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Yadav RP, Huo C, Budhathoki R, Budthapa P, Bhattarai BR, Rana M, Kim KH, Parajuli N. Antibacterial, Antifungal, and Cytotoxic Effects of Endophytic Streptomyces Species Isolated from the Himalayan Regions of Nepal and Their Metabolite Study. Biomedicines 2024; 12:2192. [PMID: 39457511 PMCID: PMC11505041 DOI: 10.3390/biomedicines12102192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 09/16/2024] [Accepted: 09/20/2024] [Indexed: 10/28/2024] Open
Abstract
Background/Objectives: Recently, antimicrobial-resistant pathogens and cancers have emerged as serious global health problems, highlighting the immediate need for novel therapeutics. Consequently, we aimed to isolate and characterize endophytic Streptomyces strains from the rhizospheres of the Himalayan region of Nepal and identify specialized metabolites with antibacterial, antifungal, and cytotoxic potential. Methods: To isolate Streptomyces sp., we collected two soil samples and cultured them on an ISP4 medium after pretreatment. We isolated and identified the strains PY108 and PY109 using a combination of morphological observations and 16S rRNA gene sequencing. Results: The BLAST results showed that PY108 and PY109 resembled Streptomyces hundungensis PSB170 and Streptomyces sp. Ed-065 with 99.28% and 99.36% nucleotide similarity, respectively. Antibacterial assays of ethyl acetate (EA) extracts from both isolates PY108 and PY109 in a tryptic soy broth (TSB) medium were conducted against four pathogenic bacteria. They showed significant antibacterial potential against Staphylococcus aureus and Klebsiella pneumoniae. Similarly, these extracts exhibited moderate antifungal activities against Saccharomyces cerevisiae and Aspergillus niger. Cytotoxicity assays on cervical cancer cells (HeLa) and breast cancer cells (MCF-7) revealed significant potential for both extracts. LC-MS/MS profiling of the EA extracts identified 27 specialized metabolites, including diketopiperazine derivatives, aureolic acid derivatives such as chromomycin A, and lipopeptide derivatives. In comparison, GC-MS analysis detected 34 metabolites, including actinomycin D and γ-sitosterol. Furthermore, a global natural product social molecular networking (GNPS)-based molecular networking analysis dereplicated 24 metabolites in both extracts. Conclusions: These findings underscore the potential of endophytic Streptomyces sp. PY108 and PY109 to develop new therapeutics in the future.
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Affiliation(s)
- Ram Prabodh Yadav
- Central Department of Chemistry, Tribhuvan University, Kirtipur 44618, Nepal; (R.P.Y.); (R.B.); (P.B.)
| | - Chen Huo
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea;
| | - Rabin Budhathoki
- Central Department of Chemistry, Tribhuvan University, Kirtipur 44618, Nepal; (R.P.Y.); (R.B.); (P.B.)
| | - Padamlal Budthapa
- Central Department of Chemistry, Tribhuvan University, Kirtipur 44618, Nepal; (R.P.Y.); (R.B.); (P.B.)
| | - Bibek Raj Bhattarai
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409-1061, USA;
| | - Monika Rana
- Central Department of Biotechnology, Tribhuvan University, Kirtipur 44618, Nepal;
| | - Ki Hyun Kim
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea;
| | - Niranjan Parajuli
- Central Department of Chemistry, Tribhuvan University, Kirtipur 44618, Nepal; (R.P.Y.); (R.B.); (P.B.)
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2
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Wu D, Li X, Khan FA, Yuan C, Pandupuspitasari NS, Huang C, Sun F, Guan K. tRNA modifications and tRNA-derived small RNAs: new insights of tRNA in human disease. Cell Biol Toxicol 2024; 40:76. [PMID: 39276283 PMCID: PMC11401796 DOI: 10.1007/s10565-024-09919-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 09/04/2024] [Indexed: 09/16/2024]
Abstract
tRNAs are codon decoders that convert the transcriptome into the proteome. The field of tRNA research is excited by the increasing discovery of specific tRNA modifications that are installed at specific, evolutionarily conserved positions by a set of specialized tRNA-modifying enzymes and the biogenesis of tRNA-derived regulatory fragments (tsRNAs) which exhibit copious activities through multiple mechanisms. Dysregulation of tRNA modification usually has pathological consequences, a phenomenon referred to as "tRNA modopathy". Current evidence suggests that certain tRNA-modifying enzymes and tsRNAs may serve as promising diagnostic biomarkers and therapeutic targets, particularly for chemoresistant cancers. In this review, we discuss the latest discoveries that elucidate the molecular mechanisms underlying the functions of clinically relevant tRNA modifications and tsRNAs, with a focus on malignancies. We also discuss the therapeutic potential of tRNA/tsRNA-based therapies, aiming to provide insights for the development of innovative therapeutic strategies. Further efforts to unravel the complexities inherent in tRNA biology hold the promise of yielding better biomarkers for the diagnosis and prognosis of diseases, thereby advancing the development of precision medicine for health improvement.
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Affiliation(s)
- Di Wu
- Institute of Reproductive Medicine, School of Medicine, Nantong University, Nantong, 226001, China
| | - Xiuling Li
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450046, China
| | - Faheem Ahmed Khan
- Research Center for Animal Husbandry, National Research and Innovation Agency, Jakarta Pusat, 10340, Indonesia
| | - Chenyang Yuan
- College of Veterinary Medicine, Northwest A&F University, Yangling, 712100, China
| | | | - Chunjie Huang
- Institute of Reproductive Medicine, School of Medicine, Nantong University, Nantong, 226001, China.
| | - Fei Sun
- Institute of Reproductive Medicine, School of Medicine, Nantong University, Nantong, 226001, China.
| | - Kaifeng Guan
- School of Advanced Agricultural Sciences, Peking University, Beijing, 100871, China.
