51
|
Chen X, Zhao C, Guo B, Zhao Z, Wang H, Fang Z. Systematic Profiling of Alternative mRNA Splicing Signature for Predicting Glioblastoma Prognosis. Front Oncol 2019; 9:928. [PMID: 31608231 PMCID: PMC6769083 DOI: 10.3389/fonc.2019.00928] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2019] [Accepted: 09/04/2019] [Indexed: 12/13/2022] Open
Abstract
Emerging evidence suggests that alternative splicing (AS) is modified in cancer and is associated with cancer progression. Systematic analysis of AS signature in glioblastoma (GBM) is lacking and is greatly needed. We profiled genome-wide AS events in 498 GBM patients in TCGA using RNA-seq data, and splicing network and prognostic predictor were built by integrated bioinformatics analysis. Among 45,610 AS events in 10,434 genes, we detected 1,829 AS events in 1,311 genes, and 1,667 AS events in 1,146 genes that were significantly associated with overall survival and disease-free survival of GBM patients, respectively. Five potential feature genes, S100A4, ECE2, CAST, ASPH, and LY6K, were discovered after network mining as well as correlation analysis between AS and gene expression, most of which were related to carcinogenesis and development. Multivariate survival model analysis indicated that these five feature genes could classify the prognosis at AS event and gene expression level. This report opens up a new avenue for exploration of the pathogenesis of GBM through AS, thus more precisely guiding clinical treatment and prognosis judgment.
Collapse
Affiliation(s)
- Xueran Chen
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.,Department of Molecular Pathology, Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
| | - Chenggang Zhao
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.,University of Science and Technology of China, Hefei, China
| | - Bing Guo
- Department of Molecular Pathology, Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
| | - Zhiyang Zhao
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.,University of Science and Technology of China, Hefei, China
| | - Hongzhi Wang
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.,Department of Molecular Pathology, Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
| | - Zhiyou Fang
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.,Department of Molecular Pathology, Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
| |
Collapse
|
52
|
Chen X, Zhao C, Zhao Z, Wang H, Fang Z. Specific Glioma Prognostic Subtype Distinctions Based on DNA Methylation Patterns. Front Genet 2019; 10:786. [PMID: 31572431 PMCID: PMC6751377 DOI: 10.3389/fgene.2019.00786] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Accepted: 07/24/2019] [Indexed: 12/12/2022] Open
Abstract
DNA methylation is an important regulator of gene expression and may provide an important basis for effective glioma diagnosis and therapy. Here, we explored specific prognosis subtypes based on DNA methylation status using 653 gliomas from The Cancer Genome Atlas (TCGA) database. Five subgroups were distinguished by consensus clustering using 11,637 cytosines preceding a guanosine (CpGs) that significantly influenced survival. The specific DNA methylation patterns were correlated with age, tumor stage, and prognosis. Additionally, weighted gene co-expression network analysis (WGCNA) analysis of CpG sites revealed that 11 of them could distinguish the samples into high- and low-methylation groups and could classify the prognostic information of samples after cluster analysis of the training set samples using the hierarchical clustering algorithm. Similar results were obtained from the test set and 12 glioma patients. Moreover, in vitro experiments revealed an inverse relationship between methylation level and migration ability or insensitivity to temozolomide (or radiotherapy) of glioma cells based on the final prognostic predictor. Thus, these results suggested that the model constructed in this study could provide guidance for clinicians regarding the prognosis of various epigenetic subtypes.
