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Inflammatory genes are novel prognostic biomarkers for colorectal cancer
Inflammatory genes serve a crucial role in the pathogenesis of inflammation-associated tumors. However, as recent studies have mainly focused on the effects of single inflammatory genes on colorectal cancer (CRC), but not on the global interactions between genes, the underlying mechanisms between in...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5979867/ https://www.ncbi.nlm.nih.gov/pubmed/29693170 http://dx.doi.org/10.3892/ijmm.2018.3631 |
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author | Jiang, Hao Dong, Li Gong, Fangyan Gu, Yuping Zhang, Henghun Fan, Dong Sun, Zhiguo |
author_facet | Jiang, Hao Dong, Li Gong, Fangyan Gu, Yuping Zhang, Henghun Fan, Dong Sun, Zhiguo |
author_sort | Jiang, Hao |
collection | PubMed |
description | Inflammatory genes serve a crucial role in the pathogenesis of inflammation-associated tumors. However, as recent studies have mainly focused on the effects of single inflammatory genes on colorectal cancer (CRC), but not on the global interactions between genes, the underlying mechanisms between inflammatory genes and CRC remain unclear. In the current study, two inflammation-associated networks were constructed based on inflammatory genes, differentially expressed genes (DEGs) in CRC vs. normal samples, and protein-protein interactions (PPIs). These networks included an inflammation-related neighbor network (IRNN) and an inflammation-related DEG network (IRDN). Notably, the results indicated that the inflammatory genes served as important CRC-associated genes in the IRNN. Certain inflammatory genes were more likely to be network hubs and exhibited higher betweenness centralities, indicating that these inflammatory hub genes had central roles in the communication between genes in the IRNN. By contrast, in the IRDN, functional enrichment analysis revealed that genes were enriched in numerous cancer-associated functions and pathways. Subsequently, 14 genes in a module were identified in the IRDN as the potential biomarkers associated with disease-free survival (DFS) in CRC patients in the GSE24550 dataset, the prognosis of which was further validated using three independent datasets (GSE24549, GSE34551 and GSE103479). All 14 genes (including BCAR1, CRK, FYN, GRB2, LCP2, PIK3R1, PLCG1, PTK2, PTPN11, PTPN6, SHC1, SOS1, SRC and SYK) in this module were inflammatory genes, emphasizing the critical role of inflammation in CRC. In conclusion, these findings based on integrated inflammation-associated networks provided a novel insight that may help elucidate the inflammation-mediated mechanisms involved in CRC. |
format | Online Article Text |
id | pubmed-5979867 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-59798672018-06-01 Inflammatory genes are novel prognostic biomarkers for colorectal cancer Jiang, Hao Dong, Li Gong, Fangyan Gu, Yuping Zhang, Henghun Fan, Dong Sun, Zhiguo Int J Mol Med Articles Inflammatory genes serve a crucial role in the pathogenesis of inflammation-associated tumors. However, as recent studies have mainly focused on the effects of single inflammatory genes on colorectal cancer (CRC), but not on the global interactions between genes, the underlying mechanisms between inflammatory genes and CRC remain unclear. In the current study, two inflammation-associated networks were constructed based on inflammatory genes, differentially expressed genes (DEGs) in CRC vs. normal samples, and protein-protein interactions (PPIs). These networks included an inflammation-related neighbor network (IRNN) and an inflammation-related DEG network (IRDN). Notably, the results indicated that the inflammatory genes served as important CRC-associated genes in the IRNN. Certain inflammatory genes were more likely to be network hubs and exhibited higher betweenness centralities, indicating that these inflammatory hub genes had central roles in the communication between genes in the IRNN. By contrast, in the IRDN, functional enrichment analysis revealed that genes were enriched in numerous cancer-associated functions and pathways. Subsequently, 14 genes in a module were identified in the IRDN as the potential biomarkers associated with disease-free survival (DFS) in CRC patients in the GSE24550 dataset, the prognosis of which was further validated using three independent datasets (GSE24549, GSE34551 and GSE103479). All 14 genes (including BCAR1, CRK, FYN, GRB2, LCP2, PIK3R1, PLCG1, PTK2, PTPN11, PTPN6, SHC1, SOS1, SRC and SYK) in this module were inflammatory genes, emphasizing the critical role of inflammation in CRC. In conclusion, these findings based on integrated inflammation-associated networks provided a novel insight that may help elucidate the inflammation-mediated mechanisms involved in CRC. D.A. Spandidos 2018-07 2018-04-18 /pmc/articles/PMC5979867/ /pubmed/29693170 http://dx.doi.org/10.3892/ijmm.2018.3631 Text en Copyright: © Jiang et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
spellingShingle | Articles Jiang, Hao Dong, Li Gong, Fangyan Gu, Yuping Zhang, Henghun Fan, Dong Sun, Zhiguo Inflammatory genes are novel prognostic biomarkers for colorectal cancer |
title | Inflammatory genes are novel prognostic biomarkers for colorectal cancer |
title_full | Inflammatory genes are novel prognostic biomarkers for colorectal cancer |
title_fullStr | Inflammatory genes are novel prognostic biomarkers for colorectal cancer |
title_full_unstemmed | Inflammatory genes are novel prognostic biomarkers for colorectal cancer |
title_short | Inflammatory genes are novel prognostic biomarkers for colorectal cancer |
title_sort | inflammatory genes are novel prognostic biomarkers for colorectal cancer |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5979867/ https://www.ncbi.nlm.nih.gov/pubmed/29693170 http://dx.doi.org/10.3892/ijmm.2018.3631 |
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