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3
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Zhu T, Wu BW. Recognition of necroptosis: From molecular mechanisms to detection methods. Biomed Pharmacother 2024; 178:117196. [PMID: 39053418 DOI: 10.1016/j.biopha.2024.117196] [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: 05/11/2024] [Revised: 07/05/2024] [Accepted: 07/22/2024] [Indexed: 07/27/2024] Open
Abstract
Necroptosis is a crucial modality of programmed cell death characterized by distinct morphological and biochemical hallmarks, including cell membrane rupture, organelle swelling, cytoplasmic and nuclear disintegration, cellular contents leakage, and release of damage-associated molecular patterns (DAMPs), accompanied by the inflammatory responses. Studies have shown that necroptosis is involved in the etiology and evolution of a variety of pathologies including organ damage, inflammation disorders, and cancer. Despite its significance, the field of necroptosis research grapples with the challenge of non-standardized detection methodologies. In this review, we introduce the fundamental concepts and molecular mechanisms of necroptosis and critically appraise the principles, merits, and inherent limitations of current detection technologies. This endeavor seeks to establish a methodological framework for necroptosis detection, thereby propelling deeper insights into the research of cell necroptosis.
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Affiliation(s)
- Ting Zhu
- Department of pharmacy, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang 441000, China
| | - Bo-Wen Wu
- School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China.
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4
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Nafe R, Hattingen E. Forms of Non-Apoptotic Cell Death and Their Role in Gliomas-Presentation of the Current State of Knowledge. Biomedicines 2024; 12:1546. [PMID: 39062119 PMCID: PMC11274595 DOI: 10.3390/biomedicines12071546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 07/05/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024] Open
Abstract
In addition to necrosis and apoptosis, the two forms of cell death that have been known for many decades, other non-apoptotic forms of cell death have been discovered, many of which also play a role in tumors. Starting with the description of autophagy more than 60 years ago, newer forms of cell death have become important for the biology of tumors, such as ferroptosis, pyroptosis, necroptosis, and paraptosis. In this review, all non-apoptotic and oncologically relevant forms of programmed cell death are presented, starting with their first descriptions, their molecular characteristics, and their role and their interactions in cell physiology and pathophysiology. Based on these descriptions, the current state of knowledge about their alterations and their role in gliomas will be presented. In addition, current efforts to therapeutically influence the molecular components of these forms of cell death will be discussed. Although research into their exact role in gliomas is still at a rather early stage, our review clarifies that all these non-apoptotic forms of cell death show significant alterations in gliomas and that important insight into understanding them has already been gained.
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Affiliation(s)
- Reinhold Nafe
- Department of Neuroradiology, Clinics of Johann Wolfgang Goethe-University, Schleusenweg 2-16, D-60528 Frankfurt am Main, Germany;
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5
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Pagano C, Coppola L, Navarra G, Avilia G, Savarese B, Torelli G, Bruzzaniti S, Piemonte E, Galgani M, Laezza C, Bifulco M. N6-isopentenyladenosine inhibits aerobic glycolysis in glioblastoma cells by targeting PKM2 expression and activity. FEBS Open Bio 2024; 14:843-854. [PMID: 38514913 PMCID: PMC11073503 DOI: 10.1002/2211-5463.13766] [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: 09/18/2023] [Revised: 12/20/2023] [Accepted: 01/08/2024] [Indexed: 03/23/2024] Open
Abstract
Glioblastoma (GBM) is a primary tumor in the central nervous system with poor prognosis. It exhibits elevated glucose uptake and lactate production. This metabolic state of aerobic glycolysis is known as the Warburg effect. N6-isopentenyladenosine (iPA), a natural cytokine modified with an isopentenyl moiety derived from the mevalonate pathway, has well-established anti-tumor activity. It inhibits cell proliferation in glioma cells, inducing cell death by apoptosis and/or necroptosis. In the present study, we found that iPA inhibits aerobic glycolysis in unmodified U87MG cells and in the same cell line engineered to over-express wild-type epidermal growth factor receptor (EGFR) or EGFR variant III (vIII), as well as in a primary GBM4 patient-derived cell line. The detection of glycolysis showed that iPA treatment suppressed ATP and lactate production. We also evaluated the response of iPA treatment in normal human astrocyte primary cells, healthy counterpart cells of the brain. Aerobic glycolysis in treated normal human astrocyte cells did not show significant changes compared to GBM cells. To determine the mechanism of iPA action on aerobic glycolysis, we investigated the expression of certain enzymes involved in this metabolic pathway. We observed that iPA reduced the expression of pyruvate kinase M2 (PKM2), which plays a key role in the regulation of aerobic glycolysis, promoting tumor cell proliferation. The reduction of PKM2 expression is a result of the inhibition of the inhibitor of nuclear factor kappa-B kinase subunit, beta/nuclear factor-kappa B pathway upon iPA treatment. In conclusion, these experimental results show that iPA may inhibit aerobic glycolysis of GBM in stabilized cell lines and primary GBM cells by targeting the expression and activity of PKM2.
