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Epistolio S, Spina P, Zaed I, Cardia A, Marchi F, Frattini M. The Clinical Role of miRNAs in the Development and Treatment of Glioblastoma. Int J Mol Sci 2025; 26:2723. [PMID: 40141375 PMCID: PMC11943032 DOI: 10.3390/ijms26062723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 03/10/2025] [Accepted: 03/16/2025] [Indexed: 03/28/2025] Open
Abstract
Glioblastoma multiforme (GBM) is the most common brain tumor and one of the most aggressive, with a median overall survival (OS) of only 15-18 months. These characteristics make it necessary to identify new targets for the improvement of prognosis and better prediction of response to therapies currently available for GBM patients. One possible candidate target could be the evaluation of miRNAs. miRNAs are small non-coding RNAs that play important roles in post-transcriptional gene regulation. Due to their functions, miRNAs also control biological processes underlying the development of GBM and may be considered possible targets with a clinical role. This narrative review introduces the concept of miRNAs in GBM from a clinical and a molecular perspective and then addresses the specific miRNAs that are most described in the literature as relevant for the development, the prognosis, and the response to therapies for patients affected by GBM.
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Affiliation(s)
- Samantha Epistolio
- Institute of Pathology, Ente Ospedaliero Cantonale (EOC), 6900 Locarno, Switzerland; (S.E.); (P.S.)
| | - Paolo Spina
- Institute of Pathology, Ente Ospedaliero Cantonale (EOC), 6900 Locarno, Switzerland; (S.E.); (P.S.)
| | - Ismail Zaed
- Service of Neurosurgery, Neurocenter of the Southern Switzerland, Regional Hospital of Lugano, EnteOspedaliero Cantonale (EOC), 6900 Lugano, Switzerland; (I.Z.); (A.C.); (F.M.)
| | - Andrea Cardia
- Service of Neurosurgery, Neurocenter of the Southern Switzerland, Regional Hospital of Lugano, EnteOspedaliero Cantonale (EOC), 6900 Lugano, Switzerland; (I.Z.); (A.C.); (F.M.)
| | - Francesco Marchi
- Service of Neurosurgery, Neurocenter of the Southern Switzerland, Regional Hospital of Lugano, EnteOspedaliero Cantonale (EOC), 6900 Lugano, Switzerland; (I.Z.); (A.C.); (F.M.)
| | - Milo Frattini
- Institute of Pathology, Ente Ospedaliero Cantonale (EOC), 6900 Locarno, Switzerland; (S.E.); (P.S.)
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Alshammari QA, Alshammari SO, Alshammari A, Alfarhan M, Baali FH. Unraveling the mechanisms of glioblastoma's resistance: investigating the influence of tumor suppressor p53 and non-coding RNAs. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2025; 398:2569-2585. [PMID: 39476245 DOI: 10.1007/s00210-024-03564-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 10/22/2024] [Indexed: 01/04/2025]
Abstract
Glioblastoma (GB) is one of the most fatal CNS malignancies, and its high resistance to therapy and poor outcomes have made it one of the primary challenges in oncology. Resistance to standard therapy, i.e., radio-chemotherapy with temozolomide, is one of the principal causes of the poor prognostic outcomes of GB. Finding the molecular basis of GB resistance to therapy is key to creating effective solution approaches. The general problem of GB resistance is supervised by cancer suppressive protein, p53, and has become a very special interest in molecular research in recent decades. The principal aim of this manuscript is to perform a comprehensive survey on the complex network of interactions developed by p53 with non-coding RNAs (ncRNA) in the context of GB resistance. The present article details the functional aspects of p53 as a cellular stress response protein, including its roles in apoptosis, cell cycle regulation, and DNA repair in glioblastoma (GB), along with the disruption of p53 and its involvement in chemoresistance (CR). It also highlights several classes of ncRNAs, namely microRNAs, long ncRNAs, and circular RNAs, that manipulate p53 signaling in GB-CR. The article likewise explains how disruption in the expression of these ncRNAs can promote GB-CR and how it interacts with essential cellular functions, such as proliferation, apoptosis, and DNA repair. The manuscript also describes the potential of targeting p53 and ncRNAs with their diagnostic and prognostic potential as novel promising therapeutics for GB. Nevertheless, ncRNA-based biomarkers still present challenges for their suitability in GB resistance. However, modern research continues to discover novel prediction targets, potentially enhancing patient outcomes and therapeutic options. Therefore, the neutralization of this intricate regulatory network of GB resistance might have a primary clinical effect in fighting GB resistance therapy and thus might lead to a substantial increase in patient survival and quality of life.
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Affiliation(s)
- Qamar A Alshammari
- Department of Pharmacology and Toxicology, College of Pharmacy, Northern Border University, Rafha, Saudi Arabia.
- Center for Health Research, Northern Border University, Arar, Saudi Arabia.
| | - Saud O Alshammari
- Department of Pharmacognosy and Alternative Medicine, College of Pharmacy, Northern Border University, 76321, Rafha, Saudi Arabia
| | - Abdulkarim Alshammari
- Department of Pharmacy Practice, College of Pharmacy, Northern Border University, Rafha, Saudi Arabia
| | - Moaddey Alfarhan
- Department of Clinical Practice, College of Pharmacy, Jazan University, 45142, Jazan, Jizan, Saudi Arabia
| | - Fahad Hassan Baali
- Department of Clinical Pharmacy, College of Pharmacy, Taif University, Taif, Saudi Arabia
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3
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Stefanes NM, Cunha-Silva ME, de Oliveira Silva L, Walter LO, Santos-Silva MC, Gartia MR. Circulating biomarkers for diagnosis and response to therapies in cancer patients. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2024; 391:1-41. [PMID: 39939074 PMCID: PMC11969414 DOI: 10.1016/bs.ircmb.2024.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Cancer presents a significant challenge to global health, driving worldwide concerted efforts to advance early detection, predict therapeutic response, and identify novel targeted therapies. Liquid biopsies emerge as promising avenues for discerning cancer biomarkers, offering less invasive approaches compared to conventional methods. Utilizing increasingly robust technologies, diverse bodily fluids can unveil genetic variants, epigenetic modifications, transcriptional alterations, and metabolomic signatures associated with cancer, thereby furnishing valuable insights for clinical management. This chapter intends to review the sources of cancer-related biomarkers found in circulation, prevalent techniques utilized for their identification, and the potential implications of different biomarker types on the management of cancer. Certain biomarkers currently used in clinical practice will be addressed, as well as potential biomarkers still in the study phase, and the inherent challenges in their practical implementation.
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Affiliation(s)
- Natália Marcéli Stefanes
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, United States
| | - Maria Eduarda Cunha-Silva
- Post-Graduation Program in Pharmacy, Health Science Center, Federal University of Santa Catarina, Florianópolis, SC, Brazil
| | - Lisandra de Oliveira Silva
- Post-Graduation Program in Pharmacy, Health Science Center, Federal University of Santa Catarina, Florianópolis, SC, Brazil
| | - Laura Otto Walter
- Post-Graduation Program in Pharmacy, Health Science Center, Federal University of Santa Catarina, Florianópolis, SC, Brazil
| | - Maria Cláudia Santos-Silva
- Post-Graduation Program in Pharmacy, Health Science Center, Federal University of Santa Catarina, Florianópolis, SC, Brazil
| | - Manas Ranjan Gartia
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA, United States.
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Mousavikia SN, Darvish L, Bahreyni Toossi MT, Azimian H. Exosomes: Their role in the diagnosis, progression, metastasis, and treatment of glioblastoma. Life Sci 2024; 350:122743. [PMID: 38806071 DOI: 10.1016/j.lfs.2024.122743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Revised: 05/10/2024] [Accepted: 05/22/2024] [Indexed: 05/30/2024]
Abstract
Exosomes are crucial for the growth and spread of glioblastomas, an aggressive form of brain cancer. These tiny vesicles play a crucial role in the activation of signaling pathways and intercellular communication. They can also transfer a variety of biomolecules such as proteins, lipids and nucleic acids from donor to recipient cells. Exosomes can influence the immune response by regulating the activity of immune cells, and they are crucial for the growth and metastasis of glioblastoma cells. In addition, exosomes contribute to drug resistance during treatment, which is a major obstacle in the treatment of glioblastoma. By studying them, the diagnosis and prognosis of glioblastoma can be improved. Due to their high biocompatibility and lack of toxicity, they have become an attractive option for drug delivery. The development of exosomes as carriers of specific therapeutic agents could overcome some of the obstacles to effective treatment of glioblastoma. In this review, we address the potential of exosomes for the treatment of glioblastoma and show how they can be modified for this purpose.
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Affiliation(s)
- S N Mousavikia
- Medical Physics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran; Department of Medical Physics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - L Darvish
- Department of Radiology, Faculty of Paramedicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran; Mother and Child Welfare Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - M T Bahreyni Toossi
- Medical Physics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - H Azimian
- Medical Physics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran; Department of Medical Physics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
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Kaul S, Nair V, Gcanga L, Lakshmanan V, Kalamuddin M, Anang V, Rathore S, Dhawan S, Alam T, Khanna V, Lohiya S, Ali S, Mannan S, Rade K, Parihar SP, Khanna A, Malhotra P, Brombacher F, Dasaradhi PV, Guler R, Mohmmed A. Identifying quantitative sncRNAs signature using global sequencing as a potential biomarker for tuberculosis diagnosis and their role in regulating host response. Int J Biol Macromol 2024; 271:132714. [PMID: 38815937 DOI: 10.1016/j.ijbiomac.2024.132714] [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: 01/10/2024] [Revised: 05/21/2024] [Accepted: 05/27/2024] [Indexed: 06/01/2024]
Abstract
OBJECTIVES The study aimed to identify a quantitative signature of circulating small non-coding RNAs (sncRNAs) as a biomarker for pulmonary tuberculosis disease (active-TB/ATB) and explore their regulatory roles in host-pathogen interactions and disease progression. METHODS We conducted a cross-sectional study recruiting subjects diagnosed with active-TB (drug-sensitive and drug-resistant) and healthy controls. Sera samples were collected and utilized for preparing small RNA libraries. Quantitative patterns of circulating sncRNAs (miRNAs, piRNAs and tRFs) were identified via high-throughput sequencing and DeSeq2 analysis and validated in independent active-TB cohorts. Functional knockdown for two selected miRNAs were also performed. RESULTS A diagnostic signature of four sncRNAs for both drug-sensitive and drug-resistant active-TB cases was validated, exhibiting an AUC of 0.96 (95% CI: 0.937-0.996, p < 0.001) with 86.7% sensitivity (95% CI: 0.775-0.932) and 91.7% specificity (95% CI: 0.730-0.990) in ROC analysis. Functional knockdown demonstrated regulatory roles of hsa-miR-223-5p and hsa-miR-10b-5p in Mycobacterium tuberculosis (Mtb) growth and pro-inflammatory cytokine expression (IL-6 and IL-8). CONCLUSION The study identified a diagnostic tool utilizing a signature of four sncRNAs with high specificity and sensitivity, enhancing our understanding of sncRNAs as ATB diagnostic biomarker. Additionally, hsa-miR-223-5p and hsa-miR-10b-5p demonstrated potential roles in Mtb pathogenesis and host-response to infection.
