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Yang J, Yu YC, Wang ZX, Li QQ, Ding N, Leng XJ, Cai J, Zhang MY, Wang JJ, Zhou Y, Wei TH, Xue X, Dai WC, Sun SL, Yang Y, Li NG, Shi ZH. Research strategies of small molecules as chemotherapeutics to overcome multiple myeloma resistance. Eur J Med Chem 2024; 271:116435. [PMID: 38648728 DOI: 10.1016/j.ejmech.2024.116435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 04/08/2024] [Accepted: 04/17/2024] [Indexed: 04/25/2024]
Abstract
Multiple myeloma (MM), a cancer of plasma cells, is the second most common hematological malignancy which is characterized by aberrant plasma cells infiltration in the bone marrow and complex heterogeneous cytogenetic abnormalities. Over the past two decades, novel treatment strategies such as proteasome inhibitors, immunomodulators, and monoclonal antibodies have significantly improved the relative survival rate of MM patients. However, the development of drug resistance results in the majority of MM patients suffering from relapse, limited treatment options and uncontrolled disease progression after relapse. There are urgent needs to develop and explore novel MM treatment strategies to overcome drug resistance and improve efficacy. Here, we review the recent small molecule therapeutic strategies for MM, and introduce potential new targets and corresponding modulators in detail. In addition, this paper also summarizes the progress of multi-target inhibitor therapy and protein degradation technology in the treatment of MM.
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Affiliation(s)
- Jin Yang
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Yan-Cheng Yu
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Zi-Xuan Wang
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Qing-Qing Li
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Ning Ding
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Xue-Jiao Leng
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Jiao Cai
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Meng-Yuan Zhang
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Jing-Jing Wang
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Yun Zhou
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Tian-Hua Wei
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Xin Xue
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Wei-Chen Dai
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China
| | - Shan-Liang Sun
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China.
| | - Ye Yang
- School of Medicine & Holistic Integrative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China.
| | - Nian-Guang Li
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, Jiangsu, 210023, China.
| | - Zhi-Hao Shi
- Laboratory of Molecular Design and Drug Discovery, School of Science, China Pharmaceutical University, 639 Longmian Avenue, Nanjing, Jiangsu, 211198, China.
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Marr AR, Halpin M, Corbin DL, Asemelash Y, Sher S, Gordon BK, Whipp EC, Mitchell S, Harrington BK, Orwick S, Benrashid S, Goettl VM, Yildiz V, Mitchell AD, Cahn O, Mims AS, Larkin KTM, Long M, Blachly J, Woyach JA, Lapalombella R, Grieselhuber NR. The multi-CDK inhibitor dinaciclib reverses bromo- and extra-terminal domain (BET) inhibitor resistance in acute myeloid leukemia via inhibition of Wnt/β-catenin signaling. Exp Hematol Oncol 2024; 13:27. [PMID: 38438856 PMCID: PMC10913666 DOI: 10.1186/s40164-024-00483-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 01/23/2024] [Indexed: 03/06/2024] Open
Abstract
Acute myeloid leukemia (AML) is a highly aggressive hematologic cancer with poor survival across a broad range of molecular subtypes. Development of efficacious and well-tolerable therapies encompassing the range of mutations that can arise in AML remains an unmet need. The bromo- and extra-terminal domain (BET) family of proteins represents an attractive therapeutic target in AML due to their crucial roles in many cellular functions, regardless of any specific mutation. Many BET inhibitors (BETi) are currently in pre-clinical and early clinical development, but acquisition of resistance continues to remain an obstacle for the drug class. Novel methods to circumvent this development of resistance could be instrumental for the future use of BET inhibitors in AML, both as monotherapy and in combination. To date, many investigations into possible drug combinations of BETi with CDK inhibitors have focused on CDK9, which has a known physical and functional interaction with the BET protein BRD4. Therefore, we wished to investigate possible synergy and additive effects between inhibitors of these targets in AML. Here, we describe combination therapy with the multi-CDK inhibitor dinaciclib and the BETi PLX51107 in pre-clinical models of AML. Dinaciclib and PLX51107 demonstrate additive effects in AML cell lines, primary AML samples, and in vivo. Further, we demonstrate novel activity of dinaciclib through inhibition of the canonical/β-catenin dependent Wnt signaling pathway, a known resistance mechanism to BETi in AML. We show dinaciclib inhibits Wnt signaling at multiple levels, including downregulation of β-catenin, the Wnt co-receptor LRP6, as well as many Wnt pathway components and targets. Moreover, dinaciclib sensitivity remains unaffected in a setting of BET resistance, demonstrating similar inhibitory effects on Wnt signaling when compared to BET-sensitive cells. Ultimately, our results demonstrate rationale for combination CDKi and BETi in AML. In addition, our novel finding of Wnt signaling inhibition could have potential implications in other cancers where Wnt signaling is dysregulated and demonstrates one possible approach to circumvent development of BET resistance in AML.
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Affiliation(s)
- Alexander R Marr
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Madeline Halpin
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Dominique L Corbin
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Yerdanos Asemelash
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Steven Sher
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Britten K Gordon
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Ethan C Whipp
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | | | | | - Shelley Orwick
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Samon Benrashid
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Virginia M Goettl
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Vedat Yildiz
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Andrew D Mitchell
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Olivia Cahn
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Alice S Mims
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Karilyn T M Larkin
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Meixao Long
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - James Blachly
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
- Leukemia Research Program, The Ohio State University James Comprehensive Cancer Center, Columbus, OH, USA
| | - Jennifer A Woyach
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
- Leukemia Research Program, The Ohio State University James Comprehensive Cancer Center, Columbus, OH, USA
| | - Rosa Lapalombella
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
- Leukemia Research Program, The Ohio State University James Comprehensive Cancer Center, Columbus, OH, USA
| | - Nicole R Grieselhuber
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA.
- Leukemia Research Program, The Ohio State University James Comprehensive Cancer Center, Columbus, OH, USA.
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3
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Jiang Y, Miao X, Wu Z, Xie W, Wang L, Liu H, Gong W. Targeting SIRT1 synergistically improves the antitumor effect of JQ-1 in hepatocellular carcinoma. Heliyon 2023; 9:e22093. [PMID: 38045194 PMCID: PMC10692793 DOI: 10.1016/j.heliyon.2023.e22093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 10/31/2023] [Accepted: 11/03/2023] [Indexed: 12/05/2023] Open
Abstract
Bromodomain and extraterminal domain protein inhibitors have shown therapeutic promise in hepatocellular carcinoma. However, resistance to bromodomain and extraterminal domain protein inhibitors has emerged in preclinical trials, presenting an immense clinical challenge, and the mechanisms are unclear. In this study, we found that overexpression of SIRT1 induced by JQ-1, a bromodomain and extraterminal domain protein inhibitor, may confer resistance to JQ-1 in hepatocellular carcinoma. SIRT1 protein expression was higher in hepatocellular carcinoma tissues than in normal tissues, and this phenotype was correlated with a poor prognosis. Cotreatment with JQ-1 and the SIRT1 inhibitor EX527 synergistically suppressed proliferation and blocked cell cycle progression in hepatocellular carcinoma cells. Combined administration of JQ-1 and EX527 successfully reduced the tumor burden in vivo. In addition, JQ-1 mediated AMPK/p-AMPK axis activation to upregulate SIRT1 protein expression and enhanced autophagy to inhibit cell apoptosis. Activation of AMPK could alleviate the antitumor effect of the combination of JQ-1 and EX527 on hepatocellular carcinoma cells. Furthermore, inhibition of SIRT1 further enhanced the antitumor effect of JQ-1 by blocking protective autophagy in hepatocellular carcinoma. Our study proposes a novel and efficacious therapeutic strategy of a BET inhibitor combined with a SIRT1 inhibitor for hepatocellular carcinoma.
