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Han Y, Kong W, Shang Q, Liu Y, Ni X, Yang L, Lei J. Discovery of targeting USP10-mediated proline metabolism arrangement to inhibit hepatocellular carcinoma progression. Biochem Pharmacol 2025; 236:116904. [PMID: 40158816 DOI: 10.1016/j.bcp.2025.116904] [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: 10/21/2024] [Revised: 03/08/2025] [Accepted: 03/25/2025] [Indexed: 04/02/2025]
Abstract
Metabolic dysregulation is closely related to hepatocellular carcinoma (HCC) progression. Aberrant proline metabolism plays crucial roles in HCC onset and development. However, the detailed molecular mechanisms of proline metabolism in HCC remain unclear. In this study, we reported that hydroxyproline, a metabolite of proline, is a key causal factor of HCC progression using Mendelian randomization analysis. An elevated level of hydroxyproline promotes HCC cell growth, migration, and invasion. Using a non-targeted metabolomics approach, we found that USP10 increases the amount of proline and hydroxyproline in HCC cells. We subsequently proved that USP10 stabilizes Yes-associated protein 1 (YAP1), enhancing YAP1/TEA domain transcription factor 4 (TEAD4)-mediated transcription of prolyl 4-hydroxylase subunit alpha 1 (P4HA1). This leads to increased expression of P4HA1, which alters the proline catabolic profile. In contrast, knocking down USP10 or suppressing its activity reduced the expression of P4HA1. Given the crucial roles of USP10 in HCC progression, we further validated ginkgolic acid, a hit compound that targets USP10, leading to potential anti-HCC efficacy in xenograft mouse models. Overall, our study provides novel insights into the role and potential molecular mechanisms of USP10 on proline metabolism in HCC for the first time, as well as offers a promising therapeutic strategy of targeting USP10 for HCC treatment.
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Affiliation(s)
- Yinze Han
- National Clinical Research Center for Geriatrics, and State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Weili Kong
- National Clinical Research Center for Geriatrics, and State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China; Department of Otolaryngology, Head and Neck Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qixin Shang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yuanzhi Liu
- National Clinical Research Center for Geriatrics, and State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xincheng Ni
- National Clinical Research Center for Geriatrics, and State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Lin Yang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jian Lei
- National Clinical Research Center for Geriatrics, and State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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2
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Dhamdhere SG, Bansal A, Singh P, Kakani P, Agrawal S, Samaiya A, Shukla S. Hypoxia-induced ATF3 escalates breast cancer invasion by increasing collagen deposition via P4HA1. Cell Death Dis 2025; 16:142. [PMID: 40016181 PMCID: PMC11868403 DOI: 10.1038/s41419-025-07461-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Revised: 02/10/2025] [Accepted: 02/18/2025] [Indexed: 03/01/2025]
Abstract
Activating transcription factors (ATFs), members of the adaptive-response gene family, participate in cellular processes to aid adaptations in response to extra and/or intracellular changes. In this study, we observed that one of the ATFs, Activating transcription factor 3 (ATF3), is upregulated under hypoxia via alterations in the epigenetic landscape of its promoter, followed by transcriptional upregulation. Under hypoxic conditions, Hypoxia-inducible factor 1-alpha (HIF1ɑ) alleviates methylation at the ATF3 promoter by recruiting TET1 and induces ATF3 transcription. In addition, our RNA-seq analysis showed that ATF3 globally affects transcription under hypoxia and controls the processes of EMT and cancer invasion by stimulating the transcription of Prolyl 4-Hydroxylase Subunit Alpha 1 (P4HA1), an enzyme which enhances invasion-conducive extracellular matrix (ECM) under hypoxic conditions. Prolyl hydroxylases play a critical role in the hydroxylation and deposition of collagen in the extracellular matrix (ECM) during the evolution of cancer, which is necessary for metastasis. Importantly, P4HA1 undergoes alternative splicing under hypoxia, where the inclusion of exon 9a is increased. Interestingly, involvement of ATF3 in P4HA1 splicing was also evident, as binding of ATF3 at intron 9a led to demethylation of this DNA region via recruitment of TET1. Furthermore, we also show that the demethylated DNA region of intron 9a then becomes accessible to CCCTC-binding factor (CTCF). Thus, a cascade of demethylation via ATF3 recruited TET1, followed by increased RNA Pol II pause at intron 9a via CTCF, leads to inclusion of exon 9a. The P4HA1 9a isoform leads to enhanced invasion under hypoxic conditions by increasing deposition of collagen in the ECM. These results reveal a novel hypoxia-induced HIF1ɑ-ATF3-P4HA1 axis which can potentially be exploited as a therapeutic target to impede EMT and ultimately breast cancer invasion. Hypoxia induced ATF3 regulates P4HA1 expression and alternative splicing to promote breast cancer invasion.
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Affiliation(s)
- Shruti Ganesh Dhamdhere
- Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India
| | - Anamika Bansal
- Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India
| | - Pranjal Singh
- Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India
| | - Parik Kakani
- Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India
| | - Shruti Agrawal
- Department of Pathology, Bansal Hospital, Bhopal, Madhya Pradesh, 462016, India
| | - Atul Samaiya
- Department of Surgical Oncology, Bansal Hospital, Bhopal, Madhya Pradesh, 462016, India
| | - Sanjeev Shukla
- Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, Madhya Pradesh, 462066, India.
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3
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Li HH, Hung HY, Yu JS, Liao YC, Lai MC. Hypoxia-induced translation of collagen-modifying enzymes PLOD2 and P4HA1 is dependent on RBM4 and eIF4E2 in human colon cancer HCT116 cells. FEBS J 2025; 292:881-898. [PMID: 39710969 DOI: 10.1111/febs.17371] [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: 10/26/2023] [Revised: 09/04/2024] [Accepted: 12/12/2024] [Indexed: 12/24/2024]
Abstract
Hypoxia is a critical microenvironmental factor that induces tumorigenesis and cancer progression, including metastasis. The highly dynamic nature of the extracellular matrix (ECM) plays a crucial role in metastasis. Collagens are the predominant component of structural proteins embedded within the ECM. The biosynthesis of collagen typically undergoes a series of posttranslational modifications, such as hydroxylation of lysine and proline residues by procollagen-lysine, 2-oxoglutarate 5-dioxygenases (PLODs) and prolyl 4-hydroxylases (P4Hs), respectively. Collagen hydroxylation is critical for ECM remodeling and maintenance. We recently investigated hypoxia-induced translation in human colon cancer HCT116 cells and identified several collagen-modifying enzymes, including procollagen-lysine, 2-oxoglutarate 5-dioxygenase 2 (PLOD2) and prolyl 4-hydroxylase subunit alpha 1 (P4HA1). Although the translation of bulk mRNAs is repressed in hypoxia, specific mRNAs remain efficiently translated under such conditions. We have found that PLOD2 and P4HA1 are significantly upregulated in hypoxic HCT116 cells compared to normoxic cells. HIF-1 is known to induce the transcription of PLOD2 and P4HA1 during hypoxia. However, the molecular mechanisms of hypoxia-induced translation of PLOD2 and P4HA1 remain largely unclear. We provide evidence that RBM4 and eIF4E2 are required for hypoxia-induced translation of PLOD2 and P4HA1 mRNAs. The 3' UTRs of PLOD2 and P4HA1 mRNAs are involved in translational control during hypoxia in HCT116 cells.
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Affiliation(s)
- Hung-Hsuan Li
- Master & Ph.D Program in Biotechnology Industry, Chang Gung University, Taoyuan, Taiwan
| | - Hsin-Yuan Hung
- Department of Colorectal Surgery, New Taipei Municipal Tucheng Hospital, Taiwan
| | - Jau-Song Yu
- Graduate Institute of Biomedical Sciences, Chang Gung University, Taoyuan, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Yu-Cheng Liao
- Department of Biomedical Sciences, Chang Gung University, Taoyuan, Taiwan
| | - Ming-Chih Lai
- Department of Colorectal Surgery, New Taipei Municipal Tucheng Hospital, Taiwan
- Graduate Institute of Biomedical Sciences, Chang Gung University, Taoyuan, Taiwan
- Department of Biomedical Sciences, Chang Gung University, Taoyuan, Taiwan
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4
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Dang X, Chen X, Liang Z, Dai Z, Ding W, Song J, Fu J. P4HA2 promotes tumor progression and is transcriptionally regulated by SP1 in colorectal cancer. Cancer Biol Ther 2024; 25:2361594. [PMID: 38857058 PMCID: PMC11168210 DOI: 10.1080/15384047.2024.2361594] [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: 02/29/2024] [Accepted: 05/24/2024] [Indexed: 06/11/2024] Open
Abstract
P4HA2 has been implicated in various malignant tumors; however, its expression and functional role in colorectal cancer (CRC) remain poorly elucidated. This study aims to investigate the involvement of P4HA2 in CRC metastasis and progression, uncovering the underlying mechanisms. In colorectal cancer (CRC), P4HA2 exhibited overexpression, and elevated levels of P4HA2 expression were associated with an unfavorable prognosis. Functional assays demonstrated P4HA2's regulation of cell proliferation, and epithelial-mesenchymal transition (EMT) both in vitro and in vivo. Additionally, the AGO1 expression was correlated with P4HA2, and depletion of AGO1 reversed the proliferation and EMT function induced by P4HA2. Chromatin immunoprecipitation (ChIP) and luciferase assays suggested that the transcription factor SP1 binds to the promoter sequence of P4HA2, activating its expression in CRC. This study unveiled SP1 as a transcriptional regulator of P4HA2 in CRC and AGO1 is a probable target of P4HA2. In conclusion, P4HA2 emerges as a potential prognostic biomarker and promising therapeutic target in colorectal cancer.