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Affiliation(s)
- Cristina Pagano
- Department of Molecular Medicine and Medical BiotechnologyUniversity of Naples ‘Federico II’NaplesItaly
| | - Laura Coppola
- Department of Molecular Medicine and Medical BiotechnologyUniversity of Naples ‘Federico II’NaplesItaly
| | - Giovanna Navarra
- Department of Molecular Medicine and Medical BiotechnologyUniversity of Naples ‘Federico II’NaplesItaly
| | - Giorgio Avilia
- Department of Molecular Medicine and Medical BiotechnologyUniversity of Naples ‘Federico II’NaplesItaly
| | - Beatrice Savarese
- Department of Molecular Medicine and Medical BiotechnologyUniversity of Naples ‘Federico II’NaplesItaly
| | - Giovanni Torelli
- Neurosurgery Unit A.O. San Giovanni di Dio e Ruggi d' Aragona – Salerno's School of Medicine Largo Città di IppocrateSalernoItaly
| | - Sara Bruzzaniti
- Institute of Endocrinology and Experimental Oncology (IEOS)National Research Council (CNR)NaplesItaly
| | - Erica Piemonte
- Department of Molecular Medicine and Medical BiotechnologyUniversity of Naples ‘Federico II’NaplesItaly
| | - Mario Galgani
- Department of Molecular Medicine and Medical BiotechnologyUniversity of Naples ‘Federico II’NaplesItaly
| | - Chiara Laezza
- Institute of Endocrinology and Experimental Oncology (IEOS)National Research Council (CNR)NaplesItaly
| | - Maurizio Bifulco
- Department of Molecular Medicine and Medical BiotechnologyUniversity of Naples ‘Federico II’NaplesItaly
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6
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Zhu J, Li J, Yang K, Chen Y, Wang J, He Y, Shen K, Wang K, Shi T, Chen W. NR4A1 depletion inhibits colorectal cancer progression by promoting necroptosis via the RIG-I-like receptor pathway. Cancer Lett 2024; 585:216693. [PMID: 38301909 DOI: 10.1016/j.canlet.2024.216693] [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: 09/28/2023] [Revised: 01/15/2024] [Accepted: 01/26/2024] [Indexed: 02/03/2024]
Abstract
Necroptosis is a regulated necrotic cell death mechanism and plays a crucial role in the progression of cancers. However, the potential role and mechanism of necroptosis in colorectal cancer (CRC) has not been fully elucidated. In this study, we found that nuclear receptor subfamily 4 group A member 1 (NR4A1) was highly expressed in CRC cells treated with TNF-α, Smac mimetic, and z-VAD-FMK (TSZ). The depletion of NR4A1 significantly enhanced the sensitivity of CRC cells to TSZ-induced necroptosis, while NR4A1 overexpression suppressed these effects, as evidenced by the LDH assay, flow cytometry analysis of cell death, PI staining, and expression analysis of necrosome complexes (RIPK1, RIPK3, and MLKL). Moreover, NR4A1 deficiency made HT29 xenograft tumors sensitive to necroptotic cell death in vivo. Mechanistically, NR4A1 depletion promoted necroptosis activation in CRC through the RIG-I-like receptor pathway by interacting with DDX3. Importantly, the RIG-I pathway agonist poly(I:C) or inhibitor cFP abolished the effects of NR4A1 overexpression or suppression on necroptosis in CRC cells. Moreover, we observed that NR4A1 was highly expressed in CRC tissues and was associated with a poor prognosis. In conclusion, our results suggest that NR4A1 plays a critical role in modulating necroptosis in CRC cells and provide a new therapeutic target for CRC.
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Affiliation(s)
- Jinghan Zhu
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, China; Jiangsu Key Laboratory of Clinical Immunology, Soochow University, Suzhou, China; Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Juntao Li
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, China; Jiangsu Key Laboratory of Clinical Immunology, Soochow University, Suzhou, China; Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Kexi Yang
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, China; Jiangsu Key Laboratory of Clinical Immunology, Soochow University, Suzhou, China; Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yuqi Chen
- Department of Gastroenterology, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, China
| | - Jiayu Wang
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, China; Jiangsu Key Laboratory of Clinical Immunology, Soochow University, Suzhou, China; Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yuxin He
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, China; Jiangsu Key Laboratory of Clinical Immunology, Soochow University, Suzhou, China; Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Kanger Shen
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, China; Jiangsu Key Laboratory of Clinical Immunology, Soochow University, Suzhou, China; Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Kun Wang
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, China; Jiangsu Key Laboratory of Clinical Immunology, Soochow University, Suzhou, China; Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Tongguo Shi
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, China.
| | - Weichang Chen
- Jiangsu Key Laboratory of Clinical Immunology, Soochow University, Suzhou, China; Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China.
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7
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Lin Y, Gong H, Liu J, Hu Z, Gao M, Yu W, Liu J. HECW1 induces NCOA4-regulated ferroptosis in glioma through the ubiquitination and degradation of ZNF350. Cell Death Dis 2023; 14:794. [PMID: 38049396 PMCID: PMC10695927 DOI: 10.1038/s41419-023-06322-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 11/12/2023] [Accepted: 11/21/2023] [Indexed: 12/06/2023]
Abstract
Tumor suppression by inducing NCOA4-mediated ferroptosis has been shown to be feasible in a variety of tumors, including gliomas. However, the regulatory mechanism of ferroptosis induced by NCOA4 in glioma has not been studied deeply. HECW1 and ZNF350 are involved in the biological processes of many tumors, but their specific effects and mechanisms on glioma are still unclear. In this study, we found that HECW1 decreased the survival rate of glioma cells and enhanced iron accumulation, lipid peroxidation, whereas ZNF350 showed the opposite effect. Mechanistically, HECW1 directly regulated the ubiquitination and degradation of ZNF350, eliminated the transcriptional inhibition of NCOA4 by ZNF350, and ultimately activated NCOA4-mediated iron accumulation, lipid peroxidation, and ferroptosis. We demonstrate that HECW1 induces ferroptosis and highlight the value of HECW1 and ZNF350 in the prognostic evaluation of patients with glioma. We also elucidate the mechanisms underlying the HECW1/ZNF350/NCOA4 axis and its regulation of ferroptosis. Our findings enrich the understanding of ferroptosis and provide potential treatment options for glioma patients.
