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      Screening of potential target genes for cataract by analyzing mRNA expression profile of mouse Hsf4-null lens

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          Abstract

          Background

          Hsf4 is closely related to the development of cataract. However, the molecular mechanisms remain unknown. This study aimed to explore the molecular mechanisms that how Hsf4 mutations influence development of lens and thus lead to cataract in mouse.

          Methods

          The mRNA expression profile of mouse tissue samples from Hsf4-null and wile-type lenses was downloaded from Gene Expression Omnibus database. Then the LIMMA package was used to screen differentially expressed genes (DEGs) and DAVID was applied to identify the significantly enriched Gene Ontology (GO) categories for DEGs. Furthermore, the protein-protein interaction (PPI) network of DEGs was constructed using Cytoscape and the key modules were selected from the PPI network based on the MCODE analysis.

          Results

          A total of 216 DEGs were screened, including 51 up- and 165 down-regulated genes. Meanwhile, nine GO terms were obtained, and DEGs such as SGK1, CRY2 and REV1 were enriched in response to DNA damage stimulus. Furthermore, 89 DEGs and 99 gene pairs were mapped into the PPI network and Ubc was the hob node. Two key modules, which contained the genes (e.g. Ubc, Egr1, Ptgs2, Hmox1, Cd44, Btg2, Cyr61 and Fos) were related to response to DNA damage stimulus.

          Conclusions

          The deletion of Hsf4 affects the expression of many genes, such as Ubc, Ptgs2, Egr1 and Fos. These genes may be involved in the development of cataract and could be used as therapeutic targets for cataract.

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          Most cited references42

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

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            The DNA damage response: ten years after.

            The DNA damage response (DDR), through the action of sensors, transducers, and effectors, orchestrates the appropriate repair of DNA damage and resolution of DNA replication problems, coordinating these processes with ongoing cellular physiology. In the past decade, we have witnessed an explosion in understanding of DNA damage sensing, signaling, and the complex interplay between protein phosphorylation and the ubiquitin pathway employed by the DDR network to execute the response to DNA damage. These findings have important implications for aging and cancer.
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              Revisiting global gene expression analysis.

              Gene expression analysis is a widely used and powerful method for investigating the transcriptional behavior of biological systems, for classifying cell states in disease, and for many other purposes. Recent studies indicate that common assumptions currently embedded in experimental and analytical practices can lead to misinterpretation of global gene expression data. We discuss these assumptions and describe solutions that should minimize erroneous interpretation of gene expression data from multiple analysis platforms. Copyright © 2012 Elsevier Inc. All rights reserved.
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                Author and article information

                Contributors
                WenjuanZhaooa@163.com
                wenqingzhaooa@163.com
                junzhaooa@163.com
                DongWanggn@163.com
                +86-0513-82169114 , jinghailild@163.com
                Journal
                BMC Ophthalmol
                BMC Ophthalmol
                BMC Ophthalmology
                BioMed Central (London )
                1471-2415
                18 July 2015
                18 July 2015
                2015
                : 15
                : 76
                Affiliations
                [ ]Department of Ophthalmology, Qilu Hospital of Shandong University, Wenhuaxi Road 107, Jinan, Shandong 250012 China
                [ ]Department of Ophthalmology, Shandong University Affiliated Jinan Central Hospital, Jinan, 250013 China
                [ ]Department of Neurosurgery, The 5th People’s Hospital of Jinan, Jinan, 250022 China
                [ ]Health Examination Center, Jinan 2nd People’s Hospital, Jinan, 250001 China
                [ ]School of Management Science and Engineering, Shandong University of Finance and Economics, Jinan, 250014 China
                Article
                66
                10.1186/s12886-015-0066-3
                4506420
                26187041
                78546e89-228b-4fa7-8d69-1a09add00952
                © Zhao et al. 2015

                This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

                History
                : 6 February 2015
                : 8 July 2015
                Categories
                Research Article
                Custom metadata
                © The Author(s) 2015

                Ophthalmology & Optometry
                cataract,differentially expressed gene,heat shock transcription factor 4,lens,module

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