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Abe K, Suzuki R, Fujita M, Hayashi M, Takahashi A, Ohira H. Circulating extracellular vesicle-encapsulated microRNA-557 induces a proinflammatory immune response and serves as a diagnostic or relapse marker in autoimmune hepatitis. Hepatol Res 2022; 52:1034-1049. [PMID: 35962993 DOI: 10.1111/hepr.13829] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 07/29/2022] [Accepted: 08/11/2022] [Indexed: 12/12/2022]
Abstract
AIM This study investigated serum microRNAs (miRNAs/miRs) in autoimmune hepatitis (AIH) and the relationship of these molecules with diagnostic and relapse markers. METHODS Initially, extracellular vesicle-encapsulated miRNAs (EV-miRNAs) in serum with altered expression in AIH relative to healthy control (HC) samples were identified using microarray analysis. To validate the microarray results, the expression levels of selected EV-miRNAs were determined. RESULTS Among the 2569 mature miRNAs evaluated in the microarray, EV-miR-557 discriminated patients with AIH from healthy controls (HCs). Validation by digital polymerase chain reaction indicated that serum EV-miR-557 levels were higher in patients with AIH (7.75 copies/μl) than in patients with non-alcoholic steatohepatitis (1.60 copies/μl; p < 0.001), patients with primary biliary cholangitis (2.16 copies/μl; p < 0.005), and HCs (1.86 copies/μl; p < 0.005). The area under the receiver operating characteristic curve values for the probability of AIH using serum EV-miR-557 between the AIH and non-alcoholic steatohepatitis, AIH and primary biliary cholangitis, and AIH and HC groups were 0.81, 0.78, and 0.79, respectively. In addition, serum EV-miR-557 levels >7.69 copies/μl were associated with a significantly higher risk of relapse in patients with AIH (7-year incidence rate: 11.1 vs. 35.4%, log-rank test, p < 0.05). Interestingly, gene expression analysis revealed that increased miR-557 expression following transient transfection of peripheral blood mononuclear cells with a miR-557 mimic resulted in enhanced expression of proinflammatory cytokine-related genes such as interleukin-6, interferon-γ, and tumor necrosis factor. Moreover, miR-557 induced significant tumor necrosis factor-α production (mean: 313.5 vs. 10 642.3 pg/ml, p < 0.05). CONCLUSION EV-miR-557 may play an important role as a potential biomarker of AIH and may be a promising therapeutic target for AIH.
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Affiliation(s)
- Kazumichi Abe
- Department of Gastroenterology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Rei Suzuki
- Department of Gastroenterology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Masashi Fujita
- Department of Gastroenterology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Manabu Hayashi
- Department of Gastroenterology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Atsushi Takahashi
- Department of Gastroenterology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Hiromasa Ohira
- Department of Gastroenterology, Fukushima Medical University School of Medicine, Fukushima, Japan
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Qiao Z, Li J, Kou H, Chen X, Bao D, Shang G, Chen S, Ji Y, Cheng T, Wang Y, Liu H. Hsa-miR-557 Inhibits Osteosarcoma Growth Through Targeting KRAS. Front Genet 2022; 12:789823. [PMID: 35087570 PMCID: PMC8787190 DOI: 10.3389/fgene.2021.789823] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 12/15/2021] [Indexed: 01/02/2023] Open
Abstract
Objective: Osteosarcoma is the most common malignancy in the skeletal system; studies showed an important role of miRNAs in tumorigenesis, indicating miRNAs as possible therapeutic molecules. This study found abnormal hsa-miR-557 expression levels in osteosarcoma and tried to explore the potential function and the mechanism. Methods: Differential expression genes of osteosarcoma were analyzed using GSE28423 from the GEO database. Survival analysis of miRNAs was conducted with data obtained from the TARGET-OS database. STRING and miRDIP were used to predict target genes of hsa-miR-557; KRAS was then verified using dual-luciferase reporter assay. Expression of genes was detected by qPCR, and levels of proteins were detected by Western blot. The proliferation ability of cells was detected by CCK-8 and cell cycle analysis. Tumor formation assay in nude mice was used to detect the influence of osteosarcoma by hsa-miR-557 in vivo. Results: Analysis from the GEO and TARGET databases found 12 miRNAs that are significantly related to the osteosarcoma prognosis, 7 downregulated (hsa-miR-140-3p, hsa-miR-564, hsa-miR-765, hsa-miR-1224-5p, hsa-miR-95, hsa-miR-940, and hsa-miR-557) and 5 upregulated (hsa-miR-362-3p, hsa-miR-149, hsa-miR-96, hsa-miR-744, and hsa-miR-769-5p). CCK-8 analysis and cell cycle analysis found that hsa-miR-557 could significantly inhibit the proliferation of osteosarcoma cells. The tumor formation assay in nude mice showed that tumor sizes and weights were inhibited by hsa-miR-557 transfection. Further studies also proved that hsa-miR-557 could target the 3′UTR of KRAS and modulate phosphorylation of downstream proteins. Conclusion: This study showed that hsa-miR-557 could inhibit osteosarcoma growth both in vivo and in vitro, by modulating KRAS expression.
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Affiliation(s)
- Zhi Qiao
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jinfeng Li
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Hongwei Kou
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xiangrong Chen
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Deming Bao
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Guowei Shang
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Songfeng Chen
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yanhui Ji
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Tian Cheng
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yisheng Wang
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Hongjian Liu
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Li Y, Ji M, Xu H, Yang F, Yang Z, Shen L. CircRNA_0040705 promotes the progression of hepatocellular carcinoma. IUBMB Life 2022; 74:408-418. [PMID: 35080329 DOI: 10.1002/iub.2598] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 11/25/2021] [Accepted: 01/02/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND Circular RNAs (circRNAs) are involved in cancer progression. Nonetheless, the role and mechanism of circ_0040705 in hepatocellular carcinoma (HCC) are unclear. METHODS The aberrantly expressed circRNAs and microRNAs (miRNAs) in HCC tissues were screened by bioinformatics. Circ_0040705, miR-557, SRY-box transcription factor 2 (SOX2), E-cadherin, and N-cadherin expressions were determined using quantitative real-time polymerase chain reaction (qRT-PCR) or Western blot. Cell counting kit-8 (CCK-8), 5-Ethynyl-2'-deoxyuridine (EdU), Transwell experiments were utilized to examine the changes in HCC cell growth, migration and invasion after circ_0040475 was overexpressed or knocked down. Lung metastasis assay was used to validate the effects of circRNA_0040705 on the lung metastasis of HCC cells in vivo. Binding sequences between circ_0040705 and miR-557, and between miR-557 and SOX2 were verified using dual-luciferase reporter gene experiments. RESULTS The expression levels of circ_0040705 and SOX2 mRNA were markedly increased in HCC tissues but miR-557 expression was down-regulated. Circ_0040705 overexpression enhanced the growth, migration, invasion, and the expressions of E-cadherin and N-cadherin of HCC cells, and promoted lung metastasis in vivo whereas circ_0040705 knockdown exerted the opposite effects in HCC cells. Circ_0040705 worked as a sponge for miR-557 to down-modulate miR-557 expression, and miR-557 could specifically down-modulate SOX2 expression. CONCLUSION Circ_0040705 facilitates HCC cell growth, migration, and invasion by down-modulating miR-557 expression and up-modulating SOX2 expression.
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Affiliation(s)
- Yanxia Li
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, China
| | - Mengyao Ji
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, China
| | - Huang Xu
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, China
| | - Fan Yang
- Department of Oncology and Intervention, General Hospital of TISCO, Taiyuan, Shanxi Province, China
| | - Zhiyong Yang
- Department of Oncology and Intervention, General Hospital of TISCO, Taiyuan, Shanxi Province, China
| | - Lei Shen
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, Hubei Province, China
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Voelz C, Ebrahimy N, Zhao W, Habib P, Zendedel A, Pufe T, Beyer C, Slowik A. Transient Focal Cerebral Ischemia Leads to miRNA Alterations in Different Brain Regions, Blood Serum, Liver, and Spleen. Int J Mol Sci 2021; 23:ijms23010161. [PMID: 35008586 PMCID: PMC8745086 DOI: 10.3390/ijms23010161] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 12/17/2021] [Accepted: 12/21/2021] [Indexed: 12/13/2022] Open
Abstract
Ischemic stroke is characterized by an occlusion of a cerebral blood vessel resulting in neuronal cell death due to nutritional and oxygen deficiency. Additionally, post-ischemic cell death is augmented after reperfusion. These events are paralleled by dysregulated miRNA expression profiles in the peri-infarct area. Understanding the underlying molecular mechanism in the peri-infarct region is crucial for developing promising therapeutics. Utilizing a tMCAo (transient Middle Cerebral Artery occlusion) model in rats, we studied the expression levels of the miRNAs (miR) 223-3p, 155-5p, 3473, and 448-5p in the cortex, amygdala, thalamus, and hippocampus of both the ipsi- and contralateral hemispheres. Additionally, the levels in the blood serum, spleen, and liver and the expression of their target genes, namely, Nlrp3, Socs1, Socs3, and Vegfa, were assessed. We observed an increase in all miRNAs on the ipsilateral side of the cerebral cortex in a time-dependent manner and increased miRNAs levels (miR-223-3p, miR-3473, and miR-448-5p) in the contralateral hemisphere after 72 h. Besides the cerebral cortex, the amygdala presented increased expression levels, whereas the thalamus and hippocampus showed no alterations. Different levels of the investigated miRNAs were detected in blood serum, liver, and spleen. The gene targets were altered not only in the peri-infarct area of the cortex but selectively increased in the investigated non-affected brain regions along with the spleen and liver during the reperfusion time up to 72 h. Our results suggest a supra-regional influence of miRNAs following ischemic stroke, which should be studied to further identify whether miRNAs are transported or locally upregulated.
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Affiliation(s)
- Clara Voelz
- Institute of Neuroanatomy, Medical Faculty, RWTH Aachen University, 52074 Aachen, Germany; (C.V.); (N.E.); (W.Z.); (A.Z.); (C.B.)
| | - Nahal Ebrahimy
- Institute of Neuroanatomy, Medical Faculty, RWTH Aachen University, 52074 Aachen, Germany; (C.V.); (N.E.); (W.Z.); (A.Z.); (C.B.)
| | - Weiyi Zhao
- Institute of Neuroanatomy, Medical Faculty, RWTH Aachen University, 52074 Aachen, Germany; (C.V.); (N.E.); (W.Z.); (A.Z.); (C.B.)
| | - Pardes Habib
- Department of Neurology, Medical Faculty, RWTH Aachen University, 52074 Aachen, Germany;
- JARA-BRAIN Institute of Molecular Neuroscience and Neuroimaging, Forschungszentrum Jülich GmbH, RWTH Aachen University, 52074 Aachen, Germany
| | - Adib Zendedel
- Institute of Neuroanatomy, Medical Faculty, RWTH Aachen University, 52074 Aachen, Germany; (C.V.); (N.E.); (W.Z.); (A.Z.); (C.B.)
| | - Thomas Pufe
- Department of Anatomy and Cell Biology, Medical Faculty, RWTH Aachen University, 52074 Aachen, Germany;
| | - Cordian Beyer
- Institute of Neuroanatomy, Medical Faculty, RWTH Aachen University, 52074 Aachen, Germany; (C.V.); (N.E.); (W.Z.); (A.Z.); (C.B.)
| | - Alexander Slowik
- Department of Anatomy and Cell Biology, Medical Faculty, RWTH Aachen University, 52074 Aachen, Germany;
- Correspondence: ; Tel.: +49-(0)241-80-89112
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Subramaniam S, Jeet V, Gunter JH, Clements JA, Batra J. Allele-Specific MicroRNA-Mediated Regulation of a Glycolysis Gatekeeper PDK1 in Cancer Metabolism. Cancers (Basel) 2021; 13:cancers13143582. [PMID: 34298795 PMCID: PMC8304593 DOI: 10.3390/cancers13143582] [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: 05/28/2021] [Revised: 07/09/2021] [Accepted: 07/13/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Emerging evidence has revealed that genetic variations in microRNA (miRNA) binding sites called miRSNPs can alter miRNA binding in an allele-specific manner and impart prostate cancer (PCa) risk. Two miRSNPs, rs1530865 (G > C) and rs2357637 (C > A), in the 3' untranslated region of pyruvate dehydrogenase kinase 1 (PDK1) have been previously reported to be associated with PCa risk. However, these results have not been functionally validated. METHODS In silico analysis was used to predict miRNA-PDK1 interactions and was tested using PDK1 knockdown, miRNA overexpression and reporter gene assay. RESULTS PDK1 expression was found to be upregulated in PCa metastasis. Further, our results show that PDK1 suppression reduced the migration, invasion, and glycolysis of PCa cells. Computational predictions showed that miR-3916, miR-3125 and miR-3928 had a higher binding affinity for the C allele than the G allele for the rs1530865 miRSNP which was validated by reporter gene assays. Similarly, miR-2116 and miR-889 had a higher affinity for the A than C allele of the rs2357637 miRSNP. Overexpression of miR-3916 and miR-3125 decreased PDK1 protein levels in cells expressing the rs1530865 SNP C allele, and miR-2116 reduced in cells with the rs2357637 SNP A allele. CONCLUSIONS The present study is the first to report the regulation of the PDK1 gene by miRNAs in an allele-dependent manner and highlights the role of PDK1 in metabolic adaption associated with PCa progression.
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Affiliation(s)
- Sugarniya Subramaniam
- School of Biomedical Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane 4000, Australia; (S.S.); (V.J.); (J.H.G.); (J.A.C.)
- Australian Prostate Cancer Research Centre-Queensland (APCRC-Q), Translational Research Institute, Queensland University of Technology, Woolloongabba 4102, Australia
| | - Varinder Jeet
- School of Biomedical Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane 4000, Australia; (S.S.); (V.J.); (J.H.G.); (J.A.C.)
- Australian Prostate Cancer Research Centre-Queensland (APCRC-Q), Translational Research Institute, Queensland University of Technology, Woolloongabba 4102, Australia
| | - Jennifer H. Gunter
- School of Biomedical Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane 4000, Australia; (S.S.); (V.J.); (J.H.G.); (J.A.C.)
- Australian Prostate Cancer Research Centre-Queensland (APCRC-Q), Translational Research Institute, Queensland University of Technology, Woolloongabba 4102, Australia
| | - Judith A. Clements
- School of Biomedical Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane 4000, Australia; (S.S.); (V.J.); (J.H.G.); (J.A.C.)
- Australian Prostate Cancer Research Centre-Queensland (APCRC-Q), Translational Research Institute, Queensland University of Technology, Woolloongabba 4102, Australia
| | - Jyotsna Batra
- School of Biomedical Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane 4000, Australia; (S.S.); (V.J.); (J.H.G.); (J.A.C.)