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Affiliation(s)
- Xuening Dang
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Shanghai Colorectal Cancer Research Center, Shanghai, China
- Department of Cardiovascular Surgery, Shanghai Chest Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Xiaojian Chen
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Shanghai Colorectal Cancer Research Center, Shanghai, China
| | - Zhonglin Liang
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Shanghai Colorectal Cancer Research Center, Shanghai, China
| | - Zhujiang Dai
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Shanghai Colorectal Cancer Research Center, Shanghai, China
| | - Wenjun Ding
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Shanghai Colorectal Cancer Research Center, Shanghai, China
| | - Jinglue Song
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Shanghai Colorectal Cancer Research Center, Shanghai, China
| | - Jihong Fu
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Shanghai Colorectal Cancer Research Center, Shanghai, China
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5
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Yang X, Zhang D, Li M, Shao Y, Zhang X, Xue Y. P4HA1: an important target for treating fibrosis related diseases and cancer. Front Pharmacol 2024; 15:1493420. [PMID: 39568592 PMCID: PMC11576223 DOI: 10.3389/fphar.2024.1493420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 10/28/2024] [Indexed: 11/22/2024] Open
Abstract
Fibrosis is significantly associated with a wide variety of diseases and is involved in their progression. Fibrosis activated under the influence of different combinations of factors is considered a double-edged sword. Although there has been much research on organ fibrosis in recent years, a variety of organ fibrosis diseases and cancers are not well controlled in terms of prevention, treatment, and prognosis. Clinical studies still lack exploration and discovery of effective targets for the pathogenesis of organ fibrosis. Prolyl 4-hydroxylase subunit alpha 1 (P4HA1) is a protein kinase and the synthesis and secretion of collagen are related to the sustained activation of P4HA1. As further studies are being conducted, the potential role of P4HA1 in the development of fibrosis-associated diseases and cancer is becoming clear. Consequently, we conducted a systematic review and discussion on the role of P4HA1 in the pathogenesis of various fibrosis-related diseases and cancers. We reviewed the possible strategies of P4HA1 in the diagnosis and treatment of fibrosis-related diseases and cancers, and analyzed its potential relevance as a biomarker in the diagnosis and treatment of fibrosis-related diseases and cancer.
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Affiliation(s)
- Xuewen Yang
- Department of Pharmacology, Institute of Pharmacokinetics and Liver Molecular Pharmacology, Baotou Medical College, Baotou, China
| | - Dong Zhang
- Department of Pharmacology, Institute of Pharmacokinetics and Liver Molecular Pharmacology, Baotou Medical College, Baotou, China
| | - Mengmeng Li
- Key Laboratory of Basic and Application Research of Beiyao (Heilongjiang University of Chinese Medicine), Ministry of Education, Harbin, China
| | - Yingchun Shao
- The Affiliated Hospital of Qingdao University, Qingdao Cancer Institute, Qingdao University, Qingdao, China
| | - Xiyang Zhang
- Faculty of Basic Medicine, Chongqing Three Gorges Medical College, Chongqing, China
| | - Yongzhi Xue
- Department of Pharmacology, Institute of Pharmacokinetics and Liver Molecular Pharmacology, Baotou Medical College, Baotou, China
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6
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Tanaka A, Ogawa M, Zhou Y, Otani Y, Hendrickson RC, Miele MM, Li Z, Klimstra DS, Wang JY, Roehrl MH. Proteogenomic characterization of pancreatic neuroendocrine tumors uncovers hypoxia and immune signatures in clinically aggressive subtypes. iScience 2024; 27:110544. [PMID: 39206147 PMCID: PMC11350455 DOI: 10.1016/j.isci.2024.110544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 04/15/2024] [Accepted: 07/16/2024] [Indexed: 09/04/2024] Open
Abstract
Pancreatic neuroendocrine tumors (PanNETs) represent well-differentiated endocrine neoplasms with variable clinical outcomes. Predicting patient outcomes using the current tumor grading system is challenging. In addition, traditional systemic treatment options for PanNETs, such as somatostatin analogs or cytotoxic chemotherapies, are very limited. To address these issues, we characterized PanNETs using integrated proteogenomics and identified four subtypes. Two proteomic subtypes showed high recurrence rates, suggesting clinical aggressiveness that was missed by current classification. Hypoxia and inflammatory pathways were significantly enriched in the clinically aggressive subtypes. Detailed analyses revealed metabolic adaptation via glycolysis upregulation and oxidative phosphorylation downregulation under hypoxic conditions. Inflammatory signature analysis revealed that immunosuppressive molecules were enriched in immune hot tumors and might be immunotherapy targets. In this study, we characterized clinically aggressive proteomic subtypes of well-differentiated PanNETs and identified candidate therapeutic targets.
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Affiliation(s)
- Atsushi Tanaka
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Makiko Ogawa
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yihua Zhou
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- ICU Department, Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Yusuke Otani
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Ronald C. Hendrickson
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Matthew M. Miele
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zhuoning Li
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David S. Klimstra
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Michael H. Roehrl
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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7
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Borst R, Meyaard L, Pascoal Ramos MI. Understanding the matrix: collagen modifications in tumors and their implications for immunotherapy. J Transl Med 2024; 22:382. [PMID: 38659022 PMCID: PMC11040975 DOI: 10.1186/s12967-024-05199-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 04/13/2024] [Indexed: 04/26/2024] Open
Abstract
Tumors are highly complex and heterogenous ecosystems where malignant cells interact with healthy cells and the surrounding extracellular matrix (ECM). Solid tumors contain large ECM deposits that can constitute up to 60% of the tumor mass. This supports the survival and growth of cancerous cells and plays a critical role in the response to immune therapy. There is untapped potential in targeting the ECM and cell-ECM interactions to improve existing immune therapy and explore novel therapeutic strategies. The most abundant proteins in the ECM are the collagen family. There are 28 different collagen subtypes that can undergo several post-translational modifications (PTMs), which alter both their structure and functionality. Here, we review current knowledge on tumor collagen composition and the consequences of collagen PTMs affecting receptor binding, cell migration and tumor stiffness. Furthermore, we discuss how these alterations impact tumor immune responses and how collagen could be targeted to treat cancer.
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Affiliation(s)
- Rowie Borst
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Linde Meyaard
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - M Ines Pascoal Ramos
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
- Oncode Institute, Utrecht, The Netherlands.
- Champalimaud Research, Champalimaud Centre for the Unknown, Lisbon, Portugal.
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8
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Zhou Y, Tian J, Zhu Y, Zhang Y, Zhao X. Multilevel chitosan-gelatin particles loaded with P4HA1 siRNA suppress glioma development. Drug Deliv Transl Res 2024; 14:665-677. [PMID: 37667088 DOI: 10.1007/s13346-023-01422-8] [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] [Accepted: 08/28/2023] [Indexed: 09/06/2023]
Abstract
It has been reported that prolyl 4-hydroxylase subunit alpha 1 (P4HA1) promoted tumor growth and metastasis of glioma; thus, targeting P4HA1 may be a promising therapeutic strategy against glioma. In consideration of the instability of siRNA in vivo, the chitosan-gelatin microspheres loaded with P4HA1 siRNA (P4HA1 siRNA@CGM) were employed. Firstly, the gel electrophoresis and hemolytic test were performed to assess the stability and blood compatibility of P4HA1 siRNA@CGM. Then, methyl thiazolyl tetrazolium (MTT), cell colony formation, Transwell assay, wound healing assay, gliosphere formation, tube formation, and Western blot were performed to assess the effects of P4HA1 siRNA@CGM on the biological functions of glioma. Finally, 125I-labeled P4HA1 siRNA@CGM was injected into the xenograft mice, radionuclide imaging was recorded, Ki67 and terminal deoxynucleoitidyl transferase-mediated nick end labeling (TUNEL) staining was performed to assess the effects of P4HA1 siRNA@CGM on tumor growth and apoptosis of glioma in vivo. The results showed that P4HA1 siRNA and P4HA1 siRNA@CGM not only markedly inhibited the proliferation, metastasis, gliosphere formation, and the protein levels of interstitial markers (N-cadherin and vimentin) and the transcription factors of epithelial-mesenchymal transition (EMT) (Snail, Slug, and Twist1) in glioma cells, but also inhibited the tube formation in human brain microvascular endothelial cells (HBMECs), and P4HA1 siRNA@CGM exhibited the better inhibitory effects than P4HA1 siRNA. Above results suggested the feasibility of P4HA1 siRNA@CGM in the clinical treatment of glioma.
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Affiliation(s)
- Yiting Zhou
- Department of Intervention Therapy, The Affiliated Hospital of Jiangnan University, Wuxi, 214002, China
| | - Jiajia Tian
- Department of Neurosurgery, The Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University, Wuxi, 214000, China
| | - Yi Zhu
- Department of Neurosurgery, Medical School of Nantong University, Nantong University, Nantong, 226019, China
- Department of Neurosurgery, Wuxi No. 2 People's Hospital, Affiliated Wuxi Clinical College of Nantong University, Wuxi, 214002, China
| | - Yating Zhang
- Department of Neurosurgery, Medical School of Nantong University, Nantong University, Nantong, 226019, China
- Department of Neurosurgery, Wuxi No. 2 People's Hospital, Affiliated Wuxi Clinical College of Nantong University, Wuxi, 214002, China
| | - Xudong Zhao
- Department of Neurosurgery, Jiangnan University Medical Center, Wuxi, 214005, China.
- Department of Neurosurgery, The Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University, Wuxi, 214002, China.
- Wuxi Neurosurgical Institute, Wuxi, 214002, China.
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9
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Tanaka A, Ogawa M, Zhou Y, Namba K, Hendrickson RC, Miele MM, Li Z, Klimstra DS, Buckley PG, Gulcher J, Wang JY, Roehrl MHA. Proteogenomic characterization of primary colorectal cancer and metastatic progression identifies proteome-based subtypes and signatures. Cell Rep 2024; 43:113810. [PMID: 38377004 PMCID: PMC11288375 DOI: 10.1016/j.celrep.2024.113810] [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: 11/20/2022] [Revised: 10/26/2023] [Accepted: 02/01/2024] [Indexed: 02/22/2024] Open
Abstract
Metastatic progression of colorectal adenocarcinoma (CRC) remains poorly understood and poses significant challenges for treatment. To overcome these challenges, we performed multiomics analyses of primary CRC and liver metastases. Genomic alterations, such as structural variants or copy number alterations, were enriched in oncogenes and tumor suppressor genes and increased in metastases. Unsupervised mass spectrometry-based proteomics of 135 primary and 123 metastatic CRCs uncovered distinct proteomic subtypes, three each for primary and metastatic CRCs, respectively. Integrated analyses revealed that hypoxia, stemness, and immune signatures characterize these 6 subtypes. Hypoxic CRC harbors high epithelial-to-mesenchymal transition features and metabolic adaptation. CRC with a stemness signature shows high oncogenic pathway activation and alternative telomere lengthening (ALT) phenotype, especially in metastatic lesions. Tumor microenvironment analysis shows immune evasion via modulation of major histocompatibility complex (MHC) class I/II and antigen processing pathways. This study characterizes both primary and metastatic CRCs and provides a large proteogenomics dataset of metastatic progression.
