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Zhu J, Tang J, Wu Y, Qiu X, Jin X, Zhang R. RNF149 confers cisplatin resistance in esophageal squamous cell carcinoma via destabilization of PHLPP2 and activating PI3K/AKT signalling. Med Oncol 2023; 40:290. [PMID: 37658961 DOI: 10.1007/s12032-023-02137-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 07/23/2023] [Indexed: 09/05/2023]
Abstract
Chemo-resistance has been identified as a crucial factor contributing to tumor recurrence and a leading cause of worse prognosis in patients with ESCC. Therefore, unravel the critical regulators and effective strategies to overcome drug resistance will have a significant clinical impact on the disease. In our study we found that RNF149 was upregulated in ESCC and high RNF149 expression was associated with poor prognosis with ESCC patients. Functionally, we have demonstrated that overexpression of RNF149 confers CDDP resistance to ESCC; however, inhibition of RNF149 reversed this phenomenon both in vitro and in vivo. Mechanistically, we demonstrated that RNF149 interacts with PH domain and leucine rich repeat protein phosphatase 2 (PHLPP2) and induces E3 ligase-dependent protein degradation of PHLPP2, substantially activating the PI3K/AKT signalling pathway in ESCC. Additionally, we found that inhibition of PI3K/AKT signalling pathway by AKT siRNA or small molecule inhibitor significantly suppressed RNF149-induced CDDP resistance. Importantly, RNF149 locus was also found to be amplified not only in ESCC but also in various human cancer types. Our data suggest that RNF149 might function as an oncogenic gene. Targeting the RNF149/PHLPP2/PI3K/Akt axis may be a promising prognostic factor and valuable therapeutic target for malignant tumours.
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Affiliation(s)
- Jinrong Zhu
- School of Life Sciences and Biopharmaceutics, Guangdong Pharmaceutical University, Guangzhou, 510006, China.
| | - Jiuren Tang
- School of Life Sciences and Biopharmaceutics, Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Yongqi Wu
- School of Life Sciences and Biopharmaceutics, Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Xiangyu Qiu
- School of Life Sciences and Biopharmaceutics, Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Xin Jin
- School of Life Sciences and Biopharmaceutics, Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Rongxin Zhang
- School of Life Sciences and Biopharmaceutics, Guangdong Pharmaceutical University, Guangzhou, 510006, China.
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2
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Ueno M, Chiba Y, Murakami R, Miyai Y, Matsumoto K, Wakamatsu K, Takebayashi G, Uemura N, Yanase K. Distribution of Monocarboxylate Transporters in Brain and Choroid Plexus Epithelium. Pharmaceutics 2023; 15:2062. [PMID: 37631275 PMCID: PMC10458808 DOI: 10.3390/pharmaceutics15082062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 07/26/2023] [Accepted: 07/28/2023] [Indexed: 08/27/2023] Open
Abstract
The choroid plexus (CP) plays central roles in regulating the microenvironment of the central nervous system by secreting the majority of cerebrospinal fluid (CSF) and controlling its composition. A monolayer of epithelial cells of CP plays a significant role in forming the blood-CSF barrier to restrict the movement of substances between the blood and ventricles. CP epithelial cells are equipped with transporters for glucose and lactate that are used as energy sources. There are many review papers on glucose transporters in CP epithelial cells. On the other hand, distribution of monocarboxylate transporters (MCTs) in CP epithelial cells has received less attention compared with glucose transporters. Some MCTs are known to transport lactate, pyruvate, and ketone bodies, whereas others transport thyroid hormones. Since CP epithelial cells have significant carrier functions as well as the barrier function, a decline in the expression and function of these transporters leads to a poor supply of thyroid hormones as well as lactate and can contribute to the process of age-associated brain impairment and pathophysiology of neurodegenerative diseases. In this review paper, recent findings regarding the distribution and significance of MCTs in the brain, especially in CP epithelial cells, are summarized.