- Australian Prostate Cancer Research Centre-Queensland (APCRC-Q), Translational Research Institute, Queensland University of Technology, Woolloongabba 4102, Australia
- Correspondence: ; Tel.: +61-(0)-734437336
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Song Y, Xing H, Zhou L, Zhang N, Yang M. LncRNA H19 modulated by miR-146b-3p/miR-1539-mediated allelic regulation in transarterial chemoembolization of hepatocellular carcinoma. Arch Toxicol 2021; 95:3063-3070. [PMID: 34251499 DOI: 10.1007/s00204-021-03119-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 07/07/2021] [Indexed: 12/19/2022]
Abstract
Transarterial chemoembolization (TACE) is an effective treatment for unresectable hepatocellular carcinoma (HCC) patients. Although overall survival (OS) of TACE-treated patients has been evidently prolonged, not all unresectable HCC patients can benefit from TACE. Genome-wide association studies identified multiple HCC susceptibility single nucleotide polymorphisms (SNPs). However, it is still unclear how lncRNAs and their functional SNPs impact therapeutic responses of TACE. In the study, we hypothesized that the functional lncRNA H19 SNP(s) might impact H19 expression and, thus, prognosis of TACE-treated HCC patients. We found that the H19 rs3741219 SNP was significantly associated with OS of HCC patients received TACE. Cox proportional hazards model demonstrated that the rs3741219 CC genotype was associated with longer OS and a 37% decreased death risk compared with the TT carriers after TACE therapy (P = 0.001). Interestingly, the rs3741219 T-to-C change led to allelic down-regulation of lncRNA H19 expression via creating the binding sites of miR-146b-3p and miR-1539. Luciferase reporter gene assays indicated that miR-146b-3p and miR-1539 could markedly silence the rs3741219 C-allelic H19 expression but not lncRNA H19 with the T allele. Consistently, there was significantly reduced expression of lncRNA H19 in HCC and normal tissues of the C allele carriers compared with the H19 levels in patients with the T allele. Knock-down of lncRNA H19 significantly promoted the anti-viability efficiency of oxaliplatin (the main chemotherapy drug used in TACE) to HCC cells. In view of these results, we assume that lncRNA H19 might be a potential therapeutic target for unresectable HCC patients.
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Affiliation(s)
- Yemei Song
- Shandong Provincial Key Laboratory of Radiation Oncology, Cancer Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong Province, China
| | - Huaixin Xing
- Department of Anesthesiology, Shandong Cancer Hospital and Institute, Shandong First Medical University, and Shandong Academy of Medical Sciences, Jinan, Shandong Province, China
| | - Liqing Zhou
- Department of Radiation Oncology, Huaian No. 2 Hospital, Huaian, Jiangsu Province, China
| | - Nasha Zhang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong Province, China
| | - Ming Yang
- Shandong Provincial Key Laboratory of Radiation Oncology, Cancer Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong Province, China.
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Exosomes derived from miR-1228 overexpressing bone marrow-mesenchymal stem cells promote growth of gastric cancer cells. Aging (Albany NY) 2021; 13:11808-11821. [PMID: 33883305 PMCID: PMC8109060 DOI: 10.18632/aging.202878] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 10/27/2020] [Indexed: 01/23/2023]
Abstract
There has been increasing evidence that microRNAs (miRNAs) are related to glioma progression, and that genetically engineered mesenchymal stem cells (MSCs) can inhibit the growth of gliomas. However, the underlying mechanism of bone marrow-MSCs (BM--MSCs) and miRs in gastric cancer still remains unclear. Patients with gastric cancer treated in Shijiazhuang First Hospital as well as healthy individuals undergoing physical examinations were recruited to measure the expression of exosomal miR-1228. Receiver operating characteristic (ROC) curves were plotted and the patients were followed up. BM--MSCs from healthy subjects were collected and exosomes were extracted. The MSC cells were transfected with lentiviral vectors carrying miR-1228 and MMP-14 over-expression sequences and scramble sequence, followed by exosome extraction. The exosomes were co-cultured with SGC-7901 and MGC-823 cells to detect cell proliferation, invasion, apoptosis and migration. The correlation between miR-1228 and MMP-14 was determined by dual-luciferase reporter assay. miR-1228 was highly expressed in serum exosomes of patients with gastric cancer with a area under ROC curve (AUC) of 0.865. The exosomes derived from BM-MSCs are expected to be efficient nanocarriers. Up-regulation of miR-1228 can down-regulate the expression of MMP-14 and effectively hinders the development and progression of gastric cancer.
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Chen W, Huang L, Liang J, Ye Y, Yu S, Zhang Y. Long noncoding RNA small nucleolar RNA host gene 15 deteriorates liver cancer via microRNA-18b-5p/LIM-only 4 axis. IUBMB Life 2020; 73:349-361. [PMID: 33372376 DOI: 10.1002/iub.2431] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 11/22/2020] [Accepted: 12/07/2020] [Indexed: 12/12/2022]
Abstract
Extensive studies have explored the involvements of long noncoding RNAs (lncRNAs) in liver cancer. Limitedly, the concrete function of lncRNA small nucleolar RNA host gene 15 (SNHG15) is still elusive. Therefore, the work was initiated to unearth SNHG15-oriented mechanism in liver cancer. Liver cancer tissues were resected. The connection between SNHG15 expression with prognosis and clinicopathological traits of liver cancer patients was evaluated. Liver cancer cells SMMC-7721 were transfected with restored microRNA (miR)-18b-5p or depleted SNHG15 to discover their effects on the proliferation, migration, invasion, cycle arrest, and apoptosis of SMMC-7721 cells. The transfected SMMC-7721 cells were injected into nude mice for further investigation. SNHG15, miR-18b-5p, and LIM-only 4 (LMO4) expressions in tissues and cells were tested. The regulatory connections among SNHG15, miR-18b-5p, and LMO4 were detected. SNHG15 and LMO4 were overexpressed while miR-18b-5p was downregulated in liver cancer tissues and cells. Up-regulated SNHG15 was connected with inferior prognosis and aggressive behaviors of liver cancer patients. SNHG15 knockdown or miR-18b-5p restoration depressed SMMC-7721 cell growth in vivo and in vitro. SNHG15 bound to miR-18b-5p and miR-18b-5p targeted LMO4. The work has illuminated that silencing SNHG15 represses liver cancer progression by modulating miR-18b-5p and LMO4, indicating the therapeutic potency of SNHG15/miR-18b-5p/LMO4 axis in liver cancer.
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Affiliation(s)
- Wei Chen
- Department of Gastroenterology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, China
| | - Li Huang
- Department of Neurology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, China
| | - Junhua Liang
- Department of Gastroenterology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, China
| | - Yingjian Ye
- Department of Gastroenterology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, China
| | - Sihao Yu
- Department of Gastroenterology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, China
| | - Yijing Zhang
- Department of Gastroenterology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, China
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Zhao X, Liu S, Yan B, Yang J, Chen E. MiR-581/SMAD7 Axis Contributes to Colorectal Cancer Metastasis: A Bioinformatic and Experimental Validation-Based Study. Int J Mol Sci 2020; 21:ijms21186499. [PMID: 32899503 PMCID: PMC7555590 DOI: 10.3390/ijms21186499] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 08/27/2020] [Accepted: 09/03/2020] [Indexed: 12/12/2022] Open
Abstract
Metastasis is a well-known poor prognostic factor and primary cause of mortality in patients with colorectal cancer (CRC). Recently, with the progress of high through-put sequencing, aberrantly expressed non-coding RNAs (ncRNAs) were found to participate in the initiation and development of cancer. However, the mechanisms of ncRNA-mediated regulation of metastasis in CRC remain largely unknown. In this study, we systematically analyzed the expression network of microRNAs (miRNAs) and genes in CRC metastasis using bioinformatics, and discovered that the miR-581/SMAD7 axis could be a potential factor that drives CRC metastasis. A dual luciferase report assay and protein analysis confirmed the binding relationship between miR-581 and SMAD7. Further functional assays revealed that miR-581 inhibition could suppress cell proliferation and induce apoptosis in SW480 cells. Up-regulation or down-regulation of miR-581 could both affect cell invasion capacity and modulate epithelial to mesenchymal transition (EMT) via a SMAD7/TGFβ signaling pathway. In conclusion, our findings elucidated that miR-581/SMAD7 could be essential for CRC metastasis, and may serve as a potential therapeutic target for CRC patients.
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Affiliation(s)
- Xiaojuan Zhao
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Life Sciences, Northwest University, Xi’an 710069, China; (X.Z.); (S.L.); (B.Y.); (J.Y.)
- Institute of Preventive Genomic Medicine, School of Life Sciences, Northwest University, Xi’an 710069, China
| | - Shuzhen Liu
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Life Sciences, Northwest University, Xi’an 710069, China; (X.Z.); (S.L.); (B.Y.); (J.Y.)
- Institute of Preventive Genomic Medicine, School of Life Sciences, Northwest University, Xi’an 710069, China
| | - Bianbian Yan
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Life Sciences, Northwest University, Xi’an 710069, China; (X.Z.); (S.L.); (B.Y.); (J.Y.)
- Institute of Preventive Genomic Medicine, School of Life Sciences, Northwest University, Xi’an 710069, China
| | - Jin Yang
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Life Sciences, Northwest University, Xi’an 710069, China; (X.Z.); (S.L.); (B.Y.); (J.Y.)
- Institute of Preventive Genomic Medicine, School of Life Sciences, Northwest University, Xi’an 710069, China
| | - Erfei Chen
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Life Sciences, Northwest University, Xi’an 710069, China; (X.Z.); (S.L.); (B.Y.); (J.Y.)
- Institute of Preventive Genomic Medicine, School of Life Sciences, Northwest University, Xi’an 710069, China
- Correspondence:
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Arisan ED, Dart A, Grant GH, Arisan S, Cuhadaroglu S, Lange S, Uysal-Onganer P. The Prediction of miRNAs in SARS-CoV-2 Genomes: hsa-miR Databases Identify 7 Key miRs Linked to Host Responses and Virus Pathogenicity-Related KEGG Pathways Significant for Comorbidities. Viruses 2020; 12:v12060614. [PMID: 32512929 PMCID: PMC7354481 DOI: 10.3390/v12060614] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 06/02/2020] [Indexed: 12/13/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) is a member of the betacoronavirus family, which causes COVID-19 disease. SARS-CoV-2 pathogenicity in humans leads to increased mortality rates due to alterations of significant pathways, including some resulting in exacerbated inflammatory responses linked to the “cytokine storm” and extensive lung pathology, as well as being linked to a number of comorbidities. Our current study compared five SARS-CoV-2 sequences from different geographical regions to those from SARS, MERS and two cold viruses, OC43 and 229E, to identify the presence of miR-like sequences. We identified seven key miRs, which highlight considerable differences between the SARS-CoV-2 sequences, compared with the other viruses. The level of conservation between the five SARS-CoV-2 sequences was identical but poor compared with the other sequences, with SARS showing the highest degree of conservation. This decrease in similarity could result in reduced levels of transcriptional control, as well as a change in the physiological effect of the virus and associated host-pathogen responses. MERS and the milder symptom viruses showed greater differences and even significant sequence gaps. This divergence away from the SARS-CoV-2 sequences broadly mirrors the phylogenetic relationships obtained from the whole-genome alignments. Therefore, patterns of mutation, occurring during sequence divergence from the longer established human viruses to the more recent ones, may have led to the emergence of sequence motifs that can be related directly to the pathogenicity of SARS-CoV-2. Importantly, we identified 7 key-microRNAs (miRs 8066, 5197, 3611, 3934-3p, 1307-3p, 3691-3p, 1468-5p) with significant links to KEGG pathways linked to viral pathogenicity and host responses. According to Bioproject data (PRJNA615032), SARS-CoV-2 mediated transcriptomic alterations were similar to the target pathways of the selected 7 miRs identified in our study. This mechanism could have considerable significance in determining the symptom spectrum of future potential pandemics. KEGG pathway analysis revealed a number of critical pathways linked to the seven identified miRs that may provide insight into the interplay between the virus and comorbidities. Based on our reported findings, miRNAs may constitute potential and effective therapeutic approaches in COVID-19 and its pathological consequences.
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Affiliation(s)
- Elif Damla Arisan
- Institute of Biotechnology, Gebze Technical University, Gebze, 41400 Kocaeli, Turkey;
| | - Alwyn Dart
- Institute of Medical and Biomedical Education, St George’s University of London, Cranmer Terrace, Tooting, London SW17 0RE, UK;
| | - Guy H. Grant
- School of Life Sciences, University of Bedfordshire, Park Square, Luton LU1 3JU, UK;
| | - Serdar Arisan
- Department of Urology, Şişli Hamidiye Etfal Research and Training Hospital, 34360 Istanbul, Turkey;
| | - Songul Cuhadaroglu
- Thoracic Surgery Clinic, Memorial Hospital Sisli, Kaptanpasa Mah. Piyalepasa Bulvarı, 434385 Istanbul, Turkey;
| | - Sigrun Lange
- Tissue Architecture and Regeneration Research Group, School of Life Sciences, University of Westminster, London W1W 6UW, UK;
| | - Pinar Uysal-Onganer
- Cancer Research Group, School of Life Sciences, University of Westminster, London W1W 6UW, UK
- Correspondence: ; Tel.: +44-(0)207-911-5151 (ext. 64581)
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11
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Kumar S, Sharawat SK, Ali A, Gaur V, Malik PS, Pandey M, Kumar S, Mohan A, Guleria R. Differential expression of circulating serum miR-1249-3p, miR-3195, and miR-3692-3p in non-small cell lung cancer. Hum Cell 2020; 33:839-849. [PMID: 32215864 DOI: 10.1007/s13577-020-00351-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 03/16/2020] [Indexed: 12/16/2022]
Abstract
Global deregulation in miRNA expression is a hallmark of cancer cell. An estimated 2300 mature miRNAs are encoded by human genome; role of many of which in carcinogenesis and as cancer biomarkers remains unexplored. In this study, we investigated the utility of miR-3692-3p, miR-3195, and miR-1249-3p as biomarkers in non-small cell lung cancer (NSCLC). For this prospective study, 115 subjects, including 75 NSCLC patients and 40 controls, were recruited. The expression of miR-3692-3p, miR-3195, and miR-1249-3p was checked using qRT-PCR. The miRNA expression was correlated with survival outcome and therapeutic response. There were no significant differences in the mean age of NSCLC patients and controls (56.2 and 55.3 years, respectively; p = 0.3242). Majority of NSCLC patients (67%) were smokers. We observed a significant upregulation of miR-3692-3p expression (p < 0.0001), while the expression of miR-3195 (p = 0.0017) and miR-1249-3p was significantly downregulated (p < 0.0001) in the serum of NSCLC patients as compared to controls. The expression of miR-1249-3p was significantly upregulated in lung adenocarcinoma versus lung squamous cell carcinoma (p = 0.0178). Interestingly, patients who responded to chemotherapy had higher expression of miR-1249-3p than non-responders (p = 0.0107). Moreover, patients with higher expression of miR-3195 had significantly longer overall survival (p = 0.0298). In multivariate analysis, miR-3195 emerged as independent prognostic factor for overall survival. We conclude that the miR-3195 may have prognostic significance, while miR-1249-3p may predict therapeutic response in NSCLC. Further studies are warranted to elucidate the role of these miRNAs in lung carcinogenesis and their utility as candidate cancer biomarkers.
