPortal database, the study discovered three new missense mutations in the importin-11 protein sequence at a frequency of 0.00-1.50% copy number changes. Additionally, the Kaplan-Meier plots demonstrated a strong connection concerning IPO11 downregulation and a poorer CC patient survival rate. The co-expressed gene profile of IPO11 was likewise associated with the onset of CC. IPO11 co-expressed gene profile was also linked to CC development. Moreover, the correlation analysis using bc-GenExMiner and the UCSC Xena server identified KIF2A as the most positively co-expressed gene. The study found that KIF2A and its co-expressed genes were involved in a wide variety of cancer progression pathways using the Enrichr database. Cumulatively, this result will not only provide new information about the expression of IPO11 associated with CC progression and patient survival, but could also serve as a therapeutic biomarker for treating CC in a significant and worthwhile manner. Supplementary Information The online version contains supplementary material available at 10.1007/s13755-023-00259-2.
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Affiliation(s)
- Mohammed Othman Aljahdali
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, P.O. Box 80203, Jeddah, 21598 Saudi Arabia
| | - Mohammad Habibur Rahman Molla
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, P.O. Box 80203, Jeddah, 21598 Saudi Arabia
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Zhu J, Tang B, Gao Y, Xu S, Tu J, Wang Y, Yang W, Fang S, Weng Q, Zhao Z, Xu M, Yang Y, Chen M, Lu C, Ji J. Predictive Models for HCC Prognosis, Recurrence Risk, and Immune Infiltration Based on Two Exosomal Genes: MYL6B and THOC2. J Inflamm Res 2021; 14:4089-4109. [PMID: 34466015 PMCID: PMC8403029 DOI: 10.2147/jir.s315957] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 08/06/2021] [Indexed: 12/24/2022] Open
Abstract
Introduction Hepatocellular carcinoma (HCC) is a heterogeneous molecular disease with complex molecular pathogenesis that influences the efficacy of therapies. Exosomes play a crucial role in tumorigenesis and poor disease outcomes in HCC. Objective The aim of this study was to identify the optimal gene set derived from exosomes in HCC with substantial predictive value to construct models for determining prognosis, recurrence risk and diagnosis and to identify candidates suitable for immunotherapy and chemotherapy, thereby providing new ideas for the individualized treatment of patients and for improving prognosis. Methods Weighted correlation network analysis (WGCNA) and univariate and multivariate Cox PH regression analyses were applied to identify exosome-related signatures in the TCGA and exoRbase databases associated with clinical relevance, immunogenic features and tumor progression in HCC. Cell experiments were performed to further confirm the oncogenic effect of MYL6B and THOC2. Results The models for prognosis and recurrence risk prediction were built based on two exosomal genes (MYL6B and THOC2) and were confirmed to be independent predictive factors with superior predictive performance. Patients with high prognostic risk had poorer prognosis than patients with low prognostic risk in all HCC datasets, namely, the TCGA cohort (HR=2.5, P<0.001), the ICGC cohort (HR=3.15, P<0.001) and the GSE14520 cohort (HR=1.85, P=0.004). A higher recurrence probability was found in HCC patients with high recurrence risk than in HCC patients with low recurrence risk in the TCGA cohort (HR=2.44, P<0.001) and the GSE14520 cohort (HR=1.54, P=0.025). High prognostic risk patients had higher expression of immune checkpoint genes, such as PD1, B7H3, B7H5, CTLA4 and TIM3 (P<0.05). Diagnostic models based on the same two genes were able to accurately distinguish HCC patients from normal individuals and HCC from dysplastic nodules. Conclusion Our findings lay the foundation for identifying molecular markers to increase the early detection rate of HCC, improve disease outcomes, and determine more effective individualized treatment options for patients.
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Affiliation(s)
- Jinyu Zhu
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310016, People's Republic of China
| | - Bufu Tang
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, People's Republic of China
| | - Yang Gao
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Suqin Xu
- Clinical Laboratory, Fuyuan Hospital of Yiwu, Jinhua, 321000, People's Republic of China
| | - Jianfei Tu
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Yajie Wang
- Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Weibin Yang
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Shiji Fang
- Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Qiaoyou Weng
- Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Zhongwei Zhao
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Min Xu
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Yang Yang
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Minjiang Chen
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Chenying Lu
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
| | - Jiansong Ji
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, People's Republic of China.,Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, People's Republic of China
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3
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Li L, Rao X, Wen Z, Ding X, Wang X, Xu W, Meng C, Yi Y, Guan Y, Chen Y, Wang J, Jun L. Implications of driver genes associated with a high tumor mutation burden identified using next-generation sequencing on immunotherapy in hepatocellular carcinoma. Oncol Lett 2020; 19:2739-2748. [PMID: 32218826 PMCID: PMC7068659 DOI: 10.3892/ol.2020.11372] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2019] [Accepted: 12/19/2019] [Indexed: 02/06/2023] Open
Abstract
Immune checkpoint blockade (ICB) therapy is a treatment strategy for hepatocellular carcinoma (HCC); however, its clinical efficacy is limited to a select subset of patients. Next-generation sequencing has identified the value of tumor mutation burden (TMB) as a predictor for ICB efficacy in multiple types of tumor, including HCC. Specific driver gene mutations may be indicative of a high TMB (TMB-H) and analysis of such mutations may provide novel insights into the underlying mechanisms of TMB-H and potential therapeutic strategies. In the present study, a hybridization-capture method was used to target 1.45 Mb of the genomic sequence (coding sequence, 1 Mb), analyzing the somatic mutation landscape of 81 HCC tumor samples. Mutations in five genes were significantly associated with TMB-H, including mutations in tumor protein 53 (TP53), Catenin®1 (CTNNB1), AT-rich interactive domain-containing protein 1A (ARID1A), myeloid/lymphoid or mixed-lineage leukemia (MLL) and nuclear receptor co-repressor 1 (NCOR1). Further analysis using The Cancer Genome Atlas Liver Hepatocellular Carcinoma database showed that TP53, CTNNB1 and MLL mutations were positively correlated with TMB-H. Meanwhile, mutations in ARID1A, TP53 and MLL were associated with poor overall survival of patients with HCC. Overall, TMB-H and associated driver gene mutations may have potential as predictive biomarkers of ICB therapy efficacy for treatment of patients with HCC.
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Affiliation(s)
- Li Li
- Department of Oncology, Peking University International Hospital, Beijing 102206, P.R. China
| | - Xiaosong Rao
- Department of Pathology, Peking University International Hospital, Beijing 102206, P.R. China
| | - Zhaohong Wen
- Geneplus-Beijing Institute, Beijing 102206, P.R. China
| | - Xiaosheng Ding
- Department of Oncology, Peking University International Hospital, Beijing 102206, P.R. China
| | - Xiangyi Wang
- Department of Oncology, Peking University International Hospital, Beijing 102206, P.R. China
| | - Weiran Xu
- Department of Oncology, Peking University International Hospital, Beijing 102206, P.R. China
| | - Chao Meng
- Department of Oncology, Peking University International Hospital, Beijing 102206, P.R. China
| | - Yuting Yi
- Geneplus-Beijing Institute, Beijing 102206, P.R. China
| | - Yanfang Guan
- Geneplus-Beijing Institute, Beijing 102206, P.R. China.,Department of Computer Science and Technology, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, P.R. China
| | - Yongshen Chen
- Geneplus-Beijing Institute, Beijing 102206, P.R. China.,Department of Computer Science and Technology, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, P.R. China
| | - Jiayin Wang
- Department of Computer Science and Technology, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, P.R. China
| | - Liang Jun
- Department of Oncology, Peking University International Hospital, Beijing 102206, P.R. China
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4
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Chuma M, Uojima H, Numata K, Hidaka H, Toyoda H, Hiraoka A, Tada T, Hirose S, Atsukawa M, Itokawa N, Arai T, Kako M, Nakazawa T, Wada N, Iwasaki S, Miura Y, Hishiki S, Nishigori S, Morimoto M, Hattori N, Ogushi K, Nozaki A, Fukuda H, Kagawa T, Michitaka K, Kumada T, Maeda S. Early Changes in Circulating FGF19 and Ang-2 Levels as Possible Predictive Biomarkers of Clinical Response to Lenvatinib Therapy in Hepatocellular Carcinoma. Cancers (Basel) 2020; 12:293. [PMID: 31991869 PMCID: PMC7073176 DOI: 10.3390/cancers12020293] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Revised: 01/17/2020] [Accepted: 01/23/2020] [Indexed: 12/14/2022] Open
Abstract
Predictive biomarkers of the response of hepatocellular carcinoma (HCC) to Lenvatinib therapy have not yet been clarified. The aim of this study was to identify clinically significant biomarkers of response to Lenvatinib therapy, to target strategies against HCC. Levels of circulating angiogenic factors (CAFs) were analyzed in blood samples collected at baseline and after introducing lenvatinib, from 74 Child-Pugh class A HCC patients who received lenvatinib. As CAF biomarkers, serum vascular endothelial growth factor (VEGF), fibroblast growth factor 19 (FGF19), FGF23, and angiopoietin-2 (Ang-2) were measured using enzyme-linked immunosorbent assays. Results: Significantly increased FGF19 (FGF19-i) levels and decreased Ang-2 (Ang-2-d) levels were seen in Lenvatinib responders as compared to non-responders (ratio of FGF19 level at 4 weeks/baseline in responders vs. non-responders: 2.09 vs. 1.32, respectively, p = 0.0004; ratio of Ang-2 level at four weeks/baseline: 0.584 vs. 0.810, respectively, p = 0.0002). Changes in FGF23 and VEGF levels at four weeks versus baseline, however, were not significantly different in responders versus non-responders. In multivariate analysis, the combination of serum FGF19-i and Ang-2-d was the most independent predictive factor for Lenvatinib response (Odds ratio, 9.143; p = 0.0012). Furthermore, this combination biomarker showed the greatest independent association with progression-free survival (Hazard ratio, 0.171; p = 0.0240). Early changes in circulating FGF19 and Ang-2 levels might be useful for predicting clinical response and progression-free survival in HCC patients on Lenvatinib therapy.
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Affiliation(s)
- Makoto Chuma
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama 232-0024, Japan; (K.N.); (K.O.); (A.N.); (H.F.)
| | - Haruki Uojima
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara 252-0375, Japan; (H.U.); (H.H.); (T.N.); (N.W.); (S.I.)
| | - Kazushi Numata
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama 232-0024, Japan; (K.N.); (K.O.); (A.N.); (H.F.)
| | - Hisashi Hidaka
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara 252-0375, Japan; (H.U.); (H.H.); (T.N.); (N.W.); (S.I.)
| | - Hidenori Toyoda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki 503-8502, Japan; (H.T.); (T.T.); (T.K.)
| | - Atsushi Hiraoka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama 790-0024, Japan; (A.H.); (K.M.)
| | - Toshifumi Tada
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki 503-8502, Japan; (H.T.); (T.T.); (T.K.)
| | - Shunji Hirose
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Tokai University School of Medicine, Isehara 259-1193, Japan; (S.H.); (T.K.)
| | - Masanori Atsukawa
- Division of Gastroenterology and Hepatology, Nippon Medical School, Tokyo 113-8603, Japan; (M.A.); (T.A.)
| | - Norio Itokawa
- Division of Gastroenterology, Nippon Medical School Chiba Hokusoh Hospital, Inzai 270-1694, Japan;
| | - Taeang Arai
- Division of Gastroenterology and Hepatology, Nippon Medical School, Tokyo 113-8603, Japan; (M.A.); (T.A.)
- Division of Gastroenterology, Nippon Medical School Musashi Kosugi Hospital, Kawasaki 211-8533, Japan
| | - Makoto Kako
- Department of Gastroenterology, Shonan Kamakura General Hospital, Kamakura 247-8533, Japan;
| | - Takahide Nakazawa
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara 252-0375, Japan; (H.U.); (H.H.); (T.N.); (N.W.); (S.I.)
| | - Naohisa Wada
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara 252-0375, Japan; (H.U.); (H.H.); (T.N.); (N.W.); (S.I.)
| | - Shuitirou Iwasaki
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara 252-0375, Japan; (H.U.); (H.H.); (T.N.); (N.W.); (S.I.)
| | - Yuki Miura
- Gastroenterology Division, Hadano Red Cross Hospital, Hadano 257-0017, Japan;
| | - Satoshi Hishiki
- Division of Gastroenterology, Saiseikai Yokohamashi-Nanbu Hospital, Yokohama 234-0054, Japan;
| | - Shuhei Nishigori
- Department of Gastroenterology, Yokohama Minami Kyosai Hospital, Yokohama 236-0037, Japan;
| | - Manabu Morimoto
- Hepatobiliary and Pancreatic Medical Oncology, Kanagawa Cancer Center Hospital, Yokohama 241-8585, Japan;
| | - Nobuhiro Hattori
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki 216-8511, Japan;
| | - Katsuaki Ogushi
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama 232-0024, Japan; (K.N.); (K.O.); (A.N.); (H.F.)
| | - Akito Nozaki
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama 232-0024, Japan; (K.N.); (K.O.); (A.N.); (H.F.)
| | - Hiroyuki Fukuda
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama 232-0024, Japan; (K.N.); (K.O.); (A.N.); (H.F.)
| | - Tatehiro Kagawa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Tokai University School of Medicine, Isehara 259-1193, Japan; (S.H.); (T.K.)
| | - Kojiro Michitaka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama 790-0024, Japan; (A.H.); (K.M.)
| | - Takashi Kumada
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki 503-8502, Japan; (H.T.); (T.T.); (T.K.)
| | - Shin Maeda
- Department of Gastroenterology, Yokohama City University Hospital, Yokohama 236-0004, Japan;
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Yu M, Zeng M, Pan Z, Wu F, Guo L, He G. Discovery of novel akt1 inhibitor induces autophagy associated death in hepatocellular carcinoma cells. Eur J Med Chem 2020; 189:112076. [PMID: 32007668 DOI: 10.1016/j.ejmech.2020.112076] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 01/08/2020] [Accepted: 01/15/2020] [Indexed: 02/08/2023]
Abstract
In this study, a series of thieno [2,3-d]pyrimidine derivatives were designed, synthesized and evaluated as novel AKT1 inhibitors. In vitro antitumor assay results showed that compounds 9d-g and 9i potently suppressed the enzymatic activities of AKT1 and potently inhibited the proliferation of HepG2, Hep3B, Huh-7 and SMMC-7721 cancer cell lines. Among these derivatives, the compound 9f demonstrated the best inhibitory activities on AKT1 (IC50 = 0.034 μM) and Huh-7 cell (IC50 = 0.076 μM). A panel of biological assays showed that compound 9f suppressed the cellular proliferation of Huh-7 through Akt/mTOR signaling pathway mediated autophagy mechanism. Furthermore, the antitumor capacity of 9f was validated in the subcutaneous Huh-7 xenograft models. Together, our results demonstrate that a novel small-molecule Akt1 inhibitor induces autophagy associated death in hepatocellular carcinoma, which may afford a potential drug candidate for targeted cancer therapy.
