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Huang F, Wang X, Zhong J, Chen H, Song D, Xu T, Tian K, Sun P, Sun N, Qin J, Song Y, Ma W, Liu Y, Yu D, Meng X, Jiang C, Xuan H, Qian D, Cai J. Using integrated analysis from multicentre studies to identify RNA methylation-related lncRNA risk stratification systems for glioma. Cancer Cell Int 2023; 23:156. [PMID: 37542290 PMCID: PMC10403900 DOI: 10.1186/s12935-023-03001-w] [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: 04/14/2023] [Accepted: 07/25/2023] [Indexed: 08/06/2023] Open
Abstract
BACKGROUND N6-methyladenosine (m6A), 5-methylcytosine (m5C) and N1-methyladenosine (m1A) are the main RNA methylation modifications involved in the progression of cancer. However, it is still unclear whether RNA methylation-related long noncoding RNAs (lncRNAs) affect the prognosis of glioma. METHODS We summarized 32 m6A/m5C/m1A-related genes and downloaded RNA-seq data and clinical information from The Cancer Genome Atlas (TCGA) database. Differential expression analysis and weighted gene co-expression network analysis (WGCNA) were used to identify differentially expressed (DE-) RNA methylation-related lncRNAs in order to construct a prognostic signature of glioma and in order to determine their correlation with immune function, immune therapy and drug sensitivity. In vitro and in vivo assays were performed to elucidate the effects of RNA methylation-related lncRNAs on glioma. RESULTS A total of ten RNA methylation-related lncRNAs were used to construct a survival and prognosis signature, which had good independent prediction ability for patients. It was found that the high-risk group had worse overall survival (OS) than the low-risk group in all cohorts. In addition, the risk group informed the immune function, immunotherapy response and drug sensitivity of patients with glioma in different subgroups. Knockdown of RP11-98I9.4 and RP11-752G15.8 induced a more invasive phenotype, accelerated cell growth and apparent resistance to temozolomide (TMZ) both in vitro and in vivo. We observed significantly elevated global RNA m5C and m6A levels in glioma cells. CONCLUSION Our study determined the prognostic implication of RNA methylation-related lncRNAs in gliomas, established an RNA methylation-related lncRNA prognostic model, and elucidated that RP11-98I9.4 and RP11-752G15.8 could suppress glioma proliferation, migration and TMZ resistance. In the future, these RNA methylation-related lncRNAs may become a new choice for immunotherapy of glioma.
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Affiliation(s)
- Fanxuan Huang
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
| | - Xinyu Wang
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086 China
| | - Junzhe Zhong
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086 China
| | - Hao Chen
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086 China
| | - Dan Song
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086 China
| | - Tianye Xu
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086 China
| | - Kaifu Tian
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
| | - Penggang Sun
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
| | - Nan Sun
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
| | - Jie Qin
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
| | - Yu Song
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
| | - Wenbin Ma
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
| | - Yuxiang Liu
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
| | - Daohan Yu
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086 China
| | - Xiangqi Meng
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
| | - Chuanlu Jiang
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
| | - Hanwen Xuan
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086 China
| | - Da Qian
- Department of Burn and Plastic Surgery-Hand Surgery, Changshu Hospital Affiliated to Soochow University, Changshu No. 1 People’s Hospital, Changshu, 215500 Jiangsu Province China
| | - Jinquan Cai
- Department of Neurosurgery, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150086 China
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Li W, Yang X, Ding M, Shi W, Huang Y, An Q, Qi Z, Zhao Y. Zinc accumulation aggravates cerebral ischemia/reperfusion injury by promoting inflammation. Front Cell Neurosci 2023; 17:1065873. [PMID: 36970418 PMCID: PMC10030816 DOI: 10.3389/fncel.2023.1065873] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 02/15/2023] [Indexed: 03/29/2023] Open
Abstract
Intracellular zinc accumulation has been shown to be associated with neuronal death after cerebral ischemia. However, the mechanism of zinc accumulation leading to neuronal death in ischemia/reperfusion (I/R) is still unclear. Intracellular zinc signals are required for the production of proinflammatory cytokines. The present study investigated whether intracellular accumulated zinc aggravates I/R injury through inflammatory response, and inflammation-mediated neuronal apoptosis. Male Sprague-Dawley rats were treated with vehicle or zinc chelator TPEN 15 mg/kg before a 90-min middle cerebral artery occlusion (MCAO). The expressions of proinflammatory cytokines TNF-α, IL-6, NF-κB p65, and NF-κB inhibitory protein IκB-α, as well as anti-inflammatory cytokine IL-10 were assessed at 6 or 24 h after reperfusion. Our results demonstrated that the expression of TNF-α, IL-6, and NF-κB p65 increased after reperfusion, while the expression of IκB-α and IL-10 decreased, suggesting that cerebral ischemia triggers inflammatory response. Furthermore, TNF-α, NF-κB p65, and IL-10 were all colocalized with the neuron-specific nuclear protein (NeuN), suggesting that the ischemia-induced inflammatory response occurs in neurons. Moreover, TNF-α was also colocalized with the zinc-specific dyes Newport Green (NG), suggesting that intracellular accumulated zinc might be associated with neuronal inflammation following cerebral I/R. Chelating zinc with TPEN reversed the expression of TNF-α, NF-κB p65, IκB-α, IL-6, and IL-10 in ischemic rats. Besides, IL-6-positive cells were colocalized with TUNEL-positive cells in the ischemic penumbra of MCAO rats at 24 h after reperfusion, indicating that zinc accumulation following I/R might induce inflammation and inflammation-associated neuronal apoptosis. Taken together, this study demonstrates that excessive zinc activates inflammation and that the brain injury caused by zinc accumulation is at least partially due to specific neuronal apoptosis induced by inflammation, which may provide an important mechanism of cerebral I/R injury.