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Affiliation(s)
- Masaki Ueno
- Department of Pathology and Host Defense, Faculty of Medicine, Kagawa University, Takamatsu 761-0793, Kagawa, Japan; (Y.C.); (R.M.); (Y.M.); (K.M.); (K.W.)
| | - Yoichi Chiba
- Department of Pathology and Host Defense, Faculty of Medicine, Kagawa University, Takamatsu 761-0793, Kagawa, Japan; (Y.C.); (R.M.); (Y.M.); (K.M.); (K.W.)
| | - Ryuta Murakami
- Department of Pathology and Host Defense, Faculty of Medicine, Kagawa University, Takamatsu 761-0793, Kagawa, Japan; (Y.C.); (R.M.); (Y.M.); (K.M.); (K.W.)
| | - Yumi Miyai
- Department of Pathology and Host Defense, Faculty of Medicine, Kagawa University, Takamatsu 761-0793, Kagawa, Japan; (Y.C.); (R.M.); (Y.M.); (K.M.); (K.W.)
| | - Koichi Matsumoto
- Department of Pathology and Host Defense, Faculty of Medicine, Kagawa University, Takamatsu 761-0793, Kagawa, Japan; (Y.C.); (R.M.); (Y.M.); (K.M.); (K.W.)
| | - Keiji Wakamatsu
- Department of Pathology and Host Defense, Faculty of Medicine, Kagawa University, Takamatsu 761-0793, Kagawa, Japan; (Y.C.); (R.M.); (Y.M.); (K.M.); (K.W.)
| | - Genta Takebayashi
- Department of Anesthesiology, Faculty of Medicine, Kagawa University, Takamatsu 761-0793, Kagawa, Japan; (G.T.); (N.U.); (K.Y.)
| | - Naoya Uemura
- Department of Anesthesiology, Faculty of Medicine, Kagawa University, Takamatsu 761-0793, Kagawa, Japan; (G.T.); (N.U.); (K.Y.)
| | - Ken Yanase
- Department of Anesthesiology, Faculty of Medicine, Kagawa University, Takamatsu 761-0793, Kagawa, Japan; (G.T.); (N.U.); (K.Y.)
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3
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Xiong X, Han L, Fan M, Zhang L, Liu L, Guo C, Wu Q, Wang X, Sun R, Ni L, Huang C, Yang J. Early maternal deprivation impairs learning and memory and alters hippocampal gene expression in adult male rats. Neurobiol Learn Mem 2021; 183:107479. [PMID: 34119613 DOI: 10.1016/j.nlm.2021.107479] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 03/31/2021] [Accepted: 06/08/2021] [Indexed: 10/21/2022]
Abstract
Maternal deprivation (MD) in early life severely disrupts hippocampal development, leading to persistent cognitive and behavior deficits. The current study uncovered that early MD (P1-P21) impaired spatial learning and memory capacity detected by Morris water maze (MWM) tests from juvenile (P31) to adult (P81) rats compared to age-matched controls. And the protein expression in hippocampus were detected by two-dimensional gel electrophoresis (2-DE) before MWM, respectively. Protein changes in hippocampal were examined to identify the molecular pathways underlying MD-induced hippocampal dysfunction. There were 11 differentially expressed proteins analyzed between adult MD and control male rats, while the 8 proteins were then identified by UPLC-ESI-Q-TOF-MS. Gene Ontology (GO) annotations of the identified proteins were related to neuronal and glial cytoskeletal dynamics, membrane signaling, stress responses, biosynthesis, and metabolism. The different expression proteins spectrin alpha chain, non-erythrocytic 1 (Sptan1), ATP-citrate synthase (Acly), and heat shock protein 90-alpha (Hsp90aa1) have been verified by western blot analysis, and their expression levels showed consistent with 2-DE analysis. In addition, glial fibrillary acidic protein (GFAP) was also found reduced in adult hippocampus of MD rats. This study identifies candidate proteins encompassing a range of functional categories that may contribute to persistent learning and memory deficits due to early life MD.
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Affiliation(s)
- Xiaofan Xiong
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China; National Local Joint Engineering Research Center of Biodiagnostics and Biotherapy, The Second Affiliated Hospital of Xian Jiaotong University, Xi'an 710061, PR China
| | - Lin Han
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China; Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education of China, Xi'an Jiaotong University, Xi'an 710061, PR China
| | - Meiyang Fan
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China
| | - Lingyu Zhang
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China
| | - Liying Liu
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China; Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education of China, Xi'an Jiaotong University, Xi'an 710061, PR China
| | - Chen Guo
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China
| | - Qiuhua Wu
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China
| | - Xiaofei Wang
- Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education of China, Xi'an Jiaotong University, Xi'an 710061, PR China
| | - Ruifang Sun
- Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education of China, Xi'an Jiaotong University, Xi'an 710061, PR China; Department of Pathology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China
| | - Lei Ni
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China
| | - Chen Huang
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China; Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education of China, Xi'an Jiaotong University, Xi'an 710061, PR China.
| | - Juan Yang
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710061, PR China; Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education of China, Xi'an Jiaotong University, Xi'an 710061, PR China.
