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Network based analyses of gene expression profile of LCN2 overexpression in esophageal squamous cell carcinoma
LCN2 (lipocalin 2) is a member of the lipocalin family of proteins that transport small, hydrophobic ligands. LCN2 is elevated in various cancers including esophageal squamous cell carcinoma (ESCC). In this study, LCN2 was overexpressed in the EC109 ESCC cell line and we applied integrated analyses...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4066265/ https://www.ncbi.nlm.nih.gov/pubmed/24954627 http://dx.doi.org/10.1038/srep05403 |
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author | Wu, Bingli Li, Chunquan Du, Zepeng Yao, Qianlan Wu, Jianyi Feng, Li Zhang, Pixian Li, Shang Xu, Liyan Li, Enmin |
author_facet | Wu, Bingli Li, Chunquan Du, Zepeng Yao, Qianlan Wu, Jianyi Feng, Li Zhang, Pixian Li, Shang Xu, Liyan Li, Enmin |
author_sort | Wu, Bingli |
collection | PubMed |
description | LCN2 (lipocalin 2) is a member of the lipocalin family of proteins that transport small, hydrophobic ligands. LCN2 is elevated in various cancers including esophageal squamous cell carcinoma (ESCC). In this study, LCN2 was overexpressed in the EC109 ESCC cell line and we applied integrated analyses of the gene expression data to identify protein-protein interactions (PPI) network to enhance our understanding of the role of LCN2 in ESCC. Through further mining of PPI sub-networks, hundreds of differentially expressed genes (DEGs) were identified to interact with thousands of other proteins. Subcellular localization analyses found the DEGs and their directly or indirectly interacting proteins distributed in multiple layers, which was applied to analyze the possible paths between two DEGs. Gene Ontology annotation generated a functional annotation map and found hundreds of significant terms, especially those associated with the known and potential roles of LCN2 protein. The algorithm of Random Walk with Restart was applied to prioritize the DEGs and identified several cancer-related DEGs ranked closest to LCN2 protein. These analyses based on PPI network have greatly expanded our understanding of the mRNA expression profile of LCN2 overexpresssion for future examination of the roles and mechanisms of LCN2. |
format | Online Article Text |
id | pubmed-4066265 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-40662652014-06-23 Network based analyses of gene expression profile of LCN2 overexpression in esophageal squamous cell carcinoma Wu, Bingli Li, Chunquan Du, Zepeng Yao, Qianlan Wu, Jianyi Feng, Li Zhang, Pixian Li, Shang Xu, Liyan Li, Enmin Sci Rep Article LCN2 (lipocalin 2) is a member of the lipocalin family of proteins that transport small, hydrophobic ligands. LCN2 is elevated in various cancers including esophageal squamous cell carcinoma (ESCC). In this study, LCN2 was overexpressed in the EC109 ESCC cell line and we applied integrated analyses of the gene expression data to identify protein-protein interactions (PPI) network to enhance our understanding of the role of LCN2 in ESCC. Through further mining of PPI sub-networks, hundreds of differentially expressed genes (DEGs) were identified to interact with thousands of other proteins. Subcellular localization analyses found the DEGs and their directly or indirectly interacting proteins distributed in multiple layers, which was applied to analyze the possible paths between two DEGs. Gene Ontology annotation generated a functional annotation map and found hundreds of significant terms, especially those associated with the known and potential roles of LCN2 protein. The algorithm of Random Walk with Restart was applied to prioritize the DEGs and identified several cancer-related DEGs ranked closest to LCN2 protein. These analyses based on PPI network have greatly expanded our understanding of the mRNA expression profile of LCN2 overexpresssion for future examination of the roles and mechanisms of LCN2. Nature Publishing Group 2014-06-23 /pmc/articles/PMC4066265/ /pubmed/24954627 http://dx.doi.org/10.1038/srep05403 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-sa/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/ |
spellingShingle | Article Wu, Bingli Li, Chunquan Du, Zepeng Yao, Qianlan Wu, Jianyi Feng, Li Zhang, Pixian Li, Shang Xu, Liyan Li, Enmin Network based analyses of gene expression profile of LCN2 overexpression in esophageal squamous cell carcinoma |
title | Network based analyses of gene expression profile of LCN2 overexpression in esophageal squamous cell carcinoma |
title_full | Network based analyses of gene expression profile of LCN2 overexpression in esophageal squamous cell carcinoma |
title_fullStr | Network based analyses of gene expression profile of LCN2 overexpression in esophageal squamous cell carcinoma |
title_full_unstemmed | Network based analyses of gene expression profile of LCN2 overexpression in esophageal squamous cell carcinoma |
title_short | Network based analyses of gene expression profile of LCN2 overexpression in esophageal squamous cell carcinoma |
title_sort | network based analyses of gene expression profile of lcn2 overexpression in esophageal squamous cell carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4066265/ https://www.ncbi.nlm.nih.gov/pubmed/24954627 http://dx.doi.org/10.1038/srep05403 |
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