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Affiliation(s)
- Meng Yu
- Key Laboratory of Drug Targeting and Drug Delivery System of the Education Ministry, Department of Medicinal Chemistry, West China School of Pharmacy, Sichuan University, Chengdu, Sichuan, 610041, PR China; State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, Sichuan, 610041, PR China
| | - Minghui Zeng
- Department of Pharmacy, Qionglai Medical Center Hospital of Sichuan Province, Chengdu, Sichuan, 611530, PR China
| | - Zhaoping Pan
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, Sichuan, 610041, PR China
| | - Fengbo Wu
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, Sichuan, 610041, PR China
| | - Li Guo
- Key Laboratory of Drug Targeting and Drug Delivery System of the Education Ministry, Department of Medicinal Chemistry, West China School of Pharmacy, Sichuan University, Chengdu, Sichuan, 610041, PR China
| | - Gu He
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, Sichuan, 610041, PR China.
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Baidoo SA, Sarkodie EK, Boakye-Yiadom KO, Kesse S. Nanomedicinal delivery systems for intelligent treatment of hepatocellular carcinoma. J Drug Deliv Sci Technol 2019. [DOI: 10.1016/j.jddst.2019.101152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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7
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Gérard C, Di-Luoffo M, Gonay L, Caruso S, Couchy G, Loriot A, Castven D, Tao J, Konobrocka K, Cordi S, Monga SP, Hanert E, Marquardt JU, Zucman-Rossi J, Lemaigre FP. Dynamics and predicted drug response of a gene network linking dedifferentiation with beta-catenin dysfunction in hepatocellular carcinoma. J Hepatol 2019; 71:323-332. [PMID: 30953666 DOI: 10.1016/j.jhep.2019.03.024] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Revised: 03/15/2019] [Accepted: 03/21/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND & AIMS Alterations of individual genes variably affect the development of hepatocellular carcinoma (HCC). Thus, we aimed to characterize the function of tumor-promoting genes in the context of gene regulatory networks (GRNs). METHODS Using data from The Cancer Genome Atlas, from the LIRI-JP (Liver Cancer - RIKEN, JP project), and from our transcriptomic, transfection and mouse transgenic experiments, we identify a GRN which functionally links LIN28B-dependent dedifferentiation with dysfunction of β-catenin (CTNNB1). We further generated and validated a quantitative mathematical model of the GRN using human cell lines and in vivo expression data. RESULTS We found that LIN28B and CTNNB1 form a GRN with SMARCA4, Let-7b (MIRLET7B), SOX9, TP53 and MYC. GRN functionality is detected in HCC and gastrointestinal cancers, but not in other cancer types. GRN status negatively correlates with HCC prognosis, and positively correlates with hyperproliferation, dedifferentiation and HGF/MET pathway activation, suggesting that it contributes to a transcriptomic profile typical of the proliferative class of HCC. The mathematical model predicts how the expression of GRN components changes when the expression of another GRN member varies or is inhibited by a pharmacological drug. The dynamics of GRN component expression reveal distinct cell states that can switch reversibly in normal conditions, and irreversibly in HCC. The mathematical model is available via a web-based tool which can evaluate the GRN status of HCC samples and predict the impact of therapeutic agents on the GRN. CONCLUSIONS We conclude that identification and modelling of the GRN provide insights into the prognosis of HCC and the mechanisms by which tumor-promoting genes impact on HCC development. LAY SUMMARY Hepatocellular carcinoma (HCC) is a heterogeneous disease driven by the concomitant deregulation of several genes functionally organized as networks. Here, we identified a gene regulatory network involved in a subset of HCCs. This subset is characterized by increased proliferation and poor prognosis. We developed a mathematical model which uncovers the dynamics of the network and allows us to predict the impact of a therapeutic agent, not only on its specific target but on all the genes belonging to the network.
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Affiliation(s)
- Claude Gérard
- de Duve Institute, Université catholique de Louvain, Brussels, Belgium
| | - Mickaël Di-Luoffo
- de Duve Institute, Université catholique de Louvain, Brussels, Belgium
| | - Léolo Gonay
- de Duve Institute, Université catholique de Louvain, Brussels, Belgium; Earth and Life Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Stefano Caruso
- Centre de Recherche des Cordeliers, Sorbonne Universités, Inserm, UMRS-1138, F-75006 Paris, France; Functional Genomics of Solid Tumors, USPC, Université Paris Descartes, Université Paris Diderot, Université Paris 13, Labex Immuno-Oncology, équipe labellisée Ligue Contre le Cancer, F-75000 Paris, France
| | - Gabrielle Couchy
- Centre de Recherche des Cordeliers, Sorbonne Universités, Inserm, UMRS-1138, F-75006 Paris, France; Functional Genomics of Solid Tumors, USPC, Université Paris Descartes, Université Paris Diderot, Université Paris 13, Labex Immuno-Oncology, équipe labellisée Ligue Contre le Cancer, F-75000 Paris, France
| | - Axelle Loriot
- de Duve Institute, Université catholique de Louvain, Brussels, Belgium
| | - Darko Castven
- Department of Medicine I, Johannes Gutenberg University, Mainz, Germany
| | - Junyan Tao
- Department of Pathology, Medicine and the Pittsburgh Liver Research Center, University of Pittsburgh, School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | | | - Sabine Cordi
- de Duve Institute, Université catholique de Louvain, Brussels, Belgium
| | - Satdarshan P Monga
- Department of Pathology, Medicine and the Pittsburgh Liver Research Center, University of Pittsburgh, School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Emmanuel Hanert
- Earth and Life Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Jens U Marquardt
- Department of Medicine I, Johannes Gutenberg University, Mainz, Germany
| | - Jessica Zucman-Rossi
- Centre de Recherche des Cordeliers, Sorbonne Universités, Inserm, UMRS-1138, F-75006 Paris, France; Functional Genomics of Solid Tumors, USPC, Université Paris Descartes, Université Paris Diderot, Université Paris 13, Labex Immuno-Oncology, équipe labellisée Ligue Contre le Cancer, F-75000 Paris, France
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Zheng S, Zhang Z, Qu Y, Zhang X, Guo H, Shi X, Cai M, Cao C, Hu Z, Liu H, Tian J. Radiopharmaceuticals and Fluorescein Sodium Mediated Triple-Modality Molecular Imaging Allows Precise Image-Guided Tumor Surgery. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2019; 6:1900159. [PMID: 31380183 PMCID: PMC6662088 DOI: 10.1002/advs.201900159] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Revised: 04/01/2019] [Indexed: 05/06/2023]
Abstract
Radical resection is the most effective method for malignant tumor treatments. However, conventional imaging cannot fully satisfy the clinical needs of surgical navigation. This study presents a novel triple-modality positron emission tomography (PET)-Cerenkov radiation energy transfer (CRET)-confocal laser endomicroscopy (CLE) imaging strategy for intraoperative tumor imaging and surgical navigation. Using clinical radiopharmaceuticals and fluorescein sodium (FS), this strategy can accurately detect the tumor and guide the tumor surgery. The FS emission property under Cerenkov radiation excitation is investigated using 2-deoxy-2-18F-fluoroglucose and 11C-choline. Performances of the PET-CRET-CLE imaging and the CRET-CLE image-guided surgery are evaluated on mouse models. The CRET signal at 8 mm depth is stronger than the Cerenkov luminescence at 1 mm depth in phantoms. In vivo experiments indicate that 0.5 mL kg-1 of 10% FS generates the strongest CRET signal, which can be observed immediately after FS injection. A surgical navigation study shows that the tumors are precisely detected and resected using intraoperative CRET-CLE. In summary, a PET-CRET-CLE triple-modality imaging strategy is developed. This strategy can detect the tumors and precisely guide the tumor resection using clinical pharmaceuticals. This triple-modality imaging shows high potential in surgical navigation research and clinical translation.
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Affiliation(s)
- Sheng Zheng
- Department of GastroenterologyThe Third Medical CentreChinese PLA General HospitalBeijing100039China
- Department of GastroenterologyAnhui No.2 Provincial People's HospitalHefei230041China
- CAS Key Laboratory of Molecular ImagingBeijing Key Laboratory of Molecular ImagingThe State Key Laboratory of Management and Control for Complex SystemsInstitute of AutomationChinese Academy of SciencesUniversity of Chinese Academy of SciencesBeijing100190China
| | - Zeyu Zhang
- School of Life Science and TechnologyXidian UniversityXi'an710071China
- CAS Key Laboratory of Molecular ImagingBeijing Key Laboratory of Molecular ImagingThe State Key Laboratory of Management and Control for Complex SystemsInstitute of AutomationChinese Academy of SciencesUniversity of Chinese Academy of SciencesBeijing100190China
| | - Yawei Qu
- Department of GastroenterologyThe Third Medical CentreChinese PLA General HospitalBeijing100039China
| | - Xiaojun Zhang
- Department of Nuclear MedicineChinese PLA General HospitalBeijing100853China
| | - Hongbo Guo
- School of Information Sciences and TechnologyNorthwest UniversityXi'an710127China
| | - Xiaojing Shi
- CAS Key Laboratory of Molecular ImagingBeijing Key Laboratory of Molecular ImagingThe State Key Laboratory of Management and Control for Complex SystemsInstitute of AutomationChinese Academy of SciencesUniversity of Chinese Academy of SciencesBeijing100190China
| | - Meishan Cai
- CAS Key Laboratory of Molecular ImagingBeijing Key Laboratory of Molecular ImagingThe State Key Laboratory of Management and Control for Complex SystemsInstitute of AutomationChinese Academy of SciencesUniversity of Chinese Academy of SciencesBeijing100190China
| | - Caiguang Cao
- CAS Key Laboratory of Molecular ImagingBeijing Key Laboratory of Molecular ImagingThe State Key Laboratory of Management and Control for Complex SystemsInstitute of AutomationChinese Academy of SciencesUniversity of Chinese Academy of SciencesBeijing100190China
| | - Zhenhua Hu
- CAS Key Laboratory of Molecular ImagingBeijing Key Laboratory of Molecular ImagingThe State Key Laboratory of Management and Control for Complex SystemsInstitute of AutomationChinese Academy of SciencesUniversity of Chinese Academy of SciencesBeijing100190China
| | - Haifeng Liu
- Department of GastroenterologyThe Third Medical CentreChinese PLA General HospitalBeijing100039China
| | - Jie Tian
- School of Life Science and TechnologyXidian UniversityXi'an710071China
- CAS Key Laboratory of Molecular ImagingBeijing Key Laboratory of Molecular ImagingThe State Key Laboratory of Management and Control for Complex SystemsInstitute of AutomationChinese Academy of SciencesUniversity of Chinese Academy of SciencesBeijing100190China
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9
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Chuma M, Toyoda H, Matsuzaki J, Saito Y, Kumada T, Tada T, Kaneoka Y, Maeda A, Yokoo H, Ogawa K, Kamiyama T, Taketomi A, Matsuno Y, Yazawa K, Takeda K, Kunisaki C, Ogushi K, Moriya S, Hara K, Nozaki A, Kondo M, Fukuda H, Numata K, Tanaka K, Maeda S, Sakamoto N. Circulating microRNA-1246 as a possible biomarker for early tumor recurrence of hepatocellular carcinoma. Hepatol Res 2019; 49:810-822. [PMID: 30920086 DOI: 10.1111/hepr.13338] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Revised: 03/08/2019] [Accepted: 03/16/2019] [Indexed: 02/05/2023]
Abstract
AIMS Early tumor recurrence (ETR) after hepatic resection is a crucial predictor of poor prognosis in patients with hepatocellular carcinoma (HCC). The aim of this study was to identify clinically significant serum microRNAs (miRNAs) involved in the ETR of HCC. METHODS We compared expression profiles of circulating miRNAs from serum samples between five HCC patients with ETR (recurrence within 12 months after hepatectomy) and five HCC patients without recurrence using microarray analysis of miRNA. The identified miRNA associated with ETR was further verified in 121 HCC patients, 73 liver disease patients, and 15 health controls by real-time quantitative reverse transcription-polymerase chain reaction (PCR). RESULTS Of the approximately 2000 miRNAs analyzed, we identified 15 miRNAs for which expression levels correlated significantly with ETR. Of these miRNAs, we further investigated expression of miRNA-1246 (miR-1246). Quantitative PCR confirmed that miR-1246 was upregulated in HCC with ETR, compared to the level in HCC without ETR (P < 0.001). Serum miR-1246 showed a receiver operating characteristic curve area of 0.762, with 77.4% specificity and 54.1% sensitivity in discriminating HCC patients with ETR from HCC patients without ETR. Altered expression of miR-1246 was associated with aggressive tumor characteristics, including tumor-node-metastasis classification (P = 0.0413), tumor differentiation (P = 0.0419), and portal vein invasion (P = 0.0394). Moreover, multivariate Cox regression analysis identified serum miR-1246 level as an independent risk factor for overall survival (hazard ratio, 2.784; 95% confidence interval, 1.528-5.071; P = 0.0008). CONCLUSION Circulating miR-1246 in serum has strong potential as a novel ETR and prognostic biomarker for HCC.