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4
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Santangelo A, Rossato M, Lombardi G, Benfatto S, Lavezzari D, De Salvo GL, Indraccolo S, Dechecchi MC, Prandini P, Gambari R, Scapoli C, Di Gennaro G, Caccese M, Eoli M, Rudà R, Brandes AA, Ibrahim T, Rizzato S, Lolli I, Lippi G, Delledonne M, Zagonel V, Cabrini G. A molecular signature associated with prolonged survival in glioblastoma patients treated with regorafenib. Neuro Oncol 2021; 23:264-276. [PMID: 32661549 DOI: 10.1093/neuonc/noaa156] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Patients with glioblastoma (GBM) have a dramatically poor prognosis. The recent REGOMA trial suggested an overall survival (OS) benefit of regorafenib in recurrent GBM patients. Considering the extreme genetic heterogeneity of GBMs, we aimed to identify molecular biomarkers predictive of differential response to the drug. METHODS Total RNA was extracted from tumor samples of patients enrolled in the REGOMA trial. Genome-wide transcriptome and micro (mi)RNA profiles were associated with patients' OS and progression-free survival. RESULTS In the first step, a set of 11 gene transcripts (HIF1A, CTSK, SLC2A1, KLHL12, CDKN1A, CA12, WDR1, CD53, CBR4, NIFK-AS1, RAB30-DT) and 10 miRNAs (miR-93-5p, miR-203a-3p, miR-17-5p, let-7c-3p, miR-101-3p, miR-3607-3p, miR-6516-3p, miR-301a-3p, miR-23b-3p, miR-222-3p) was filtered by comparing survival between regorafenib and lomustine arms. In the second step, a mini-signature of 2 gene transcripts (HIF1A, CDKN1A) and 3 miRNAs (miR-3607-3p, miR-301a-3p, miR-93-5p) identified a subgroup of patients showing prolonged survival after regorafenib administration (median OS range, 10.6-20.8 mo). CONCLUSIONS The study provides evidence that a signature based on the expression of 5 biomarkers could help identify a subgroup of GBM patients exhibiting a striking survival advantage when treated with regorafenib. Although the presented results must be confirmed in larger replication cohorts, the study highlights potential biomarker options to help guide the clinical decision among regorafenib and other treatments in patients with relapsing GBM.
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Affiliation(s)
- Alessandra Santangelo
- Department of Neurosciences, Biomedicine, and Movement, University of Verona, Verona, Italy
| | - Marzia Rossato
- Department of Biotechnology, University of Verona, Verona, Italy
| | - Giuseppe Lombardi
- Department of Oncology, Veneto Institute of Oncology (IOV), Scientific Institute for Research, Hospitalization, and Health Care (IRCCS), Padova, Italy
| | | | - Denise Lavezzari
- Department of Biotechnology, University of Verona, Verona, Italy
| | | | | | | | - Paola Prandini
- Department of Neurosciences, Biomedicine, and Movement, University of Verona, Verona, Italy
| | - Roberto Gambari
- Department of Life Sciences and Biotechnologies, University of Ferrara, Ferrara, Italy
| | - Chiara Scapoli
- Department of Life Sciences and Biotechnologies, University of Ferrara, Ferrara, Italy
| | | | - Mario Caccese
- Department of Oncology, Veneto Institute of Oncology (IOV), Scientific Institute for Research, Hospitalization, and Health Care (IRCCS), Padova, Italy
| | - Marica Eoli
- Molecular Neuro-Oncology Unit, Carlo Besta Neurological Institute Foundation, Milan, Italy
| | - Roberta Rudà
- Department of Neuro-Oncology, University of Turin and City of Health and Science Hospital, Turin, Italy
| | - Alba Ariela Brandes
- Medical Oncology Department, Local Health Unit, IRCCS Institute of Neurological Sciences, Bologna, Italy
| | - Toni Ibrahim
