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Integrated Analysis of ceRNA Regulatory Network Associated With Tumor Stage in Cervical Cancer
OBJECTIVE: To analyze the abnormally expressed genes involved in cervical cancer occurrence and development. MATERIALS AND METHODS: Integrated bioinformatics methods were used to analyze differentially expressed (DE) RNAs, including mRNAs, microRNAs (miRNAs), and long non-coding RNAs (lncRNAs), in s...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021857/ https://www.ncbi.nlm.nih.gov/pubmed/33833775 http://dx.doi.org/10.3389/fgene.2021.618753 |
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author | Ma, Xiaojie Zhang, Qian Du, Jiayu Tang, Jie Tan, Bangxian |
author_facet | Ma, Xiaojie Zhang, Qian Du, Jiayu Tang, Jie Tan, Bangxian |
author_sort | Ma, Xiaojie |
collection | PubMed |
description | OBJECTIVE: To analyze the abnormally expressed genes involved in cervical cancer occurrence and development. MATERIALS AND METHODS: Integrated bioinformatics methods were used to analyze differentially expressed (DE) RNAs, including mRNAs, microRNAs (miRNAs), and long non-coding RNAs (lncRNAs), in stage I, II, III, and IV cervical cancer patients from the TCGA database to fully reveal the dynamic changes caused by cervical cancer. RESULTS: First, DE RNAs in cervical cancer tissues from stage I, II, III, and IV patients and normal cervical tissues were identified and divided into different profiles. Several DE RNA profiles were down-regulated or up-regulated in stage I, III, and IV patients. GO and KEGG analysis of DE mRNA profile 1, 2, 4, 5, 6 and 22 which were significantly down-regulated or up-regulated showed that DE mRNAs are involved in cell division, DNA replication, cell adhesion, the positive and negative regulation of RNA polymerase ll promoter transcription. Besides, DE RNA profiles with significant differences in patient stages were analyzed to perform a competing endogenous RNA (ceRNA) regulatory network of lncRNA, miRNA, and mRNA. The protein-protein interaction (PPI) network of DE mRNAs in the ceRNA regulatory network was also constructed. The network had nine central genes (up-regulated genes: CDKN2A, GSK3B, BIRC5, CYCS, MAD2L1; down-regulated genes: PTEN, FOXO3, CCND2, TGFBR2). Survival analysis found that 5 lncRNAs, 9 mRNAs, and 4 miRNAs can be used as prognostic indicators of cervical cancer. Finally, combined with cluster analysis results, we further screened 2 DE RNAs (AMZ2P1 and HDAC5) using clinical samples, suggesting that AMZ2P1, and HDAC5 may act as diagnostic biomarkers for the development of cervical cancer. CONCLUSION: This research provides new effective targets and reliable biological markers for the diagnosis and prognosis of cervical cancer. |
format | Online Article Text |
id | pubmed-8021857 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-80218572021-04-07 Integrated Analysis of ceRNA Regulatory Network Associated With Tumor Stage in Cervical Cancer Ma, Xiaojie Zhang, Qian Du, Jiayu Tang, Jie Tan, Bangxian Front Genet Genetics OBJECTIVE: To analyze the abnormally expressed genes involved in cervical cancer occurrence and development. MATERIALS AND METHODS: Integrated bioinformatics methods were used to analyze differentially expressed (DE) RNAs, including mRNAs, microRNAs (miRNAs), and long non-coding RNAs (lncRNAs), in stage I, II, III, and IV cervical cancer patients from the TCGA database to fully reveal the dynamic changes caused by cervical cancer. RESULTS: First, DE RNAs in cervical cancer tissues from stage I, II, III, and IV patients and normal cervical tissues were identified and divided into different profiles. Several DE RNA profiles were down-regulated or up-regulated in stage I, III, and IV patients. GO and KEGG analysis of DE mRNA profile 1, 2, 4, 5, 6 and 22 which were significantly down-regulated or up-regulated showed that DE mRNAs are involved in cell division, DNA replication, cell adhesion, the positive and negative regulation of RNA polymerase ll promoter transcription. Besides, DE RNA profiles with significant differences in patient stages were analyzed to perform a competing endogenous RNA (ceRNA) regulatory network of lncRNA, miRNA, and mRNA. The protein-protein interaction (PPI) network of DE mRNAs in the ceRNA regulatory network was also constructed. The network had nine central genes (up-regulated genes: CDKN2A, GSK3B, BIRC5, CYCS, MAD2L1; down-regulated genes: PTEN, FOXO3, CCND2, TGFBR2). Survival analysis found that 5 lncRNAs, 9 mRNAs, and 4 miRNAs can be used as prognostic indicators of cervical cancer. Finally, combined with cluster analysis results, we further screened 2 DE RNAs (AMZ2P1 and HDAC5) using clinical samples, suggesting that AMZ2P1, and HDAC5 may act as diagnostic biomarkers for the development of cervical cancer. CONCLUSION: This research provides new effective targets and reliable biological markers for the diagnosis and prognosis of cervical cancer. Frontiers Media S.A. 2021-03-23 /pmc/articles/PMC8021857/ /pubmed/33833775 http://dx.doi.org/10.3389/fgene.2021.618753 Text en Copyright © 2021 Ma, Zhang, Du, Tang and Tan. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Ma, Xiaojie Zhang, Qian Du, Jiayu Tang, Jie Tan, Bangxian Integrated Analysis of ceRNA Regulatory Network Associated With Tumor Stage in Cervical Cancer |
title | Integrated Analysis of ceRNA Regulatory Network Associated With Tumor Stage in Cervical Cancer |
title_full | Integrated Analysis of ceRNA Regulatory Network Associated With Tumor Stage in Cervical Cancer |
title_fullStr | Integrated Analysis of ceRNA Regulatory Network Associated With Tumor Stage in Cervical Cancer |
title_full_unstemmed | Integrated Analysis of ceRNA Regulatory Network Associated With Tumor Stage in Cervical Cancer |
title_short | Integrated Analysis of ceRNA Regulatory Network Associated With Tumor Stage in Cervical Cancer |
title_sort | integrated analysis of cerna regulatory network associated with tumor stage in cervical cancer |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021857/ https://www.ncbi.nlm.nih.gov/pubmed/33833775 http://dx.doi.org/10.3389/fgene.2021.618753 |
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