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Affiliation(s)
- Sachin Kumar
- Department of Medical Oncology, Dr. B.R.A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, 110029, India.
| | - Surender K Sharawat
- Department of Medical Oncology, Dr. B.R.A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Ashraf Ali
- Department of Pulmonary Critical Care and Sleep Medicine, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Vikas Gaur
- Department of Medical Oncology, Dr. B.R.A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Prabhat Singh Malik
- Department of Medical Oncology, Dr. B.R.A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Monu Pandey
- Department of Medical Oncology, Dr. B.R.A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Sunil Kumar
- Department of Surgical Oncology, Dr. B.R.A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Anant Mohan
- Department of Pulmonary Critical Care and Sleep Medicine, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Randeep Guleria
- Department of Pulmonary Critical Care and Sleep Medicine, All India Institute of Medical Sciences, New Delhi, 110029, India
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12
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Morishita A, Fujita K, Iwama H, Chiyo T, Fujihara S, Oura K, Tadokoro T, Mimura S, Nomura T, Tani J, Yoneyama H, Kobayashi K, Kamada H, Guan Y, Nishiyama A, Okano K, Suzuki Y, Himoto T, Shimotohno K, Masaki T. Role of microRNA-210-3p in hepatitis B virus-related hepatocellular carcinoma. Am J Physiol Gastrointest Liver Physiol 2020; 318:G401-G409. [PMID: 31905024 DOI: 10.1152/ajpgi.00269.2019] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Hepatitis B virus (HBV)-related hepatocarcinogenesis is not necessarily associated with the liver fibrotic stage and is occasionally seen at early fibrotic stages. MicroRNAs (miRNAs) are essentially 18- to 22-nucleotide-long endogenous noncoding RNAs. Aberrant miRNA expression is a common feature of various human cancers. The aberrant expression of specific miRNAs has been shown in hepatocellular carcinoma (HCC) tissue compared with nontumor tissue. Thus, we examined targetable miRNAs as a potential new biomarker related to the high risk of HBV-related hepatocarcinogenesis, toward the prevention of cancer-related deaths. HCC tissue samples from 29 patients who underwent hepatectomy at our hospital in 2002-2013 were obtained. We extracted the total RNA and analyzed it by microRNA array, real-time RT-PCR, and three comparisons: 1) HBV-related HCC and adjacent nontumor tissue, 2) HCV-related HCC and adjacent nontumor tissue, and 3) non-HBV-, non-HCV-related HCC and adjacent nontumor tissue. We also performed a functional analysis of miRNAs specific for HBV-related HCC by using HBV-positive HCC cell lines. MiR-210-3p expression was significantly increased only in the HBV-related HCC tissue samples. MiR-210-3p expression was upregulated, and the levels of its target genes were reduced in the HBV-positive HCC cells. The inhibition of miR-210-3p enhanced its target gene expression in the HBV-positive HCC cells. In addition, miR-210-3p regulated the HBx expression in HBV-infected Huh7/NTCP cells. The enhanced expression of miR-210-3p was detected specifically in HBV-related HCC and regulated various target genes, including HBx in the HBV-positive HCC cells. MiR-210-3p might, thus, be a new biomarker for the risk of HBV-related HCC.NEW & NOTEWORTHY Our present study demonstrated that miR-210-3p is the only microRNA with enhanced expression in HBV-related HCC, and the enhanced expression of miR-210-3p upregulates HBx expression. Therefore, miR-210-3p might be a pivotal biomarker of HBV-related hepatocarcinogenesis, and the inhibition of miR-210-3p could prevent inducing hepatocarcinogenesis related to HBV infection.
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Affiliation(s)
- Asahiro Morishita
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Koji Fujita
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Hisakazu Iwama
- Life Science Research Center, Kagawa University, Kagawa, Japan
| | - Taiga Chiyo
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Shintaro Fujihara
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Kyoko Oura
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Tomoko Tadokoro
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Shima Mimura
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Takako Nomura
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Joji Tani
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Hirohito Yoneyama
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Kiyoyuki Kobayashi
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Hideki Kamada
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
| | - Yu Guan
- Department of Pharmacology, Kagawa University, Kagawa, Japan
| | - Akira Nishiyama
- Department of Pharmacology, Kagawa University, Kagawa, Japan
| | - Keiichi Okano
- Department of Gastroenterological Surgery, Kagawa University, Kagawa, Japan
| | - Yasuyuki Suzuki
- Department of Gastroenterological Surgery, Kagawa University, Kagawa, Japan
| | - Takashi Himoto
- Department of Medical Technology, Kagawa Prefectural University of Health Sciences, Takamatsu, Kagawa, Japan
| | - Kunitada Shimotohno
- Research Center for Hepatitis and Immunology, National Center for Global Health and Medicine, Ichikawa, Chiba, Japan
| | - Tsutomu Masaki
- Department of Gastroenterology and Neurology, Kagawa University, Kagawa, Japan
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13
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Dong W, Wu P, Zhou D, Huang J, Qin M, Yang X, Wan M, Zong Y. Ultrasound-Mediated Gene Therapy of Hepatocellular Carcinoma Using Pre-microRNA Plasmid-Loaded Nanodroplets. ULTRASOUND IN MEDICINE & BIOLOGY 2020; 46:90-107. [PMID: 31668943 DOI: 10.1016/j.ultrasmedbio.2019.09.016] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 09/19/2019] [Accepted: 09/20/2019] [Indexed: 05/19/2023]
Abstract
The PIK3 CA gene encodes the p110α protein subunit and is one of the most efficient cancer genes in solid and hematological tumors including hepatocellular carcinoma (HCC). There are currently ongoing therapies against tumors based on PIK3 CA inhibition. Because microRNAs (miRNAs) play an important role in post-transcriptional regulation and are also involved in the inhibition of PIK3 CA expression to suppress cancer cell proliferation, overexpression of tumor-suppressive miRNA is a promising therapeutic approach for HCC therapy. The successful and localized delivery of miRNA overexpression vectors (pre-miRNA plasmids) is very important in improving the therapeutic efficacy of this miRNA therapy strategy. In the study described here, submicron acoustic phase-shifted nanodroplets were used to efficiently deliver pre-miRNA plasmid in vitro and in vivo for HCC therapy under focused ultrasound (US) activation. Briefly, six miRNAs, inhibiting PIK3 CA and downregulated in HCC, were selected through summary and analysis of the currently existing literature data. Quantitative real-time polymerase chain reaction (qRT-PCR), Western blot and cell apoptosis assay revealed that pre-miR-139, -203a, -378a and -422a plasmids among the six miRNA overexpression vectors could suppress growth of the hepatoma cell line SMMC-7721. These four pre-miRNA plasmids were then electrostatically adhered to positively charged lipid-shelled nanodroplets to obtain plasmid-loaded nanodroplets (PLNDs). The PLND-generated microbubbles oscillated and even collapsed under US exposure to release the loaded pre-miRNA plasmids and enhance their cellular uptake through consequent sonoporation, that is, formation of small pores on the cell membrane induced by the mechanical effects of PLND cavitation. Fluorescence microscopy results revealed that PLNDs could effectively deliver the aforementioned four pre-miRNA plasmids into SMMC-7721 cells in vitro under 1.2-MHz 60-cycle sinusoid US exposure with a peak negative pressure >5.5 MPa at a 40-Hz pulse repetition frequency. Plasmid delivery efficiency and cell viability positively correlated with the inertial cavitation dose that was determined mainly by peak negative pressure. Furthermore, PLNDs combined with US were evaluated in vivo to deliver these four pre-miRNAs plasmids and verify their therapeutic efficacy in subcutaneous tumor of the mouse xenograft HCC model. The results revealed that the PLNDs loaded with pre-miR-139 and -378a plasmids could effectively suppress tumor growth after US treatment. Thus, combination of pre-miRNA PLNDs with US activation seems to constitute a potential strategy for HCC therapy.
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Affiliation(s)
- Wei Dong
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi' an Jiaotong University, Xi' an, China
| | - Pengying Wu
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi' an Jiaotong University, Xi' an, China
| | - Di Zhou
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi' an Jiaotong University, Xi' an, China
| | - Jixiu Huang
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi' an Jiaotong University, Xi' an, China
| | - Mengfan Qin
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi' an Jiaotong University, Xi' an, China
| | - Xinxing Yang
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi' an Jiaotong University, Xi' an, China; Department of Ultrasound, First Affiliated Hospital of AFMU (Xijing Hospital), Air Force Medical University, Xi' an, China
| | - Mingxi Wan
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi' an Jiaotong University, Xi' an, China
| | - Yujin Zong
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi' an Jiaotong University, Xi' an, China.
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14
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Cui Z, Liu JX, Gao YL, Zheng CH, Wang J. RCMF: a robust collaborative matrix factorization method to predict miRNA-disease associations. BMC Bioinformatics 2019; 20:686. [PMID: 31874608 PMCID: PMC6929455 DOI: 10.1186/s12859-019-3260-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Background Predicting miRNA-disease associations (MDAs) is time-consuming and expensive. It is imminent to improve the accuracy of prediction results. So it is crucial to develop a novel computing technology to predict new MDAs. Although some existing methods can effectively predict novel MDAs, there are still some shortcomings. Especially when the disease matrix is processed, its sparsity is an important factor affecting the final results. Results A robust collaborative matrix factorization (RCMF) is proposed to predict novel MDAs. The L2,1-norm are introduced to our method to achieve the highest AUC value than other advanced methods. Conclusions 5-fold cross validation is used to evaluate our method, and simulation experiments are used to predict novel associations on Gold Standard Dataset. Finally, our prediction accuracy is better than other existing advanced methods. Therefore, our approach is effective and feasible in predicting novel MDAs.
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Affiliation(s)
- Zhen Cui
- School of Information Science and Engineering, Qufu Normal University, Rizhao, 276826, China
| | - Jin-Xing Liu
- School of Information Science and Engineering, Qufu Normal University, Rizhao, 276826, China. .,Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, 230601, China.
| | - Ying-Lian Gao
- Qufu Normal University Library, Qufu Normal University, Rizhao, 276826, China
| | - Chun-Hou Zheng
- Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, 230601, China
| | - Juan Wang
- School of Information Science and Engineering, Qufu Normal University, Rizhao, 276826, China.
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15
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Loke SY, Munusamy P, Koh GL, Chan CHT, Madhukumar P, Thung JL, Tan KTB, Ong KW, Yong WS, Sim Y, Oey CL, Lim SZ, Chan MYP, Ho TSJ, Khoo BKJ, Wong SLJ, Thng CH, Chong BK, Tan EY, Tan VKM, Lee ASG. A Circulating miRNA Signature for Stratification of Breast Lesions among Women with Abnormal Screening Mammograms. Cancers (Basel) 2019; 11:cancers11121872. [PMID: 31769433 PMCID: PMC6966622 DOI: 10.3390/cancers11121872] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 11/13/2019] [Accepted: 11/19/2019] [Indexed: 12/13/2022] Open
Abstract
Although mammography is the gold standard for breast cancer screening, the high rates of false-positive mammograms remain a concern. Thus, there is an unmet clinical need for a non-invasive and reliable test to differentiate between malignant and benign breast lesions in order to avoid subjecting patients with abnormal mammograms to unnecessary follow-up diagnostic procedures. Serum samples from 116 malignant breast lesions and 64 benign breast lesions were comprehensively profiled for 2,083 microRNAs (miRNAs) using next-generation sequencing. Of the 180 samples profiled, three outliers were removed based on the principal component analysis (PCA), and the remaining samples were divided into training (n = 125) and test (n = 52) sets at a 70:30 ratio for further analysis. In the training set, significantly differentially expressed miRNAs (adjusted p < 0.01) were identified after correcting for multiple testing using a false discovery rate. Subsequently, a predictive classification model using an eight-miRNA signature and a Bayesian logistic regression algorithm was developed. Based on the receiver operating characteristic (ROC) curve analysis in the test set, the model could achieve an area under the curve (AUC) of 0.9542. Together, this study demonstrates the potential use of circulating miRNAs as an adjunct test to stratify breast lesions in patients with abnormal screening mammograms.
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Affiliation(s)
- Sau Yeen Loke
- Cellular and Molecular Research, Humphrey Oei Institute of Cancer Research, National Cancer Centre, Singapore 169610, Singapore; (S.Y.L.); (P.M.); (G.L.K.); (C.H.T.C.)
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
| | - Prabhakaran Munusamy
- Cellular and Molecular Research, Humphrey Oei Institute of Cancer Research, National Cancer Centre, Singapore 169610, Singapore; (S.Y.L.); (P.M.); (G.L.K.); (C.H.T.C.)
| | - Geok Ling Koh
- Cellular and Molecular Research, Humphrey Oei Institute of Cancer Research, National Cancer Centre, Singapore 169610, Singapore; (S.Y.L.); (P.M.); (G.L.K.); (C.H.T.C.)
| | - Claire Hian Tzer Chan
- Cellular and Molecular Research, Humphrey Oei Institute of Cancer Research, National Cancer Centre, Singapore 169610, Singapore; (S.Y.L.); (P.M.); (G.L.K.); (C.H.T.C.)
| | - Preetha Madhukumar
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
- Division of Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore; (J.L.T.); (K.W.O.); (C.L.O.)
- Department of General Surgery, Singapore General Hospital, Singapore 169608, Singapore
| | - Jee Liang Thung
- Division of Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore; (J.L.T.); (K.W.O.); (C.L.O.)
- SingHealth Duke-NUS Breast Centre, Singapore 169610, Singapore
| | - Kiat Tee Benita Tan
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
- Division of Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore; (J.L.T.); (K.W.O.); (C.L.O.)
- Department of General Surgery, Singapore General Hospital, Singapore 169608, Singapore
- SingHealth Duke-NUS Breast Centre, Singapore 169610, Singapore
- Department of General Surgery, Sengkang General Hospital, Singapore 544886, Singapore
| | - Kong Wee Ong
- Division of Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore; (J.L.T.); (K.W.O.); (C.L.O.)
- SingHealth Duke-NUS Breast Centre, Singapore 169610, Singapore
| | - Wei Sean Yong
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
- Division of Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore; (J.L.T.); (K.W.O.); (C.L.O.)
- Department of General Surgery, Singapore General Hospital, Singapore 169608, Singapore
- SingHealth Duke-NUS Breast Centre, Singapore 169610, Singapore
| | - Yirong Sim
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
- Division of Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore; (J.L.T.); (K.W.O.); (C.L.O.)
- SingHealth Duke-NUS Breast Centre, Singapore 169610, Singapore
| | - Chung Lie Oey
- Division of Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore; (J.L.T.); (K.W.O.); (C.L.O.)
- SingHealth Duke-NUS Breast Centre, Singapore 169610, Singapore
| | - Sue Zann Lim
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
- Division of Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore; (J.L.T.); (K.W.O.); (C.L.O.)
- Department of General Surgery, Singapore General Hospital, Singapore 169608, Singapore
- SingHealth Duke-NUS Breast Centre, Singapore 169610, Singapore
| | - Mun Yew Patrick Chan
- Department of General Surgery, Tan Tock Seng Hospital, Singapore 308433, Singapore; (M.Y.P.C.); (E.Y.T.)
| | - Teng Swan Juliana Ho
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
- Division of Oncologic Imaging, National Cancer Centre, Singapore 169610, Singapore;
| | - Boon Kheng James Khoo
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
- Division of Oncologic Imaging, National Cancer Centre, Singapore 169610, Singapore;
| | - Su Lin Jill Wong
- Division of Oncologic Imaging, National Cancer Centre, Singapore 169610, Singapore;
| | - Choon Hua Thng
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
- Division of Oncologic Imaging, National Cancer Centre, Singapore 169610, Singapore;
| | - Bee Kiang Chong
- Department of Diagnostic Radiology, Tan Tock Seng Hospital, Singapore 308433, Singapore;
| | - Ern Yu Tan
- Department of General Surgery, Tan Tock Seng Hospital, Singapore 308433, Singapore; (M.Y.P.C.); (E.Y.T.)
| | - Veronique Kiak-Mien Tan
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
- Division of Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore; (J.L.T.); (K.W.O.); (C.L.O.)