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Affiliation(s)
- Sheetal Kaul
- International Centre for Genetic Engineering and Biotechnology, New Delhi, India; Department of Biochemistry, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, India
| | - Vivek Nair
- International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Lorna Gcanga
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town, South Africa; Division of Immunology, Department of Pathology, Institute of Infectious Diseases and Molecular Medicine (IDM), Immunology of Infectious Diseases, Faculty of Health Sciences, South African Medical Research Council (SAMRC), University of Cape Town, Cape Town, South Africa; Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Diseases and Molecular Medicine (IDM), Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | | | - M Kalamuddin
- International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Vandana Anang
- International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Sumit Rathore
- All India Institute of Medical Sciences, New Delhi, India
| | - Shikha Dhawan
- International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Tanvir Alam
- College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar
| | - Vishal Khanna
- Chest Clinic (Tuberculosis), Lok Nayak Hospital, New Delhi, India
| | - Sheelu Lohiya
- Chest Clinic (Tuberculosis), Lok Nayak Hospital, New Delhi, India
| | - Shakir Ali
- Department of Biochemistry, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, India
| | | | | | - Suraj P Parihar
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town, South Africa; Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Diseases and Molecular Medicine (IDM), Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Ashwani Khanna
- Chest Clinic (Tuberculosis), Lok Nayak Hospital, New Delhi, India
| | - Pawan Malhotra
- International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Frank Brombacher
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town, South Africa; Division of Immunology, Department of Pathology, Institute of Infectious Diseases and Molecular Medicine (IDM), Immunology of Infectious Diseases, Faculty of Health Sciences, South African Medical Research Council (SAMRC), University of Cape Town, Cape Town, South Africa; Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Diseases and Molecular Medicine (IDM), Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | | | - Reto Guler
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town, South Africa; Division of Immunology, Department of Pathology, Institute of Infectious Diseases and Molecular Medicine (IDM), Immunology of Infectious Diseases, Faculty of Health Sciences, South African Medical Research Council (SAMRC), University of Cape Town, Cape Town, South Africa; Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Diseases and Molecular Medicine (IDM), Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Asif Mohmmed
- International Centre for Genetic Engineering and Biotechnology, New Delhi, India.
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Fattahi M, Maghsudlu M, Razipour M, Movahedpour A, Ghadami M, Alizadeh M, Khatami SH, Taheri-Anganeh M, Ghasemi E, Ghasemi H, Aiiashi S, Ghadami E. MicroRNA biosensors for detection of glioblastoma. Clin Chim Acta 2024; 556:117829. [PMID: 38355000 DOI: 10.1016/j.cca.2024.117829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 02/10/2024] [Accepted: 02/11/2024] [Indexed: 02/16/2024]
Abstract
Glioblastoma (GBM) is the most common type of malignant brain tumor.The discovery of microRNAs and their unique properties have made them suitable tools as biomarkers for cancer diagnosis, prognosis, and evaluation of therapeutic response using different types of nanomaterials as sensitive and specific biosensors. In this review, we discuss microRNA-based electrochemical biosensing systems and the use of nanoparticles in the evolving development of microRNA-based biosensors in glioblastoma.
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Affiliation(s)
- Mehdi Fattahi
- Institute of Research and Development, Duy Tan University, Da Nang, Vietnam; School of Engineering & Technology, Duy Tan University, Da Nang, Vietnam
| | - Mohadese Maghsudlu
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoumeh Razipour
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Mohsen Ghadami
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Mehdi Alizadeh
- Department of Clinical Biochemistry, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Seyyed Hossein Khatami
- Department of Clinical Biochemistry, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mortaza Taheri-Anganeh
- Cellular and Molecular Research Center, Cellular and Molecular Medicine Research Institute, Urmia University of Medical Sciences, Urmia, Iran
| | | | | | - Saleh Aiiashi
- Abadan University of Medical Sciences, Abadan, Iran.
| | - Elham Ghadami
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.
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Chen M, Kim B, Robertson N, Mondal SK, Medarova Z, Moore A. Co-administration of temozolomide (TMZ) and the experimental therapeutic targeting miR-10b, profoundly affects the tumorigenic phenotype of human glioblastoma cells. Front Mol Biosci 2023; 10:1179343. [PMID: 37398551 PMCID: PMC10311069 DOI: 10.3389/fmolb.2023.1179343] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 06/02/2023] [Indexed: 07/04/2023] Open
Abstract
Introduction: Recent studies have shown that miRNA-10b is highly expressed in high-grade glioblastoma multiforme (GBM), and its inhibition leads to deregulation of multiple pathways in tumorigenesis, resulting in repression of tumor growth and increased apoptosis. Thus, we hypothesized that suppressing miR-10b could enhance the cytotoxicity of conventional GBM chemotherapy with temozolomide (TMZ). Methods: Inhibition of miR-10b in glioblastoma cells was achieved using an experimental therapeutic consisting of anti-miR10b antagomirs conjugated to iron oxide nanoparticles (termed MN-anti-miR10b). The nanoparticles serve as delivery vehicles for the antagomirs as well as imaging reporters guiding the delivery in future animal studies. Results: Treatment of U251 and LN229 human glioblastoma cells with MN-anti-miR10b led to inhibition of miR-10b accompanied by repression of growth and increase in apoptosis. We next explored whether MN-anti-miR10b could enhance the cytotoxic effect of TMZ. During these studies, we unexpectedly found that TMZ monotherapy increased miR-10b expression and changed the expression of corresponding miR-10b targets. This discovery led to the design of a sequence-dependent combination treatment, in which miR-10b inhibition and induction of apoptosis by MN-anti-miR10b was followed by a sub-therapeutic dose of TMZ, which caused cell cycle arrest and ultimately cell death. This combination was highly successful in significant enhancement of apoptosis and decrease in cell migration and invasiveness. Discussion: Considering the unexpected effects of TMZ on miR-10b expression and possible implications on its clinical application, we reasoned that comprehensive in vitro studies were warranted before embarking on studies in animals. These intriguing findings serve as a solid foundation for future in vivo studies and offer promise for the successful treatment of GBM.
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Affiliation(s)
- Ming Chen
- Precision Health Program, Michigan State University, East Lansing, MI, United States
- Department of Radiology, College of Human Medicine, Michigan State University, East Lansing, MI, United States
| | - Bryan Kim
- Precision Health Program, Michigan State University, East Lansing, MI, United States
- Department of Biomedical Engineering, College of Engineering, Michigan State University, East Lansing, MI, United States
| | - Neil Robertson
- Precision Health Program, Michigan State University, East Lansing, MI, United States
- Department of Radiology, College of Human Medicine, Michigan State University, East Lansing, MI, United States
| | - Sujan Kumar Mondal
- Precision Health Program, Michigan State University, East Lansing, MI, United States
- Department of Radiology, College of Human Medicine, Michigan State University, East Lansing, MI, United States
| | | | - Anna Moore
- Precision Health Program, Michigan State University, East Lansing, MI, United States
- Department of Radiology, College of Human Medicine, Michigan State University, East Lansing, MI, United States
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8
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Hasan H, Afzal M, Castresana JS, Shahi MH. A Comprehensive Review of miRNAs and Their Epigenetic Effects in Glioblastoma. Cells 2023; 12:1578. [PMID: 37371047 DOI: 10.3390/cells12121578] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 06/01/2023] [Accepted: 06/05/2023] [Indexed: 06/29/2023] Open
Abstract
Glioblastoma is the most aggressive form of brain tumor originating from glial cells with a maximum life expectancy of 14.6 months. Despite the establishment of multiple promising therapies, the clinical outcome of glioblastoma patients is abysmal. Drug resistance has been identified as a major factor contributing to the failure of current multimodal therapy. Epigenetic modification, especially DNA methylation has been identified as a major regulatory mechanism behind glioblastoma progression. In addition, miRNAs, a class of non-coding RNA, have been found to play a role in the regulation as well as in the diagnosis of glioblastoma. The relationship between epigenetics, drug resistance, and glioblastoma progression has been clearly demonstrated. MGMT hypermethylation, leading to a lack of MGMT expression, is associated with a cytotoxic effect of TMZ in GBM, while resistance to TMZ frequently appears in MGMT non-methylated GBM. In this review, we will elaborate on known miRNAs linked to glioblastoma; their distinctive oncogenic or tumor suppressor roles; and how epigenetic modification of miRNAs, particularly via methylation, leads to their upregulation or downregulation in glioblastoma. Moreover, we will try to identify those miRNAs that might be potential regulators of MGMT expression and their role as predictors of tumor response to temozolomide treatment. Although we do not impact clinical data and survival, we open possible experimental approaches to treat GBM, although they should be further validated with clinically oriented studies.