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Affiliation(s)
- Atsushi Tanaka
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Makiko Ogawa
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yihua Zhou
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; ICU Department, Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Kei Namba
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of General Thoracic Surgery and Breast and Endocrinological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Ronald C Hendrickson
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Matthew M Miele
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zhuoning Li
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David S Klimstra
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Paige.AI, New York, NY, USA
| | | | | | | | - Michael H A Roehrl
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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10
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Gou W, Song B, Yang Y. P4HA1 expression and function in esophageal squamous cell carcinoma. Medicine (Baltimore) 2023; 102:e36800. [PMID: 38134053 PMCID: PMC10735103 DOI: 10.1097/md.0000000000036800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023] Open
Abstract
This study aimed to explore the effect of P4HA1 (prolyl 4-hydroxylase subunit α1) and its ratio on the prognosis of esophageal squamous cell carcinoma. The expression data of P4HA1 in esophageal cancer in The Cancer Genome Atlas and Genotype-Tissue Expression were collected using the public database gene expression profiling interactive analysis. The expression levels of P4HA1 were examined by immunohistochemistry. The relationship between P4HA1 expression and clinicopathological parameters was analyzed the χ2 test. Survival analysis was performed to investigate the effect of P4HA1 and its ratio on prognosis. Compared with normal esophageal mucosal epithelium, there was higher P4HA1 gene mRNA in esophageal cancer tissue. Regarding the expression level, no significant difference was observed in patients with stage I-IV esophageal cancer. Immunohistochemistry showed that P4HA1 was highly expressed in esophageal squamous cell carcinoma (68.7%), while it was negatively expressed in paracancerous tissues. There was a significant difference in expression between cancer and adjacent tissues. The expression of P4HA1 associated with the degree of tumor differentiation, site, lymph node metastasis, and tumor node metastasis stage. The prognostic factors that affected the OS (overall survival) of esophageal cancer patients were the degree of differentiation, lymph node metastasis, and P4HA1 expression. Multivariate analysis of the OS results of patients showed that lymph node metastases and P4HA1 expression were independent prognostic factors that affected the OS of esophageal cancer patients. The prognostic factors affecting the PFS (progression-free survival) of esophageal cancer patients in the univariate survival analysis were as follows: degree of differentiation, lymph node metastasis, and P4HA1 expression. In addition, multivariate analysis of the PFS results of patients showed that lymph node metastasis and P4HA1 expression were independent prognostic factors that affected the PFS of esophageal cancer patients. P4HA1 may be a novel potential biomarker for the early diagnosis, prognosis, and targeted therapy of esophageal cancer.
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Affiliation(s)
- Wenbin Gou
- Department of Pathology, People’s Hospital of Wanning, Wanning, Hainan Province, China
| | - Beiwen Song
- Department of Endoscopy, People’s Hospital of Wanning, Wanning, Hainan Province, China
| | - Yongqiang Yang
- Department of Endoscopy, People’s Hospital of Wanning, Wanning, Hainan Province, China
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Ye C, Huang Y, Gao Y, Zhu S, Yuan J. Exploring the glycolytic cross-talk genes between inflammatory bowel disease and colorectal cancer. Funct Integr Genomics 2023; 23:230. [PMID: 37428395 PMCID: PMC10333365 DOI: 10.1007/s10142-023-01170-5] [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: 03/23/2023] [Revised: 07/03/2023] [Accepted: 07/04/2023] [Indexed: 07/11/2023]
Abstract
Patients with inflammatory bowel disease (IBD) have a higher risk of developing colorectal cancer (CRC). Glycolysis is involved in the development of both IBD and CRC. However, the mechanisms and outcomes of glycolysis shared between IBD and CRC remain unclear. This study aimed to explore the glycolytic cross-talk genes between IBD and CRC integrating bioinformatics and machine learning. With WGCNA, LASSO, COX, and SVM-RFE algorithms, P4HA1 and PMM2 were identified as glycolytic cross-talk genes. The independent risk signature of P4HA1 and PMM2 was constructed to predict the overall survival rate of patients with CRC. The risk signature correlated with clinical characteristics, prognosis, tumor microenvironment, immune checkpoint, mutants, cancer stemness, and chemotherapeutic drug sensitivity. CRC patients with high risk have increased microsatellite instability, tumor mutation burden. The nomogram integrating risk score, tumor stage, and age showed high accuracy for predicting overall survival rate. In addition, the diagnostic model for IBD based on P4HA1 and PMM2 showed excellent accuracy. Finally, immunohistochemistry results showed that P4HA1 and PMM2 were significantly upregulated in IBD and CRC. Our study reveals the presence of glycolytic cross-talk genes P4HA1 and PMM2 between IBD and CRC. This may prove to be beneficial in advancing research on the mechanism of development of IBD-associated CRC.
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Affiliation(s)
- Chenglin Ye
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, Hubei, People's Republic of China
| | - Yabing Huang
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, Hubei, People's Republic of China
| | - Yuan Gao
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, Hubei, People's Republic of China
| | - Sizhe Zhu
- Department of Otolaryngology-Head and Neck Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences and Technology, Wuhan, Hubei, People's Republic of China.
| | - Jingping Yuan
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, Hubei, People's Republic of China.
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12
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Agarwal S, Afaq F, Bajpai P, Behring M, Kim HG, Varambally A, Chandrashekar DS, Peter S, Al Diffalha S, Khushman M, Seeber A, Varambally S, Manne U. BZW2 Inhibition Reduces Colorectal Cancer Growth and Metastasis. Mol Cancer Res 2023; 21:698-712. [PMID: 37067340 PMCID: PMC10329991 DOI: 10.1158/1541-7786.mcr-23-0003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 02/06/2023] [Accepted: 03/17/2023] [Indexed: 04/18/2023]
Abstract
Because survival of patients with metastatic colorectal cancer remain poor, there is an urgent need to identify potential novel druggable targets that are associated with colorectal cancer progression. One such target, basic leucine zipper and W2 domains 2 (BZW2), is involved in regulation of protein translation, and its overexpression is associated with human malignancy. Thus, we investigated the expression and regulation of BZW2, assessed its role in activation of WNT/β-catenin signaling, identified its downstream molecules, and demonstrated its involvement in metastasis of colorectal cancer. In human colorectal cancers, high mRNA and protein expression levels of BZW2 were associated with tumor progression. BZW2-knockdown reduced malignant phenotypes, including cell proliferation, invasion, and spheroid and colony formation. BZW2-knockdown also reduced tumor growth and metastasis; conversely, transfection of BZW2 into BZW2 low-expressing colorectal cancer cells promoted malignant features, including tumor growth and metastasis. BZW2 expression was coordinately regulated by microRNA-98, c-Myc, and histone methyltransferase enhancer of zeste homolog 2 (EZH2). RNA sequencing analyses of colorectal cancer cells modulated for BZW2 identified P4HA1 and the long noncoding RNAs, MALAT1 and NEAT1, as its downstream targets. Further, BZW2 activated the Wnt/β-catenin signaling pathway in colorectal cancers expressing wild-type β-catenin. In sum, our study suggests the possibility of targeting BZW2 expression by inhibiting EZH2 and/or c-Myc. IMPLICATIONS FDA-approved small-molecule inhibitors of EZH2 can indirectly target BZW2 and because BZW2 functions as an oncogene, these inhibitors could serve as therapeutic agents for colorectal cancer.
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Affiliation(s)
- Sumit Agarwal
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | - Farrukh Afaq
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | - Prachi Bajpai
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | - Michael Behring
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | - Hyung-Gyoon Kim
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | | | | | - Shajan Peter
- Department of Medicine, Division of Gastroenterology, University of Alabama at Birmingham, Birmingham, AL
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL
| | - Sameer Al Diffalha
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL
| | - Moh’d Khushman
- Department of Medicine, Division of Hematology and Oncology, Washington University, St. Louis, MO
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Sooryanarayana Varambally
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL
| | - Upender Manne
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL
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13
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Neto Í, Rocha J, Gaspar MM, Reis CP. Experimental Murine Models for Colorectal Cancer Research. Cancers (Basel) 2023; 15:2570. [PMID: 37174036 PMCID: PMC10177088 DOI: 10.3390/cancers15092570] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 04/25/2023] [Accepted: 04/26/2023] [Indexed: 05/15/2023] Open
Abstract
Colorectal cancer (CRC) is the third most prevalent malignancy worldwide and in both sexes. Numerous animal models for CRC have been established to study its biology, namely carcinogen-induced models (CIMs) and genetically engineered mouse models (GEMMs). CIMs are valuable for assessing colitis-related carcinogenesis and studying chemoprevention. On the other hand, CRC GEMMs have proven to be useful for evaluating the tumor microenvironment and systemic immune responses, which have contributed to the discovery of novel therapeutic approaches. Although metastatic disease can be induced by orthotopic injection of CRC cell lines, the resulting models are not representative of the full genetic diversity of the disease due to the limited number of cell lines suitable for this purpose. On the other hand, patient-derived xenografts (PDX) are the most reliable for preclinical drug development due to their ability to retain pathological and molecular characteristics. In this review, the authors discuss the various murine CRC models with a focus on their clinical relevance, benefits, and drawbacks. From all models discussed, murine CRC models will continue to be an important tool in advancing our understanding and treatment of this disease, but additional research is required to find a model that can correctly reflect the pathophysiology of CRC.
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Affiliation(s)
- Íris Neto
- Research Institute for Medicines (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal; (Í.N.); (J.R.)
| | - João Rocha
- Research Institute for Medicines (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal; (Í.N.); (J.R.)
| | - Maria Manuela Gaspar
- Research Institute for Medicines (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal; (Í.N.); (J.R.)
| | - Catarina P. Reis
- Research Institute for Medicines (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal; (Í.N.); (J.R.)
