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Comparative transcriptome characterization of esophageal squamous cell carcinoma and adenocarcinoma
BACKGROUND: Esophageal cancers are primarily categorized as esophageal squamous cell carcinoma (ESCC) and esophageal adenocarcinoma (EAC). While various (epi) genomic alterations associated with tumor development in ESCC and EAC have been documented, a comprehensive comparison of the transcriptomes...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410469/ https://www.ncbi.nlm.nih.gov/pubmed/37564101 http://dx.doi.org/10.1016/j.csbj.2023.07.030 |
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author | Li, Xianfeng Wang, Yan Min, Qingjie Zhang, Weimin Teng, Huajing Li, Chao Zhang, Kun Shi, Leisheng Wang, Bin Zhan, Qimin |
author_facet | Li, Xianfeng Wang, Yan Min, Qingjie Zhang, Weimin Teng, Huajing Li, Chao Zhang, Kun Shi, Leisheng Wang, Bin Zhan, Qimin |
author_sort | Li, Xianfeng |
collection | PubMed |
description | BACKGROUND: Esophageal cancers are primarily categorized as esophageal squamous cell carcinoma (ESCC) and esophageal adenocarcinoma (EAC). While various (epi) genomic alterations associated with tumor development in ESCC and EAC have been documented, a comprehensive comparison of the transcriptomes in these two cancer subtypes remains lacking. METHODS: We collected 551 gene expression profiles from publicly available sources, including normal, ESCC, and EAC tissues or cell lines. Subsequently, we conducted a systematic analysis to compare the transcriptomes of these samples at various levels, including gene expression, promoter activity, alternative splicing (AS), alternative polyadenylation (APA), and gene fusion. RESULTS: Seven distinct cluster gene expression patterns were identified among the differentially expressed genes in normal, ESCC, and EAC tissues. These patterns were enriched in the PI3K-Akt signaling pathway and the activation of extracellular matrix organization and exhibited repression of epidermal development. Notably, we observed additional genes or unique expression levels enriched in these shared pathways and biological processes related to tumor development and immune activation. In addition to the differentially expressed genes, there was an enrichment of lncRNA co-expression networks and downregulation of promoter activity associated with the repression of epidermal development in both ESCC and EAC. This indicates a common feature between these two cancer subtypes. Furthermore, differential AS and APA patterns in ESCC and EAC appear to partially affect the expression of host genes associated with bacterial or viral infections in these subtypes. No gene fusions were observed between ESCC and EAC, thus highlighting the distinct molecular mechanisms underlying these two cancer subtypes. CONCLUSIONS: We conducted a comprehensive comparison of ESCC and EAC transcriptomes and uncovered shared and distinct transcriptomic signatures at multiple levels. These findings suggest that ESCC and EAC may exhibit common and unique mechanisms involved in tumorigenesis. |
format | Online Article Text |
id | pubmed-10410469 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-104104692023-08-10 Comparative transcriptome characterization of esophageal squamous cell carcinoma and adenocarcinoma Li, Xianfeng Wang, Yan Min, Qingjie Zhang, Weimin Teng, Huajing Li, Chao Zhang, Kun Shi, Leisheng Wang, Bin Zhan, Qimin Comput Struct Biotechnol J Research Article BACKGROUND: Esophageal cancers are primarily categorized as esophageal squamous cell carcinoma (ESCC) and esophageal adenocarcinoma (EAC). While various (epi) genomic alterations associated with tumor development in ESCC and EAC have been documented, a comprehensive comparison of the transcriptomes in these two cancer subtypes remains lacking. METHODS: We collected 551 gene expression profiles from publicly available sources, including normal, ESCC, and EAC tissues or cell lines. Subsequently, we conducted a systematic analysis to compare the transcriptomes of these samples at various levels, including gene expression, promoter activity, alternative splicing (AS), alternative polyadenylation (APA), and gene fusion. RESULTS: Seven distinct cluster gene expression patterns were identified among the differentially expressed genes in normal, ESCC, and EAC tissues. These patterns were enriched in the PI3K-Akt signaling pathway and the activation of extracellular matrix organization and exhibited repression of epidermal development. Notably, we observed additional genes or unique expression levels enriched in these shared pathways and biological processes related to tumor development and immune activation. In addition to the differentially expressed genes, there was an enrichment of lncRNA co-expression networks and downregulation of promoter activity associated with the repression of epidermal development in both ESCC and EAC. This indicates a common feature between these two cancer subtypes. Furthermore, differential AS and APA patterns in ESCC and EAC appear to partially affect the expression of host genes associated with bacterial or viral infections in these subtypes. No gene fusions were observed between ESCC and EAC, thus highlighting the distinct molecular mechanisms underlying these two cancer subtypes. CONCLUSIONS: We conducted a comprehensive comparison of ESCC and EAC transcriptomes and uncovered shared and distinct transcriptomic signatures at multiple levels. These findings suggest that ESCC and EAC may exhibit common and unique mechanisms involved in tumorigenesis. Research Network of Computational and Structural Biotechnology 2023-07-25 /pmc/articles/PMC10410469/ /pubmed/37564101 http://dx.doi.org/10.1016/j.csbj.2023.07.030 Text en © 2023 The Authors. Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Li, Xianfeng Wang, Yan Min, Qingjie Zhang, Weimin Teng, Huajing Li, Chao Zhang, Kun Shi, Leisheng Wang, Bin Zhan, Qimin Comparative transcriptome characterization of esophageal squamous cell carcinoma and adenocarcinoma |
title | Comparative transcriptome characterization of esophageal squamous cell carcinoma and adenocarcinoma |
title_full | Comparative transcriptome characterization of esophageal squamous cell carcinoma and adenocarcinoma |
title_fullStr | Comparative transcriptome characterization of esophageal squamous cell carcinoma and adenocarcinoma |
title_full_unstemmed | Comparative transcriptome characterization of esophageal squamous cell carcinoma and adenocarcinoma |
title_short | Comparative transcriptome characterization of esophageal squamous cell carcinoma and adenocarcinoma |
title_sort | comparative transcriptome characterization of esophageal squamous cell carcinoma and adenocarcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410469/ https://www.ncbi.nlm.nih.gov/pubmed/37564101 http://dx.doi.org/10.1016/j.csbj.2023.07.030 |
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