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Affiliation(s)
- Makoto Chuma
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
- Departments of Gastroenterology and Hepatology, Hokkaido University Hospital, Sapporo, Japan
| | - Hidenori Toyoda
- Departments of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Juntaro Matsuzaki
- Division of Molecular and Cellular Medicine, National Cancer Center Research Institute, Tokyo, Japan
| | - Yoshimasa Saito
- Division of Pharmacotherapeutics, Keio University Faculty of Pharmacy, Tokyo, Japan
| | - Takashi Kumada
- Departments of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Toshifumi Tada
- Departments of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Yuji Kaneoka
- Department of Surgery, Ogaki Municipal Hospital, Ogaki, Japan
| | - Atsuyuki Maeda
- Department of Surgery, Ogaki Municipal Hospital, Ogaki, Japan
| | - Hideki Yokoo
- Department of Gastroenterological Surgery I, Hokkaido University Hospital, Sapporo, Japan
| | - Koji Ogawa
- Departments of Gastroenterology and Hepatology, Hokkaido University Hospital, Sapporo, Japan
| | - Toshiya Kamiyama
- Department of Gastroenterological Surgery I, Hokkaido University Hospital, Sapporo, Japan
| | - Akinobu Taketomi
- Department of Gastroenterological Surgery I, Hokkaido University Hospital, Sapporo, Japan
| | - Yoshihiro Matsuno
- Department of Surgical Pathology, Hokkaido University Hospital, Sapporo, Japan
| | - Keiichi Yazawa
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Kazuhisa Takeda
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Chikara Kunisaki
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Katsuaki Ogushi
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Satoshi Moriya
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Koji Hara
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Akito Nozaki
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Masaaki Kondo
- Department of Gastroenterology, Yokohama City University, Yokohama, Japan
| | - Hiroyuki Fukuda
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Kazushi Numata
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Katsuaki Tanaka
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Shin Maeda
- Department of Gastroenterology, Yokohama City University, Yokohama, Japan
| | - Naoya Sakamoto
- Departments of Gastroenterology and Hepatology, Hokkaido University Hospital, Sapporo, Japan
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10
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Lee M, Ko H, Yun M. Cancer Metabolism as a Mechanism of Treatment Resistance and Potential Therapeutic Target in Hepatocellular Carcinoma. Yonsei Med J 2018; 59:1143-1149. [PMID: 30450847 PMCID: PMC6240564 DOI: 10.3349/ymj.2018.59.10.1143] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Indexed: 12/14/2022] Open
Abstract
Various molecular targeted therapies and diagnostic modalities have been developed for the treatment of hepatocellular carcinoma (HCC); however, HCC still remains a difficult malignancy to cure. Recently, the focus has shifted to cancer metabolism for the diagnosis and treatment of various cancers, including HCC. In addition to conventional diagnostics, the measurement of enhanced tumor cell metabolism using F-18 fluorodeoxyglucose (18F-FDG) for increased glycolysis or C-11 acetate for fatty acid synthesis by positron emission tomography/computed tomography (PET/CT) is well established for clinical management of HCC. Unlike tumors displaying the Warburg effect, HCCs vary substantially in terms of 18F-FDG uptake, which considerably reduces the sensitivity for tumor detection. Accordingly, C-11 acetate has been proposed as a complementary radiotracer for detecting tumors that are not identified by 18F-FDG. In addition to HCC diagnosis, since the degree of 18F-FDG uptake converted to standardized uptake value (SUV) correlates well with tumor aggressiveness, 18F-FDG PET/CT scans can predict patient outcomes such as treatment response and survival with an inverse relationship between SUV and survival. The loss of tumor suppressor genes or activation of oncogenes plays an important role in promoting HCC development, and might be involved in the "metabolic reprogramming" of cancer cells. Mutations in various genes such as TERT, CTNNB1, TP53, and Axin1 are responsible for the development of HCC. Some microRNAs (miRNAs) involved in cancer metabolism are deregulated in HCC, indicating that the modulation of genes/miRNAs might affect HCC growth or metastasis. In this review, we will discuss cancer metabolism as a mechanism for treatment resistance, as well as an attractive potential therapeutic target in HCC.
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Affiliation(s)
- Misu Lee
- Department of Nuclear Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
- Division of Life Science, College of Life Science and Bioengineering, Incheon National University, Incheon, Korea
| | - Haeyong Ko
- Department of Nuclear Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Mijin Yun
- Department of Nuclear Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
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11
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Ren L, Li C, Wang Y, Teng Y, Sun H, Xing B, Yang X, Jiang Y, He F. In Vivo Phosphoproteome Analysis Reveals Kinome Reprogramming in Hepatocellular Carcinoma. Mol Cell Proteomics 2018; 17:1067-1083. [PMID: 29472430 DOI: 10.1074/mcp.ra117.000421] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2017] [Revised: 02/10/2018] [Indexed: 12/19/2022] Open
Abstract
Aberrant kinases contribute to cancer survival and proliferation. Here, we quantitatively characterized phosphoproteomic changes in an HBx-transgenic mouse model of hepatocellular carcinoma (HCC) using high-resolution mass spectrometry, profiled 22,539 phosphorylation sites on 5431 proteins. Using a strategy to interpret kinase- substrate relations in HCC and to uncover predominant kinases in tumors, our results, revealed elevated kinase activities of Src family kinases (SFKs), PKCs, MAPKs, and ROCK2 in HCC, representatives of which were further validated in cell models and clinical HBV-positive HCC samples. Inhibitor combinations targeting Src and PKCs or ROCK2 both synergized significantly to inhibit cell growth. In addition, we demonstrated that phosphorylation at Src Ser17 directly affects its kinase activity. Our phosphoproteome data facilitated the construction of a detailed molecular landscape in HCC and should serve as a resource for the cancer community. Our strategy is generally applicable to targeted therapeutics, also highlights potential mechanisms of kinase regulation.
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Affiliation(s)
- Liangliang Ren
- From the ‡State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China
| | - Chaoying Li
- From the ‡State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China
| | - Youliang Wang
- §State Key Laboratory of Proteomics, Genetic Laboratory of Development and Diseases, Institute of Biotechnology, Beijing 100071, China
| | - Yan Teng
- §State Key Laboratory of Proteomics, Genetic Laboratory of Development and Diseases, Institute of Biotechnology, Beijing 100071, China
| | - Huichuan Sun
- ¶Liver Cancer Institute and Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Baocai Xing
- ‖Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Hepatopancreatobiliary Surgery Department I, Peking University; Cancer Hospital & Institute, Beijing 100042, China
| | - Xiao Yang
- §State Key Laboratory of Proteomics, Genetic Laboratory of Development and Diseases, Institute of Biotechnology, Beijing 100071, China
| | - Ying Jiang
- From the ‡State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China;
| | - Fuchu He
- From the ‡State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 102206, China;
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12
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Chen SL, Liu LL, Lu SX, Luo RZ, Wang CH, Wang H, Cai SH, Yang X, Xie D, Zhang CZ, Yun JP. HBx-mediated decrease of AIM2 contributes to hepatocellular carcinoma metastasis. Mol Oncol 2017; 11:1225-1240. [PMID: 28580773 PMCID: PMC5579341 DOI: 10.1002/1878-0261.12090] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Revised: 05/27/2017] [Accepted: 05/29/2017] [Indexed: 12/11/2022] Open
Abstract
Tumor metastasis is responsible for the high mortality rates in patients with hepatocellular carcinoma (HCC). Absent in melanoma 2 (AIM2) has been implicated in inflammation and carcinogenesis, although its role in HCC metastasis remains unknown. In the present study, we show that AIM2 protein expression was noticeably reduced in HCC cell lines and clinical samples. A reduction in AIM2 was closely associated with higher serum AFP levels, vascular invasion, poor tumor differentiation, an incomplete tumor capsule and unfavorable postsurgical survival odds. In vitro studies demonstrated that AIM2 expression was modulated by hepatitis B virus X protein (HBx) at transcriptional and post-translational levels. HBx overexpression markedly blocked the expression of AIM2 at mRNA and protein levels by enhancing the stability of Enhancer of zeste homolog 2 (EZH2). Furthermore, HBx interacted with AIM2, resulting in an increase of AIM2 degradation via ubiquitination induction. Functionally, knockdown of AIM2 enhanced cell migration, formation of cell pseudopodium, wound healing and tumor metastasis, whereas reintroduction of AIM2 attenuated these functions. The loss of AIM2 induced the activation of epithelial-mesenchymal transition (EMT). Fibronectin 1 (FN1) was found to be a downstream effector of AIM2, with its expression reversely modulated by AIM2. Silencing of FN1 significantly halted cell migration induced by AIM2 depletion. These data demonstrate that HBx-induced loss of AIM2 is associated with poor outcomes and facilitates HCC metastasis by triggering the EMT process. The results of the present study therefore suggest that AIM2 is a potential prognostic biomarker in hepatitis B virus-related HCC, as well as a possible therapeutic target for tumor metastasis.
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Affiliation(s)
- Shi-Lu Chen
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Li-Li Liu
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Shi-Xun Lu
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Rong-Zhen Luo
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Chun-Hua Wang
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Hong Wang
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Shao-Hang Cai
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Xia Yang
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Dan Xie
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Chris Zhiyi Zhang
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Jing-Ping Yun
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-Sen University Cancer Center, Guangzhou, China
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13
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Wang F, Huang J, Zhu Z, Ma X, Cao L, Zhang Y, Chen W, Dong Y. Transcriptome Analysis of WHV/c-myc Transgenic Mice Implicates Cytochrome P450 Enzyme 17A1 as a Promising Biomarker for Hepatocellular Carcinoma. Cancer Prev Res (Phila) 2016; 9:739-49. [PMID: 27339169 DOI: 10.1158/1940-6207.capr-16-0023] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Accepted: 06/13/2016] [Indexed: 11/16/2022]
Abstract
Early detection of hepatocellular carcinoma (HCC) is critical for successful treatment and favorable prognosis. To identify novel HCC biomarkers, we used the WHV/c-myc transgenic (Tg) mice, an animal model of hepatocarcinogenesis. By analyzing their gene expression profiling, we investigated differentially expressed genes in livers of wild-type and Tg mice. The cytochrome P450, family 17, subfamily A, polypeptide 1 (CYP17A1), a hepatic P450 enzyme, was revealed to be overexpressed in the liver tissues of Tg mice at both preneoplastic and neoplastic stages. Mouse-to-human validation demonstrated that CYP17A1 mRNA and protein were also significantly increased in human HCC tissues compared with paired nontumor tissues (P = 0.00041 and 0.00011, respectively). Immunohistochemical studies showed that CYP17A1 was overexpressed in 67% (58 of 87) of HCC, and strong staining of CYP17A1 was observed in well-differentiated HCCs. Consistent with this, the median serum levels of CYP17A1 were also significantly higher in patients with HCC (140.2 ng/mL, n = 776) compared with healthy controls (31.4 ng/mL, n = 366) and to those with hepatitis B virus (57.5 ng/mL, n = 160), cirrhosis (46.1 ng/mL, n = 147), lung cancer (27.4 ng/mL, n = 109), and prostate cancer (42.1 ng/mL, n = 130; all P < 0.001). Notably, the elevations were seen in most AFP-negative HCC cases. Altogether, through mouse-to-human search and validation, we found that CYP17A1 is overexpressed in HCCs and it has great potentiality as a noninvasive marker for HCC detection. These results provide a rationale for the future development and clinical application of CYP17A1 measurement to diagnose HCC more precisely. Cancer Prev Res; 9(9); 739-49. ©2016 AACR.
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Affiliation(s)
- Feng Wang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan Province, China
| | - Jian Huang
- Department of Oncology, The 1st. Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province, China
| | - Zhu Zhu
- Department of Oncology, The 1st. Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province, China
| | - Xiao Ma
- Key Laboratory of Pu-erh Tea Science of Ministry of Education, Yunnan Agricultural University, Kunming, Yunnan Province, China
| | - Li Cao
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan Province, China
| | - Yongzhi Zhang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan Province, China
| | - Wei Chen
- College of Biological big data, Yunan Agricultural University, Kunming, Yunnan Province, China
| | - Yang Dong
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan Province, China. College of Biological big data, Yunan Agricultural University, Kunming, Yunnan Province, China.
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14
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Goossens C, Nahon P, Le Moyec L, Triba MN, Bouchemal N, Amathieu R, Ganne-Carrié N, Ziol M, Trinchet JC, Sellier N, Diallo A, Seror O, Savarin P. Sequential Serum Metabolomic Profiling after Radiofrequency Ablation of Hepatocellular Carcinoma Reveals Different Response Patterns According to Etiology. J Proteome Res 2016; 15:1446-54. [PMID: 27015127 DOI: 10.1021/acs.jproteome.5b01032] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Radiofrequency ablation (RFA) is commonly performed as a curative approach in patients with hepatocellular carcinoma (HCC); however, the risk of tumor recurrence is difficult to predict due to a lack of reliable clinical and biological markers, and identification of new biomarkers poses a major challenge for improving prognoses. Metabolomics is a promising technique that may lead to the identification and characterization of new disease fingerprints. The objective of the present study was to explore, preoperatively and at various time points post-RFA, the metabolic profile of serum samples from HCC patients to identify factors associated with treatment response and recurrence. Sequential sera obtained before and after RFA procedures for 120 patients with HCC due to cirrhosis were investigated using nuclear magnetic resonance metabolomics. A multilevel orthogonal projection to latent structure analysis was used to discriminate intraindividual metabolic changes in response to RFA treatment. Recurrence-free survival differed depending on the underlying cause of cirrhosis. The statistical model showed significant differences depending on whether the liver disease had a viral or nonviral etiology before RFA intervention (explained variance of R(2)Y = 0.89 and predictability of Q(2)Y = 0.34). These profiles were also associated with specific and distinct metabolic responses after RFA.
