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Identification of the hub genes and transcription factor-miRNA axes involved in Helicobacter pylori-associated gastric cancer
It has been previously reported that transcription factor-microRNA (TF-miRNA) axes play a significant role in the carcinogenesis of several types of malignant tumor. However, there is a lack of research into the differences in the mechanism of Helicobacter pylori (HP)-positive [HP(+)] and HP-negativ...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8805177/ https://www.ncbi.nlm.nih.gov/pubmed/35126731 http://dx.doi.org/10.3892/ol.2022.13209 |
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author | Zhao, Peng Ma, Xianxiong Cheng, Jiancheng Chen, Hengyu Li, Lei |
author_facet | Zhao, Peng Ma, Xianxiong Cheng, Jiancheng Chen, Hengyu Li, Lei |
author_sort | Zhao, Peng |
collection | PubMed |
description | It has been previously reported that transcription factor-microRNA (TF-miRNA) axes play a significant role in the carcinogenesis of several types of malignant tumor. However, there is a lack of research into the differences in the mechanism of Helicobacter pylori (HP)-positive [HP(+)] and HP-negative [HP(−)] gastric cancer. The aim of the present study was to identify the hub genes and TF-miRNA axes, and to determine the potential mechanisms involved in HP-associated gastric cancer. HP-associated mRNA and miRNA data, as well as the corresponding clinical information, was downloaded from The Cancer Genome Atlas database. Differentially expressed genes (DEGs) and DE miRNAs (DEMs) were then identified from the HP(+) and HP(−) cancer mRNA and miRNA datasets, respectively. Subsequently, gene set enrichment analysis and the protein-protein interaction (PPI) networks were investigated using the ClusterProfiler packages. Lastly, TF-miRNA-DEG networks were constructed using the miRWalk online tool. A total of 1,050 DEGs and 13 DEMs were identified from the normalized mRNA and miRNA expression datasets, respectively. In addition, 180 Gene Ontology terms and 30 Kyoto Encyclopedia of Genes and Genomes pathways were found to be enriched, while 6 hub genes were identified from the PPI analysis. Furthermore, 7 TF-miRNA interactions and 181 TF-miRNA-DEG axes were constructed using an integrated bioinformatics approach, while 2 TF-miRNA interactions (ZEB1-miRNA-144-3p and PAX2-miRNA-592) were confirmed using reverse transcription-quantitative PCR in samples from enrolled patients. Moreover, the ZEB1-miRNA-144-3p axis was further validated based on dual luciferase reporter assay results. In summary, an integrated bioinformatics approach was used to screen the significant molecular and regulatory axes, which may provide a novel direction to investigate the pathogenesis of gastric cancer associated with HP. |
format | Online Article Text |
id | pubmed-8805177 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-88051772022-02-03 Identification of the hub genes and transcription factor-miRNA axes involved in Helicobacter pylori-associated gastric cancer Zhao, Peng Ma, Xianxiong Cheng, Jiancheng Chen, Hengyu Li, Lei Oncol Lett Articles It has been previously reported that transcription factor-microRNA (TF-miRNA) axes play a significant role in the carcinogenesis of several types of malignant tumor. However, there is a lack of research into the differences in the mechanism of Helicobacter pylori (HP)-positive [HP(+)] and HP-negative [HP(−)] gastric cancer. The aim of the present study was to identify the hub genes and TF-miRNA axes, and to determine the potential mechanisms involved in HP-associated gastric cancer. HP-associated mRNA and miRNA data, as well as the corresponding clinical information, was downloaded from The Cancer Genome Atlas database. Differentially expressed genes (DEGs) and DE miRNAs (DEMs) were then identified from the HP(+) and HP(−) cancer mRNA and miRNA datasets, respectively. Subsequently, gene set enrichment analysis and the protein-protein interaction (PPI) networks were investigated using the ClusterProfiler packages. Lastly, TF-miRNA-DEG networks were constructed using the miRWalk online tool. A total of 1,050 DEGs and 13 DEMs were identified from the normalized mRNA and miRNA expression datasets, respectively. In addition, 180 Gene Ontology terms and 30 Kyoto Encyclopedia of Genes and Genomes pathways were found to be enriched, while 6 hub genes were identified from the PPI analysis. Furthermore, 7 TF-miRNA interactions and 181 TF-miRNA-DEG axes were constructed using an integrated bioinformatics approach, while 2 TF-miRNA interactions (ZEB1-miRNA-144-3p and PAX2-miRNA-592) were confirmed using reverse transcription-quantitative PCR in samples from enrolled patients. Moreover, the ZEB1-miRNA-144-3p axis was further validated based on dual luciferase reporter assay results. In summary, an integrated bioinformatics approach was used to screen the significant molecular and regulatory axes, which may provide a novel direction to investigate the pathogenesis of gastric cancer associated with HP. D.A. Spandidos 2022-03 2022-01-21 /pmc/articles/PMC8805177/ /pubmed/35126731 http://dx.doi.org/10.3892/ol.2022.13209 Text en Copyright: © Zhao et al. https://creativecommons.org/licenses/by-nc-nd/4.0/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 Zhao, Peng Ma, Xianxiong Cheng, Jiancheng Chen, Hengyu Li, Lei Identification of the hub genes and transcription factor-miRNA axes involved in Helicobacter pylori-associated gastric cancer |
title | Identification of the hub genes and transcription factor-miRNA axes involved in Helicobacter pylori-associated gastric cancer |
title_full | Identification of the hub genes and transcription factor-miRNA axes involved in Helicobacter pylori-associated gastric cancer |
title_fullStr | Identification of the hub genes and transcription factor-miRNA axes involved in Helicobacter pylori-associated gastric cancer |
title_full_unstemmed | Identification of the hub genes and transcription factor-miRNA axes involved in Helicobacter pylori-associated gastric cancer |
title_short | Identification of the hub genes and transcription factor-miRNA axes involved in Helicobacter pylori-associated gastric cancer |
title_sort | identification of the hub genes and transcription factor-mirna axes involved in helicobacter pylori-associated gastric cancer |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8805177/ https://www.ncbi.nlm.nih.gov/pubmed/35126731 http://dx.doi.org/10.3892/ol.2022.13209 |
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