- Instituto de Biofísica e Engenharia Biomédica (IBEB), Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal
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14
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Baldari S, Di Modugno F, Nisticò P, Toietta G. Strategies for Efficient Targeting of Tumor Collagen for Cancer Therapy. Cancers (Basel) 2022; 14:cancers14194706. [PMID: 36230627 PMCID: PMC9563908 DOI: 10.3390/cancers14194706] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 09/21/2022] [Accepted: 09/22/2022] [Indexed: 11/25/2022] Open
Abstract
Simple Summary The tumor microenvironment encompasses the cellular and extracellular matrix components that support and shape the three-dimensional framework in which solid tumors develop and grow. The extracellular matrix of the tumor is characterized by increased deposition and aberrant architecture of collagen fibers. Therefore, as a key mechanical component of the tumor microenvironment, collagen plays a critical role in cancer progression, metastasis, and therapeutic response. To boost the efficacy of current anticancer therapies, including immunotherapy, innovative approaches should take into account strategies directed against the dysregulated non-cancer cell stromal components. In the current review, we provide an overview of the principal approaches to target tumor collagen to provide therapeutic benefits. Abstract The tumor stroma, which comprises stromal cells and non-cellular elements, is a critical component of the tumor microenvironment (TME). The dynamic interactions between the tumor cells and the stroma may promote tumor progression and metastasis and dictate resistance to established cancer therapies. Therefore, novel antitumor approaches should combine anticancer and anti-stroma strategies targeting dysregulated tumor extracellular matrix (ECM). ECM remodeling is a hallmark of solid tumors, leading to extensive biochemical and biomechanical changes, affecting cell signaling and tumor tissue three-dimensional architecture. Increased deposition of fibrillar collagen is the most distinctive alteration of the tumor ECM. Consequently, several anticancer therapeutic strategies have been developed to reduce excessive tumor collagen deposition. Herein, we provide an overview of the current advances and challenges of the main approaches aiming at tumor collagen normalization, which include targeted anticancer drug delivery, promotion of degradation, modulation of structure and biosynthesis of collagen, and targeting cancer-associated fibroblasts, which are the major extracellular matrix producers.
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Collagen Remodeling along Cancer Progression Providing a Novel Opportunity for Cancer Diagnosis and Treatment. Int J Mol Sci 2022; 23:ijms231810509. [PMID: 36142424 PMCID: PMC9502421 DOI: 10.3390/ijms231810509] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 09/01/2022] [Accepted: 09/07/2022] [Indexed: 12/12/2022] Open
Abstract
The extracellular matrix (ECM) is a significant factor in cancer progression. Collagens, as the main component of the ECM, are greatly remodeled alongside cancer development. More and more studies have confirmed that collagens changed from a barrier to providing assistance in cancer development. In this course, collagens cause remodeling alongside cancer progression, which in turn, promotes cancer development. The interaction between collagens and tumor cells is complex with biochemical and mechanical signals intervention through activating diverse signal pathways. As the mechanism gradually clears, it becomes a new target to find opportunities to diagnose and treat cancer. In this review, we investigated the process of collagen remodeling in cancer progression and discussed the interaction between collagens and cancer cells. Several typical effects associated with collagens were highlighted in the review, such as fibrillation in precancerous lesions, enhancing ECM stiffness, promoting angiogenesis, and guiding invasion. Then, the values of cancer diagnosis and prognosis were focused on. It is worth noting that several generated fragments in serum were reported to be able to be biomarkers for cancer diagnosis and prognosis, which is beneficial for clinic detection. At a glance, a variety of reported biomarkers were summarized. Many collagen-associated targets and drugs have been reported for cancer treatment in recent years. The new targets and related drugs were discussed in the review. The mass data were collected and classified by mechanism. Overall, the interaction of collagens and tumor cells is complicated, in which the mechanisms are not completely clear. A lot of collagen-associated biomarkers are excavated for cancer diagnosis. However, new therapeutic targets and related drugs are almost in clinical trials, with merely a few in clinical applications. So, more efforts are needed in collagens-associated studies and drug development for cancer research and treatment.
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16
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Tolonen J, Salo AM, Finnilä M, Aro E, Karjalainen E, Ronkainen V, Drushinin K, Merceron C, Izzi V, Schipani E, Myllyharju J. Reduced Bone Mass in Collagen Prolyl 4-Hydroxylase P4ha1 +/-; P4ha2 -/- Compound Mutant Mice. JBMR Plus 2022; 6:e10630. [PMID: 35720665 PMCID: PMC9189910 DOI: 10.1002/jbm4.10630] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 04/07/2022] [Accepted: 04/11/2022] [Indexed: 11/07/2022] Open
Abstract
Proper deposition of the extracellular matrix and its major components, the collagens, is essential for endochondral ossification and bone mass accrual. Collagen prolyl 4-hydroxylases (C-P4Hs) hydroxylate proline residues in the -X-Pro-Gly- repeats of all known collagen types. Their product, 4-hydroxyproline, is essential for correct folding and thermal stability of the triple-helical collagen molecules in physiological body temperatures. We have previously shown that inactivation of the mouse P4ha1 gene, which codes for the catalytic α subunit of the major C-P4H isoform, is embryonic lethal, whereas inactivation of the P4ha2 gene produced only a minor phenotype. Instead, mice with a haploinsufficiency of the P4ha1 gene combined with a homozygous deletion of the P4ha2 gene present with a moderate chondrodysplasia due to transient cell death of the growth plate chondrocytes. Here, to further characterize the bone phenotype of the P4ha1 +/-; P4ha2 -/- mice, we have carried out gene expression analyses at whole-tissue and single-cell levels, biochemical analyses, microcomputed tomography, histomorphometric analyses, and second harmonic generation microscopy to show that C-P4H α subunit expression peaks early and that the C-P4H deficiency leads to reduced collagen amount, a reduced rate of bone formation, and a loss of trabecular and cortical bone volume in the long bones. The total osteoblast number in the proximal P4ha1 +/-; P4ha2 -/- tibia and the C-P4H activity in primary P4ha1 +/-; P4ha2 -/- osteoblasts were reduced, whereas the population of osteoprogenitor colony-forming unit fibroblasts was increased in the P4ha1 +/-; P4ha2 -/- marrow. Thus, the P4ha1 +/-; P4ha2 -/- mouse model recapitulates key aspects of a recently recognized congenital connective tissue disorder with short stature and bone dysplasia caused by biallelic variants of the human P4HA1 gene. Altogether, the data demonstrate the allele dose-dependent importance of the C-P4Hs to the developing organism and a threshold effect of C-P4H activity in the proper production of bone matrix. © 2022 The Authors. JBMR Plus published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research.
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Affiliation(s)
- Jussi‐Pekka Tolonen
- Oulu Center for Cell‐Matrix ResearchUniversity of OuluOuluFinland
- Biocenter OuluUniversity of OuluOuluFinland
- Faculty of Biochemistry and Molecular MedicineUniversity of OuluOuluFinland
| | - Antti M Salo
- Oulu Center for Cell‐Matrix ResearchUniversity of OuluOuluFinland
- Biocenter OuluUniversity of OuluOuluFinland
- Faculty of Biochemistry and Molecular MedicineUniversity of OuluOuluFinland
| | - Mikko Finnilä
- Research Unit of Medical Imaging, Physics and Technology, Faculty of MedicineUniversity of OuluOuluFinland
| | - Ellinoora Aro
- Oulu Center for Cell‐Matrix ResearchUniversity of OuluOuluFinland
- Biocenter OuluUniversity of OuluOuluFinland
- Faculty of Biochemistry and Molecular MedicineUniversity of OuluOuluFinland
| | - Emma Karjalainen
- Oulu Center for Cell‐Matrix ResearchUniversity of OuluOuluFinland
- Biocenter OuluUniversity of OuluOuluFinland
- Faculty of Biochemistry and Molecular MedicineUniversity of OuluOuluFinland
| | | | - Kati Drushinin
- Oulu Center for Cell‐Matrix ResearchUniversity of OuluOuluFinland
- Biocenter OuluUniversity of OuluOuluFinland
- Faculty of Biochemistry and Molecular MedicineUniversity of OuluOuluFinland
| | - Christophe Merceron
- Departments of Orthopaedic Surgery, Medicine, and Cell and Developmental BiologyUniversity of Michigan School of MedicineAnn ArborMIUSA
| | - Valerio Izzi
- Oulu Center for Cell‐Matrix ResearchUniversity of OuluOuluFinland
- Faculty of Biochemistry and Molecular MedicineUniversity of OuluOuluFinland
- Research Unit of Biomedicine, Faculty of MedicineUniversity of OuluOuluFinland
- Finnish Cancer InstituteHelsinkiFinland
| | - Ernestina Schipani
- Departments of Orthopaedic Surgery, Medicine, and Cell and Developmental BiologyUniversity of Michigan School of MedicineAnn ArborMIUSA
- Present address:
McKay Laboratory, Department of Orthopedic SurgeryUniversity of Pennsylvania‐Perelman Medical SchoolPhiladelphiaPAUSA
| | - Johanna Myllyharju
- Oulu Center for Cell‐Matrix ResearchUniversity of OuluOuluFinland
- Biocenter OuluUniversity of OuluOuluFinland
- Faculty of Biochemistry and Molecular MedicineUniversity of OuluOuluFinland
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17
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Aragoneses-Cazorla G, Buendia-Nacarino MP, Mena ML, Luque-Garcia JL. A Multi-Omics Approach to Evaluate the Toxicity Mechanisms Associated with Silver Nanoparticles Exposure. NANOMATERIALS 2022; 12:nano12101762. [PMID: 35630985 PMCID: PMC9146515 DOI: 10.3390/nano12101762] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 05/11/2022] [Accepted: 05/19/2022] [Indexed: 11/16/2022]
Abstract
Silver nanoparticles (AgNPs) are currently used in many different industrial, commercial and health fields, mainly due to their antibacterial properties. Due to this widespread use, humans and the environment are increasingly exposed to these types of nanoparticles, which is the reason why the evaluation of the potential toxicity associated with AgNPs is of great importance. Although some of the toxic effects induced by AgNPs have already been shown, the elucidation of more complete mechanisms is yet to be achieved. In this sense, and since the integration of metabolomics and transcriptomics approaches constitutes a very useful strategy, in the present study targeted and untargeted metabolomics and DNA microarrays assays have been combined to evaluate the molecular mechanisms involved in the toxicity induced by 10 nm AgNPs. The results have shown that AgNPs induce the synthesis of glutathione as a cellular defense mechanism to face the oxidative environment, while inducing the depletion of relevant molecules implicated in the synthesis of important antioxidants. In addition, it has been observed that AgNPs completely impair the intracellular energetic metabolism, especially affecting the production of adenosine triphosphate (ATP) and disrupting the tricarboxylic acids cycle. It has been demonstrated that AgNPs exposure also affects the glycolysis pathway. The effect on such pathway differs depending on the step of the cycle, which a significant increase in the levels of glucose as way to counterbalance the depleted levels of ATP.
