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Jouve M, Carpentier R, Kraiem S, Legrand N, Sobolewski C. MiRNAs in Alcohol-Related Liver Diseases and Hepatocellular Carcinoma: A Step toward New Therapeutic Approaches? Cancers (Basel) 2023; 15:5557. [PMID: 38067261 PMCID: PMC10705678 DOI: 10.3390/cancers15235557] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 11/15/2023] [Accepted: 11/17/2023] [Indexed: 06/29/2024] Open
Abstract
Alcohol-related Liver Disease (ALD) is the primary cause of chronic liver disorders and hepatocellular carcinoma (HCC) development in developed countries and thus represents a major public health concern. Unfortunately, few therapeutic options are available for ALD and HCC, except liver transplantation or tumor resection for HCC. Deciphering the molecular mechanisms underlying the development of these diseases is therefore of major importance to identify early biomarkers and to design efficient therapeutic options. Increasing evidence indicate that epigenetic alterations play a central role in the development of ALD and HCC. Among them, microRNA importantly contribute to the development of this disease by controlling the expression of several genes involved in hepatic metabolism, inflammation, fibrosis, and carcinogenesis at the post-transcriptional level. In this review, we discuss the current knowledge about miRNAs' functions in the different stages of ALD and their role in the progression toward carcinogenesis. We highlight that each stage of ALD is associated with deregulated miRNAs involved in hepatic carcinogenesis, and thus represent HCC-priming miRNAs. By using in silico approaches, we have uncovered new miRNAs potentially involved in HCC. Finally, we discuss the therapeutic potential of targeting miRNAs for the treatment of these diseases.
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Affiliation(s)
- Mickaël Jouve
- Univ. Lille, Inserm, CHU Lille, U1286-INFINITE-Institute for Translational Research in Inflammation, F-59000 Lille, France
| | - Rodolphe Carpentier
- Univ. Lille, Inserm, CHU Lille, U1286-INFINITE-Institute for Translational Research in Inflammation, F-59000 Lille, France
| | - Sarra Kraiem
- Univ. Lille, Inserm, CHU Lille, U1286-INFINITE-Institute for Translational Research in Inflammation, F-59000 Lille, France
| | - Noémie Legrand
- Univ. Lille, Inserm, CHU Lille, U1286-INFINITE-Institute for Translational Research in Inflammation, F-59000 Lille, France
| | - Cyril Sobolewski
- Univ. Lille, Inserm, CHU Lille, U1286-INFINITE-Institute for Translational Research in Inflammation, F-59000 Lille, France
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Khare S, Khare T, Ramanathan R, Ibdah JA. Hepatocellular Carcinoma: The Role of MicroRNAs. Biomolecules 2022; 12:biom12050645. [PMID: 35625573 PMCID: PMC9138333 DOI: 10.3390/biom12050645] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 04/21/2022] [Accepted: 04/25/2022] [Indexed: 12/12/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the second leading cause of cancer-related deaths worldwide. HCC is diagnosed in its advanced stage when limited treatment options are available. Substantial morphologic, genetic and epigenetic heterogeneity has been reported in HCC, which poses a challenge for the development of a targeted therapy. In this review, we discuss the role and involvement of several microRNAs (miRs) in the heterogeneity and metastasis of hepatocellular carcinoma with a special emphasis on their possible role as a diagnostic and prognostic tool in the risk prediction, early detection, and treatment of hepatocellular carcinoma.
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Affiliation(s)
- Sharad Khare
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Missouri, Columbia, MO 65212, USA; (S.K.); (T.K.); (R.R.)
- Harry S. Truman Veterans Hospital, Columbia, MO 65201, USA
| | - Tripti Khare
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Missouri, Columbia, MO 65212, USA; (S.K.); (T.K.); (R.R.)
| | - Raghu Ramanathan
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Missouri, Columbia, MO 65212, USA; (S.K.); (T.K.); (R.R.)
- Harry S. Truman Veterans Hospital, Columbia, MO 65201, USA
| | - Jamal A. Ibdah
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Missouri, Columbia, MO 65212, USA; (S.K.); (T.K.); (R.R.)
- Harry S. Truman Veterans Hospital, Columbia, MO 65201, USA
- Department of Medical Pharmacology and Physiology, University of Missouri, Columbia, MO 65212, USA
- Correspondence: ; Tel.: 1-573-882-7349; Fax: 1-573-884-4595
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Fouda MS, Omran MM, Tarek G, Hady A Abdel Wahab A. Development of a novel panel based on micro-RNAs (21, 29a, 200 and 335) and alpha-fetoprotein as diagnostic biomarkers for hepatocellular carcinoma associated with hepatitis C infection. Arab J Gastroenterol 2020; 22:28-33. [PMID: 33268243 DOI: 10.1016/j.ajg.2020.08.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 08/01/2020] [Accepted: 08/11/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND STUDY AIMS MicroRNAs (miRNAs) play key roles in cancer biology; they are used as potential tools in cancer diagnosis. This study investigated the microRNA expression profile of patients with hepatocellular carcinoma (HCC). PATIENTS AND METHODS Serum microRNA expression profiles (miRNA-29a, miRNA-200, miRNA-335 and miRNA-21) were analysed in 137 patients with HCC and liver cirrhosis and 49 healthy subjects (used as negative controls) using real-time quantitative reverse transcription polymerase chain reaction. Alpha-fetoprotein (AFP), as a routine tumour marker, was also assessed using enzyme-linked immunosorbent assay. RESULTS The expression levels of miRNA-21, miRNA-335 and miRNA-200 were significantly up-regulated, whereas those of miRNA-29a were remarkably down-regulated in patients with HCC compared with those in healthy subjects. miRNA-200 had the most elevated area under the receiver operating characteristic curve (AUC) among single miRNAs used to predict HCC occurrence (AUC = 0.72). The highest discriminatory power was recorded using a panel based on the combination of four miRNAs, miRNA-200, miRNA-29a, miRNA-21 and miRNA-355, and AFP levels (AUC = 0.92). The four-miRNA panel combined with AFP levels exhibited high accuracy in predicting HCC with small tumour sizes of <2 cm (AUC = 0.90) and ≥2 cm (AUC = 0.93). The combination of the four-miRNA panel and AFP resulted in an AUC value of 0.83 for single lesions, which was lesser than that recorded for ≥2 lesions (AUC = 0.94, 0.95, respectively). CONCLUSION The combination of the four-miRNA panel and AFP levels can be used as a sensitive and specific biomarker for HCC.
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Affiliation(s)
- Manar S Fouda
- Chemistry Department, Faculty of Science, Helwan University, Cairo, Egypt
| | - Mohamed M Omran
- Chemistry Department, Faculty of Science, Helwan University, Cairo, Egypt.
