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Li L, Wu T, Gong G, Li B, Feng J, Xu L, Zhao H, Gao X. NDRG1 alleviates Erastin-induced ferroptosis of hepatocellular carcinoma. BMC Cancer 2025; 25:522. [PMID: 40119318 PMCID: PMC11929176 DOI: 10.1186/s12885-025-13954-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: 07/17/2024] [Accepted: 03/17/2025] [Indexed: 03/24/2025] Open
Abstract
BACKGROUND NDRG1, a cell differentiation-associated factor, has recently emerged as a regulator ferroptosis. Nevertheless, its role in modulating ferroptosis within hepatocellular carcinoma (HCC) remains uncharacterized. METHODS The differential expression of NDRG1 and its prognostic value were analyzed in HCC using data from TCGA and GEO. Ferroptosis in HepG2 and Huh7 cells was assessed using flow cytometry, transmission electron microscopy, and propidium iodide staining following NDRG1 knockdown using shRNA. RNA-seq was performed to characterize the mRNA expression profiles in HepG2 cells, identifying differentially expressed mRNAs (DE-mRNAs) and NDRG1-related hub genes. RESULTS NDRG1 was overexpressed in multiple malignant tumors, including HCC, and was associated with a significantly poor prognosis in HCC patients. A nomogram model integrating NDRG1 expression and clinical parameters demonstrated robust prognostic accuracy. NDRG1 knockdown potentiated erastin-induced alterations in Fe2+, total ROS, lipid ROS, and ferroptosis markers (PTGS2, ACSL4, GPX4, SLC7A11, GSH, GSSG), while exacerbating mitochondrial ultrastructural damage in HepG2 and Huh7 cells. Erastin induction elicited 1,056 DE-mRNAs, while subsequent NDRG1 knockdown revealed 1,323 DE-mRNAs in HepG2 cells. These DE-mRNAs are mainly involved in metastasis, immunity, growth, ferroptosis, and are associated with AMPK, MAPK, and PI3K/AKT pathways. Moreover, NDRG1 potentially interacted with HSPA8, CDH1, ALDOC, ANGPTL4, ANKRD37, CA9, ERBB3, FOS. qRT-PCR confirmed their expression changes consistent with RNA-seq. CONCLUSION NDRG1 exhibits strong predictive value for HCC, and accelerates tumor progression by suppressing ferroptosis.
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Affiliation(s)
- Liuzheng Li
- Hepatobiliary Surgery, The People's Hospital of Lincang, No.116 Nantang Street, Lincang, Yunnan, 677000, China
| | - Tong Wu
- Hepatobiliary Surgery, The People's Hospital of Lincang, No.116 Nantang Street, Lincang, Yunnan, 677000, China.
| | - Guocha Gong
- Hepatobiliary Surgery, The People's Hospital of Lincang, No.116 Nantang Street, Lincang, Yunnan, 677000, China
| | - Bo Li
- Hepatobiliary Surgery, The People's Hospital of Lincang, No.116 Nantang Street, Lincang, Yunnan, 677000, China
| | - Jiawei Feng
- Hepatobiliary Surgery, The People's Hospital of Lincang, No.116 Nantang Street, Lincang, Yunnan, 677000, China
| | - Leisheng Xu
- Hepatobiliary Surgery, The People's Hospital of Lincang, No.116 Nantang Street, Lincang, Yunnan, 677000, China
| | - Hairong Zhao
- Hepatobiliary Surgery, The People's Hospital of Lincang, No.116 Nantang Street, Lincang, Yunnan, 677000, China
| | - Xuechang Gao
- Hepatobiliary Surgery, The People's Hospital of Lincang, No.116 Nantang Street, Lincang, Yunnan, 677000, China
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Kadian LK, Verma D, Lohani N, Yadav R, Ranga S, Gulshan G, Pal S, Kumari K, Chauhan SS. Long non-coding RNAs in cancer: multifaceted roles and potential targets for immunotherapy. Mol Cell Biochem 2024; 479:3229-3254. [PMID: 38413478 DOI: 10.1007/s11010-024-04933-1] [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: 06/06/2023] [Accepted: 01/05/2024] [Indexed: 02/29/2024]
Abstract
Cancer remains a major global health concern with high mortality rates mainly due to late diagnosis and poor prognosis. Long non-coding RNAs (lncRNAs) are emerging as key regulators of gene expression in human cancer, functioning through various mechanisms including as competing endogenous RNAs (ceRNAs) and indirectly regulating miRNA expression. LncRNAs have been found to have both oncogenic and tumor-suppressive roles in cancer, with the former promoting cancer cell proliferation, migration, invasion, and poor prognosis. Recent research has shown that lncRNAs are expressed in various immune cells and are involved in cancer cell immune escape and the modulation of the tumor microenvironment, thus highlighting their potential as targets for cancer immunotherapy. Targeting lncRNAs in cancer or immune cells could enhance the anti-tumor immune response and improve cancer immunotherapy outcomes. However, further research is required to fully understand the functional roles of lncRNAs in cancer and the immune system and their potential as targets for cancer immunotherapy. This review offers a comprehensive examination of the multifaceted roles of lncRNAs in human cancers, with a focus on their potential as targets for cancer immunotherapy. By exploring the intricate mechanisms underlying lncRNA-mediated regulation of cancer cell proliferation, invasion, and immune evasion, we provide insights into the diverse therapeutic applications of these molecules.
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Affiliation(s)
- Lokesh K Kadian
- Dept of Biochemistry, All India Institute of Medical Sciences, New Delhi, 110029, India
- Dept of Dermatology, Indiana University School of Medicine, Indianapolis, 46202, USA
| | - Deepika Verma
- Dept of Biochemistry, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Neelam Lohani
- Dept of Biochemistry, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Ritu Yadav
- Dept of Genetics, MD University, Rohtak, 124001, India
| | - Shalu Ranga
- Dept of Genetics, MD University, Rohtak, 124001, India
| | - Gulshan Gulshan
- Department of Biosciences and Bioengineering, IIT Bombay, Mumbai, Maharashtra, India
| | - Sanghapriya Pal
- Dept of Biochemistry, Maulana Azad Medical College and Associated Hospital, New Delhi, 110002, India
| | - Kiran Kumari
- Dept of Forensic Science, Lovely Professional University, Jalandhar, Punjab, 144411, India
| | - Shyam S Chauhan
- Dept of Biochemistry, All India Institute of Medical Sciences, New Delhi, 110029, India.
