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Sun K, Li H, Dong Y, Cao L, Li D, Li J, Zhang M, Yan D, Yang B. The Use of Identified Hypoxia-related Genes to Generate Models for Predicting the Prognosis of Cerebral Ischemia‒reperfusion Injury and Developing Treatment Strategies. Mol Neurobiol 2024:10.1007/s12035-024-04433-9. [PMID: 39230867 DOI: 10.1007/s12035-024-04433-9] [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: 10/07/2023] [Accepted: 08/08/2024] [Indexed: 09/05/2024]
Abstract
Cerebral ischemia‒reperfusion injury (CIRI) is a type of secondary brain damage caused by reperfusion after ischemic stroke due to vascular obstruction. In this study, a CIRI diagnostic model was established by identifying hypoxia-related differentially expressed genes (HRDEGs) in patients with CIRI. The ischemia‒reperfusion injury (IRI)-related datasets were downloaded from the Gene Expression Omnibus (GEO) database ( http://www.ncbi.nlm.nih.gov/geo ), and hypoxia-related genes in the Gene Cards database were identified. After the datasets were combined, hypoxia-related differentially expressed genes (HRDEGs) expressed in CIRI patients were identified. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses of the HRDEGs were performed using online tools. Gene set enrichment analysis (GSEA) and gene set variation analysis (GSVA) were performed with the combined gene dataset. CIRI diagnostic models based on HRDEGs were constructed via least absolute shrinkage and selection operator (LASSO) regression analysis and a support vector machine (SVM) algorithm. The efficacy of the 9 identified hub genes for CIRI diagnosis was evaluated via mRNA‒microRNA (miRNA) interaction, mRNA-RNA-binding protein (RBP) network interaction, immune cell infiltration, and receiver operating characteristic (ROC) curve analyses. We then performed logistic regression analysis and constructed logistic regression models based on the expression of the 9 HRDEGs. We next established a nomogram and calibrated the prediction data. Finally, the clinical utility of the constructed logistic regression model was evaluated via decision curve analysis (DCA). This study revealed 9 critical genes with high diagnostic value, offering new insights into the diagnosis and selection of therapeutic targets for patients with CIRI. : Not applicable.
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Affiliation(s)
- Kaiwen Sun
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Hongwei Li
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Yang Dong
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Lei Cao
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Dongpeng Li
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Jinghong Li
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Manxia Zhang
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Dongming Yan
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China.
| | - Bo Yang
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China.
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Wang F, Wan J, Liao Y, Liu S, Wei Y, Ouyang Z. Dendrobium species regulate energy homeostasis in neurodegenerative diseases: a review. FOOD SCIENCE AND HUMAN WELLNESS 2023. [DOI: 10.1016/j.fshw.2023.03.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
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Guha A, Husain MA, Si Y, Nabors LB, Filippova N, Promer G, Smith R, King PH. RNA regulation of inflammatory responses in glia and its potential as a therapeutic target in central nervous system disorders. Glia 2023; 71:485-508. [PMID: 36380708 DOI: 10.1002/glia.24288] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 09/29/2022] [Accepted: 10/14/2022] [Indexed: 11/17/2022]
Abstract
A major hallmark of neuroinflammation is the activation of microglia and astrocytes with the induction of inflammatory mediators such as IL-1β, TNF-α, iNOS, and IL-6. Neuroinflammation contributes to disease progression in a plethora of neurological disorders ranging from acute CNS trauma to chronic neurodegenerative disease. Posttranscriptional pathways of mRNA stability and translational efficiency are major drivers for the expression of these inflammatory mediators. A common element in this level of regulation centers around the adenine- and uridine-rich element (ARE) which is present in the 3' untranslated region (UTR) of the mRNAs encoding these inflammatory mediators. (ARE)-binding proteins (AUBPs) such as Human antigen R (HuR), Tristetraprolin (TTP) and KH- type splicing regulatory protein (KSRP) are key nodes for directing these posttranscriptional pathways and either promote (HuR) or suppress (TTP and KSRP) glial production of inflammatory mediators. This review will discuss basic concepts of ARE-mediated RNA regulation and its impact on glial-driven neuroinflammatory diseases. We will discuss strategies to target this novel level of gene regulation for therapeutic effect and review exciting preliminary studies that underscore its potential for treating neurological disorders.