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18
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Agarwal S, Afaq F, Bajpai P, Kim H, Elkholy A, Behring M, Chandrashekar DS, Diffalha SA, Khushman M, Sugandha SP, Varambally S, Manne U. DCZ0415, a small-molecule inhibitor targeting TRIP13, inhibits EMT and metastasis via inactivation of the FGFR4/STAT3 axis and the Wnt/β-catenin pathway in colorectal cancer. Mol Oncol 2022; 16:1728-1745. [PMID: 35194944 PMCID: PMC9019876 DOI: 10.1002/1878-0261.13201] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 02/10/2022] [Accepted: 02/21/2022] [Indexed: 11/11/2022] Open
Abstract
Thyroid receptor-interacting protein 13 (TRIP13), a protein of the AAA-ATPase family, is upregulated in various human cancers, including colorectal cancer (CRC). This study focused on the inhibition of TRIP13-induced CRC progression and signalling by DCZ0415, a small molecule targeting TRIP13. It demonstrated potent antitumour activity in TRIP13-deregulated cancer cell lines, regardless of their p53, KRAS, BRAF, epidermal growth factor receptor or microsatellite instability status. The treatment of CRC cells with DCZ0415 resulted in decreased cell proliferation, induced cell cycle arrest in the G2-M phase and increased apoptosis. DCZ0415 diminished xenograft tumour growth and metastasis of CRC in immunocompromised mice. DCZ0415 reduced expression of fibroblast growth factor receptor 4 (FGFR4), signal transducer and activator of transcription 3 (STAT3), and proteins associated with the epithelial-mesenchymal transition and nuclear factor kappa B (NF-κB) pathways in cells and xenografts exhibiting high expression of TRIP13. Additionally, DCZ0415 decreased cyclin D1, β-catenin and T-cell factor 1, leading to the inactivation of the Wnt/β-catenin pathway. In a syngeneic CRC model, DCZ0415 treatment induced an immune response by decreasing PD1 and CTLA4 levels and increasing granzyme B, perforin and interferon gamma. In sum, DCZ04145 inhibits the TRIP13-FGFR4-STAT3 axis, inactivates NF-κB and Wnt/β-catenin signalling, activates antitumour immune response and reduces the progression and metastasis of CRC. This study provides a rationale to evaluate DCZ0415 clinically for the treatment of a subset of CRCs that exhibit dysregulated TRIP13 and FGFR4.
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Affiliation(s)
- Sumit Agarwal
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | - Farrukh Afaq
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | - Prachi Bajpai
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | - Hyung‐Gyoon Kim
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | - Amr Elkholy
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | - Michael Behring
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | | | - Sameer Al Diffalha
- Department of PathologyUniversity of Alabama at BirminghamALUSA
- O’Neal Comprehensive Cancer CenterUniversity of Alabama at BirminghamALUSA
| | - Moh’d Khushman
- O’Neal Comprehensive Cancer CenterUniversity of Alabama at BirminghamALUSA
- Department of MedicineDivision of Medical OncologyUniversity of Alabama at BirminghamALUSA
| | - Shajan P. Sugandha
- Department of MedicineDivision of GastroenterologyUniversity of Alabama at BirminghamALUSA
| | - Sooryanarayana Varambally
- Department of PathologyUniversity of Alabama at BirminghamALUSA
- O’Neal Comprehensive Cancer CenterUniversity of Alabama at BirminghamALUSA
| | - Upender Manne
- Department of PathologyUniversity of Alabama at BirminghamALUSA
- O’Neal Comprehensive Cancer CenterUniversity of Alabama at BirminghamALUSA
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19
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Shi R, Zhang Z, Zhu A, Xiong X, Zhang J, Xu J, Sy MS, Li C. Targeting Type I Collagen for Cancer Treatment. Int J Cancer 2022; 151:665-683. [PMID: 35225360 DOI: 10.1002/ijc.33985] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 02/11/2022] [Accepted: 02/14/2022] [Indexed: 11/07/2022]
Abstract
Collagen is the most abundant protein in animals. Interactions between tumor cells and collagen influence every step of tumor development. Type I collagen is the main fibrillar collagen in the extracellular matrix and is frequently up-regulated during tumorigenesis. The binding of type I collagen to its receptors on tumor cells promotes tumor cell proliferation, epithelial-mesenchymal transition, and metastasis. Type I collagen also regulates the efficacy of tumor therapies, such as chemotherapy, radiotherapy, and immunotherapy. Furthermore, type I collagen fragments are diagnostic markers of metastatic tumors and have prognostic value. Inhibition of type I collagen synthesis has been reported to have anti-tumor effects in animal models. However, collagen has also been shown to possess anti-tumor activity. Therefore, the roles that type I collagen plays in tumor biology are complex and tumor type-dependent. In this review, we discuss the expression and regulation of synthesis of type I collagen, as well as the role up-regulated type I collagen plays in various stages of cancer progression. We also discuss the role of collagen in tumor therapy. Finally, we highlight several recent approaches targeting type I collagen for cancer treatment. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Run Shi
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, Key Laboratory for Cell Homeostasis and Cancer Research of Guangdong High Education Institute, Guangzhou, China
| | - Zhe Zhang
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, Key Laboratory for Cell Homeostasis and Cancer Research of Guangdong High Education Institute, Guangzhou, China
| | - Ankai Zhu
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, Key Laboratory for Cell Homeostasis and Cancer Research of Guangdong High Education Institute, Guangzhou, China
| | - Xingxing Xiong
- Department of Operating Room, Jiangxi Cancer Hospital of Nanchang University, Nanchang, China
| | - Jie Zhang
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, Key Laboratory for Cell Homeostasis and Cancer Research of Guangdong High Education Institute, Guangzhou, China
| | - Jiang Xu
- Department of Stomatology, First Affiliated Hospital, School of Medicine, Shihezi University, Shihezi, China
| | - Man-Sun Sy
- Department of Pathology, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Chaoyang Li
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, Key Laboratory for Cell Homeostasis and Cancer Research of Guangdong High Education Institute, Guangzhou, China
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20
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Zhu X, Lv L, Wang M, Fan C, Lu X, Jin M, Li S, Wang F. DNMT1 facilitates growth of breast cancer by inducing MEG3 hyper-methylation. Cancer Cell Int 2022; 22:56. [PMID: 35109842 PMCID: PMC8812010 DOI: 10.1186/s12935-022-02463-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 01/11/2022] [Indexed: 11/25/2022] Open
Abstract
Background To understand the effect of DNMT1-mediated MEG3 promoter methylation on breast cancer progression. Methods Expression of DNMT1, MEG3 and miR-494-3p was assayed by qRT-PCR and western blot. Methylation-specific PCR was used to examine MEG3 promoter methylation level. ChIP, RNA binding protein immunoprecipitation assay and dual-luciferase reporter gene assay were applied to verify interaction between DNMT1 and MEG3, miR-494-3p and MEG3 and OTUD4. CCK-8, wound healing and Transwell assays were used to detect biological functions of breast cancer cells. Tumor growth was observed by tumor xenograft model. Results DNMT1 and miR-494-3p were highly expressed while MEG3 and OTUD4 were lowly expressed in breast cancer cells. Knockdown of DNMT1 inhibited progression of breast cancer cells by enhance MEG3 expression through demethylation. MEG3 could downregulate miR-494-3p expression, and OTUD4 was a target of miR-494-3p. Upregulation of MEG3 and downregulation of miR-494-3p both inhibited malignant behavior of cells in vitro. In addition, high MEG3 expression restrained growth of breast cancer in vivo. Conclusion Briefly, our results demonstrated that, DNMT1 induced methylation of MEG3 promoter, and played a key role in breast cancer growth throughmiR-494-3p/OTUD4 axis. These findings provide new insights into molecular therapeutic targets for breast cancer. Supplementary Information The online version contains supplementary material available at 10.1186/s12935-022-02463-8.
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Affiliation(s)
- Xiaotao Zhu
- Department of Thyroid Breast Surgery, Jinhua Municipal Central Hospital, No. 365 East Renmin Road, Jinhua, 321000, Zhejiang, China
| | - Lin Lv
- Department of Thyroid Breast Surgery, Jinhua Municipal Central Hospital, No. 365 East Renmin Road, Jinhua, 321000, Zhejiang, China
| | - Mingzheng Wang
- Department of Thyroid Breast Surgery, Jinhua Municipal Central Hospital, No. 365 East Renmin Road, Jinhua, 321000, Zhejiang, China
| | - Chen Fan
- Department of Breast Surgery, Women and Children Branch of Jinhua Municipal Central Hospital, Jinhua, 321000, China
| | - Xiaofeng Lu
- Department of Thyroid Breast Surgery, Jinhua Municipal Central Hospital, No. 365 East Renmin Road, Jinhua, 321000, Zhejiang, China
| | - Miaomiao Jin
- Department of Thyroid Breast Surgery, Jinhua Municipal Central Hospital, No. 365 East Renmin Road, Jinhua, 321000, Zhejiang, China
| | - Shuguang Li
- Department of Thyroid Breast Surgery, Jinhua Municipal Central Hospital, No. 365 East Renmin Road, Jinhua, 321000, Zhejiang, China
| | - Fan Wang
- Department of Thyroid Breast Surgery, Jinhua Municipal Central Hospital, No. 365 East Renmin Road, Jinhua, 321000, Zhejiang, China.