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Wu S, Wu W, Zhong Y, Chen X, Wu J. Novel signature of ferroptosis-related long non-coding RNA to predict lower-grade glioma overall survival. Discov Oncol 2024; 15:723. [PMID: 39609314 PMCID: PMC11604900 DOI: 10.1007/s12672-024-01587-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 11/13/2024] [Indexed: 11/30/2024] Open
Abstract
BACKGROUND Ferroptosis is a novel type of programmed cell death in various tumors; however, underlying mechanisms remain unclear. We aimed to develop ferroptosis-related long non-coding RNA (FRlncRNA) risk scores to predict lower-grade glioma (LGG) prognosis and to conduct functional analyses to explore potential mechanisms. METHODS LGG-related RNA sequencing data were extracted from The Cancer Genome Atlas (TCGA) and Chinese Glioma Genome Atlas (CGGA) databases. Pearson correlation analysis was used to identify the FRlncRNAs, univariate Cox regression analysis was for identify the prognostic FRlncRNAs, and then intersection FRlncRNAs were screened between TCGA and CGGA. Least absolute shrinkage and selection operator (LASSO) Cox regression was used to develop a risk score to predict LGG prognosis. RESULTS A total of nine FRlncRNAs were screened to construct the novel prognostic risk score of LGG, and high-risk score patients had a worse overall survival than low-risk score patients both in TCGA and CGGA datasets. The risk score was quite correlated with clinicopathological characteristics (age, WHO grade, status of MGMT Methtlation, IDH mutation, 1p/19q codeletion, and TMB), and could promote current molecular subtyping systems. Comprehensive analyses revealed that signaling pathways of B-cell receptor and T-cell receptor, immune cells of macrophage cell and CD4+ T cell, tumor microenvironment of stroma score and immune score, and immune checkpoints of PD-1, PD-L1, and CTLA4 were all enriched in the high-risk score group. CONCLUSION The nine FRlncRNAs risk scores was a promising biomarker to predict the LGG's prognosis and distinguish the characteristics of molecular and immune.
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Affiliation(s)
- Shiji Wu
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, 420 Fuma Rd, Jin'an District, Fuzhou, 350011, Fujian, China
| | - Wenxi Wu
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, 420 Fuma Rd, Jin'an District, Fuzhou, 350011, Fujian, China
| | - Yaqi Zhong
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, 420 Fuma Rd, Jin'an District, Fuzhou, 350011, Fujian, China
| | - Xingte Chen
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, 420 Fuma Rd, Jin'an District, Fuzhou, 350011, Fujian, China.
| | - Junxin Wu
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, 420 Fuma Rd, Jin'an District, Fuzhou, 350011, Fujian, China.
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Wang X, Sun R, Che N, Zhang D, Li Y, Zhao N. Overexpression of NDRG1 leads to poor prognosis in hepatocellular carcinoma through mediating immune infiltration and EMT. Dig Liver Dis 2024; 56:1382-1399. [PMID: 38290958 DOI: 10.1016/j.dld.2024.01.182] [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: 07/08/2023] [Revised: 12/31/2023] [Accepted: 01/07/2024] [Indexed: 02/01/2024]
Abstract
BACKGROUND NDRG1, the first member of the NDRG family, is a multifunctional protein associated with carcinogenesis. Its function in human cancer is currently poorly understood. The aim of this study was to explore the importance of NDRG1 in tumor immune cell infiltration and epithelial-mesenchymal transition (EMT) in hepatocellular carcinoma. METHODS NDRG1 expression in various cancers was analyzed using TIMER 2.0, the Human Protein Atlas (HPA), UALCAN and PrognoScan. Wound healing, Transwell, MTT and colony formation assays were performed to confirm the effects of NDRG1 on the metastasis and proliferation of HCC cells. Western blotting was used to study the effect of NDRG1 on the expression of EMT-related proteins. Signaling networks were constructed using LinkedOmics and Metascape. TIMER2.0 and TISIDB were used for comprehensive analysis of tumor-infiltrating immune cells and tumor-infiltrating lymphocytes (TILs). RESULT NDRG1 expression was higher in HCC tissue than in normal liver tissue at both the mRNA and protein levels. Overexpression of NDRG1 is associated with poor prognosis in HCC patients. Genomic analysis suggests that NDRG1 promoter hypermethylation leads to enhanced transcription, which may be one mechanism for NDRG1 upregulation in HCC. The overexpression of NDRG1 promotes the invasion, migration, and proliferation of HCC cells and induces the expression of EMT-related proteins. Immunoinfiltration analysis suggests that NDRG1 is involved in the recruitment of immune cells. CONCLUSIONS The present study showed that NDRG1 may induce metastasis and invasion through EMT and immune cell infiltration. NDRG1 could be used as a biomarker for the diagnosis and prognosis of HCC and could be a potential therapeutic target in HCC.
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Affiliation(s)
- Xiao Wang
- Department of Pathology, Tianjin Medical University, Tianjin 300070, China
| | - Ran Sun
- Hospital of Integrated Chinese and Western Medicine , Tianjin 300100, China
| | - Na Che
- Department of Pathology, Tianjin Medical University, Tianjin 300070, China; Dpartment of Pathology, General Hospital of Tianjin Medical University, Tianjin 300052, China
| | - Danfang Zhang
- Department of Pathology, Tianjin Medical University, Tianjin 300070, China; Dpartment of Pathology, General Hospital of Tianjin Medical University, Tianjin 300052, China
| | - Yanlei Li
- Department of Pathology, Tianjin Medical University, Tianjin 300070, China; Dpartment of Pathology, General Hospital of Tianjin Medical University, Tianjin 300052, China
| | - Nan Zhao
- Department of Pathology, Tianjin Medical University, Tianjin 300070, China; Dpartment of Pathology, General Hospital of Tianjin Medical University, Tianjin 300052, China.