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Affiliation(s)
- Hera Hasan
- Interdisciplinary Brain Research Centre, Faculty of Medicine, Aligarh Muslim University, Aligarh 202002, India
| | - Mohammad Afzal
- Department of Zoology, Faculty of Life Sciences, Aligarh Muslim University, Aligarh 202002, India
| | - Javier S Castresana
- Department of Biochemistry and Genetics, University of Navarra School of Sciences, 31008 Pamplona, Spain
| | - Mehdi H Shahi
- Interdisciplinary Brain Research Centre, Faculty of Medicine, Aligarh Muslim University, Aligarh 202002, India
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Jiang H, Su Z, Hu W, Yuan X, Yu T, Yang J, Xiao X, Zheng S, Lin B. miR-433 Inhibits Glioblastoma Progression by Suppressing the PI3K/Akt Signaling Pathway Through Direct Targeting of ERBB4. OMICS : A JOURNAL OF INTEGRATIVE BIOLOGY 2023; 27:215-226. [PMID: 37196148 DOI: 10.1089/omi.2023.0046] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Glioblastoma multiforme (GBM) is a highly malignant brain tumor where new biomarkers and drug targets are much needed in the oncology clinic. miR-433 was identified as a tumor-suppressing miRNA in several different types of human cancer. However, the integrative biology of miR-433 in GBM is still largely unknown. By analyzing the expression profiles of miR-433 in 198 patients with glioma at The Cancer Genome Atlas, we found that the miR-433 expression was decreased in glioma whereas the low expression of miR-433 was significantly associated with shorter overall survival. We then conducted in vitro studies and demonstrated that increased expression of miR-433 suppressed the proliferation, migration, and invasion of LN229 and T98G cells, two representative glioma cell lines. Further, using in vivo mouse model, we found that upregulation of miR-433 inhibited the tumor growth of glioma cells. To situate the integrative biology understanding of the action of miR-433 in glioma, we identified ERBB4 as a gene targeted directly by miR-433 in LN229 and T98G cells. Overexpressed ERBB4 rescued the phenotype caused by overexpression of miR-433. Finally, we showed that miR-433 suppressed the PI3K/Akt pathway in glioma cells. In conclusion, our study demonstrated that miR-433 could potentially act as a tumor suppressor for GBM and may serve as a potential therapeutic target for GBM. Further integrative biology and clinical translational research are warranted to evaluate miR-433 in GBM.
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Affiliation(s)
- Huawei Jiang
- Department of Hematology (Cancer Institute, Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhiwei Su
- Department of Medical Oncology, Zhejiang Hospital, Hangzhou, China
| | - Wangxiong Hu
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xianggui Yuan
- Department of Hematology (Cancer Institute, Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Teng Yu
- Department of Hematology (Cancer Institute, Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jing Yang
- Department of Hematology (Cancer Institute, Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xibin Xiao
- Department of Hematology (Cancer Institute, Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, Key Laboratory of Molecular Biology in Medical Sciences), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Shu Zheng
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Biaoyang Lin
- Zhejiang-California International Nanosystems Institute (ZCNI) Proprium Research Center, Zhejiang University, Hangzhou, China
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Department of Urology, University of Washington School of Medicine, Seattle, Washington, USA
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10
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Zhang Y, Rabinovsky R, Wei Z, El Fatimy R, Deforzh E, Luan B, Peshkin L, Uhlmann EJ, Krichevsky AM. Secreted PGK1 and IGFBP2 contribute to the bystander effect of miR-10b gene editing in glioma. MOLECULAR THERAPY. NUCLEIC ACIDS 2023; 31:265-275. [PMID: 36700043 PMCID: PMC9852814 DOI: 10.1016/j.omtn.2022.12.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 12/31/2022] [Indexed: 01/03/2023]
Abstract
MicroRNA-10b (miR-10b) is an essential glioma driver and one of the top candidates for targeted therapies for glioblastoma and other cancers. This unique miRNA controls glioma cell cycle and viability via an array of established conventional and unconventional mechanisms. Previously reported CRISPR-Cas9-mediated miR-10b gene editing of glioma cells in vitro and established orthotopic glioblastoma in mouse models demonstrated the efficacy of this approach and its promise for therapy development. However, therapeutic gene editing in patients' brain tumors may be hampered, among other factors, by the imperfect delivery and distribution of targeting vectors. Here, we demonstrate that miR-10b gene editing in glioma cells triggers a potent bystander effect that leads to the selective cell death of the unedited glioma cells without affecting the normal neuroglial cells. The effect is mediated by the secreted miR-10b targets phosphoglycerate kinase 1 (PGK1) and insulin-like growth factor binding protein 2 (IGFBP2) that block cell-cycle progression and induce glioma cell death. These findings further support the feasibility of therapeutic miR-10b editing without the need to target every cell of the tumor.
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Affiliation(s)
- Yanhong Zhang
- Department of Neurology, Brigham and Women’s Hospital and Harvard Medical School, Harvard Initiative for RNA Medicine, Boston, MA 02115, USA
| | - Rosalia Rabinovsky
- Department of Neurology, Brigham and Women’s Hospital and Harvard Medical School, Harvard Initiative for RNA Medicine, Boston, MA 02115, USA
| | - Zhiyun Wei
- Department of Neurology, Brigham and Women’s Hospital and Harvard Medical School, Harvard Initiative for RNA Medicine, Boston, MA 02115, USA
| | - Rachid El Fatimy
- Department of Neurology, Brigham and Women’s Hospital and Harvard Medical School, Harvard Initiative for RNA Medicine, Boston, MA 02115, USA
| | - Evgeny Deforzh
- Department of Neurology, Brigham and Women’s Hospital and Harvard Medical School, Harvard Initiative for RNA Medicine, Boston, MA 02115, USA
| | - Bai Luan
- Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA
| | - Leonid Peshkin
- Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA
| | - Erik J. Uhlmann
- Department of Neurology, Brigham and Women’s Hospital and Harvard Medical School, Harvard Initiative for RNA Medicine, Boston, MA 02115, USA
| | - Anna M. Krichevsky
- Department of Neurology, Brigham and Women’s Hospital and Harvard Medical School, Harvard Initiative for RNA Medicine, Boston, MA 02115, USA
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11
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Wang D, Wang L, Zheng L, Chen J, Zhang W, Zhou W, Yang X, Jiang L, Jin X, Yu X, Liu X, Chen H, Xu J. Enhancing the Management of Metastatic Tumors by Robust Co-Delivery of 5-Fluorouracil/MicroRNA-10b Inhibitor Using EGFR-Targeted Nanovehicles. Adv Healthc Mater 2023:e2202989. [PMID: 36740892 DOI: 10.1002/adhm.202202989] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/26/2023] [Indexed: 02/07/2023]
Abstract
Invasion and metastasis are the leading causes of death of patients with CRC. 5-Fluorouracil is widely used in clinic practice as the basic chemotherapy drug for CRC. However, it is inefficient in inhibiting tumor metastasis. MicroRNA-10b is uninvolved in regulating the growth of primary tumors; however, it could induce early tumor metastases and is a key regulator of chemotherapeutic resistance to 5-FU. A multifunctional nanovehicle that can carry small molecule drugs not only through the hydrophobic pockets of conjugated β-cyclodextrin but also through electrostatic interaction between the conjugated peptides and siRNA to target functional genes is previously developed. In this study, a nanovehicle, named GCD, with epithelium growth factor receptor (EGFR)-targeted characteristics to simultaneously deliver chemotherapeutic and nucleotide drugs to distinct targets in CRC, is employed. These data show that co-delivery of 5-FU and anti-miR-10b can be effectively applied to targeted therapy of EGFR-overexpressed CRC, particularly inhibiting the metastasis of CRC. Furthermore, the therapeutic effect of this combination on tumor xenograft models derived from patients with CRC is evaluated. Taken together, this study may provide insights into the inhibition of tumor growth and metastasis simultaneously.
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Affiliation(s)
- Di Wang
- Department of Orthopedic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Orthopedics Research Institute of Zhejiang University, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Clinical Research Center of Motor System Disease of Zhejiang Province, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Liwei Wang
- Department of Orthopedic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Orthopedics Research Institute of Zhejiang University, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Clinical Research Center of Motor System Disease of Zhejiang Province, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Liming Zheng
- Department of Orthopedic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Orthopedics Research Institute of Zhejiang University, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Clinical Research Center of Motor System Disease of Zhejiang Province, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Jiaxin Chen
- Department of Orthopedic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Orthopedics Research Institute of Zhejiang University, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Clinical Research Center of Motor System Disease of Zhejiang Province, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Wei Zhang
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Wei Zhou
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Xiaobo Yang
- Department of Orthopedic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Orthopedics Research Institute of Zhejiang University, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Clinical Research Center of Motor System Disease of Zhejiang Province, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Lifeng Jiang
- Department of Orthopedic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Orthopedics Research Institute of Zhejiang University, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Clinical Research Center of Motor System Disease of Zhejiang Province, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Xiaoqiang Jin
- Department of Orthopedic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Orthopedics Research Institute of Zhejiang University, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Clinical Research Center of Motor System Disease of Zhejiang Province, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Xiaohua Yu
- Department of Orthopedic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Orthopedics Research Institute of Zhejiang University, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Clinical Research Center of Motor System Disease of Zhejiang Province, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Xin Liu
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
| | - Heng Chen
- School of Material Science and Engineering, Dongguan University of Technology, Dongguan City, Guangdong Province, 523000, P. R. China
| | - Jianbin Xu
- Department of Orthopedic Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Orthopedics Research Institute of Zhejiang University, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou City, Zhejiang Province, 310000, P. R. China.,Clinical Research Center of Motor System Disease of Zhejiang Province, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, 310000, P. R. China
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12
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Liu Y, Zhao X, Bian J, Wang G. Feature selection combined with top-down and bottom-up strategies for survival analysis: A case of prognostic prediction in glioblastoma. Comput Biol Med 2023; 153:106486. [PMID: 36603438 DOI: 10.1016/j.compbiomed.2022.106486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 12/18/2022] [Accepted: 12/25/2022] [Indexed: 12/30/2022]
Abstract
Over the last decades, molecular signatures have attracted extensive attention in cancer research. However, most of the reported biomarkers show a weak distinguishing ability in predicting the survival risks of patients. Actually, univariate analysis is generally considered in regression analysis, which makes the existing statistical methods ineffective. Furthermore, there is too much human involvement in the ways of classifying patients with high and low risk. Last but not least, the participation of therapy after conservative surgery also makes the survival analysis more complex. In order to solve these problems, we propose a solid method of feature selection which combines top-down and bottom-up strategies. The top-down strategy is to randomly extract some genes each time and select candidate genes through cumulative voting. The bottom-up strategy is to fully enumerate the selected genes and to use a clustering algorithm to classify samples. We analyzed glioblastoma data from the Cancer Genome Atlas (TCGA) and got candidate signatures. The results of simulation data, as well as an independent test set the Chinese Glioma Genome Atlas (CGGA), verified the reliability of the method and validity of the selected features.