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Affiliation(s)
- Yuancong Jiang
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
- Department of Surgery, Shaoxing People's Hospital (Shaoxing Hospital, Zhejiang University School of Medicine), Shaoxing, China
| | - Xiaolong Miao
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
- The Institute of Transplantation Science, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Zelai Wu
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
| | - Weixun Xie
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
| | - Li Wang
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
| | - Han Liu
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
| | - Weihua Gong
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
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Huang K, Wu Y, Fan W, Zhao Y, Xue M, Liu H, Tang Y, Li J. Identification of BRD7 by whole-exome sequencing as a predictor for intermediate-stage hepatocellular carcinoma in patients undergoing TACE. J Cancer Res Clin Oncol 2023; 149:11247-11261. [PMID: 37365429 DOI: 10.1007/s00432-023-04883-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Accepted: 05/19/2023] [Indexed: 06/28/2023]
Abstract
OBJECTIVE In the present study, we aimed to identify potential predictors of intermediate-stage hepatocellular carcinoma (HCC) using whole-exome sequencing (WES) in patients undergoing transarterial chemoembolization (TACE). MATERIALS AND METHODS In A total of 51 patients, newly diagnosed with intermediate-stage HCC between January 2013 and December 2020, were enrolled. Prior to treatment, histological samples were collected for western blotting and immunohistochemistry. The predictive roles of clinical indicators and genes in patient prognosis were analyzed using univariate and multivariate analyses. Finally, the correlation between imaging features and gene signatures was examined. RESULTS Using WES, we identified that bromodomain-containing protein 7 (BRD7) was significantly mutated in patients with different TACE responses. No significant difference in BRD7 expression was observed between patients with and without BRD7 mutations. HCC tumors exhibited higher BRD7 than normal liver tissues. Multivariate analysis revealed that alpha-fetoprotein (AFP), BRD7 expression, and BRD7 mutations were independent risk factors for progression-free survival (PFS). In addition, Child-Pugh class, BRD7 expression, and BRD7 mutations were independent risk factors for overall survival (OS). Patients with wild-type BRD7 and high BRD7 expression had worse PFS and OS, whereas those with mutated BRD7 and low BRD7 expression exhibited the best PFS and OS. The Kruskal-Wallis test revealed that wash-in enhancement on computed tomography might be an independent risk factor for high BRD7 expression. CONCLUSION BRD7 expression may be an independent risk factor for prognosis in patients with HCC undergoing TACE. Imaging features such as wash-in enhancement are closely related to BRD7 expression.
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Affiliation(s)
- Kun Huang
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
- Department of Radiology, Guizhou Provincial People's Hospital, No. 83 East Zhongshan Road, Guiyang, 550002, Guizhou, China
| | - Yanqin Wu
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Wenzhe Fan
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Yue Zhao
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Miao Xue
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Haikuan Liu
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Yiyang Tang
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Jiaping Li
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2 Road, Guangzhou, 510080, Guangdong, People's Republic of China.
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van der Noord VE, van de Water B, Le Dévédec SE. Targeting the Heterogeneous Genomic Landscape in Triple-Negative Breast Cancer through Inhibitors of the Transcriptional Machinery. Cancers (Basel) 2022; 14:4353. [PMID: 36139513 PMCID: PMC9496798 DOI: 10.3390/cancers14184353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 08/28/2022] [Accepted: 08/30/2022] [Indexed: 11/16/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is an aggressive subtype of breast cancer defined by lack of the estrogen, progesterone and human epidermal growth factor receptor 2. Although TNBC tumors contain a wide variety of oncogenic mutations and copy number alterations, the direct targeting of these alterations has failed to substantially improve therapeutic efficacy. This efficacy is strongly limited by interpatient and intratumor heterogeneity, and thereby a lack in uniformity of targetable drivers. Most of these genetic abnormalities eventually drive specific transcriptional programs, which may be a general underlying vulnerability. Currently, there are multiple selective inhibitors, which target the transcriptional machinery through transcriptional cyclin-dependent kinases (CDKs) 7, 8, 9, 12 and 13 and bromodomain extra-terminal motif (BET) proteins, including BRD4. In this review, we discuss how inhibitors of the transcriptional machinery can effectively target genetic abnormalities in TNBC, and how these abnormalities can influence sensitivity to these inhibitors. These inhibitors target the genomic landscape in TNBC by specifically suppressing MYC-driven transcription, inducing further DNA damage, improving anti-cancer immunity, and preventing drug resistance against MAPK and PI3K-targeted therapies. Because the transcriptional machinery enables transcription and propagation of multiple cancer drivers, it may be a promising target for (combination) treatment, especially of heterogeneous malignancies, including TNBC.
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Affiliation(s)
| | | | - Sylvia E. Le Dévédec
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, 2333 CC Leiden, The Netherlands
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Liu Z, Ye Y, Liu Y, Liu Y, Chen H, Shen M, Wang Z, Huang S, Han L, Chen Z, He X. RNA Helicase DHX37 Facilitates Liver Cancer Progression by Cooperating with PLRG1 to Drive Superenhancer-Mediated Transcription of Cyclin D1. Cancer Res 2022; 82:1937-1952. [PMID: 35290436 PMCID: PMC9359749 DOI: 10.1158/0008-5472.can-21-3038] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 01/11/2022] [Accepted: 03/09/2022] [Indexed: 01/07/2023]
Abstract
RNA helicases are dysregulated in tumors. Here, we identified DHX37 as one of the top RNA helicase genes with upregulated expression in hepatocellular carcinoma (HCC). DHX37 promoted proliferation of liver cancer cells in vitro and in vivo. Epigenomic profiling of DHX37-knockdown and control HCC cells revealed that DHX37 is associated with superenhancer activity. Mechanistically, DHX37 interacted with pleiotropic regulator 1 (PLRG1) to transcriptionally activate cyclin D1 (CCND1) expression via co-occupation of its promoter and superenhancer elements. DHX37 and PLRG1 promoted liver cancer cell proliferation and contributed to the poor prognosis of patients with HCC. Importantly, CCND1 inhibitors were effective as antiproliferative agents for liver cancer. These results together demonstrate a cooperative mechanistic interaction between DHX37 and PLRG1 that regulates CCND1 expression and promotes liver cancer progression, advancing our understanding of the epigenetic and transcriptional dysregulations mediated by RNA helicases and superenhancers in HCC. SIGNIFICANCE This work characterizes a novel mechanism of superenhancer-driven cyclin D1 upregulation by DHX37 and PLRG1, implicating this pathway as a potential therapeutic target in hepatocellular carcinoma.
