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An integrated analysis of DNA promoter methylation, microRNA regulation, and gene expression in gastric adenocarcinoma
BACKGROUND: Gastric adenocarcinoma (GAC), a common type of gastric cancer, poses a significant public health threat worldwide. This study aimed to determine the transcriptional regulatory mechanisms of GAC. METHODS: HTSeq-FPKM raw data were obtained from The Cancer Genome Atlas Stomach Adenocarcinom...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8506766/ https://www.ncbi.nlm.nih.gov/pubmed/34733966 http://dx.doi.org/10.21037/atm-21-3211 |
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author | Huang, Hongyun Xie, Lang Feng, Xiaoxuan Zheng, Zheng Ouyang, Juntao Li, Yan Yu, Jinlong |
author_facet | Huang, Hongyun Xie, Lang Feng, Xiaoxuan Zheng, Zheng Ouyang, Juntao Li, Yan Yu, Jinlong |
author_sort | Huang, Hongyun |
collection | PubMed |
description | BACKGROUND: Gastric adenocarcinoma (GAC), a common type of gastric cancer, poses a significant public health threat worldwide. This study aimed to determine the transcriptional regulatory mechanisms of GAC. METHODS: HTSeq-FPKM raw data were obtained from The Cancer Genome Atlas Stomach Adenocarcinoma data collection. Subsequently, the limma package in R was used to identify differentially expressed genes (DEGs). Differentially methylated genes (DMGs), DEGs, and differentially expressed microRNAs (miRNAs) in normal, and tumor tissues of the same patients were screened and compared using R software tools. A functional enrichment analysis was performed using Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) for various DEGs, DMGs, promoter methylation, and miRNAs. DEG-specific methylation and transcription factors were analyzed using ENCODE ChIP-seq. RESULTS: DEGs were centrally modified by the histone trimethylation of lysine 27 on histone H3 (H3K27me3). Upstream transcription factors of DEGs were enriched in different ChIP-seq clusters, such as Forkhead Box M1, E2F Transcription Factor 4, and suppressor of zest 12. Integrated regulatory networks of DEGs, promoter methylation, and miRNAs were constructed. Two miRNAs (hsa-mir-1 and hsa-mir-133a) and four DEGs (A disintegrin and metalloproteinase domain 12, transcription factor AP-2 alpha, solute carrier family 5 member 7, and cadherin 19) separately played important roles in the integrated regulatory network. Therefore, these DEGs, DMGs, promoter methylation, and miRNAs may play an important role in GAC pathogenesis. CONCLUSIONS: In summary, the present study results provide insights into the oncogenesis and progression of GAC, thus accelerating the development of novel targeted GAC therapies. |
format | Online Article Text |
id | pubmed-8506766 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-85067662021-11-02 An integrated analysis of DNA promoter methylation, microRNA regulation, and gene expression in gastric adenocarcinoma Huang, Hongyun Xie, Lang Feng, Xiaoxuan Zheng, Zheng Ouyang, Juntao Li, Yan Yu, Jinlong Ann Transl Med Original Article BACKGROUND: Gastric adenocarcinoma (GAC), a common type of gastric cancer, poses a significant public health threat worldwide. This study aimed to determine the transcriptional regulatory mechanisms of GAC. METHODS: HTSeq-FPKM raw data were obtained from The Cancer Genome Atlas Stomach Adenocarcinoma data collection. Subsequently, the limma package in R was used to identify differentially expressed genes (DEGs). Differentially methylated genes (DMGs), DEGs, and differentially expressed microRNAs (miRNAs) in normal, and tumor tissues of the same patients were screened and compared using R software tools. A functional enrichment analysis was performed using Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) for various DEGs, DMGs, promoter methylation, and miRNAs. DEG-specific methylation and transcription factors were analyzed using ENCODE ChIP-seq. RESULTS: DEGs were centrally modified by the histone trimethylation of lysine 27 on histone H3 (H3K27me3). Upstream transcription factors of DEGs were enriched in different ChIP-seq clusters, such as Forkhead Box M1, E2F Transcription Factor 4, and suppressor of zest 12. Integrated regulatory networks of DEGs, promoter methylation, and miRNAs were constructed. Two miRNAs (hsa-mir-1 and hsa-mir-133a) and four DEGs (A disintegrin and metalloproteinase domain 12, transcription factor AP-2 alpha, solute carrier family 5 member 7, and cadherin 19) separately played important roles in the integrated regulatory network. Therefore, these DEGs, DMGs, promoter methylation, and miRNAs may play an important role in GAC pathogenesis. CONCLUSIONS: In summary, the present study results provide insights into the oncogenesis and progression of GAC, thus accelerating the development of novel targeted GAC therapies. AME Publishing Company 2021-09 /pmc/articles/PMC8506766/ /pubmed/34733966 http://dx.doi.org/10.21037/atm-21-3211 Text en 2021 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 Huang, Hongyun Xie, Lang Feng, Xiaoxuan Zheng, Zheng Ouyang, Juntao Li, Yan Yu, Jinlong An integrated analysis of DNA promoter methylation, microRNA regulation, and gene expression in gastric adenocarcinoma |
title | An integrated analysis of DNA promoter methylation, microRNA regulation, and gene expression in gastric adenocarcinoma |
title_full | An integrated analysis of DNA promoter methylation, microRNA regulation, and gene expression in gastric adenocarcinoma |
title_fullStr | An integrated analysis of DNA promoter methylation, microRNA regulation, and gene expression in gastric adenocarcinoma |
title_full_unstemmed | An integrated analysis of DNA promoter methylation, microRNA regulation, and gene expression in gastric adenocarcinoma |
title_short | An integrated analysis of DNA promoter methylation, microRNA regulation, and gene expression in gastric adenocarcinoma |
title_sort | integrated analysis of dna promoter methylation, microrna regulation, and gene expression in gastric adenocarcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8506766/ https://www.ncbi.nlm.nih.gov/pubmed/34733966 http://dx.doi.org/10.21037/atm-21-3211 |
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