- Osteo-oncology and Rare Tumors Center, Romagna Scientific Institute for the Study and Treatment of Cancer, IRCCS, Meldola, Italy
| | - Simona Rizzato
- Department of Oncology, Friuli-Venezia Giulia University Hospital, Udine, Italy
| | - Ivan Lolli
- Medical Oncology Unit, IRCCS Saverio de Bellis Hospital, Castellana Grotte, Bari, Italy
| | - Giuseppe Lippi
- Department of Neurosciences, Biomedicine, and Movement, University of Verona, Verona, Italy
| | | | - Vittorina Zagonel
- Department of Oncology, Veneto Institute of Oncology (IOV), Scientific Institute for Research, Hospitalization, and Health Care (IRCCS), Padova, Italy
| | - Giulio Cabrini
- Department of Neurosciences, Biomedicine, and Movement, University of Verona, Verona, Italy.,Department of Life Sciences and Biotechnologies, University of Ferrara, Ferrara, Italy
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5
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Li G, Chen TW, Nickel AC, Muhammad S, Steiger HJ, Tzaridis T, Hänggi D, Zeidler R, Zhang W, Kahlert UD. Carbonic Anhydrase XII is a Clinically Significant, Molecular Tumor-Subtype Specific Therapeutic Target in Glioma with the Potential to Combat Invasion of Brain Tumor Cells. Onco Targets Ther 2021; 14:1707-1718. [PMID: 33692626 PMCID: PMC7939492 DOI: 10.2147/ott.s300623] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 02/05/2021] [Indexed: 12/15/2022] Open
Abstract
Background The metabolic enzyme carbonic anhydrase 12 (CA12/CAXII) emerges as a promising cancer therapeutic target with drug development projects underway. Previous reports proposed the relevance of CA12 in the context of glioma but are limited in patient data quantity, ignore ethnic diversity of patients or rely on semi-quantitative, thereby out of date, methodology. Moreover, little is known on the association of CA12 to brain tumor stemness or on the effect of anti-CAXII-directed monotherapies on glioma stem cells (GSCs), in particular their response regarding mesenchymal differentiation status. Methods We performed in silico analysis on three independent, large-scale patient datasets interrogating state of the art molecular diagnostics alongside clinical outcomes. We analyzed CAXII abundance on a collection of GSCs and functionally tested their response to exposure to CAXII blocking antibody 6A10. Results CA12 is highly expressed in glial tumors compared with normal tissue and predicts for poor clinical course of tumor patients. CA12 expression in glioblastoma significantly correlates with clinically established, molecular markers of IDH1WT DNA, WHO grade IV or absence of 1p/19q chromosome arm co-deletion. Furthermore, tumors with elevated CA12 cluster into the mesenchymal transcription subclass of the disease. CAXII abundance in different GSCs ranges from almost absent to high levels and does not correlate to stem cell marker CD133/AC133 cell surface expression. Moreover, aiming to pharmacologically block CAXII in our cells with antibody 6A10 caused significant functional response only in one of the tested GSCs models, featuring suppression of cell invasion accompanied by reduction of ZEB1 protein and other stem cell markers. Conclusion CA12 represents a clinically relevant and molecular brain tumor-subtype specific therapeutic target. Our correlative data from experimental and clinical samples does not support CA12/CAXII to be GSC specific. 6A10 possesses promising potential to impede the invasive capacity of glioma cells and supports the emerging concept that CAXII interacts with cancer EMT programs. However, further mechanistic studies are required to comprehensively assess the therapeutic potential of 6A10 and to identify different resistance mechanisms of GSCs.
