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Integrated network analysis to explore the key genes regulated by parathyroid hormone receptor 1 in osteosarcoma
BACKGROUND: As an invasive malignant tumor, osteosarcoma (OS) has high mortality. Parathyroid hormone receptor 1 (PTHR1) contributes to maintaining proliferation and undifferentiated state of OS. This study is designed to reveal the action mechanisms of PTHR1 in OS. METHODS: Microarray dataset GSE46...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5609044/ https://www.ncbi.nlm.nih.gov/pubmed/28934958 http://dx.doi.org/10.1186/s12957-017-1242-0 |
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author | Guan, Donghui Tian, Honglai |
author_facet | Guan, Donghui Tian, Honglai |
author_sort | Guan, Donghui |
collection | PubMed |
description | BACKGROUND: As an invasive malignant tumor, osteosarcoma (OS) has high mortality. Parathyroid hormone receptor 1 (PTHR1) contributes to maintaining proliferation and undifferentiated state of OS. This study is designed to reveal the action mechanisms of PTHR1 in OS. METHODS: Microarray dataset GSE46861, which included six PTHR1 knockdown OS samples and six control OS samples, was obtained from the Gene Expression Omnibus database. The differentially expressed genes (DEGs) were identified and then performed with enrichment analysis separately using the limma package and DAVID online tool. Then, protein-protein interaction (PPI) network and module analyses were conducted using Cytoscape software. Using the WebGestalt tool, microRNAs (miRNAs) were predicted for the DEGs involved in the PPI network. Following this, transcription factors (TFs) were predicted and an integrated network was constructed by Cytoscape software. RESULTS: There were 871 DEGs in the PTHR1 knockdown OS samples compared with the control OS samples. Besides, upregulated ZFPM2 was involved in the miRNA-DEG regulatory network. Moreover, TF LEF1 was predicted for the miRNA-DEG regulatory network of the downregulated genes. In addition, LEF1, NR4A2, HAS2, and RHOC had higher degrees in the integrated network. CONCLUSIONS: ZFPM2, LEF1, NR4A2, HAS2, and RHOC might be potential targets of PTHR1 in OS. |
format | Online Article Text |
id | pubmed-5609044 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-56090442017-09-25 Integrated network analysis to explore the key genes regulated by parathyroid hormone receptor 1 in osteosarcoma Guan, Donghui Tian, Honglai World J Surg Oncol Research BACKGROUND: As an invasive malignant tumor, osteosarcoma (OS) has high mortality. Parathyroid hormone receptor 1 (PTHR1) contributes to maintaining proliferation and undifferentiated state of OS. This study is designed to reveal the action mechanisms of PTHR1 in OS. METHODS: Microarray dataset GSE46861, which included six PTHR1 knockdown OS samples and six control OS samples, was obtained from the Gene Expression Omnibus database. The differentially expressed genes (DEGs) were identified and then performed with enrichment analysis separately using the limma package and DAVID online tool. Then, protein-protein interaction (PPI) network and module analyses were conducted using Cytoscape software. Using the WebGestalt tool, microRNAs (miRNAs) were predicted for the DEGs involved in the PPI network. Following this, transcription factors (TFs) were predicted and an integrated network was constructed by Cytoscape software. RESULTS: There were 871 DEGs in the PTHR1 knockdown OS samples compared with the control OS samples. Besides, upregulated ZFPM2 was involved in the miRNA-DEG regulatory network. Moreover, TF LEF1 was predicted for the miRNA-DEG regulatory network of the downregulated genes. In addition, LEF1, NR4A2, HAS2, and RHOC had higher degrees in the integrated network. CONCLUSIONS: ZFPM2, LEF1, NR4A2, HAS2, and RHOC might be potential targets of PTHR1 in OS. BioMed Central 2017-09-21 /pmc/articles/PMC5609044/ /pubmed/28934958 http://dx.doi.org/10.1186/s12957-017-1242-0 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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. |
spellingShingle | Research Guan, Donghui Tian, Honglai Integrated network analysis to explore the key genes regulated by parathyroid hormone receptor 1 in osteosarcoma |
title | Integrated network analysis to explore the key genes regulated by parathyroid hormone receptor 1 in osteosarcoma |
title_full | Integrated network analysis to explore the key genes regulated by parathyroid hormone receptor 1 in osteosarcoma |
title_fullStr | Integrated network analysis to explore the key genes regulated by parathyroid hormone receptor 1 in osteosarcoma |
title_full_unstemmed | Integrated network analysis to explore the key genes regulated by parathyroid hormone receptor 1 in osteosarcoma |
title_short | Integrated network analysis to explore the key genes regulated by parathyroid hormone receptor 1 in osteosarcoma |
title_sort | integrated network analysis to explore the key genes regulated by parathyroid hormone receptor 1 in osteosarcoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5609044/ https://www.ncbi.nlm.nih.gov/pubmed/28934958 http://dx.doi.org/10.1186/s12957-017-1242-0 |
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