| | - Gehad Tarek
- Chemistry Department, Faculty of Science, Helwan University, Cairo, Egypt
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Anti-cancer effect of miR-139-3p on laryngeal squamous cell carcinoma by targeting rab5a: In vitro and in vivo studies. Pathol Res Pract 2020; 216:153194. [PMID: 32916448 DOI: 10.1016/j.prp.2020.153194] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 08/24/2020] [Accepted: 08/25/2020] [Indexed: 11/21/2022]
Abstract
BACKGROUND Laryngeal squamous cell carcinoma is the second most common head and neck squamous cell carcinoma. Nowadays, as traditional treatment methods are gradually limited, the development of new treatment methods needs to be resolved. This study aimed to investigate the role of microRNA(miR)-139-3p in laryngeal squamous cell carcinoma, and further explored the underlying mechanism. METHODS In this study, we first used quantitative real time polymerase chain reaction (qRT-PCR) to detect the level of miR-139-3p in laryngeal squamous cell carcinoma tissue. Then, TargetScan and dual luciferase reporter assay were used to explore and verify whether rab5a was a direct target of miR-139-3p. Thereafter, the expression of miR-139-3p and rab5a in laryngeal squamous cell carcinoma cell line SNU46 was changed by transfection with miR-139-3p mimic or rab5a-plasmid. Then, SNU46 cell proliferation, cell apoptosis, cell cycle, cell migration and cell invasion were determined using Cell Counting Kit-8 (CCK-8), flow cytometry, scratch assay and Transwell assay, respectively. Finally, mouse tumor formation experiments were used to test whether miR-139-3p still exerted its role in inhibiting laryngeal squamous cell carcinoma in vivo. RESULTS Compared with the adjacent normal tissues, miR-139-3p significantly down-regulated in laryngeal squamous cell carcinoma tissue. It was confirmed by dual luciferase reporter experiment that rab5a was a direct target of miR-139-3p. Moreover, the up-regulation of miR-139-3p could effectively inhibit the proliferation, migration and invasion of laryngeal squamous cell carcinoma cells, and induced cell cycle arrest and apoptosis. In the molecular level study, we found that up-regulation of miR-139-3p inhibited the expression of rab5a in SNU46 cells. In addition, the protein and mRNA expression of factors related to cell migration, invasion, proliferation and apoptosis, such as integrin β1, Focal adhesion kinase (FAK), paxillin, B cell lymphoma-2 (bcl-2), nuclear factor-kappaB (NF-κB), vascular endothelial growth factor (VEGF), matrix metalloproteinase 9 (MMP9), in SNU46 cells were changed after miR-139-3p up-regulation. Consistent with the results of in vitro studies, in vivo experiments showed that miR-139-3p mimic inhibited laryngeal squamous cell carcinoma tumor growth. All the effects of miR-139-3p on laryngeal squamous cell carcinoma were reversed by rab5a over-expression. CONCLUSION miR-139-3p could inhibit laryngeal squamous cell carcinoma by targeting rab5a both in vitro and in vivo.
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Elnady HG, Abdelmoneam N, Eissa E, Hamid ERA, Zeid DA, Abo-Shanab AM, Atta H, Kholoussi NM. MicroRNAs as Potential Biomarkers for Childhood Epilepsy. Open Access Maced J Med Sci 2019; 7:3965-3969. [PMID: 32165937 PMCID: PMC7061375 DOI: 10.3889/oamjms.2019.634] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 11/03/2019] [Accepted: 11/04/2019] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Epilepsy is the most frequent chronic neurologic condition in childhood. Its clinical diagnosis is based on electroencephalograms (EEG) and neuroimaging techniques. MicroRNAs (miRNAs) modulate gene expression of several genes and are aberrantly expressed in several diseases. AIM Evaluation of using circulating miR-106b and miR-146a as diagnostic and prognostic biomarkers in children patients with epilepsy. METHODS Thirty epileptic children and twenty controls were enrolled in our study. They were assessed for the expression pattern of miR-106b and miR-146a in plasma using quantitative real-time PCR and determination of plasma Immunoglobulin levels. RESULTS MiR-146a and miR-106b expression patterns were significantly up-regulated in children patients than that in normal controls. Plasma Immunoglobulins were differentially expressed in epileptic patients in comparison with healthy controls. No correlations were found between expression levels of miRNAs (miR-146a and miR-106b) and clinical data or immunoglobulin levels in children patients with epilepsy. CONCLUSION Our findings suggest that up-regulated plasma miR-106b and miR-146a could be used as biomarkers for epilepsy evaluation.
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Affiliation(s)
- Hala G Elnady
- Child Health Department, Medical Research Division, National Research Centre, Giza, Egypt
| | - Naglaa Abdelmoneam
- Pediatrics Department, Faculty of Medicine for Girls, Al Azhar University, Cairo, Egypt
| | - Eman Eissa
- Immunogenetics Department, Human Genetics & Genome Research Division, National Research Centre, Giza, Egypt
| | - Enas R Abdel Hamid
- Child Health Department, Medical Research Division, National Research Centre, Giza, Egypt
| | - Dina Abu Zeid
- Child Health Department, Medical Research Division, National Research Centre, Giza, Egypt
| | - Assem M Abo-Shanab
- Immunogenetics Department, Human Genetics & Genome Research Division, National Research Centre, Giza, Egypt
| | - Hanan Atta
- Child Health Department, Medical Research Division, National Research Centre, Giza, Egypt
| | - Naglaa M Kholoussi
- Immunogenetics Department, Human Genetics & Genome Research Division, National Research Centre, Giza, Egypt
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Zheng A, Zhang L, Song X, Wang Y, Wei M, Jin F. Clinical implications of a novel prognostic factor AIFM3 in breast cancer patients. BMC Cancer 2019; 19:451. [PMID: 31088422 PMCID: PMC6518782 DOI: 10.1186/s12885-019-5659-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Accepted: 04/30/2019] [Indexed: 12/21/2022] Open
Abstract
Background In a time of increasing concerns over personalized and precision treatment in breast cancer (BC), filtering prognostic factors attracts more attention. Apoptosis-Inducing Factor Mitochondrion-associated 3 (AIFM3) is widely expressed in various tissues and aberrantly expressed in several cancers. However, clinical implication of AIFM3 has not been reported in BC. The aim of the study is to investigate the crystal structure, clinical and prognostic implications of AIFM3 in BC. Methods AIFM3 expression in 151 BC samples were assessed by immunohistochemistry (IHC). The Cancer Genome Atlas (TCGA) and Kaplan-Meier survival analysis were used to demonstrate expression and survival of AIFM3 signature. Gene Set Enrichment Analysis (GSEA) was performed to investigate the mechanisms related to AIFM3 expression in BC. Results AIFM3 was significantly more expressed in breast cancer tissues than in normal tissues. AIFM3 expression had a significant association with tumor size, lymph node metastasis, TNM stage and molecular typing. Higher AIFM3 expression was related to a shorter overall survival (OS) and disease-free survival (DFS). Lymph node metastasis and TNM stage were independent factors of AIFM3 expression. The study presented the crystal structure of AIFM3 successfully and predicted several binding sites when AIFM3 bonded to PTPN12 by Molecular Operating Environment software (MOE). Conclusions AIFM3 might be a potential biomarker for predicting prognosis in BC, adding to growing evidence that AIFM3 might interact with PTPN12. Electronic supplementary material The online version of this article (10.1186/s12885-019-5659-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ang Zheng
- Department of Breast Surgery, the First Affiliated Hospital of China Medical University, 110001, No.155 Nanjing Road, Heping Districrt, Shenyang, Liaoning Province, People's Republic of China
| | - Lin Zhang
- Department of Surgery, Huamei Hospital, University of Chinese Academy of Sciences (Ningbo No.2 Hospital), 315000, No.41 Xibei Road, Haishu District, NingBo, Zhejiang Province, People's Republic of China
| | - Xinyue Song
- Department of Pharmacology, School of Pharmacy, China Medical University, 110122, No.77 Puhe Road, Shenbei New District, Shenyang, Liaoning Province, People's Republic of China.,Liaoning Key Laboratory of molecular targeted anti-tumor drug development and evaluation, China Medical University, No.77 Puhe Road, Shenbei New District, Shenyang, 110122, Liaoning Province, People's Republic of China
| | - Yuying Wang
- Department of Breast Surgery, the First Affiliated Hospital of China Medical University, 110001, No.155 Nanjing Road, Heping Districrt, Shenyang, Liaoning Province, People's Republic of China.,Department of Breast Surgery, Liaoning Cancer Hospital and Institute, Cancer Hospital of China Medical University, 110042, No.44 Xiaoheyan Road, Dadong District, Shenyang, Liaoning Province, People's Republic of China
| | - Minjie Wei
- Department of Pharmacology, School of Pharmacy, China Medical University, 110122, No.77 Puhe Road, Shenbei New District, Shenyang, Liaoning Province, People's Republic of China.,Liaoning Key Laboratory of molecular targeted anti-tumor drug development and evaluation, China Medical University, No.77 Puhe Road, Shenbei New District, Shenyang, 110122, Liaoning Province, People's Republic of China
| | - Feng Jin
- Department of Breast Surgery, the First Affiliated Hospital of China Medical University, 110001, No.155 Nanjing Road, Heping Districrt, Shenyang, Liaoning Province, People's Republic of China.