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Affiliation(s)
- Corentine Goossens
- Université Paris 13 , Sorbonne Paris Cité, CSPBAT, UMR 7244, CNRS, Bobigny, France
| | - Pierre Nahon
- Groupe Hospitalier Paris Seine-Saint-Denis, Pôle d'Activités Cancérologiques Spécialisées, APHP, Hôpital Jean Verdier, Bondy et Université Paris 13, Sorbonne Paris Cité, UFR SMBH, Bobigny, France.,INSERM U1162, Génomique Fonctionnelle des Tumeurs Solides, Université Paris 5 , Paris, France
| | | | - Mohamed Nawfal Triba
- Université Paris 13 , Sorbonne Paris Cité, CSPBAT, UMR 7244, CNRS, Bobigny, France
| | - Nadia Bouchemal
- Université Paris 13 , Sorbonne Paris Cité, CSPBAT, UMR 7244, CNRS, Bobigny, France
| | - Roland Amathieu
- Université Paris 13 , Sorbonne Paris Cité, CSPBAT, UMR 7244, CNRS, Bobigny, France.,Service d'Anesthésie-Réanimation, GHU PSSD, Hôpital Jean Verdier, Bondy et Université Paris 13, Sorbonne Paris Cité, UFR SMBH, Bobigny, France
| | - Nathalie Ganne-Carrié
- Groupe Hospitalier Paris Seine-Saint-Denis, Pôle d'Activités Cancérologiques Spécialisées, APHP, Hôpital Jean Verdier, Bondy et Université Paris 13, Sorbonne Paris Cité, UFR SMBH, Bobigny, France.,INSERM U1162, Génomique Fonctionnelle des Tumeurs Solides, Université Paris 5 , Paris, France
| | - Marianne Ziol
- APHP, Service d'Anatomie Pathologique, Hôpital Jean Verdier, Bondy et Université Paris 13, Sorbonne Paris Cité, UFR SMBH, Bobigny, France.,BB-0033-00027, Centre de Ressources Biologiques Maladies du Foie, Groupe Hospitalier Paris-Seine-Saint-Denis, Bondy, France
| | - Jean-Claude Trinchet
- Groupe Hospitalier Paris Seine-Saint-Denis, Pôle d'Activités Cancérologiques Spécialisées, APHP, Hôpital Jean Verdier, Bondy et Université Paris 13, Sorbonne Paris Cité, UFR SMBH, Bobigny, France.,INSERM U1162, Génomique Fonctionnelle des Tumeurs Solides, Université Paris 5 , Paris, France.,BB-0033-00027, Centre de Ressources Biologiques Maladies du Foie, Groupe Hospitalier Paris-Seine-Saint-Denis, Bondy, France
| | - Nicolas Sellier
- APHP, Service de Radiologie, Hôpital Jean Verdier, Bondy, France
| | - Abou Diallo
- Service d'Information Médicale, GHU PSSD, Hôpital Jean Verdier, Bondy, France
| | - Olivier Seror
- INSERM U1162, Génomique Fonctionnelle des Tumeurs Solides, Université Paris 5 , Paris, France.,APHP, Service de Radiologie, Hôpital Jean Verdier, Bondy, France
| | - Philippe Savarin
- Université Paris 13 , Sorbonne Paris Cité, CSPBAT, UMR 7244, CNRS, Bobigny, France
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15
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Zigmond E, Ya’acov AB, Lee H, Lichtenstein Y, Shalev Z, Smith Y, Zolotarov L, Ziv E, Kalman R, Le HV, Lu H, Silverman RB, Ilan Y. Suppression of Hepatocellular Carcinoma by Inhibition of Overexpressed Ornithine Aminotransferase. ACS Med Chem Lett 2015; 6:840-4. [PMID: 26288681 DOI: 10.1021/acsmedchemlett.5b00153] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2015] [Accepted: 05/29/2015] [Indexed: 12/24/2022] Open
Abstract
Hepatocellular carcinoma is the second leading cause of cancer death worldwide. DNA microarray analysis identified the ornithine aminotransferase (OAT) gene as a prominent gene overexpressed in hepatocellular carcinoma (HCC) from Psammomys obesus. In vitro studies demonstrated inactivation of OAT by gabaculine (1), a neurotoxic natural product, which suppressed in vitro proliferation of two HCC cell lines. Alpha-fetoprotein (AFP) secretion, a biomarker for HCC, was suppressed by gabaculine in both cell lines, but not significantly. Because of the active site similarity between GABA aminotransferase (GABA-AT) and OAT, a library of 24 GABA-AT inhibitors was screened to identify a more selective inhibitor of OAT. (1S,3S)-3-Amino-4-(hexafluoropropan-2-ylidene)cyclopentane-1-carboxylic acid (2) was found to be an inactivator of OAT that only weakly inhibits GABA-AT, l-aspartate aminotransferase, and l-alanine aminotransferase. In vitro administration of 2 significantly suppressed AFP secretion in both Hep3B and HepG2 HCC cells; in vivo, 2 significantly suppressed AFP serum levels and tumor growth in HCC-harboring mice, even at 0.1 mg/kg. Overexpression of the OAT gene in HCC and the ability to block the growth of HCC by OAT inhibitors support the role of OAT as a potential therapeutic target to inhibit HCC growth. This is the first demonstration of suppression of HCC by an OAT inactivator.
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Affiliation(s)
| | | | - Hyunbeom Lee
- Department of Chemistry,
Department of Molecular Biosciences, Chemistry of Life Processes Institute,
and Center for Molecular Innovation and Drug Discovery, Northwestern University, Evanston, Illinois 60208, United States
| | | | | | | | | | | | | | - Hoang V. Le
- Department of Chemistry,
Department of Molecular Biosciences, Chemistry of Life Processes Institute,
and Center for Molecular Innovation and Drug Discovery, Northwestern University, Evanston, Illinois 60208, United States
| | - Hejun Lu
- Department of Chemistry,
Department of Molecular Biosciences, Chemistry of Life Processes Institute,
and Center for Molecular Innovation and Drug Discovery, Northwestern University, Evanston, Illinois 60208, United States
| | - Richard B. Silverman
- Department of Chemistry,
Department of Molecular Biosciences, Chemistry of Life Processes Institute,
and Center for Molecular Innovation and Drug Discovery, Northwestern University, Evanston, Illinois 60208, United States
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16
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Prognostic role of serum carbohydrate antigen 19-9 levels in patients with resectable hepatocellular carcinoma. Tumour Biol 2015; 36:2257-61. [PMID: 25787748 DOI: 10.1007/s13277-014-2435-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Accepted: 08/04/2014] [Indexed: 12/26/2022] Open
Abstract
Serum levels of carbohydrate antigen 19-9 (CA 19-9) were shown to be associated with poorer prognosis in several cancers, but the prognostic role of CA 19-9 levels in patients with hepatocellular carcinoma was unclear. A retrospective cohort of 97 patients with resectable hepatocellular carcinoma was performed to assess the prognostic role of CA 19-9 levels on overall survival in hepatocellular carcinoma. Both Kaplan-Meier product-limit method and multivariate analysis were performed to determine the prognostic role of CA 19-9 levels. The results indicated that among those 97 patients, 24 (24.7%) had elevated preoperative CA 19-9 levels (≥37 U/mL). Elevated serum CA 19-9 levels did not correlate with patient age, gender, tumor size, tumor stage, diabetes, and hepatitis B virus (HBV) infection. Kaplan-Meier product-limit method showed that patients with elevated CA 19-9 levels had poorer survival than those with normal CA 19-9 levels (log-rank test P < 0.001). Multivariate analysis showed that elevated CA 19-9 level was a significantly independent predictor of poorer overall survival (hazard ratio [HR] = 2.56; 95% confidence interval [95% CI] 1.41-4.64, P = 0.002). In addition, tumor stages and multiple tumors were also independent predictors of poorer overall survival in hepatocellular carcinoma (P < 0.01). In conclusion, serum CA 19-9 levels have an independent prognostic role in patients with resectable hepatocellular carcinoma. Elevated CA 19-9 level is significantly associated with poorer overall survival in hepatocellular carcinoma.
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17
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Shi L, Wu LL, Yang JR, Chen XF, Zhang Y, Chen ZQ, Liu CL, Chi SY, Zheng JY, Huang HX, Yu FJ, Lin XY. Serum peroxiredoxin3 is a useful biomarker for early diagnosis and assessemnt of prognosis of hepatocellular carcinoma in Chinese patients. Asian Pac J Cancer Prev 2015; 15:2979-86. [PMID: 24815434 DOI: 10.7314/apjcp.2014.15.7.2979] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Recently, peroxiredoxin3 (PRDX3) was identified as a novel molecular marker for the progression of hepatocellular carcinoma (HCC). However, its potential clinical application as a serum marker for the early diagnosis and prognosis of HCC has not been investigated. METHODS PRDX3, alpha-fetaprotein (AFP), and other biochemical parameters were measured in serum samples from 297 Chinese patients, including 96 with HCC, 98 with liver cirrhosis (LC), and 103 healthy controls (HCs). Correlations between serum PRDX3 expression and clinicopathological variables and the relationship between serum PRDX3 expression and prognosis were analyzed. RESULTS Serum PRDX3 was significantly higher in HCC patients than in the LC and HC groups. The sensitivity and specificity of serum PRDX3 for the diagnosis of HCC were 85.9% and 75.3%, respectively, at a cutoff of 153.26 ng/mL, and the area under the curve was 0.865. Moreover, serum PRDX3 expression was strongly associated with AFP level, tumor diameter, TNM stage, and portal vein invasion. Kaplan-Meier curve analysis revealed that HCC patients with high serum PRDX3 expression had a shorter median survival time than those with low PRDX3 expression. Moreover, serum PRDX3 expression was an independent risk factor for overall survival. The inverse correlation between serum PRDX3 and patient survival remained significant in patients with early-stage HCC and in those with normal serum AFP levels. CONCLUSIONS Serum PRDX3 can be used as a noninvasive biomarker for the diagnosis and/or prognosis of HCC.
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Affiliation(s)
- Liang Shi
- Department of Laboratory Medicine, The First Affiliated Hospital of Wenzhou Medical Uiniversity, Wenzhou, China E-mail : ,
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18
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Pinna F, Breuhahn K. Implementation of systems theory in liver cancer research. Hepat Oncol 2015; 2:9-11. [PMID: 30190981 DOI: 10.2217/hep.14.29] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Federico Pinna
- Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Kai Breuhahn
- Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
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19
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Zhang Y, Zhang JX, Huang LL, He LJ, Liao YJ, Lai YR, Deng HX, Tian XP, Kung HF, Xie D, Zhu SL. Low expression of BARX2 in human primary hepatocellular carcinoma correlates with metastasis and predicts poor prognosis. Hepatol Res 2015; 45:228-37. [PMID: 24716715 DOI: 10.1111/hepr.12340] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Revised: 04/01/2014] [Accepted: 04/02/2014] [Indexed: 12/19/2022]
Abstract
AIM The homeobox gene Barx2 was recently identified as a regulator of ovarian and breast cancer; however, the expression level of BARX2 and its significance in hepatocellular carcinoma (HCC) remain unknown. METHODS Protein and mRNA expression levels of Barx2 were examined using Western blotting and real-time PCR respectively, in paired HCC tissue and matched adjacent non-cancerous tissue from 12 patients. The expression levels of epithelial-mesenchymal transition (EMT) markers were also detected in relation to BARX2 expression. Lastly, immunohistochemistry for BARX2 was also performed on a tissue microarray containing 231 HCC tissue samples. RESULTS We observed that BARX2 expression was lower in HCC tissues compared to matching adjacent non-cancerous tissue. The low expression level of BARX2 was significantly correlated with metrics of tumor size, tumor differentiation, clinical stage, metastasis and relapse. Furthermore, the patients with low BARX2 expression had adverse survival outcomes. Importantly, multivariate Cox regression analysis revealed that low BARX2 expression was an independent marker for lower overall survival (P = 0.007). Moreover, a significant negative relationship was observed between the expression of BARX2 and markers of EMT. CONCLUSION These findings provide evidence that the low expression level of BARX2 in HCC is significantly correlated with tumor metastasis, and that BARX2 may be an independent prognostic biomarker for patients with HCC.
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Affiliation(s)
- Yi Zhang
- Department of Gastroenterology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou
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20
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Wang XW, Thorgeirsson SS. The biological and clinical challenge of liver cancer heterogeneity. Hepat Oncol 2014; 1:349-353. [PMID: 30190968 DOI: 10.2217/hep.14.18] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Affiliation(s)
- Xin Wei Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA.,Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Snorri S Thorgeirsson
- Laboratory of Experimental Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA.,Laboratory of Experimental Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
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21
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Welte S, Urbanik T, Elßner C, Kautz N, Koehler BC, Waldburger N, Bermejo JL, Pinna F, Weiss KH, Schemmer P, Jaeger D, Longerich T, Breuhahn K, Schulze-Bergkamen H. Nuclear expression of the deubiquitinase CYLD is associated with improved survival in human hepatocellular carcinoma. PLoS One 2014; 9:e110591. [PMID: 25329885 PMCID: PMC4199737 DOI: 10.1371/journal.pone.0110591] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Accepted: 09/19/2014] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND & AIMS The deubiquitinase CYLD removes (K-63)-linked polyubiquitin chains from proteins involved in NF-κB, Wnt/ß-catenin and Bcl-3 signaling. Reduced CYLD expression has been reported in different tumor entities, including hepatocellular carcinoma (HCC). Furthermore, loss of CYLD has been shown to contribute to HCC development in knockout animal models. This study aimed to assess subcellular CYLD expression in tumor tissues and its prognostic significance in HCC patients undergoing liver resection or liver transplantation. METHODS Subcellular localization of CYLD was assessed by immunohistochemistry in tumor tissues of 95 HCC patients undergoing liver resection or transplantation. Positive nuclear CYLD staining was defined as an immunohistochemical (IHC) score ≥ 3. Positive cytoplasmic CYLD staining was defined as an IHC score ≥ 6. The relationship with clinicopathological parameters was investigated. Cell culture experiments were performed to analyze subcellular CYLD expression in vitro. RESULTS Cytoplasmic CYLD expression was observed in 57 out of 95 (60%) HCC specimens (cyt°CYLD+). Nuclear CYLD staining was positive in 52 out of 95 specimens (55%, nucCYLD+). 13 out of 52 nucCYLD+ patients (25%) showed a lack of cytoplasmic CYLD expression. nucCYLD+ was associated with prolonged overall survival in patients after resection or liver transplantation (P = 0.007). 5-year overall survival rates were 63% in nucCYLD+ vs. 26% in nucCYLD- patients. Nuclear CYLD staining strongly correlated with tumor grading (P<0.001) and Ki67 positivity (P = 0.005). nucCYLD+ did not prove to be an independent prognostic parameter. In vitro, Huh7, Hep3B and HepG2 showed reduced CYLD levels compared to the non-malignant liver cell line THLE-2. Induction of CYLD expression by doxorubicin treatment led to increased cytoplasmic and nuclear expression of CYLD. CONCLUSIONS Expression of nuclear CYLD is a novel prognostic factor for improved survival in patients with HCC undergoing liver resection or transplantation.
