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A functional module-based exploration between inflammation and cancer in esophagus
Inflammation contributing to the underlying progression of diverse human cancers has been generally appreciated, however, explorations into the molecular links between inflammation and cancer in esophagus are still at its early stage. In our study, we presented a functional module-based approach, in...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4614801/ https://www.ncbi.nlm.nih.gov/pubmed/26489668 http://dx.doi.org/10.1038/srep15340 |
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author | Liu, Nannan Li, Chunhua Huang, Yan Yi, Ying Bo, Wanlan Li, Chunmiao Li, Yue Hu, Yongfei Li, Kongning Wang, Hong Zhuang, Liwei Fan, Huihui Wang, Dong |
author_facet | Liu, Nannan Li, Chunhua Huang, Yan Yi, Ying Bo, Wanlan Li, Chunmiao Li, Yue Hu, Yongfei Li, Kongning Wang, Hong Zhuang, Liwei Fan, Huihui Wang, Dong |
author_sort | Liu, Nannan |
collection | PubMed |
description | Inflammation contributing to the underlying progression of diverse human cancers has been generally appreciated, however, explorations into the molecular links between inflammation and cancer in esophagus are still at its early stage. In our study, we presented a functional module-based approach, in combination with multiple data resource (gene expression, protein-protein interactions (PPI), transcriptional and post-transcriptional regulations) to decipher the underlying links. Via mapping differentially expressed disease genes, functional disease modules were identified. As indicated, those common genes and interactions tended to play important roles in linking inflammation and cancer. Based on crosstalk analysis, we demonstrated that, although most disease genes were not shared by both kinds of modules, they might act through participating in the same or similar functions to complete the molecular links. Additionally, we applied pivot analysis to extract significant regulators for per significant crosstalk module pair. As shown, pivot regulators might manipulate vital parts of the module subnetworks, and then work together to bridge inflammation and cancer in esophagus. Collectively, based on our functional module analysis, we demonstrated that shared genes or interactions, significant crosstalk modules, and those significant pivot regulators were served as different functional parts underlying the molecular links between inflammation and cancer in esophagus. |
format | Online Article Text |
id | pubmed-4614801 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-46148012015-10-29 A functional module-based exploration between inflammation and cancer in esophagus Liu, Nannan Li, Chunhua Huang, Yan Yi, Ying Bo, Wanlan Li, Chunmiao Li, Yue Hu, Yongfei Li, Kongning Wang, Hong Zhuang, Liwei Fan, Huihui Wang, Dong Sci Rep Article Inflammation contributing to the underlying progression of diverse human cancers has been generally appreciated, however, explorations into the molecular links between inflammation and cancer in esophagus are still at its early stage. In our study, we presented a functional module-based approach, in combination with multiple data resource (gene expression, protein-protein interactions (PPI), transcriptional and post-transcriptional regulations) to decipher the underlying links. Via mapping differentially expressed disease genes, functional disease modules were identified. As indicated, those common genes and interactions tended to play important roles in linking inflammation and cancer. Based on crosstalk analysis, we demonstrated that, although most disease genes were not shared by both kinds of modules, they might act through participating in the same or similar functions to complete the molecular links. Additionally, we applied pivot analysis to extract significant regulators for per significant crosstalk module pair. As shown, pivot regulators might manipulate vital parts of the module subnetworks, and then work together to bridge inflammation and cancer in esophagus. Collectively, based on our functional module analysis, we demonstrated that shared genes or interactions, significant crosstalk modules, and those significant pivot regulators were served as different functional parts underlying the molecular links between inflammation and cancer in esophagus. Nature Publishing Group 2015-10-22 /pmc/articles/PMC4614801/ /pubmed/26489668 http://dx.doi.org/10.1038/srep15340 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 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 to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Liu, Nannan Li, Chunhua Huang, Yan Yi, Ying Bo, Wanlan Li, Chunmiao Li, Yue Hu, Yongfei Li, Kongning Wang, Hong Zhuang, Liwei Fan, Huihui Wang, Dong A functional module-based exploration between inflammation and cancer in esophagus |
title | A functional module-based exploration between inflammation and cancer in esophagus |
title_full | A functional module-based exploration between inflammation and cancer in esophagus |
title_fullStr | A functional module-based exploration between inflammation and cancer in esophagus |
title_full_unstemmed | A functional module-based exploration between inflammation and cancer in esophagus |
title_short | A functional module-based exploration between inflammation and cancer in esophagus |
title_sort | functional module-based exploration between inflammation and cancer in esophagus |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4614801/ https://www.ncbi.nlm.nih.gov/pubmed/26489668 http://dx.doi.org/10.1038/srep15340 |
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