- Department of General Surgery, Singapore General Hospital, Singapore 169608, Singapore
- SingHealth Duke-NUS Breast Centre, Singapore 169610, Singapore
| | - Ann Siew Gek Lee
- Cellular and Molecular Research, Humphrey Oei Institute of Cancer Research, National Cancer Centre, Singapore 169610, Singapore; (S.Y.L.); (P.M.); (G.L.K.); (C.H.T.C.)
- SingHealth Duke-NUS Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore 169857, Singapore; (P.M.); (K.T.B.T.); (W.S.Y.); (Y.S.); (S.Z.L.); (T.S.J.H.); (B.K.J.K.); (C.H.T.); (V.K.-M.T.)
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117593, Singapore
- Correspondence: ; Tel.: +65-6436-8313
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Guo J, Yang Y, Zhang J, Guo M, Xiang L, Yu S, Ping H, Zhuo L. microRNA‐448 inhibits stemness maintenance and self‐renewal of hepatocellular carcinoma stem cells through the MAGEA6‐mediated AMPK signaling pathway. J Cell Physiol 2019; 234:23461-23474. [PMID: 31232474 DOI: 10.1002/jcp.28915] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Revised: 05/17/2019] [Accepted: 05/20/2019] [Indexed: 12/23/2022]
Affiliation(s)
- Jun‐Cheng Guo
- Affiliated Haikou Hospital, Xiangya School of Medicine Central South University Haikou China
- Graduate School Central South University Changsha China
| | - Yi‐Jun Yang
- Affiliated Haikou Hospital, Xiangya School of Medicine Central South University Haikou China
| | - Jian‐Quan Zhang
- Affiliated Haikou Hospital, Xiangya School of Medicine Central South University Haikou China
| | - Min Guo
- Psychological Research Center Hainan General Hospital Haikou China
| | - Li Xiang
- The Third People's Hospital of Hubei Province Wuhan China
| | - Shu‐Feng Yu
- Affiliated Haikou Hospital, Xiangya School of Medicine Central South University Haikou China
| | - Huang Ping
- Psychological Research Center Hainan General Hospital Haikou China
| | - Liu Zhuo
- Psychological Research Center Hainan General Hospital Haikou China
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17
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Yang Y, Sun KK, Shen XJ, Wu XY, Li DC. miR-557 inhibits the proliferation and invasion of pancreatic cancer cells by targeting EGFR. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2019; 12:1333-1341. [PMID: 31933947 PMCID: PMC6947066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Accepted: 02/18/2019] [Indexed: 06/10/2023]
Abstract
Deregulation of microRNA has been suggested as a critical event in pancreatic cancer development and progression. Thus far, very little is known about the role of miR-557; therefore, the goal of this study was to investigate the potential role of miR-557 in pancreatic cancer. In the present study, we discovered that miR-557 expression was lowered in cancerous pancreatic tissue samples relative to non-cancerous adjacent controls, and when miR-557 was overexpressed we found that this promoted the apoptotic death of pancreatic cancer cells, suppressing their proliferation, invasion, and migration. Using western blotting and luciferase reporter assays, we further found evidence that this miRNA may directly suppress expression of the epidermal growth factor receptor via suppressing its translation through 3'-UTR binding. When EGFR was overexpressed in our pancreatic cancer cells, this was sufficient to reverse the effects of miR-557 inhibition. In summary, miR-557 acts as a tumor suppressor in pancreatic cancer cells, impairing their ability to grow and invade surrounding tissues due at least in part to EGFR inhibition. Harnessing this targeting of EGFR via this miRNA may therefore be a viable strategy useful for patient suffering from this deadly disease.
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Affiliation(s)
- Yong Yang
- Department of General Surgery, The First Affiliated Hospital of Soochow UniversitySuzhou 215006, Jiangsu, China
| | - Ke-Kang Sun
- Department of Gastrointestinal Surgery, Clinical Medical College of Jiangsu University, Kunshan First People’s Hospital Affiliated to Jiangsu UniversitySuzhou 215300, Jiangsu, China
| | - Xiao-Jun Shen
- Department of Gastrointestinal Surgery, Clinical Medical College of Jiangsu University, Kunshan First People’s Hospital Affiliated to Jiangsu UniversitySuzhou 215300, Jiangsu, China
| | - Xiao-Yang Wu
- Department of Gastrointestinal Surgery, Clinical Medical College of Jiangsu University, Kunshan First People’s Hospital Affiliated to Jiangsu UniversitySuzhou 215300, Jiangsu, China
| | - De-Chun Li
- Department of General Surgery, The First Affiliated Hospital of Soochow UniversitySuzhou 215006, Jiangsu, China
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18
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Yang Z, Li J, Feng G, Wang Y, Yang G, Liu Y, Zhang S, Feng J, Zhang X. Hepatitis B virus X protein enhances hepatocarcinogenesis by depressing the targeting of NUSAP1 mRNA by miR- 18b. Cancer Biol Med 2019; 16:276-287. [PMID: 31516748 PMCID: PMC6713641 DOI: 10.20892/j.issn.2095-3941.2018.0283] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Objective The aim of this study was to investigate the underlying mechanism whereby HBx modulates the targeting of NUSAP1 by miR-18b to enhance hepatocarcinogenesis. Methods We employed an integrated approach of bioinformatics analysis and molecular experiments in hepatoma cells, HBV transgenic mice, and clinical liver cancer tissues to investigate the role of HBx-regulated miR-18b in the development of liver cancer. Results In this study, we report that the HBx-mediated tumor suppressor miR-18b modulates hepatocarcinogenesis during the host-HBV interaction. The expression levels of miR-18b were lower in clinical HBV-positive liver cancer tissues and liver tissues of HBV-transgenic mice. Interestingly, HBx inhibited miR-18b expression by inducing the methylation of CpG islands in its promoter. Accordingly, we tested the hypothesis that HBx enhanced hepatocarcinogenesis by increasing the expression of target genes of miR-18b. Moreover, we identified nucleolar spindle-associated protein 1 (NUSAP1) as one of the target genes of miR-18b. NUSAP1 was expressed at high levels in liver cancer tissues. Interestingly, HBx up-regulated NUSAP1 by suppressing miR-18b. Functionally, miR-18b significantly inhibited the proliferation of hepatoma cells by depressing NUSAP1 levels in vivo and in vitro. Conclusions Thus, we conclude that the targeting of NUSAP1 mRNA by the tumor suppressor miR-18b is controlled by HBx-modulated promoter methylation during the host-virus interaction, leading to hepatocarcinogenesis. Our findings provide new insights into the mechanism by which HBx-mediated miRNAs modulate hepatocarcinogenesis.
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Affiliation(s)
- Zhe Yang
- Department of Cancer Research, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Jiong Li
- Department of Cancer Research, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Guoxing Feng
- Department of Cancer Research, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Yuan Wang
- Department of Cancer Research, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Guang Yang
- Department of Cancer Research, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Yunxia Liu
- Department of Cancer Research, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Shuqin Zhang
- Department of Cancer Research, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Jinyan Feng
- Department of Cancer Research, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Xiaodong Zhang
- Department of Cancer Research, College of Life Sciences, Nankai University, Tianjin 300071, China
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19
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Darrigo Júnior LG, Lira RCP, Fedatto PF, Marco Antonio DS, Valera ET, Aguiar S, Yunes JA, Brandalise SR, Neder L, Saggioro FP, Becker AP, de Oliveira RS, Machado HR, Panepucci RA, Tone LG, Scrideli CA. MicroRNA profile of pediatric pilocytic astrocytomas identifies two tumor-specific signatures when compared to non-neoplastic white matter. J Neurooncol 2018; 141:373-382. [PMID: 30570705 DOI: 10.1007/s11060-018-03042-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 11/01/2018] [Indexed: 01/07/2023]
Abstract
PURPOSES Pilocytic astrocytoma (PA) is a low-grade neoplasm frequently found in childhood. PA is characterized by slow growth and a relatively good prognosis. Genetic mechanisms such as activation of MAPK, BRAF gene deregulation and neurofibromatosis type 1 (NF1) syndrome have been associated with PA development. Epigenetic signature and miRNA expression profile are providing new insights about different types of tumor, including PAs. METHODS In the present study we evaluated global miRNA expression in 16 microdissected pediatric PA specimens, three NF1-associated PAs and 11 cerebral white matter (WM) samples by the microarray method. An additional cohort of 20 PAs was used to validate by qRT-PCR the expression of six miRNAs differentially expressed in the microarray data. RESULTS Unsupervised hierarchical clustering analysis distinguished one cluster with nine PAs, including all NF1 cases and a second group consisting of the WM samples and seven PAs. Among 88 differentially expressed miRNAs between PAs and WM samples, the most underexpressed ones regulate classical pathways of tumorigenesis, while the most overexpressed miRNAs are related to pathways such as focal adhesion, P53 signaling pathway and gliomagenesis. The PAs/NF1 presented a subset of underexpressed miRNAs, which was also associated with known deregulated pathways in cancer such as cell cycle and hippo pathway. CONCLUSIONS In summary, our data demonstrate that PA harbors at least two distinct miRNA signatures, including a subgroup of patients with NF1/PA lesions.
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Affiliation(s)
- Luiz Guilherme Darrigo Júnior
- Department of Pediatrics, Ribeirão Preto Medical School, University of Sao Paulo - USP, Avenida dos Bandeirantes, 3900, Ribeirão Preto, SP, 14049-900, Brazil
| | | | - Paola Fernanda Fedatto
- Department of Pediatrics, Ribeirão Preto Medical School, University of Sao Paulo - USP, Avenida dos Bandeirantes, 3900, Ribeirão Preto, SP, 14049-900, Brazil
| | | | - Elvis Terci Valera
- Department of Pediatrics, Ribeirão Preto Medical School, University of Sao Paulo - USP, Avenida dos Bandeirantes, 3900, Ribeirão Preto, SP, 14049-900, Brazil
| | | | - José Andres Yunes
- State University of Campinas, Campinas, SP, Brazil.,Boldrini´s Children Center, Campinas, SP, Brazil
| | | | - Luciano Neder
- Department of Pathology, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, SP, Brazil
| | - Fabiano Pinto Saggioro
- Department of Pathology, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, SP, Brazil
| | - Aline Paixão Becker
- Department of Pathology, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, SP, Brazil
| | - Ricardo Santos de Oliveira
- Department of Surgery, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, SP, Brazil
| | - Hélio Rubens Machado
- Department of Surgery, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, SP, Brazil
| | | | - Luiz Gonzaga Tone
- Department of Pediatrics, Ribeirão Preto Medical School, University of Sao Paulo - USP, Avenida dos Bandeirantes, 3900, Ribeirão Preto, SP, 14049-900, Brazil
| | - Carlos Alberto Scrideli
- Department of Pediatrics, Ribeirão Preto Medical School, University of Sao Paulo - USP, Avenida dos Bandeirantes, 3900, Ribeirão Preto, SP, 14049-900, Brazil.
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20
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Differential MicroRibonucleic Acid Expression in Cardioembolic Stroke. J Stroke Cerebrovasc Dis 2018; 28:121-124. [PMID: 30316639 DOI: 10.1016/j.jstrokecerebrovasdis.2018.09.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 07/30/2018] [Accepted: 09/12/2018] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND MicroRNAs (miRNA) are a class of small, endogenous (17-25 nucleotide) noncoding ribonucleic acids implicated in the transcriptional and post-transcriptional regulation of gene expression. This study examines stroke-specific miRNA expression in large vessel territory cardioembolic stroke. METHODS Peripheral blood was collected from controls and ischemic stroke patients 24 hours after stroke onset. Whole blood miRNA was isolated and analyzed for differential expression. A total of 16 patients with acute middle cerebral artery territory strokes of cardioembolic origin were included in this pilot study. MiRNA profiling was conducted by miRCURY LNA™ microRNA Array. RESULTS In patients with cardioembolic stroke, significant differential expression of 14 miRNAs was observed when compared to controls. Ten of these miRNA had not previously been associated with ischemic stroke (miR-664a-3p, -2116-5pp, -4531, -4765-5p, -647, -4709-3p, -4742-3p, -5584-3p, -4756-3p, and -5187-3p). Subanalysis of severe strokes (NIHSS > 10) identified an additional 5 differentially expressed miRNA. No significant effects of sex or tissue plasminogen activator treatment were seen on miRNA expression. CONCLUSIONS Ischemic stroke patients show a differential miRNA expression profile as compared to controls. These new associations between circulating miRNAs and ischemic stroke may help to refine stroke subtype diagnosis and identify novel therapeutic miRNA targets for the treatment of ischemic stroke.
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21
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Cui XW, Qian ZL, Li C, Cui SC. Identification of miRNA and mRNA expression profiles by PCR microarray in hepatitis B virus‑associated hepatocellular carcinoma. Mol Med Rep 2018; 18:5123-5132. [PMID: 30272372 DOI: 10.3892/mmr.2018.9516] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2018] [Accepted: 08/23/2018] [Indexed: 02/07/2023] Open
Abstract
The present study aimed to identify differentially expressed microRNAs (miRNAs) and mRNAs in hepatitis B virus‑associated hepatocellular carcinoma (HCC). A total of five HCC tissues and paired adjacent non‑tumor tissues were screened to identify the differentially expressed miRNAs and target mRNAs using polymerase chain reaction microarrays. The interaction between differential miRNA and mRNA expression was concurrently analyzed using bioinformatics methods. A total of 32 differentially expressed miRNAs (four upregulated miRNAs and 28 downregulated miRNAs) and 16 differentially expressed mRNAs (11 upregulated mRNAs and five downregulated mRNAs) were identified. Among these, upregulated hsa‑miRNA (miR)‑96‑5p and hsa‑miR‑18b‑5p suppressed their target mRNAs forkhead box O1 and MET transcriptional regulator MACC1 (MACC1). Downregulation of hsa‑miR‑199a‑5p led to upregulation of its target mRNAs, cyclin dependent kinase 4 and insulin like growth factor 2 (IGF2). The high‑level expression of IGF2 mRNA and cyclin E1 mRNA was due to the low‑level expression of hsa‑miR‑145‑5p, hsa‑miR‑181a‑5p, hsa‑miR‑199a‑5p and hsa‑miR‑223a‑3p, and hsa‑miR‑26a‑5p and hsa‑miR‑26b‑5p, respectively. The low‑level expression of coronin 1A mRNA and MACC1 mRNA was due to overexpression of hsa‑miR‑517a‑3p and hsa‑miR‑18a‑5p, and hsa‑miR‑18b‑5p, respectively. Numerous gene ontology terms were associated with oncogenesis. The most enriched pathways targeted by the dysregulated miRNAs and mRNAs were associated with cancer and oncogenesis pathways. The present data suggested that differential miRNA and mRNA expression is present in HCC. Thus, interactions between certain miRNAs and mRNAs may be involved in the pathogenesis of HCC.
