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Construction of miRNA-mRNA Regulatory Network and Prognostic Signature in Endometrial Cancer
INTRODUCTION: This bioinformatic study confirmed a new miRNA-mRNA regulatory network and a prognostic signature in endometrial cancer (EC). MATERIALS AND METHODS: We downloaded RNA-seq and miRNA-seq data of EC from the TCGA database, then used EdegR package to screen differentially expressed miRNAs...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8039850/ https://www.ncbi.nlm.nih.gov/pubmed/33854334 http://dx.doi.org/10.2147/OTT.S272222 |
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author | Sun, Rui Liu, Jinhui Nie, Sipei Li, Siyue Yang, Jing Jiang, Yi Cheng, Wenjun |
author_facet | Sun, Rui Liu, Jinhui Nie, Sipei Li, Siyue Yang, Jing Jiang, Yi Cheng, Wenjun |
author_sort | Sun, Rui |
collection | PubMed |
description | INTRODUCTION: This bioinformatic study confirmed a new miRNA-mRNA regulatory network and a prognostic signature in endometrial cancer (EC). MATERIALS AND METHODS: We downloaded RNA-seq and miRNA-seq data of EC from the TCGA database, then used EdegR package to screen differentially expressed miRNAs and mRNAs (DE-miRNAs and DE-mRNAs). Then, we constructed a regulatory network of EC-associated miRNAs and hub genes by Cytoscape, and determined the expression of unexplored miRNAs in EC tissues and normal adjacent tissues by quantitative Real-Time PCR (qRT-PCR). A prognostic signature model and a predictive nomogram were constructed. Finally, we explored the association between the prognostic model and the immune cell infiltration. RESULTS: A total of 11,531 DE-mRNAs and 236 DE-miRNAs, as well as 275 and 118 candidate DEGs for upregulated and downregulated DE-miRNAs were screened out. The miRNA-mRNA network included 5 downregulated and 13 upregulated DE-miRNAs. qRT-PCR proved that the expression levels of miRNA-18a-5p, miRNA-18b-5p, miRNA-449c-5p and miRNA-1224-5p and their target genes (NR3C1, CTGF, MYC, and TNS1) were consistent with our predictions. Univariate and multivariate Cox proportional hazards regression analyses of the hub genes revealed a significant prognostic value of NR3C1, EZH2, AND GATA4, and these genes were closely related to eight types of immune infiltration cells. CONCLUSION: We identified three genes as candidate biomarkers for EC, which may provide a theoretical basis for targeted therapy. |
format | Online Article Text |
id | pubmed-8039850 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-80398502021-04-13 Construction of miRNA-mRNA Regulatory Network and Prognostic Signature in Endometrial Cancer Sun, Rui Liu, Jinhui Nie, Sipei Li, Siyue Yang, Jing Jiang, Yi Cheng, Wenjun Onco Targets Ther Original Research INTRODUCTION: This bioinformatic study confirmed a new miRNA-mRNA regulatory network and a prognostic signature in endometrial cancer (EC). MATERIALS AND METHODS: We downloaded RNA-seq and miRNA-seq data of EC from the TCGA database, then used EdegR package to screen differentially expressed miRNAs and mRNAs (DE-miRNAs and DE-mRNAs). Then, we constructed a regulatory network of EC-associated miRNAs and hub genes by Cytoscape, and determined the expression of unexplored miRNAs in EC tissues and normal adjacent tissues by quantitative Real-Time PCR (qRT-PCR). A prognostic signature model and a predictive nomogram were constructed. Finally, we explored the association between the prognostic model and the immune cell infiltration. RESULTS: A total of 11,531 DE-mRNAs and 236 DE-miRNAs, as well as 275 and 118 candidate DEGs for upregulated and downregulated DE-miRNAs were screened out. The miRNA-mRNA network included 5 downregulated and 13 upregulated DE-miRNAs. qRT-PCR proved that the expression levels of miRNA-18a-5p, miRNA-18b-5p, miRNA-449c-5p and miRNA-1224-5p and their target genes (NR3C1, CTGF, MYC, and TNS1) were consistent with our predictions. Univariate and multivariate Cox proportional hazards regression analyses of the hub genes revealed a significant prognostic value of NR3C1, EZH2, AND GATA4, and these genes were closely related to eight types of immune infiltration cells. CONCLUSION: We identified three genes as candidate biomarkers for EC, which may provide a theoretical basis for targeted therapy. Dove 2021-04-06 /pmc/articles/PMC8039850/ /pubmed/33854334 http://dx.doi.org/10.2147/OTT.S272222 Text en © 2021 Sun et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Sun, Rui Liu, Jinhui Nie, Sipei Li, Siyue Yang, Jing Jiang, Yi Cheng, Wenjun Construction of miRNA-mRNA Regulatory Network and Prognostic Signature in Endometrial Cancer |
title | Construction of miRNA-mRNA Regulatory Network and Prognostic Signature in Endometrial Cancer |
title_full | Construction of miRNA-mRNA Regulatory Network and Prognostic Signature in Endometrial Cancer |
title_fullStr | Construction of miRNA-mRNA Regulatory Network and Prognostic Signature in Endometrial Cancer |
title_full_unstemmed | Construction of miRNA-mRNA Regulatory Network and Prognostic Signature in Endometrial Cancer |
title_short | Construction of miRNA-mRNA Regulatory Network and Prognostic Signature in Endometrial Cancer |
title_sort | construction of mirna-mrna regulatory network and prognostic signature in endometrial cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8039850/ https://www.ncbi.nlm.nih.gov/pubmed/33854334 http://dx.doi.org/10.2147/OTT.S272222 |
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