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Affiliation(s)
- Zhen Liu
- Department of Oncology, Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, P.R. China
| | - Youqiong Ye
- Shanghai Institute of Immunology, Department of Immunology and Microbiology, Shanghai Jiao Tong University School of Medicine, Shanghai, P.R. China
| | - Yizhe Liu
- Department of Oncology, Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, P.R. China
| | - Yanfang Liu
- Department of Oncology, Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, P.R. China
| | - Huifang Chen
- Shanghai Institute of Immunology, Department of Immunology and Microbiology, Shanghai Jiao Tong University School of Medicine, Shanghai, P.R. China
| | - Mengting Shen
- Department of Oncology, Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, P.R. China
| | - Zhen Wang
- Department of Oncology, Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, P.R. China
| | - Shenglin Huang
- Department of Oncology, Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, P.R. China.,Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, P.R. China
| | - Leng Han
- Center for Epigenetics and Disease Prevention, Institute of Biosciences and Technology, Texas A&M University, Houston, Texas
| | - Zhiao Chen
- Department of Oncology, Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, P.R. China.,Corresponding Authors: Xianghuo He, Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Department of Oncology, Shanghai Medical College, Fudan University, Bldg. 7, Room 302, 270 Dong An Rd., Shanghai 200032, P.R. China. Phone: 8621-3477-7329; Fax: 8621-6417-2585; E-mail: ; and Zhiao Chen,
| | - Xianghuo He
- Department of Oncology, Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, P.R. China.,Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, P.R. China.,Corresponding Authors: Xianghuo He, Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Department of Oncology, Shanghai Medical College, Fudan University, Bldg. 7, Room 302, 270 Dong An Rd., Shanghai 200032, P.R. China. Phone: 8621-3477-7329; Fax: 8621-6417-2585; E-mail: ; and Zhiao Chen,
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7
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Baek M, Chai JC, Choi HI, Yoo E, Binas B, Lee YS, Jung KH, Chai YG. Comprehensive transcriptome profiling of BET inhibitor-treated HepG2 cells. PLoS One 2022; 17:e0266966. [PMID: 35486664 PMCID: PMC9053788 DOI: 10.1371/journal.pone.0266966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 03/30/2022] [Indexed: 11/18/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common primary liver cancer and poor prognosis. Emerging evidence suggests that epigenetic alterations play a crucial role in HCC, suggesting epigenetic inhibition as a promising therapeutic approach. Indeed, the bromodomain and extra-terminal (BET) inhibitors inhibit the proliferation and invasion of various cancers but still lack a strong mechanistic rationale. Here, we identified the differentially expressed mRNAs (DEmRNAs) and lncRNAs (DElncRNAs) in human HCC cell line HepG2 treated with the BET inhibitors, JQ1, OTX015, or ABBV-075. We analyzed the correlation between DEmRNAs and DElncRNAs in common for the three inhibitors based on their expression profiles and performed functional annotation pathway enrichment analysis. Most of these shared DEmRNAs and DElncRNAs, including some novel transcripts, were downregulated, indicating decreased proliferation/adhesion and increased apoptosis/inflammation. Our study suggests that BET proteins play a crucial role in regulating cancer progression-related genes and provide a valuable resource for novel putative biomarkers and therapeutic targets in HCC.
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Affiliation(s)
- Mina Baek
- Department of Molecular and Life Science, Hanyang University, Ansan, Republic of Korea
- Institute of Natural Science and Technology, Hanyang University, Ansan, Republic of Korea
| | - Jin Choul Chai
- College of Veterinary Medicine, Seoul National University, Seoul, Republic of Korea
| | - Hae In Choi
- Department of Bionanotechnology, Hanyang University, Seoul, Republic of Korea
| | - Eunyoung Yoo
- Department of Bionanotechnology, Hanyang University, Seoul, Republic of Korea
| | - Bert Binas
- Department of Molecular and Life Science, Hanyang University, Ansan, Republic of Korea
| | - Young Seek Lee
- College of Veterinary Medicine, Seoul National University, Seoul, Republic of Korea
- * E-mail: (YGC); (KHJ); (YSL)
| | - Kyoung Hwa Jung
- Department of Biopharmaceutical System, Gwangmyeong Convergence Technology Campus of Korea Polytechnic II, Incheon, Republic of Korea
- * E-mail: (YGC); (KHJ); (YSL)
| | - Young Gyu Chai
- Department of Molecular and Life Science, Hanyang University, Ansan, Republic of Korea
- Department of Bionanotechnology, Hanyang University, Seoul, Republic of Korea
- * E-mail: (YGC); (KHJ); (YSL)
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8
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Marchesi I, Fais M, Fiorentino FP, Bordoni V, Sanna L, Zoroddu S, Bagella L. Bromodomain Inhibitor JQ1 Provides Novel Insights and Perspectives in Rhabdomyosarcoma Treatment. Int J Mol Sci 2022; 23:ijms23073581. [PMID: 35408939 PMCID: PMC8998669 DOI: 10.3390/ijms23073581] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/18/2022] [Accepted: 03/23/2022] [Indexed: 11/24/2022] Open
Abstract
Rhabdomyosarcoma (RMS) is the most common type of pediatric soft tissue sarcoma. It is classified into two main subtypes: embryonal (eRMS) and alveolar (aRMS). MYC family proteins are frequently highly expressed in RMS tumors, with the highest levels correlated with poor prognosis. A pharmacological approach to inhibit MYC in cancer cells is represented by Bromodomain and Extra-Terminal motif (BET) protein inhibitors. In this paper, we evaluated the effects of BET inhibitor (+)-JQ1 (JQ1) on the viability of aRMS and eRMS cells. Interestingly, we found that the drug sensitivity of RMS cell lines to JQ1 was directly proportional to the expression of MYC. JQ1 induces G1 arrest in cells with the highest steady-state levels of MYC, whereas apoptosis is associated with MYC downregulation. These findings suggest BET inhibition as an effective strategy for the treatment of RMS alone or in combination with other drugs.
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Affiliation(s)
- Irene Marchesi
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/b, 07100 Sassari, Italy; (I.M.); (M.F.); (F.P.F.); (V.B.); (L.S.); (S.Z.)
- Kitos Biotech Srls, Tramariglio, 07041 Alghero, Italy
| | - Milena Fais
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/b, 07100 Sassari, Italy; (I.M.); (M.F.); (F.P.F.); (V.B.); (L.S.); (S.Z.)
| | - Francesco Paolo Fiorentino
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/b, 07100 Sassari, Italy; (I.M.); (M.F.); (F.P.F.); (V.B.); (L.S.); (S.Z.)
- Kitos Biotech Srls, Tramariglio, 07041 Alghero, Italy
| | - Valentina Bordoni
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/b, 07100 Sassari, Italy; (I.M.); (M.F.); (F.P.F.); (V.B.); (L.S.); (S.Z.)
| | - Luca Sanna
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/b, 07100 Sassari, Italy; (I.M.); (M.F.); (F.P.F.); (V.B.); (L.S.); (S.Z.)
| | - Stefano Zoroddu
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/b, 07100 Sassari, Italy; (I.M.); (M.F.); (F.P.F.); (V.B.); (L.S.); (S.Z.)
| | - Luigi Bagella
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/b, 07100 Sassari, Italy; (I.M.); (M.F.); (F.P.F.); (V.B.); (L.S.); (S.Z.)
