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Network and pathway-based analysis of genes associated with esophageal squamous cell carcinoma
BACKGROUND: Although diagnostic methods and treatments have improved over the last few years, the 5-year survival rate of esophageal squamous cell carcinoma (ESCC) patients remains generally poor. The development of high-throughput technology has facilitated great achievements in localization of ESC...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929830/ https://www.ncbi.nlm.nih.gov/pubmed/36819552 http://dx.doi.org/10.21037/atm-22-6512 |
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author | He, Wenwu Yuan, Kun He, Jinlan Wang, Chenghao Peng, Lin Han, Yongtao Chen, Nianyong |
author_facet | He, Wenwu Yuan, Kun He, Jinlan Wang, Chenghao Peng, Lin Han, Yongtao Chen, Nianyong |
author_sort | He, Wenwu |
collection | PubMed |
description | BACKGROUND: Although diagnostic methods and treatments have improved over the last few years, the 5-year survival rate of esophageal squamous cell carcinoma (ESCC) patients remains generally poor. The development of high-throughput technology has facilitated great achievements in localization of ESCC-related genes. To take a further step toward a thorough understanding of ESCC at a molecular level, the potential pathogenesis of ESCC needs to be deciphered. METHODS: The interaction of ESCC-related genes was explored by collecting genes associated with ESCC and then performing gene enrichment assays, pathway enrichment assays, pathway crosstalk analysis, and extraction of ESCC-specific subnetwork to describe the relevant biochemical processes. RESULTS: Through Gene Ontology (GO) enrichment analysis, many molecular functions related to response to chemical, cellular response to stimulus, and cell proliferation were found to be significantly enriched in ESCC-related genes. The results of pathway and pathway crosstalk analysis showed that pathways associated with multiple malignant tumors, the immune system, and metabolic processes were significantly enriched in ESCC-related genes. Through the analysis of specific subnetworks, we obtained some novel ESCC-related potential genes, such as MUC13, GSTO1, FIN, GRB2, CDC25C, and others. CONCLUSIONS: The molecular mechanism of ESCC is extremely complex. Some inducing factors change the expression status of many genes. The abnormal expression of genes mediates the biological processes involved in immunity and metabolism, apoptosis, and cell proliferation, leading to the occurrence of tumors. The genes MUC13, RYK, and FIN may be potential prognostic indicators of ESCC; GRB2 and CDC25C may be potential targets of ESCC in proliferation. Our work may provide valuable information for further understanding the molecular mechanisms for the development of ESCC. |
format | Online Article Text |
id | pubmed-9929830 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-99298302023-02-16 Network and pathway-based analysis of genes associated with esophageal squamous cell carcinoma He, Wenwu Yuan, Kun He, Jinlan Wang, Chenghao Peng, Lin Han, Yongtao Chen, Nianyong Ann Transl Med Original Article BACKGROUND: Although diagnostic methods and treatments have improved over the last few years, the 5-year survival rate of esophageal squamous cell carcinoma (ESCC) patients remains generally poor. The development of high-throughput technology has facilitated great achievements in localization of ESCC-related genes. To take a further step toward a thorough understanding of ESCC at a molecular level, the potential pathogenesis of ESCC needs to be deciphered. METHODS: The interaction of ESCC-related genes was explored by collecting genes associated with ESCC and then performing gene enrichment assays, pathway enrichment assays, pathway crosstalk analysis, and extraction of ESCC-specific subnetwork to describe the relevant biochemical processes. RESULTS: Through Gene Ontology (GO) enrichment analysis, many molecular functions related to response to chemical, cellular response to stimulus, and cell proliferation were found to be significantly enriched in ESCC-related genes. The results of pathway and pathway crosstalk analysis showed that pathways associated with multiple malignant tumors, the immune system, and metabolic processes were significantly enriched in ESCC-related genes. Through the analysis of specific subnetworks, we obtained some novel ESCC-related potential genes, such as MUC13, GSTO1, FIN, GRB2, CDC25C, and others. CONCLUSIONS: The molecular mechanism of ESCC is extremely complex. Some inducing factors change the expression status of many genes. The abnormal expression of genes mediates the biological processes involved in immunity and metabolism, apoptosis, and cell proliferation, leading to the occurrence of tumors. The genes MUC13, RYK, and FIN may be potential prognostic indicators of ESCC; GRB2 and CDC25C may be potential targets of ESCC in proliferation. Our work may provide valuable information for further understanding the molecular mechanisms for the development of ESCC. AME Publishing Company 2023-01-31 2023-01-31 /pmc/articles/PMC9929830/ /pubmed/36819552 http://dx.doi.org/10.21037/atm-22-6512 Text en 2023 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article He, Wenwu Yuan, Kun He, Jinlan Wang, Chenghao Peng, Lin Han, Yongtao Chen, Nianyong Network and pathway-based analysis of genes associated with esophageal squamous cell carcinoma |
title | Network and pathway-based analysis of genes associated with esophageal squamous cell carcinoma |
title_full | Network and pathway-based analysis of genes associated with esophageal squamous cell carcinoma |
title_fullStr | Network and pathway-based analysis of genes associated with esophageal squamous cell carcinoma |
title_full_unstemmed | Network and pathway-based analysis of genes associated with esophageal squamous cell carcinoma |
title_short | Network and pathway-based analysis of genes associated with esophageal squamous cell carcinoma |
title_sort | network and pathway-based analysis of genes associated with esophageal squamous cell carcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929830/ https://www.ncbi.nlm.nih.gov/pubmed/36819552 http://dx.doi.org/10.21037/atm-22-6512 |
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