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Affiliation(s)
- Abhishek Guha
- Department Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Mohammed Amir Husain
- Department Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Ying Si
- Department Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
- Department Cell, Developmental, and Integrative Biology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - L Burt Nabors
- Department Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Natalia Filippova
- Department Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Grace Promer
- Department Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Reed Smith
- Department Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Peter H King
- Department Neurology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
- Department Cell, Developmental, and Integrative Biology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
- Birmingham Department of Veterans Health Care System, Birmingham, Alabama, USA
- Center for Neurodegeneration and Experimental Therapeutics, The University of Alabama at Birmingham, Birmingham, USA
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Pacwa A, Machowicz J, Akhtar S, Rodak P, Liu X, Pietrucha-Dutczak M, Lewin-Kowalik J, Amadio M, Smedowski A. Deficiency of the RNA-binding protein ELAVL1/HuR leads to the failure of endogenous and exogenous neuroprotection of retinal ganglion cells. Front Cell Neurosci 2023; 17:1131356. [PMID: 36874215 PMCID: PMC9982123 DOI: 10.3389/fncel.2023.1131356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Accepted: 02/06/2023] [Indexed: 02/19/2023] Open
Abstract
Introduction ELAVL1/HuR is a keystone regulator of gene expression at the posttranscriptional level, including stress response and homeostasis maintenance. The aim of this study was to evaluate the impact of hur silencing on the age-related degeneration of retinal ganglion cells (RGC), which potentially describes the efficiency of endogenous neuroprotection mechanisms, as well as to assess the exogenous neuroprotection capacity of hur-silenced RGC in the rat glaucoma model. Methods The study consisted of in vitro and in vivo approaches. In vitro, we used rat B-35 cells to investigate, whether AAV-shRNA-HuR delivery affects survival and oxidative stress markers under temperature and excitotoxic insults. In vivo approach consisted of two different settings. In first one, 35 eight-week-old rats received intravitreal injection of AAV-shRNA-HuR or AAV-shRNA scramble control. Animals underwent electroretinography tests and were sacrificed 2, 4 or 6 months after injection. Retinas and optic nerves were collected and processed for immunostainings, electron microscopy and stereology. For the second approach, animals received similar gene constructs. To induce chronic glaucoma, 8 weeks after AAV injection, unilateral episcleral vein cauterization was performed. Animals from each group received intravitreal injection of metallothionein II. Animals underwent electroretinography tests and were sacrificed 8 weeks later. Retinas and optic nerves were collected and processed for immunostainings, electron microscopy and stereology. Results Silencing of hur induced apoptosis and increased oxidative stress markers in B-35 cells. Additionally, shRNA treatment impaired the cellular stress response to temperature and excitotoxic insults. In vivo, RGC count was decreased by 39% in shRNA-HuR group 6 months after injection, when compared to shRNA scramble control group. In neuroprotection study, the average loss of RGCs was 35% in animals with glaucoma treated with metallothionein and shRNA-HuR and 11.4% in animals with glaucoma treated with metallothionein and the scramble control shRNA. An alteration in HuR cellular content resulted in diminished photopic negative responses in the electroretinogram. Conclusions Based on our findings, we conclude that HuR is essential for the survival and efficient neuroprotection of RGC and that the induced alteration in HuR content accelerates both the age-related and glaucoma-induced decline in RGC number and function, further confirming HuR's key role in maintaining cell homeostasis and its possible involvement in the pathogenesis of glaucoma.
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Affiliation(s)
- Anna Pacwa
- Department of Physiology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
- GlaucoTech Co., Katowice, Poland
| | - Joanna Machowicz
- Department of Physiology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
| | - Saeed Akhtar
- College of Applied Medical Sciences, Inaya Medical Colleges, Riyadh, Saudi Arabia
- Department of Optometry, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Piotr Rodak
- Department of Physiology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
| | - Xiaonan Liu
- Department of Physiology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Marita Pietrucha-Dutczak
- Department of Physiology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
| | - Joanna Lewin-Kowalik
- Department of Physiology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
- GlaucoTech Co., Katowice, Poland
| | - Marialaura Amadio
- Department of Drug Sciences, Section of Pharmacology, The University of Pavia, Pavia, Italy
| | - Adrian Smedowski
- Department of Physiology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
- GlaucoTech Co., Katowice, Poland
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Cao M, Fang Y, Jia W, Wang Y, Sun J, Tao D. Emodin relieves hypoxia-triggered injury via elevation of microRNA-25 in PC-12 cells. ARTIFICIAL CELLS NANOMEDICINE AND BIOTECHNOLOGY 2019; 47:2678-2687. [PMID: 31257935 DOI: 10.1080/21691401.2019.1633339] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Emodin (EMO) possesses extensive pharmacological activities, which has been proven to exert the protective impact in diverse nervous system diseases. Nonetheless, whether EMO emerges a neuro-protective activity in hypoxic-evoked ischemic brain injury is still further probed. The intention of the research is to disclose whether EMO emerges neuro-protective activity in hypoxic-evoked ischemic brain injury. PC-12 received hypoxia administration, and then cell viability, apoptosis and autophagy were estimated. After EMO disposition, the above-involved cellular processes were evaluated again. MiR-25 functions in EMO-affected cells were also estimated. The interrelation between miR-25 and neurofilament light-chain polypeptide gene (NEFL) and the conceivable roles of NEFL in hypoxia-disposed cells were investigated. The latent mechanism was uncovered by mTOR and Notch pathways determination. Hypoxia triumphantly triggered apoptosis and autophagy, but EMO repressed these functions in PC-12 cells. Increased miR-25 was induced by EMO, and inhibited miR-25 abated the impacts of EMO on hypoxia-disposed PC-12 cells. NEFL as a neoteric target gene of miR-25 was predicated, and overexpressed NEFL annulled the functions of EMO in hypoxia-injured cells. EMO activated mTOR and Notch pathways through repressing NEFL. The investigations corroborated that EMO weakened hypoxia-triggered injury via elevating miR-25 by targeting NEFL in PC-12 cells.