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Affiliation(s)
- Yanan Liu
- College of Information and Computer Engineering, Northeast Forestry University, Harbin, 150040, China
| | - Xudong Zhao
- College of Information and Computer Engineering, Northeast Forestry University, Harbin, 150040, China.
| | - Jilong Bian
- College of Information and Computer Engineering, Northeast Forestry University, Harbin, 150040, China
| | - Guohua Wang
- College of Information and Computer Engineering, Northeast Forestry University, Harbin, 150040, China; State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin, 150040, China.
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13
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Xiong Q, Zhang Y, Li J, Zhu Q. Small Non-Coding RNAs in Human Cancer. Genes (Basel) 2022; 13:genes13112072. [PMID: 36360311 PMCID: PMC9690286 DOI: 10.3390/genes13112072] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 11/06/2022] [Accepted: 11/07/2022] [Indexed: 11/11/2022] Open
Abstract
Small non-coding RNAs are widespread in the biological world and have been extensively explored over the past decades. Their fundamental roles in human health and disease are increasingly appreciated. Furthermore, a growing number of studies have investigated the functions of small non-coding RNAs in cancer initiation and progression. In this review, we provide an overview of the biogenesis of small non-coding RNAs with a focus on microRNAs, PIWI-interacting RNAs, and a new class of tRNA-derived small RNAs. We discuss their biological functions in human cancer and highlight their clinical application as molecular biomarkers or therapeutic targets.
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Affiliation(s)
- Qunli Xiong
- Department of Abdominal Oncology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yaguang Zhang
- State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Junjun Li
- Department of Radiation Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Qing Zhu
- Department of Abdominal Oncology, West China Hospital, Sichuan University, Chengdu 610041, China
- Correspondence:
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14
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Dalmizrak A, Dalmizrak O. Mesenchymal stem cell-derived exosomes as new tools for delivery of miRNAs in the treatment of cancer. Front Bioeng Biotechnol 2022; 10:956563. [PMID: 36225602 PMCID: PMC9548561 DOI: 10.3389/fbioe.2022.956563] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 09/01/2022] [Indexed: 11/13/2022] Open
Abstract
Although ongoing medical research is working to find a cure for a variety of cancers, it continues to be one of the major causes of death worldwide. Chemotherapy and immunotherapy, as well as surgical intervention and radiation therapy, are critical components of cancer treatment. Most anti-cancer drugs are given systemically and distribute not just to tumor tissues but also to normal tissues, where they may cause side effects. Furthermore, because anti-cancer drugs have a low delivery efficiency, some tumors do not respond to them. As a result, tumor-targeted drug delivery is critical for improving the safety and efficacy of anti-cancer treatment. Exosomes are microscopic extracellular vesicles that cells produce to communicate with one another. MicroRNA (miRNA), long non-coding RNA (lncRNA), small interfering RNA (siRNA), DNA, protein, and lipids are among the therapeutic cargos found in exosomes. Recently, several studies have focused on miRNAs as a potential therapeutic element for the treatment of cancer. Mesenchymal stem cells (MSC) have been known to have angiogenic, anti-apoptotic, anti-inflammatory and immunomodulatory effects. Exosomes derived from MSCs are gaining popularity as a non-cellular alternative to MSC-based therapy, as this method avoids unwanted lineage differentiation. Therefore more research have focused on transferring miRNAs to mesenchymal stem cells (MSC) and targeting miRNA-loaded exosomes to cancer cells. Here, we initially gave an overview of the characteristics and potentials of MSC as well as the use of MSC-derived exosomes in cancer therapy. Finally, we emphasized the utilization of MSC-derived exosomes for miRNA delivery in the treatment of cancer.
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Affiliation(s)
- Aysegul Dalmizrak
- Department of Medical Biology, Faculty of Medicine, Balıkesir University, Balıkesir, Turkey
| | - Ozlem Dalmizrak
- Department of Medical Biochemistry, Faculty of Medicine, Near East University, Nicosia, Mersin, Turkey
- *Correspondence: Ozlem Dalmizrak,
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15
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Zurlo M, Romagnoli R, Oliva P, Gasparello J, Finotti A, Gambari R. Synergistic Effects of A Combined Treatment of Glioblastoma U251 Cells with An Anti-miR-10b-5p Molecule and An AntiCancer Agent Based on 1-(3',4',5'-Trimethoxyphenyl)-2-Aryl-1 H-Imidazole Scaffold. Int J Mol Sci 2022; 23:ijms23115991. [PMID: 35682670 PMCID: PMC9181338 DOI: 10.3390/ijms23115991] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 05/09/2022] [Accepted: 05/20/2022] [Indexed: 12/10/2022] Open
Abstract
(1) Background: In the development of new and more effective anticancer approaches, combined treatments appear of great interest. Combination therapy could be of importance in the management of glioblastoma (GBM), a lethal malignancy that accounts for 42% of cancer of the central nervous system, with a median survival of 15 months. This study aimed to verify the activity on a glioblastoma cancer cell line of one of the most active compounds of a novel series of tubulin polymerization inhibitors based on the 1-(3′,4′,5′-trimethoxyphenyl)-2-aryl-1H-imidazole scaffold, used in combination with a miRNA inhibitor molecule targeting the oncomiRNA miR-10b-5p. This microRNA was selected in consideration of the role of miR-10b-5p on the onset and progression of glioblastoma. (2) Methods: Apoptosis was analyzed by Annexin-V and Caspase 3/7 assays, efficacy of the anti-miR-10b-5p was assessed by determining the miR-10b-5p content by RT-qPCR. (3) Results: The results obtained show that a “combination therapy” performed by combining the use of an anti-miR-10b-5p and a 1-(3′,4′,5′-trimethoxyphenyl)-2-aryl-1H-imidazole derivative is an encouraging strategy to boost the efficacy of anticancer therapies and at the same time to reduce side effects.
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Affiliation(s)
- Matteo Zurlo
- Department of Life Sciences and Biotechnology, Ferrara University, 44121 Ferrara, Italy; (M.Z.); (J.G.)
| | - Romeo Romagnoli
- Department of Chemical, Pharmaceutical and Agricultural Sciences, Ferrara University, 44121 Ferrara, Italy; (R.R.); (P.O.)
| | - Paola Oliva
- Department of Chemical, Pharmaceutical and Agricultural Sciences, Ferrara University, 44121 Ferrara, Italy; (R.R.); (P.O.)
| | - Jessica Gasparello
- Department of Life Sciences and Biotechnology, Ferrara University, 44121 Ferrara, Italy; (M.Z.); (J.G.)
| | - Alessia Finotti
- Department of Life Sciences and Biotechnology, Ferrara University, 44121 Ferrara, Italy; (M.Z.); (J.G.)
- Correspondence: (A.F.); (R.G.)
| | - Roberto Gambari
- Department of Life Sciences and Biotechnology, Ferrara University, 44121 Ferrara, Italy; (M.Z.); (J.G.)
- Correspondence: (A.F.); (R.G.)
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16
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Zhao X, Liu T, Wang G. Ensemble classification based signature discovery for cancer diagnosis in RNA expression profiles across different platforms. Brief Bioinform 2022; 23:6590877. [PMID: 35605226 DOI: 10.1093/bib/bbac185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 04/21/2022] [Accepted: 04/23/2022] [Indexed: 11/13/2022] Open
Abstract
Molecular signatures have been excessively reported for diagnosis of many cancers during the last 20 years. However, false-positive signatures are always found using statistical methods or machine learning approaches, and that makes subsequent biological experiments fail. Therefore, signature discovery has gradually become a non-mainstream work in bioinformatics. Actually, there are three critical weaknesses that make the identified signature unreliable. First of all, a signature is wrongly thought to be a gene set, each component of which keeps differential expressions between or among sample groups. Second, there may be many false-positive genes expressed differentially found, even if samples derived from cancer or normal group can be separated in one-dimensional space. Third, cross-platform validation results of a discovered signature are always poor. In order to solve these problems, we propose a new feature selection framework based on ensemble classification to discover signatures for cancer diagnosis. Meanwhile, a procedure for data transform among different expression profiles across different platforms is also designed. Signatures are found on simulation and real data representing different carcinomas across different platforms. Besides, false positives are suppressed. The experimental results demonstrate the effectiveness of our method.