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Affiliation(s)
- Yuancai Lin
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Hailong Gong
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Jinliang Liu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Zhiwen Hu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Mingjun Gao
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Wei Yu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Jing Liu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China.
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China.
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8
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Kaina B. Temozolomide, Procarbazine and Nitrosoureas in the Therapy of Malignant Gliomas: Update of Mechanisms, Drug Resistance and Therapeutic Implications. J Clin Med 2023; 12:7442. [PMID: 38068493 PMCID: PMC10707404 DOI: 10.3390/jcm12237442] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 11/24/2023] [Accepted: 11/29/2023] [Indexed: 12/21/2024] Open
Abstract
The genotoxic methylating agents temozolomide (TMZ) and procarbazine and the chloroethylating nitrosourea lomustine (CCNU) are part of the standard repertoire in the therapy of malignant gliomas (CNS WHO grade 3 and 4). This review describes the mechanisms of their cytotoxicity and cytostatic activity through apoptosis, necroptosis, drug-induced senescence, and autophagy, interaction of critical damage with radiation-induced lesions, mechanisms of glioblastoma resistance to alkylating agents, including the alkyltransferase MGMT, mismatch repair, DNA double-strand break repair and DNA damage responses, as well as IDH-1 and PARP-1. Cyclin-dependent kinase inhibitors such as regorafenib, synthetic lethality using PARP inhibitors, and alternative therapies including tumor-treating fields (TTF) and CUSP9v3 are discussed in the context of alkylating drug therapy and overcoming glioblastoma chemoresistance. Recent studies have revealed that senescence is the main trait induced by TMZ in glioblastoma cells, exhibiting hereupon the senescence-associated secretory phenotype (SASP). Strategies to eradicate therapy-induced senescence by means of senolytics as well as attenuating SASP by senomorphics are receiving increasing attention, with therapeutic implications to be discussed.
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Affiliation(s)
- Bernd Kaina
- Institute of Toxicology, University Medical Center, Obere Zahlbacher Str. 67, D-55131 Mainz, Germany
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9
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Della Monica R, Buonaiuto M, Cuomo M, Pagano C, Trio F, Costabile D, de Riso G, Cicala FS, Raia M, Franca RA, Del Basso De Caro M, Sorrentino D, Navarra G, Coppola L, Tripodi L, Pastore L, Hench J, Frank S, Schonauer C, Catapano G, Bifulco M, Chiariotti L, Visconti R. Targeted inhibition of the methyltransferase SETD8 synergizes with the Wee1 inhibitor adavosertib in restraining glioblastoma growth. Cell Death Dis 2023; 14:638. [PMID: 37758718 PMCID: PMC10533811 DOI: 10.1038/s41419-023-06167-3] [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: 03/14/2023] [Revised: 09/05/2023] [Accepted: 09/21/2023] [Indexed: 09/29/2023]
Abstract
Despite intense research efforts, glioblastoma remains an incurable brain tumor with a dismal median survival time of 15 months. Thus, identifying new therapeutic targets is an urgent need. Here, we show that the lysine methyltransferase SETD8 is overexpressed in 50% of high-grade gliomas. The small molecule SETD8 inhibitor UNC0379, as well as siRNA-mediated inhibition of SETD8, blocked glioblastoma cell proliferation, by inducing DNA damage and activating cell cycle checkpoints. Specifically, in p53-proficient glioblastoma cells, SETD8 inhibition and DNA damage induced p21 accumulation and G1/S arrest whereas, in p53-deficient glioblastoma cells, DNA damage induced by SETD8 inhibition resulted in G2/M arrest mediated by Chk1 activation. Checkpoint abrogation, by the Wee1 kinase inhibitor adavosertib, induced glioblastoma cell lines and primary cells, DNA-damaged by UNC0379, to progress to mitosis where they died by mitotic catastrophe. Finally, UNC0379 and adavosertib synergized in restraining glioblastoma growth in a murine xenograft model, providing a strong rationale to further explore this novel pharmacological approach for adjuvant glioblastoma treatment.
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Affiliation(s)
- Rosa Della Monica
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy.
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy.
| | - Michela Buonaiuto
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy
| | - Mariella Cuomo
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy
| | - Cristina Pagano
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy
| | - Federica Trio
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy
| | - Davide Costabile
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy
- SEMM-European School of Molecular Medicine, University of Napoli "Federico II", Napoli, Italy
| | - Giulia de Riso
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy
| | - Francesca Sveva Cicala
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy
| | - Maddalena Raia
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy
| | | | | | | | - Giovanna Navarra
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy
| | - Laura Coppola
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy
| | - Lorella Tripodi
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy
| | - Lucio Pastore
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy
| | - Juergen Hench
- Institute for Medical Genetics and Pathology, Basel University Hospitals, Basel, Switzerland
| | - Stephan Frank
- Institute for Medical Genetics and Pathology, Basel University Hospitals, Basel, Switzerland
| | | | | | - Maurizio Bifulco
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy
| | - Lorenzo Chiariotti
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy.