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Affiliation(s)
- Stefan Welte
- National Center for Tumor Diseases, Department of Medical Oncology, Internal Medicine VI, Heidelberg University Hospital, Heidelberg, Germany
| | - Toni Urbanik
- National Center for Tumor Diseases, Department of Medical Oncology, Internal Medicine VI, Heidelberg University Hospital, Heidelberg, Germany
| | - Christin Elßner
- National Center for Tumor Diseases, Department of Medical Oncology, Internal Medicine VI, Heidelberg University Hospital, Heidelberg, Germany
| | - Nicole Kautz
- National Center for Tumor Diseases, Department of Medical Oncology, Internal Medicine VI, Heidelberg University Hospital, Heidelberg, Germany
| | - Bruno Christian Koehler
- National Center for Tumor Diseases, Department of Medical Oncology, Internal Medicine VI, Heidelberg University Hospital, Heidelberg, Germany
| | - Nina Waldburger
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Justo Lorenzo Bermejo
- Institute of Medical Biometry and Informatics, Heidelberg University Hospital, Heidelberg, Germany
| | - Federico Pinna
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Karl-Heinz Weiss
- Department of Gastroenterology, Toxicology, and Infectious Diseases, Heidelberg University Hospital, Internal Medicine IV, Heidelberg, Germany
| | - Peter Schemmer
- Department of General and Transplant Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Dirk Jaeger
- National Center for Tumor Diseases, Department of Medical Oncology, Internal Medicine VI, Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Longerich
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Kai Breuhahn
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Henning Schulze-Bergkamen
- National Center for Tumor Diseases, Department of Medical Oncology, Internal Medicine VI, Heidelberg University Hospital, Heidelberg, Germany
- Department of Gastroenterology, Diabetology and Rheumatology, Internal Medicine II, Marien-Hospital, Wesel, Germany
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22
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Malz M, Bovet M, Samarin J, Rabenhorst U, Sticht C, Bissinger M, Roessler S, Bermejo JL, Renner M, Calvisi DF, Singer S, Ganzinger M, Weber A, Gretz N, Zörnig M, Schirmacher P, Breuhahn K. Overexpression of far upstream element (FUSE) binding protein (FBP)-interacting repressor (FIR) supports growth of hepatocellular carcinoma. Hepatology 2014; 60:1241-50. [PMID: 24824848 DOI: 10.1002/hep.27218] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Accepted: 05/09/2014] [Indexed: 12/24/2022]
Abstract
UNLABELLED The far upstream element binding protein (FBP) and the FBP-interacting repressor (FIR) represent molecular tools for transcriptional fine tuning of target genes. Strong overexpression of FBP in human hepatocellular carcinoma (HCC) supports tumor growth and correlates with poor patient prognosis. However, the role of the transcriptional repressor FIR in hepatocarcinogenesis remains poorly delineated. We show that overexpression of FIR correlates with tumor dedifferentiation and tumor cell proliferation in about 60% of primary HCCs. Elevated FIR levels are associated with genomic gains of the FIR gene locus at chromosome 8q24.3 in human HCC specimens. In vitro, nuclear enrichment of FIR supports HCC cell proliferation and migration. Expression profiling of HCC cells after small interfering RNA (siRNA)-mediated silencing of FIR identified the transcription factor DP-1 (TFDP1) as a transcriptional target of FIR. Surprisingly, FIR stimulates the expression of FBP in a TFDP1/E2F1-dependent manner. FIR splice variants lacking or containing exon 2 and/or exon 5 are expressed in the majority of HCCs but not in normal hepatocytes. Specific inhibition of FIR isoforms with and without exon 2 revealed that both groups of FIR splice variants facilitate tumor-supporting effects. This finding was confirmed in xenograft transplantation experiments with lentiviral-infected short hairpin RNA (shRNA) targeting all FIR variants as well as FIR with and without exon 2. CONCLUSION High-level nuclear FIR does not facilitate repressor properties but supports tumor growth in HCC cells. Thus, the pharmacological inhibition of FIR might represent a promising therapeutic strategy for HCC patients with elevated FIR expression.
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Affiliation(s)
- Mona Malz
- Institute of Pathology, University Hospital Heidelberg, Germany
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23
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Negroni L, Taouji S, Arma D, Pallares-Lupon N, Leong K, Beausang LA, Latterich M, Bossé R, Balabaud C, Schmitter JM, Bioulac-Sage P, Zucman-Rossi J, Rosenbaum J, Chevet E. Integrative quantitative proteomics unveils proteostasis imbalance in human hepatocellular carcinoma developed on nonfibrotic livers. Mol Cell Proteomics 2014; 13:3473-83. [PMID: 25225353 DOI: 10.1074/mcp.m114.043174] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Proteomics-based clinical studies represent promising resources for the discovery of novel biomarkers or for unraveling molecular mechanisms underlying particular diseases. Here, we present a discovery study of hepatocellular carcinoma developed on nonfibrotic liver (nfHCC) that combines complementary quantitative iTRAQ-based proteomics and phosphoproteomics approaches. Using both approaches, we compared a set of 24 samples (18 nfHCC versus six nontumor liver tissue). We identified 43 proteins (67 peptides) differentially expressed and 32 peptides differentially phosphorylated between the experimental groups. The functional analysis of the two data sets pointed toward the deregulation of a protein homeostasis (proteostasis) network including the up-regulation of the Endoplasmic Reticulum (ER) resident HSPA5, HSP90B1, PDIA6, and P4HB and of the cytosolic HSPA1B, HSP90AA1, HSPA9, UBC, CNDP2, TXN, and VCP as well as the increased phosphorylation of the ER resident calnexin at Ser583. Antibody-based validation approaches (immunohistochemistry, immunoblot, Alphascreen(®), and AMMP(®)) on independent nfHCC tumor sets (up to 77 samples) confirmed these observations, thereby indicating a common mechanism occurring in nfHCC tumors. Based on these results we propose that adaptation to proteostasis imbalance in nfHCC tumors might confer selective advantages to those tumors. As such, this model could provide an additional therapeutic opportunity for those tumors arising on normal liver by targeting the tumor proteostasis network. Data are available via ProteomeXchange with identifier PXD001253.
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Affiliation(s)
- Luc Negroni
- From the ‡UMR 5248 CNRS-Université Bordeaux-IPB, Bordeaux, France; §Université de Bordeaux, Bordeaux, France
| | - Said Taouji
- §Université de Bordeaux, Bordeaux, France; ¶INSERM, UMR-U1053, Team ≪ Endoplasmic Reticulum Stress and Cancer ≫, Bordeaux, France. ‖BMYscreen, Bordeaux, France
| | - Daniela Arma
- From the ‡UMR 5248 CNRS-Université Bordeaux-IPB, Bordeaux, France; ¶INSERM, UMR-U1053, Team ≪ Endoplasmic Reticulum Stress and Cancer ≫, Bordeaux, France. **INSERM, UMR-U1053, ≪ Repteam ≫, Bordeaux, France
| | - Nestor Pallares-Lupon
- §Université de Bordeaux, Bordeaux, France; ¶INSERM, UMR-U1053, Team ≪ Endoplasmic Reticulum Stress and Cancer ≫, Bordeaux, France
| | - Kristen Leong
- ‡‡BioScale, Inc., 4 Maguire Rd, Lexington, MA 02421, USA
| | | | - Martin Latterich
- ‡‡BioScale, Inc., 4 Maguire Rd, Lexington, MA 02421, USA; §§Proteogenomics Research Institute for Systems Medicine, San Diego, California 92121
| | | | - Charles Balabaud
- §Université de Bordeaux, Bordeaux, France; **INSERM, UMR-U1053, ≪ Repteam ≫, Bordeaux, France
| | - Jean-Marie Schmitter
- From the ‡UMR 5248 CNRS-Université Bordeaux-IPB, Bordeaux, France; §Université de Bordeaux, Bordeaux, France
| | - Paulette Bioulac-Sage
- §Université de Bordeaux, Bordeaux, France; **INSERM, UMR-U1053, ≪ Repteam ≫, Bordeaux, France
| | - Jessica Zucman-Rossi
- ‖‖Inserm, UMR-1162, Génomique fonctionnelle des Tumeurs solides, IUH, Paris, F-75010 France; Université Paris Descartes, Labex Immuno-Oncology, Sorbonne Paris Cité, Faculté de Médecine, Paris, France; Université Paris 13, Sorbonne Paris Cité, UFR SMBH, F-93000 Bobigny, France; Université Paris Diderot, F-75013 Paris
| | - Jean Rosenbaum
- §Université de Bordeaux, Bordeaux, France; **INSERM, UMR-U1053, ≪ Repteam ≫, Bordeaux, France
| | - Eric Chevet
- §Université de Bordeaux, Bordeaux, France; ¶INSERM, UMR-U1053, Team ≪ Endoplasmic Reticulum Stress and Cancer ≫, Bordeaux, France. ‖BMYscreen, Bordeaux, France; Centre Régional de Lutte Contre le Cancer Eugène Marquis, 35000 Rennes, France
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24
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Anestopoulos I, Voulgaridou GP, Georgakilas AG, Franco R, Pappa A, Panayiotidis MI. Epigenetic therapy as a novel approach in hepatocellular carcinoma. Pharmacol Ther 2014; 145:103-19. [PMID: 25205159 DOI: 10.1016/j.pharmthera.2014.09.005] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Accepted: 09/02/2014] [Indexed: 02/07/2023]
Abstract
Hepatocellular carcinoma (HCC) is the most common type of liver malignancy and one with high fatality. Its 5-year survival rate remains low and thus, there is a need for improvement of current treatment strategies as well as development of novel targeted methodologies in order to optimize existing therapeutic protocols. To this end, only recently, it was discovered that its pathophysiology also involves epigenetic alterations in DNA methylation, histone modifications and/or non-coding microRNA patterns. Unlike genetic events, epigenetic alterations are reversible and thus potentially considered to be an alternative option in cancer treatment protocols. In this review, we describe the general characteristics and resulted major alterations of the epigenetic machinery as well as current state of progress of epigenetic therapy (via different single or combinatorial experimental approaches) in HCC.
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Affiliation(s)
- Ioannis Anestopoulos
- Department of Molecular Biology & Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | | | - Alexandros G Georgakilas
- School of Applied Mathematical & Physical Sciences, National Technical University of Athens, Athens, Greece
| | - Rodrigo Franco
- Redox Biology Center, School of Veterinary Medicine & Biomedical Sciences, Redox Biology Center, University of Nebraska-Lincoln, USA
| | - Aglaia Pappa
- Department of Molecular Biology & Genetics, Democritus University of Thrace, Alexandroupolis, Greece
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25
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Winkler J, Ori A, Holzer K, Sticht C, Dauch D, Eiteneuer EM, Pinna F, Geffers R, Ehemann V, Andres-Pons A, Breuhahn K, Longerich T, Bermejo JL, Gretz N, Zender L, Schirmacher P, Beck M, Singer S. Prosurvival function of the cellular apoptosis susceptibility/importin-α1 transport cycle is repressed by p53 in liver cancer. Hepatology 2014; 60:884-95. [PMID: 24799195 DOI: 10.1002/hep.27207] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2013] [Accepted: 05/02/2014] [Indexed: 01/05/2023]
Abstract
UNLABELLED Proteins of the karyopherin superfamily including importins and exportins represent an essential part of the nucleocytoplasmic transport machinery. However, the functional relevance and regulation of karyopherins in hepatocellular carcinoma (HCC) is poorly understood. Here we identified cellular apoptosis susceptibility (CAS, exportin-2) and its transport substrate importin-α1 (imp-α1) among significantly up-regulated transport factor genes in HCC. Disruption of the CAS/imp-α1 transport cycle by RNAi in HCC cell lines resulted in decreased tumor cell growth and increased apoptosis. The apoptotic phenotype upon CAS depletion could be recapitulated by direct knockdown of the X-linked inhibitor of apoptosis (XIAP) and partially reverted by XIAP overexpression. In addition, XIAP and CAS mRNA expression levels were correlated in HCC patient samples (r=0.463; P<0.01), supporting the in vivo relevance of our findings. Furthermore, quantitative mass spectrometry analyses of murine HCC samples (p53-/- versus p53+/+) indicated higher protein expression of CAS and imp-α1 in p53-/- tumors. Consistent with a role of p53 in regulating the CAS/imp-α1 transport cycle, we observed that both transport factors were repressed upon p53 induction in a p21-dependent manner. CONCLUSION The CAS/imp-α1 transport cycle is linked to XIAP and is required to maintain tumor cell survival in HCC. Moreover, CAS and imp-α1 are targets of p53-mediated repression, which represents a novel aspect of p53's ability to control tumor cell growth in hepatocarcinogenesis.
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Affiliation(s)
- Juliane Winkler
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
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26
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Abstract
Hepatocellular Carcinoma (HCC) is the third most deadly malignancy worldwide characterized by phenotypic and molecular heterogeneity. In the past two decades, advances in genomic analyses have formed a comprehensive understanding of different underlying pathobiological layers resulting in hepatocarcinogenesis. More recently, improvements of sophisticated next-generation sequencing (NGS) technologies have enabled complete and cost-efficient analyses of cancer genomes at a single nucleotide resolution and advanced into valuable tools in translational medicine. Although the use of NGS in human liver cancer is still in its infancy, great promise rests in the systematic integration of different molecular analyses obtained by these methodologies, i.e., genomics, transcriptomics and epigenomics. This strategy is likely to be helpful in identifying relevant and recurrent pathophysiological hallmarks thereby elucidating our limited understanding of liver cancer. Beside tumor heterogeneity, progress in translational oncology is challenged by the amount of biological information and considerable “noise” in the data obtained from different NGS platforms. Nevertheless, the following review aims to provide an overview of the current status of next-generation approaches in liver cancer, and outline the prospects of these technologies in diagnosis, patient classification, and prediction of outcome. Further, the potential of NGS to identify novel applications for concept clinical trials and to accelerate the development of new cancer therapies will be summarized.