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Zhang L, Jiang G, Lu J, Wang L. LINC00844 suppresses tumor progression and predicts survival outcomes through inhibiting miR-19a-5p in cholangiocarcinoma. Clin Transl Oncol 2024; 26:414-423. [PMID: 37400667 DOI: 10.1007/s12094-023-03254-x] [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: 02/01/2023] [Accepted: 06/14/2023] [Indexed: 07/05/2023]
Abstract
BACKGROUND Cholangiocarcinoma (CCA) is a heterogeneous malignancy. The aim of the study was to investigate the regulatory role of long noncoding RNA LINC00844 in CCA progression, explore the underlying molecular mechanisms, and to analyze the potential prognostic value of LINC00844 in CCA patients. METHODS Expression of LINC00844 in CCA cell lines and tissues was examined by reverse transcription-quantitative PCR. Cell counting kit-8 assay was used to assess CCA cell proliferation, and the Transwell assay was used to evaluate tumor cell migration and invasion. miRNAs sponged by LINC00844 were predicted and confirmed using a luciferase reporter assay. Kaplan-Meier survival analysis was performed to evaluate the survival prognosis of CCA patients. RESULTS The expression levels of LINC00844 were decreased in CCA tissues and cells. Overexpression of LINC00844 inhibited cell proliferation, migration and invasion in CCA cells. miR-19a-5p is directly targeted by LINC00844, mediating the inhibitory effects of LINC00844 on the proliferation, migration and invasion of CCA cells. LINC00844 and miR-19a-5p expression were associated with differentiation and tumor node metastasis stage in CCA patients. CCA patients with low LINC00844 expression or overexpression of miR-19a-5p had worse overall survival. CONCLUSION The expression levels of LINC00844 were decreased in both CCA tissues and cells, and high LINC00844 inhibited CCA cell proliferation, migration and invasion through sponging miR-19a-5p. Low LINC00844 and high miR-19a-5p expression were associated with worse overall survival in CCA patients. All the data suggested that the LINC00844/miR-19a-5p axis may provide novel therapeutic targets and prognostic biomarkers for CCA patients.
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Affiliation(s)
- Ling Zhang
- Department of Blood Transfusion, Zibo Central Hospital, Zibo, 255000, Shandong, China
| | - Guohong Jiang
- Department of Clinical Laboratory, Qingdao Chest Hospital, Qingdao, 266043, Shandong, China
| | - Juan Lu
- Department of Clinical Laboratory, The Fifth People's Hospital of Zibo, Zichuan District, No. 102 Zi Mining Bureau, Zibo, 255100, Shandong, China
| | - Lina Wang
- Department of Clinical Laboratory, The Fifth People's Hospital of Zibo, Zichuan District, No. 102 Zi Mining Bureau, Zibo, 255100, Shandong, China.
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Miao C, He X, Chen G, Kahlert UD, Yao C, Shi W, Su D, Hu L, Zhang Z. Seven oxidative stress-related genes predict the prognosis of hepatocellular carcinoma. Aging (Albany NY) 2023; 15:15050-15063. [PMID: 38097352 PMCID: PMC10781471 DOI: 10.18632/aging.205330] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 11/06/2023] [Indexed: 01/07/2024]
Abstract
Predicting the prognosis of hepatocellular carcinoma (HCC) is a major medical challenge and of guiding significance for treatment. This study explored the actual relevance of RNA expression in predicting HCC prognosis. Cox's multiple regression was used to establish a risk score staging classification and to predict the HCC patients' prognosis on the basis of data in the Cancer Genome Atlas (TCGA). We screened seven gene biomarkers related to the prognosis of HCC from the perspective of oxidative stress, including Alpha-Enolase 1(ENO1), N-myc downstream-regulated gene 1 (NDRG1), nucleophosmin (NPM1), metallothionein-3, H2A histone family member X, Thioredoxin reductase 1 (TXNRD1) and interleukin 33 (IL-33). Among them we measured the expression of ENO1, NGDP1, NPM1, TXNRD1 and IL-33 to investigate the reliability of the multi-index prediction. The first four markers' expressions increased successively in the paracellular tissues, the hepatocellular carcinoma samples (from patients with better prognosis) and the hepatocellular carcinoma samples (from patients with poor prognosis), while IL-33 showed the opposite trend. The seven genes increased the sensitivity and specificity of the predictive model, resulting in a significant increase in overall confidence. Compared with the patients with higher-risk scores, the survival rates with lower-risk scores are significantly increased. Risk score is more accurate in predicting the prognosis HCC patients than other clinical factors. In conclusion, we use the Cox regression model to identify seven oxidative stress-related genes, investigate the reliability of the multi-index prediction, and develop a risk staging model for predicting the prognosis of HCC patients and guiding precise treatment strategy.