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Affiliation(s)
- Xiong-Wei Cui
- Interventional Center for Oncology, Beijing Youan Hospital, Capital Medical University, Beijing 100069, P.R. China
| | - Zhi-Ling Qian
- Interventional Center for Oncology, Beijing Youan Hospital, Capital Medical University, Beijing 100069, P.R. China
| | - Cong Li
- Interventional Center for Oncology, Beijing Youan Hospital, Capital Medical University, Beijing 100069, P.R. China
| | - Shi-Chang Cui
- Interventional Center for Oncology, Beijing Youan Hospital, Capital Medical University, Beijing 100069, P.R. China
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22
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Razaviyan J, Hadavi R, Tavakoli R, Kamani F, Paknejad M, Mohammadi-Yeganeh S. Expression of miRNAs Targeting mTOR and S6K1 Genes of mTOR Signaling Pathway Including miR-96, miR-557, and miR-3182 in Triple-Negative Breast Cancer. Appl Biochem Biotechnol 2018; 186:1074-1089. [PMID: 29862445 DOI: 10.1007/s12010-018-2773-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Accepted: 04/23/2018] [Indexed: 12/15/2022]
Abstract
Triple-negative breast cancer (TNBC) is a highly aggressive form of breast cancer. Aberrant expression of genes in mTOR pathway and their targeting miRNAs plays an important role in TNBC. The aim of this study was to determine the expression of mTOR and S6K1 and their targeting miRNAs in breast cancer cell lines and clinical samples. miRNAs targeting 3'-UTR of mTOR and S6K1 mRNAs were predicted using bioinformatic algorithms. MDA-MB-231, MCF-7, and MCF-10A as well as 20 TNBC samples were analyzed for gene and miRNA expression using quantitative real-time PCR (RT-qPCR). A receiver operating characteristic (ROC) curve analysis was performed for evaluation of candidate miRNAs as diagnostic biomarkers. miR-96 and miR-557 targeting mTOR and S6K1 mRNAs, respectively, were selected, and miR-3182 was selected as the miRNA targeting both genes. The miRNAs were down-regulated in cell lines, while their target mRNAs were up-regulated. Similar findings were observed in clinical samples. The ROC curve analysis revealed decline in expression of these miRNAs. We suggest that miR-96, miR-557, and miR-3182 can be used as inhibitory agents for mTOR and S6K1 in TNBC-targeted therapy.
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Affiliation(s)
- Javad Razaviyan
- Department of Biochemistry, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Razie Hadavi
- Department of Biochemistry and Student Research Committee, Semnan University of Medical School, Semnan, Iran
- Department of Molecular Biology and Genetic Engineering, Stem Cell Technology Research Center, Tehran, Iran
| | - Rezvan Tavakoli
- Department of Molecular Biology and Genetic Engineering, Stem Cell Technology Research Center, Tehran, Iran
| | - Fereshteh Kamani
- Department of Surgery, Taleghani Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Maliheh Paknejad
- Department of Biochemistry, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.
| | - Samira Mohammadi-Yeganeh
- Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
- Department of Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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Fang B, Li G, Xu C, Hui Y, Li G. MicroRNA miR-1249 downregulates adenomatous polyposis coli 2 expression and promotes glioma cells proliferation. Am J Transl Res 2018; 10:1324-1336. [PMID: 29887948 PMCID: PMC5992537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2018] [Accepted: 03/16/2018] [Indexed: 06/08/2023]
Abstract
Continuous activation of the Wnt/β-Catenin signaling has been reported to play important roles in multiple process of tumor progression, leading to uncontrolled cancer cell proliferation, growth, and survival. However, the mechanism underlying the regulation of the Wnt/β-Catenin pathway remains largely unknown. Determining the molecular mechanism of the Wnt/β-Catenin pathway's aberrant activation in glioma carcinogenesis might improve therapeutic strategies for patients with glioma. In this study, we showed that the expression of microRNA miR-1249 was markedly upregulated in glioma cell lines and tissues. Upregulation of miR-1249 enhanced, whereas downregulation inhibited, the proliferation of glioma cells both in vitro and in vivo. Furthermore, bioinformatic and experimental approaches showed that miR-1249 targets and suppresses APC2 expression, an important Wnt/β-Catenin pathway-regulated factor. These data suggested that miR-1249 could be a novel therapeutic target of microRNA-mediated cell proliferation in glioma.
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Affiliation(s)
- Baojun Fang
- Department of Neurosurgery, Qilu Hospital of Shandong UniversityJinan 250012, Shandong Province, China
- Department of Neurosurgery, Liaocheng People’s HospitalLiaocheng 252000, Shandong Province, China
| | - Guoliang Li
- Department of Neurosurgery, Liaocheng People’s HospitalLiaocheng 252000, Shandong Province, China
| | - Chongfu Xu
- Department of Neurosurgery, Liaocheng People’s HospitalLiaocheng 252000, Shandong Province, China
| | - Yuzuo Hui
- Department of Neurosurgery, Liaocheng People’s HospitalLiaocheng 252000, Shandong Province, China
| | - Gang Li
- Department of Neurosurgery, Qilu Hospital of Shandong UniversityJinan 250012, Shandong Province, China
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24
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miR-581-Related Single Nucleotide Polymorphism, rs2641726, Located in MUC4 Gene, is Associated with Gastric Cancer Incidence. Indian J Clin Biochem 2018; 34:347-351. [PMID: 31391727 DOI: 10.1007/s12291-018-0751-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Accepted: 04/06/2018] [Indexed: 01/26/2023]
Abstract
MUC4 is aberrantly expressed in several carcinomas including breast, colon, ovarian, lung, prostate, stomach and pancreatic cancers. MUC4 can regulate cell apoptosis negatively and facilitate stomach tumorigenesis. In this research, we aimed to evaluate the possible association between rs2641726 (C > A) polymorphism of MUC4 and gastric cancer risk in the Iranian population. In this case-control study, we collected blood samples from 168 gastric cancer patients and 66 healthy subjects. Allele-specific primer polymerase chain reaction method was applied to genotype rs2641726 in the obtained DNA samples. This study demonstrated that rs2641726 C allele was significantly associated with the incidence of gastric cancer, odds ratio = 3.382, 95% confidence interval: 1.840-6.217 (P < 0.001). Furthermore, the distribution of this risk allele was highly enriched in the samples with stage III. In silico studies revealed that the C allele of rs2641726, located within MUC4 3'UTR, is potential to attenuate the interaction between miR-581 and MUC4 mRNA. This disturbing effect, which might result in higher expression of MUC4 oncoprotein, was proposed for the mechanism of action of the rs2641726 risk allele. rs2641726 C allele is significantly enriched in gastric cancer specimens. The attenuating effect of this allele on miR-581 and MUC4 interaction might be a potential mechanism of action by which C allele imposes its oncogenic impact.
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25
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Liu C, Su C, Chen Y, Li G. MiR-144-3p promotes the tumor growth and metastasis of papillary thyroid carcinoma by targeting paired box gene 8. Cancer Cell Int 2018; 18:54. [PMID: 29632436 PMCID: PMC5885360 DOI: 10.1186/s12935-018-0550-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2018] [Accepted: 03/24/2018] [Indexed: 12/21/2022] Open
Abstract
Background Paired box gene 8 (PAX8) is expressed in and indispensable to thyroid development. MiR-144-3p is found dys-regulated in cancers, and it can block the expression of target gens. This study sought to understand the effect of MiR-144-3p in papillary thyroid carcinoma (PTC) as well as the associated mechanisms. Materials and methods Real-time PCR, immunohistochemical and Western blot assays were performed to examine the expression of target miRNA and/or genes. CCK-8 and flow cytometry analysis was used to respectively test cell growth, cell cycle progression and apoptosis. Luciferase reporter assay was performed to find out whether miR-144-3p could bind to the 3′ untranslated region of PAX8 or not. Results We found that PAX8 decreased in PTC, while miR-144-3p increased in PTC. Over-expression of miR-144-3p promoted the cell viability and cell cycle progression. The expressions of cell-cycle-related genes, cyclin D1, cyclin-dependent kinase 2 and CDC25A were modulated by miR-144-3p. Meanwhile, the presence or absence of miR-144-3p both affected epithelial-mesenchymal transition of PTC by regulating the expression of E-cadherin, N-cadherin and vimentin. Moreover, PAX8 may be a potential direct target of miR-144-3p. Mechanically, the activation of extracellular signal–regulated kinases 1/2, Akt and c-Jun N-terminal kinases may be associated with the tumor-promoting effect of miR-144-3p. In addition, the blockage of miR-144-3p forced the anti-tumor effect delivered by X-ray exposure or paclitaxel. Conclusion MiR-144-3p promoted the growth of tumor and the metastasis of PTC by targeting PAX 8. The study provided promising prognosis markers and valuable treatment strategy for PTC.
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Affiliation(s)
- Chang Liu
- 1Department of Radiation Oncology, The First Affiliated Hospital of China Medical University, 155 NanJing North Road, Shenyang, 110000 China
| | - Chang Su
- Department of Ultrasound Diagnosis, The Liaoning Province People Hospital, Shenyang, China
| | - Yanchun Chen
- Department of Ultrasound Diagnosis, The Liaoning Province People Hospital, Shenyang, China
| | - Guang Li
- 1Department of Radiation Oncology, The First Affiliated Hospital of China Medical University, 155 NanJing North Road, Shenyang, 110000 China
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26
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Matamala JM, Arias-Carrasco R, Sanchez C, Uhrig M, Bargsted L, Matus S, Maracaja-Coutinho V, Abarzua S, van Zundert B, Verdugo R, Manque P, Hetz C. Genome-wide circulating microRNA expression profiling reveals potential biomarkers for amyotrophic lateral sclerosis. Neurobiol Aging 2018; 64:123-138. [DOI: 10.1016/j.neurobiolaging.2017.12.020] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Revised: 12/18/2017] [Accepted: 12/21/2017] [Indexed: 12/17/2022]
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27
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Role of circulatory microRNAs in the pathogenesis of hepatitis C virus. Virusdisease 2017; 28:360-367. [PMID: 29291226 DOI: 10.1007/s13337-017-0407-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 11/03/2017] [Indexed: 12/17/2022] Open
Abstract
Hepatitis C virus (HCV) is associated with one of the major health problem in world that ultimate results in the liver cirrhosis and leads to carcinoma of hepatocellular components round the world. More than 185 million people were found to be infected with HCV. MicroRNAs are small oligonucleotide RNA having 18-22 nucleotides. Circulating mi-RNAs regulate the replication of HCV and HCV-induced liver fibrosis and HCC. By comparing the expression profiles of mi-RNAs of normal individuals with HCV infected patients, aberrant changes in expression of different mi-RNAs have been observed so it can be predicted that these mi-RNAs are associated with and play a central role in the hepatitis C infection and diseases associated with it. This review demonstrates the major role of circulatory microRNAs in the HCV and HCV associated ailments.
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28
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Chen D, Liu L, Luo X, Mu A, Yan L, Chen X, Wang L, Wang N, He H, Zhou H, Zhang T. Effect of SMYD3 on the microRNA expression profile of MCF-7 breast cancer cells. Oncol Lett 2017; 14:1831-1840. [PMID: 28789418 DOI: 10.3892/ol.2017.6320] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 03/28/2017] [Indexed: 01/02/2023] Open
Abstract
SET and MYND domain containing 3 (SMYD3) is a histone methyltransferase (HMT) and transcription factor, which serves important roles in carcinogenesis. Numerous downstream target genes of SMYD3 have been identified in previous studies. However, the downstream microRNA (miRNA) s regulated by SMYD3 are yet to be elucidated. In the present study, the results of miRNA microarray demonstrated that 30 miRNA expression profiles were upregulated, whilst 24 miRNAs were downregulated by >2.0-fold in the SMYD3-overexpressed MCF-7 breast cancer cells. The HMT activity was demonstrated to be essential for SMYD3-mediated transactivation of miR-200c-3p and the overexpression of miR-200c-3p inhibited the transactivation effects of SMYD3 on myocardin-related transcription factor-A-dependent migration-associated genes. To our best knowledge, the current study is the first to report on the transcriptional regulation of SMYD3 on miRNAs, and miR-200c may be a downstream negative regulator of the SMYD3-mediated pathway in the migration of breast cancer cells. These results may provide a novel theoretical basis to understand the mechanisms underlying the initiation, progression, diagnosis, prevention and therapy of breast cancer.
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Affiliation(s)
- Dongju Chen
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
| | - Lei Liu
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
| | - Xuegang Luo
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
| | - Ai Mu
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
| | - Lihua Yan
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
| | - Xiaoying Chen
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
| | - Lei Wang
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
| | - Nan Wang
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
| | - Hongpeng He
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
| | - Hao Zhou
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
| | - Tongcun Zhang
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin University of Science and Technology, Tianjin 300457, P.R. China.,Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, P.R. China
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Zhang EL, Gu J, Zhang ZY, Dong KS, Liang BY, Huang ZY. MicroRNA expression profiling in patients with hepatocellular carcinoma of familial aggregation and hepatitis B virus infection. Oncol Lett 2017; 14:971-976. [PMID: 28693260 DOI: 10.3892/ol.2017.6178] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Accepted: 02/23/2017] [Indexed: 12/15/2022] Open
Abstract
Numerous studies have suggested that microRNAs (miRNAs) potently affect hepatocarcinogenesis. However, the miRNA expression profiling in patients with hepatocellular carcinoma (HCC) of familial aggregation and hepatitis B virus (HBV) infection has not been elucidated. In the present study, the plasma miRNA expression profiles of 3 patients with HCC with familial aggregation of HCC and HBV infection and 1 healthy volunteer were examined by microarray analysis, in order to identify relevant miRNAs involved in the pathogenesis of HCC with familial aggregation and HBV infection. The results indicated that 26 miRNAs exhibited a ≥20-fold increase or decrease in the plasma of patients with HCC, compared with the healthy control (24 upregulated and 2 downregulated). Among these altered miRNAs, 15 of them have been reported in HCC. The other 11 miRNAs have never been reported in HCC. These differentially-expressed miRNAs may be potential molecular markers for HCC pathogenesis and development.