- Department of Molecular Medicine and Medical Biotechnologies, University of Napoli "Federico II", Napoli, Italy.
| | - Roberta Visconti
- CEINGE-Advanced Biotechnologies "Franco Salvatore", Napoli, Italy.
- Institute for the Experimental Endocrinology and Oncology "G. Salvatore", National Council of Research of Italy, Napoli, Italy.
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10
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Haq MFU, Hussain MZ, Mahjabeen I, Akram Z, Saeed N, Shafique R, Abbasi SF, Kayani MA. Oncometabolic role of mitochondrial sirtuins in glioma patients. PLoS One 2023; 18:e0281840. [PMID: 36809279 PMCID: PMC9943017 DOI: 10.1371/journal.pone.0281840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 01/31/2023] [Indexed: 02/23/2023] Open
Abstract
Mitochondrial sirtuins have diverse role specifically in aging, metabolism and cancer. In cancer, these sirtuins play dichotomous role as tumor suppressor and promoter. Previous studies have reported the involvement of sirtuins in different cancers. However, till now no study has been published with respect to mitochondrial sirtuins and glioma risks. Present study was purposed to figure out the expression level of mitochondrial sirtuins (SIRT3, SIRT4, SIRT5) and related genes (GDH, OGG1-2α, SOD1, SOD2, HIF1α and PARP1) in 153 glioma tissue samples and 200 brain tissue samples from epilepsy patients (taken as controls). To understand the role of selected situins in gliomagenesis, DNA damage was measured using the comet assay and oncometabolic role (oxidative stress level, ATP level and NAD level) was measured using the ELISA and quantitative PCR. Results analysis showed significant down-regulation of SIRT4 (p = 0.0337), SIRT5 (p<0.0001), GDH (p = 0.0305), OGG1-2α (p = 0.0001), SOD1 (p<0.0001) and SOD2 (p<0.0001) in glioma patients compared to controls. In case of SIRT3 (p = 0.0322), HIF1α (p = 0.0385) and PARP1 (p = 0.0203), significant up-regulation was observed. ROC curve analysis and cox regression analysis showed the good diagnostic and prognostic value of mitochondrial sirtuins in glioma patients. Oncometabolic rate assessment analysis showed significant increased ATP level (p<0.0001), NAD+ level [(NMNAT1 (p<0.0001), NMNAT3 (p<0.0001) and NAMPT (p<0.04)] and glutathione level (p<0.0001) in glioma patients compared to controls. Significant increased level of damage ((p<0.04) and decrease level of antioxidant enzymes include superoxide dismutase (SOD, p<0.0001), catalase (CAT, p<0.0001) and glutathione peroxidase (GPx, p<0.0001) was observed in patients compared to controls. Present study data suggest that variation in expression pattern of mitochondrial sirtuins and increased metabolic rate may have diagnostic and prognostic significance in glioma patients.
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Affiliation(s)
- Maria Fazal Ul Haq
- Cancer Genetics and Epigenetics Research Group, Department of Biosciences, COMSATS University Islamabad, Islamabad, Pakistan
| | | | - Ishrat Mahjabeen
- Cancer Genetics and Epigenetics Research Group, Department of Biosciences, COMSATS University Islamabad, Islamabad, Pakistan
- * E-mail:
| | - Zertashia Akram
- Cancer Genetics and Epigenetics Research Group, Department of Biosciences, COMSATS University Islamabad, Islamabad, Pakistan
| | - Nadia Saeed
- Cancer Genetics and Epigenetics Research Group, Department of Biosciences, COMSATS University Islamabad, Islamabad, Pakistan
| | - Rabia Shafique
- Cancer Genetics and Epigenetics Research Group, Department of Biosciences, COMSATS University Islamabad, Islamabad, Pakistan
| | - Sumaira Fida Abbasi
- Cancer Genetics and Epigenetics Research Group, Department of Biosciences, COMSATS University Islamabad, Islamabad, Pakistan
| | - Mahmood Akhtar Kayani
- Cancer Genetics and Epigenetics Research Group, Department of Biosciences, COMSATS University Islamabad, Islamabad, Pakistan
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11
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Pagano C, Coppola L, Navarra G, Avilia G, Bruzzaniti S, Piemonte E, Galgani M, Della Monica R, Chiariotti L, Cuomo M, Buonaiuto M, Torelli G, Caiazzo P, Laezza C, Bifulco M. N6-Isopentenyladenosine Impairs Mitochondrial Metabolism through Inhibition of EGFR Translocation on Mitochondria in Glioblastoma Cells. Cancers (Basel) 2022; 14:cancers14246044. [PMID: 36551529 PMCID: PMC9776489 DOI: 10.3390/cancers14246044] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/30/2022] [Accepted: 12/06/2022] [Indexed: 12/13/2022] Open
Abstract
Glioblastoma multiforme (GBM) is the most aggressive malignant brain tumor and is poorly susceptible to cytotoxic therapies. Amplification of the epidermal growth factor receptor (EGFR) and deletion of exons 2 to 7, which generates EGFR variant III (vIII), are the most common molecular alterations of GBMs that contribute to the aggressiveness of the disease. Recently, it has been shown that EGFR/EGFRvIII-targeted inhibitors enhance mitochondrial translocation by causing mitochondrial accumulation of these receptors, promoting the tumor drug resistance; moreover, they negatively modulate intrinsic mitochondria-mediated apoptosis by sequestering PUMA, leading to impaired apoptotic response in GBM cells. N6-isopentenyladenosine (i6A or iPA), a cytokinin consisting of an adenosine linked to an isopentenyl group deriving from the mevalonate pathway, has antiproliferative effects on numerous tumor cells, including GBM cells, by inducing cell death in vitro and in vivo. Here, we observed that iPA inhibits the mitochondrial respiration in GBM cells by preventing the translocation of EGFR/EGFRvIII to the mitochondria and allowing PUMA to interact with them by promoting changes in mitochondrial activity, thus playing a critical role in cell death. Our findings clearly demonstrate that iPA interferes with mitochondrial bioenergetic capacity, providing a rationale for an effective strategy for treating GBM.
