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      Identification of key genes, transcription factors and microRNAs involved in intracranial aneurysm

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          Abstract

          Intracranial aneurysm (IA) is a devastating disease, the pathogenesis of which remains to be elucidated. The present study aimed to determine the molecular mechanism of IA and to identify potential therapeutic targets using bioinformatics analysis. The GSE54083 dataset, which includes data from patients with ruptured IA and superficial temporal artery controls, was downloaded from the Gene Expression Omnibus, and differentially expressed genes (DEGs) were identified in the ruptured IA samples using the limma package in R. Subsequently, the Database for Annotation, Visualization and Integrated Discovery software was used to perform function and pathway enrichment analyses and the Search Tool for the Retrieval of Interacting Genes database was used to construct the protein-protein interaction (PPI) network. Then, microRNA (miRNA) target and transcription factor (TF) target pairs were identified using the miR2Disease, MiRwalk2, ITFP and TRANSFAC databases. Finally, an integrated network of TF-target-miRNAs was constructed using Cytoscape. A total of 402 upregulated DEGs and 375 downregulated DEGs were identified from the ruptured IA samples compared with the superficial temporal artery samples. The majority of the upregulated DEGs were significantly enriched in the immune system development category, including CD40 ligand ( CD40LG) and CD40 and the downregulated DEGs, such as striatin ( STRN), were enriched in neuron projection development. In addition, nitric oxide synthase 1 ( NOS1), a target of miRNA-125b, and myosin heavy chain 11 ( MYH11), a target of minichromosome maintenance complex component 4 ( MCM4), had higher degree scores in the integrated network. These findings suggest that CD40, CD40LG, NOS1, STRN, MCM4, MYH11 and miR-125b may be potential therapeutic targets for the treatment of IA.

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          Most cited references28

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          Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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            Biology of intracranial aneurysms: role of inflammation.

            Intracranial aneurysms (IAs) linger as a potentially devastating clinical problem. Despite intense investigation, our understanding of the mechanisms leading to aneurysm development, progression and rupture remain incompletely defined. An accumulating body of evidence implicates inflammation as a critical contributor to aneurysm pathogenesis. Intracranial aneurysm formation and progression appear to result from endothelial dysfunction, a mounting inflammatory response, and vascular smooth muscle cell phenotypic modulation producing a pro-inflammatory phenotype. A later final common pathway appears to involve apoptosis of cellular constituents of the vessel wall. These changes result in degradation of the integrity of the vascular wall leading to aneurysmal dilation, progression and eventual rupture in certain aneurysms. Various aspects of the inflammatory response have been investigated as contributors to IA pathogenesis including leukocytes, complement, immunoglobulins, cytokines, and other humoral mediators. Furthermore, gene expression profiling of IA compared with control arteries has prominently featured differential expression of genes involved with immune response/inflammation. Preliminary data suggest that therapies targeting the inflammatory response may have efficacy in the future treatment of IA. Further investigation, however, is necessary to elucidate the precise role of inflammation in IA pathogenesis, which can be exploited to improve the prognosis of patients harboring IA.
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              Review of cerebral aneurysm formation, growth, and rupture.

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                Author and article information

                Journal
                Mol Med Rep
                Mol Med Rep
                Molecular Medicine Reports
                D.A. Spandidos
                1791-2997
                1791-3004
                January 2018
                03 November 2017
                03 November 2017
                : 17
                : 1
                : 891-897
                Affiliations
                Department of Neurosurgery, East Hospital, Tongji University School of Medicine, Shanghai 200120, P.R. China
                Author notes
                Correspondence to: Dr Zhiyang Sun, Department of Neurosurgery, East Hospital, Tongji University School of Medicine, 150 Jimo Road, Pudong New Area, Shanghai 200120, P.R. China, E-mail: dfsunzy@ 123456126.com
                Article
                mmr-17-01-0891
                10.3892/mmr.2017.7940
                5780181
                29115560
                50981ec2-ab0b-408c-ad76-b799fda32d73
                Copyright: © Wei et al.

                This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.

                History
                : 20 December 2016
                : 10 August 2017
                Categories
                Articles

                intracranial aneurysm,differentially expressed genes,transcription factors,microrna,integrated network

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