- Sbarro Institute for Cancer Research and Molecular Medicine, Centre for Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA
- Correspondence:
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9
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Sun HY, Du ST, Li YY, Deng GT, Zeng FR. Bromodomain and extra-terminal inhibitors emerge as potential therapeutic avenues for gastrointestinal cancers. World J Gastrointest Oncol 2022; 14:75-89. [PMID: 35116104 PMCID: PMC8790409 DOI: 10.4251/wjgo.v14.i1.75] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 08/11/2021] [Accepted: 11/30/2021] [Indexed: 02/06/2023] Open
Abstract
Gastrointestinal (GI) cancers, including colorectal cancer, pancreatic cancer, liver cancer and gastric cancer, are severe social burdens due to high incidence and mortality rates. Bromodomain and extra-terminal (BET) proteins are epigenetic readers consisting of four conserved members (BRD2, BRD3, BRD4 and BRDT). BET family perform pivotal roles in tumorigenesis through transcriptional regulation, thereby emerging as potential therapeutic targets. BET inhibitors, disrupting the interaction between BET proteins and acetylated lysines, have been reported to suppress tumor initiation and progression in most of GI cancers. In this review, we will demonstrate how BET proteins participate in the GI cancers progression and highlight the therapeutic potential of targeting BET proteins for GI cancers treatment.
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Affiliation(s)
- Hui-Yan Sun
- Department of Dermatology, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- Department of Oncology, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- Hunan Engineering Research Center of Skin Health and Disease, Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Song-Tao Du
- Department of Dermatology, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- Hunan Engineering Research Center of Skin Health and Disease, Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- Department of Colorectal Surgical Oncology, Harbin Medical University Cancer Hospital, Harbin 150081, Heilongjiang Province, China
| | - Ya-Yun Li
- Department of Dermatology, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- Hunan Engineering Research Center of Skin Health and Disease, Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Guang-Tong Deng
- Department of Dermatology, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- Hunan Engineering Research Center of Skin Health and Disease, Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Fu-Rong Zeng
- Department of Dermatology, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- Department of Oncology, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- Hunan Engineering Research Center of Skin Health and Disease, Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
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10
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Saraswat A, Vemana HP, Dukhande VV, Patel K. Galactose-decorated liver tumor-specific nanoliposomes incorporating selective BRD4-targeted PROTAC for hepatocellular carcinoma therapy. Heliyon 2022; 8:e08702. [PMID: 35036599 PMCID: PMC8749201 DOI: 10.1016/j.heliyon.2021.e08702] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 12/15/2021] [Accepted: 12/29/2021] [Indexed: 12/18/2022] Open
Abstract
This research deals with the development of asialoglycoprotein receptors (ASGPR) directed nanoliposomes incorporating a novel BRD4 (Bromodomain-containing protein 4) protein-targeted PROTAC (Proteolysis Targeting Chimera), ARV-825 (ARV) (GALARV), and to investigate the anticancer efficacy of GALARV for specific delivery in hepatocellular carcinoma. GALARV were prepared using the modified hydration method and characterized for their physicochemical properties as well as anticancer activity using 2D and 3D cell culture models. ARV and GALARV (93.83 ± 10.05 nm) showed significant in vitro cytotoxicity and apoptosis in hepatocellular carcinoma cells. GALARV also demonstrated a substantially higher intracellular concentration of ARV compared to non-targeted nanoliposomes (∼3 fold) and ARV alone (∼4.5 fold), showed good physical stability and negligible hemolysis. Immunoblotting results depicted substantial downregulation of target BRD4 protein, oncogenic c-Myc, apoptotic Bcl-2, and survivin proteins. Notably, GALARV treatment resulted in significant apoptosis and subsequent inhibition of the cell viability of 3D tumor spheroids of hepatocellular carcinoma. These results suggest that GALARV is a novel actively targeted PROTAC-based nanotherapeutic approach for hepatocellular carcinoma.
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Affiliation(s)
- Aishwarya Saraswat
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA
| | - Hari Priya Vemana
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA
| | - Vikas V. Dukhande
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA
| | - Ketan Patel
- College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA
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11
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Kong D, Jiang Y, Miao X, Wu Z, Liu H, Gong W. Tadalafil enhances the therapeutic efficacy of BET inhibitors in hepatocellular carcinoma through activating Hippo pathway. Biochim Biophys Acta Mol Basis Dis 2021; 1867:166267. [PMID: 34508829 DOI: 10.1016/j.bbadis.2021.166267] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 09/02/2021] [Accepted: 09/02/2021] [Indexed: 12/12/2022]
Abstract
Bromodomain and extraterminal (BET) proteins are promising therapeutic targets for hematological and solid tumors. However, BET inhibitor monotherapy did not show a significant therapeutic benefit for hepatocellular carcinoma (HCC) in preclinical trials. Here, we identified YAP/TAZ genes, as determinants for sensitivity to BET inhibitors. YAP/TAZ expression, especially TAZ, promote resistance to BET inhibitor. In addition, we analyzed that the mRNA level of PDE5 was positively correlated with YAP/TAZ based on TCGA database and demonstrated tadalafil, a PDE5 inhibitor, could block YAP/TAZ protein expression by activating Hippo pathway. Cotreatment with tadalafil and JQ-1 synergistically reduced YAP/TAZ protein expression, suppressed proliferation and induced G0-G1 arrest of cultured HCC cells. JQ-1 alone does not show significant benefits in a mouse model of HCC induced by c-Myc/N-Ras plasmids. In contrast, the combination, tadalafil and JQ-1, successfully suppressed tumor progression, enhanced antitumor immunity by improving the ratio of activated CD8 and extended the survival time of mice. Our data define the key role of YAP/TAZ in mediating resistance to BET inhibitor, described the PDE5/PKG/Hippo/YAP/TAZ axis and identified a common clinical drug that can be developed as an effective combined strategy to overcome BET inhibitor resistance in MYC/Ras-driven HCC.
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Affiliation(s)
- Deqiang Kong
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou 310009, China; Cancer Center of Zhejiang University, Hangzhou 310058, China
| | - Yuancong Jiang
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou 310009, China; Cancer Center of Zhejiang University, Hangzhou 310058, China
| | - Xiaolong Miao
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou 310009, China; Cancer Center of Zhejiang University, Hangzhou 310058, China
| | - Zelai Wu
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou 310009, China; Cancer Center of Zhejiang University, Hangzhou 310058, China
| | - Han Liu
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou 310009, China; Cancer Center of Zhejiang University, Hangzhou 310058, China
| | - Weihua Gong
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou 310009, China; Cancer Center of Zhejiang University, Hangzhou 310058, China.