Collapse
Affiliation(s)
- Xueran Chen
- Anhui Province Key Laboratory of Medical Physics and Technology; Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.,Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
| | - Chenggang Zhao
- Anhui Province Key Laboratory of Medical Physics and Technology; Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.,University of Science and Technology of China, Hefei, China
| | - Zhiyang Zhao
- Anhui Province Key Laboratory of Medical Physics and Technology; Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.,University of Science and Technology of China, Hefei, China
| | - Hongzhi Wang
- Anhui Province Key Laboratory of Medical Physics and Technology; Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.,Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
| | - Zhiyou Fang
- Anhui Province Key Laboratory of Medical Physics and Technology; Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China.,Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
| |
Collapse
|
53
|
Chen H, Li Q, Liang J, Jin M, Lu A. LncRNA CPS1-IT1 serves as anti-oncogenic role in glioma. Biomed Pharmacother 2019; 118:109277. [PMID: 31545272 DOI: 10.1016/j.biopha.2019.109277] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Revised: 07/24/2019] [Accepted: 07/25/2019] [Indexed: 01/16/2023] Open
Abstract
Carbamoyl-phosphate synthetase 1 intronic transcript 1 (CPS1-IT1) is identified recently as a novel tumor suppressive long non-coding RNA (lncRNA). However, the expression status and clinical significance of CPS1-IT1 expression remained unknown in glioma. In our study, we observed CPS1-IT1 levels were decreased in glioma tissues and cells compared with paired normal brain tissues and human astrocyte cell line, respectively. Moreover, we analyzed the associations of CPS1-IT1 expression with clinicopathological characteristics, and found low CPS1-IT1 expression was correlated with high World Health Organisation (WHO) grade and large tumor size in glioma patients. Survival analysis showed glioma patients in low CPS1-IT1 expression group had shorter overall survival than those in high CPS1-IT1 expression group, and low CPS1-IT1 expression was an independent prognostic factor for overall survival in glioma patients. The in vitro studies suggested up-regulation of CPS1-IT1 expression resulted in the decrease of proliferation, migration and invasion abilities of glioma cells. In conclusion, CPS1-IT1 plays an anti-oncogenic role in glioma.
Collapse
Affiliation(s)
- Hengsan Chen
- Department of Neurosurgery, Gansu Provincial Hospital, Lanzhou, Gansu 730000, China.
| | - Qiang Li
- Department of Neurosurgery, Second Affiliated Hospital of Lanzhou University, Lanzhou, Gansu 730030, China
| | - Jin Liang
- Department of Neurosurgery, Gansu Provincial Hospital, Lanzhou, Gansu 730000, China
| | - Ming Jin
- Department of Neurosurgery, Gansu Provincial Hospital, Lanzhou, Gansu 730000, China
| | - Anqing Lu
- Department of Neurosurgery, Gansu Provincial Hospital, Lanzhou, Gansu 730000, China.
| |
Collapse
|
54
|
Liu Y, Ma C, Qin X, Yu H, Shen L, Jin H. Circular RNA circ_001350 regulates glioma cell proliferation, apoptosis, and metastatic properties by acting as a miRNA sponge. J Cell Biochem 2019; 120:15280-15287. [PMID: 31020693 DOI: 10.1002/jcb.28795] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Revised: 01/15/2019] [Accepted: 01/25/2019] [Indexed: 12/14/2022]
Abstract
Glioma is an aggressive malignancy with increasing incidence and threatens people's health worldwide. Accumulating evidence revealed that circular RNAs (circRNAs) play important functions in cancers. A previous study demonstrated that circ_001350 was elevated in glioma tissue samples than nontumorous tissue specimens screened by high-throughput microarray. The level of circ_001350 in glioma tissue specimens and cell lines was detected by quantitative real-time polymerase chain reaction. The Fisher exact test was carried out to estimate the correlation of circ_001350 level with clinical characteristics. Cell proliferation, apoptosis, and motility abilities were detected using cell counting kit-8, clonogenic, flow cytometry, and transwell experiments, respectively. The potential target of circ_001350 was identified by the luciferase assay. circ_001350 level was significantly enhanced in glioma tissue specimens and cells. Further, elevated expression of circ_001350 was closely linked to patients' clinical severity. Knockdown of circ_001350 could inhibit cell proliferation and metastatic properties and increase apoptotic cells. circ_001350 could directly bind to miR-1236 and regulate its expression to exert oncogenic functions. Collectively, circ_001350 directly sponges miR-1236, thus contributing to malignant progression of glioma.