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Roy S, Hooiveld GJ, Seehawer M, Caruso S, Heinzmann F, Schneider AT, Frank AK, Cardenas DV, Sonntag R, Luedde M, Trautwein C, Stein I, Pikarsky E, Loosen S, Tacke F, Ringelhan M, Avsaroglu SK, Goga A, Buendia MA, Vucur M, Heikenwalder M, Zucman-Rossi J, Zender L, Roderburg C, Luedde T. microRNA 193a-5p Regulates Levels of Nucleolar- and Spindle-Associated Protein 1 to Suppress Hepatocarcinogenesis. Gastroenterology 2018; 155:1951-1966.e26. [PMID: 30165047 PMCID: PMC6279541 DOI: 10.1053/j.gastro.2018.08.032] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Revised: 08/15/2018] [Accepted: 08/18/2018] [Indexed: 12/19/2022]
Abstract
BACKGROUND & AIMS We performed an integrated analysis to identify microRNAs (miRNAs) and messenger RNAs (mRNAs) with altered expression in liver tumors from 3 mouse models of hepatocellular carcinoma (HCC) and human tumor tissues. METHODS We analyzed miRNA and mRNA expression profiles of liver tissues from mice with diethylnitrosamine-induced hepatocarcinogenesis, conditional expression of lymphotoxin alpha and lymphotoxin beta, or inducible expression of a Myc transgene (Tet-O-Myc mice), as well as male C57BL/6 mice (controls). miRNA mimics were expressed and miRNAs and mRNAs were knocked down in human (Huh7, Hep3B, JHH2) hepatoma cell lines; cells were analyzed for viability, proliferation, apoptosis, migration, and invasion. Cells were grown as xenograft tumors in nude mice and analyzed. We combined in silico target gene prediction with mRNA profiles from all 3 mouse models. We quantified miRNA levels in 146 fresh-frozen tissues from patients (125 HCCs, 17 matched nontumor tissues, and 4 liver samples from patients without cancer) and published human data sets and tested correlations with patient survival times using Kaplan-Meier curves and the log-rank test. Levels of NUSAP1 mRNA were quantified in 237 HCCs and 5 nontumor liver samples using the TaqMan assay. RESULTS Levels of the miRNA 193a-5p (MIR193A-5p) were reduced in liver tumors from all 3 mouse tumor models and in human HCC samples, compared with nontumor liver tissues. Expression of a MIR193A-5p mimic in hepatoma cells reduced proliferation, survival, migration, and invasion and their growth as xenograft tumors in nude mice. We found nucleolar and spindle-associated protein 1 (NUSAP1) to be a target of MIR193A-5p; HCC cells and tissues with low levels of MIR193A-5p had increased expression of NUSAP1. Increased levels of NUSAP1 in HCC samples correlated with shorter survival times of patients. Knockdown of NUSAP1 in Huh7 cells reduced proliferation, survival, migration, and growth as xenograft tumors in nude mice. Hydrodynamic tail-vein injections of a small hairpin RNA against NUSAP1 reduced growth of Akt1-Myc-induced tumors in mice. CONCLUSIONS MIR193A-5p appears to prevent liver tumorigenesis by reducing levels of NUSAP1. Levels of MIR193A-5p are reduced in mouse and human HCC cells and tissues, leading to increased levels of NUSAP1, associated with shorter survival times of patients. Integrated analyses of miRNAs and mRNAs in tumors from mouse models can lead to identification of therapeutic targets in humans. The currently reported miRNA and mRNA profiling data have been submitted to the Gene Expression Omnibus (super-series accession number GSE102418).
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Affiliation(s)
- Sanchari Roy
- Division of Gastroenterology, Hepatology and Hepatobiliary Oncology,Department of Medicine III, University Hospital RWTH Aachen, Aachen Germany
| | - Guido J. Hooiveld
- Nutrition, Metabolism & Genomics Group, Division of Human Nutrition, Wageningen University, Wageningen, Netherlands
| | - Marco Seehawer
- Department of Internal Medicine VIII, University Hospital Tübingen, 72076 Tübingen, Germany,Department of Physiology I, Institute of Physiology, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
| | - Stefano Caruso
- Inserm UMR-1162, Functional Genomics of Solid Tumors, University Paris Descartes, University University Paris Diderot, University Paris 13, Labex Immuno-Oncology, Paris, France
| | - Florian Heinzmann
- Department of Internal Medicine VIII, University Hospital Tübingen, 72076 Tübingen, Germany,Department of Physiology I, Institute of Physiology, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
| | | | - Anna K. Frank
- Department of Medicine III, University Hospital RWTH Aachen, Aachen Germany
| | | | - Roland Sonntag
- Department of Medicine III, University Hospital RWTH Aachen, Aachen Germany
| | - Mark Luedde
- Department of Cardiology, University Hospital Kiel, 25105 Kiel, Germany
| | | | - Ilan Stein
- Department of Pathology, Hadassah–Hebrew University Medical Center, Jerusalem, Israel
| | - Eli Pikarsky
- Department of Pathology, Hadassah–Hebrew University Medical Center, Jerusalem, Israel
| | - Sven Loosen
- Department of Medicine III, University Hospital RWTH Aachen, Aachen Germany
| | - Frank Tacke
- Department of Medicine III, University Hospital RWTH Aachen, Aachen Germany
| | - Marc Ringelhan
- Technische Universität München, Ismaningerstr. 22, 81675 München
| | - Seda Kilinc Avsaroglu
- Department of Cell and Tissue Biology, University of California, San Francisco, CA 94143-0452
| | - Andrei Goga
- Department of Cell and Tissue Biology, University of California, San Francisco, CA 94143-0452
| | - Marie-Annick Buendia
- Inserm Unit U1193, University Paris-Sud, Paul Brousse Hospital, Villejuif, France
| | - Mihael Vucur
- Division of Gastroenterology, Hepatology and Hepatobiliary Oncology
| | - Mathias Heikenwalder
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Germany
| | - Jessica Zucman-Rossi
- Inserm UMR-1162, Functional Genomics of Solid Tumors, University Paris Descartes, University University Paris Diderot, University Paris 13, Labex Immuno-Oncology, Paris, France
| | - Lars Zender
- Department of Internal Medicine VIII, University Hospital Tübingen, 72076 Tübingen, Germany,Department of Physiology I, Institute of Physiology, Eberhard Karls University Tübingen, 72076 Tübingen, Germany,Translational Gastrointestinal Oncology Group, German Consortium for Translational Cancer Research (DKTK), German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | | | - Tom Luedde
- Division of Gastroenterology, Hepatology and Hepatobiliary Oncology, Aachen Germany; Department of Medicine III, University Hospital RWTH Aachen, Aachen Germany.