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12
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Choi HI, An GY, Baek M, Yoo E, Chai JC, Lee YS, Jung KH, Chai YG. BET inhibitor suppresses migration of human hepatocellular carcinoma by inhibiting SMARCA4. Sci Rep 2021; 11:11799. [PMID: 34083693 PMCID: PMC8175750 DOI: 10.1038/s41598-021-91284-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 05/24/2021] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most prevalent and poorly responsive cancers worldwide. Bromodomain and extraterminal (BET) inhibitors, such as JQ1 and OTX-015, inhibit BET protein binding to acetylated residues in histones. However, the physiological mechanisms and regulatory processes of BET inhibition in HCC remain unclear. To explore BET inhibitors’ potential role in the molecular mechanisms underlying their anticancer effects in HCC, we analyzed BET inhibitor-treated HCC cells’ gene expression profiles with RNA-seq and bioinformatics analysis. BET inhibitor treatment significantly downregulated genes related to bromodomain-containing proteins 4 (BRD4), such as ACSL5, SLC38A5, and ICAM2. Importantly, some cell migration-related genes, including AOC3, CCR6, SSTR5, and SCL7A11, were significantly downregulated. Additionally, bioinformatics analysis using Ingenuity Knowledge Base Ingenuity Pathway Analysis (IPA) revealed that SMARCA4 regulated migration response molecules. Furthermore, knockdown of SMARCA4 gene expression by siRNA treatment significantly reduced cell migration and the expression of migration-related genes. In summary, our results indicated that BET inhibitor treatment in HCC cell lines reduces cell migration through the downregulation of SMARCA4.
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Affiliation(s)
- Hae In Choi
- Department of Bionanotechnology, Hanyang University, Seoul, 04673, Republic of Korea
| | - Ga Yeong An
- Department of Bionanotechnology, Hanyang University, Seoul, 04673, Republic of Korea
| | - Mina Baek
- Institute of Natural Science and Technology, Hanyang University, Ansan, 15588, Republic of Korea.,Department of Molecular and Life Science, Hanyang University, Ansan, 15588, Republic of Korea
| | - Eunyoung Yoo
- Department of Bionanotechnology, Hanyang University, Seoul, 04673, Republic of Korea
| | - Jin Choul Chai
- College of Veterinary Medicine, Seoul National University, Seoul, 08826, Republic of Korea
| | - Young Seek Lee
- College of Veterinary Medicine, Seoul National University, Seoul, 08826, Republic of Korea.
| | - Kyoung Hwa Jung
- Convergence Technology Campus of Korea Polytechnic II, Incheon, 21417, Republic of Korea. .,Department of Biopharmaceutical System, Gwangmyeong Convergence Technology Campus of Korea Polytechnic II, Gwangmyeong , 14222, Republic of Korea.
| | - Young Gyu Chai
- Department of Bionanotechnology, Hanyang University, Seoul, 04673, Republic of Korea. .,Department of Molecular and Life Science, Hanyang University, Ansan, 15588, Republic of Korea.
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13
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A Network Pharmacology Approach to Reveal the Underlying Mechanisms of Artemisia annua on the Treatment of Hepatocellular Carcinoma. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2021; 2021:8947304. [PMID: 33688369 PMCID: PMC7920725 DOI: 10.1155/2021/8947304] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 11/07/2020] [Accepted: 02/13/2021] [Indexed: 02/08/2023]
Abstract
Objective To investigate the potential active ingredients and underlying mechanisms of Artemisia annua (AA) on the treatment of hepatocellular carcinoma (HCC) based on network pharmacology. Methods In the present study, we used a network pharmacological method to predict its underlying complex mechanism of treating HCC. First, we obtained relative compounds of AA based on the traditional Chinese medicine systems pharmacology (TCMSP) database and collected potential targets of these compounds by target fishing. Then, we built HCC-related targets target by the oncogenomic database of hepatocellular carcinoma (OncoDB.HCC) and biopharmacological network (PharmDB-K) database. Based on the matching results between AA potential targets and HCC targets, we built a protein-protein interaction (PPI) network to analyze the interactions among these targets and screen the hub targets by topology. Furthermore, the function annotation and signaling pathways of key targets were performed by Gene Oncology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis using DAVID tools. Finally, the binding capacity between active ingredients and key targets was validated by molecular docking. Results A total of 19 main active ingredients of AA were screened as target prediction; then, 25 HCC-related common targets were seeked out via multiple HCC databases. The areas of nodes and corresponding degree values of EGFR, ESR1, CCND1, MYC, EGF, and PTGS2 were larger and could be easily found in the PPI network. Furthermore, GO and KEGG enrichment analysis showed that these key targets were significantly involved in multiple biological processes and pathways which participated in tumor cell proliferation, apoptosis, angiogenesis, tumor invasion, and metastasis to accomplish the anti-HCC activity. The molecular docking analysis showed that quercetin could stably bind to the active pocket of EGFR protein 4RJ5 via LibDock. Conclusion The anticancer effects of AA on HCC were predicted to be associated with regulating tumor cell proliferation, apoptosis, angiogenesis, tumor invasion, and metastasis via various pathways such as the EGFR signaling pathway, ESR1 signaling pathway, and CCND1 signaling pathway. It is suggested that AA might be developed as a broad-spectrum antitumor drug based on its characteristics of multicomponent, multipath, and multitarget.
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14
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Kuenzi BM, Park J, Fong SH, Sanchez KS, Lee J, Kreisberg JF, Ma J, Ideker T. Predicting Drug Response and Synergy Using a Deep Learning Model of Human Cancer Cells. Cancer Cell 2020; 38:672-684.e6. [PMID: 33096023 PMCID: PMC7737474 DOI: 10.1016/j.ccell.2020.09.014] [Citation(s) in RCA: 171] [Impact Index Per Article: 42.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 08/07/2020] [Accepted: 09/22/2020] [Indexed: 12/16/2022]
Abstract
Most drugs entering clinical trials fail, often related to an incomplete understanding of the mechanisms governing drug response. Machine learning techniques hold immense promise for better drug response predictions, but most have not reached clinical practice due to their lack of interpretability and their focus on monotherapies. We address these challenges by developing DrugCell, an interpretable deep learning model of human cancer cells trained on the responses of 1,235 tumor cell lines to 684 drugs. Tumor genotypes induce states in cellular subsystems that are integrated with drug structure to predict response to therapy and, simultaneously, learn biological mechanisms underlying the drug response. DrugCell predictions are accurate in cell lines and also stratify clinical outcomes. Analysis of DrugCell mechanisms leads directly to the design of synergistic drug combinations, which we validate systematically by combinatorial CRISPR, drug-drug screening in vitro, and patient-derived xenografts. DrugCell provides a blueprint for constructing interpretable models for predictive medicine.
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Affiliation(s)
- Brent M Kuenzi
- Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Jisoo Park
- Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Samson H Fong
- Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA; Department of Bioengineering, University of California San Diego, La Jolla, CA 92093, USA
| | - Kyle S Sanchez
- Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - John Lee
- Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Jason F Kreisberg
- Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Jianzhu Ma
- Department of Computer Science, Purdue University, West Lafayette, IN 47907, USA
| | - Trey Ideker
- Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA; Department of Bioengineering, University of California San Diego, La Jolla, CA 92093, USA; Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA 92093, USA.