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27
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Gutschner T, Hämmerle M, Pazaitis N, Bley N, Fiskin E, Uckelmann H, Heim A, Groβ M, Hofmann N, Geffers R, Skawran B, Longerich T, Breuhahn K, Schirmacher P, Mühleck B, Hüttelmaier S, Diederichs S. Insulin-like growth factor 2 mRNA-binding protein 1 (IGF2BP1) is an important protumorigenic factor in hepatocellular carcinoma. Hepatology 2014; 59:1900-11. [PMID: 24395596 DOI: 10.1002/hep.26997] [Citation(s) in RCA: 148] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2013] [Accepted: 01/03/2014] [Indexed: 12/11/2022]
Abstract
UNLABELLED Hepatocarcinogenesis is a stepwise process. It involves several genetic and epigenetic alterations, e.g., loss of tumor suppressor gene expression (TP53, PTEN, RB) as well as activation of oncogenes (c-MYC, MET, BRAF, RAS). However, the role of RNA-binding proteins (RBPs), which regulate tumor suppressor and oncogene expression at the posttranscriptional level, are not well understood in hepatocellular carcinoma (HCC). Here we analyzed RBPs induced in human liver cancer, revealing 116 RBPs with a significant and more than 2-fold higher expression in HCC compared to normal liver tissue. We focused our subsequent analyses on the Insulin-like growth factor 2 messenger RNA (mRNA)-binding protein 1 (IGF2BP1) representing the most strongly up-regulated RBP in HCC in our cohort. Depletion of IGF2BP1 from multiple liver cancer cell lines inhibits proliferation and induces apoptosis in vitro. Accordingly, murine xenograft assays after stable depletion of IGF2BP1 reveal that tumor growth, but not tumor initiation, strongly depends on IGF2BP1 in vivo. At the molecular level, IGF2BP1 binds to and stabilizes the c-MYC and MKI67 mRNAs and increases c-Myc and Ki-67 protein expression, two potent regulators of cell proliferation and apoptosis. These substrates likely mediate the impact of IGF2BP1 in human liver cancer, but certainly additional target genes contribute to its function. CONCLUSION The RNA-binding protein IGF2BP1 is an important protumorigenic factor in liver carcinogenesis. Hence, therapeutic targeting of IGF2BP1 may offer options for intervention in human HCC.
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Affiliation(s)
- Tony Gutschner
- Helmholtz-University-Group "Molecular RNA Biology & Cancer," German Cancer Research Center DKFZ & Institute of Pathology, University Hospital Heidelberg, Germany
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Chuma M, Sakamoto N, Nakai A, Hige S, Nakanishi M, Natsuizaka M, Suda G, Sho T, Hatanaka K, Matsuno Y, Yokoo H, Kamiyama T, Taketomi A, Fujii G, Tashiro K, Hikiba Y, Fujimoto M, Asaka M, Maeda S. Heat shock factor 1 accelerates hepatocellular carcinoma development by activating nuclear factor-κB/mitogen-activated protein kinase. Carcinogenesis 2014; 35:272-281. [PMID: 24130164 DOI: 10.1093/carcin/bgt343] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Heat shock factor 1 (HSF1), a major transactivator of stress responses, has been implicated in carcinogenesis in various organs. However, little is known about the biological functions of HSF1 in the development of hepatocellular carcinoma (HCC). To clarify the functional role of HSF1 in HCC, we established HSF1-knockdown (HSF1 KD) KYN2 HCC cells by stably expressing either small hairpin RNA (shRNA) against HSF1 (i.e. HSF1 KD) or control shRNA (HSF1 control). Tumorigenicity was significantly reduced in orthotopic mice with HSF1 KD cells compared with those with HSF1 control cells. Reduced tumorigenesis in HSF1 KD cells appeared attributable to increased apoptosis and decreased proliferation. Tumor necrosis factor-α-induced apoptosis was increased in HSF1 KD cells and HSF1(-/-) mouse hepatocytes compared with controls. Decreased expression of IκB kinase γ, a positive regulator of nuclear factor-κB, was also observed in HSF1 KD cells and HSF1(-/-) mouse hepatocytes. Furthermore, expression of bcl-2-associated athanogene domain 3 (BAG3) was dramatically reduced in HSF1 KD cells and HSF1(-/-) mouse hepatocytes. We also found that epidermal growth factor-stimulated mitogen-activated protein kinase signaling was impaired in HSF1 KD cells. Clinicopathological analysis demonstrated frequent overexpression of HSF1 in human HCCs. Significant correlations between HSF1 and BAG3 protein levels and prognosis were also observed. In summary, these results identify a mechanistic link between HSF1 and liver tumorigenesis and may provide as a potential molecular target for the development of anti-HCC therapies.
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Affiliation(s)
- Makoto Chuma
- Department of Gastroenterology and Hepatology, Hokkaido University, Kita 15, Nishi 7, Kita-ku, Sapporo 060-8638, Japan
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29
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Hydrodynamic transfection for generation of novel mouse models for liver cancer research. THE AMERICAN JOURNAL OF PATHOLOGY 2014; 184:912-923. [PMID: 24480331 DOI: 10.1016/j.ajpath.2013.12.002] [Citation(s) in RCA: 284] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2013] [Revised: 12/10/2013] [Accepted: 12/16/2013] [Indexed: 12/18/2022]
Abstract
Primary liver cancers, including hepatocellular carcinoma and intrahepatic cholangiocarcinoma, are leading causes of cancer-related death worldwide. Recent large-scale genomic approaches have identified a wide number of genes whose deregulation is associated with hepatocellular carcinoma and intrahepatic cholangiocarcinoma development. Murine models are critical tools to determine the oncogenic potential of these genes. Conventionally, transgenic or knockout mouse models are used for this purpose. However, several limitations apply to the latter models. Herein, we review a novel approach for stable gene expression in mouse hepatocytes by hydrodynamic injection in combination with Sleeping Beauty-mediated somatic integration. This method represents a flexible, reliable, and cost-effective tool to generate preclinical murine models for liver cancer research. Furthermore, it can be used as an in vivo transfection method to study biochemical cross talks among multiple pathways along hepatocarcinogenesis and to test the therapeutic potential of drugs against liver cancer.
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30
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Gu DL, Chen YH, Shih JH, Lin CH, Jou YS, Chen CF. Target genes discovery through copy number alteration analysis in human hepatocellular carcinoma. World J Gastroenterol 2013; 19:8873-8879. [PMID: 24379610 PMCID: PMC3870538 DOI: 10.3748/wjg.v19.i47.8873] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2013] [Accepted: 12/06/2013] [Indexed: 02/06/2023] Open
Abstract
High-throughput short-read sequencing of exomes and whole cancer genomes in multiple human hepatocellular carcinoma (HCC) cohorts confirmed previously identified frequently mutated somatic genes, such as TP53, CTNNB1 and AXIN1, and identified several novel genes with moderate mutation frequencies, including ARID1A, ARID2, MLL, MLL2, MLL3, MLL4, IRF2, ATM, CDKN2A, FGF19, PIK3CA, RPS6KA3, JAK1, KEAP1, NFE2L2, C16orf62, LEPR, RAC2, and IL6ST. Functional classification of these mutated genes suggested that alterations in pathways participating in chromatin remodeling, Wnt/β-catenin signaling, JAK/STAT signaling, and oxidative stress play critical roles in HCC tumorigenesis. Nevertheless, because there are few druggable genes used in HCC therapy, the identification of new therapeutic targets through integrated genomic approaches remains an important task. Because a large amount of HCC genomic data genotyped by high density single nucleotide polymorphism arrays is deposited in the public domain, copy number alteration (CNA) analyses of these arrays is a cost-effective way to reveal target genes through profiling of recurrent and overlapping amplicons, homozygous deletions and potentially unbalanced chromosomal translocations accumulated during HCC progression. Moreover, integration of CNAs with other high-throughput genomic data, such as aberrantly coding transcriptomes and non-coding gene expression in human HCC tissues and rodent HCC models, provides lines of evidence that can be used to facilitate the identification of novel HCC target genes with the potential of improving the survival of HCC patients.
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31
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Shi M, Chen MS, Sekar K, Tan CK, Ooi LL, Hui KM. A blood-based three-gene signature for the non-invasive detection of early human hepatocellular carcinoma. Eur J Cancer 2013; 50:928-36. [PMID: 24332572 DOI: 10.1016/j.ejca.2013.11.026] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2013] [Revised: 11/21/2013] [Accepted: 11/24/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND Identifying early stages of disease in high-risk individuals for the development of hepatocellular carcinoma (HCC) would greatly improve the clinical outcomes of these individuals. The aim of this study was to develop a blood-based gene set that could identify early-stage HCC. METHODS Comprehensive gene expression profiling of purified RNA of peripheral blood mononuclear cells (PBMC) was performed using microarrays. Gene signatures were developed through bioinformatics-driven approaches and their diagnostic value was evaluated by custom-designed, quantitative, multiplex polymerase chain reaction (PCR) assays. RESULTS Bioinformatics-driven analysis of microarray data derived from PBMC RNA samples of patients with HCC (N=10), pancreatic cancer (N=3), gastric cancer (N=3) and 10 normal individuals identified six genes that were differentially expressed in HCC. Subsequent multiplex-PCR validation and univariate analyses performed with an independent cohort of 114 HCC patients, 48 normal individuals and 14 patients with chronic hepatitis B (CHB) validated that three genes, namely Chemokine (C-X-C motif) receptor 2 (CXCR2), C-C chemokine receptor type 2 (CCR2) and E1A-Binding Protein P400 (EP400), were able to identify HCC individually with accuracies of 82.4%, 78.4% and 65%, respectively. In combination, these three genes gave an area under the curve (AUC) of 0.96 (95% confidence interval (CI), 0.93-0.99) using multivariate logistic regression and yielded a sensitivity of 93% and a specificity of 89%. When these three genes were used in combination with alpha-fetoprotein (AFP) to predict HCC, the accuracy of predicting HCC improved slightly with an AUC of 0.99 (95% CI, 0.98-1.0), sensitivity of 93% and specificity of 95%. CONCLUSIONS CXCR2, CCR2 and EP400 can provide a promising non-invasive multiplex PCR diagnostic assay to monitor high-risk individuals for the development of HCC.
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Affiliation(s)
- Ming Shi
- Department of Hepatobiliary Oncology, Sun Yat-Sen University Cancer Center, Guangzhou 510060, PR China
| | - Min-Shan Chen
- Department of Hepatobiliary Oncology, Sun Yat-Sen University Cancer Center, Guangzhou 510060, PR China
| | - Karthik Sekar
- Division of Cellular and Molecular Research, Humphrey Oei Institute of Cancer Research, National Cancer Centre, Singapore 169610, Singapore
| | - Chee-Kiat Tan
- Department of Gastroenterology and Hepatology, Singapore General Hospital, Singapore 169608, Singapore
| | - London Lucien Ooi
- Division of Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore
| | - Kam M Hui
- Division of Cellular and Molecular Research, Humphrey Oei Institute of Cancer Research, National Cancer Centre, Singapore 169610, Singapore; Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore; Institute of Molecular and Cell Biology, A(∗)STAR, Biopolis Drive Proteos, Singapore 138673, Singapore; Program in Cancer and Stem Cell Biology, Duke-NUS Graduate Medical School, Singapore 169857, Singapore.
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32
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Koschny R, Brost S, Hinz U, Sykora J, Batke EM, Singer S, Breuhahn K, Stremmel W, Walczak H, Schemmer P, Schirmacher P, Ganten TM. Cytosolic and nuclear caspase-8 have opposite impact on survival after liver resection for hepatocellular carcinoma. BMC Cancer 2013; 13:532. [PMID: 24209510 PMCID: PMC3834100 DOI: 10.1186/1471-2407-13-532] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2013] [Accepted: 10/30/2013] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND An imbalance between proliferation and apoptosis is one of the main features of carcinogenesis. TRAIL (TNF-related apoptosis-inducing ligand) induces apoptosis upon binding to the TRAIL death receptors, TRAIL receptor 1 (TRAIL-R1) and TRAIL-R2, whereas binding to TRAIL-R3 and TRAIL-R4 might promote cell survival and proliferation. The anti-tumor activity of TRAIL-R1 and TRAIL-R2 agonists is currently investigated in clinical trials. To gain further insight into the regulation of apoptosis in hepatocellular carcinoma (HCC), we investigated the TRAIL pathway and the regulators of apoptosis caspase-8, Bcl-xL and Mcl-1 in patients with HCC regarding patient survival. METHODS We analyzed 157 hepatocellular carcinoma patients who underwent partial liver resection or orthotopic liver transplantation and healthy control liver tissue using immunohistochemistry on tissue microarrays for the expression of TRAIL-R1 to TRAIL-R4, caspase-8, Bcl-xL and Mcl-1. Immunohistochemical data were evaluated for potential associations with clinico-pathological parameters and survival. RESULTS Whereas TRAIL-R1 was downregulated in HCC in comparison to normal liver tissue, TRAIL-R2 and -R4 were upregulated in HCC, especially in G2 and G3 tumors. TRAIL-R1 downregulation and upregulation of TRAIL-R2 and TRAIL-R4 correlated with tumor dedifferentiation (G2/G3). TRAIL-R3, Bcl-xL and Mcl-1 showed no differential expression in tumor tissue compared to normal tissue. The expression levels of TRAIL receptors did not correlate with patient survival after partial hepatectomy. Interestingly, in tumor tissue, but not in normal hepatocytes, caspase-8 showed a strong nuclear staining. Low cytosolic and high nuclear staining intensity of caspase-8 significantly correlated with impaired survival after partial hepatectomy, which, for cytosolic caspase-8, was independent from tumor grade. CONCLUSIONS Assessment of TRAIL-receptor expression patterns may have therapeutic implications for the use of TRAIL receptor agonists in HCC therapy. Tumor-specific nuclear localisation of caspase-8 in HCC suggests an apoptosis-independent function of caspase-8 and correlates with patient survival.