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Dietrich P, Koch A, Fritz V, Hartmann A, Bosserhoff AK, Hellerbrand C. Wild type Kirsten rat sarcoma is a novel microRNA-622-regulated therapeutic target for hepatocellular carcinoma and contributes to sorafenib resistance. Gut 2018; 67:1328-1341. [PMID: 29275358 DOI: 10.1136/gutjnl-2017-315402] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 10/27/2017] [Accepted: 11/05/2017] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Sorafenib is the only effective therapy for advanced hepatocellular carcinoma (HCC). Combinatory approaches targeting mitogen-activated protein kinase (MAPK)/extracellular signal-regulated kinase (ERK)- and phosphatidylinositol-4,5-bisphosphate-3-kinase (PI3K)/protein-kinase B(AKT) signalling yield major therapeutic improvements. RAS proteins regulate both RAF/MAPK and PI3K/AKT signalling. However, the most important RAS isoform in carcinogenesis, Kirsten rat sarcoma (KRAS), remains unexplored in HCC. DESIGN Human HCC tissues and cell lines were used for expression and functional analysis. Sorafenib-resistant HCC cells were newly generated. RNA interference and the novel small molecule deltarasin were used for KRAS inhibition both in vitro and in a murine syngeneic orthotopic HCC model. RESULTS Expression of wild type KRAS messenger RNA and protein was increased in HCC and correlated with extracellular-signal regulated kinase (ERK) activation, proliferation rate, advanced tumour size and poor patient survival. Bioinformatic analysis and reporter assays revealed that KRAS is a direct target of microRNA-622. This microRNA was downregulated in HCC, and functional analysis demonstrated that KRAS-suppression is the major mediator of its inhibitory effect on HCC proliferation. KRAS inhibition markedly suppressed RAF/ERK and PI3K/AKT signalling and proliferation and enhanced apoptosis of HCC cells in vitro and in vivo. Combinatory KRAS inhibition and sorafenib treatment revealed synergistic antitumorigenic effects in HCC. Sorafenib-resistant HCC cells showed elevated KRAS expression, and KRAS inhibition resensitised sorafenib-resistant cells to suppression of proliferation and induction of apoptosis. CONCLUSIONS KRAS is dysregulated in HCC by loss of tumour-suppressive microRNA-622, contributing to tumour progression, sorafenib sensitivity and resistance. KRAS inhibition alone or in combination with sorafenib appears as novel promising therapeutic strategy for HCC.
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Affiliation(s)
- Peter Dietrich
- Institute of Biochemistry, Emil-Fischer Zentrum, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Andreas Koch
- Institute of Biochemistry, Emil-Fischer Zentrum, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Valerie Fritz
- Institute of Biochemistry, Emil-Fischer Zentrum, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Arndt Hartmann
- Institute of Pathology, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany.,Comprehensive Cancer Center (CCC) Erlangen-EMN, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Anja Katrin Bosserhoff
- Institute of Biochemistry, Emil-Fischer Zentrum, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany.,Comprehensive Cancer Center (CCC) Erlangen-EMN, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Claus Hellerbrand
- Institute of Biochemistry, Emil-Fischer Zentrum, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany.,Comprehensive Cancer Center (CCC) Erlangen-EMN, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
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9
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microRNA-608 inhibits human hepatocellular carcinoma cell proliferation via targeting the BET family protein BRD4. Biochem Biophys Res Commun 2018; 501:1060-1067. [PMID: 29777702 DOI: 10.1016/j.bbrc.2018.05.108] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 05/15/2018] [Indexed: 12/16/2022]
Abstract
Over-expression of the bromodomain and extraterminal (BET) family protein BRD4 is associated with hepatocellular carcinoma (HCC) progression. In the present study, we indentified a novel putative anti-BRD4 microRNA: microRNA-608 ("miR-608"). In HepG2 cells and primary human HCC cells, over-expression of miR-608, using a lentiviral construct, induced BRD4 downregulation and proliferation inhibition. Conversely, transfection of the miR-608 inhibitor increased BRD4 expression to promote HepG2 cell proliferation. Our results suggest that BRD4 is the primary target gene of miR-608 in HepG2 cells. shRNA-mediated knockdown or CRSIPR/Cas9-mediated knockout of BRD4 mimicked and overtook miR-608's actions in HepG2 cells. Furthermore, introduction of a 3'-untranslated region (3'-UTR) mutant BRD4 (UTR-A1718G) blocked miR-608-induced c-Myc downregulation and proliferation inhibition in HepG2 cells. In vivo, HepG2 xenograft tumor growth was significantly inhibited after expressing miR-608 or BRD4 CRSIPR/Cas9-KO construct. Importantly, BRD4 mRNA was upregulated in human HCC tissues, which was correlated with downregulation of miR-608. Together, we conclude that miR-608 inhibits HCC cell proliferation possibly via targeting BET family protein BRD4.
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10
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Liu X, Wang S, Xu J, Kou B, Chen D, Wang Y, Zhu X. Extract of Stellerachamaejasme L(ESC) inhibits growth and metastasis of human hepatocellular carcinoma via regulating microRNA expression. Altern Ther Health Med 2018; 18:99. [PMID: 29554896 PMCID: PMC5859742 DOI: 10.1186/s12906-018-2123-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 02/01/2018] [Indexed: 12/27/2022]
Abstract
BACKGROUND MicroRNAs(miRNAs)are involved in the initiation and progression of hepatocellular carcinoma. ESC, an extract of Stellerachamaejasme L, had been confirmed as a potential anti-tumor extract of Traditional Chinese Medicine. In light of the important role of miRNAs in hepatocellular carcinoma, we questioned whether the inhibitory effects of ESC on hepatocellular carcinoma (HCC) were associated with miRNAs. METHODS The proliferation inhibition of ESC on HCC cells was measured with MTT assay. The migration inhibition of ESC on HCC cells was measured with transwell assay. The influences of ESC on growth and metastasis inhibition were evaluated with xenograft tumor model of HCC. Protein expressions were measured with western blot and immunofluorescence methods and miRNA profiles were detected with miRNA array. Differential miRNA and target mRNAs were verified with real-time PCR. RESULTS The results showed that ESC could inhibit proliferation and epithelial mesenchymal transition (EMT) in HCC cells in vitro and tumor growth and metastasis in xenograft models in vivo. miRNA array results showed that 69 differential miRNAs in total of 429 ones were obtained in MHCC97H cells treated by ESC. hsa-miR-107, hsa-miR-638, hsa-miR-106b-5p were selected to be validated with real-time PCR method in HepG2 and MHCC97H cells. Expressions of hsa-miR-107 and hsa-miR-638 increased obviously in HCC cells treated by ESC. Target genes of three miRNAs were also validated with real-time PCR. Interestingly, only target genes of hsa-miR-107 changed greatly. ESC downregulated the MCL1, SALL4 and BCL2 gene expressions significantly but did not influence the expression of CACNA2D1. CONCLUSION The findings suggested ESC regressed growth and metastasis of human hepatocellular carcinoma via regulating microRNAs expression and their corresponding target genes.
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Wang G, Fang X, Han M, Wang X, Huang Q. MicroRNA-493-5p promotes apoptosis and suppresses proliferation and invasion in liver cancer cells by targeting VAMP2. Int J Mol Med 2018; 41:1740-1748. [PMID: 29328362 DOI: 10.3892/ijmm.2018.3358] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2016] [Accepted: 12/15/2017] [Indexed: 11/05/2022] Open
Abstract
The aim of the present study was to explore the role of miR‑493-5p in liver cancer tissues and cell lines, and its effect on cell behavioral characteristics. The expression of miR-493-5p was detected by reverse transcription-quantitative polymerase chain reaction (RT-qPCR) in liver cancer tissues and cell lines (hepatic cell line HL-7702 and the liver cancer cell lines HCCC-9810, HuH-7 and HepG2). In addition, the mechanism by which miR-493-5p mediates its effects was analyzed via the transfection of miR-493-5p mimic and negative control miRNA into HepG2 cells. The viability, proliferation, apoptosis and invasion of the cells were analyzed using MTT assay, flow cytometry and Transwell chamber experiments. Furthermore, the effect of miR-493-5p on the expression of vesicle associated membrane protein 2 (VAMP2) was assayed using a dual-luciferase reporter system, and VAMP2 protein levels were determined by western blot analysis. In addition, following the cotransfection of HepG2 cells with pcDNA3.1‑VAMP2 plasmid and miR‑493-5p mimic, the role of miR-493-5p as a regulator of VAMP2 was evaluated using MTT assay, flow cytometry and Transwell chamber experiments. RT-qPCR analysis indicated that the expression of miR-493-5p in liver cancer tissues and cell lines was decreased significantly compared with that in adjacent normal liver tissues and normal liver cell lines, respectively. Compared with the control group, the cells transfected with miR-493-5p mimic (the miR-493-5p overexpression group) exhibited reduced cell viability, a reduced percentage of cells in the S phase and an increased percentage of apoptotic cells. In addition, fewer cells passed through the Transwell membrane in the miR-493-5p overexpression group compared with the control group. In the dual-luciferase reporter assay, luciferase activity in the miR‑493-5p overexpression group was attenuated compared with that in the control group. In addition, western blot analysis indicated that the VAMP2 protein levels in the miR‑493-5p overexpression group were lower than those in the control group. Furthermore, in cells overexpressing miR-493-5p and VAMP2 simultaneously, the biological behavior of the cells, including cell viability, cell cycle and cell invasiveness, was significantly rescued compared with that of the control group transfected with miR‑493-5p alone. In conclusion, miR-493-5p is indicated to be a tumor suppressor gene, and is downregulated in human liver cancer. miR-493-5p overexpression promotes cell apoptosis and inhibits the proliferation and migration of liver cancer cells by negatively regulating the expression of VAMP. These observations suggest the potential of treating liver cancer by the overexpression of microRNA-493-5p.
