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Persistent dysregulation of genes in the development of endometriosis
BACKGROUND: Endometriosis is a chronic condition that affects women of child-bearing age. Since the etiology and pathogenesis of endometriosis have not been fully elucidated, it is important to investigate the mechanisms that lead to the deterioration of endometriosis. METHODS: In this study, the tr...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9708481/ https://www.ncbi.nlm.nih.gov/pubmed/36467354 http://dx.doi.org/10.21037/atm-22-4806 |
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author | Chen, Yanli Ma, Yanqun Zhai, Yanzhi Yang, Haiyan Zhang, Chunlan Lu, Yingxin Wei, Wei Cai, Qing Ding, Xuewen Lu, Shan Fang, Ziyu |
author_facet | Chen, Yanli Ma, Yanqun Zhai, Yanzhi Yang, Haiyan Zhang, Chunlan Lu, Yingxin Wei, Wei Cai, Qing Ding, Xuewen Lu, Shan Fang, Ziyu |
author_sort | Chen, Yanli |
collection | PubMed |
description | BACKGROUND: Endometriosis is a chronic condition that affects women of child-bearing age. Since the etiology and pathogenesis of endometriosis have not been fully elucidated, it is important to investigate the mechanisms that lead to the deterioration of endometriosis. METHODS: In this study, the transcriptome data of patients with normal, mild, and severe endometriosis were examined using the GSE51981 dataset obtained from the Gene Expression Omnibus database. Short Time Series Expression Miner (STEM) was used to screen the genes with continuous expression disorder in the development process, and the core genes were identified by constructing a protein-protein interaction network. The molecular mechanisms of endometriosis were examined using enrichment analysis. Finally, the transcription factors that regulate the core genes were predicted and the comprehensive mechanisms involved in the development of endometriosis were examined. RESULTS: A total of 3,472 differentially expressed genes were identified from the normal, mild, and severe endometriosis samples. These were allocated into 12 modules and HRAS, HSP90AA1, TGFB1, TP53, and UBC were selected as the core genes. Enrichment analysis showed that the genes in modules 6, 7, and 9 were significantly related to oxygen levels, metallic processes, and hormone levels, respectively. Transcription factor prediction analysis showed that TP53 regulates HRAS to participate in immune related signaling pathways. Drug prediction analysis identified 792 drugs that interact with the targeted core genes. CONCLUSIONS: This study explored the molecular mechanisms involved in the development of endometriosis and identified potential biomarkers of endometriosis. This data may provide novel targets and research directions for the diagnosis and treatment of endometriosis. |
format | Online Article Text |
id | pubmed-9708481 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-97084812022-12-01 Persistent dysregulation of genes in the development of endometriosis Chen, Yanli Ma, Yanqun Zhai, Yanzhi Yang, Haiyan Zhang, Chunlan Lu, Yingxin Wei, Wei Cai, Qing Ding, Xuewen Lu, Shan Fang, Ziyu Ann Transl Med Original Article BACKGROUND: Endometriosis is a chronic condition that affects women of child-bearing age. Since the etiology and pathogenesis of endometriosis have not been fully elucidated, it is important to investigate the mechanisms that lead to the deterioration of endometriosis. METHODS: In this study, the transcriptome data of patients with normal, mild, and severe endometriosis were examined using the GSE51981 dataset obtained from the Gene Expression Omnibus database. Short Time Series Expression Miner (STEM) was used to screen the genes with continuous expression disorder in the development process, and the core genes were identified by constructing a protein-protein interaction network. The molecular mechanisms of endometriosis were examined using enrichment analysis. Finally, the transcription factors that regulate the core genes were predicted and the comprehensive mechanisms involved in the development of endometriosis were examined. RESULTS: A total of 3,472 differentially expressed genes were identified from the normal, mild, and severe endometriosis samples. These were allocated into 12 modules and HRAS, HSP90AA1, TGFB1, TP53, and UBC were selected as the core genes. Enrichment analysis showed that the genes in modules 6, 7, and 9 were significantly related to oxygen levels, metallic processes, and hormone levels, respectively. Transcription factor prediction analysis showed that TP53 regulates HRAS to participate in immune related signaling pathways. Drug prediction analysis identified 792 drugs that interact with the targeted core genes. CONCLUSIONS: This study explored the molecular mechanisms involved in the development of endometriosis and identified potential biomarkers of endometriosis. This data may provide novel targets and research directions for the diagnosis and treatment of endometriosis. AME Publishing Company 2022-11 /pmc/articles/PMC9708481/ /pubmed/36467354 http://dx.doi.org/10.21037/atm-22-4806 Text en 2022 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 Chen, Yanli Ma, Yanqun Zhai, Yanzhi Yang, Haiyan Zhang, Chunlan Lu, Yingxin Wei, Wei Cai, Qing Ding, Xuewen Lu, Shan Fang, Ziyu Persistent dysregulation of genes in the development of endometriosis |
title | Persistent dysregulation of genes in the development of endometriosis |
title_full | Persistent dysregulation of genes in the development of endometriosis |
title_fullStr | Persistent dysregulation of genes in the development of endometriosis |
title_full_unstemmed | Persistent dysregulation of genes in the development of endometriosis |
title_short | Persistent dysregulation of genes in the development of endometriosis |
title_sort | persistent dysregulation of genes in the development of endometriosis |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9708481/ https://www.ncbi.nlm.nih.gov/pubmed/36467354 http://dx.doi.org/10.21037/atm-22-4806 |
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