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Affiliation(s)
- Guanzhang Li
- Department of Molecular Neuropathology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, People's Republic of China
| | - Ting-Wei Chen
- Clinic for Neurosurgery, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Ann-Christin Nickel
- Clinic for Neurosurgery, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Sajjad Muhammad
- Clinic for Neurosurgery, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Hans-Jakob Steiger
- Clinic for Neurosurgery, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Theophilos Tzaridis
- Division of Clinical Neurooncology, Department of Neurology and Institute of Clinical Chemistry and Clinical Pharmacology, University of Bonn, Bonn, 53127, Germany.,Tumor Initiation & Maintenance Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, 92037, USA
| | - Daniel Hänggi
- Clinic for Neurosurgery, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Reinhard Zeidler
- Department for Otorhinolaryngology, Klinikum der Universität München (LMU), Munich, Germany
| | - Wei Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.,China National Clinical Research Center for Neurological Diseases, Beijing, People's Republic of China.,Chinese Glioma Genome Atlas Network (CGGA) and Asian Glioma Genome Atlas Network (AGGA), Beijing, People's Republic of China
| | - Ulf Dietrich Kahlert
- Department of Molecular Neuropathology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, People's Republic of China.,Clinic for Neurosurgery, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
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6
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Yang P, Li L, Zhang W, Liu B, Li L, Huang H, Liu K, Liu H, Huang H, Li F, Zou S. A Novel RNF139 Mutation in Hemangioblastomas: Case Report. Front Neurol 2019; 10:359. [PMID: 31031691 PMCID: PMC6473395 DOI: 10.3389/fneur.2019.00359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2018] [Accepted: 03/25/2019] [Indexed: 11/15/2022] Open
Abstract
Hemangioblastomas (HBs) are classified as grade I tumors with uncertain origin according to the World Health Organization's classification system. HBs are characterized by rich mesenchymal cells and abundant capillaries. It has been shown that tumorigenesis of HBs depends on mutational inactivation of Von Hippel-Lindau (VHL) tumor suppressor gene. Therefore, the majority of patients will undergo VHL single gene test, and sequencing scheme is rarely used in clinic. In this study, we described a girl and her father successively found to have HBs within half a year. The results of next-generation sequencing (NGS) and Sanger sequencing analysis showed that both of them carried heterozygous mutation of RNF139 p.Q650R. This mutation was interpreted as Pathogenic variation based on the American College of Medical Genetics and Genomics (ACMG) guideline. Sanger sequencing was performed with other family members. No mutation on rs118184842 locus of RNF139 gene was found in the samples from the girl's mother, uncle and aunt. This report supports that the novel mutation of RNF139 p.Q650R probably serve as a key role in HBs progression.
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Affiliation(s)
- Ping Yang
- Department of Neurosurgery, Hunan Brain Hospital, Clinical Medical School, Hunan University of Chinese Medicine, Changsha, China
| | - Liang Li
- Provincial Key Laboratory of TCM Diagnostics, Hunan University of Chinese Medicine, Changsha, China
| | - Wei Zhang
- The Discipline of Chinese and Western Integrative Medicine, Hunan University of Chinese Medicine, Changsha, China
| | - Bo Liu
- Department of Neurosurgery, Hunan Brain Hospital, Clinical Medical School, Hunan University of Chinese Medicine, Changsha, China
| | - Ling Li
- Department of Neurosurgery, Hunan Brain Hospital, Clinical Medical School, Hunan University of Chinese Medicine, Changsha, China
| | - Hongxing Huang
- Department of Neurosurgery, Hunan Brain Hospital, Clinical Medical School, Hunan University of Chinese Medicine, Changsha, China
| | - Kun Liu
- Department of Neurosurgery, Hunan Brain Hospital, Clinical Medical School, Hunan University of Chinese Medicine, Changsha, China
| | - Hua Liu
- Department of Neurosurgery, Hunan Brain Hospital, Clinical Medical School, Hunan University of Chinese Medicine, Changsha, China
| | - Huiyong Huang
- Provincial Key Laboratory of TCM Diagnostics, Hunan University of Chinese Medicine, Changsha, China
| | - Feng Li
- Provincial Key Laboratory of TCM Diagnostics, Hunan University of Chinese Medicine, Changsha, China.,School of Dentistry, University of California, Los Angeles, Los Angeles, CA, United States
| | - Shucheng Zou
- Department of Neurosurgery, Hunan Brain Hospital, Clinical Medical School, Hunan University of Chinese Medicine, Changsha, China
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7
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A RNA sequencing-based six-gene signature for survival prediction in patients with glioblastoma. Sci Rep 2019; 9:2615. [PMID: 30796273 PMCID: PMC6385312 DOI: 10.1038/s41598-019-39273-4] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 01/22/2019] [Indexed: 12/18/2022] Open
Abstract
Glioblastoma (GBM) is an aggressive tumor of the central nervous system that has poor prognosis despite extensive therapy. Therefore, it is essential to identify a gene expression-based signature for predicting GBM prognosis. The RNA sequencing data of GBM patients from the Chinese Glioma Genome Atlas (CGGA) and The Cancer Genome Atlas (TCGA) databases were employed in our study. The univariate and multivariate regression models were utilized to assess the relative contribution of each gene to survival prediction in both cohorts, and the common genes in two cohorts were identified as a final prognostic model. A prognostic risk score was calculated based on the prognostic gene signature. This prognostic signature stratified the patients into the low- and high-risk groups. Multivariate regression and stratification analyses were implemented to determine whether the gene signature was an independent prognostic factor. We identified a 6-gene signature through univariate and multivariate regression models. This prognostic signature stratified the patients into the low- and high-risk groups, implying improved and poor outcomes respectively. Multivariate regression and stratification analyses demonstrated that the predictive value of the 6-gene signature was independent of other clinical factors. This study highlights the significant implications of having a gene signature as a prognostic predictor in GBM, and its potential application in personalized therapy.