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Affiliation(s)
- Guannan Wang
- Department of Pancreato-Biliary Surgery, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei, Anhui 230001, P.R. China
| | - Xiaosan Fang
- Department of Hepatobiliary Surgery, Yijishan Hospital Affiliated to Wannan Medical College, Wuhu, Anhui 241001, P.R. China
| | - Meng Han
- Department of Hepatobiliary Surgery, Yijishan Hospital Affiliated to Wannan Medical College, Wuhu, Anhui 241001, P.R. China
| | - Xiaoming Wang
- Department of Hepatobiliary Surgery, Yijishan Hospital Affiliated to Wannan Medical College, Wuhu, Anhui 241001, P.R. China
| | - Qiang Huang
- Department of Pancreato-Biliary Surgery, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei, Anhui 230001, P.R. China
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12
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Wu LP, Wu J, Shang A, Yang M, Li LL, Yu J, Xu LR, Wang CB, Wang WW, Zhu JJ, Lu WY. miR-124 inhibits progression of hepatocarcinoma by targeting KLF4 and promises a novel diagnostic marker. ARTIFICIAL CELLS NANOMEDICINE AND BIOTECHNOLOGY 2017; 46:159-167. [PMID: 29252002 DOI: 10.1080/21691401.2017.1415918] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Li-Pei Wu
- Department of Clinical Laboratory, The Affiliated Dongtai Hospital of Nantong University, Dongtai, China
| | - Jian Wu
- Department of Oncology, The Sixth People’s Hospital of Yancheng City, Yancheng, Jiangsu, China
| | - Anquan Shang
- Department of Laboratory Medicine, Tongji Hospital of Tongji University, Shanghai, Shanghai, China
- Department of Laboratory Medicine, The Sixth People’s Hospital of Yancheng City, Yancheng, Jiangsu, China
| | - Man Yang
- Department of Laboratory Medicine, Yancheng TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Yancheng, Jiangsu, China
| | - Ling-Ling Li
- Department of Oncology, The Sixth People’s Hospital of Yancheng City, Yancheng, Jiangsu, China
| | - Jing Yu
- Department of Oncology, The Sixth People’s Hospital of Yancheng City, Yancheng, Jiangsu, China
| | - Lei-Rong Xu
- Department of Oncology, The Sixth People’s Hospital of Yancheng City, Yancheng, Jiangsu, China
| | - Chun-Bing Wang
- Department of Oncology, Yancheng Hospital Affiliated to Medical College of Southeast University and The Third People's Hospital of Yancheng City, Yancheng, China
| | - Wei-Wei Wang
- Department of Pathology, The First People's Hospital of Yancheng City, Yancheng, Jiangsu, China
- Department of Pathology, The Sixth People’s Hospital of Yancheng City, Yancheng, Jiangsu, China
| | - Jian-Jun Zhu
- Department of Oncology, The Sixth People’s Hospital of Yancheng City, Yancheng, Jiangsu, China
| | - Wen-Ying Lu
- Department of Laboratory Medicine, The Sixth People’s Hospital of Yancheng City, Yancheng, Jiangsu, China
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13
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Bai P, Xia N, Sun H, Kong Y. Pleiotrophin, a target of miR-384, promotes proliferation, metastasis and lipogenesis in HBV-related hepatocellular carcinoma. J Cell Mol Med 2017; 21:3023-3043. [PMID: 28557334 PMCID: PMC5661149 DOI: 10.1111/jcmm.13213] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Accepted: 03/29/2017] [Indexed: 12/27/2022] Open
Abstract
Hepatitis B virus (HBV) infection plays a crucial role and is a major cause of hepatocellular carcinoma (HCC) in China. microRNAs (miRNAs) have emerged as key players in hepatic steatosis and carcinogenesis. We found that down-regulation of miR-384 expression was a common event in HCC, especially HBV-related HCC. However, the possible function of miR-384 in HBV-related HCC remains unclear. The oncogene pleiotrophin (PTN) was a target of miR-384. HBx inhibited miR-384, increasing PTN expression. The PTN receptor N-syndecan was highly expressed in HCC. PTN induced by HBx acted as a growth factor via N-syndecan on hepatocytes and further promoted cell proliferation, metastasis and lipogenesis. PTN up-regulated sterol regulatory element-binding protein 1c (SREBP-1c) through the N-syndecan/PI3K/Akt/mTORC1 pathway and the expression of lipogenic genes, including fatty acid synthesis (FAS). PTN-mediated de novo lipid synthesis played an important role in HCC proliferation and metastasis. PI3K/AKT and an mTORC1 inhibitor diminished PTN-induced proliferation, metastasis and lipogenesis. Taken together, these data strongly suggest that the dysregulation of miR-384 could play a crucial role in HBV related to HCC, and the target gene of miR-384, PTN, represents a new potential therapeutic target for the prevention of hepatic steatosis and further progression to HCC after chronic HBV infection.
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Affiliation(s)
- Pei‐song Bai
- Department of OncologyFirst Hospital of Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Nan Xia
- Institute of Cancer Prevention and ControlPeking University Cancer HospitalBei'jingChina
| | - Hong Sun
- Department of OncologyFirst Hospital of Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Ying Kong
- Department of OncologyFirst Hospital of Xi'an Jiaotong UniversityXi'anShaanxiChina
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14
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Mechanistic roles of microRNAs in hepatocarcinogenesis: A study of thioacetamide with multiple doses and time-points of rats. Sci Rep 2017; 7:3054. [PMID: 28596526 PMCID: PMC5465221 DOI: 10.1038/s41598-017-02798-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Accepted: 04/19/2017] [Indexed: 02/06/2023] Open
Abstract
Environmental chemicals exposure is one of the primary factors for liver toxicity and hepatocarcinoma. Thioacetamide (TAA) is a well-known hepatotoxicant and could be a liver carcinogen in humans. The discovery of early and sensitive microRNA (miRNA) biomarkers in liver injury and tumor progression could improve cancer diagnosis, prognosis, and management. To study this, we performed next generation sequencing of the livers of Sprague-Dawley rats treated with TAA at three doses (4.5, 15 and 45 mg/kg) and four time points (3-, 7-, 14- and 28-days). Overall, 330 unique differentially expressed miRNAs (DEMs) were identified in the entire TAA-treatment course. Of these, 129 DEMs were found significantly enriched for the “liver cancer” annotation. These results were further complemented by pathway analysis (Molecular Mechanisms of Cancer, p53-, TGF-β-, MAPK- and Wnt-signaling). Two miRNAs (rno-miR-34a-5p and rno-miR-455-3p) out of 48 overlapping DEMs were identified to be early and sensitive biomarkers for TAA-induced hepatocarcinogenicity. We have shown significant regulatory associations between DEMs and TAA-induced liver carcinogenesis at an earlier stage than histopathological features. Most importantly, miR-34a-5p is the most suitable early and sensitive biomarker for TAA-induced hepatocarcinogenesis due to its consistent elevation during the entire treatment course.