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Affiliation(s)
- Ronald Koschny
- Department of Gastroenterology, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Sylvia Brost
- Department of Gastroenterology, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Ulf Hinz
- Department of General and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Jaromir Sykora
- Department of Gastroenterology, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Emanuela M Batke
- Department of Gastroenterology, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Stephan Singer
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Kai Breuhahn
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Wolfgang Stremmel
- Department of Gastroenterology, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Henning Walczak
- Centre for Cell Death, Cancer and Inflammation (CCCI), UCL Cancer Institute, University College London, London, UK
| | - Peter Schemmer
- Department of General and Transplant Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Peter Schirmacher
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Tom M Ganten
- Department of Gastroenterology, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
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Hämmerle M, Gutschner T, Uckelmann H, Ozgur S, Fiskin E, Gross M, Skawran B, Geffers R, Longerich T, Breuhahn K, Schirmacher P, Stoecklin G, Diederichs S. Posttranscriptional destabilization of the liver-specific long noncoding RNA HULC by the IGF2 mRNA-binding protein 1 (IGF2BP1). Hepatology 2013; 58:1703-12. [PMID: 23728852 DOI: 10.1002/hep.26537] [Citation(s) in RCA: 197] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2013] [Revised: 05/13/2013] [Accepted: 05/14/2013] [Indexed: 12/14/2022]
Abstract
UNLABELLED Selected long noncoding RNAs (lncRNAs) have been shown to play important roles in carcinogenesis. Although the cellular functions of these transcripts can be diverse, many lncRNAs regulate gene expression. In contrast, factors that control the expression of lncRNAs remain largely unknown. Here we investigated the impact of RNA binding proteins on the expression of the liver cancer-associated lncRNA HULC (highly up-regulated in liver cancer). First, we validated the strong up-regulation of HULC in human hepatocellular carcinoma. To elucidate posttranscriptional regulatory mechanisms governing HULC expression, we applied an RNA affinity purification approach to identify specific protein interaction partners and potential regulators. This method identified the family of IGF2BPs (IGF2 mRNA-binding proteins) as specific binding partners of HULC. Depletion of IGF2BP1, also known as IMP1, but not of IGF2BP2 or IGF2BP3, led to an increased HULC half-life and higher steady-state expression levels, indicating a posttranscriptional regulatory mechanism. Importantly, HULC represents the first IGF2BP substrate that is destabilized. To elucidate the mechanism by which IGF2BP1 destabilizes HULC, the CNOT1 protein was identified as a novel interaction partner of IGF2BP1. CNOT1 is the scaffold of the human CCR4-NOT deadenylase complex, a major component of the cytoplasmic RNA decay machinery. Indeed, depletion of CNOT1 increased HULC half-life and expression. Thus, IGF2BP1 acts as an adaptor protein that recruits the CCR4-NOT complex and thereby initiates the degradation of the lncRNA HULC. CONCLUSION Our findings provide important insights into the regulation of lncRNA expression and identify a novel function for IGF2BP1 in RNA metabolism.
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Affiliation(s)
- Monika Hämmerle
- Helmholtz-University-Group "Molecular RNA Biology & Cancer," German Cancer Research Center DKFZ & Institute of Pathology, University Hospital Heidelberg, Germany
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34
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Cleary SP, Jeck WR, Zhao X, Chen K, Selitsky SR, Savich GL, Tan TX, Wu MC, Getz G, Lawrence MS, Parker JS, Li J, Powers S, Kim H, Fischer S, Guindi M, Ghanekar A, Chiang DY. Identification of driver genes in hepatocellular carcinoma by exome sequencing. Hepatology 2013; 58:1693-702. [PMID: 23728943 PMCID: PMC3830584 DOI: 10.1002/hep.26540] [Citation(s) in RCA: 237] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2012] [Accepted: 05/10/2013] [Indexed: 12/15/2022]
Abstract
UNLABELLED Genetic alterations in specific driver genes lead to disruption of cellular pathways and are critical events in the instigation and progression of hepatocellular carcinoma (HCC). As a prerequisite for individualized cancer treatment, we sought to characterize the landscape of recurrent somatic mutations in HCC. We performed whole-exome sequencing on 87 HCCs and matched normal adjacent tissues to an average coverage of 59×. The overall mutation rate was roughly two mutations per Mb, with a median of 45 nonsynonymous mutations that altered the amino acid sequence (range, 2-381). We found recurrent mutations in several genes with high transcript levels: TP53 (18%); CTNNB1 (10%); KEAP1 (8%); C16orf62 (8%); MLL4 (7%); and RAC2 (5%). Significantly affected gene families include the nucleotide-binding domain and leucine-rich repeat-containing family, calcium channel subunits, and histone methyltransferases. In particular, the MLL family of methyltransferases for histone H3 lysine 4 were mutated in 20% of tumors. CONCLUSION The NFE2L2-KEAP1 and MLL pathways are recurrently mutated in multiple cohorts of HCC.
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Affiliation(s)
- Sean P. Cleary
- Department of Surgery, University Health Network, University of Toronto, Toronto, Canada
| | - William R. Jeck
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599
| | - Xiaobei Zhao
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599
| | - Kui Chen
- Department of Surgery, University Health Network, University of Toronto, Toronto, Canada
| | - Sara R. Selitsky
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599
| | - Gleb L. Savich
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599
| | - Ting-Xu Tan
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599
| | - Michael C. Wu
- Department of Biostatistics, University of North Carolina, Chapel Hill, NC 27599
| | - Gad Getz
- Genome Sequencing Analysis Program and Platform, Broad Institute, Cambridge, MA 02142
| | - Michael S. Lawrence
- Genome Sequencing Analysis Program and Platform, Broad Institute, Cambridge, MA 02142
| | - Joel S. Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599
| | - Jinyu Li
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
| | - Scott Powers
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
| | - Hyeja Kim
- Department of Surgery, University Health Network, University of Toronto, Toronto, Canada
| | - Sandra Fischer
- Department of Pathology, University Health Network, University of Toronto, Toronto, Canada
| | - Maha Guindi
- Department of Pathology, University Health Network, University of Toronto, Toronto, Canada,Department of Pathology, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Anand Ghanekar
- Department of Surgery, University Health Network, University of Toronto, Toronto, Canada
| | - Derek Y. Chiang
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599
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Luo R, Zhang M, Liu L, Lu S, Zhang CZ, Yun J. Decrease of fibulin-3 in hepatocellular carcinoma indicates poor prognosis. PLoS One 2013; 8:e70511. [PMID: 23936443 PMCID: PMC3731361 DOI: 10.1371/journal.pone.0070511] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2013] [Accepted: 06/17/2013] [Indexed: 02/01/2023] Open
Abstract
Fibulin-3, originally identified in senescent and Werner syndrome fibroblasts, has been implicated in cell morphology, growth, adhesion and motility. Fibulin-3 exhibits both antitumor and oncogenic activities towards human cancers; however, the role of Fibulin-3 in hepatocellular carcinoma (HCC) remains elusive. In this study, we showed that both the mRNA and protein levels of Fibulin-3 were remarkably downregulated in HCC cell lines and fresh tissues. Immunohistochemical data revealed that Fibulin-3 was decreased in tumorous tissues in 67.1% (171/255) of cases compared to the corresponding adjacent nontumorous tissues. The results of statistical analysis indicated that low Fibulin-3 expression, defined by the receiver operating characteristic curve (ROC), was significantly associated with tumor differentiation (P=0.008), clinical stage (P=0.014) and serum AFP levels (P<0.01). Furthermore, Kaplan-Meier and multivariate analysis suggested that Fibulin-3 is an independent negative prognostic indicator for both overall (P<0.001) and recurrence-free (P=0.036) survival. In addition, an in vitro study demonstrated that knockdown of Fibulin-3 by siRNA markedly increased cell viability and promoted cell invasion in HCC cells. Collectively, our data suggest that Fibulin-3 exhibits antitumor effects towards HCC and serves as a biomarker of unfavorable prognosis for this deadly disease.
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Affiliation(s)
- Rongzhen Luo
- State Key Laboratory of Oncology in Southern China, and Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Meifang Zhang
- State Key Laboratory of Oncology in Southern China, and Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Lili Liu
- State Key Laboratory of Oncology in Southern China, and Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Shixun Lu
- State Key Laboratory of Oncology in Southern China, and Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Chris Zhiyi Zhang
- State Key Laboratory of Oncology in Southern China, and Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
- * E-mail: (JY); (CZZ)
| | - Jingping Yun
- State Key Laboratory of Oncology in Southern China, and Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
- * E-mail: (JY); (CZZ)
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Salnikova O, Breuhahn K, Hartmann N, Schmidt J, Ryschich E. Endothelial plasticity governs the site-specific leukocyte recruitment in hepatocellular cancer. Int J Cancer 2013; 133:2372-82. [PMID: 23661267 DOI: 10.1002/ijc.28268] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2013] [Accepted: 04/23/2013] [Indexed: 12/12/2022]
Abstract
The correct programming of the endothelial cell phenotype is crucial for efficient leukocyte recruitment to tumor tissue. It has been previously described that T cells infiltrated hepatocellular cancer (HCC) tissue mainly in peritumoral, stromal and tumor border areas. In the current study, phenotype features of tumor endothelial cells and their potential impact on leukocyte recruitment were analyzed in murine tissue of HCC. In the murine model, proinflammatory stimulation with IL-1β induced leukocyte recruitment in the blood vessels of peripheral tumor areas and in nonmalignant liver tissue, but not in deeper tumor blood vessels. Furthermore, peripheral tumor endothelium, but not deeper tumor blood vessels exhibited a "normalized" hepatic sinusoidal endothelial cell (HSEC)-like phenotype with regard to the expression of adhesion molecules and liver sinusoidal endothelial markers. When tumor endothelial cells were isolated and incubated in vitro, their phenotype rapidly changed and became almost identical to normal hepatic endothelial cells. Interestingly, cytokine production in HCC was strongly dysregulated as compared to normal liver, with IL-1RN exhibiting the most prominent elevation. Experiments with isolated hepatic endothelial cells showed that IL-1RN effectively antagonized the activating action of IL-1β on the expression of adhesion molecules and T cell attachment. These novel insights indicate that tumor endothelium of HCC represents a plastic system that is susceptible to microenvironmental changes. The peritumoral and tumor border areas have distinct endothelial cell phenotype, which promotes leukocyte recruitment to HCC tissue.
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Affiliation(s)
- Olga Salnikova
- Department of Surgery, University Hospital of Heidelberg, Heidelberg, Germany
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Fu J, Qiu H, Cai M, Pan Y, Cao Y, Liu L, Yun J, Zhang CZ. Low cyclin F expression in hepatocellular carcinoma associates with poor differentiation and unfavorable prognosis. Cancer Sci 2013; 104:508-15. [PMID: 23305207 DOI: 10.1111/cas.12100] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Revised: 12/25/2012] [Accepted: 01/06/2013] [Indexed: 02/07/2023] Open
Abstract
Cyclin F, capable of forming Skp1-Cul1-F-box protein ubiquitin ligase complex, is implicated in controlling centrosome duplication and preventing genome instability. Cyclin F oscillates during cell cycle with a similar pattern to cyclin A. However, its expression and significance in cancer remain obscure. In this study, we showed that cyclin F was noticeably decreased in 16 pairs of tissue samples of hepatocellular carcinoma (HCC) compared to paracarcinoma tissues, at both mRNA and protein levels. Immunohistochemical staining data revealed that in 71.8% (176/245) of HCC cases, cyclin F expression in tumor tissue was much lower than that in nontumorous tissue. Low cyclin F expression, defined by receiver operating characteristic curve analysis, was present in 69.0% of HCC patients. Low expression of cyclin F was significantly correlated with tumor size, clinical stage, serum alpha-fetoprotein level and tumor multiplicity. Further study showed that cyclin F expression was reversely associated with tumor differentiation in HCC. Kaplan-Meier analysis indicated that low cyclin F expression was related to poor overall survival and recurrence-free survival. The prognostic impact of cyclin F was further confirmed by stratified survival analysis. Importantly, multivariate analysis revealed that low cyclin F expression was an independent poor prognostic marker for overall survival. We conclude that cyclin F is downregulated in HCC and is a promising prognostic marker for patients suffering from this deadly disease.
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Affiliation(s)
- Jia Fu
- State Key Laboratory of Oncology in South China, Guangzhou, China; Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
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Control of mitogenic and motogenic pathways by miR-198, diminishing hepatoma cell growth and migration. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2013; 1833:1190-8. [PMID: 23391410 DOI: 10.1016/j.bbamcr.2013.01.023] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2012] [Revised: 01/09/2013] [Accepted: 01/22/2013] [Indexed: 12/15/2022]
Abstract
Hepatocellular carcinoma (HCC) is one of the leading causes of cancer deaths, worldwide. MicroRNAs, inhibiting gene expression by targeting various transcripts, are involved in genomic dysregulation during hepatocellular tumorigenesis. In previous studies, microRNA-198 (miR-198) was shown to be significantly downregulated in HCV-positive hepatocellular carcinoma (HCC). Herein, the function of miR-198 in hepatocellular carcinoma cell growth and gene expression was studied. In hepatoma cell-types with low levels of liver-specific transcription factor HNF1α indicating a low differentiation grade, miR-198 expression was most downregulated. However, miR-198 treatment did not restore the expression of the liver-specific transcription factors HNF1α or HNF4α. Importantly, overexpression of miR-198 in Pop10 hepatoma cells markedly reduced cell growth. In agreement, comprehensive gene expression profiling by microarray hybridisation and real-time quantification revealed that central signal transducers of proliferation pathways were downregulated by miR-198. In contrast, genes mediating cellular adherence were highly upregulated by miR-198. Thus, the low expression of E-cadherin and claudin-1, involved in cell adhesion and cell-cell contacts, was abolished in hepatoma cells after miR-198 overexpression. This definite induction of both proteins by miR-198 was shown to be accompanied by a significantly impaired migration activity of hepatoma Pop10 cells. In conclusion, miR-198 acts as a tumor suppressor by repression of mitogenic and motogenic pathways diminishing cell growth and migration.