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15
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Zhao Y, Ye L, Yu Y. MicroRNA-126-5p suppresses cell proliferation, invasion and migration by targeting EGFR in liver cancer. Clin Res Hepatol Gastroenterol 2020; 44:865-873. [PMID: 32409283 DOI: 10.1016/j.clinre.2020.03.025] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 02/23/2020] [Accepted: 03/18/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND The expression status and potential mechanistic involvement of microRNA (miR)-126-5p in hepatocellular carcinoma (HCC) are still elusive currently. Here we set out to address this issue both in cell lines and in patients' tissues. METHODS The relative expression levels of endogenous miR-126-5p and epidermal growth factor receptor (EGFR) were quantified by real-time polymerase chain reaction. Cell viability and proliferation were measured by the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide and clonogenic assays, respectively. Cell invasive and migrative capacities were determined by transwell and wound healing assays, respectively. The regulatory action of miR-126-5p on EGFR was interrogated by luciferase reporter assay. Translational level of EGFR was analyzed by Western blotting. RESULTS MiR-126-5p was significantly down-regulated in both HCC patients' tissues and cell lines. Forced expression of miR-126-5p greatly compromised cell viability, proliferation, invasion and migration, while miR-126-5p-specific inhibitor promoted these oncogenic phenotypes. MiR-126-5p mimics inhibited endogenous expression of EGFR and suppressed EGFR 3'-untranslated region-fused luciferase activity. Co-expression of EGFR in miR-126-5p-proficient cells completely restored cell migrative and invasive capacities, while co-transfection with EGFR siRNA significantly inhibited miR-126-5p inhibitor-induced cell invasion and migration. CONCLUSION MiR-126-5p was aberrantly decreased in HCC and subsequently relieved the suppression on EGFR expression, which consequently contributed to the tumor biology of HCC.
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Affiliation(s)
- Yanping Zhao
- The First Affiliated Hospital of Zhejiang University of Traditional Chinese Medicine, NO.1 Building, Yunbin Bay, Jianggan District, Hangzhou 310000, Zhejiang, China
| | - Lei Ye
- The First Affiliated Hospital of Zhejiang University of Traditional Chinese Medicine, NO.1 Building, Yunbin Bay, Jianggan District, Hangzhou 310000, Zhejiang, China
| | - Yaping Yu
- The First Affiliated Hospital of Zhejiang University of Traditional Chinese Medicine, NO.1 Building, Yunbin Bay, Jianggan District, Hangzhou 310000, Zhejiang, China.
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16
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Han J, Zhang Y, Xu J, Zhang T, Wang H, Wang Z, Jiang Y, Zhou L, Yang M, Hua Y, Cai Z. Her4 promotes cancer metabolic reprogramming via the c-Myc-dependent signaling axis. Cancer Lett 2020; 496:57-71. [PMID: 33038488 DOI: 10.1016/j.canlet.2020.10.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 09/10/2020] [Accepted: 10/04/2020] [Indexed: 12/27/2022]
Abstract
Despite the growing recognition of metabolic reprogramming as an important hallmark of cancer in the past few years, the molecular mechanisms underlying metabolic alterations during tumorigenesis remain unclear. In this study, we identified a critical role of Her4 in rewiring cancer metabolism toward tumor-promoting metabolic processes, including increased glycolysis, glutaminolysis, mitochondrial biogenesis, and oxidative phosphorylation, which may in part cooperate to promote tumorigenesis. We found that overexpression of Her4 promoted the stabilization of c-Myc through a CIP2A-mediated increase in c-MycS62 phosphorylation and GSK3β-mediated decrease in c-MycT58 phosphorylation, both of which decreased c-Myc degradation. Furthermore, Her4 was found to increase glucose uptake and tumor growth in an osteosarcoma xenograft model. Overall, these findings provide a better understanding of the involvement of Her4 in tumorigenesis and document its potential role in metabolic reprogramming for the first time. We believe that our study might lead to promising opportunities for targeted metabolic therapy for cancer.
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Affiliation(s)
- Jing Han
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China
| | - Yangfeng Zhang
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China
| | - Jing Xu
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China
| | - Tao Zhang
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China
| | - Hongsheng Wang
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China
| | - Zhuoying Wang
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China
| | - Yafei Jiang
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China
| | - Lei Zhou
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China
| | - Mengkai Yang
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China
| | - Yingqi Hua
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China.
| | - Zhengdong Cai
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Bone Tumor Institution, Shanghai 200080, PR China.
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17
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Liu C, Miao X, Wang Y, Wen L, Cheng X, Kong D, Zhao P, Song D, Wang X, Ding X, Xia H, Wang W, Sun Q, Gong W. Bromo- and extraterminal domain protein inhibition improves immunotherapy efficacy in hepatocellular carcinoma. Cancer Sci 2020; 111:3503-3515. [PMID: 32726482 PMCID: PMC7540980 DOI: 10.1111/cas.14588] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 07/13/2020] [Accepted: 07/17/2020] [Indexed: 12/15/2022] Open
Abstract
Hepatocellular carcinoma (HCC) represents the majority of liver cancer and is the fourth most common cause of cancer-related death. Although advances in molecular targeted therapy have shown promise, none of these agents has yet demonstrated significant clinical benefit. Bromo- and extraterminal domain (BET) protein inhibitors have been considered potential therapeutic drugs for HCC but the biological activity remains unclear. This study found that BET protein inhibition did not effectively suppress the progression of HCC, using a transgenic HCC mouse model. Mechanistically, the BET protein inhibitor JQ1 upregulated the expression of programmed cell death-ligand 1 (PD-L1) on the plasma membrane in vivo and in vitro. Moreover, JQ1 enhanced the expression of Rab8A, which upregulated the expression of PD-L1 on the plasma membrane. This study also showed that JQ1 combined with anti-PD-L1 Ab effectively suppressed HCC progression, and this benefit was obtained by enhancing the activation and cytotoxic capabilities of CD8 T cells. These results revealed the crucial role and regulation of BET protein inhibition on the expression of PD-L1 in HCC. Thus, combining BET protein inhibition with immune checkpoint blockade offers an efficient therapeutic approach for HCC.