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Affiliation(s)
- Xudong Zhao
- College of Information and Computer Engineering, Northeast Forestry University, No. 26, Hexing Road, 150040, Heilongjiang Province, China
| | - Tong Liu
- College of Information and Computer Engineering, Northeast Forestry University, No. 26, Hexing Road, 150040, Heilongjiang Province, China
| | - Guohua Wang
- College of Information and Computer Engineering, Northeast Forestry University, No. 26, Hexing Road, 150040, Heilongjiang Province, China.,State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, No. 26, Hexing Road, 150040, Heilongjiang Province, China
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17
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Lopez-Bertoni H, Johnson A, Rui Y, Lal B, Sall S, Malloy M, Coulter JB, Lugo-Fagundo M, Shudir S, Khela H, Caputo C, Green JJ, Laterra J. Sox2 induces glioblastoma cell stemness and tumor propagation by repressing TET2 and deregulating 5hmC and 5mC DNA modifications. Signal Transduct Target Ther 2022; 7:37. [PMID: 35136034 PMCID: PMC8826438 DOI: 10.1038/s41392-021-00857-0] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 12/01/2021] [Accepted: 12/05/2021] [Indexed: 02/06/2023] Open
Abstract
DNA methylation is a reversible process catalyzed by the ten-eleven translocation (TET) family of enzymes (TET1, TET2, TET3) that convert 5-methylcytosine (5mC) to 5-hydroxymethylcytosine (5hmC). Altered patterns of 5hmC and 5mC are widely reported in human cancers and loss of 5hmC correlates with poor prognosis. Understanding the mechanisms leading to 5hmC loss and its role in oncogenesis will advance the development of epigenetic-based therapeutics. We show that TET2 loss associates with glioblastoma (GBM) stem cells and correlates with poor survival of GBM patients. We further identify a SOX2:miR-10b-5p:TET2 axis that represses TET2 expression, represses 5hmC, increases 5mC levels, and induces GBM cell stemness and tumor-propagating potential. In vivo delivery of a miR-10b-5p inhibitor that normalizes TET2 expression and 5hmC levels inhibits tumor growth and prolongs survival of animals bearing pre-established orthotopic GBM xenografts. These findings highlight the importance of TET2 and 5hmC loss in Sox2-driven oncogenesis and their potential for therapeutic targeting.
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Affiliation(s)
- Hernando Lopez-Bertoni
- Hugo W. Moser Research Institute at Kennedy Krieger, Baltimore, MD, USA.
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Amanda Johnson
- Hugo W. Moser Research Institute at Kennedy Krieger, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yuan Rui
- Department of Biomedical Engineering, Institute for NanoBioTechnology, and the Translational Tissue Engineering Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Bachchu Lal
- Hugo W. Moser Research Institute at Kennedy Krieger, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sophie Sall
- Hugo W. Moser Research Institute at Kennedy Krieger, Baltimore, MD, USA
| | - Maureen Malloy
- Bloomberg School of Public Health, Department of Environmental Health and Engineering, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jonathan B Coulter
- Bloomberg School of Public Health, Department of Environmental Health and Engineering, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Department of Radiation Oncology and Molecular Radiation Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Sweta Shudir
- Hugo W. Moser Research Institute at Kennedy Krieger, Baltimore, MD, USA
| | - Harmon Khela
- Hugo W. Moser Research Institute at Kennedy Krieger, Baltimore, MD, USA
| | | | - Jordan J Green
- Department of Biomedical Engineering, Institute for NanoBioTechnology, and the Translational Tissue Engineering Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Departments of Materials Science & Engineering and Chemical & Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - John Laterra
- Hugo W. Moser Research Institute at Kennedy Krieger, Baltimore, MD, USA.
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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18
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Li B, Huang N, Wei S, Xv J, Meng Q, Aschner M, Li X, Chen R. lncRNA TUG1 as a ceRNA promotes PM exposure-induced airway hyper-reactivity. JOURNAL OF HAZARDOUS MATERIALS 2021; 416:125878. [PMID: 34492818 PMCID: PMC8432742 DOI: 10.1016/j.jhazmat.2021.125878] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 04/01/2021] [Accepted: 04/11/2021] [Indexed: 05/29/2023]
Abstract
With the increased appreciation for the significance of noncoding RNAs (ncRNAs), the present research aimed to determine the role of competing endogenous RNA (ceRNA) in the process of particulate matter (PM) exposure-induced pulmonary damage. Alterations in messenger RNA (RNA), microRNA and long non-coding RNA (lncRNA) profiles of human bronchial epithelial (HBE) cells treated with PM were analyzed by microarray assays. Next, we identified that lncRNA taurine upregulated gene 1 (TUG1) acted as a competing endogenous RNA for microRNA-222-3p (miR-222-3p) and subsequently attenuated the inhibitory effect of miR-222-3p on CUGBP elav-like family member 1 (CELF1). The binding potency among ceRNAs was verified by RNA immunoprecipitation (RIP) assay and dual-luciferase reporter assay. Knockdown of TUG1 attenuated HBE cell apoptosis and cell cycle arrest by downregulation of CELF1 and protein 53 (p53). Further, we confirmed that Tug1/mir-222-3p/CELF1/p53 network aggravated PM-induced airway hyper-reactivity (AHR) in mice. In summary, our novel findings revealed that TUG1 triggered dysfunction of pulmonary cells followed by PM exposure by serving as a sponge for miR-222-3p and thereby upregulating the expression of CELF1and p53.
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Affiliation(s)
- Bin Li
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, PR China
| | - Nannan Huang
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, PR China
| | - Shengnan Wei
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, PR China
| | - Jie Xv
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, PR China
| | - Qingtao Meng
- Department of Toxicology and Sanitary chemistry, School of Public Health, Capital Medical University, Beijing 100069, PR China
| | - Michael Aschner
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Forchheimer 209, 1300 Morris Park Avenue, Bronx, NY 10461, USA
| | - Xiaobo Li
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, PR China.
| | - Rui Chen
- Department of Toxicology and Sanitary chemistry, School of Public Health, Capital Medical University, Beijing 100069, PR China; Institute for Chemical Carcinogenesis, Guangzhou Medical University, Guangzhou 511436, PR China.
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19
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Lin CC, Liao WT, Yang TY, Lu HJ, Hsu SL, Wu CC. MicroRNA‑10b modulates cisplatin tolerance by targeting p53 directly in lung cancer cells. Oncol Rep 2021; 46:167. [PMID: 34165168 DOI: 10.3892/or.2021.8118] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 03/04/2021] [Indexed: 12/24/2022] Open
Abstract
MicroRNA (miRNA or miR)‑10b is an oncogenic miRNA associated with metastasis that is present in various types of tumor, including lung cancer. However, whether miR‑10b is involved in different malignant characteristics, such as drug resistance or stemness, remains unclear. Therefore, the present study investigated whether miR‑10b is an upstream regulator of p53. Ectopic expression of miR‑10b‑agomir decreased the expression of p53 and its downstream effectors, such as Bax and p53 upregulated modulator of apoptosis. Two non‑canonical sites, including 1,580‑1,587 and 2,029‑2,035, located in p53 3'‑untranslated region (UTR) were affected by the presence of miR‑10b. In functional assays, upregulation of the p53 signaling pathway following cisplatin treatment was associated with decreased levels of miR‑10b and upregulation of the luciferase activity of wild‑type, but not 1,584, 2,032‑dual‑mutant, p53 3'‑UTR. The ectopic expression of miR‑10b‑agomir attenuated the stability of p53 3'‑UTR and the expression of p53 and its downstream effectors induced by cisplatin. By contrast, the knockdown of miR‑10b induced the stability of p53 3'‑UTR and increased levels of p53 and the sensitivity of A549 cells to cisplatin treatment. Similar results were also observed for Beas 2B cells. In the clinical investigation, p53 exhibited two distinct associations (cocurrent and countercurrent) with miR‑10b in patients with lung cancer. Patients with lung cancer with low p53 and high miR‑10b levels exhibited the poorest prognosis, while those with high p53 and low miR‑10b exhibited the most favorable prognosis. These findings indicate a novel pathway in which cisplatin induces the levels of p53 by increasing mRNA stability via miR‑10b, indicating a novel oncogenic role of miR‑10b in promoting the malignant characteristics of non‑small cell lung carcinoma.
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Affiliation(s)
- Chen-Chu Lin
- Institute of Medicine, Chung‑Shan Medical University, Taichung 402, Taiwan, R.O.C
| | - Wan-Ting Liao
- Institute of Medicine, Chung‑Shan Medical University, Taichung 402, Taiwan, R.O.C
| | - Tsung-Ying Yang
- Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407, Taiwan, R.O.C
| | - Hsueh-Ju Lu
- Division of Medical Oncology, Department of Internal Medicine, Chung-Shan Medical University Hospital, Taichung 402, Taiwan, R.O.C
| | - Shih-Lan Hsu
- Department of Medical Research, Taichung Veterans General Hospital, Taichung 407, Taiwan, R.O.C
| | - Chun-Chi Wu
- Institute of Medicine, Chung‑Shan Medical University, Taichung 402, Taiwan, R.O.C
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Chen WX, Wang DD, Zhu B, Zhu YZ, Zheng L, Feng ZQ, Qin XH. Exosomal miR-222 from adriamycin-resistant MCF-7 breast cancer cells promote macrophages M2 polarization via PTEN/Akt to induce tumor progression. Aging (Albany NY) 2021; 13:10415-10430. [PMID: 33752173 PMCID: PMC8064228 DOI: 10.18632/aging.202802] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 03/05/2021] [Indexed: 05/07/2023]
Abstract
Exosome-mediated intercellular communication is considered to be an effective mode for malignant cells to transform biological behaviors in stromal cells. However, the mechanisms by which exosomes modulate macrophages within tumor microenvironment remain largely unclear. In this study, we found that both adriamycin-resistant breast cancer (BCa) cells and the corresponding exosomes (A/exo) were capable of inducing macrophages M2 polarization, which promoted the mobility, proliferation, migration and invasion of BCa cells. Since exosomes deliver microRNAs to affect cellular functions in recipient cells, we confirmed that miR-222 was significantly enriched in A/exo and could be successfully transferred to macrophages. Increased miR-222 level was also detected in exosomes derived from plasma and tissues of chemoresistant patients. Moreover, exosomal miR-222 from A/exo polarized M2 macrophages by targeting PTEN and activating Akt signaling pathway, which promoted BCa cells progression in a feed back loop. Co-culture of adriamycin-resistant BCa cells with macrophages in which miR-222 was upregulated or treated with A/exo facilitated tumor growth in vivo. Collectively, our data demonstrated that chemoresistant BCa cells could remodel macrophages within tumor microenvironment by secreting exosomal miR-222, which directly targeted PTEN and caused Akt cascade activation and macrophages M2 polarization. Our findings may provide a foundation for a promising strategy of BCa treatment by targeting exosomes or exosomal miR-222.