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Affiliation(s)
- Chen Miao
- Department of Pathology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xiao He
- Department of Pathology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Gang Chen
- Department of Pathology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Ulf D. Kahlert
- Molecular and Experimental Surgery, Clinic for General-, Visceral-, Vascular and Transplant Surgery, Faculty of Medicine and University Hospital Magdeburg, Otto-von-Guericke University Magdeburg, Magdeburg, Germany
| | - Chenchen Yao
- Department of Pathology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Wenjie Shi
- Molecular and Experimental Surgery, Clinic for General-, Visceral-, Vascular and Transplant Surgery, Faculty of Medicine and University Hospital Magdeburg, Otto-von-Guericke University Magdeburg, Magdeburg, Germany
| | - Dongming Su
- Department of Pathology, Nanjing Medical University, Nanjing, China
- Department of Pathology and Clinical Laboratory, Sir Run Run Hospital of Nanjing Medical University, Nanjing, China
| | - Liang Hu
- Neuroprotective Drug Discovery Key Laboratory of Nanjing Medical University, Department of Pharmacology, Nanjing Medical University, Nanjing, China
| | - Zhihong Zhang
- Department of Pathology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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Jia Q, Deng H, Wu Y, He Y, Tang F. Carcinogen-induced super-enhancer RNA promotes nasopharyngeal carcinoma metastasis through NPM1/c-Myc/NDRG1 axis. Am J Cancer Res 2023; 13:3781-3798. [PMID: 37693164 PMCID: PMC10492133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 08/06/2023] [Indexed: 09/12/2023] Open
Abstract
Chemical carcinogen is one etiology of nasopharyngeal carcinoma (NPC) occurrence, N,N'-Dinitrosopiperazine (DNP) has been verified to cause NPC cell metastasis and generate induced pluripotent stem cells (iPSCs). To investigate the oncogenic mechanism of DNP, NPC cells were exposed to DNP, and subjected to RNA-seq, GRO-seq, ChIP-seq, and data analysis. The results showed that the super-enhancer RNA (seRNA) participates in DNP-mediated NPC metastasis through regulating N-myc downstream regulated gene 1 (NDRG1). Mechanistically, DNP exposure upregulates the levels of NPC metastatic seRNA (seRNA-NPCm), seRNA-NPCm interacted with a special super-enhancer (SE) upstream of NDRG1 gene and bound to nucleophosmin (NPM1)/c-Myc complex at the NDRG1 promoter, resulting in an increase of NDRG1 transcription. Functional studies showed that DNP significantly increased the metastatic capability of NPC cells in vitro and in vivo. Knockdown of seRNA-NPCm in NPC cells impaired the capability of metastasis. Furthermore, stably overexpressing seRNA-NPCm significantly increased the metastatic ability of NPC cells, while restoration of NDRG1 levels in these cells restored their metastatic capacity. Finally, the immunohistochemistry and in situ hybridization analyses revealed that the expression of seRNA-NPCm in NPC patients is positively correlated with NDRG1, and the NDRG1 level independently predicts poor prognosis of NPC patients. Collectively, DNP induces seRNA-NPCm, and seRNA-NPCm promotes NPC metastasis through NPM1/c-Myc/NDRG1 axis.
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Affiliation(s)
- Qunying Jia
- Hunan Key Laboratory of Oncotarget Gene and Clinical Laboratory of Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South UniversityChangsha 410013, Hunan, China
| | - Hongyu Deng
- Hunan Key Laboratory of Oncotarget Gene and Clinical Laboratory of Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South UniversityChangsha 410013, Hunan, China
| | - Yao Wu
- Hunan Key Laboratory of Oncotarget Gene and Clinical Laboratory of Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South UniversityChangsha 410013, Hunan, China
- Hunan University of Chinese MedicineChangsha 410208, Hunan, China
| | - Yingchun He
- Hunan University of Chinese MedicineChangsha 410208, Hunan, China
| | - Faqin Tang
- Hunan Key Laboratory of Oncotarget Gene and Clinical Laboratory of Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South UniversityChangsha 410013, Hunan, China
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Ghafouri-Fard S, Ahmadi Teshnizi S, Hussen BM, Taheri M, Sharifi G. A review on the role of NDRG1 in different cancers. Mol Biol Rep 2023; 50:6251-6264. [PMID: 37249826 PMCID: PMC10290039 DOI: 10.1007/s11033-023-08540-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 05/19/2023] [Indexed: 05/31/2023]
Abstract
NDRG1 is a member of the α/β hydrolase superfamily that resides in the cytoplasm and participates in the stress responses, hormone response, cell growth, and differentiation. Several studies have pointed to the importance of NDRG1 in the carcinogenesis. This gene has been found to be up-regulated in an array of cancer types such as bladder, esophageal squamous cell carcinoma, endometrial, lung and liver cancers, but being down-regulated in other types of cancers such as colorectal, gastric and ovarian cancers. The current study summarizes the evidence on the role of NDRG1 in the carcinogenic processes in different types of tissues.
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Affiliation(s)
- Soudeh Ghafouri-Fard
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Science, Tehran, Iran
| | - Sara Ahmadi Teshnizi
- Phytochemistry Research Center, Shahid Beheshti University of Medical Science, Tehran, Iran
| | - Bashdar Mahmud Hussen
- Department of Clinical Analysis, College of Pharmacy, Hawler Medical University, Kurdistan Region, Erbil, Iraq
| | - Mohammad Taheri
- Institute of Human Genetics, Jena University Hospital, Jena, Germany.
- Urology and Nephrology Research Center, Shahid Beheshti University of Medical Science, Tehran, Iran.
| | - Guive Sharifi
- Skull Base Research Center, Loghman Hakim Hospital, Shahid Beheshti University of Medical Science, Tehran, Iran.
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Jin Y, Li J, Tang C, He K, Shan D, Yan S, Deng G. A risk signature of necroptosis-related lncRNA to predict prognosis and probe molecular characteristics for male with bladder cancer. Medicine (Baltimore) 2023; 102:e33664. [PMID: 37145007 PMCID: PMC10158872 DOI: 10.1097/md.0000000000033664] [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: 12/26/2022] [Accepted: 04/10/2023] [Indexed: 05/06/2023] Open
Abstract
Bladder cancer (BC) is a frequently diagnosed cancer with high mortality. Male patients have a higher risk of developing BC than female patients. As a type of caspase-independent cell death, necroptosis plays a significant role in the occurrence and progression of BC. The aberrant function of long non-coding RNAs (lncRNAs) plays an indispensable role in GI. However, the relationship between lncRNA and necroptosis in male patients with BC remains unclear. The clinical information and RNA-sequencing profiles of all BC patients were retrieved from The Cancer Genome Atlas Program. A total of 300 male participants were selected for the study. We conducted to identify the necroptosis-related lncRNAs (NRLs) by Pearson correlation analysis. Subsequently, least absolute shrinkage and selection operator Cox regression were conducted to establish a risk signature with overall survival-related NRLs in the training set and to validate it in the testing set. Finally, we verified the effectiveness of the 15-NRLs signature in prognostic prediction and therapy via survival analysis, receiver operating characteristic curve analysis, and Cox regression. Furthermore, we analyzed the correlation between the signature risk score and pathway enrichment analysis, immune cell infiltration, anticancer drug sensitivity, and somatic gene mutations. We developed 15-NRLs (AC009974.1, AC140118.2, LINC00323, LINC02872, PCAT19, AC017104.1, AC134312.5, AC147067.2, AL139351.1, AL355922.1, LINC00844, AC069503.1, AP003721.1, DUBR, LINC02863) signature, and divided patients into a high-risk group and low-risk group through the median risk score. Kaplan-Meier and receiver operating characteristic curves showed that the prognosis prediction had satisfactory accuracy. Cox regression analysis indicated that the 15-NRLs signature was a risk factor independent of various clinical parameters. Additionally, immune cell infiltration, half-maximal inhibitory concentration, and somatic gene mutations differed significantly among different risk subsets, implying that the signature could assess the clinical efficacy of chemotherapy and immunotherapy. This 15-NRLs risk signature may be helpful in assessing the prognosis and molecular features of male patients with BC and improve treatment modalities, thus can be further applied clinically.