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Affiliation(s)
- Cristina Pagano
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
| | - Laura Coppola
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
| | - Giovanna Navarra
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
| | - Giorgio Avilia
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
| | - Sara Bruzzaniti
- Department of Biology, University of Naples “Federico II”, 80126 Naples, Italy
- Institute of Endocrinology and Experimental Oncology (IEOS), National Research Council (CNR), 80125 Naples, Italy
| | - Erica Piemonte
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
| | - Mario Galgani
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
- Institute of Endocrinology and Experimental Oncology (IEOS), National Research Council (CNR), 80125 Naples, Italy
| | - Rosa Della Monica
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
- CEINGE—Biotecnologie Avanzate, Via Gaetano Salvatore 486, 80131 Naples, Italy
| | - Lorenzo Chiariotti
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
- CEINGE—Biotecnologie Avanzate, Via Gaetano Salvatore 486, 80131 Naples, Italy
| | - Mariella Cuomo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
- CEINGE—Biotecnologie Avanzate, Via Gaetano Salvatore 486, 80131 Naples, Italy
| | - Michela Buonaiuto
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
- CEINGE—Biotecnologie Avanzate, Via Gaetano Salvatore 486, 80131 Naples, Italy
| | - Giovanni Torelli
- Neurosurgery Unit A.O. San Giovanni di Dio e Ruggi d’ Aragona, Salerno’s School of Medicine Largo Città di Ippocrate, 84131 Salerno, Italy
- Osservatorio Oncologico, 84091 Battipaglia, Italy
| | | | - Chiara Laezza
- Institute of Endocrinology and Experimental Oncology (IEOS), National Research Council (CNR), 80125 Naples, Italy
- Correspondence: or (C.L.); (M.B.)
| | - Maurizio Bifulco
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy
- Correspondence: or (C.L.); (M.B.)
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12
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Shao H, Wu W, Wang P, Han T, Zhuang C. Role of Necroptosis in Central Nervous System Diseases. ACS Chem Neurosci 2022; 13:3213-3229. [PMID: 36373337 DOI: 10.1021/acschemneuro.2c00405] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Necroptosis is a type of precisely regulated necrotic cell death activated in caspase-deficient conditions. Multiple factors initiate the necroptotic signaling pathway, including toll-like receptor 3/4, tumor necrosis factor (TNF), dsRNA viruses, and T cell receptors. Presently, TNF-induced necroptosis via the phosphorylation of three key proteins, receptor-interacting protein kinase 1, receptor-interacting protein kinase 3, and mixed lineage kinase domain-like protein, is the best-characterized process. Necroptosis induced by Z-DNA-binding protein 1 (ZBP-1) and toll/interleukin-1 receptor (TIR)-domain-containing adapter-inducing interferon (TRIF) plays a significant role in infectious diseases, such as influenza A virus, Zika virus, and herpesvirus infection. An increasing number of studies have demonstrated the close association of necroptosis with multiple diseases, and disrupting necroptosis has been confirmed to be effective for treating (or managing) these diseases. The central nervous system (CNS) exhibits unique physiological structures and immune characteristics. Necroptosis may occur without the sequential activation of signal proteins, and the necroptosis of supporting cells has more important implications in disease development. Additionally, necroptotic signals can be activated in the absence of necroptosis. Here, we summarize the role of necroptosis and its signal proteins in CNS diseases and characterize typical necroptosis regulators to provide a basis for the further development of therapeutic strategies for treating such diseases. In the present review, relevant information has been consolidated from recent studies (from 2010 until the present), excluding the patents in this field.