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Affiliation(s)
- Wei-Xian Chen
- Department of Breast Surgery, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou 213000, Jiangsu Province, China
- Post-Doctoral Working Station, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou 213000, Jiangsu Province, China
| | - Dan-Dan Wang
- Department of Breast Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| | - Bei Zhu
- Department of Breast Surgery, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou 213000, Jiangsu Province, China
| | - Yi-Zhi Zhu
- Department of Pathology, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou 213000, Jiangsu Province, China
| | - Lin Zheng
- Department of Breast Surgery, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou 213000, Jiangsu Province, China
| | - Zhen-Qing Feng
- Key Laboratory of Antibody Technology, The National Health and Family Planning Commission, Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| | - Xi-Hu Qin
- Department of General Surgery, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou 213000, Jiangsu Province, China
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21
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Schnabel E, Knoll M, Schwager C, Warta R, Mock A, Campos B, König L, Jungk C, Wick W, Unterberg A, Debus J, Herold-Mende C, Abdollahi A. Prognostic Value of microRNA-221/2 and 17-92 Families in Primary Glioblastoma Patients Treated with Postoperative Radiotherapy. Int J Mol Sci 2021; 22:ijms22062960. [PMID: 33803955 PMCID: PMC7998975 DOI: 10.3390/ijms22062960] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 03/08/2021] [Accepted: 03/08/2021] [Indexed: 12/21/2022] Open
Abstract
MicroRNAs (miRs) are non-coding master regulators of transcriptome that could act as tumor suppressors (TSs) or oncogenes (oncomiRs). We aimed to systematically investigate the relevance of miRs as prognostic biomarkers in primary glioblastoma multiforme (GBM) treated with postoperative radio(chemo)therapy (PORT). For hypothesis generation, tumor miR expression by Agilent 8x15K human microRNA microarrays and survival data from 482 GBM patients of The Cancer Genome Atlas (TCGA cohort) were analyzed using Cox-PH models. Expression of candidate miRs with prognostic relevance (miR-221/222; miR-17-5p, miR-18a, miR-19b) was validated by qRT-PCR using Taqman technology on an independent validation cohort of GBM patients (n = 109) treated at Heidelberg University Hospital (HD cohort). In TCGA, 50 miRs showed significant association with survival. Among the top ranked prognostic miRs were members of the two miR families miR-221/222 and miR-17-92. Loss of miR-221/222 was correlated with improved prognosis in both cohorts (TCGA, HD) and was an independent prognostic marker in a multivariate analysis considering demographic characteristics (age, sex, Karnofsky performance index (KPI)), molecular markers (O-6-methylguanine-DNA methyltransferase (MGMT) methylation, IDH mutation status) and PORT as co-variables. The prognostic value of miR-17-92 family members was ambiguous and in part contradictory by direct comparison of the two cohorts, thus warranting further validation in larger prospective trials.
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Affiliation(s)
- Elena Schnabel
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (E.S.); (M.K.); (C.S.); (A.M.); (L.K.); (J.D.)
- Heidelberg Ion-Beam Therapy Center (HIT), Divisions of Molecular & Translational Radiation Oncology, Heidelberg University Hospital (UKHD), 69120 Heidelberg, Germany
- National Center for Radiation Research in Oncology (NCRO), Heidelberg Institute of Radiation Oncology (HIRO), DKFZ and UKHD, 69120 Heidelberg, Germany
- CCU Translational Radiation Oncology, National Center for Tumor Diseases (NCT), DKFZ and UKHD, 69120 Heidelberg, Germany
- Center for Child and Adolescent Medicine, General Pediatrics, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Maximilian Knoll
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (E.S.); (M.K.); (C.S.); (A.M.); (L.K.); (J.D.)
- Heidelberg Ion-Beam Therapy Center (HIT), Divisions of Molecular & Translational Radiation Oncology, Heidelberg University Hospital (UKHD), 69120 Heidelberg, Germany
- National Center for Radiation Research in Oncology (NCRO), Heidelberg Institute of Radiation Oncology (HIRO), DKFZ and UKHD, 69120 Heidelberg, Germany
- CCU Translational Radiation Oncology, National Center for Tumor Diseases (NCT), DKFZ and UKHD, 69120 Heidelberg, Germany
| | - Christian Schwager
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (E.S.); (M.K.); (C.S.); (A.M.); (L.K.); (J.D.)
- Heidelberg Ion-Beam Therapy Center (HIT), Divisions of Molecular & Translational Radiation Oncology, Heidelberg University Hospital (UKHD), 69120 Heidelberg, Germany
- National Center for Radiation Research in Oncology (NCRO), Heidelberg Institute of Radiation Oncology (HIRO), DKFZ and UKHD, 69120 Heidelberg, Germany
- CCU Translational Radiation Oncology, National Center for Tumor Diseases (NCT), DKFZ and UKHD, 69120 Heidelberg, Germany
| | - Rolf Warta
- Division of Experimental Neurosurgery, Department of Neurosurgery, Heidelberg University Hospital, 69120 Heidelberg, Germany; (R.W.); (B.C.); (C.J.); (A.U.); (C.H.-M.)
| | - Andreas Mock
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (E.S.); (M.K.); (C.S.); (A.M.); (L.K.); (J.D.)
- Division of Experimental Neurosurgery, Department of Neurosurgery, Heidelberg University Hospital, 69120 Heidelberg, Germany; (R.W.); (B.C.); (C.J.); (A.U.); (C.H.-M.)
- National Center for Tumor Diseases (NCT) Heidelberg, Department of Medical Oncology, Heidelberg University Hospital, 69120 Heidelberg, Germany
- National Center for Tumor Diseases (NCT) Heidelberg, Department of Translational Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Benito Campos
- Division of Experimental Neurosurgery, Department of Neurosurgery, Heidelberg University Hospital, 69120 Heidelberg, Germany; (R.W.); (B.C.); (C.J.); (A.U.); (C.H.-M.)
| | - Laila König
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (E.S.); (M.K.); (C.S.); (A.M.); (L.K.); (J.D.)
- Heidelberg Ion-Beam Therapy Center (HIT), Divisions of Molecular & Translational Radiation Oncology, Heidelberg University Hospital (UKHD), 69120 Heidelberg, Germany
- National Center for Radiation Research in Oncology (NCRO), Heidelberg Institute of Radiation Oncology (HIRO), DKFZ and UKHD, 69120 Heidelberg, Germany
- CCU Translational Radiation Oncology, National Center for Tumor Diseases (NCT), DKFZ and UKHD, 69120 Heidelberg, Germany
| | - Christine Jungk
- Division of Experimental Neurosurgery, Department of Neurosurgery, Heidelberg University Hospital, 69120 Heidelberg, Germany; (R.W.); (B.C.); (C.J.); (A.U.); (C.H.-M.)
| | - Wolfgang Wick
- Department of Neuro-Oncology, Heidelberg University Hospital, 69120 Heidelberg, Germany;
| | - Andreas Unterberg
- Division of Experimental Neurosurgery, Department of Neurosurgery, Heidelberg University Hospital, 69120 Heidelberg, Germany; (R.W.); (B.C.); (C.J.); (A.U.); (C.H.-M.)
| | - Jürgen Debus
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (E.S.); (M.K.); (C.S.); (A.M.); (L.K.); (J.D.)
- Heidelberg Ion-Beam Therapy Center (HIT), Divisions of Molecular & Translational Radiation Oncology, Heidelberg University Hospital (UKHD), 69120 Heidelberg, Germany
- National Center for Radiation Research in Oncology (NCRO), Heidelberg Institute of Radiation Oncology (HIRO), DKFZ and UKHD, 69120 Heidelberg, Germany
- CCU Translational Radiation Oncology, National Center for Tumor Diseases (NCT), DKFZ and UKHD, 69120 Heidelberg, Germany
| | - Christel Herold-Mende
- Division of Experimental Neurosurgery, Department of Neurosurgery, Heidelberg University Hospital, 69120 Heidelberg, Germany; (R.W.); (B.C.); (C.J.); (A.U.); (C.H.-M.)
| | - Amir Abdollahi
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (E.S.); (M.K.); (C.S.); (A.M.); (L.K.); (J.D.)
- Heidelberg Ion-Beam Therapy Center (HIT), Divisions of Molecular & Translational Radiation Oncology, Heidelberg University Hospital (UKHD), 69120 Heidelberg, Germany
- National Center for Radiation Research in Oncology (NCRO), Heidelberg Institute of Radiation Oncology (HIRO), DKFZ and UKHD, 69120 Heidelberg, Germany
- CCU Translational Radiation Oncology, National Center for Tumor Diseases (NCT), DKFZ and UKHD, 69120 Heidelberg, Germany
- Correspondence:
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Thomas L, Florio T, Perez-Castro C. Extracellular Vesicles Loaded miRNAs as Potential Modulators Shared Between Glioblastoma, and Parkinson's and Alzheimer's Diseases. Front Cell Neurosci 2020; 14:590034. [PMID: 33328891 PMCID: PMC7671965 DOI: 10.3389/fncel.2020.590034] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 10/07/2020] [Indexed: 12/14/2022] Open
Abstract
Glioblastoma (GBM) is the deadliest brain tumor. Its poor prognosis is due to cell heterogeneity, invasiveness, and high vascularization that impede an efficient therapeutic approach. In the past few years, several molecular links connecting GBM to neurodegenerative diseases (NDDs) were identified at preclinical and clinical level. In particular, giving the increasing critical role that epigenetic alterations play in both GBM and NDDs, we deeply analyzed the role of miRNAs, small non-coding RNAs acting epigenetic modulators in several key biological processes. Specific miRNAs, transported by extracellular vesicles (EVs), act as intercellular communication signals in both diseases. In this way, miRNA-loaded EVs modulate GBM tumorigenesis, as they spread oncogenic signaling within brain parenchyma, and control the aggregation of neurotoxic protein (Tau, Aβ-amyloid peptide, and α-synuclein) in NDDs. In this review, we highlight the most promising miRNAs linking GBM and NDDs playing a significant pathogenic role in both diseases.