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21
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Sharma M, Arora I, Chen M, Wu H, Crowley MR, Tollefsbol TO, Li Y. Therapeutic Effects of Dietary Soybean Genistein on Triple-Negative Breast Cancer via Regulation of Epigenetic Mechanisms. Nutrients 2021; 13:3944. [PMID: 34836197 PMCID: PMC8623013 DOI: 10.3390/nu13113944] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 11/01/2021] [Accepted: 11/02/2021] [Indexed: 12/22/2022] Open
Abstract
Consumption of dietary natural components such as genistein (GE) found in soy-rich sources is strongly associated with a lower risk of breast cancer. However, bioactive dietary component-based therapeutic strategies are largely understudied in breast cancer treatment. Our investigation sought to elucidate the potential mechanisms linking bioactive dietary GE to its breast cancer chemotherapeutic potential in a special subtype of aggressive breast cancer-triple-negative breast cancer (TNBC)-by utilizing two preclinical patient-derived xenograft (PDX) orthotopic mouse models: BCM-3204 and TM00091. Our study revealed that administration of GE resulted in a delay of tumor growth in both PDX models. With transcriptomics analyses in TNBC tumors isolated from BCM-3204 PDXs, we found that dietary soybean GE significantly influenced multiple tumor-regulated gene expressions. Further validation assessment of six candidate differentially expressed genes (DEGs)-Cd74, Lpl, Ifi44, Fzd9, Sat1 and Wwc1-demonstrated a similar trend at gene transcriptional and protein levels as observed in RNA-sequencing results. Mechanistically, GE treatment-induced Cd74 downregulation regulated the NF-κB/Bcl-xL/TAp63 signal pathway, which may contribute to soybean GE-mediated therapeutic effects on TNBC tumors. Additionally, our findings revealed that GE can modify expression levels of key epigenetic-associated genes such as DNA methyltransferases (Dnmt3b), ten-eleven translocation (Tet3) methylcytosine dioxygenases and histone deacetyltransferase (Hdac2), and their enzymatic activities as well as genomic DNA methylation and histone methylation (H3K9) levels. Collectively, our investigation shows high significance for potential development of a novel therapeutic approach by using bioactive soybean GE for TNBC patients who have few treatment options.
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Affiliation(s)
- Manvi Sharma
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (M.S.); (I.A.); (H.W.)
| | - Itika Arora
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (M.S.); (I.A.); (H.W.)
| | - Min Chen
- Department of Pharmacology and Toxicology, University of Alabama at Birmingham, Birmingham, AL 35294, USA;
| | - Huixin Wu
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (M.S.); (I.A.); (H.W.)
| | - Michael R. Crowley
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA;
| | - Trygve O. Tollefsbol
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL 35294, USA; (M.S.); (I.A.); (H.W.)
- O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL 35294, USA
- Integrative Center for Aging Research, University of Alabama at Birmingham, Birmingham, AL 35294, USA
- Nutrition Obesity Research Center, University of Alabama at Birmingham, Birmingham, AL 35294, USA
- Comprehensive Diabetes Center, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Yuanyuan Li
- Department of Obstetrics, Gynecology & Women’s Heath, University of Missouri, Columbia, MO 65211, USA
- Department of Surgery, University of Missouri, Columbia, MO 65211, USA
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22
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Mason LD, Chava S, Reddi KK, Gupta R. The BRD9/7 Inhibitor TP-472 Blocks Melanoma Tumor Growth by Suppressing ECM-Mediated Oncogenic Signaling and Inducing Apoptosis. Cancers (Basel) 2021; 13:cancers13215516. [PMID: 34771678 PMCID: PMC8582741 DOI: 10.3390/cancers13215516] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/26/2021] [Accepted: 11/01/2021] [Indexed: 12/12/2022] Open
Abstract
Melanoma accounts for the majority of all skin cancer-related deaths and only 1/3rd of melanoma patients with distal metastasis survive beyond five years. However, current therapies including BRAF/MEK targeted therapies or immunotherapies only benefit a subset of melanoma patients due to the emergence of intrinsic or extrinsic resistance mechanisms. Effective treatment of melanoma will thus require new and more effective therapeutic agents. Towards the goal of identifying new therapeutic agents, we conducted an unbiased, druggable epigenetic drug screen using a library of 32 epigenetic inhibitors obtained from the Structural Genome Consortium that targets proteins encoding for epigenetic regulators. This chemical genetic screening identified TP-472, which targets bromodomain-7/9, as the strongest inhibitor of melanoma growth in both short- and long-term survival assays and in mouse models of melanoma tumor growth. Mechanistically, using a transcriptome-wide mRNA sequencing profile we identified TP-472 treatment downregulates genes encoding various extracellular matrix (ECM) proteins, including integrins, collagens, and fibronectins. Reactome-based functional pathway analyses revealed that many of the ECM proteins are involved in extracellular matrix interactions required for cancer cell growth and proliferation. TP-472 treatment also upregulated several pro-apoptotic genes that can inhibit melanoma growth. Collectively, our results identify BRD7/9 inhibitor TP-472 as a potentially useful therapeutic agent for melanoma therapy.
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Affiliation(s)
- Lawrence David Mason
- Department of Biochemistry and Molecular Genetics, University of Alabama at Birmingham, Birmingham, AL 35322, USA; (L.D.M.); (S.C.); (K.K.R.)
| | - Suresh Chava
- Department of Biochemistry and Molecular Genetics, University of Alabama at Birmingham, Birmingham, AL 35322, USA; (L.D.M.); (S.C.); (K.K.R.)
| | - Kiran Kumar Reddi
- Department of Biochemistry and Molecular Genetics, University of Alabama at Birmingham, Birmingham, AL 35322, USA; (L.D.M.); (S.C.); (K.K.R.)
| | - Romi Gupta
- Department of Biochemistry and Molecular Genetics, University of Alabama at Birmingham, Birmingham, AL 35322, USA; (L.D.M.); (S.C.); (K.K.R.)
- O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL 35322, USA
- Correspondence: ; Tel.: +1-205-934-6207
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23
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Chen Z, Chen M, Xue Z, Zhu X. Comprehensive Analysis of Gene Expression Profiles Identifies a P4HA1-Related Gene Panel as a Prognostic Model in Colorectal Cancer Patients. Cancer Biother Radiopharm 2021; 36:693-704. [PMID: 34520234 DOI: 10.1089/cbr.2021.0242] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Objective: Colorectal cancer (CRC) is the leading cause of mortality worldwide. Growing evidence suggests that the current pathological staging system is inadequate for efficient and accurate prognosis. In this study, we aim to build a prognosis model to predict the survival outcome of CRC patients by using gene expression profiles from The Cancer Genome Atlas (TCGA). Materials and Methods: Univariate and multivariate Cox regression analysis were used to assess the relationship between clinical factors and P4HA1 expression regarding the prognosis of patients with colon adenocarcinoma (COAD). The least absolute shrinkage and selection operator (LASSO) Cox regression model was used to select prognostic differential expression genes (DEGs) for the construction of prognostic risk score model. Kaplan-Meier and receiver operating characteristic (ROC) survival analysis were used to assess the performance of the model on both TCGA cohort and an independent dataset GSE39582. Results: Overexpression of P4HA1 was confirmed to be associated with poor clinical outcome of colon cancer patients in both TCGA and GSE39582 cohorts. Using the TCGA cohort, we identified 1528 DEGs related to elevated P4HA1 expression, and we established a 11-gene panel to construct the prognostic risk score model by LASSO Cox regression analysis based on their expression profiles. The 11-gene signature was further validated in the independent dataset GSE39582. Time-dependent ROC curves indicated good performance of our model in predicting 1, 2, and 3-years overall survival in COAD patients. Additionally, gene set enrichment analysis indicated that the 11-gene signature was related to pathways involved in tumor progression. Conclusions: Together, we have established a 11-gene signature significantly associated with prognosis in COAD patients, which could serve as a promising tool for clinical application in the future.
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Affiliation(s)
- Zhangxing Chen
- Department of Gastroenterology, Chenggong Hospital, Xiamen University, Xiamen, China
| | - Meiyan Chen
- Department of Gastroenterology, Chenggong Hospital, Xiamen University, Xiamen, China
| | - Zengyan Xue
- Department of Gastroenterology, Chenggong Hospital, Xiamen University, Xiamen, China
| | - Xiaosan Zhu
- Department of Gastroenterology, Chenggong Hospital, Xiamen University, Xiamen, China
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24
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Shi R, Gao S, Zhang J, Xu J, Graham LM, Yang X, Li C. Collagen prolyl 4-hydroxylases modify tumor progression. Acta Biochim Biophys Sin (Shanghai) 2021; 53:805-814. [PMID: 34009234 DOI: 10.1093/abbs/gmab065] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Indexed: 12/12/2022] Open
Abstract
Collagen is the main component of the extracellular matrix. Hydroxylation of proline residues on collagen, catalyzed by collagen prolyl 4-hydroxylase (C-P4H), is essential for the stability of the collagen triple helix. Vertebrate C-P4H is an α2β2 tetramer with three isoenzymes differing in the catalytic α-subunits, which are encoded by P4HA1, P4HA2, and P4HA3 genes. In contrast, β-subunit is encoded by a single gene P4HB. The expressions of P4HAs and P4HB are regulated by multiple cellular factors, including cytokines, transcription factors, and microRNAs. P4HAs and P4HB are highly expressed in many tumors and participate in cancer progression. Several inhibitors of P4HAs and P4HB have been confirmed to have anti-tumor effects, suggesting that targeting C-P4H is a feasible strategy for cancer treatment. Here, we summarize recent progresses on the function and expression of regulatory mechanisms of C-P4H in cancer progression and point out the potential development of therapeutic strategies in targeting C-P4H in the future.
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Affiliation(s)
- Run Shi
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, Guangzhou 510095, China
| | - Shanshan Gao
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, Guangzhou 510095, China
| | - Jie Zhang
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, Guangzhou 510095, China
| | - Jiang Xu
- Department of Stomatology, The First Affiliated Hospital, School of Medicine, Shihezi University, Shihezi 832008, China
| | - Linda M Graham
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Xiaowen Yang
- Department of the First Abdominal Surgery, The Affiliated Tumor Hospital of Nanchang University, Jiangxi Cancer Center, Nanchang 330029, China
| | - Chaoyang Li
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, Guangzhou 510095, China
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25
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Robinson AD, Chakravarthi BVSK, Agarwal S, Chandrashekar DS, Davenport ML, Chen G, Manne U, Beer DG, Edmonds MD, Varambally S. Collagen modifying enzyme P4HA1 is overexpressed and plays a role in lung adenocarcinoma. Transl Oncol 2021; 14:101128. [PMID: 34049151 PMCID: PMC8170159 DOI: 10.1016/j.tranon.2021.101128] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 04/20/2021] [Accepted: 05/18/2021] [Indexed: 12/16/2022] Open
Abstract
Lung cancer is the leading cause of cancer-related deaths globally and is histologically defined as either small cell lung cancer (SCLC) or non-small cell lung cancer (NSCLC), with the latter accounting for 80% of all lung cancers. The 5-year overall survival rate for lung cancer patients is low as it is often discovered at advanced stages when potential cure by surgical resection is no longer an option. To identify a biomarker and target for lung cancer, we performed analysis of multiple datasets of lung cancer gene expression data. Our analyses indicated that the collagen-modifying enzyme Prolyl 4-Hydroxylase Subunit Alpha 1 (P4HA1) is overexpressed in NSCLC. Furthermore, our investigation found that overexpression of enzymes involved in this pathway predicts poor outcome for patients with lung adenocarcinoma. Our functional studies using knockdown strategies in lung cancer cell lines in vitro indicated that P4HA1 is critical for lung cancer growth, migration, and invasion. Additionally, diethyl pythiDC (PythiDC), a small molecule inhibitor, decreased the malignant phenotypes of lung cancer cells. Moreover, we found that miR-124 regulates and targets P4HA1 in lung cancer cells. Thus, our study suggests that collagen-modifying enzymes play an important role in lung cancer aggressiveness. Furthermore, our studies showed that P4HA1 is required for lung cancer cell growth and invasion, suggesting its potential as a valid therapeutic target in lung adenocarcinoma.