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Affiliation(s)
- Hongming Shao
- School of Pharmacy, Second Military Medical University, Shanghai 200433, China
| | - Wenbin Wu
- School of Pharmacy, Second Military Medical University, Shanghai 200433, China
| | - Pei Wang
- School of Pharmacy, Second Military Medical University, Shanghai 200433, China
| | - Ting Han
- School of Pharmacy, Second Military Medical University, Shanghai 200433, China
| | - Chunlin Zhuang
- School of Pharmacy, Second Military Medical University, Shanghai 200433, China.,School of Pharmacy, Ningxia Medical University, Yinchuan 750004, China
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13
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Wan S, Moure UAE, Liu R, Liu C, Wang K, Deng L, Liang P, Cui H. Combined bulk RNA-seq and single-cell RNA-seq identifies a necroptosis-related prognostic signature associated with inhibitory immune microenvironment in glioma. Front Immunol 2022; 13:1013094. [PMID: 36466844 PMCID: PMC9713702 DOI: 10.3389/fimmu.2022.1013094] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Accepted: 10/19/2022] [Indexed: 08/20/2023] Open
Abstract
Necroptosis is a programmed cell death playing a significant role in cancer. Although necroptosis has been related to tumor immune environment (TIME) remodeling and cancer prognosis, however, the role of necroptosis-related genes (NRGs) in glioma is still elusive. In this study, a total of 159 NRGs were obtained, and parameters such as mutation rate, copy number variation (CNV), and relative expression level were assessed. Then, we constructed an 18-NRGs-based necroptosis-related signature (NRS) in the TCGA dataset, which could predict the patient's prognosis and was validated in two external CGGA datasets. We also explored the correlation between NRS and glioma TIME, chemotherapy sensitivity, and certain immunotherapy-related factors. The two necroptosis-related subtypes were discovered and could also distinguish the patients' prognosis. Through the glioblastoma (GBM) scRNA-seq data analysis, NRGs' expression levels in different GBM patient tissue cell subsets were investigated and the relative necroptosis status of different cell subsets was assessed, with the microglia score culminating among all. Moreover, we found a high infiltration level of immunosuppressive cells in glioma TIME, which was associated with poor prognosis in the high-NRS glioma patient group. Finally, the necroptosis suppressor CASP8 exhibited a high expression in glioma and was associated with poor prognosis. Subsequent experiments were performed in human glioma cell lines and patients' tissue specimens to verify the bioinformatic analytic findings about CASP8. Altogether, this study provides comprehensive evidence revealing a prognostic value of NRGs in glioma, which is associated with TIME regulation.
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Affiliation(s)
- Sicheng Wan
- The State Key Laboratory of Silkworm Genome Biology, College of Biotechnology, Southwest University, Chongqing, China
- Cancer Center, Medical Research Institute, Southwest University, Chongqing, China
| | - Ulrich Aymard Ekomi Moure
- Cancer Center, Medical Research Institute, Southwest University, Chongqing, China
- The Ninth People’s Hospital of Chongqing, Affiliated Hospital of Southwest University, Chongqing, China
| | - Ruochen Liu
- The State Key Laboratory of Silkworm Genome Biology, College of Biotechnology, Southwest University, Chongqing, China
- Cancer Center, Medical Research Institute, Southwest University, Chongqing, China
| | - Chaolong Liu
- The State Key Laboratory of Silkworm Genome Biology, College of Biotechnology, Southwest University, Chongqing, China
- Cancer Center, Medical Research Institute, Southwest University, Chongqing, China
| | - Kun Wang
- The State Key Laboratory of Silkworm Genome Biology, College of Biotechnology, Southwest University, Chongqing, China
- Cancer Center, Medical Research Institute, Southwest University, Chongqing, China
| | - Longfei Deng
- The State Key Laboratory of Silkworm Genome Biology, College of Biotechnology, Southwest University, Chongqing, China
- Cancer Center, Medical Research Institute, Southwest University, Chongqing, China
| | - Ping Liang
- Department of Neurosurgery, Chongqing Children’s Hospital, Chongqing, China
| | - Hongjuan Cui
- The State Key Laboratory of Silkworm Genome Biology, College of Biotechnology, Southwest University, Chongqing, China
- Cancer Center, Medical Research Institute, Southwest University, Chongqing, China
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14
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Yuan YS, Jin X, Chen L, Liao JM, Zhang Y, Yu KW, Li WK, Cao SW, Huang XZ, Kang CM. A novel model based on necroptosis-related genes for predicting immune status and prognosis in glioma. Front Immunol 2022; 13:1027794. [DOI: 10.3389/fimmu.2022.1027794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 10/11/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundGlioma is a highly aggressive brain cancer with a poor prognosis. Necroptosis is a form of programmed cell death occurring during tumor development and in immune microenvironments. The prognostic value of necroptosis in glioma is unclear. This study aimed to develop a prognostic glioma model based on necroptosis.MethodsA necroptosis-related risk model was constructed by Cox regression analysis based on The Cancer Genome Atlas (TCGA) training set, validated in two Chinese Glioma Genome Atlas (CGGA) validation sets. We explored the differences in immune infiltration and immune checkpoint genes between low and high risk groups and constructed a nomogram. Moreover, we compiled a third validation cohort including 43 glioma patients. The expression of necroptosis-related genes was verified in matched tissues using immunochemical staining in the third cohort, and we analyzed their relationship to clinicopathological features.ResultsThree necroptosis-related differentially expressed genes (EZH2, LEF1, and CASP1) were selected to construct the prognostic model. Glioma patients with a high risk score in the TCGA and CGGA cohorts had significantly shorter overall survival. The necroptosis-related risk model and nomogram exhibited good predictive performance in the TCGA training set and the CGGA validation sets. Furthermore, patients in the high risk group had higher immune infiltration status and higher expression of immune checkpoint genes, which was positively correlated with poorer outcomes. In the third validation cohort, the expression levels of the three proteins encoded by EZH2, LEF1, and CASP1 in glioma tissues were significantly higher than those from paracancerous tissues. They were also closely associated with disease severity and prognosis.ConclusionsOur necroptosis-related risk model can be used to predict the prognosis of glioma patients and improve prognostic accuracy, which may provide potential therapeutic targets and a theoretical basis for treatment.