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Affiliation(s)
- Yuzhou Jin
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Jiacheng Li
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Chenhao Tang
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Kangwei He
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Donggang Shan
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Shenze Yan
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Gang Deng
- Hangzhou First People’s Hospital, Hangzhou, China
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Recalde M, Gárate-Rascón M, Herranz JM, Elizalde M, Azkona M, Unfried JP, Boix L, Reig M, Sangro B, Fernández-Barrena MG, Fortes P, Ávila MA, Berasain C, Arechederra M. DNA Methylation Regulates a Set of Long Non-Coding RNAs Compromising Hepatic Identity during Hepatocarcinogenesis. Cancers (Basel) 2022; 14:cancers14092048. [PMID: 35565178 PMCID: PMC9102946 DOI: 10.3390/cancers14092048] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 04/13/2022] [Accepted: 04/17/2022] [Indexed: 02/05/2023] Open
Abstract
Simple Summary Hepatocarcinogenesis is a long process which implies the loss of hepatic functions. Our effort is to understand the mechanisms implicated in this pathological process in order to contribute to the development of new diagnostic markers and therapeutic targets. In this study we have identified a set of lncRNAs significantly downregulated in hepatocellular carcinoma (HCC) in correlation with the grade of tumor dedifferentiation and patients’ worse prognosis. Mechanistically, our results show that they are related with hepatic differentiation and at least a subset of those lncRNAs are essential to ensure the expression of other hepato-specific genes required for liver function. Moreover, we demonstrate that the expression of these lncRNAs in HCC is silenced by DNA methylation. All in all, we uncover connected epigenetic alterations involved in the progression of liver cancer and identify potential new biomarkers. Abstract Background: Long noncoding RNAs (lncRNAs) are emerging as key players in cancer, including hepatocellular carcinoma (HCC). Here we identify the mechanism implicated in the HCC inhibition of a set of lncRNAs, and their contribution to the process of hepatocarcinogenesis. Methods and Results: The top-ranked 35 lncRNAs downregulated in HCC (Top35 LNDH) were validated in several human HCC cohorts. We demonstrate that their inhibition is associated with promoter hypermethylation in HCC compared to control tissue, and in HCC human cell lines compared to primary hepatocytes. Moreover, demethylating treatment of HCC human cell lines induced the expression of these lncRNAs. The Top35 LNDH were preferentially expressed in the adult healthy liver compared to other tissues and fetal liver and were induced in well-differentiated HepaRG cells. Remarkably, their knockdown compromised the expression of other hepato-specific genes. Finally, the expression of the Top35 LNDH positively correlates with the grade of tumor differentiation and, more importantly, with a better patient prognosis. Conclusions: Our results demonstrate that the selected Top35 LNDH are not only part of the genes that compose the hepatic differentiated signature but participate in its establishment. Moreover, their downregulation through DNA methylation occurs during the process of hepatocarcinogenesis compromising hepatocellular differentiation and HCC patients’ prognosis.
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Affiliation(s)
- Miriam Recalde
- Program of Hepatology, Centre of Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.R.); (M.G.-R.); (J.M.H.); (M.E.); (M.A.); (M.G.F.-B.); (M.A.Á.)
| | - María Gárate-Rascón
- Program of Hepatology, Centre of Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.R.); (M.G.-R.); (J.M.H.); (M.E.); (M.A.); (M.G.F.-B.); (M.A.Á.)
| | - José María Herranz
- Program of Hepatology, Centre of Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.R.); (M.G.-R.); (J.M.H.); (M.E.); (M.A.); (M.G.F.-B.); (M.A.Á.)
- National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, Carlos III Health Institute), 28029 Madrid, Spain; (L.B.); (M.R.); (B.S.); (P.F.)
| | - María Elizalde
- Program of Hepatology, Centre of Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.R.); (M.G.-R.); (J.M.H.); (M.E.); (M.A.); (M.G.F.-B.); (M.A.Á.)
| | - María Azkona
- Program of Hepatology, Centre of Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.R.); (M.G.-R.); (J.M.H.); (M.E.); (M.A.); (M.G.F.-B.); (M.A.Á.)
| | - Juan P. Unfried
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain;
| | - Loreto Boix
- National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, Carlos III Health Institute), 28029 Madrid, Spain; (L.B.); (M.R.); (B.S.); (P.F.)
- Barcelona Clinic Liver Cancer (BCLC) Group, Liver Unit, Hospital Clínic de Barcelona, IDIBAPS, University of Barcelona, 08036 Barcelona, Spain
| | - María Reig
- National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, Carlos III Health Institute), 28029 Madrid, Spain; (L.B.); (M.R.); (B.S.); (P.F.)