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Affiliation(s)
- Er-Lei Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Jin Gu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Zun-Yi Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Ke-Shuai Dong
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Bin-Yong Liang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Zhi-Yong Huang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
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30
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Fischer S, Marquart KF, Pieper LA, Fieder J, Gamer M, Gorr I, Schulz P, Bradl H. miRNA engineering of CHO cells facilitates production of difficult-to-express proteins and increases success in cell line development. Biotechnol Bioeng 2017; 114:1495-1510. [PMID: 28262952 PMCID: PMC6084326 DOI: 10.1002/bit.26280] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 01/25/2017] [Accepted: 03/01/2017] [Indexed: 01/05/2023]
Abstract
In recent years, coherent with growing biologics portfolios also the number of complex and thus difficult-to-express (DTE) therapeutic proteins has increased considerably. DTE proteins challenge bioprocess development and can include various therapeutic protein formats such as monoclonal antibodies (mAbs), multi-specific affinity scaffolds (e.g., bispecific antibodies), cytokines, or fusion proteins. Hence, the availability of robust and versatile Chinese hamster ovary (CHO) host cell factories is fundamental for high-yielding bioprocesses. MicroRNAs (miRNAs) have emerged as potent cell engineering tools to improve process performance of CHO manufacturing cell lines. However, there has not been any report demonstrating the impact of beneficial miRNAs on industrial cell line development (CLD) yet. To address this question, we established novel CHO host cells constitutively expressing a pro-productive miRNA: miR-557. Novel host cells were tested in two independent CLD campaigns using two different mAb candidates including a normal as well as a DTE antibody. Presence of miR-557 significantly enhanced each process step during CLD in a product independent manner. Stable expression of miR-557 increased the probability to identify high-producing cell clones. Furthermore, production cell lines derived from miR-557 expressing host cells exhibited significantly increased final product yields in fed-batch cultivation processes without compromising product quality. Strikingly, cells co-expressing miR-557 and a DTE antibody achieved a twofold increase in product titer compared to clones co-expressing a negative control miRNA. Thus, host cell engineering using miRNAs represents a promising tool to overcome limitations in industrial CLD especially with regard to DTE proteins. Biotechnol. Bioeng. 2017;114: 1495-1510. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Simon Fischer
- Early Stage Bioprocess Development, Boehringer Ingelheim GmbH & Co. KG, Birkendorfer Strasse 65, 88397, Biberach, Germany.,Cell Culture Development CMB, Boehringer Ingelheim GmbH & Co. KG, Biberach, Germany
| | - Kim F Marquart
- Early Stage Bioprocess Development, Boehringer Ingelheim GmbH & Co. KG, Birkendorfer Strasse 65, 88397, Biberach, Germany
| | - Lisa A Pieper
- Institute of Cell Biology and Immunology, University of Stuttgart, Stuttgart, Germany
| | - Juergen Fieder
- Early Stage Bioprocess Development, Boehringer Ingelheim GmbH & Co. KG, Birkendorfer Strasse 65, 88397, Biberach, Germany
| | - Martin Gamer
- Early Stage Bioprocess Development, Boehringer Ingelheim GmbH & Co. KG, Birkendorfer Strasse 65, 88397, Biberach, Germany
| | - Ingo Gorr
- Early Stage Bioprocess Development, Boehringer Ingelheim GmbH & Co. KG, Birkendorfer Strasse 65, 88397, Biberach, Germany
| | - Patrick Schulz
- Cell Culture Development CMB, Boehringer Ingelheim GmbH & Co. KG, Biberach, Germany
| | - Harald Bradl
- Cell Culture Development CMB, Boehringer Ingelheim GmbH & Co. KG, Biberach, Germany
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31
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Wang L, Bo X, Zheng Q, Xiao X, Wu L, Li B. miR-296 inhibits proliferation and induces apoptosis by targeting FGFR1 in human hepatocellular carcinoma. FEBS Lett 2016; 590:4252-4262. [PMID: 27714806 DOI: 10.1002/1873-3468.12442] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2016] [Revised: 09/26/2016] [Accepted: 09/27/2016] [Indexed: 01/08/2023]
Abstract
MiR-296 was previously reported to be underexpressed in hepatocellular carcinoma (HCC). However, the clinical value of miR-296 and its function in HCC remain poorly understood. In this study, we found that miR-296 levels are decreased in HCC specimens and cells, and that the underexpression of miR-296 is associated with adverse clinical parameters and poor overall survival rate. In vitro experiments indicate that miR-296 inhibits proliferation, colony formation, and cell cycle progression, and enhances apoptosis in HCC cells. Notably, we found that the fibroblast growth factor receptor 1 (FGFR1) is a downstream target that mediates the functions of miR-296 in HCC. Thus, our findings indicate that miR-296 exerts a tumor suppressive role in HCC and is a potential biomarker and drug-target.
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Affiliation(s)
- Liyan Wang
- Department of Gastroenterology, Affiliated Hospital of Guilin Medical University, China
| | - Xiaotong Bo
- Department of Gastroenterology, Affiliated Hospital of Guilin Medical University, China
| | - Qinghua Zheng
- Department of Gastroenterology, Affiliated Hospital of Guilin Medical University, China
| | - Xuhua Xiao
- Department of Gastroenterology, Affiliated Hospital of Guilin Medical University, China
| | - Linling Wu
- Department of Gastroenterology, Affiliated Hospital of Guilin Medical University, China
| | - Bin Li
- Department of Gastroenterology, Affiliated Hospital of Guilin Medical University, China
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32
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Shen L, Liu L, Ge L, Xie L, Liu S, Sang L, Zhan T, Li H. miR-448 downregulates MPPED2 to promote cancer proliferation and inhibit apoptosis in oral squamous cell carcinoma. Exp Ther Med 2016; 12:2747-2752. [PMID: 27698780 DOI: 10.3892/etm.2016.3659] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Accepted: 07/15/2016] [Indexed: 12/21/2022] Open
Abstract
The incidence of oral squamous cell carcinoma (OSCC) is continuously increasing while its survival rate has not notably improved. There is a pressing need for improved understanding of the genetic regulation of OSCC tumorigenesis and progression. In this study, the function of miR-448 in the regulation of OSCC growth and its putative target were thoroughly analyzed in vitro. The expression of miR-448 was detected in human OSCC specimens and OSCC cell lines (Cal-27 and Scc-9) by reverse transcription-quantitative polymerase chain reaction. The function of miR-448 was investigated in Cal-27 cells transfected with miR-448 inhibitor, and its putative target determined using a luciferase reporter assay. MTT and wound healing assays and flow cytometry were used to evaluate the effects of miR-448 on OSCC proliferation, metastasis and apoptosis. The level of miR-448 was significantly elevated in human OSCC tissues and the Cal-27 cell line. Suppression of miR-448 expression attenuated cell proliferation and migration, and induced apoptosis of Cal-27 cells. Furthermore, miR-448 bound with the 3'-untranslated region of metallophosphoesterase domain containing 2 (MPPED2) mRNA, thereby reducing the MPPED2 protein level. Thus, it appears that miR-448 acts as a tumor inducer, causing OSCC growth by inhibiting the expression of its target MPPED2. These results demonstrate that miR-448 plays a critical role in OSCC tumorigenesis, and is a potential therapeutic target.
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Affiliation(s)
- Linhan Shen
- Jiangsu Key Laboratory of Oral Diseases, Institute of Stomatology, Affiliated Hospital of Stomatology, Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China
| | - Liu Liu
- Jiangsu Key Laboratory of Oral Diseases, Institute of Stomatology, Affiliated Hospital of Stomatology, Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China
| | - Liangyu Ge
- Jiangsu Key Laboratory of Oral Diseases, Institute of Stomatology, Affiliated Hospital of Stomatology, Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China
| | - Long Xie
- Department of Oral and Maxillofacial Surgery, Hospital of Stomatology, Wuhan University, Wuhan, Hubei 430079, P.R. China
| | - Siyu Liu
- Jiangsu Key Laboratory of Oral Diseases, Institute of Stomatology, Affiliated Hospital of Stomatology, Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China
| | - Lei Sang
- Department of Oral and Maxillofacial Surgery, Suzhou Huaxia Stomatological Hospital, Suzhou, Jiangsu 215002, P.R. China
| | - Tiantian Zhan
- Jiangsu Key Laboratory of Oral Diseases, Institute of Stomatology, Affiliated Hospital of Stomatology, Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China
| | - Hongwei Li
- Jiangsu Key Laboratory of Oral Diseases, Institute of Stomatology, Affiliated Hospital of Stomatology, Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China; Jiangsu Key Laboratory of Oral Diseases, Department of Oral and Maxillofacial Surgery, Affiliated Hospital of Stomatology, Nanjing Medical University, Nanjing, Jiangsu 210029 P.R. China
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33
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Morgul MH, Klunk S, Anastasiadou Z, Gauger U, Dietel C, Reutzel-Selke A, Felgendref P, Hau HM, Tautenhahn HM, Schmuck RB, Raschzok N, Sauer IM, Bartels M. Diagnosis of HCC for patients with cirrhosis using miRNA profiles of the tumor-surrounding tissue - A statistical model based on stepwise penalized logistic regression. Exp Mol Pathol 2016; 101:165-171. [PMID: 27554417 DOI: 10.1016/j.yexmp.2016.07.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 07/21/2016] [Indexed: 01/11/2023]
Abstract
The presence of hepatocellular carcinoma (HCC) is a significant complication of cirrhosis because it changes the prognosis and the treatment of the patients. By now, contrast-enhanced CT and MR scans are the most reliable tools for the diagnosis of HCC; however, in some cases, a biopsy of the tumor is necessary for the final diagnosis. The aim of the study was to develop a diagnostic tool using the microRNA (miRNA) profiles of the tissue surrounding the HCC tumor combined with clinical parameters in statistical models. At a transplantation setting, 32 patients with HCC and cirrhosis (B) were compared to 22 patients suffering from cirrhosis only (A). The diagnosis and exclusion of HCC was confirmed following the histopathological examination of the explanted liver. The HCC patients were significantly older than the patients with cirrhosis only (B: 60.6 and A: 49.9, p<0.001) and showed higher levels of ALT (A: 0.76μkat/l, B: 1.02μkat/, p=0.006) and AFP (A: 5.8ng/ml, B: 70.3ng/ml, p<0.001), whereas the bilirubin levels were higher in the cirrhosis only group (p=0.002). Using age (cut-off 50.23years) and AFP (cut-off 4.2ng/ml) thresholds, the levels of expression of miR-1285-3p and miR-943 differentiated between the patients with HCC and cirrhosis from those with cirrhosis only with an accuracy of 96.3%. This is the first report about the use of stepwise penalized logistic regression and decision tree analyses of miRNA expressions in the tumor-surrounding tissue combined with clinical parameters for the diagnosis of HCC.
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Affiliation(s)
- Mehmet Haluk Morgul
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Germany; University of Leipzig, Visceral, Transplant, Thoracic, and Vascular Surgery, Germany.
| | - Sergej Klunk
- University of Leipzig, Visceral, Transplant, Thoracic, and Vascular Surgery, Germany; Harzklinikum Dorothea Christiane Erxleben GmbH, Clinic for Traumatology, Hand and Orthopedic Surgery, Germany
| | | | | | - Corinna Dietel
- University of Leipzig, Visceral, Transplant, Thoracic, and Vascular Surgery, Germany
| | - Anja Reutzel-Selke
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Germany
| | - Philipp Felgendref
- General, Visceral, and Vascular Surgery, University of Jena, Erlanger Allee 101, 07747, Jena, Germany
| | - Hans-Michael Hau
- University of Leipzig, Visceral, Transplant, Thoracic, and Vascular Surgery, Germany
| | - Hans-Michael Tautenhahn
- General, Visceral, and Vascular Surgery, University of Jena, Erlanger Allee 101, 07747, Jena, Germany
| | - Rosa Bianca Schmuck
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Germany
| | - Nathanael Raschzok
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Germany
| | - Igor Maximillian Sauer
- Department of Surgery, Campus Charité Mitte, Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Germany
| | - Michael Bartels
- University of Leipzig, Visceral, Transplant, Thoracic, and Vascular Surgery, Germany; General and Visceral Surgery, Helios Park-Klinikum Leipzig, Germany
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Lv X, Li J, Yang B. Clinical effects of miR-101 on prognosis of hepatocellular carcinoma and carcinogenic mechanism of anti-miR-101. Oncol Rep 2016; 36:2184-92. [PMID: 27498785 DOI: 10.3892/or.2016.4980] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Accepted: 07/11/2016] [Indexed: 11/05/2022] Open
Abstract
The aim of this study was to verify whether anti-miR-101 participates in the treatment of hepatocellular carcinoma (HCC) as a small-molecule antitumor agent, and to explore the effect on phosphatase and tensin homolog deleted on chromosome 10 (PTEN). Patients who received consecutive hepatectomies were followed-up, and miR-101 expressions in their tumor and paracancerous tissues were detected. Correlation between miR-101 expression and clinical pathological factors and prognosis was studied. High‑throughput sequencing was used to detect the genetic and microRNA (miRNA) levels of tumor tissues. Expression of anti-miR-101 in different HCC cell lines was determined, and those of desired genes and proteins were detected by qRT-PCR and western blotting to obtain the target gene. miR-101 was significantly upregulated in HCC patients compared with that in paracancerous tissues. High miR-101 expression, vascular invasion, tumor size ≥7 cm and late pathological stage were the risk factors of recurrence-free survival rate. High miR-101 expression was the independent prognostic factor of total and recurrence-free survival rates. CXCL12, IL6R, FOXO3 and PTEN were screened as desired genes, and only PTEN was expressed significantly differently in three cell lines. miR-101 could bind 3'-UTR of WT-PTEN with reduced fluorescent intensity, suggesting that PTEN was the target gene. SMMC-7721, HepG2 and Huh7 were eligible cell lines for miR-101 studies. miR-101 was an applicable molecular marker of HCC. Anti-miR-101 regulated the transcription of PTEN and may promote cell proliferation, differentiation and apoptosis by regulating downstream genes with PTEN. The regulatory effects of anti-miR-101 on PTEN provide valuable evidence for finding novel miRNA drugs.
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Affiliation(s)
- Xuecheng Lv
- Department of Pharmacy, The First People's Hospital of Shangqiu, Shangqiu, Henan 476100, P.R. China
| | - Jinghua Li
- Department of Cardiovascular Surgery, Henan Provincial People's Hospital, Zhengzhou, Henan 450000, P.R. China
| | - Bingnan Yang
- Department of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, Henan 450000, P.R. China
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35
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Zhou S, Ye W, Zhang Y, Yu D, Shao Q, Liang J, Zhang M. miR-144 reverses chemoresistance of hepatocellular carcinoma cell lines by targeting Nrf2-dependent antioxidant pathway. Am J Transl Res 2016; 8:2992-3002. [PMID: 27508019 PMCID: PMC4969435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Accepted: 06/06/2016] [Indexed: 06/06/2023]
Abstract
Hepatocellular carcinoma (HCC) is one of the most common malignant tumors worldwide. Chemoresistance occurrence is a major cause of treatment failure in HCC. Currently, extensive research has revealed diverse mechanisms for chemoresistance, but the molecular mechanisms underlying the role of miRNAs in resistance to 5-FU are not confirmed in HCC cells. By quantitative real-time polymerase chain reaction (qRT-PCR) analysis, we found that miR-144 was significantly decreased in HCC cell lines. It has been further demonstrated that miR-144 were significantly down-regulated in Bel-7402/5-FU cells compared with parental Bel-7402 cells by qRT-PCR and western blot. The expression of Nrf2 was reversely correlated to that of miR-144 in HCC cells. Moreover, Enhancement of 5-FU-induced cytotoxicity and apoptosis are resulted from the transfection with miR-144 mimics in Bel-7402/5-FU cells. Mechanically, miR-144 promoted nuclear factor erythroid-2-related factor-2 (Nrf2) mRNA degradation by directly targeting the Nrf2 3'untranslated region (3'UTR). In addition, ectopic expression of miR-144 in Bel-7402/5-FU cells reduced the levels of Nrf2 and inhibited the transcription of Nrf2-dependent HO-1 gene, thus contributing to 5-FU sensibilization. Conversely, re-expression of Nrf2 partly attenuated the chemosensibilization of miR-144. Our study showed that miR-144 serves as a potential chemoresistance-reversal agent in hepatocellular carcinoma cells, which is at least partly due to the down-regulation of Nrf2-dependent antioxidant pathway.