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15
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Wu Y, Huang Y, Zhou C, Wang H, Wang Z, Wu J, Nie S, Deng X, Sun J, Gao X. A Novel Necroptosis-Related Prognostic Signature of Glioblastoma Based on Transcriptomics Analysis and Single Cell Sequencing Analysis. Brain Sci 2022; 12:brainsci12080988. [PMID: 35892430 PMCID: PMC9460316 DOI: 10.3390/brainsci12080988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Revised: 07/18/2022] [Accepted: 07/25/2022] [Indexed: 12/04/2022] Open
Abstract
Background: Glioblastoma (GBM) is the most common and deadly brain tumor. The clinical significance of necroptosis (NCPS) genes in GBM is unclear. The goal of this study is to reveal the potential prognostic NCPS genes associated with GBM, elucidate their functions, and establish an effective prognostic model for GBM patients. Methods: Firstly, the NCPS genes in GBM were identified by single-cell analysis of the GSE182109 dataset in the GEO database and weighted co-expression network analysis (WGCNA) of The Cancer Genome Atlas (TCGA) data. Three machine learning algorithms (Lasso, SVM-RFE, Boruta) combined with COX regression were used to build prognostic models. The subsequent analysis included survival, immune microenvironments, and mutations. Finally, the clinical significance of NCPS in GBM was explored by constructing nomograms. Results: We constructed a GBM prognostic model composed of NCPS-related genes, including CTSD, AP1S1, YWHAG, and IER3, which were validated to have good performance. According to the above prognostic model, GBM patients in the TCGA and CGGA groups could be divided into two groups according to NCPS, with significant differences in survival analysis between the two groups and a markedly worse prognostic status in the high NCPS group (p < 0.001). In addition, the high NCPS group had higher levels of immune checkpoint-related gene expression, suggesting that they may be more likely to benefit from immunotherapy. Conclusions: Four genes (CTSD, AP1S1, YWHAG, and IER3) were screened through three machine learning algorithms to construct a prognostic model for GBM. These key and novel diagnostic markers may become new targets for diagnosing and treating patients with GBM.
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Affiliation(s)
- Yiwen Wu
- Department of Neurosurgery, Ningbo First Hospital, Zhejiang University School of Medicine, Ningbo 315010, China; (Y.W.); (C.Z.); (H.W.); (Z.W.); (J.W.); (S.N.); (X.D.); (J.S.)
| | - Yi Huang
- Department of Neurosurgery, Ningbo First Hospital, Zhejiang University School of Medicine, Ningbo 315010, China; (Y.W.); (C.Z.); (H.W.); (Z.W.); (J.W.); (S.N.); (X.D.); (J.S.)
- Key Laboratory of Precision Medicine for Atherosclerotic Diseases of Zhejiang Province, Ningbo 315010, China
- Medical Research Center, Ningbo First Hospital, Ningbo 315010, China
- Correspondence: (Y.H.); (X.G.)
| | - Chenhui Zhou
- Department of Neurosurgery, Ningbo First Hospital, Zhejiang University School of Medicine, Ningbo 315010, China; (Y.W.); (C.Z.); (H.W.); (Z.W.); (J.W.); (S.N.); (X.D.); (J.S.)
- Key Laboratory of Precision Medicine for Atherosclerotic Diseases of Zhejiang Province, Ningbo 315010, China
- Medical Research Center, Ningbo First Hospital, Ningbo 315010, China
| | - Haifeng Wang
- Department of Neurosurgery, Ningbo First Hospital, Zhejiang University School of Medicine, Ningbo 315010, China; (Y.W.); (C.Z.); (H.W.); (Z.W.); (J.W.); (S.N.); (X.D.); (J.S.)
| | - Zhepei Wang
- Department of Neurosurgery, Ningbo First Hospital, Zhejiang University School of Medicine, Ningbo 315010, China; (Y.W.); (C.Z.); (H.W.); (Z.W.); (J.W.); (S.N.); (X.D.); (J.S.)
- Key Laboratory of Precision Medicine for Atherosclerotic Diseases of Zhejiang Province, Ningbo 315010, China
| | - Jiawei Wu
- Department of Neurosurgery, Ningbo First Hospital, Zhejiang University School of Medicine, Ningbo 315010, China; (Y.W.); (C.Z.); (H.W.); (Z.W.); (J.W.); (S.N.); (X.D.); (J.S.)
| | - Sheng Nie
- Department of Neurosurgery, Ningbo First Hospital, Zhejiang University School of Medicine, Ningbo 315010, China; (Y.W.); (C.Z.); (H.W.); (Z.W.); (J.W.); (S.N.); (X.D.); (J.S.)
| | - Xinpeng Deng
- Department of Neurosurgery, Ningbo First Hospital, Zhejiang University School of Medicine, Ningbo 315010, China; (Y.W.); (C.Z.); (H.W.); (Z.W.); (J.W.); (S.N.); (X.D.); (J.S.)
- Key Laboratory of Precision Medicine for Atherosclerotic Diseases of Zhejiang Province, Ningbo 315010, China
| | - Jie Sun
- Department of Neurosurgery, Ningbo First Hospital, Zhejiang University School of Medicine, Ningbo 315010, China; (Y.W.); (C.Z.); (H.W.); (Z.W.); (J.W.); (S.N.); (X.D.); (J.S.)
| | - Xiang Gao
- Department of Neurosurgery, Ningbo First Hospital, Zhejiang University School of Medicine, Ningbo 315010, China; (Y.W.); (C.Z.); (H.W.); (Z.W.); (J.W.); (S.N.); (X.D.); (J.S.)
- Correspondence: (Y.H.); (X.G.)
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