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Affiliation(s)
- Alyncia D Robinson
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Sumit Agarwal
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | | | - Guoan Chen
- School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Upender Manne
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - David G Beer
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Mick D Edmonds
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL, USA; O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, USA
| | - Sooryanarayana Varambally
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA; O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, USA; Informatics Institute, University of Alabama at Birmingham, USA.
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26
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Identification of a novel glycolysis-related gene signature for predicting the prognosis of osteosarcoma patients. Aging (Albany NY) 2021; 13:12896-12918. [PMID: 33952718 PMCID: PMC8148463 DOI: 10.18632/aging.202958] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 03/02/2021] [Indexed: 12/13/2022]
Abstract
Glycolysis ensures energy supply to cancer cells, thereby facilitating tumor progression. Here, we identified glycolysis-related genes that could predict the prognosis of patients with osteosarcoma. We examined 198 glycolysis-related genes that showed differential expression in metastatic and non-metastatic osteosarcoma samples in the TARGET database, and identified three genes (P4HA1, ABCB6, and STC2) for the establishment of a risk signature. Based on the signature, patients in the high-risk group had poor outcomes. An independent Gene Expression Omnibus database GSE21257 was selected as the validation cohort. Receiver operating characteristic curve analysis was performed and the accuracy of predicting the 1- and 3-year survival rates was shown by the areas under the curve. The results were 0.884 and 0.790 in the TARGET database, and 0.740 and 0.759 in the GSE21257, respectively. Furthermore, we applied ESTIMATE algorithm and performed single sample gene set enrichment analysis to compare tumor immunity between high- and low-risk groups. We found that the low-risk group had higher immune scores and immune infiltration levels than the high-risk group. Finally, we chose P4HA1 as a representative gene to verify the function of risk genes in vitro and in vivo and found that P4HA1 could promote the metastasis of osteosarcoma cells. Our study established a novel glycolysis-related risk signature that could predict the prognosis of patients with osteosarcoma.
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27
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Yang X, Miao S, Mao X, Xiu C, Sun J, Pei R, Jia S. LncRNA LINC-PINT Inhibits Malignant Behaviors of Laryngeal Squamous Cell Carcinoma Cells via Inhibiting ZEB1. Pathol Oncol Res 2021; 27:584466. [PMID: 34257531 PMCID: PMC8262191 DOI: 10.3389/pore.2021.584466] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 02/11/2021] [Indexed: 12/26/2022]
Abstract
Objective: Laryngeal squamous cell carcinoma (LSCC) belongs to head and neck squamous cell carcinoma (HNSCC), with dismal prognosis. Here, this study aims to disclose the role of LINC-PINT in cancer development, which may contribute to improving the clinical outcomes of LSCC treatment. Methods: LINC-PINT expression in LSCC tissues and in TU-177 and Hep-2 cells was quantified, and subsequently, the association between LINC-PINT and LSCC malignancies was analyzed. pcDNA3.1-LINC-PINT or pcDNA3.1-EZH2 was introduced into Hep-2 and TU-177 cells. qRT-PCR and Western blot analyses examined the levels of proteins related to the AKT/mTOR pathway and their phosphorylated proteins in Hep-2 and TU-177 cells. The viability as well as migration and invasion abilities of Hep-2 and TU-177 cells were determined. Also, the distribution of LINC-PINT in Hep-2 cells was investigated as well as the interplay between LINC-PINT and EZH2. The downstream genes that might interact with EZH2 were screened. Results: LINC-PINT expression was inhibited in LSCC tissues and in Hep-2 and TU-177 cells, whose downregulation was associated with unsatisfactory prognosis. LINC-PINT overexpression suppressed the proliferative, migratory and invasive capacities of Hep-2 and TU-177 cells. LINC-PINT, mainly expressing in nuclei, could enrich EZH2 to silence ZEB1. In Hep-2 and TU-177 cells, the inhibition of LINC-PINT or overexpression of ZEB1 could enhance cell proliferation, migration and invasion. The phosphorylated levels of proteins related to the AKT/mTOR pathway were declined in cells with LINC-PINT overexpression, and the levels of these phosphorylated proteins were increased in cells with LINC-PINT inhibition. Conclusion: LINC-PINT enriches EZH2 to silence ZEB1 and thus inhibits the proliferative, migratory, and invasive capacities of Hep-2 and TU-177 cells. In addition, LINC-PINT might exert its biological function through the AKT/mTOR pathway.
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Affiliation(s)
- Xianguang Yang
- Department of Head and Neck Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Susheng Miao
- Department of Head and Neck Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Xionghui Mao
- Department of Head and Neck Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Cheng Xiu
- Department of Head and Neck Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Ji Sun
- Department of Head and Neck Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Rong Pei
- Department of Head and Neck Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Shenshan Jia
- Department of Head and Neck Surgery, Harbin Medical University Cancer Hospital, Harbin, China
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28
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Zhang Q, Yin Y, Zhao H, Shi Y, Zhang W, Yang Z, Liu T, Huang Y, Yu Z. P4HA1 regulates human colorectal cancer cells through HIF1α-mediated Wnt signaling. Oncol Lett 2020; 21:145. [PMID: 33552264 PMCID: PMC7798045 DOI: 10.3892/ol.2020.12406] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 09/25/2020] [Indexed: 12/23/2022] Open
Abstract
Colorectal cancer (CRC) is the third most commonly diagnosed malignancy that is associated with high levels of mortality. CRCs are often associated with an aberrant wingless-type mouse mammary tumor virus integration site family (Wnt) signaling pathway known to be responsible for tumorigenesis and cancer progression. Other factors that contribute to CRC pathology include hypoxia, extracellular matrix and cellular microenvironment. In the present study, modulation of Wnt, a common molecular progenitor for CRC-associated pathology was evaluated. CRC tissues and specific cell lines were found to exhibit increased expression levels of prolyl 4-hydroxylase subunit α1 (P4HA1). P4HA1 expression was found to stabilize hypoxia inducible factor-1α (HIF1α). The silencing of P4HA1 resulted in decreased cell proliferation, cell cycle arrest in the G1 phase, decreased tumorsphere formation, decreased tumorsphere volume, increased susceptibility to 5-fluorouracil and increased caspase-3 activity. However, P4HA1 silencing resulted in the activation and thus proteasomal degradation of β-catenin, indicative of the abrogation of Wnt signaling pathway. Wnt is a critical signaling pathway and is activated in most CRCs. HIF1α is a poor prognostic marker in CRC. The present study provided preliminary evidence that HIF1α and the Wnt signaling pathway in CRC are modulated through P4HA1. P4HA1 may serve not just as a biomarker for CRC prognosis but may also be targeted for potential therapeutic intervention.
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Affiliation(s)
- Qiang Zhang
- Department of General Surgery, The Third Affiliated Hospital of Qiqihar Medical University, Qiqihar, Heilongjiang 161000, P.R. China
| | - Yue Yin
- Department of Scientific Research, The Third Affiliated Hospital of Qiqihar Medical University, Qiqihar, Heilongjiang 161000, P.R. China
| | - Hongye Zhao
- Department of Physiology, Qiqihar Medical University, Qiqihar, Heilongjiang 161006, P.R. China
| | - Yan Shi
- Department of Biochemistry, Qiqihar Medical University, Qiqihar, Heilongjiang 161006, P.R. China
| | - Wei Zhang
- Department of Endocrinology, The Third Affiliated Hospital of Qiqihar Medical University, Qiqihar, Heilongjiang 161000, P.R. China
| | - Zhengpeng Yang
- Department of General Surgery, The Third Affiliated Hospital of Qiqihar Medical University, Qiqihar, Heilongjiang 161000, P.R. China
| | - Tingting Liu
- Department of General Surgery, The Third Affiliated Hospital of Qiqihar Medical University, Qiqihar, Heilongjiang 161000, P.R. China
| | - Yonghong Huang
- Department of Biochemistry, Qiqihar Medical University, Qiqihar, Heilongjiang 161006, P.R. China
| | - Zhanjiang Yu
- Department of General Surgery, The Third Affiliated Hospital of Qiqihar Medical University, Qiqihar, Heilongjiang 161000, P.R. China
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29
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Moon B, Yang SJ, Park SM, Lee SH, Song KS, Jeong EJ, Park M, Kim JS, Yeom YI, Kim JA. LAD1 expression is associated with the metastatic potential of colorectal cancer cells. BMC Cancer 2020; 20:1180. [PMID: 33267790 PMCID: PMC7709356 DOI: 10.1186/s12885-020-07660-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Accepted: 11/18/2020] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Anchoring filament protein ladinin-1 (LAD1) was related to the aggressive progression of breast, lung, laryngeal and thyroid cancers. However, the association of LAD1 with colorectal cancer remained unknown. Here, to determine the relationship of LAD1 with colorectal cancer progression, we explored the effect of LAD1 loss on the malignant features of colorectal cancer cells. METHODS We constructed LAD1-depleted cell lines and examined the effect of LAD1 deficiency on the phenotypic and molecular features of colorectal cancer cells in vitro. The function of LAD1 in metastasis in vivo was examined by establishing a spleen-to-liver metastasis mouse model. LAD1 protein expression in colorectal cancer patient specimens was assessed by immunohistochemistry of tumor microarrays. RESULTS We found that LAD1 was abundant in most colorectal cancer cells. In addition, high expression of LAD1 significantly correlated with poor patient outcome. LAD1 depletion inhibited the migration and invasion of two different colorectal cancer cell lines, SW620 and Caco-2, without affecting their proliferation. In addition, LAD1 loss led to defects in liver metastasis of SW620 cells in the mouse model. Immunohistochemistry of colorectal cancer tissues revealed LAD1 enrichment in metastatic tissues compared to that in primary tumor and normal tissues. CONCLUSION These results suggest that LAD1 expression is associated with the metastatic progression of colorectal cancer by promoting the migration and invasion of cancer cells.