- Barcelona Clinic Liver Cancer (BCLC) Group, Liver Unit, Hospital Clínic de Barcelona, IDIBAPS, University of Barcelona, 08036 Barcelona, Spain
| | - Bruno Sangro
- National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, Carlos III Health Institute), 28029 Madrid, Spain; (L.B.); (M.R.); (B.S.); (P.F.)
- Hepatology Unit, Navarra University Clinic, 31008 Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, 31008 Pamplona, Spain
| | - Maite G. Fernández-Barrena
- Program of Hepatology, Centre of Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.R.); (M.G.-R.); (J.M.H.); (M.E.); (M.A.); (M.G.F.-B.); (M.A.Á.)
- National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, Carlos III Health Institute), 28029 Madrid, Spain; (L.B.); (M.R.); (B.S.); (P.F.)
- IdiSNA, Navarra Institute for Health Research, 31008 Pamplona, Spain
| | - Puri Fortes
- National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, Carlos III Health Institute), 28029 Madrid, Spain; (L.B.); (M.R.); (B.S.); (P.F.)
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain;
- IdiSNA, Navarra Institute for Health Research, 31008 Pamplona, Spain
| | - Matías A. Ávila
- Program of Hepatology, Centre of Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.R.); (M.G.-R.); (J.M.H.); (M.E.); (M.A.); (M.G.F.-B.); (M.A.Á.)
- National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, Carlos III Health Institute), 28029 Madrid, Spain; (L.B.); (M.R.); (B.S.); (P.F.)
- IdiSNA, Navarra Institute for Health Research, 31008 Pamplona, Spain
| | - Carmen Berasain
- Program of Hepatology, Centre of Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.R.); (M.G.-R.); (J.M.H.); (M.E.); (M.A.); (M.G.F.-B.); (M.A.Á.)
- National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, Carlos III Health Institute), 28029 Madrid, Spain; (L.B.); (M.R.); (B.S.); (P.F.)
- IdiSNA, Navarra Institute for Health Research, 31008 Pamplona, Spain
- Correspondence: (C.B.); (M.A.); Tel.: +34-948194700 (C.B. & M.A.)
| | - María Arechederra
- Program of Hepatology, Centre of Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.R.); (M.G.-R.); (J.M.H.); (M.E.); (M.A.); (M.G.F.-B.); (M.A.Á.)
- National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd, Carlos III Health Institute), 28029 Madrid, Spain; (L.B.); (M.R.); (B.S.); (P.F.)
- IdiSNA, Navarra Institute for Health Research, 31008 Pamplona, Spain
- Correspondence: (C.B.); (M.A.); Tel.: +34-948194700 (C.B. & M.A.)
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11
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Lipid droplets are beneficial for rabies virus replication by facilitating viral budding. J Virol 2021; 96:e0147321. [PMID: 34757839 DOI: 10.1128/jvi.01473-21] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Rabies is an old zoonotic disease caused by rabies virus (RABV), but the pathogenic mechanism of RABV is still not completely understood. Lipid droplets have been reported to play a role in pathogenesis of several viruses. However, its role on RABV infection remains unclear. Here, we initially found that RABV infection upregulated lipid droplet (LD) production in multiple cells and mouse brains. After the treatment of atorvastatin, a specific inhibitor of LD, RABV replication in N2a cells decreased. Then we found that RABV infection could upregulate N-myc downstream regulated gene-1 (NDRG1), which in turn enhance the expression of diacylglycerol acyltransferase 1/2 (DGAT1/2). DGAT1/2 could elevate cellular triglycerides synthesis and ultimately promote intracellular LD formation. Furthermore, we found that RABV-M and RABV-G, which were mainly involved in the viral budding process, could colocalize with LDs, indicating that RABV might utilize LDs as a carrier to facilitate viral budding and eventually increase virus production. Taken together, our study reveals that lipid droplets are beneficial for RABV replication and their biogenesis is regulated via NDRG1-DGAT1/2 pathway, which provides novel potential targets for developing anti-RABV drugs. IMPORTANCE Lipid droplets have been proven to play an important role in viral infections, but its role in RABV infection has not yet been elaborated. Here, we find that RABV infection upregulates the generation of LDs by enhancing the expression of N-myc downstream regulated gene-1 (NDRG1). Then NDRG1 elevated cellular triglycerides synthesis by increasing the activity of diacylglycerol acyltransferase 1/2 (DGAT1/2), which promotes the biogenesis of LDs. RABV-M and RABV-G, which are the major proteins involved in viral budding, could utilize LDs as a carrier and transport to cell membrane, resulting in enhanced virus budding. Our findings will extend the knowledge of lipid metabolism in RABV infection and help to explore potential therapeutic targets for RABV.
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12
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Choi JH, Kwon SM, Moon SU, Yoon S, Shah M, Lee BG, Yang J, Park YN, Wang HJ, Woo HG. TPRG1-AS1 induces RBM24 expression and inhibits liver cancer progression by sponging miR-4691-5p and miR-3659. Liver Int 2021; 41:2788-2800. [PMID: 34328265 DOI: 10.1111/liv.15026] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 07/22/2021] [Accepted: 07/23/2021] [Indexed: 01/06/2023]
Abstract
BACKGROUND & AIMS Noncoding RNAs (ncRNAs) play critical roles in hepatocellular carcinoma (HCC) progression. Here, by performing RNA-sequencing (RNA-Seq) profiling, we sought to identify novel ncRNAs that potentially drive the heterogeneous progression of liver cancers. METHODS RNA-Seq profiles were obtained from 68 HCC specimens and 10 samples of adjacent non-tumour liver tissues. The functional significance of the potential driver ncRNAs was evaluated by cell experiments. RESULTS TPRG1-AS1 was identified as a potential driver noncoding RNA that promotes heterogeneous liver cancer progression. TPRG1-AS1 induced tumour suppressor RNA-binding motif protein 24 (RBM24), suppressing tumour growth by activating apoptotic tumour cell death. In addition, we report that TPRG1-AS1 acts as a competing endogenous RNA (ceRNA) for RBM24, sponging miR-4691-5p and miR-3659 to interfere with their binding to RBM24. CONCLUSIONS We suggest that TPRG1-AS1 is a novel ceRNA sponging miR-4691-5p and miR-3659, resulting in RBM24 expression and suppression of liver cancer growth. Our results provide new insights into the functions of ncRNAs in heterogeneous HCC progression.