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Affiliation(s)
- Chen Liu
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China.,Cancer Center, Zhejiang University, Hangzhou, China
| | - Xiaolong Miao
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China.,Cancer Center, Zhejiang University, Hangzhou, China
| | - Yao Wang
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, China
| | - Liang Wen
- Department of Hepatobiliary Surgery, First Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
| | - Xiawei Cheng
- Synthetic Biology and Biotechnology Laboratory, State Key Laboratory of Bioreactor Engineering, School of Pharmacy, East China University of Science and Technology, Shanghai, China
| | - Deqiang Kong
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China.,Cancer Center, Zhejiang University, Hangzhou, China
| | - Pengwei Zhao
- Department of Biochemistry, and Department of Cardiology of Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
| | - Dandan Song
- Department of Biochemistry, and Department of Cardiology of Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
| | - Xinyi Wang
- Department of Biochemistry, and Department of Cardiology of Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
| | - Xianfeng Ding
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, China
| | - Hongguang Xia
- Department of Biochemistry and Molecular Biology of School of Medicine, Zhejiang University, Hangzhou, China
| | - Weilin Wang
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China.,Cancer Center, Zhejiang University, Hangzhou, China
| | - Qiming Sun
- Department of Biochemistry, and Department of Cardiology of Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China
| | - Weihua Gong
- Department of Surgery, Second Affiliated Hospital of School of Medicine, Zhejiang University, Hangzhou, China.,Cancer Center, Zhejiang University, Hangzhou, China
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18
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Tian H, Zhu X, Lv Y, Jiao Y, Wang G. Glucometabolic Reprogramming in the Hepatocellular Carcinoma Microenvironment: Cause and Effect. Cancer Manag Res 2020; 12:5957-5974. [PMID: 32765096 PMCID: PMC7381782 DOI: 10.2147/cmar.s258196] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 06/30/2020] [Indexed: 12/24/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is a tumor that exhibits glucometabolic reprogramming, with a high incidence and poor prognosis. Usually, HCC is not discovered until an advanced stage. Sorafenib is almost the only drug that is effective at treating advanced HCC, and promising metabolism-related therapeutic targets of HCC are urgently needed. The “Warburg effect” illustrates that tumor cells tend to choose aerobic glycolysis over oxidative phosphorylation (OXPHOS), which is closely related to the features of the tumor microenvironment (TME). The HCC microenvironment consists of hypoxia, acidosis and immune suppression, and contributes to tumor glycolysis. In turn, the glycolysis of the tumor aggravates hypoxia, acidosis and immune suppression, and leads to tumor proliferation, angiogenesis, epithelial–mesenchymal transition (EMT), invasion and metastasis. In 2017, a mechanism underlying the effects of gluconeogenesis on inhibiting glycolysis and blockading HCC progression was proposed. Treating HCC by increasing gluconeogenesis has attracted increasing attention from scientists, but few articles have summarized it. In this review, we discuss the mechanisms associated with the TME, glycolysis and gluconeogenesis and the current treatments for HCC. We believe that a treatment combination of sorafenib with TME improvement and/or anti-Warburg therapies will set the trend of advanced HCC therapy in the future.
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Affiliation(s)
- Huining Tian
- Department of Endocrinology and Metabolism, The First Hospital of Jilin University, Changchun 130021, Jilin, People's Republic of China
| | - Xiaoyu Zhu
- Department of Nephrology, The First Hospital of Jilin University, Changchun 130021, Jilin, People's Republic of China
| | - You Lv
- Department of Endocrinology and Metabolism, The First Hospital of Jilin University, Changchun 130021, Jilin, People's Republic of China
| | - Yan Jiao
- Department of Hepatobiliary and Pancreatic Surgery, The First Hospital of Jilin University, Changchun 130021, Jilin, People's Republic of China
| | - Guixia Wang
- Department of Endocrinology and Metabolism, The First Hospital of Jilin University, Changchun 130021, Jilin, People's Republic of China
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19
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Wang X, Cairns MJ, Yan J. Super-enhancers in transcriptional regulation and genome organization. Nucleic Acids Res 2020; 47:11481-11496. [PMID: 31724731 PMCID: PMC7145697 DOI: 10.1093/nar/gkz1038] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 10/19/2019] [Accepted: 10/22/2019] [Indexed: 12/14/2022] Open
Abstract
Gene expression is precisely controlled in a stage and cell-type-specific manner, largely through the interaction between cis-regulatory elements and their associated trans-acting factors. Where these components aggregate in promoters and enhancers, they are able to cooperate to modulate chromatin structure and support the engagement in long-range 3D superstructures that shape the dynamics of a cell's genomic architecture. Recently, the term 'super-enhancer' has been introduced to describe a hyper-active regulatory domain comprising a complex array of sequence elements that work together to control the key gene networks involved in cell identity. Here, we survey the unique characteristics of super-enhancers compared to other enhancer types and summarize the recent advances in our understanding of their biological role in gene regulation. In particular, we discuss their capacity to attract the formation of phase-separated condensates, and capacity to generate three-dimensional genome structures that precisely activate their target genes. We also propose a multi-stage transition model to explain the evolutionary pressure driving the development of super-enhancers in complex organisms, and highlight the potential for involvement in tumorigenesis. Finally, we discuss more broadly the role of super-enhancers in human health disorders and related potential in therapeutic interventions.
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Affiliation(s)
- Xi Wang
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education / School of Life Sciences, Northwest University, Xi'an 710069, China.,Division of Theoretical Systems Biology, Germany Cancer Research Center, Heidelberg 69115, Germany.,School of Biomedical Sciences and Pharmacy, Faculty of Health and Medicine, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia
| | - Murray J Cairns
- School of Biomedical Sciences and Pharmacy, Faculty of Health and Medicine, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia.,Centre for Brain and Mental Health Research, University of Newcastle, Callaghan, NSW 2308, Australia; and Hunter Medical Research Institute
| | - Jian Yan
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education / School of Life Sciences, Northwest University, Xi'an 710069, China.,Department of Biomedical Sciences, City University of Hong Kong, Kowloon Tong, Hong Kong S.A.R., China
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20
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Goto K, Roca Suarez AA, Wrensch F, Baumert TF, Lupberger J. Hepatitis C Virus and Hepatocellular Carcinoma: When the Host Loses Its Grip. Int J Mol Sci 2020; 21:ijms21093057. [PMID: 32357520 PMCID: PMC7246584 DOI: 10.3390/ijms21093057] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 04/20/2020] [Accepted: 04/24/2020] [Indexed: 02/06/2023] Open
Abstract
Chronic infection with hepatitis C virus (HCV) is a major cause of hepatocellular carcinoma (HCC). Novel treatments with direct-acting antivirals achieve high rates of sustained virologic response; however, the HCC risk remains elevated in cured patients, especially those with advanced liver disease. Long-term HCV infection causes a persistent and accumulating damage of the liver due to a combination of direct and indirect pro-oncogenic mechanisms. This review describes the processes involved in virus-induced disease progression by viral proteins, derailed signaling, immunity, and persistent epigenetic deregulation, which may be instrumental to develop urgently needed prognostic biomarkers and as targets for novel chemopreventive therapies.
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Affiliation(s)
- Kaku Goto
- Université de Strasbourg, F-67000 Strasbourg, France
- Institut National de la Santé et de la Recherche Médicale, U1110, Institut de Recherche sur les Maladies Virales et Hépatiques, Université de Strasbourg (IVH), F-67000 Strasbourg, France
| | - Armando Andres Roca Suarez
- Université de Strasbourg, F-67000 Strasbourg, France
- Institut National de la Santé et de la Recherche Médicale, U1110, Institut de Recherche sur les Maladies Virales et Hépatiques, Université de Strasbourg (IVH), F-67000 Strasbourg, France
| | - Florian Wrensch
- Université de Strasbourg, F-67000 Strasbourg, France
- Institut National de la Santé et de la Recherche Médicale, U1110, Institut de Recherche sur les Maladies Virales et Hépatiques, Université de Strasbourg (IVH), F-67000 Strasbourg, France
| | - Thomas F. Baumert
- Université de Strasbourg, F-67000 Strasbourg, France
- Institut National de la Santé et de la Recherche Médicale, U1110, Institut de Recherche sur les Maladies Virales et Hépatiques, Université de Strasbourg (IVH), F-67000 Strasbourg, France
- Pôle Hépato-digestif, Institut Hopitalo-Universitaire, F-67000 Strasbourg, France
- Institut Universitaire de France, F-75231 Paris, France
- Correspondence: (T.F.B.); (J.L.); Tel.: +33-3-68-85-37-03 (T.F.B. & J.L.); Fax: +33-3-68-85-37-24 (T.F.B. & J.L.)
| | - Joachim Lupberger
- Université de Strasbourg, F-67000 Strasbourg, France
- Institut National de la Santé et de la Recherche Médicale, U1110, Institut de Recherche sur les Maladies Virales et Hépatiques, Université de Strasbourg (IVH), F-67000 Strasbourg, France
- Correspondence: (T.F.B.); (J.L.); Tel.: +33-3-68-85-37-03 (T.F.B. & J.L.); Fax: +33-3-68-85-37-24 (T.F.B. & J.L.)