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Pinna F, Sahle S, Beuke K, Bissinger M, Tuncay S, D'Alessandro LA, Gauges R, Raue A, Timmer J, Klingmüller U, Schirmacher P, Kummer U, Breuhahn K. A Systems Biology Study on NFκB Signaling in Primary Mouse Hepatocytes. Front Physiol 2012; 3:466. [PMID: 23293603 PMCID: PMC3533138 DOI: 10.3389/fphys.2012.00466] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2012] [Accepted: 11/26/2012] [Indexed: 12/14/2022] Open
Abstract
The cytokine tumor necrosis factor-alpha (TNFα) is one of the key factors during the priming phase of liver regeneration as well as in hepatocarcinogenesis. TNFα activates the nuclear factor κ-light-chain-enhancer of activated B cells (NFκB) signaling pathway and contributes to the conversion of quiescent hepatocytes to activated hepatocytes that are able to proliferate in response to growth factor stimulation. Different mathematical models have been previously established for TNFα/NFκB signaling in the context of tumor cells. Combining these mathematical models with time-resolved measurements of expression and phosphorylation of TNFα/NFκB pathway constituents in primary mouse hepatocytes revealed that an additional phosphorylation step of the NFκB isoform p65 has to be considered in the mathematical model in order to sufficiently describe the dynamics of pathway activation in the primary cells. Also, we addressed the role of basal protein turnover by experimentally measuring the degradation rate of pivotal players in the absence of TNFα and including this information in the model. To elucidate the impact of variations in the protein degradation rates on TNFα/NFκB signaling on the overall dynamic behavior we used global sensitivity analysis that accounts for parameter uncertainties and showed that degradation and translation of p65 had a major impact on the amplitude and the integral of p65 phosphorylation. Finally, our mathematical model of TNFα/NFκB signaling was able to predict the time-course of the complex formation of p65 and of the inhibitor of NFκB (IκB) in primary mouse hepatocytes, which was experimentally verified. Hence, we here present a mathematical model for TNFα/NFκB signaling in primary mouse hepatocytes that provides an important basis to quantitatively disentangle the complex interplay of multiple factors in liver regeneration and tumorigenesis.
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Affiliation(s)
- Federico Pinna
- Institute of Pathology, University Hospital of Heidelberg Heidelberg, Germany
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Nahon P, Amathieu R, Triba MN, Bouchemal N, Nault JC, Ziol M, Seror O, Dhonneur G, Trinchet JC, Beaugrand M, Le Moyec L. Identification of serum proton NMR metabolomic fingerprints associated with hepatocellular carcinoma in patients with alcoholic cirrhosis. Clin Cancer Res 2012; 18:6714-22. [PMID: 23136190 DOI: 10.1158/1078-0432.ccr-12-1099] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
PURPOSE Metabolomics depicts metabolic changes in biologic systems using a multiparametric analysis technique. This study assessed the metabolomic profiles of serum, obtained by proton nuclear magnetic resonance (NMR) spectroscopy, from cirrhotic patients with and without hepatocellular carcinoma (HCC). EXPERIMENTAL DESIGN The study included 154 consecutive patients with compensated biopsy-proven alcoholic cirrhosis. Among these, 93 had cirrhosis without HCC, 28 had biopsy-proven HCC within the Milan criteria and were eligible for curative treatment (small HCC), and 33 had HCC outside the Milan criteria (large HCC). Proton spectra were acquired at 500 MHz. An orthogonal partial latent structure [orthogonal projection to latent structure (OPLS)] analysis model was built to discriminate large HCC spectra from cirrhotic spectra. Small HCC spectra were secondarily projected using previously built OPLS discriminant components. RESULTS The OPLS model showed discrimination between cirrhotic and large HCC spectra. Metabolites that significantly increased with large HCC were glutamate, acetate, and N-acetyl glycoproteins, whereas metabolites that correlated with cirrhosis were lipids and glutamine. Projection of small HCC samples into the OPLS model showed a heterogeneous distribution between large HCC and cirrhotic samples. Small HCC patients with metabolomic profile similar to those of large HCC group had higher incidences of recurrence or death during follow-up. CONCLUSIONS Serum NMR-based metabolomics identified metabolic fingerprints that could be specific to large HCC in cirrhotic livers. From a metabolomic standpoint, some patients with small HCC, who are eligible for curative treatments, seem to behave as patients with advanced cancerous disease. It would be useful to further prospectively investigate these patients to define a subgroup with a worse prognosis.
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Affiliation(s)
- Pierre Nahon
- Service d'Hépatologie et Université Paris 13, Hôpital Jean Verdier, AP-HP, Bondy, France.
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Abstract
Hepatocellular carcinoma (HCC) is a serious health problem worldwide because of its association with hepatitis B and C viruses. In this setting, liver transplantation (LT) has become one of the best treatments since it removes both the tumor and the underlying liver disease. Due to the improvement of imaging techniques and surveillance programs, HCC are being detected earlier at a stage at which effective treatment is feasible. The prerequisite for long term success of LT for HCC depends on tumor load and strict selection criteria with regard to the size and number of tumor nodules. The need to obtain the optimal benefit from the limited number of organs available has prompted the maintenance of selection criteria in order to list only those patients with early HCC who have a better long-term outcome after LT. The indications for LT and organ allocation system led to many controversies around the use of LT in HCC patients. This review aims at giving the latest updated developments in LT for HCC focusing on selection criteria, diagnostic tools, prognostic factors, treatment on the waiting list, role of living donor liver transplantation and adjuvant therapy, and the impact of immunosuppression on HCC recurrence after LT.
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Affiliation(s)
- Emmanuel Melloul
- Department of Surgery, Swiss Hepato-Pancreato-Biliary and Transplantation Center, University Hospital Zurich, Zurich, Switzerland
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Aghemo A, Colombo M. Hepatocellular carcinoma in chronic hepatitis C: from bench to bedside. Semin Immunopathol 2012; 35:111-20. [DOI: 10.1007/s00281-012-0330-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2012] [Accepted: 07/01/2012] [Indexed: 02/07/2023]
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Transcriptional regulators in hepatocarcinogenesis--key integrators of malignant transformation. J Hepatol 2012; 57:186-95. [PMID: 22446689 DOI: 10.1016/j.jhep.2011.11.029] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2011] [Revised: 11/28/2011] [Accepted: 11/30/2011] [Indexed: 12/26/2022]
Abstract
Hepatocellular carcinoma (HCC) is one of the most frequent human malignancies with poor prognosis and increasing incidence in the Western world. Only for a minority of HCC patients, surgical treatment options offer potential cure and therapeutic success of pharmacological approaches is limited. Highly specific approaches (e.g., kinase inhibitors) did not significantly improve the situation so far, possibly due to functional compensation, genetic heterogeneity of HCC, and development of resistance under selective pressure. In contrast, transcriptional regulators (especially transcription factors and co-factors) may integrate and process input signals of different (oncogenic) pathways and therefore represent cellular bottlenecks that regulate tumor cell biology. In this review, we want to summarize the current knowledge about central transcriptional regulators in human hepatocarcinogenesis and their potential as therapeutic target structures. Genomic and transcriptomic data of primary human HCC revealed that many of these factors showed up in subgroups of HCCs with a more aggressive phenotype, suggesting that aberrant activity of transcriptional regulators collect input information to promote tumor initiation and progression. Therefore, expression and dysfunction of transcription factors and co-factors may gain relevance for diagnostics and therapy of HCC.
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Han ZG. Functional genomic studies: insights into the pathogenesis of liver cancer. Annu Rev Genomics Hum Genet 2012; 13:171-205. [PMID: 22703171 DOI: 10.1146/annurev-genom-090711-163752] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Liver cancer is the sixth-most-common cancer overall but the third-most-frequent cause of cancer death. Among primary liver cancers, hepatocellular carcinoma (HCC), the major histological subtype, is associated with multiple risk factors, including hepatitis B and C virus infection, alcohol consumption, obesity, and diet contamination. Although previous studies have revealed that certain genetic and epigenetic changes, such as TP53 and β-catenin mutations, occur in HCC cells, the pathogenesis of this cancer remains obscure. Functional genomic approaches-including genome-wide association studies, whole-genome and whole-exome sequencing, array-based comparative genomic hybridization, global DNA methylome mapping, and gene or noncoding RNA expression profiling-have recently been applied to HCC patients with different clinical features to uncover the genetic risk factors and underlying molecular mechanisms involved in this cancer's initiation and progression. The genome-wide analysis of germline and somatic genetic and epigenetic events facilitates understanding of the pathogenesis and molecular classification of liver cancer as well as the identification of novel diagnostic biomarkers and therapeutic targets for cancer.
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Affiliation(s)
- Ze-Guang Han
- National Human Genome Center of Rui-Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
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Baffy G, Brunt EM, Caldwell SH. Hepatocellular carcinoma in non-alcoholic fatty liver disease: an emerging menace. J Hepatol 2012; 56:1384-91. [PMID: 22326465 DOI: 10.1016/j.jhep.2011.10.027] [Citation(s) in RCA: 647] [Impact Index Per Article: 49.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2011] [Revised: 10/17/2011] [Accepted: 10/18/2011] [Indexed: 02/07/2023]
Abstract
Hepatocellular carcinoma (HCC) is a common cancer worldwide that primarily develops in cirrhosis resulting from chronic infection by hepatitis B virus and hepatitis C virus, alcoholic injury, and to a lesser extent from genetically determined disorders such as hemochromatosis. HCC has recently been linked to non-alcoholic fatty liver disease (NAFLD), the hepatic manifestation of obesity and related metabolic disorders such as diabetes. This association is alarming due to the globally high prevalence of these conditions and may contribute to the rising incidence of HCC witnessed in many industrialized countries. There is also evidence that NAFLD acts synergistically with other risk factors of HCC such as chronic hepatitis C and alcoholic liver injury. Moreover, HCC may complicate non-cirrhotic NAFLD with mild or absent fibrosis, greatly expanding the population potentially at higher risk. Major systemic and liver-specific molecular mechanisms involved include insulin resistance and hyperinsulinemia, increased TNF signaling pathways, and alterations in cellular lipid metabolism. These provide new targets for prevention, early recognition, and effective treatment of HCC associated with NAFLD. Indeed, both metformin and PPAR gamma agonists have been associated with lower risk and improved prognosis of HCC. This review summarizes current evidence as it pertains to the epidemiology, pathogenesis, and prevention of NAFLD-associated HCC.
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Affiliation(s)
- György Baffy
- VA Boston Healthcare System and Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
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Schaeffeler E, Hellerbrand C, Nies AT, Winter S, Kruck S, Hofmann U, van der Kuip H, Zanger UM, Koepsell H, Schwab M. DNA methylation is associated with downregulation of the organic cation transporter OCT1 (SLC22A1) in human hepatocellular carcinoma. Genome Med 2011; 3:82. [PMID: 22196450 PMCID: PMC3334547 DOI: 10.1186/gm298] [Citation(s) in RCA: 116] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2011] [Revised: 11/08/2011] [Accepted: 12/23/2011] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Organic cation transporters (OCTs) determine not only physiological processes but are also involved in the cellular uptake of anticancer agents. Based on microarray analyses in hepatocellular carcinoma (HCC), SLC22A1/OCT1 mRNA seems to be downregulated, but systematic protein expression data are currently missing. Moreover, the underlying molecular mechanisms responsible for altered SLC22A1 expression in HCC are not fully understood. Therefore, we investigated the role of DNA methylation in the transcriptional regulation of the family members SLC22A1/OCT1, SLC22A2/OCT2 and SLC22A3/OCT3 in HCC. METHODS Semiquantitative immunohistochemistry of SLC22A1 protein expression was performed in paired HCC and histological normal adjacent liver tissues (n = 71) using tissue microarray analyses, and the results were correlated with clinicopathological features. DNA methylation, quantified by MALDI-TOF mass spectrometry and gene expression of SLC22A1, SLC22A2 and SLC22A3 were investigated using fresh-frozen HCC (n = 22) and non-tumor adjacent liver tissues as well as histologically normal liver samples (n = 120) from a large-scale liverbank. RESULTS Based on tissue microarray analyses, we observed a significant downregulation of SLC22A1 protein expression in HCC compared to normal adjacent tissue (P < 0.0001). SLC22A1 expression was significantly inverse correlated with expression of the proliferation marker MIB1/Ki-67 (rs = -0.464, P < 0.0001). DNA methylation of SLC22A1 was significantly higher in HCC compared with non-tumor adjacent liver tissue and was lowest in histologically normal liver tissue. Methylation levels for SLC22A1 in combination with RASSF1A resulted in a specificity of > 90% and a sensitivity of 82% for discriminating HCC and tumor-free liver tissue. CONCLUSIONS DNA methylation of SLC22A1 is associated with downregulation of SLC22A1 in HCC and might be a new biomarker for HCC diagnosis and prognosis. Moreover, targeting SLC22A1 methylation by demethylating agents may offer a novel strategy for anticancer therapy of HCC.
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Affiliation(s)
- Elke Schaeffeler
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, 70376 Stuttgart, Germany
| | - Claus Hellerbrand
- Department of Internal Medicine I, University Hospital Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Anne T Nies
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, 70376 Stuttgart, Germany
| | - Stefan Winter
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, 70376 Stuttgart, Germany
| | - Stephan Kruck
- Department of Urology, University Hospital Tuebingen, Hoppe-Seyler-Strasse 3, 72076 Tuebingen, Germany
| | - Ute Hofmann
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, 70376 Stuttgart, Germany
| | - Heiko van der Kuip
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, 70376 Stuttgart, Germany
| | - Ulrich M Zanger
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, 70376 Stuttgart, Germany
| | - Hermann Koepsell
- Institute for Anatomy and Cell Biology, University of Wuerzburg, Koellikerstrasse 6, 97070 Wuerzburg, Germany
| | - Matthias Schwab
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, 70376 Stuttgart, Germany
- Department of Clinical Pharmacology, University Hospital Tuebingen, Otfried-Mueller-Strasse 45, 72076 Tuebingen Germany
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