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Identification of Transcriptional Factors and Key Genes in Primary Osteoporosis by DNA Microarray

BACKGROUND: A number of genes have been identified to be related with primary osteoporosis while less is known about the comprehensive interactions between regulating genes and proteins. We aimed to identify the differentially expressed genes (DEGs) and regulatory effects of transcription factors (T...

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Autores principales: Xie, Wengui, Ji, Lixin, Zhao, Teng, Gao, Pengfei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Scientific Literature, Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4436946/
https://www.ncbi.nlm.nih.gov/pubmed/25957414
http://dx.doi.org/10.12659/MSM.894111
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author Xie, Wengui
Ji, Lixin
Zhao, Teng
Gao, Pengfei
author_facet Xie, Wengui
Ji, Lixin
Zhao, Teng
Gao, Pengfei
author_sort Xie, Wengui
collection PubMed
description BACKGROUND: A number of genes have been identified to be related with primary osteoporosis while less is known about the comprehensive interactions between regulating genes and proteins. We aimed to identify the differentially expressed genes (DEGs) and regulatory effects of transcription factors (TFs) involved in primary osteoporosis. MATERIAL/METHODS: The gene expression profile GSE35958 was obtained from Gene Expression Omnibus database, including 5 primary osteoporosis and 4 normal bone tissues. The differentially expressed genes between primary osteoporosis and normal bone tissues were identified by the same package in R language. The TFs of these DEGs were predicted with the Essaghir A method. DAVID (The Database for Annotation, Visualization and Integrated Discovery) was applied to perform the GO (Gene Ontology) and KEGG (Kyoto Encyclopedia of Genes and Genomes) pathway enrichment analysis of DEGs. After analyzing regulatory effects, a regulatory network was built between TFs and the related DEGs. RESULTS: A total of 579 DEGs was screened, including 310 up-regulated genes and 269 down-regulated genes in primary osteoporosis samples. In GO terms, more up-regulated genes were enriched in transcription regulator activity, and secondly in transcription factor activity. A total 10 significant pathways were enriched in KEGG analysis, including colorectal cancer, Wnt signaling pathway, Focal adhesion, and MAPK signaling pathway. Moreover, total 7 TFs were enriched, of which CTNNB1, SP1, and TP53 regulated most up-regulated DEGs. CONCLUSIONS: The discovery of the enriched TFs might contribute to the understanding of the mechanism of primary osteoporosis. Further research on genes and TFs related to the WNT signaling pathway and MAPK pathway is urgent for clinical diagnosis and directing treatment of primary osteoporosis.
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spelling pubmed-44369462015-05-26 Identification of Transcriptional Factors and Key Genes in Primary Osteoporosis by DNA Microarray Xie, Wengui Ji, Lixin Zhao, Teng Gao, Pengfei Med Sci Monit Molecular Biology BACKGROUND: A number of genes have been identified to be related with primary osteoporosis while less is known about the comprehensive interactions between regulating genes and proteins. We aimed to identify the differentially expressed genes (DEGs) and regulatory effects of transcription factors (TFs) involved in primary osteoporosis. MATERIAL/METHODS: The gene expression profile GSE35958 was obtained from Gene Expression Omnibus database, including 5 primary osteoporosis and 4 normal bone tissues. The differentially expressed genes between primary osteoporosis and normal bone tissues were identified by the same package in R language. The TFs of these DEGs were predicted with the Essaghir A method. DAVID (The Database for Annotation, Visualization and Integrated Discovery) was applied to perform the GO (Gene Ontology) and KEGG (Kyoto Encyclopedia of Genes and Genomes) pathway enrichment analysis of DEGs. After analyzing regulatory effects, a regulatory network was built between TFs and the related DEGs. RESULTS: A total of 579 DEGs was screened, including 310 up-regulated genes and 269 down-regulated genes in primary osteoporosis samples. In GO terms, more up-regulated genes were enriched in transcription regulator activity, and secondly in transcription factor activity. A total 10 significant pathways were enriched in KEGG analysis, including colorectal cancer, Wnt signaling pathway, Focal adhesion, and MAPK signaling pathway. Moreover, total 7 TFs were enriched, of which CTNNB1, SP1, and TP53 regulated most up-regulated DEGs. CONCLUSIONS: The discovery of the enriched TFs might contribute to the understanding of the mechanism of primary osteoporosis. Further research on genes and TFs related to the WNT signaling pathway and MAPK pathway is urgent for clinical diagnosis and directing treatment of primary osteoporosis. International Scientific Literature, Inc. 2015-05-09 /pmc/articles/PMC4436946/ /pubmed/25957414 http://dx.doi.org/10.12659/MSM.894111 Text en © Med Sci Monit, 2015 This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License
spellingShingle Molecular Biology
Xie, Wengui
Ji, Lixin
Zhao, Teng
Gao, Pengfei
Identification of Transcriptional Factors and Key Genes in Primary Osteoporosis by DNA Microarray
title Identification of Transcriptional Factors and Key Genes in Primary Osteoporosis by DNA Microarray
title_full Identification of Transcriptional Factors and Key Genes in Primary Osteoporosis by DNA Microarray
title_fullStr Identification of Transcriptional Factors and Key Genes in Primary Osteoporosis by DNA Microarray
title_full_unstemmed Identification of Transcriptional Factors and Key Genes in Primary Osteoporosis by DNA Microarray
title_short Identification of Transcriptional Factors and Key Genes in Primary Osteoporosis by DNA Microarray
title_sort identification of transcriptional factors and key genes in primary osteoporosis by dna microarray
topic Molecular Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4436946/
https://www.ncbi.nlm.nih.gov/pubmed/25957414
http://dx.doi.org/10.12659/MSM.894111
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