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15
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Miousse IR, Murphy LA, Lin H, Schisler MR, Sun J, Chalbot MCG, Sura R, Johnson K, LeBaron MJ, Kavouras IG, Schnackenberg LK, Beger RD, Rasoulpour RJ, Koturbash I. Dose-response analysis of epigenetic, metabolic, and apical endpoints after short-term exposure to experimental hepatotoxicants. Food Chem Toxicol 2017; 109:690-702. [PMID: 28495587 DOI: 10.1016/j.fct.2017.05.013] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Revised: 05/05/2017] [Accepted: 05/07/2017] [Indexed: 12/16/2022]
Abstract
Identification of sensitive and novel biomarkers or endpoints associated with toxicity and carcinogenesis is of a high priority. There is increasing interest in the incorporation of epigenetic and metabolic biomarkers to complement apical data; however, a number of questions, including the tissue specificity, dose-response patterns, early detection of those endpoints, and the added value need to be addressed. In this study, we investigated the dose-response relationship between apical, epigenetic, and metabolomics endpoints following short-term exposure to experimental hepatotoxicants, clofibrate (CF) and phenobarbital (PB). Male F344 rats were exposed to PB (0, 5, 25, and 100 mg/kg/day) or CF (0, 10, 50, and 250 mg/kg/day) for seven days. Exposure to PB or CF resulted in dose-dependent increases in relative liver weights, hepatocellular hypertrophy and proliferation, and increases in Cyp2b1 and Cyp4a1 transcripts. These changes were associated with altered histone modifications within the regulatory units of cytochrome genes, LINE-1 DNA hypomethylation, and altered microRNA profiles. Metabolomics data indicated alterations in the metabolism of bile acids. This study provides the first comprehensive analysis of the apical, epigenetic and metabolic alterations, and suggests that the latter two occur within or near the dose response curve of apical endpoint alterations following exposure to experimental hepatotoxicants.
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Affiliation(s)
- Isabelle R Miousse
- Department of Environmental and Occupational Health, College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, 72205, USA.
| | - Lynea A Murphy
- Toxicology and Environmental Research & Consulting, The Dow Chemical Company, Midland, MI, USA.
| | - Haixia Lin
- Department of Environmental and Occupational Health, College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, 72205, USA.
| | - Melissa R Schisler
- Toxicology and Environmental Research & Consulting, The Dow Chemical Company, Midland, MI, USA.
| | - Jinchun Sun
- Division of Systems Biology, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR 72079, USA.
| | - Marie-Cecile G Chalbot
- Department of Environmental Health Sciences, Ryals School of Public Health, University of Alabama at Birmingham, 1665 University Blvd, Birmingham, AL 35246, USA.
| | - Radhakrishna Sura
- Toxicology and Environmental Research & Consulting, The Dow Chemical Company, Midland, MI, USA.
| | - Kamin Johnson
- Toxicology and Environmental Research & Consulting, The Dow Chemical Company, Midland, MI, USA.
| | - Matthew J LeBaron
- Toxicology and Environmental Research & Consulting, The Dow Chemical Company, Midland, MI, USA.
| | - Ilias G Kavouras
- Department of Environmental Health Sciences, Ryals School of Public Health, University of Alabama at Birmingham, 1665 University Blvd, Birmingham, AL 35246, USA.
| | - Laura K Schnackenberg
- Division of Systems Biology, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR 72079, USA.
| | - Richard D Beger
- Division of Systems Biology, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR 72079, USA.
| | - Reza J Rasoulpour
- Toxicology and Environmental Research & Consulting, The Dow Chemical Company, Midland, MI, USA.
| | - Igor Koturbash
- Department of Environmental and Occupational Health, College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, 72205, USA.
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16
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Fang M, Zheng WJ, Yao M, Dong ZZ, Yao DF. Novel specific markers for hepatocellular carcinoma: Perspective on clinical applications. Shijie Huaren Xiaohua Zazhi 2017; 25:865-873. [DOI: 10.11569/wcjd.v25.i10.865] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most common cancers worldwide. Despite continuous global efforts aimed at HCC eradication and improvements in various treatment techniques, the prognosis of HCC remains very poor. How to monitor malignant transformation of hepatocytes or diagnose HCC at early stage is still a medical challenge. A growing understanding of the multiple pathogenic factors including hepatitis B virus or hepatitis C virus infection, lipid accumulation, aflatoxin B1 intake and so on suggests that hepatocarcinogenesis is a multistep process. A large number of oncogenes or tumor suppressor genes have been identified. Early screening of HCC patients has been reported to confer a survival benefit. Although serum alpha-fetoprotein (AFP) and hepatoma-specific AFP have been used as conventional tumor markers, they often show false-positive results and lack sufficient sensitivity and specificity. In order to provide optimal treatment for each patient with HCC, more precise and effective biomarkers are urgently needed in all phases of management from early detection to staging, treatment monitoring, and prognosis evaluation. Recently, numerous studies have shown the clinical utility of novel blood-based biomarkers, such as circulating tumor cells, key signal molecules or specific proteins, long non-coding RNAs, and microRNAs. In this article, we will review some novel HCC-related biomarkers and discuss their future perspective on clinical applications.
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17
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Cui Y, She K, Tian D, Zhang P, Xin X. miR-146a Inhibits Proliferation and Enhances Chemosensitivity in Epithelial Ovarian Cancer via Reduction of SOD2. Oncol Res 2017; 23:275-82. [PMID: 27131313 PMCID: PMC7838621 DOI: 10.3727/096504016x14562725373798] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Epithelial ovarian cancer (EOC) is the most lethal gynecological malignancy, accounting for 90% of all ovarian cancer. Dysregulation of miRNAs is associated with several types of EOC. In the current research, we aimed to study the role of abnormal expression of miR-146a in the development of EOC and to elucidate the possible molecular mechanisms. Compared with control samples, mRNA expression of miR-146a was significantly decreased in EOC tissues and cell lines. Overexpression of miR-146a prohibited cell proliferation, enhanced apoptosis, and increased sensitivity to chemotherapy drugs in EOC cells. In contrast, downregulation of miR-146a promoted cell proliferation, suppressed apoptosis, and decreased sensitivity to chemotherapy drugs in EOC cells. Overexpression of miR-146a increased the reactive oxygen species (ROS) level and decreased SOD2 mRNA and protein expression. Downregulation of miR-146a increased SOD2 mRNA and protein expression. Overexpression of SOD2 significantly inhibited miR-146a mimics-induced suppression of cell proliferation and the increase of apoptosis and chemosensitivity. In conclusion, we identify miR-146a as a potential tumor suppressor in patients with EOC. miR-146a downregulates the expression of SOD2 and enhances ROS generation, leading to increased apoptosis, inhibition of proliferation, and enhanced sensitivity to chemotherapy. The data demonstrate that the miR-146a/SOD2/ROS pathway may serve as a novel therapeutic target and prognostic marker in patients with EOC.
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Affiliation(s)
- YaJie Cui
- Department of Obstetrics and Gynecology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
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18
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Zendjabil M, Favard S, Tse C, Abbou O, Hainque B. [The microRNAs as biomarkers: What prospects?]. C R Biol 2017; 340:114-131. [PMID: 28081967 DOI: 10.1016/j.crvi.2016.12.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2016] [Revised: 12/12/2016] [Accepted: 12/15/2016] [Indexed: 12/12/2022]
Abstract
MicroRNAs are nucleic acids of about twenty nucleotides that regulate about a third of the genome at the post-transcriptional level. Thanks to their different forms of transport, microRNAs are stable and can be detected in biological fluids such as blood, urine, cerebrospinal fluid, or saliva. In addition, the profile of circulating microRNAs is a specific part of the cells in which it is secreted and is modified according to the physiological or pathological conditions of these cells. MicroRNAs therefore appear as biomarkers of interest for many diseases. However, these applications face several challenges because there are currently considerable differences between the sample processing procedures, assay methods, and especially the result standardization strategies. This literature review aims to take stock of the current use of microRNAs as biomarkers mainly in biological fluids and address the perspectives that emerge from the fact that their vesicular circulating forms could be used to assess the state of the cells and the tissues that produce them.