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Affiliation(s)
- Laura Thomas
- Instituto de Investigación en Biomedicina de Buenos Aires – Consejo Nacional de Investigaciones Científicas y Técnicas – Partner Institute of the Max Planck Society, Buenos Aires, Argentina
| | - Tullio Florio
- Sezione di Farmacologia, Dipartimento di Medicina Interna and Centro di Eccellenza per la Ricerca Biomedica, Università di Genova, Genova, Italy
- IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Carolina Perez-Castro
- Instituto de Investigación en Biomedicina de Buenos Aires – Consejo Nacional de Investigaciones Científicas y Técnicas – Partner Institute of the Max Planck Society, Buenos Aires, Argentina
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23
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Wang H, Wu B, Wang J, Hu Y, Dai X, Ye L, Cheng H. Methylation associated miR-1246 contributes to poor prognosis in gliomas treated with temozolomide. Clin Neurol Neurosurg 2020; 200:106344. [PMID: 33153768 DOI: 10.1016/j.clineuro.2020.106344] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 10/16/2020] [Accepted: 10/27/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Glioblastoma (GBM) is the most aggressive type of glioma. In this study, we aimed to investigate the biological functions and the possible mechanisms of miR-1246 in glioma. METHODS A miRNA-seq array was conducted in both the tumor tissues and the glioma cell lines treated with 5-Aza to determine the methylation statues of miRNAs. Quantitative real-time polymerase chain reaction (qRT-PCR) was conducted to verify the miR-1246 expressions. We used overall survival (OS) and the progress-free survival (PFS) to investigate the clinical significance of miR-1246 in the prognosis of glioma patients. Additionally, bioinformatic analysis was used for discovering the potential targets of miR-1246. Cell viability, wound-healing assay and protein expression tests were conducted after the transfection or knockdown of miR-1246 and CCNG2, respectively. RESULTS We found the reduced expression of miR-1246 in IDH1MUT tumor tissues and the increased expression in the glioma cell lines treated with 5-Aza. Therefore, miR-1246 was selected as a candidate for further analysis. Kaplan-Meier analysis showed that the glioma patients with the high level of miR-1246 had the worst survival rate compared to the low level counterparts. Overexpression of miR-1246 promoted cell proliferation, migration and invasion in glioma cells. Moreover, the results showed that the downregulation of miR-1246 decreased chemoresistance by targeting CCNG2. In addition, Gene ontology (GO) analysis revealed that miR-1246 was associated with the regulations of transcription, cell cycle, cell proliferation, cell adhesion and apoptosis. CONCLUSION These results indicated that the miR-1246/CCNG2 axis might be a potential target for improving the drug resistance in glioma.
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Affiliation(s)
- Haoyuan Wang
- Department of Neurosurgery, First Affiliated Hospital of Anhui Medical University, Jixi 218, Hefei, 230022, Anhui, China; Chinese Glioma Cooperative Group (CGCG), Beijing, China
| | - Bingshan Wu
- Department of Neurosurgery, First Affiliated Hospital of Anhui Medical University, Jixi 218, Hefei, 230022, Anhui, China
| | - Jingtao Wang
- Department of Neurosurgery, First Affiliated Hospital of Anhui Medical University, Jixi 218, Hefei, 230022, Anhui, China
| | - Yangchun Hu
- Department of Neurosurgery, First Affiliated Hospital of Anhui Medical University, Jixi 218, Hefei, 230022, Anhui, China
| | - Xingliang Dai
- Department of Neurosurgery, First Affiliated Hospital of Anhui Medical University, Jixi 218, Hefei, 230022, Anhui, China
| | - Lei Ye
- Department of Neurosurgery, First Affiliated Hospital of Anhui Medical University, Jixi 218, Hefei, 230022, Anhui, China.
| | - Hongwei Cheng
- Department of Neurosurgery, First Affiliated Hospital of Anhui Medical University, Jixi 218, Hefei, 230022, Anhui, China.
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Rezaei O, Honarmand K, Nateghinia S, Taheri M, Ghafouri-Fard S. miRNA signature in glioblastoma: Potential biomarkers and therapeutic targets. Exp Mol Pathol 2020; 117:104550. [PMID: 33010295 DOI: 10.1016/j.yexmp.2020.104550] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Revised: 09/19/2020] [Accepted: 09/28/2020] [Indexed: 02/06/2023]
Abstract
MicroRNAs (miRNAs) are transcripts with sizes of about 22 nucleotides, which are produced through a multistep process in the nucleus and cytoplasm. These transcripts modulate the expression of their target genes through binding with certain target regions, particularly 3' suntranslated regions. They are involved in the pathogenesis of several kinds of cancers, such as glioblastoma. Several miRNAs, including miR-10b, miR-21, miR-17-92-cluster, and miR-93, have been up-regulated in glioblastoma cell lines and clinical samples. On the other hand, expression of miR-7, miR-29b, miR-32, miR-34, miR-181 family members, and a number of other miRNAs have been decreased in this type of cancer. In the current review, we explain the role of miRNAs in the pathogenesis of glioblastoma through providing a summary of studies that reported dysregulation of these epigenetic effectors in this kind of brain cancer.
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Affiliation(s)
- Omidvar Rezaei
- Skull Base Research Center, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Kasra Honarmand
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Saeedeh Nateghinia
- Skull Base Research Center, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Taheri
- Urogenital Stem Cell Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Soudeh Ghafouri-Fard
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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25
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Prognostic Role of MicroRNA 222 in Patients with Glioma: A Meta-analysis. BIOMED RESEARCH INTERNATIONAL 2020; 2020:4689689. [PMID: 33029509 PMCID: PMC7533000 DOI: 10.1155/2020/4689689] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 09/10/2020] [Accepted: 09/15/2020] [Indexed: 02/05/2023]
Abstract
Background Several studies have focused on the prognostic role of microRNA 222 in glioma. But different conclusions were drawn by these studies. We aimed to systematically evaluate the role of microRNA 222 in glioma by conducting a meta-analysis. Methods A systematic literature search until January 2020 was conducted in Web of Science, EMBASE, Cochrane Library, PubMed, and China National Knowledge Infrastructure. The general characteristics and relevant data of nine articles were extracted. Hazard ratios (HRs) with 95% confidence intervals (CIs) were applied to evaluate the prognostic role of microRNA 222 in glioma. The primary outcomes were overall survival (OS) and disease-free survival (DFS). Results Nine articles (11 data sets) with 1564 patients were included. We systematically evaluated the role of microRNA 222 for OS and DFS in glioma patients (HR for OS = 1.72; 95% CI, 1.31-2.26; p = 0.001; HR for DFS = 1.02; 95% CI, 0.86-1.22; p = 0.032). Subgroup analyses were performed according to the sources of patients, the types of the samples, the stages of the tumors, the methods for detecting the microRNA 222, and the sample size. No significant publication bias was found. Conclusion In conclusion, our study provided evidence that a high expression of microRNA 222 was related to worse overall survival in glioma patients. However, given the limited study number, more high-quality studies are warranted in the future.
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26
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LncRNA BCYRN1 inhibits glioma tumorigenesis by competitively binding with miR-619-5p to regulate CUEDC2 expression and the PTEN/AKT/p21 pathway. Oncogene 2020; 39:6879-6892. [PMID: 32978519 PMCID: PMC7644463 DOI: 10.1038/s41388-020-01466-x] [Citation(s) in RCA: 83] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 08/05/2020] [Accepted: 09/10/2020] [Indexed: 12/13/2022]
Abstract
Glioma is the most common malignant tumor in the central nervous system. Altered long noncoding RNAs (lncRNAs) are playing regulatory roles in physiological and pathogenic processes in cancer. Here, we uncovered a differentially expressed lncRNA called brain cytoplasmic RNA 1 (BCYRN1), and elucidated its function and molecular mechanism in the progression and development of glioma. Three fresh tumor tissues from glioma patients and three normal brain tissues from craniocerebral trauma patients were prepared for high-throughput RNA sequencing. Differential RNA transcripts and BCYRN1 were identified by RT-qPCR in glioma samples and controls. CCK-8, colony formation assays, flow cytometry, TUNEL assays, cell migration assays, wound-healing assays, and xenograft model were established to investigate the biological function of BCYRN1 both in vitro and in vivo. Various bioinformatics analysis, dual-luciferase reporter assays, biotinylated RNA pulldown assays, and rescue experiments were conducted to reveal the underlying mechanisms of competitive endogenous RNAs (ceRNAs). 183 lncRNAs were identified with significant dysregulation in glioma and randomly selected differential RNAs were further confirmed by RT-qPCR. Among them, BCYRN1 was the most downregulated lncRNA, and its low expression positively correlated with glioma progression. Functionally, BCYRN1 overexpression inhibited cell proliferation, migration in glioma cell lines, whereas BCYRN1 depletion resulted in the opposite way. MiR-619-5p was further confirmed as the direct target of BCYRN1. Mechanistically, miR-619-5p specifically targeted the CUE domain containing protein 2 (CUEDC2), and BCYRN1/miR-619-5p suppressed glioma tumorigenesis by inactivating PTEN/AKT/p21 pathway in a CUEDC2-dependent manner. Overall, our data presented that the reduced expression of BCYRN1 was associated with poor patient outcome in glioma. BCYRN1 functioned as a ceRNA to inhibit glioma progression by sponging miR-619-5p to regulate CUEDC2 expression and PTEN/AKT/p21 pathway. Our results indicated that BCYRN1 exerted tumor suppressor potential and might be a candidate in the diagnosis and treatment of glioma.