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Affiliation(s)
- Ji-Hye Choi
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - So M Kwon
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Sung U Moon
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Sarah Yoon
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea.,Department of Biomedical Science, Graduate School, Ajou University, Suwon, Republic of Korea
| | - Masaud Shah
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Byoung G Lee
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea.,Department of Biomedical Science, Graduate School, Ajou University, Suwon, Republic of Korea
| | - Jieun Yang
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea.,Department of Biomedical Science, Graduate School, Ajou University, Suwon, Republic of Korea
| | - Young N Park
- Department of Pathology, Yonsei University College of Medicine, Seoul, Republic of Korea.,BK21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hee-Jung Wang
- Department of Surgery, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Hyun G Woo
- Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea.,Department of Biomedical Science, Graduate School, Ajou University, Suwon, Republic of Korea
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13
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Potential lncRNA Biomarkers for HBV-Related Hepatocellular Carcinoma Diagnosis Revealed by Analysis on Coexpression Network. BIOMED RESEARCH INTERNATIONAL 2021; 2021:9972011. [PMID: 34692847 PMCID: PMC8536424 DOI: 10.1155/2021/9972011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 08/31/2021] [Indexed: 12/24/2022]
Abstract
Background Increasing evidence demonstrated that long noncoding RNA (lncRNA) could affect inflammatory tumor immune microenvironment by modulating gene expression and could be used as a biomarker for HBC-related hepatocellular carcinoma (HCC) but still needs further research. The aim of the present study was to determine an lncRNA signature for the diagnosis of HBV-related HCC. Methods HBV-related HCC expression profiles (GSE55092, GSE19665, and GSE84402) were abstracted from the GEO (Gene Expression Omnibus) data resource, and R package limma and RobustRankAggreg were employed to identify common differentially expressed genes (DEGs). Using machine learning, optimal diagnostic lncRNA molecular markers for HBV-related HCC were identified. The expression of candidate lncRNAs was cross-validated in GSE121248, and an ROC (receiver operating characteristic) curve of lncRNA biomarkers was carried out. Additionally, a coexpression network and functional annotation was built, after which a PPI (protein-protein interaction) network along with module analysis were conducted with the Cytoscape open source software. Result A total of 38 DElncRNAs and 543 DEmRNAs were identified with a fold change larger than 2.0 and a P value < 0.05. By machine learning, AL356056.2, AL445524.1, TRIM52-AS1, AC093642.1, EHMT2-AS1, AC003991.1, AC008040.1, LINC00844, and LINC01018 were screened out as optional diagnostic lncRNA biosignatures for HBV-related HCC. The AUC (areas under the curve) of the SVM (support vector machine) model and random forest model were 0.957 and 0.904, respectively, and the specificity and sensitivity were 95.7 and 100% and 94.3 and 86.5%, respectively. The results of functional enrichment analysis showed that the integrated coexpressed DEmRNAs shared common cascades in the p53 signaling pathway, retinol metabolism, PI3K-Akt signaling cascade, and chemical carcinogenesis. The integrated DEmRNA PPI network complex was found to be comprised of 87 nodes, and two vital modules with a high degree were selected with the MCODE app. Conclusion The present study identified nine potential diagnostic biomarkers for HBV-related HCC, all of which could potentially modulated gene expression related to inflammatory conditions in the tumor immune microenvironment. The functional annotation of the target DEmRNAs yielded novel evidence in evaluating the precise functions of lncRNA in HBV-related HCC.
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14
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Wang Y, Zhou W, Ma S, Guan X, Zhang D, Peng J, Wang X, Yuan L, Li P, Mao B, Kang P, Li D, Zhang C, Jia W. Identification of a Glycolysis-Related LncRNA Signature to Predict Survival in Diffuse Glioma Patients. Front Oncol 2021; 10:597877. [PMID: 33614485 PMCID: PMC7892596 DOI: 10.3389/fonc.2020.597877] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Accepted: 12/17/2020] [Indexed: 12/11/2022] Open
Abstract
Glycolysis refers to one of the critical phenotypes of tumor cells, regulating tumor cell phenotypes and generating sufficient energy for glioma cells. A range of noticeable genes [such as isocitrate dehydrogenase (IDH), phosphatase, and tensin homolog (PTEN), or Ras] overall impact cell proliferation, invasion, cell cycle, and metastasis through glycolysis. Moreover, long non-coding RNAs (LncRNAs) are increasingly critical to disease progression. Accordingly, this study aimed to identify whether glycolysis-related LncRNAs have potential prognostic value for glioma patients. First, co-expression network between glycolysis-related protein-coding RNAs and LncRNAs was established according to Pearson correlation (Filter: |r| > 0.5 & P < 0.001). Furthermore, based on univariate Cox regression, the Least Absolute Shrinkage and Selection Operator (LASSO) analysis and multivariate Cox regression, a predictive model were built; vital glycolysis-related LncRNAs were identified; the risk score of every single patient was calculated. Moreover, receiver operating characteristic (ROC) curve analysis, gene set enrichment analysis (GSEA), GO and KEGG enrichment analysis were performed to assess the effect of risk score among glioma patients. 685 cases (including RNA sequences and clinical information) from two different cohorts of the Chinese Glioma Genome Atlas (CGGA) database were acquired. Based on the mentioned methods, the risk score calculation formula was yielded as follows: Risk score = (0.19 × EXPFOXD2-AS1) + (−0.27 × EXPAC062021.1) + (−0.16 × EXPAF131216.5) + (−0.05 × EXPLINC00844) + (0.11 × EXPCRNDE) + (0.35 × EXPLINC00665). The risk score was independently related to prognosis, and every single mentioned LncRNAs was significantly related to the overall survival of patients. Moreover, functional enrichment analysis indicated that the biologic process of the high-risk score was mainly involved in the cell cycle and DNA replication signaling pathway. This study confirmed that glycolysis-related LncRNAs significantly impact poor prognosis and short overall survival and may act as therapeutic targets in the future.