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Affiliation(s)
- Mustapha Zendjabil
- Service de biochimie, établissement hospitalier universitaire (EHU) d'Oran, 1(er)-Novembre-1954, BP 4166 Ibn Rochd, Oran, Algérie.
| | - Séverine Favard
- Service de biochimie métabolique, hôpitaux universitaires Pitié-Salpêtrière-Charles-Foix, 47, boulevard de l'Hôpital, 75013 Paris, France
| | - Chantal Tse
- Service de biochimie métabolique, hôpitaux universitaires Pitié-Salpêtrière-Charles-Foix, 47, boulevard de l'Hôpital, 75013 Paris, France
| | - Omar Abbou
- Service de biochimie, établissement hospitalier universitaire (EHU) d'Oran, 1(er)-Novembre-1954, BP 4166 Ibn Rochd, Oran, Algérie
| | - Bernard Hainque
- Service de biochimie métabolique, hôpitaux universitaires Pitié-Salpêtrière-Charles-Foix, 47, boulevard de l'Hôpital, 75013 Paris, France
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19
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Zhang H, Wang Y, Liu Z, Yao B, Dou C, Xu M, Li Q, Jia Y, Wu S, Tu K, Liu Q. Lymphocyte-specific protein 1 inhibits the growth of hepatocellular carcinoma by suppressing ERK1/2 phosphorylation. FEBS Open Bio 2016; 6:1227-1237. [PMID: 28255535 PMCID: PMC5324767 DOI: 10.1002/2211-5463.12139] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Revised: 08/29/2016] [Accepted: 09/27/2016] [Indexed: 12/13/2022] Open
Abstract
Lymphocyte‐specific protein 1 (LSP1) has been reported to regulate cell biology in several human cancers including lymphoma and breast cancer. However, the functions of LSP1 in human hepatocellular carcinoma (HCC) are still unknown. In this study, we found that LSP1 expression was downregulated in HCC tissues and cell lines, and lower LSP1 expression was correlated with poor clinicopathological features including large tumor size, high Edmondson–Steiner grading and advanced tumor–node–metastasis (TNM) stage. Additionally, we demonstrated that patients with high LSP1 expression had significantly better overall survival and disease‐free survival. Moreover, LSP1 was found to be an independent factor for predicting the prognosis of HCC patients. In vitro and in vivo assays showed that overexpressing LSP1 inhibited HCC growth by inducing both apoptosis and growth arrest. Mechanistically, we found that expression of phosphorylated extracellular regulated protein kinases 1 and 2 (ERK1/2) was downregulated after LSP1 overexpression, indicating LSP1 could suppress HCC growth by inhibiting the ERK pathway in HCC cells. Taken together, these results indicate that LSP1 may serve as a prognostic marker and a potential therapeutic target in human HCC.
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Affiliation(s)
- Hongyong Zhang
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
| | - Yufeng Wang
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
| | - Zhikui Liu
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
| | - Bowen Yao
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
| | - Changwei Dou
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
| | - Meng Xu
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
| | - Qing Li
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
| | - Yuli Jia
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
| | - Shengli Wu
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
| | - Kangsheng Tu
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
| | - Qingguang Liu
- Department of Hepatobiliary Surgery The First Affiliated Hospital of Xi'an Jiaotong University China
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20
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An N, Zhao W, Liu Y, Yang X, Chen P. Elevated serum miR-106b and miR-146a in patients with focal and generalized epilepsy. Epilepsy Res 2016; 127:311-316. [PMID: 27694013 DOI: 10.1016/j.eplepsyres.2016.09.019] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 09/21/2016] [Accepted: 09/24/2016] [Indexed: 10/20/2022]
Abstract
BACKGROUND Epilepsy is a chronic neurological disorder characterized by recurring seizures. Although scalp electroencephalograms (EEG) and neuroimaging have been used in clinical diagnosis of epilepsy, the more economical, rapid and non-invasive biomarker is still desirable, contributing to the accurate clinical diagnosis and facilitating the appropriate treatment. METHODS The expression of four epilepsy-associated miRNAs (miR-106b, miR-146a, miR-194-5p and miR-301a) was measured by quantitative RT-PCR in the serum of 90 epilepsy patients and control populations. RESULTS It was found that the serum miR-106b, miR-146a and miR-301a were significantly increased but serum miR-194-5p was significantly decreased in epilepsy patients compared with healthy control populations. In addition, serum miR-106b (r=0.6412) and miR-146a (r=0.5896) were correlated with NHS3 score in epilepsy patients. Furthermore, the ROC result of serum miR-106b for prediction of epilepsy was 0.786, higher than those of serum miR-146a (AUC=0.774), miR-194 (AUC=0.686) or miR-310a (AUC=0.696). The combination of serum miR-106b and miR-146a gained a better sensitivity/specificity for prediction of epilepsy (AUC=0.887). CONCLUSION Our preliminary findings indicate that upregulated serum miR-106b and miR-146a might be a potential biomarker for epilepsy evaluation.
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Affiliation(s)
- Ning An
- Department of neurology (section II), HongQi Hospital, MuDanJiang Medical College, China.
| | - Wei Zhao
- Department of anatomy, MuDanJiang Medical College, China.
| | - Yancui Liu
- Department of anatomy, MuDanJiang Medical College, China.
| | - Xiaofan Yang
- Department of neurology (section II), HongQi Hospital, MuDanJiang Medical College, China.
| | - Pei Chen
- Department of pathophysiology, MuDanJiang Medical College, China.
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21
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Dong X, Ding W, Ye J, Yan D, Xue F, Xu L, Yin J, Guo W. MiR-24-3p enhances cell growth in hepatocellular carcinoma by targeting metallothionein 1M. Cell Biochem Funct 2016; 34:491-496. [PMID: 27650047 DOI: 10.1002/cbf.3213] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2016] [Revised: 08/14/2016] [Accepted: 08/15/2016] [Indexed: 12/12/2022]
Abstract
Dysregulation of microRNAs has been demonstrated to contribute to malignant progression of cancers, including hepatocellular carcinoma (HCC). MiR-24-3p was previously reported to be significantly upregulated in HCC. However, the potential role and mechanism of action of miR-24-3p in the initiation and progression of HCC remain largely unknown. Quantitative reverse transcription polymerase chain reaction demonstrated that miR-24-3p was significantly upregulated in HCC tumor tissues compared with nontumor tissues. The cell viability, colony formation assay, and tumorigenicity assays in nude mice showed that miR-24-3p could enhance HCC cell growth in vitro and in vivo. Metallothionein 1M was verified as an miR-24-3p target gene by using dual-luciferase reporter assays, quantitative reverse transcription polymerase chain reaction, and Western blotting, which was involved in miR-24-3p regulated HCC cell growth. These results indicated that miR-24-3p plays an important role in the initiation and progression of HCC by targeting metallothionein 1M, and the miR-24-3p/metallothionein 1M pathway may contribute to the development of novel therapeutic strategies for HCC in the future.
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Affiliation(s)
- Xiaogang Dong
- Department of Hepatopancreatobiliary Surgery, Cancer Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Wei Ding
- Department of Hepatopancreatobiliary Surgery, Cancer Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Jianwei Ye
- Department of Cancer Center, The first affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Dong Yan
- Department of Hepatopancreatobiliary Surgery, Cancer Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Feng Xue
- Department of Hepatopancreatobiliary Surgery, Cancer Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Lin Xu
- Department of Hepatopancreatobiliary Surgery, Cancer Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Jiwei Yin
- Department of Hepatopancreatobiliary Surgery, Cancer Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Wenjia Guo
- Department of Cancer Research Institute, Cancer Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China.