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27
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Aguennouz M, Polito F, Visalli M, Vita G, Raffa G, Oteri R, Ghazi B, Scalia G, Angileri FF, Barresi V, Caffo M, Cardali S, Conti A, Macaione V, Bartolotta M, Giorgio RD, Germanò A. microRNA-10 and -221 modulate differential expression of Hippo signaling pathway in human astroglial tumors. Cancer Treat Res Commun 2020; 24:100203. [PMID: 32777750 DOI: 10.1016/j.ctarc.2020.100203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 07/07/2020] [Accepted: 07/20/2020] [Indexed: 10/23/2022]
Abstract
Gliomas represent over 70% of all brain tumors, they are highly invasive and structurally vascular neoplasms. Despite the latest technological advance in neuro-surgery the survival of patients with high-grade glioma remains poor. The lack of robust treatment options has propelled the search for new markers that may able allow the identification of patients who can benefit from molecularly targeted therapies. The Hippo signaling pathway is considered as a key regulator of tissue homeostasis, cell proliferation and apoptosis, and alterations of this pathway seem to contribute to tumorigenesis. Yes-associated protein (YAP1) is a downstream target of the Hippo pathway which acts as a transcription co-activator. In cancer, YAP1 has been reported to function either as an oncogene or tumor suppressor, depending on the cell context. The aim of this study was to examine the expression of YAP1, Survivin and LATS1 kinase activity in human astroglial tumors with different grades of malignancy. Moreover, we also investigated the expression of miR-221 and miR-10b and their relationship with core molecules of the Hippo pathway. Our results showed the overexpression of YAP1 and Survivin as well as a decreased activity of large tumor suppressor 1 (LATS1) in high-grade glioblastoma versus anaplastic astrocytoma and low-grade glioma. Furthermore, we also demonstrated that miR-221 and miR-10b are specifically involved in Hippo signaling via LATS1 regulation and that their knockdown significantly decreased glioma cell proliferation. This preliminary data confirmed the crucial role of the Hippo pathway in cancer and suggested that miR-221 and miR-10b could be potential therapeutic targets for glioma treatment.
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Affiliation(s)
- M'hammed Aguennouz
- Department of Clinical and Experimental Medicine, University of Messina, Italy; Department of Medicine, Mohammed VI University of Health Sciences Casablanca, Casablanca, Morocco.
| | - Francesca Polito
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Maria Visalli
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Gianluca Vita
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Giovanni Raffa
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| | - Rosaria Oteri
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Bouchra Ghazi
- Department of Medicine, Mohammed VI University of Health Sciences Casablanca, Casablanca, Morocco
| | - Gianluca Scalia
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| | - Flavio F Angileri
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| | - Valeria Barresi
- Department of Diagnostics and Public Health, University of Verona, Italy
| | - Maria Caffo
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| | - Salvatore Cardali
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| | - Alfredo Conti
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Italy
| | - Vincenzo Macaione
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Marcello Bartolotta
- Department of Adult and Childhood Human Pathology, University of Messina, Italy
| | | | - Antonino Germanò
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
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Nix JS, Yuan M, Imada EL, Ames H, Marchionni L, Gutmann DH, Rodriguez FJ. Global microRNA profiling identified miR-10b-5p as a regulator of neurofibromatosis 1 (NF1)-glioma migration. Neuropathol Appl Neurobiol 2020; 47:96-107. [PMID: 32603552 DOI: 10.1111/nan.12641] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Revised: 06/14/2020] [Accepted: 06/30/2020] [Indexed: 01/12/2023]
Abstract
AIMS Neurofibromatosis 1 (NF1) is an autosomal-dominant cancer predisposition syndrome caused by loss of function alterations involving the NF1 locus on chromosome 17. The most common brain tumours encountered in affected patients are low-grade gliomas (pilocytic astrocytomas), although high-grade gliomas are also observed at increased frequency. While bi-allelic NF1 loss characterizes these tumours, previous studies have suggested noncoding RNA molecules (microRNA, miR) may have important roles in dictating glioma biology. METHODS To explore the contributions of miRs in NF1-associated gliomas, we analysed five high-grade gliomas (NF1-HGG) and five PAs (NF1-PA) using global microRNA profiling with NanoString-based microarrays followed by functional experiments with glioma cell lines. RESULTS miR-10b-5p, miR-135b-5p, miR-196a-5p, miR-196b-5p, miR-1247-5p and miR-320a (adjusted P < 0.05) were increased> 3-fold in NF1-HGG relative to NF1-PA tumours. In addition, miR-378b and miR-1305 were decreased 6.8- and 6-fold, respectively, whereas miR-451a was increased 2.7-fold (adjusted P < 0.05) in NF1-PAs compared to non-neoplastic NF1 patient brain specimens (n = 2). As miR-10b-5p was the microRNA overexpressed the most in NF1-high-grade glioma compared to NF1-low-grade glioma (5.76 fold), we examined its levels in glioma cell lines. miR-10b-5p levels were highest in adult glioma cell lines and lowest in paediatric low-grade glioma lines (P = 0.02). miR-10b-5p knockdown resulted in decreased invasion in NF1-deficient LN229 high-grade glioma line, whereas its overexpression in the NF1-PA derived line (JHH-NF1-PA1) led to increased invasion. There was no change in cell growth (viability and proliferation). CONCLUSIONS These proof-of-concept experiments support a role for microRNA regulation in NF1-glioma biology.
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Affiliation(s)
- J S Nix
- Departments of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - M Yuan
- Departments of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - E L Imada
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - H Ames
- Department of Pathology, University of Maryland, Baltimore, MD, USA
| | - L Marchionni
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - D H Gutmann
- Department of Neurology, Washington University, St. Louis, Missouri, USA
| | - F J Rodriguez
- Departments of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Departments of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Zhang JH, Hou R, Pan Y, Gao Y, Yang Y, Tian W, Zhu YB. A five-microRNA signature for individualized prognosis evaluation and radiotherapy guidance in patients with diffuse lower-grade glioma. J Cell Mol Med 2020; 24:7504-7514. [PMID: 32412186 PMCID: PMC7339211 DOI: 10.1111/jcmm.15377] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 04/20/2020] [Accepted: 04/22/2020] [Indexed: 12/14/2022] Open
Abstract
Despite the prognostic value of IDH and other gene mutations found in diffuse glioma, markers that judge individual prognosis of patients with diffuse lower‐grade glioma (LGG) are still lacking. This study aims to develop an expression‐based microRNA signature to provide survival and radiotherapeutic response prediction for LGG patients. MicroRNA expression profiles and relevant clinical information of LGG patients were downloaded from The Cancer Genome Atlas (TCGA; the training group) and the Chinese Glioma Genome Atlas (CGGA; the test group). Cox regression analysis, random survival forests‐variable hunting (RSFVH) screening and receiver operating characteristic (ROC) were used to identify the prognostic microRNA signature. ROC and TimeROC curves were plotted to compare the predictive ability of IDH mutation and the signature. Stratification analysis was conducted in patients with radiotherapy information. Gene ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were performed to explore the biological function of the signature. We identified a five‐microRNA signature that can classify patients into low‐risk or high‐risk group with significantly different survival in the training and test datasets (P < 0.001). The five‐microRNA signature was proved to be superior to IDH mutation in survival prediction (AUCtraining = 0.688 vs 0.607). Stratification analysis found the signature could further divide patients after radiotherapy into two risk groups. GO and KEGG analyses revealed that microRNAs from the prognostic signature were mainly enriched in cancer‐associated pathways. The newly discovered five‐microRNA signature could predict survival and radiotherapeutic response of LGG patients based on individual microRNA expression.
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Affiliation(s)
- Jian-Hua Zhang
- Department of Blood Transfusion, Peking University People's Hospital, Beijing, China
| | - Ruiqin Hou
- Department of Blood Transfusion, Peking University People's Hospital, Beijing, China
| | - Yuhualei Pan
- Experimental and Translational Research Center, Beijing Friendship Hospital, Affiliated to the Capital University of Medical Sciences, Beijing, China
| | - Yuhan Gao
- Department of Blood Transfusion, Peking University People's Hospital, Beijing, China
| | - Ying Yang
- Department of Blood Transfusion, Peking University People's Hospital, Beijing, China
| | - Wenqin Tian
- Department of Blood Transfusion, Peking University People's Hospital, Beijing, China
| | - Yan-Bing Zhu
- Experimental and Translational Research Center, Beijing Friendship Hospital, Affiliated to the Capital University of Medical Sciences, Beijing, China
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Li Y, Guo D. Identification of Novel lncRNA Markers in Glioblastoma Multiforme and Their Clinical Significance: A Study Based on Multiple Sequencing Data. Onco Targets Ther 2020; 13:1087-1098. [PMID: 32099410 PMCID: PMC7007783 DOI: 10.2147/ott.s235951] [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] [Received: 10/24/2019] [Accepted: 01/22/2020] [Indexed: 12/13/2022] Open
Abstract
Background Long non-coding RNAs (lncRNAs) have been verified to have a vital role in the progression of glioblastoma multiforme (GBM). Our research was about to identify the potential lncRNAs which was closely associated with the pathogenesis and prognosis of glioblastoma multiforme. Methods All RNA sequence profiling data from patients with GBM were obtained from The Genotype-Tissue Expression (GTEx) and The Cancer Genome Atlas (TCGA). Differently expressed genes identified from GBM and control samples were used to construct competing endogenous RNA (ceRNA) network and perform corresponding functional enrichment analysis. Univariate Cox regression followed by lasso regression and multivariate Cox was used to validate independent lncRNA factors and construct a risk prediction model. Quantitative polymerase chain reaction (qPCR) was performed to verify the expression levels of potential lncRNA biomarkers in human GBM clinical specimens. A gene set enrichment analysis (GSEA) was subsequently conducted to explore potential signaling pathways in which critical lncRNAs may be involved. Moreover, nomogram plot was applied based on our prediction model and significant clinical covariates to visualize the prognosis of GBM patients. Results A total of 2023 differentially expressed genes (DEGs) including 56 lncRNAs, 1587 message RNAs (mRNAs) and 380 other RNAs were included. Based on predictive databases, 16lncRNAs, 32 microRNAs (miRNAs) and 99 mRNAs were used to construct a ceRNA network. Moreover, we performed a novel risk prediction model with 5 potential prognostic lncRNAs, in which 4 of them were newly identified in GBM, to predict the prognosis of GBM patients. Finally, a nomogram plot was constructed to illustrate the potential relationship between the prognosis of GBM and our risk prediction model and significant clinical covariates. Conclusion In this study, we identified 4 novel potential lncRNA biomarkers and constructed a prediction model of GBM prognosis. A simple-to-use nomogram was provided for further clinical application.
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Affiliation(s)
- Youwei Li
- Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
| | - Dongsheng Guo
- Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
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