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Affiliation(s)
- Suna Zhou
- Department of Radiotherapy, Tangdu Hospital, Fourth Military Medical UniversityXi’an, Shaanxi, China
| | - Wenguang Ye
- Department of Gastroenterology, Tangdu Hospital, Fourth Military Medical UniversityXi’an, Shaanxi, China
| | - Yanjun Zhang
- Department of Radiotherapy, Tangdu Hospital, Fourth Military Medical UniversityXi’an, Shaanxi, China
| | - Dequan Yu
- Department of Radiotherapy, Tangdu Hospital, Fourth Military Medical UniversityXi’an, Shaanxi, China
| | - Qiuju Shao
- Department of Radiotherapy, Tangdu Hospital, Fourth Military Medical UniversityXi’an, Shaanxi, China
| | - Jun Liang
- Department of Radiotherapy, Tangdu Hospital, Fourth Military Medical UniversityXi’an, Shaanxi, China
| | - Mingxin Zhang
- Department of Gastroenterology, Tangdu Hospital, Fourth Military Medical UniversityXi’an, Shaanxi, China
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36
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Activation of the miR-34a/SIRT1/p53 Signaling Pathway Contributes to the Progress of Liver Fibrosis via Inducing Apoptosis in Hepatocytes but Not in HSCs. PLoS One 2016; 11:e0158657. [PMID: 27387128 PMCID: PMC4936740 DOI: 10.1371/journal.pone.0158657] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Accepted: 06/20/2016] [Indexed: 12/30/2022] Open
Abstract
Liver fibrosis results from a sustained wound healing response to chronic liver injury, and the activation of nonparenchymal hepatic stellate cells (HSCs) is the pivotal process. MicroRNA-34a (miR-34a) is the direct target gene of p53 and activates p53 through sirtuin 1 (SIRT1) simultaneously. The miR-34a/SIRT1/p53 signaling pathway thus forms a positive feedback loop wherein p53 induces miR-34a and miR-34a activates p53 by inhibiting SIRT1, playing an important role in cell proliferation and apoptosis. miR-34a expression has been found to be increased in animal models or in human patients with different liver diseases, including liver fibrosis. However, the exact role of this classical miR-34a/SIRT1/p53 signaling pathway in liver fibrosis remains unclear. In the present study, using a CCl4-induced rat liver fibrosis model, we found that the miR-34a/SIRT1/p53 signaling pathway was activated and could be inhibited by SIRT1 activator SRT1720. Further studies showed that the miR-34a/SIRT1/p53 signaling pathway was activated in hepatocytes but not in HSCs. The activation of this pathway in hepatocytes resulted in the apoptosis of hepatocytes and thus activated HSCs. Our data indicate that the miR-34a/SIRT1/p53 signaling pathway might be a promising therapeutic target for liver fibrosis.
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37
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NEDD 4 binding protein 2-like 1 promotes cancer cell invasion in oral squamous cell carcinoma. Virchows Arch 2016; 469:163-72. [DOI: 10.1007/s00428-016-1955-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 04/06/2016] [Accepted: 05/09/2016] [Indexed: 10/21/2022]
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38
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Shang X, Li G, Liu H, Li T, Liu J, Zhao Q, Wang C. Comprehensive Circular RNA Profiling Reveals That hsa_circ_0005075, a New Circular RNA Biomarker, Is Involved in Hepatocellular Crcinoma Development. Medicine (Baltimore) 2016; 95:e3811. [PMID: 27258521 PMCID: PMC4900729 DOI: 10.1097/md.0000000000003811] [Citation(s) in RCA: 265] [Impact Index Per Article: 33.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
There is increasing evidence that circular RNAs (circRNAs) are involved in cancer development; however, their role in hepatocellular carcinoma (HCC) remains unclear. Here, we aimed to determine the circRNA expression profile in HCC, and investigate relevant mechanisms for cancer progression. The global circRNA expression profile between HCC (n = 3) and adjacent normal liver (n = 3) tissue was significantly different. Three circRNAs (hsa_circ_0000520, hsa_circ_0005075, and hsa_circ_0066444) showed significantly different expression levels in HCC tissues, which were further validated in 60 matched tissue samples using real-time qRT-PCR. Only hsa_circ_0005075 exhibited significant difference in expression (P <0.001) between HCC and normal tissues. Hsa_circ_0005075 expression correlated with HCC tumor size (P = 0.042), and showed good diagnostic potential (AUROC = 0.94). Finally, we constructed a network of hsa_circ_0005075-targeted miRNA-gene interactions, including miR-23b-5p, miR-93-3p, miR-581, miR-23a-5p, and their corresponding mRNAs. Gene oncology analysis revealed that hsa_circ_0005075 could participate in cell adhesion during HCC development. In summary, we identified hsa_circ_0005075 as a potential HCC biomarker; however, further studies are required to confirm the role of this circRNA, and others, in HCC development.
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Affiliation(s)
- Xingchen Shang
- From the Department of Breast and Thyroid Surgery (XS); Department of Oncology (GL, CW); Department of Gastroenterology (HL, JL, QZ); and Department of Infectious Diseases (TL), Shandong Provincial Hospital Affiliated to Shandong University, Shandong, China
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39
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Ibrahim R, Yousri NA, Ismail MA, El-Makky NM. Multi-level gene/MiRNA feature selection using deep belief nets and active learning. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2015; 2014:3957-60. [PMID: 25570858 DOI: 10.1109/embc.2014.6944490] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Selecting the most discriminative genes/miRNAs has been raised as an important task in bioinformatics to enhance disease classifiers and to mitigate the dimensionality curse problem. Original feature selection methods choose genes/miRNAs based on their individual features regardless of how they perform together. Considering group features instead of individual ones provides a better view for selecting the most informative genes/miRNAs. Recently, deep learning has proven its ability in representing the data in multiple levels of abstraction, allowing for better discrimination between different classes. However, the idea of using deep learning for feature selection is not widely used in the bioinformatics field yet. In this paper, a novel multi-level feature selection approach named MLFS is proposed for selecting genes/miRNAs based on expression profiles. The approach is based on both deep and active learning. Moreover, an extension to use the technique for miRNAs is presented by considering the biological relation between miRNAs and genes. Experimental results show that the approach was able to outperform classical feature selection methods in hepatocellular carcinoma (HCC) by 9%, lung cancer by 6% and breast cancer by around 10% in F1-measure. Results also show the enhancement in F1-measure of our approach over recently related work in [1] and [2].
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Motawi TK, Shaker OG, El-Maraghy SA, Senousy MA. Serum MicroRNAs as Potential Biomarkers for Early Diagnosis of Hepatitis C Virus-Related Hepatocellular Carcinoma in Egyptian Patients. PLoS One 2015; 10:e0137706. [PMID: 26352740 PMCID: PMC4564244 DOI: 10.1371/journal.pone.0137706] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2015] [Accepted: 08/19/2015] [Indexed: 02/06/2023] Open
Abstract
Circulating microRNAs are deregulated in liver fibrosis and hepatocellular carcinoma (HCC) and are candidate biomarkers. This study investigated the potential of serum microRNAs; miR-19a, miR-296, miR-130a, miR-195, miR-192, miR-34a, and miR-146a as early diagnostic biomarkers for hepatitis C virus (HCV)-related HCC. As how these microRNAs change during liver fibrosis progression is not clear, we explored their serum levels during fibrosis progression in HCV-associated chronic liver disease (CLD) and if they could serve as non-invasive biomarkers for fibrosis progression to HCC. 112 Egyptian HCV-HCC patients, 125 non-malignant HCV-CLD patients, and 42 healthy controls were included. CLD patients were subdivided according to Metavir fibrosis-scoring. Serum microRNAs were measured by qRT-PCR custom array. Serum microRNAs were deregulated in HCC versus controls, and except miR-130a, they were differentially expressed between HCC and CLD or late fibrosis (F3-F4) subgroup. Serum microRNAs were not significantly different between individual fibrosis-stages or between F1-F2 (early/moderate fibrosis) and F3-F4. Only miR-19a was significantly downregulated from liver fibrosis (F1-F3) to cirrhosis (F4) to HCC. Individual microRNAs discriminated HCC from controls, and except miR-130a, they distinguished HCC from CLD or F3-F4 patients by receiver-operating-characteristic analysis. Multivariate logistic analysis revealed a panel of four microRNAs (miR-19a, miR-195, miR-192, and miR-146a) with high diagnostic accuracy for HCC (AUC = 0.946). The microRNA panel also discriminated HCC from controls (AUC = 0.949), CLD (AUC = 0.945), and F3-F4 (AUC = 0.955). Studied microRNAs were positively correlated in HCC group. miR-19a and miR-34a were correlated with portal vein thrombosis and HCC staging scores, respectively. In conclusion, studied microRNAs, but not miR-130a, could serve as potential early biomarkers for HCC in high-risk groups, with miR-19a as a biomarker for liver fibrosis progression to cirrhosis to HCC. We identified a panel of four serum microRNAs with high accuracy in HCC diagnosis. Additional studies are required to confirm this panel and test its prognostic significance.
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Affiliation(s)
- Tarek K. Motawi
- Biochemistry Department, Faculty of Pharmacy, Cairo University, Cairo, Egypt
| | - Olfat G. Shaker
- Medical Biochemistry and Molecular Biology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | | | - Mahmoud A. Senousy
- Biochemistry Department, Faculty of Pharmacy, Cairo University, Cairo, Egypt
- * E-mail:
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Song R, Liu Q, Liu T, Li J. Connecting rules from paired miRNA and mRNA expression data sets of HCV patients to detect both inverse and positive regulatory relationships. BMC Genomics 2015; 16 Suppl 2:S11. [PMID: 25707620 PMCID: PMC4331711 DOI: 10.1186/1471-2164-16-s2-s11] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Intensive research based on the inverse expression relationship has been undertaken to discover the miRNA-mRNA regulatory modules involved in the infection of Hepatitis C virus (HCV), the leading cause of chronic liver diseases. However, biological studies in other fields have found that inverse expression relationship is not the only regulatory relationship between miRNAs and their targets, and some miRNAs can positively regulate a mRNA by binding at the 5' UTR of the mRNA. RESULTS This work focuses on the detection of both inverse and positive regulatory relationships from a paired miRNA and mRNA expression data set of HCV patients through a 'change-to-change' method which can derive connected discriminatory rules. Our study uncovered many novel miRNA-mRNA regulatory modules. In particular, it was revealed that GFRA2 is positively regulated by miR-557, miR-765 and miR-17-3p that probably bind at different locations of the 5' UTR of this mRNA. The expression relationship between GFRA2 and any of these three miRNAs has not been studied before, although separate research for this gene and these miRNAs have all drawn conclusions linked to hepatocellular carcinoma. This suggests that the binding of mRNA GFRA2 with miR-557, miR-765, or miR-17-3p, or their combinations, is worthy of further investigation by experimentation. We also report another mRNA QKI which has a strong inverse expression relationship with miR-129 and miR-493-3p which may bind at the 3' UTR of QKI with a perfect sequence match. Furthermore, the interaction between hsa-miR-129-5p (previous ID: hsa-miR-129) and QKI is supported with CLIP-Seq data from starBase. Our method can be easily extended for the expression data analysis of other diseases. CONCLUSION Our rule discovery method is useful for integrating binding information and expression profile for identifying HCV miRNA-mRNA regulatory modules and can be applied to the study of the expression profiles of other complex human diseases.
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Ma Y, She XG, Ming YZ, Wan QQ, Ye QF. MicroRNA‑144 suppresses tumorigenesis of hepatocellular carcinoma by targeting AKT3. Mol Med Rep 2014; 11:1378-83. [PMID: 25370363 DOI: 10.3892/mmr.2014.2844] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Accepted: 10/03/2014] [Indexed: 11/06/2022] Open
Abstract
Aberrant expression of microRNAs (miRNAs) has been shown to be associated with the progression and metastasis of cancer. Dysregulation of miR‑144 has been observed in numerous types of cancer; however, the exact role of miR‑144 in hepatocellular carcinoma (HCC) remains unclear. The present study observed that miR‑144 was downregulated in HCC tissues and cell lines. Forced overexpression of miR‑144 suppressed proliferation, migration and invasion of HCC cells. AKT3 was identified as a direct target of miR‑144 in HCC, and this was confirmed by a luciferase activity assay and western blot analysis. Overexpression of AKT3 in miR‑144 transfected HCC cells effectively reversed the tumor suppressive effects of miR‑144. Furthermore, AKT3 expression levels were inversely correlated with miR‑144 expression levels in HCC tissues. In conclusion, the results of the present study suggest that miR‑144 may act as a tumor suppressor in HCC by targeting AKT3, and miR‑144 may be a potential therapeutic candidate for HCC.
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Affiliation(s)
- Ying Ma
- Department of Transplant Surgery, The Third Affiliated Hospital, Central South University, Changsha, Hunan 410013, P.R. China
| | - Xing-Guo She
- Department of Transplant Surgery, The Third Affiliated Hospital, Central South University, Changsha, Hunan 410013, P.R. China
| | - Ying-Zi Ming
- Department of Transplant Surgery, The Third Affiliated Hospital, Central South University, Changsha, Hunan 410013, P.R. China
| | - Qi-Quan Wan
- Department of Transplant Surgery, The Third Affiliated Hospital, Central South University, Changsha, Hunan 410013, P.R. China
| | - Qi-Fa Ye
- Department of Transplant Surgery, The Third Affiliated Hospital, Central South University, Changsha, Hunan 410013, P.R. China
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Li X, Chen Y, Wu S, He J, Lou L, Ye W, Wang J. microRNA-34a and microRNA-34c promote the activation of human hepatic stellate cells by targeting peroxisome proliferator-activated receptor γ. Mol Med Rep 2014; 11:1017-24. [PMID: 25370690 DOI: 10.3892/mmr.2014.2846] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2013] [Accepted: 06/17/2014] [Indexed: 12/31/2022] Open
Abstract
Liver fibrosis is the common outcome of almost all cases of chronic liver disease. The hallmark of liver fibrosis is the activation of hepatic stellate cells (HSCs). microRNA‑34a (miR‑34a), which regulates a plethora of target proteins involved in the cell cycle, apoptosis, differentiation and cellular development, is found to be upregulated in both activated HSCs and liver fibrosis, while it is consistently downregulated in numerous cancer types. In the present study, the possible mechanisms underlying the role of miR‑34a and miR‑34c in the activation of the HSCs was investigated. Through bioinformatics analysis and a luciferase reporter assay, five genes were identified to be the target genes of miR‑34a and miR‑34c. Of these, peroxisome proliferator‑activated receptor γ (PPARγ) was selected for further investigation. Mutation luciferase reporter assay confirmed the direct interaction of PPARγ and miR‑34a and miR‑34c. Western blot analysis and quantitative polymerase chain reaction demonstrated that the expression of PPARγ was negatively correlated with the expression of miR‑34a and miR‑34c during the activation of HSCs. In activated human HSCs, inhibitors of miR‑34a and miR‑34c upregulated the expression of PPARγ and downregulated the expression of α‑smooth muscle actin. These data suggested that the miR‑34 family may be involved the process of liver fibrosis by targeting PPARγ.