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Affiliation(s)
- Wei Li
- Institute of Cerebrovascular Diseases Research, Xuanwu Hospital of Capital Medical University, Beijing, China
- Beijing Geriatric Medical Research Center, Beijing, China
| | - Xueqi Yang
- Institute of Cerebrovascular Diseases Research, Xuanwu Hospital of Capital Medical University, Beijing, China
- Beijing Geriatric Medical Research Center, Beijing, China
| | - Mao Ding
- Institute of Cerebrovascular Diseases Research, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Wenjuan Shi
- Institute of Cerebrovascular Diseases Research, Xuanwu Hospital of Capital Medical University, Beijing, China
- Beijing Geriatric Medical Research Center, Beijing, China
| | - Yuyou Huang
- Institute of Cerebrovascular Diseases Research, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Qi An
- Institute of Cerebrovascular Diseases Research, Xuanwu Hospital of Capital Medical University, Beijing, China
- Beijing Geriatric Medical Research Center, Beijing, China
| | - Zhifeng Qi
- Institute of Cerebrovascular Diseases Research, Xuanwu Hospital of Capital Medical University, Beijing, China
- Beijing Geriatric Medical Research Center, Beijing, China
- *Correspondence: Zhifeng Qi Yongmei Zhao
| | - Yongmei Zhao
- Institute of Cerebrovascular Diseases Research, Xuanwu Hospital of Capital Medical University, Beijing, China
- Beijing Geriatric Medical Research Center, Beijing, China
- *Correspondence: Zhifeng Qi Yongmei Zhao
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Liu W, Su J, Shi Q, Wang J, Chen X, Zhang S, Li M, Cui J, Fan C, Sun B, Wang G. RGD Peptide-Conjugated Selenium Nanocomposite Inhibits Human Glioma Growth by Triggering Mitochondrial Dysfunction and ROS-Dependent MAPKs Activation. Front Bioeng Biotechnol 2022; 9:781608. [PMID: 35004643 PMCID: PMC8733670 DOI: 10.3389/fbioe.2021.781608] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 12/10/2021] [Indexed: 01/17/2023] Open
Abstract
Chemotherapy is still one of the most common ways to treat human glioblastoma in clinic. However, severe side effects limited its clinic application. Design of cancer-targeted drugs with high efficiency and low side effect is urgently needed. Herein, silver nanoparticles (Ag NPs) and nano-selenium (Se NPs) conjugated with RGD peptides (Ag@Se@RGD NPs) to target integrin high-expressed glioma were designed. The results found that Ag@Se@RGD NPs displayed stable particle size and morphology in physiological condition, and induced significant integrin-targeted intracellular uptake. Ag@Se@RGD NPs in vitro dose-dependently inhibited U251 human glioma cells growth by induction of cells apoptosis through triggering the loss of mitochondrial membrane potential, overproduction of reactive oxygen species (ROS), and MAPKs activation. However, ROS inhibition dramatically attenuated Ag@Se@RGD NPs-induced MAPKs activation, indicating the significant role of ROS as an early apoptotic event. Importantly, Ag@Se@RGD NPs administration in vivov effectively inhibited U251 tumor xenografts growth by induction of apoptosis through regulation MAPKs activation. Taken together, our findings validated the rational design that Ag-Se NPs conjugated with RGD peptides was a promising strategy to combat human glioma by induction of apoptosis through triggering mitochondrial dysfunction and ROS-dependent MAPKs activation.
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Affiliation(s)
- Wenjian Liu
- Department of Oncology, Second Affiliated Hospital of Shandong First Medical University, Shandong Academy of Medical Sciences, Taian, China
| | - Jing Su
- Department of Geriatrics, Taian City Central Hospital, Taian, China
| | - Qiang Shi
- Department of Oncology, Second Affiliated Hospital of Shandong First Medical University, Shandong Academy of Medical Sciences, Taian, China
| | - Jinlei Wang
- Department of Internal Medicine, Taian Traffic Hospital, Taian, China
| | - Xiao Chen
- Department of Neurosurgery, Taian City Central Hospital, Taian, China
| | - Shizhong Zhang
- Department of Neurosurgery, Taian City Central Hospital, Taian, China
| | - Mengkao Li
- Department of Neurosurgery, Taian City Central Hospital, Taian, China
| | - Jie Cui
- Department of Oncology, Second Affiliated Hospital of Shandong First Medical University, Shandong Academy of Medical Sciences, Taian, China
| | - Cundong Fan
- Department of Oncology, Second Affiliated Hospital of Shandong First Medical University, Shandong Academy of Medical Sciences, Taian, China
| | - Beibei Sun
- Department of Oncology, Second Affiliated Hospital of Shandong First Medical University, Shandong Academy of Medical Sciences, Taian, China
| | - Guojun Wang
- Department of Neurosurgery, Taian City Central Hospital, Taian, China
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