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Affiliation(s)
- Mingjuan Cao
- a Department of Rehabilitation, Zibo Integrated Traditional Chinese and Western Medicine Hospital , Zibo , PR China
| | - Yuqing Fang
- b Department of Neurology, Shandong Provincial Qianfoshan Hospital, The First Hospital Affiliated with Shandong First Medical University , Jinan , PR China
| | - Wei Jia
- c Department of Gastroenterology, Shandong Provincial Qianfoshan Hospital, The First Hospital Affiliated with Shandong First Medical University , Jinan , PR China
| | - Yao Wang
- d Department of Neurology, The First Affiliated Hospital of Dalian Medical University , Dalian , PR China
| | - Jingyi Sun
- d Department of Neurology, The First Affiliated Hospital of Dalian Medical University , Dalian , PR China
| | - Dingbo Tao
- d Department of Neurology, The First Affiliated Hospital of Dalian Medical University , Dalian , PR China
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Ke H, Zhang X, Cheng L, Fan Y, Xiao S, Ma Y, Feng G. Bioinformatic analysis to explore key genes associated with brain ischemia–reperfusion injury in rats. Int J Neurosci 2019; 129:945-954. [PMID: 30889366 DOI: 10.1080/00207454.2019.1595615] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Hong Ke
- Department of Neurology, The Fourth People’s Hospital of Jinan, Jinan, Shandong, China
| | - Xiaoli Zhang
- Department of Nephrology, The Fourth People's Hospital of Jinan, Jinan, Shandong, China
| | - Lin Cheng
- Department of Emergency, Shandong Provincial Third Hospital, Jinan, Shandong, China
| | - Yanxia Fan
- Department of Neurology, The Fourth People’s Hospital of Jinan, Jinan, Shandong, China
| | - Shuping Xiao
- Department of Neurology, The Fourth People’s Hospital of Jinan, Jinan, Shandong, China
| | - Yingwen Ma
- Department of Neurology, The Fourth People’s Hospital of Jinan, Jinan, Shandong, China
| | - Guangkun Feng
- Department of Neurology, The Fourth People’s Hospital of Jinan, Jinan, Shandong, China
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Shen J, Rastogi R, Guan L, Li F, Du H, Geng X, Ding Y. Omega-3 fatty acid supplement reduces activation of NADPH oxidase in intracranial atherosclerosis stenosis. Neurol Res 2018; 40:499-507. [PMID: 29576013 DOI: 10.1080/01616412.2018.1451290] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Jiamei Shen
- China-America Institute of Neuroscience, Beijing Luhe Hospital, Capital Medical University, Beijing, China
- Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, USA
| | - Radhika Rastogi
- Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, USA
| | - Longfei Guan
- China-America Institute of Neuroscience, Beijing Luhe Hospital, Capital Medical University, Beijing, China
- Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, USA
| | - Fengwu Li
- China-America Institute of Neuroscience, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Huishan Du
- China-America Institute of Neuroscience, Beijing Luhe Hospital, Capital Medical University, Beijing, China
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Xiaokun Geng
- China-America Institute of Neuroscience, Beijing Luhe Hospital, Capital Medical University, Beijing, China
- Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, USA
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Yuchuan Ding
- China-America Institute of Neuroscience, Beijing Luhe Hospital, Capital Medical University, Beijing, China
- Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, USA
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Disease of mRNA Regulation: Relevance for Ischemic Brain Injury. Transl Stroke Res 2017; 9:251-257. [DOI: 10.1007/s12975-017-0586-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Revised: 11/01/2017] [Accepted: 11/03/2017] [Indexed: 12/25/2022]
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