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Affiliation(s)
- Byul Moon
- Personalized Genomic Medicine Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, 34141, South Korea
- Department of Functional Genomics, KRIBB School of Bioscience, University of Science and Technology, Daejeon, 34113, South Korea
| | - Suk-Jin Yang
- Personalized Genomic Medicine Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, 34141, South Korea
- Present address: Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Seong Min Park
- Personalized Genomic Medicine Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, 34141, South Korea
- Present address: Translational Research Branch, Research Institute, National Cancer Center, Goyang, 10408, South Korea
| | - Sang-Hyun Lee
- Biotherapeutics Translational Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, 34141, South Korea
| | - Kyu Sang Song
- Department of Pathology, Chungnam National University College of Medicine, Daejeon, 34134, South Korea
| | - Eun-Jeong Jeong
- Biotherapeutics Translational Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, 34141, South Korea
- Department of Biological Science, College of Natural Sciences, Wonkwang University, Iksan, 54538, South Korea
| | - Mijin Park
- Personalized Genomic Medicine Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, 34141, South Korea
- Department of Functional Genomics, KRIBB School of Bioscience, University of Science and Technology, Daejeon, 34113, South Korea
| | - Jang-Seong Kim
- Department of Functional Genomics, KRIBB School of Bioscience, University of Science and Technology, Daejeon, 34113, South Korea
- Biotherapeutics Translational Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, 34141, South Korea
| | - Young Il Yeom
- Personalized Genomic Medicine Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, 34141, South Korea
- Department of Functional Genomics, KRIBB School of Bioscience, University of Science and Technology, Daejeon, 34113, South Korea
| | - Jung-Ae Kim
- Personalized Genomic Medicine Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, 34141, South Korea.
- Department of Functional Genomics, KRIBB School of Bioscience, University of Science and Technology, Daejeon, 34113, South Korea.
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30
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Agarwal S, Behring M, Kim H, Chandrashekar DS, Chakravarthi BVSK, Gupta N, Bajpai P, Elkholy A, Al Diffalha S, Datta PK, Heslin MJ, Varambally S, Manne U. TRIP13 promotes metastasis of colorectal cancer regardless of p53 and microsatellite instability status. Mol Oncol 2020; 14:3007-3029. [PMID: 33037736 PMCID: PMC7718953 DOI: 10.1002/1878-0261.12821] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 08/31/2020] [Accepted: 10/07/2020] [Indexed: 12/18/2022] Open
Abstract
Overexpression of TRIP13, a member of the AAA-ATPase family, is linked with various cancers, but its role in metastasis is unknown in colorectal cancer (CRC). In the current study, we investigated the role TRIP13 in experimental metastasis and its involvement in regulation of WNT/β-catenin and EGFR signaling pathways. Evaluation of formalin-fixed paraffin-embedded (FFPE) and frozen tissues of adenomas and CRCs, along with their corresponding normal samples, showed that TRIP13 was gradually increased in its phenotypic expression from adenoma to carcinoma and that its overexpression in CRCs was independent of patient's gender, age, race/ethnicity, pathologic stage, and p53 and microsatellite instability (MSI) status. Moreover, liver metastases of CRCs showed TRIP13 overexpression as compared to matched adjacent liver tissues, indicating the biological relevance of TRIP13 in CRC progression and metastasis. TRIP13 knockdown impeded colony formation, invasion, motility, and spheroid-forming capacity of CRC cells irrespective of their p53 and MSI status. Furthermore, xenograft studies demonstrated high expression of TRIP13 contributed to tumor growth and metastasis. Depletion of TRIP13 in CRC cells decreased metastasis and it was independent of the p53 and MSI status. Furthermore, TRIP13 interacted with a tyrosine kinase, FGFR4; this interaction could be essential for activation of the EGFR-AKT pathway. In addition, we demonstrated the involvement of TRIP13 in the Wnt signaling pathway and in the epithelial-mesenchymal transition. Cell-based assays revealed that miR-192 and PNPT1 regulate TRIP13 expression in CRC. Additionally, RNA sequencing of CRC cells with TRIP13 knockdown identified COL6A3, TREM2, SHC3, and KLK7 as downstream targets that may have functional relevance in TRIP13-mediated tumor growth and metastasis. In summary, our results demonstrated that TRIP13 promotes tumor growth and metastasis regardless of p53 and MSI status, and indicated that it is a target for therapy of CRC.
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Affiliation(s)
- Sumit Agarwal
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | - Michael Behring
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | - Hyung‐Gyoon Kim
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | | | | | - Nirzari Gupta
- Department of ChemistryUniversity of Alabama at BirminghamALUSA
| | - Prachi Bajpai
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | - Amr Elkholy
- Department of PathologyUniversity of Alabama at BirminghamALUSA
| | | | - Pran K. Datta
- Division of Hematology and OncologyDepartment of MedicineUniversity of Alabama at BirminghamALUSA
- Department of SurgeryUniversity of Alabama at BirminghamALUSA
- O'Neal Comprehensive Cancer CenterUniversity of Alabama at BirminghamALUSA
| | - Martin J. Heslin
- Department of SurgeryUniversity of Alabama at BirminghamALUSA
- O'Neal Comprehensive Cancer CenterUniversity of Alabama at BirminghamALUSA
| | - Sooryanarayana Varambally
- Department of PathologyUniversity of Alabama at BirminghamALUSA
- O'Neal Comprehensive Cancer CenterUniversity of Alabama at BirminghamALUSA
| | - Upender Manne
- Department of PathologyUniversity of Alabama at BirminghamALUSA
- Department of SurgeryUniversity of Alabama at BirminghamALUSA
- O'Neal Comprehensive Cancer CenterUniversity of Alabama at BirminghamALUSA
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Huang W, Chen J, Weng W, Xiang Y, Shi H, Shan Y. Development of cancer prognostic signature based on pan-cancer proteomics. Bioengineered 2020; 11:1368-1381. [PMID: 33200655 PMCID: PMC8291886 DOI: 10.1080/21655979.2020.1847398] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Utilizing genomic data to predict cancer prognosis was insufficient. Proteomics can improve our understanding of the etiology and progression of cancer and improve the assessment of cancer prognosis. And the Clinical Proteomic Tumor Analysis Consortium (CPTAC) has generated extensive proteomics data of the vast majority of tumors. Based on CPTAC, we can perform a proteomic pan-carcinoma analysis. We collected the proteomics data and clinical features of cancer patients from CPTAC. Then, we screened 69 differentially expressed proteins (DEPs) with R software in five cancers: hepatocellular carcinoma (HCC), children’s brain tumor tissue consortium (CBTTC), clear cell renal cell carcinoma (CCRC), lung adenocarcinoma (LUAD) and uterine corpus endometrial carcinoma (UCEC). GO and KEGG analysis were performed to clarify the function of these proteins. We also identified their interactions. The DEPs-based prognostic model for predicting over survival was identified by least absolute shrinkage and selection operator (LASSO)-Cox regression model in training cohort. Then, we used the time-dependent receiver operating characteristics analysis to evaluate the ability of the prognostic model to predict overall survival and validated it in validation cohort. The results showed that the DEPs-based prognostic model could accurately and effectively predict the survival rate of most cancers.
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Affiliation(s)
- Weiguo Huang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, Wenzhou Medical University , Wenzhou, China
| | - Jianhui Chen
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, Wenzhou Medical University , Wenzhou, China
| | - Wanqing Weng
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, Wenzhou Medical University , Wenzhou, China
| | - Yukai Xiang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, Wenzhou Medical University , Wenzhou, China
| | - Hongqi Shi
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, Wenzhou Medical University , Wenzhou, China
| | - Yunfeng Shan
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, Wenzhou Medical University , Wenzhou, China
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Agarwal S, Chakravarthi BVSK, Kim HG, Gupta N, Hale K, Balasubramanya SAH, Oliver PG, Thomas DG, Eltoum IEA, Buchsbaum DJ, Manne U, Varambally S. PAICS, a De Novo Purine Biosynthetic Enzyme, Is Overexpressed in Pancreatic Cancer and Is Involved in Its Progression. Transl Oncol 2020; 13:100776. [PMID: 32422575 PMCID: PMC7229293 DOI: 10.1016/j.tranon.2020.100776] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 03/26/2020] [Accepted: 04/01/2020] [Indexed: 02/07/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive cancer with an extremely poor prognosis. There is an urgent need to identify new therapeutic targets and also understand the mechanism of PDAC progression that leads to aggressiveness of the disease. To find therapeutic targets, we analyzed data related to PDAC transcriptome sequencing and found overexpression of the de novo purine metabolic enzyme phosphoribosylaminoimidazole succinocarboxamide synthetase (PAICS). Immunohistochemical analysis of PDAC tissues showed high expression of the PAICS protein. To assess the biological roles of PAICS, we used RNA interference and knock down of its expression in PDAC cell lines that caused a reduction in PDAC cell proliferation and invasion. Furthermore, results of chorioallantoic membrane assays and pancreatic cancer xenografts demonstrated that PAICS regulated pancreatic tumor growth. Our data also showed that, in PDAC cells, microRNA-128 regulates and targets PAICS. PAICS depletion in PDAC cells caused upregulation in E-cadherin, a marker of the epithelial-mesenchymal transition. In PDAC cells, a BET inhibitor, JQ1, reduced PAICS expression. Thus, our investigations show that PAICS is a therapeutic target for PDAC and, as an enzyme, is amenable to targeting by small molecules.
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Affiliation(s)
- Sumit Agarwal
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | | | - Hyung-Gyoon Kim
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | - Nirzari Gupta
- Department of Chemistry, University of Alabama at Birmingham, Birmingham, AL
| | - Kevin Hale
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | | | - Patsy G Oliver
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL; Department of Radiation Oncology, University of Alabama at Birmingham, Birmingham, AL
| | - Dafydd G Thomas
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | - Isam-Eldin A Eltoum
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL; Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL
| | - Donald J Buchsbaum
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL; Department of Radiation Oncology, University of Alabama at Birmingham, Birmingham, AL
| | - Upender Manne
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL; Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL
| | - Sooryanarayana Varambally
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL; Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL.
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