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22
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González-Vallinas M, Breuhahn K. MicroRNAs are key regulators of hepatocellular carcinoma (HCC) cell dissemination-what we learned from microRNA-494. Hepatobiliary Surg Nutr 2016; 5:372-6. [PMID: 27500444 DOI: 10.21037/hbsn.2016.05.07] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Affiliation(s)
| | - Kai Breuhahn
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
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23
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Ji JS, Xu M, Song JJ, Zhao ZW, Chen MJ, Chen WQ, Tu JF, Yang XM. Inhibition of microRNA-126 promotes the expression of Spred1 to inhibit angiogenesis in hepatocellular carcinoma after transcatheter arterial chemoembolization: in vivo study. Onco Targets Ther 2016; 9:4357-67. [PMID: 27499630 PMCID: PMC4959414 DOI: 10.2147/ott.s106513] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
MicroRNA-126 (miR-126) has been found to promote angiogenesis, but the underlying mechanisms are still unclear. So, we conducted this study to explore the effect of miR-126 expression on angiogenesis in hepatocellular carcinoma (HCC) after transcatheter arterial chemoembolization (TACE). The expression levels of miR-126 and sprouty-related, EVH1 domain containing protein (Spred)1 in surgically resected HCC tissue, HCC tissue with TACE + operation, and tumor-adjacent tissues were determined by quantitative real-time polymerase chain reaction. The expression levels of miR-126, Spred1, and vascular endothelial growth factor were found by quantitative real-time polymerase chain reaction and Western blot. The microvessel density (MVD) of tumor tissues was determined by immunohistochemical staining. The miR-126 and Spred1 expressions in HCC tissue with TACE + operation were elevated and decreased, respectively, as compared to those in surgically resected HCC tissues and tumor-adjacent tissues (all P<0.001), which indicated that the expression of Spred1 was negatively correlated with miR-126 (P<0.001, r=−0.6224). Based on the bioinformatics analysis and luciferase reporter gene activity detection, Spred1 was found to target miR-126 (P<0.001). Inhibition of miR-126 expression reduces the degree of weight loss and tumor size in TACE model rats. The MVD in TACE + operation group was increased compared to that in the control group; inhibition of miR-126 expression had a reversal effect, to a certain extent, on MVD increase after TACE (all P<0.05). Inhibition of miR-126 expression increased Spred1 expression and decreased vascular endothelial growth factor expression (P<0.01). In summary, this study unveiled the potential mechanism by which miR-126 regulates angiogenesis in HCC tissues through embolization treatment by targeting Spred1, and also showed that the feasibility of TACE with the miR-126 inhibitor has a certain value in the medical treatment of HCC.
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Affiliation(s)
- Jian-Song Ji
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China; Department of Radiology, Lab-Yang, University of Washington, Seattle, WA, USA
| | - Min Xu
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Jing-Jing Song
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Zhong-Wei Zhao
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Min-Jiang Chen
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Wei-Qian Chen
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Jian-Fei Tu
- Department of Radiology, Affiliated Lishui Hospital of Zhejiang University, Fifth Affiliated Hospital of Wenzhou Medical University, Central Hospital of Zhejiang Lishui, Lishui, People's Republic of China
| | - Xiao-Ming Yang
- Department of Radiology, Lab-Yang, University of Washington, Seattle, WA, USA
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24
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Hao M, Zhao W, Zhang L, Wang H, Yang X. Low folate levels are associated with methylation-mediated transcriptional repression of miR-203 and miR-375 during cervical carcinogenesis. Oncol Lett 2016; 11:3863-3869. [PMID: 27313708 DOI: 10.3892/ol.2016.4449] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Accepted: 01/22/2016] [Indexed: 12/14/2022] Open
Abstract
The aim of the present study was to investigate the correlation between a lack of folic acid and the abnormal expression of microRNA (miR)-203 and miR-375 in cervical cancer. In total, 60 tissue samples of cervical intraepithelial neoplasia (CIN) or stage IA-IIA cervical cancer (study group), and 30 samples without soluble interleukin or malignancy (control group) were examined. The expression of miR-203 and miR-375 was detected using reverse transcription-quantitative polymerase chain reaction (RT-qPCR), and the difference in expression levels was quantified using the 2-ΔΔCq method. In addition, CaSki cervical cancer cells were cultured in vitro and treated with various concentrations of folic acid. The DNA methylation states of miR-203 and miR-375 were subsequently detected by methylation-specific PCR, and the expression levels were evaluated using RT-PCR. miR-203 and miR-375 were significantly downregulated in CIN and cervical cancer tissues, compared with the control group. There was a marked difference in terms of the expression levels of miR-375 between the two groups (P<0.05). In CaSki cells, as the concentration of folic acid increased, the positive rate of DNA methylation of miR-203 and miR-375 decreased, while the expression levels of miR-203 and miR-375 demonstrated a gradual increase, which indicated that the latter two parameters were negatively correlated (P<0.05). Compared with normal cervical tissue, the expression levels of miR-203 and miR-375 were downregulated in CIN and cervical cancer. Methylation of these two miRs was apparent in CaSki cells, and was associated with a lack of folic acid. Therefore, reduced levels of folic acid, leading to increased methylation of miR-203 and miR-375, may be significant events during cervical carcinogenesis.
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Affiliation(s)
- Min Hao
- Department of Obstetrics and Gynecology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, P.R. China
| | - Weihong Zhao
- Department of Obstetrics and Gynecology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, P.R. China
| | - Lili Zhang
- Department of Obstetrics and Gynecology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, P.R. China
| | - Honghong Wang
- Department of Obstetrics and Gynecology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, P.R. China
| | - Xin Yang
- Department of Obstetrics and Gynecology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, P.R. China
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25
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Zhou X, Zhu HQ, Ma CQ, Li HG, Liu FF, Chang H, Lu J. MiR-1180 promoted the proliferation of hepatocellular carcinoma cells by repressing TNIP2 expression. Biomed Pharmacother 2016; 79:315-20. [PMID: 27044843 DOI: 10.1016/j.biopha.2016.02.025] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Revised: 02/22/2016] [Accepted: 02/22/2016] [Indexed: 12/29/2022] Open
Abstract
MicroRNAs (miRNAs) are short, non-coding RNAs with post-transcriptional regulatory function, playing crucial roles in cancer development and progression of hepatocellular carcinoma (HCC). Previous studies have indicated that miR-1180 was implicated in diverse biological processes. However, the underlying mechanism of miR-1180 in HCC has not been intensively investigated. In this study, we aimed to investigate the role of miR-1180 and its target genes in HCC. We found that miR-1180 expression was significantly increased in HCC cells and clinical tissues compared with their corresponding controls. Overexpression of miR-1180 promoted cell proliferation in HCC cell line HepG2. TNFAIP3 interacting protein 2 (TNIP2), a potential target gene of miR-1180, and were validated by a luciferase assay. Further studies revealed that miR-1180 regulated cell proliferation of HCC by directly suppressing TNIP2 expression and the knockdown of TNIP2 expression reversed the effect of miR-1180-in on HCC cell proliferation. In summary, our data indicated that miR-1180 might act as a tumor promoter by targeting TNIP2 during development of HCC.
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Affiliation(s)
- Xu Zhou
- Department of Hepatobiliary Surgery, Provincial Hospital Affiliated to Shandong University, East District, Jinan 250014, Shandong Province, China
| | - Hua-Qiang Zhu
- Department of Hepatobiliary Surgery, Provincial Hospital Affiliated to Shandong University, East District, Jinan 250014, Shandong Province, China
| | - Chao-Qun Ma
- Department of Hepatobiliary Surgery, Provincial Hospital Affiliated to Shandong University, East District, Jinan 250014, Shandong Province, China
| | - Hong-Guang Li
- Department of Hepatobiliary Surgery, Provincial Hospital Affiliated to Shandong University, East District, Jinan 250014, Shandong Province, China
| | - Fang-Feng Liu
- Department of Hepatobiliary Surgery, Provincial Hospital Affiliated to Shandong University, East District, Jinan 250014, Shandong Province, China
| | - Hong Chang
- Department of Hepatobiliary Surgery, Provincial Hospital Affiliated to Shandong University, East District, Jinan 250014, Shandong Province, China
| | - Jun Lu
- Department of Hepatobiliary Surgery, Provincial Hospital Affiliated to Shandong University, East District, Jinan 250014, Shandong Province, China.
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