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Identification of methylated-differentially expressed genes and pathways in esophageal squamous cell carcinoma
Methylation, as an epigenetic modification, can affect gene expression and play a role in the occurrence and development of cancer. This research is devoted to discover methylated-differentially expressed genes (MDEGs) in esophageal squamous cell carcinoma (ESCC) and explore special associated pathw...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier GmbH.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7283077/ https://www.ncbi.nlm.nih.gov/pubmed/32825936 http://dx.doi.org/10.1016/j.prp.2020.153050 |
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author | Sang, Liang Yu, Zhanwu Wang, Ang Li, Hao Dai, Xiantong Sun, Liping Liu, Hongxu Yuan, Yuan |
author_facet | Sang, Liang Yu, Zhanwu Wang, Ang Li, Hao Dai, Xiantong Sun, Liping Liu, Hongxu Yuan, Yuan |
author_sort | Sang, Liang |
collection | PubMed |
description | Methylation, as an epigenetic modification, can affect gene expression and play a role in the occurrence and development of cancer. This research is devoted to discover methylated-differentially expressed genes (MDEGs) in esophageal squamous cell carcinoma (ESCC) and explore special associated pathways. We downloaded GSE51287 methylation profiles and GSE26886 expression profiles from GEO DataSets, and performed a comprehensive bioinformatics analysis. Totally, 19 hypermethylated, lowly expressed genes (Hyper-LGs) were identified, and involved in regulation of cell proliferation, phosphorus metabolic process and protein kinase activity. Meanwhile, 17 hypomethylated, highly expressed genes (Hypo-HGs) were participated in collagen catabolic process, metallopeptidase and cytokine activity. Pathway analysis determined that Hyper-LGs were enriched in arachidonic acid metabolism pathway, while Hypo-HGs were primarily associated with the cytokine-cytokine receptor interaction pathway. IL 6, MMP3, MMP9, SPP1 were identified as hub genes based on the PPI network that combined 7 ranked methods included in cytoHubba, and verification was performed in human tissues. Our integrated analysis identified many novel genetic lesions in ESCC and provides a crucial molecular foundation to improve our understanding of ESCC. Hub genes, including IL 6, MMP3, MMP9 and SPP1, could be considered for use as aberrant methylation-based biomarkers to facilitate the accurate diagnosis and therapy of ESCC. |
format | Online Article Text |
id | pubmed-7283077 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier GmbH. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72830772020-06-10 Identification of methylated-differentially expressed genes and pathways in esophageal squamous cell carcinoma Sang, Liang Yu, Zhanwu Wang, Ang Li, Hao Dai, Xiantong Sun, Liping Liu, Hongxu Yuan, Yuan Pathol Res Pract Article Methylation, as an epigenetic modification, can affect gene expression and play a role in the occurrence and development of cancer. This research is devoted to discover methylated-differentially expressed genes (MDEGs) in esophageal squamous cell carcinoma (ESCC) and explore special associated pathways. We downloaded GSE51287 methylation profiles and GSE26886 expression profiles from GEO DataSets, and performed a comprehensive bioinformatics analysis. Totally, 19 hypermethylated, lowly expressed genes (Hyper-LGs) were identified, and involved in regulation of cell proliferation, phosphorus metabolic process and protein kinase activity. Meanwhile, 17 hypomethylated, highly expressed genes (Hypo-HGs) were participated in collagen catabolic process, metallopeptidase and cytokine activity. Pathway analysis determined that Hyper-LGs were enriched in arachidonic acid metabolism pathway, while Hypo-HGs were primarily associated with the cytokine-cytokine receptor interaction pathway. IL 6, MMP3, MMP9, SPP1 were identified as hub genes based on the PPI network that combined 7 ranked methods included in cytoHubba, and verification was performed in human tissues. Our integrated analysis identified many novel genetic lesions in ESCC and provides a crucial molecular foundation to improve our understanding of ESCC. Hub genes, including IL 6, MMP3, MMP9 and SPP1, could be considered for use as aberrant methylation-based biomarkers to facilitate the accurate diagnosis and therapy of ESCC. Elsevier GmbH. 2020-09 2020-06-10 /pmc/articles/PMC7283077/ /pubmed/32825936 http://dx.doi.org/10.1016/j.prp.2020.153050 Text en © 2020 Elsevier GmbH. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Sang, Liang Yu, Zhanwu Wang, Ang Li, Hao Dai, Xiantong Sun, Liping Liu, Hongxu Yuan, Yuan Identification of methylated-differentially expressed genes and pathways in esophageal squamous cell carcinoma |
title | Identification of methylated-differentially expressed genes and pathways in esophageal squamous cell carcinoma |
title_full | Identification of methylated-differentially expressed genes and pathways in esophageal squamous cell carcinoma |
title_fullStr | Identification of methylated-differentially expressed genes and pathways in esophageal squamous cell carcinoma |
title_full_unstemmed | Identification of methylated-differentially expressed genes and pathways in esophageal squamous cell carcinoma |
title_short | Identification of methylated-differentially expressed genes and pathways in esophageal squamous cell carcinoma |
title_sort | identification of methylated-differentially expressed genes and pathways in esophageal squamous cell carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7283077/ https://www.ncbi.nlm.nih.gov/pubmed/32825936 http://dx.doi.org/10.1016/j.prp.2020.153050 |
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