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Affiliation(s)
- Xiaofei Li
- Department of Infectious Diseases, Yiwu Central Hospital, Yiwu, Zhejiang 322000, P.R. China
| | - Yongxin Chen
- Department of Infectious Diseases, Yiwu Central Hospital, Yiwu, Zhejiang 322000, P.R. China
| | - Shuang Wu
- Department of Infectious Diseases, Yiwu Central Hospital, Yiwu, Zhejiang 322000, P.R. China
| | - Jinke He
- Department of Infectious Diseases, Yiwu Central Hospital, Yiwu, Zhejiang 322000, P.R. China
| | - Lianqing Lou
- Department of Infectious Diseases, Yiwu Central Hospital, Yiwu, Zhejiang 322000, P.R. China
| | - Weiwei Ye
- Department of Infectious Diseases, Yiwu Central Hospital, Yiwu, Zhejiang 322000, P.R. China
| | - Jinhe Wang
- Department of Infectious Diseases, Yiwu Central Hospital, Yiwu, Zhejiang 322000, P.R. China
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Cao T, Li H, Hu Y, Ma D, Cai X. miR-144 suppresses the proliferation and metastasis of hepatocellular carcinoma by targeting E2F3. Tumour Biol 2014; 35:10759-64. [PMID: 25073510 DOI: 10.1007/s13277-014-2017-7] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2014] [Accepted: 04/23/2014] [Indexed: 02/07/2023] Open
Abstract
MicroRNAs (miRNAs) play essential roles in the progression of hepatocellular carcinoma (HCC). miR-144 acts as a tumor suppressor in some malignancies, while its role in HCC is unclear. Here, we found that miR-144 was significantly decreased in HCC tissues and cell lines. Forced overexpression of miR-144 remarkably reduced cell proliferation, increased apoptosis, and suppressed migration and invasion of HCC cells. E2F transcription factor 3 (E2F3) was identified as a target of miR-144 in HCC cells. Moreover, E2F3 overexpression partially attenuated the tumor suppressive effects of miR-144, and the expression of E2F3 was negatively correlated with miR-144 level in HCC tissues. Our data suggest that miR-144 might suppress the growth and motility of HCC cells partially by targeting E2F3.
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Affiliation(s)
- Tingjia Cao
- Department of General Surgery, Wuhan General Hospital of Guangzhou Command, 627 Wuluo Road, Wuhan, 430070, China
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Bao L, Zhao J, Dai X, Wang Y, Ma R, Su Y, Cui H, Niu J, Bai S, Xiao Z, Yuan H, Yang Z, Li C, Cheng R, Ren X. Correlation between miR-23a and onset of hepatocellular carcinoma. Clin Res Hepatol Gastroenterol 2014; 38:318-30. [PMID: 24417970 DOI: 10.1016/j.clinre.2013.12.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2013] [Revised: 10/28/2013] [Accepted: 12/10/2013] [Indexed: 02/04/2023]
Abstract
BACKGROUND AND AIMS To clarify the role of miR-23a in the onset and development of hepatocarcinoma on the cellular, genetic and molecular levels. PATIENTS AND METHODS Seventy-eight patients were included after hepatectomy. Relationships between the clinical pathological factors of tumor and paracancerous tissues were analyzed. Risk factors of overall and recurrence-free survival rates were subject to multi-variable analysis. Tissues were sequenced by digital miRNA expression profiling, and new miRNA was subject to target gene prediction. RESULTS miR-23a expression was correlated with the stage of the TNM Classification of Malignant Tumours most significantly, followed by tumor size (P=0.041 and 0.047). High miR-23a, vascular invasion, tumor size≥7cm, tumor capsule and late pathological stage were the risk factors of overall survival rate, and those of recurrence-free survival rate also included alpha-fetoprotein level≥200μg/L and multiple tumors. Compared with normal hepatic cell line L-02, the miR-23a expression levels in tumor cell lines SMMC-7721 and HepG2 were up-regulated and down-regulated respectively. Transfecting miR-23a inhibitor suppressed cell growth. Apoptotic rates of the control and those transfected with inhibitor-NC and miR-23a inhibitor for 48h were similar. CONCLUSION High miR-23a expression is the independent prognostic factor of overall and recurrence-free survival rates, and miR-23a may be involved in the onset of hepatocarcinoma as an oncogene.
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Affiliation(s)
- Lidao Bao
- Department of Pharmacy, Affiliated Hospital of Inner Mongolia Medical University, 010059 Hohhot, PR China.
| | - Jianfen Zhao
- Department of Health Care for Cadres, Binzhou People's Hospital, 256610 Binzhou, PR China
| | - Xiaoxia Dai
- Department of Respiratory Medicine, Binzhou People's Hospital, 256610 Binzhou, PR China
| | - Yi Wang
- Department of Pharmacy, Affiliated Hospital of Inner Mongolia Medical University, 010059 Hohhot, PR China
| | - Ruilian Ma
- Department of Pharmacy, Affiliated Hospital of Inner Mongolia Medical University, 010059 Hohhot, PR China
| | - Yila Su
- Molecular Biotechnology Center of Inner Mongolia Medical University, 010059 Hohhot, PR China
| | - Hongwei Cui
- Molecular Biotechnology Center of Inner Mongolia Medical University, 010059 Hohhot, PR China
| | - Jianxiang Niu
- Department of Hepatobiliary Surgery, Inner Mongolia Medical University, 010059 Hohhot, PR China
| | - Shiming Bai
- Kitami Institute of Technology, 090-8507 Kitami, Japan
| | - Zhiying Xiao
- College of Chemistry and Chemical Engineering, Inner Mongolia University for Nationalities, 028043 Tongliao, PR China
| | - Hongwei Yuan
- Department of Pathology, Inner Mongolia Medical University, 010059 Hohhot, PR China
| | - Zhou Yang
- Department of Imaging, Affiliated Hospital of Inner Mongolia Medical University, 010059 Hohhot, PR China
| | - Changqing Li
- Department of Geriatrics, Affiliated Hospital of Inner Mongolia Medical University, 010059 Hohhot, PR China
| | - Rui Cheng
- Department of Pharmacy, Affiliated Hospital of Inner Mongolia Medical University, 010059 Hohhot, PR China
| | - Xianhua Ren
- Department of Pharmacy, Affiliated Hospital of Inner Mongolia Medical University, 010059 Hohhot, PR China.
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Cava C, Bertoli G, Ripamonti M, Mauri G, Zoppis I, Rosa PAD, Gilardi MC, Castiglioni I. Integration of mRNA expression profile, copy number alterations, and microRNA expression levels in breast cancer to improve grade definition. PLoS One 2014; 9:e97681. [PMID: 24866763 PMCID: PMC4035288 DOI: 10.1371/journal.pone.0097681] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Accepted: 04/23/2014] [Indexed: 12/20/2022] Open
Abstract
Defining the aggressiveness and growth rate of a malignant cell population is a key step in the clinical approach to treating tumor disease. The correct grading of breast cancer (BC) is a fundamental part in determining the appropriate treatment. Biological variables can make it difficult to elucidate the mechanisms underlying BC development. To identify potential markers that can be used for BC classification, we analyzed mRNAs expression profiles, gene copy numbers, microRNAs expression and their association with tumor grade in BC microarray-derived datasets. From mRNA expression results, we found that grade 2 BC is most likely a mixture of grade 1 and grade 3 that have been misclassified, being described by the gene signature of either grade 1 or grade 3. We assessed the potential of the new approach of integrating mRNA expression profile, copy number alterations, and microRNA expression levels to select a limited number of genomic BC biomarkers. The combination of mRNA profile analysis and copy number data with microRNA expression levels led to the identification of two gene signatures of 42 and 4 altered genes (FOXM1, KPNA4, H2AFV and DDX19A) respectively, the latter obtained through a meta-analytical procedure. The 42-based gene signature identifies 4 classes of up- or down-regulated microRNAs (17 microRNAs) and of their 17 target mRNA, and the 4-based genes signature identified 4 microRNAs (Hsa-miR-320d, Hsa-miR-139-5p, Hsa-miR-567 and Hsa-let-7c). These results are discussed from a biological point of view with respect to pathological features of BC. Our identified mRNAs and microRNAs were validated as prognostic factors of BC disease progression, and could potentially facilitate the implementation of assays for laboratory validation, due to their reduced number.
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Affiliation(s)
- Claudia Cava
- Institute of Molecular Bioimaging and Physiology (IBFM), National Research Council (CNR), Milan, Italy
| | - Gloria Bertoli
- Institute of Molecular Bioimaging and Physiology (IBFM), National Research Council (CNR), Milan, Italy
| | - Marilena Ripamonti
- Institute of Molecular Bioimaging and Physiology (IBFM), National Research Council (CNR), Milan, Italy
| | - Giancarlo Mauri
- Department of Informatics, Systems and Communications, University of Milan–Bicocca, Milan, Italy
| | - Italo Zoppis
- Department of Informatics, Systems and Communications, University of Milan–Bicocca, Milan, Italy
| | | | - Maria Carla Gilardi
- Institute of Molecular Bioimaging and Physiology (IBFM), National Research Council (CNR), Milan, Italy
| | - Isabella Castiglioni
- Institute of Molecular Bioimaging and Physiology (IBFM), National Research Council (CNR), Milan, Italy
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47
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Valencia-Quintana R, Sánchez-Alarcón J, Tenorio-Arvide MG, Deng Y, Montiel-González JMR, Gómez-Arroyo S, Villalobos-Pietrini R, Cortés-Eslava J, Flores-Márquez AR, Arenas-Huertero F. The microRNAs as potential biomarkers for predicting the onset of aflatoxin exposure in human beings: a review. Front Microbiol 2014; 5:102. [PMID: 24672518 PMCID: PMC3957091 DOI: 10.3389/fmicb.2014.00102] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2013] [Accepted: 02/26/2014] [Indexed: 12/21/2022] Open
Abstract
The identification of aflatoxins as human carcinogens has stimulated extensive research efforts, which continue to the present, to assess potential health hazards resulting from contamination of the human food supply and to minimize exposure. The use of biomarkers that are mechanistically supported by toxicological studies will be important tools for identifying stages in the progression of development of the health effects of environmental agents. miRNAs are small non-coding mRNAs that regulate post-transcriptional gene expression. Also, they are molecular markers of cellular responses to various chemical agents. Growing evidence has demonstrated that environmental chemicals can induce changes in miRNA expression. miRNAs are good biomarkers because they are well defined, chemically uniform, restricted to a manageable number of species, and stable in cells and in the circulation. miRNAs have been used as serological markers of HCC and other tumors. The expression patterns of different miRNAs can distinguish among HCC-hepatitis viruses related, HCC cirrhosis-derivate, and HCC unrelated to either of them. The main objective of this review is to find unreported miRNAs in HCC related to other causes, so that they can be used as specific molecular biomarkers in populations exposed to aflatoxins and as early markers of exposure, damage/presence of HCC. Until today specific miRNAs as markers for aflatoxins-exposure and their reliability are currently lacking. Based on their elucidated mechanisms of action, potential miRNAs that could serve as possible markers of HCC by exposure to aflatoxins are miR-27a, miR-27b, miR-122, miR-148, miR-155, miR-192, miR-214, miR-221, miR-429, and miR-500. Future validation for all of these miRNAs will be needed to assess their prognostic significance and confirm their relationship with the induction of HCC due to aflatoxin exposure.
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Affiliation(s)
- Rafael Valencia-Quintana
- Evaluación de Riesgos Ambientales, Facultad de Agrobiología, Universidad Autónoma de Tlaxcala Tlaxcala, México
| | - Juana Sánchez-Alarcón
- Evaluación de Riesgos Ambientales, Facultad de Agrobiología, Universidad Autónoma de Tlaxcala Tlaxcala, México
| | - María G Tenorio-Arvide
- Departamento de Investigación en Ciencias Agrícolas, Benemérita Universidad Autónoma de Puebla Puebla, México
| | - Youjun Deng
- Department of Soil and Crop Sciences, Texas AgriLife, Texas A&M University College Station, TX, USA
| | - José M R Montiel-González
- Evaluación de Riesgos Ambientales, Facultad de Agrobiología, Universidad Autónoma de Tlaxcala Tlaxcala, México
| | - Sandra Gómez-Arroyo
- Departamento de Ciencias Ambientales, Centro de Ciencias de la Atmósfera, Universidad Nacional Autónoma de México Distrito Federal, México
| | - Rafael Villalobos-Pietrini
- Departamento de Ciencias Ambientales, Centro de Ciencias de la Atmósfera, Universidad Nacional Autónoma de México Distrito Federal, México
| | - Josefina Cortés-Eslava
- Departamento de Ciencias Ambientales, Centro de Ciencias de la Atmósfera, Universidad Nacional Autónoma de México Distrito Federal, México
| | - Ana R Flores-Márquez
- Departamento de Ciencias Ambientales, Centro de Ciencias de la Atmósfera, Universidad Nacional Autónoma de México Distrito Federal, México
| | - Francisco Arenas-Huertero
- Laboratorio de Patología Experimental, Hospital Infantil de México Federico Gómez Distrito Federal, México
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Strotbek M, Florin L, Koenitzer J, Tolstrup A, Kaufmann H, Hausser A, Olayioye MA. Stable microRNA expression enhances therapeutic antibody productivity of Chinese hamster ovary cells. Metab Eng 2013; 20:157-66. [DOI: 10.1016/j.ymben.2013.10.005] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2013] [Revised: 09/24/2013] [Accepted: 10/11/2013] [Indexed: 11/25/2022]
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Morello M, Minciacchi VR, de Candia P, Yang J, Posadas E, Kim H, Griffiths D, Bhowmick N, Chung LWK, Gandellini P, Freeman MR, Demichelis F, Di Vizio D. Large oncosomes mediate intercellular transfer of functional microRNA. Cell Cycle 2013; 12:3526-36. [PMID: 24091630 PMCID: PMC3906338 DOI: 10.4161/cc.26539] [Citation(s) in RCA: 165] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Prostate cancer cells release atypically large extracellular vesicles (EVs), termed large oncosomes, which may play a role in the tumor microenvironment by transporting bioactive molecules across tissue spaces and through the blood stream. In this study, we applied a novel method for selective isolation of large oncosomes applicable to human platelet-poor plasma, where the presence of caveolin-1-positive large oncosomes identified patients with metastatic disease. This procedure was also used to validate results of a miRNA array performed on heterogeneous populations of EVs isolated from tumorigenic RWPE-2 prostate cells and from isogenic non-tumorigenic RWPE-1 cells. The results showed that distinct classes of miRNAs are expressed at higher levels in EVs derived from the tumorigenic cells in comparison to their non-tumorigenic counterpart. Large oncosomes enhanced migration of cancer-associated fibroblasts (CAFs), an effect that was increased by miR-1227, a miRNA abundant in large oncosomes produced by RWPE-2 cells. Our findings suggest that large oncosomes in the circulation report metastatic disease in patients with prostate cancer, and that this class of EV harbors functional molecules that may play a role in conditioning the tumor microenvironment.
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Affiliation(s)
- Matteo Morello
- Cancer Biology Program; Samuel Oschin Comprehensive Cancer Institute; Cedars-Sinai Medical Center; Los Angeles, CA USA
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50
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Jazirehi AR, Torres-Collado AX, Nazarian R. Research Highlights: Highlights from the latest articles in epigenomics. Epigenomics 2013. [DOI: 10.2217/epi.13.23] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Affiliation(s)
- Ali R Jazirehi
- Department of Surgery, Division of Surgical Oncology, & Jonsson Comprehensive Cancer Center, David Geffen School of Medicine at University of California at Los Angeles, Los Angeles, CA 90095, USA.
| | - Antoni X Torres-Collado
- Department of Surgery, Division of Surgical Oncology, & Jonsson Comprehensive Cancer Center, David Geffen School of Medicine at University of California at Los Angeles, Los Angeles, CA 90095, USA
| | - Ramin Nazarian
- Department of Surgery, Division of Surgical Oncology, & Jonsson Comprehensive Cancer Center, David Geffen School of Medicine at University of California at Los Angeles, Los Angeles, CA 90095, USA
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