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8
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Fiscon G, Conte F, Licursi V, Nasi S, Paci P. Computational identification of specific genes for glioblastoma stem-like cells identity. Sci Rep 2018; 8:7769. [PMID: 29773872 PMCID: PMC5958093 DOI: 10.1038/s41598-018-26081-5] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 04/25/2018] [Indexed: 12/15/2022] Open
Abstract
Glioblastoma, the most malignant brain cancer, contains self-renewing, stem-like cells that sustain tumor growth and therapeutic resistance. Identifying genes promoting stem-like cell differentiation might unveil targets for novel treatments. To detect them, here we apply SWIM - a software able to unveil genes (named switch genes) involved in drastic changes of cell phenotype - to public datasets of gene expression profiles from human glioblastoma cells. By analyzing matched pairs of stem-like and differentiated glioblastoma cells, SWIM identified 336 switch genes, potentially involved in the transition from stem-like to differentiated state. A subset of them was significantly related to focal adhesion and extracellular matrix and strongly down-regulated in stem-like cells, suggesting that they may promote differentiation and restrain tumor growth. Their expression in differentiated cells strongly correlated with the down-regulation of transcription factors like OLIG2, POU3F2, SALL2, SOX2, capable of reprogramming differentiated glioblastoma cells into stem-like cells. These findings were corroborated by the analysis of expression profiles from glioblastoma stem-like cell lines, the corresponding primary tumors, and conventional glioma cell lines. Switch genes represent a distinguishing feature of stem-like cells and we are persuaded that they may reveal novel potential therapeutic targets worthy of further investigation.
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Affiliation(s)
- Giulia Fiscon
- Institute for Systems Analysis and Computer Science "Antonio Ruberti", National Research Council, Rome, Italy
- SysBio Centre of Systems Biology, Rome, Italy
| | - Federica Conte
- Institute for Systems Analysis and Computer Science "Antonio Ruberti", National Research Council, Rome, Italy
- SysBio Centre of Systems Biology, Rome, Italy
| | - Valerio Licursi
- Institute for Systems Analysis and Computer Science "Antonio Ruberti", National Research Council, Rome, Italy
| | - Sergio Nasi
- Department of Biology and Biotecnology - Charles Darwin, "Sapienza" University of Rome, Rome, Italy
- Institute of Molecular Biology and Pathology (IBPM), National Research Council (CNR), Rome, Italy
| | - Paola Paci
- Institute for Systems Analysis and Computer Science "Antonio Ruberti", National Research Council, Rome, Italy.
- SysBio Centre of Systems Biology, Rome, Italy.
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9
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Holsten T, Tsiakas K, Kordes U, Bison B, Pietsch T, Rutkowski S, Santer R, Schüller U. Group 3 medulloblastoma in a patient with a GYS2 germline mutation and glycogen storage disease 0a. Childs Nerv Syst 2018; 34:581-584. [PMID: 29167993 DOI: 10.1007/s00381-017-3666-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Accepted: 11/15/2017] [Indexed: 12/16/2022]
Abstract
Glycogen storage disease (GSD) 0a is a rare congenital metabolic disease with symptoms in infancy and childhood caused by biallelic GYS2 germline variants. A predisposition to cancer has not been described yet. We report here a boy with GSD 0a, who developed a malignant brain tumor at the age of 4.5 years. The tumor was classified as a group 3 medulloblastoma, and the patient died from cancer 27 months after initial tumor diagnosis. This case appears interesting as group 3 medulloblastoma is so far not known to arise in hereditary syndromes and the biology of sporadic group 3 medulloblastoma is largely unknown.
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Affiliation(s)
- Till Holsten
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute, Children's Cancer Center Hamburg, Hamburg, Germany
| | - Konstantinos Tsiakas
- Department of Pediatrics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Uwe Kordes
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Brigitte Bison
- Institute of Neuroradiology, University of Würzburg, Würzburg, Germany
| | - Torsten Pietsch
- Institute of Neuropathology, University of Bonn, Bonn, Germany
| | - Stefan Rutkowski
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - René Santer
- Department of Pediatrics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ulrich Schüller
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
- Research Institute, Children's Cancer Center Hamburg, Hamburg, Germany.
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