Collapse
Affiliation(s)
- Yang Liu
- Department of Neurosurgery, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, China
| | - Chunjie Ma
- Department of Gastroenterology, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, China
| | - Xiangying Qin
- Department of Neurosurgery, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, China
| | - Haiming Yu
- Department of Medical Service, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, China
| | - Lei Shen
- Department of Anatomy, College of Basic Medicine, Qiqihar Medical University, Qiqihar, China
| | - Haifeng Jin
- Department of Anatomy, College of Basic Medicine, Qiqihar Medical University, Qiqihar, China
| |
Collapse
|
55
|
Low LINC00599 expression is a poor prognostic factor in glioma. Biosci Rep 2019; 39:BSR20190232. [PMID: 30867254 PMCID: PMC6443953 DOI: 10.1042/bsr20190232] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Revised: 02/26/2019] [Accepted: 03/10/2019] [Indexed: 12/24/2022] Open
Abstract
LINC00599 has been suggested to be involved in physiological and pathological processes including carcinogenesis. However, the clinical and prognostic significance of LINC00599 in glioma patients and the effect of LINC00599 on glioma cell migration and invasion remain unknown. In our results, we first observe the expression of LINC00599 in 31 types of human cancers including tumor tissues and corresponding normal tissues at The Cancer Genome Atlas (TCGA) database, and found that LINC00599 expression levels were only reduced in lower grade glioma (LGG) tissues and glioblastoma multiforme (GBM) tissues compared with normal brain tissues. Moreover, we confirmed levels of LINC00599 expression were decreased in glioma tissues and cell lines compared with matched adjacent normal tissues and normal human astrocytes (NHAs), respectively. Meanwhile, we found that glioma tissues with WHO III-IV grade exhibited lower levels of LINC00599 expression than glioma tissues with I-II grade. The survival analysis at TCGA data showed low LINC00599 expression was associated with poor disease-free survival and overall survival in glioma patients. In vitro study suggested up-regulation of LINC00599 depressed glioma cell migration and invasion through regulating epithelial–mesenchymal transition (EMT) process. In conclusion, LINC00599 acts as a tumor-suppressing long non-coding RNA (lncRNA) in glioma.
Collapse
|
56
|
A New Patient-Derived Metastatic Glioblastoma Cell Line: Characterisation and Response to Sodium Selenite Anticancer Agent. Cancers (Basel) 2018; 11:cancers11010012. [PMID: 30583471 PMCID: PMC6356827 DOI: 10.3390/cancers11010012] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 12/07/2018] [Accepted: 12/14/2018] [Indexed: 12/12/2022] Open
Abstract
Glioblastoma multiform (GBM) tumors are very heterogeneous, organized in a hierarchical pattern, including cancer stem cells (CSC), and are responsible for development, maintenance, and cancer relapse. Therefore, it is relevant to establish new GBM cell lines with CSC characteristics to develop new treatments. A new human GBM cell line, named R2J, was established from the cerebro-spinal fluid (CSF) of a patient affected by GBM with leptomeningeal metastasis. R2J cells exhibits an abnormal karyotype and form self-renewable spheres in a serum-free medium. Original tumor, R2J, cultured in monolayer (2D) and in spheres showed a persistence expression of CD44, CD56 (except in monolayer), EGFR, Ki67, Nestin, and vimentin. The R2J cell line is tumorigenic and possesses CSC properties. We tested in vitro the anticancer effects of sodium selenite (SS) compared to temozolomide TMZ. SS was absorbed by R2J cells, was cytotoxic, induced an oxidative stress, and arrested cell growth in G2M before inducing both necrosis and apoptosis via caspase-3. SS also modified dimethyl-histone-3-lysine-9 (H3K9m2) levels and decreased histone deacetylase (HDAC) activity, suggesting anti-invasiveness potential. This study highlights the value of this new GBM cell line for preclinical modeling of clinically relevant, patient specific GBM and opens a therapeutic window to test SS to target resistant and recurrent GBM.
Collapse
|