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Affiliation(s)
- Yangyang Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Wenjianlong Zhou
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Shunchang Ma
- Beijing Neurosurgery Research Institute, Capital Medical University, Beijing, China
| | - Xiudong Guan
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Dainan Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jiayi Peng
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xi Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Linhao Yuan
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Peiliang Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Beibei Mao
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Peng Kang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Deling Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Chuanbao Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Wang Jia
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Beijing Neurosurgery Research Institute, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China
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15
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Lin H, Yang Y, Hou C, Zheng J, Lv G, Mao R, Xu P, Chen S, Zhou Y, Wang P, Zhou D. An integrated analysis of enhancer RNAs in glioma and a validation of their prognostic values. Am J Transl Res 2021; 13. [PMID: 34539983 PMCID: PMC8430071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Glioma, a highly aggressive neuroepithelial malignant brain tumor, is associated with high disability and recurrence rates. Enhancer RNA (eRNA) plays a significant role in tumor proliferation and metastasis; however, their functions in gliomas need further evaluation. We used the computational pipeline, PreSTIGE, to predict tissue-specific enhancer-derived RNAs and the underlying regulatory genes. Using data retrieved from the TCGA and CGGA databases, a LASSO regression analysis and multiCox proportional hazards regression analyses were performed to determine the hub eRNAs associated with glioma prognosis. Quantitative reverse transcription PCR was performed on the glioma samples to evaluate the expression characteristics of the identified hub eRNAs. To construct a risk signature, we selected three eRNAs, including CRNDE, MRPS31P5, and LINC00844, for their significant prognostic values. The predictive value of the risk signature was validated using the CGGA and Rembrandt cohorts. Apart from the risk signature, the nomogram performed well at predicting OS in glioma patients. An eRNA-target gene regulatory network was established, which we evaluated using a target gene enrichment analysis. Pathway and gene ontology (GO) analyses demonstrated that the risk signature is associated with mRNA processing and spliceosome in glioma. Furthermore, we found that hub eRNAs potentially regulate the expressions of numerous splicing factors, such as MOV10 and SEC31B, and are correlated with prognosis-associated alteration splicing (AS). In conclusion, we established a risk signature that comprises three eRNAs, which can accurately be utilized as targets to predict prognosis in glioma patients.
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Affiliation(s)
- Han Lin
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
- Shantou University Medical CollegeShantou 515041, Guangdong Province, P. R. China
| | - Yong Yang
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
| | - Chongxian Hou
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
| | - Jiantao Zheng
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
- School of Medicine, South China University of TechnologyGuangzhou 510006, Guangdong Province, P. R. China
| | - Guangzhao Lv
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
- Shantou University Medical CollegeShantou 515041, Guangdong Province, P. R. China
| | - Rui Mao
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
- School of Medicine, South China University of TechnologyGuangzhou 510006, Guangdong Province, P. R. China
| | - Peihong Xu
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
- Shantou University Medical CollegeShantou 515041, Guangdong Province, P. R. China
| | - Shanwei Chen
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
- Shantou University Medical CollegeShantou 515041, Guangdong Province, P. R. China
| | - Yujun Zhou
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
- Southern Medical UniversityGuangzhou 510515, Guangdong Province, P. R. China
| | - Peng Wang
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
| | - Dong Zhou
- Department of Neurosurgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical SciencesGuangzhou 510080, Guangdong Province, P. R. China
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16
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Qiu K, Zheng Z, Huang Y. Long intergenic noncoding RNA 00844 promotes apoptosis and represses proliferation of prostate cancer cells through upregulating GSTP1 by recruiting EBF1. J Cell Physiol 2020; 235:8472-8485. [PMID: 32329523 DOI: 10.1002/jcp.29690] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 03/03/2020] [Accepted: 03/24/2020] [Indexed: 12/24/2022]
Abstract
Accumulating evidence have suggested the function of long noncoding RNAs as crucial players in the pathogenesis of prostate cancer (PC), a urologic tumor in male with poor prognosis. This study was designed to explore the functions of long intergenic noncoding RNA 00844 (LINC00844) in PC progression. The expression of LINC00844 and glutathione S-transferase P1-1 (GSTP1) was detected by reverse transcription quantitative polymerase chain reaction, followed by the identification of the relationship among LINC00844, GSTP1, and early B cell factor 1 (EBF1) by dual luciferase reporter gene assay, RNA immunoprecipitation assay, electrophoretic mobility shift assay, and chromatin immunoprecipitation assay. Using loss- and gain-of-function assays, the effects of LINC00844, GSTP1, and EBF1 on the biological characteristics of PC cells were assessed by cell counting kit-8 assay, 5-ethynyl-2'-deoxyuridine assay, and flow cytometry. Lastly, the results from in vitro experiments were verified in vivo by establishing a xenograft tumor model in nude mice. LINC00844 and GSTP1 both displayed low expression in PC tissues and cells. LINC00844 positively regulated the expression of GSTP1 via recruiting EBF1. Overexpression of LINC00844 reduced proliferation and elevated apoptosis of PC cells through recruiting EBF1, which subsequently upregulated GSTP1. In vivo experiments confirmed that LINC00844 or GSTP1 upregulation attenuated tumor growth. LINC00844 elevated GSTP1 expression by recruiting EBF1 to the promoter region of GSTP1, thereby suppressing PC progression. Hence, LINC00844 is a novel therapeutic target for the development of new treatment protocols for PC.
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Affiliation(s)
- Kaiyan Qiu
- Department of Urology, Quanzhou First Hospital Affiliated Fujian Medical University, Quanzhou, P.R. China
| | - Zhixiong Zheng
- Department of Urology, Quanzhou First Hospital Affiliated Fujian Medical University, Quanzhou, P.R. China
| | - Yingfu Huang
- Department of Urology, Quanzhou First Hospital Affiliated Fujian Medical University, Quanzhou, P.R. China
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