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21
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Bechter O, Schöffski P. Make your best BET: The emerging role of BET inhibitor treatment in malignant tumors. Pharmacol Ther 2020; 208:107479. [PMID: 31931101 DOI: 10.1016/j.pharmthera.2020.107479] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 11/15/2019] [Indexed: 12/17/2022]
Abstract
Bromodomains are protein-protein interaction modules with a great diversity in terms of number of proteins and their function. The bromodomain and extraterminal protein (BET) represents a distinct subclass of bromodomain proteins mainly involved in transcriptional regulation via their interaction with acetylated chromatin. In cancer cells BET proteins are found to be altered in many ways such as overexpression, mutations and fusions of BET proteins or their interference with cancer relevant signaling pathways and transcriptional programs in order to sustain cancer growth and viability. Blocking BET protein function with small molecules is associated with therapeutic activity. Consequently, a variety of small molecules have been developed and a number of phase I clinical trials have explored their tolerability and efficacy in patients with solid tumors and hematological malignancies. We will review the rational for applying BET inhibitors in the clinic and we will discuss the toxicity profile as well as efficacy of this new class of protein inhibitors. We will also highlight the emerging problem of treatment resistance and the potential these drugs might have when combined with other anti-cancer therapies.
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Affiliation(s)
- Oliver Bechter
- Leuven Cancer Institute, Department of General Medical Oncology, University Hospitals Leuven, Belgium; Department of Oncology, KU, Leuven, Belgium.
| | - Patrick Schöffski
- Leuven Cancer Institute, Department of General Medical Oncology, University Hospitals Leuven, Belgium; Department of Oncology, KU, Leuven, Belgium.
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22
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Sun Y, Fan J, Wang B, Meng Z, Ren D, Zhao J, Liu Z, Li D, Jin X, Wu H. The aberrant expression of ADAR1 promotes resistance to BET inhibitors in pancreatic cancer by stabilizing c-Myc. Am J Cancer Res 2020; 10:148-163. [PMID: 32064158 PMCID: PMC7017738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 12/02/2019] [Indexed: 06/10/2023] Open
Abstract
Pancreatic cancer is a malignant tumor with the worst prognosis worldwide. This cancer type requires new insight to help with diagnosis and, eventually, treatment. Adenosine deaminases acting on RNA 1 (ADAR1) is reportedly overexpressed in many types of tumors, such as lung, liver, breast, and esophageal cancers. However, the biological significance and specific mechanism of ADAR1 in pancreatic cancer have not been explored. In this study, we reveal that the expression level of ADAR1 is significantly up-regulated in pancreatic cancer tissues. We also find that highly expressed ADAR1 is closely associated with poor prognosis in pancreatic cancer specimens. Overexpressed ADAR1 equally increased the growth activity of pancreatic cancer cells in vivo and in vitro. We further demonstrate that ADAR1 stabilizes c-Myc through AKT signaling, which contributes to cancer cell resistance to BET inhibitors in pancreatic cancer cells. Moreover, we reveal that EZH2 regulates ADAR1 expression, and EZH2 and BET inhibitors show synergistic inhibition in pancreatic cancer. Collectively, these findings suggest that ADAR1 could serve as a new diagnostic and prognostic marker for the treatment of pancreatic cancer.
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Affiliation(s)
- Yan Sun
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
- Sino-German Laboratory of Personalized Medicine for Pancreatic, Cancer Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
| | - Jiquan Fan
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
| | - Bo Wang
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
- Sino-German Laboratory of Personalized Medicine for Pancreatic, Cancer Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
| | - Zibo Meng
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
- Sino-German Laboratory of Personalized Medicine for Pancreatic, Cancer Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
| | - Dianyun Ren
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
- Sino-German Laboratory of Personalized Medicine for Pancreatic, Cancer Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
| | - Jingyuan Zhao
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
- Sino-German Laboratory of Personalized Medicine for Pancreatic, Cancer Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
| | - Zhiqiang Liu
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
- Sino-German Laboratory of Personalized Medicine for Pancreatic, Cancer Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
| | - Dan Li
- Cardiovascular Medicine Department, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
| | - Xin Jin
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
- Sino-German Laboratory of Personalized Medicine for Pancreatic, Cancer Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
| | - Heshui Wu
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
- Sino-German Laboratory of Personalized Medicine for Pancreatic, Cancer Union Hospital, Tongji Medical College, Huazhong University of Science and Technology Wuhan 430022, China
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23
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PES1 promotes BET inhibitors resistance and cells proliferation through increasing c-Myc expression in pancreatic cancer. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2019; 38:463. [PMID: 31718704 PMCID: PMC6852745 DOI: 10.1186/s13046-019-1466-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 10/22/2019] [Indexed: 12/20/2022]
Abstract
Background Overexpressed PES1 promotes carcinogenesis in various types of malignant tumors. However, the biological role and clinical significance of PES1 in pancreatic cancer are still unexplored. Methods The expression level of PES1 in pancreatic cancer cell lines and pancreatic cancer patient samples was determined using Western Blotting analysis, RT-qPCR analysis, immunohistochemical (IHC) analysis of tissue microarray, and the GEPIA web tool. MTS assay, colony formation assay, and xenograft tumor assay were used to evaluate the tumor growth ability of pancreatic cancer cells. Results We established that the expression of PES1 was abnormally increased in pancreatic cancer tissues and led to poor prognosis of pancreatic cancer patients. We also found that PES1 was responsible for promoting cell growth and contributed to bromodomain and cancer cell resistance to extra-terminal (BET) inhibitors in pancreatic cancer. Furthermore, we showed that PES1 interacted with BRD4 to enhance c-Myc expression, which is the primary cause of cancer cell resistance to BET inhibitors in pancreatic cancer. Finally, CDK5 inhibitors were proven to destabilize PES1 and overcome cancer cell resistance to BET inhibitors in pancreatic cancer cells. Conclusions We have shown that PES1 could be one of the promoting factors of tumor growth and a prognosis-related protein of pancreatic cancer. Targeting PES1 with CDK5 inhibitors might help overcome cancer cell resistance to BET inhibitors in pancreatic cancer cells.
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Wang W, Tan J. Co‐inhibition of BET proteins and PD‐L1 as a potential therapy for OSCC through synergistic inhibition of FOXM1 and PD‐L1 expressions. J Oral Pathol Med 2019; 48:817-825. [PMID: 31177574 DOI: 10.1111/jop.12906] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 05/23/2019] [Accepted: 05/24/2019] [Indexed: 12/15/2022]
Affiliation(s)
- Wei Wang
- Qingdao Oral Hospital Qingdao City China
| | - Junyan Tan
- Qingdao Oral Hospital Qingdao City China
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