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Prediction of a miRNA‐mRNA functional synergistic network for cervical squamous cell carcinoma

Cervical squamous cell carcinoma (CSCC) accounts for a significant proportion of cervical cancer; thus, there is a need for novel and noninvasive diagnostic biomarkers for this malignancy. In this study, we performed integrated analysis of a dataset from the Gene Expression Omnibus database to ident...

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Autores principales: Sun, Dan, Han, Lu, Cao, Rui, Wang, Huali, Jiang, Jiyong, Deng, Yanjie, Yu, Xiaohui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6886301/
https://www.ncbi.nlm.nih.gov/pubmed/31642613
http://dx.doi.org/10.1002/2211-5463.12747
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author Sun, Dan
Han, Lu
Cao, Rui
Wang, Huali
Jiang, Jiyong
Deng, Yanjie
Yu, Xiaohui
author_facet Sun, Dan
Han, Lu
Cao, Rui
Wang, Huali
Jiang, Jiyong
Deng, Yanjie
Yu, Xiaohui
author_sort Sun, Dan
collection PubMed
description Cervical squamous cell carcinoma (CSCC) accounts for a significant proportion of cervical cancer; thus, there is a need for novel and noninvasive diagnostic biomarkers for this malignancy. In this study, we performed integrated analysis of a dataset from the Gene Expression Omnibus database to identify differentially expressed genes (DEGs) and differentially expressed miRNAs (DEmiRNAs) between CSCC, cervical intraepithelial neoplasia (CIN) and healthy control subjects. We further established protein‐protein interaction and DEmiRNA‐target gene interaction networks, and performed functional annotation of the target genes of DEmiRNAs. In total, we identified 1375 DEGs and 19 DEmiRNAs in CIN versus normal control, and 2235 DEGs and 33 DEmiRNAs in CSCC versus CIN by integrated analysis. Our protein‐protein interaction network indicates that the common DEGs, Cyclin B/cyclin‐dependent kinase 1 (CDK1), CCND1, ESR1 and Aurora kinase A (AURKA), are the top four hub genes. P53 and prostate cancer were identified as significantly enriched signaling pathways of common DEGs and DEmiRNA targets, respectively. We validated that expression levels of three DEGs (TYMS, SASH1 and CDK1) and one DEmiRNA of hsa‐miR‐99a were altered in blood samples of patients with CSCC. In conclusion, a total of four DEGs (TYMS, SASH1, CDK1 and AURKA) and two DEmiRNAs (hsa‐miR‐21 and hsa‐miR‐99a) may be involved in the pathogenesis of CIN and the progression of CIN into CSCC. Of these, TYMS is predicted to be regulated by hsa‐miR‐99a and SASH1 to be regulated by hsa‐miR‐21.
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spelling pubmed-68863012019-12-09 Prediction of a miRNA‐mRNA functional synergistic network for cervical squamous cell carcinoma Sun, Dan Han, Lu Cao, Rui Wang, Huali Jiang, Jiyong Deng, Yanjie Yu, Xiaohui FEBS Open Bio Research Articles Cervical squamous cell carcinoma (CSCC) accounts for a significant proportion of cervical cancer; thus, there is a need for novel and noninvasive diagnostic biomarkers for this malignancy. In this study, we performed integrated analysis of a dataset from the Gene Expression Omnibus database to identify differentially expressed genes (DEGs) and differentially expressed miRNAs (DEmiRNAs) between CSCC, cervical intraepithelial neoplasia (CIN) and healthy control subjects. We further established protein‐protein interaction and DEmiRNA‐target gene interaction networks, and performed functional annotation of the target genes of DEmiRNAs. In total, we identified 1375 DEGs and 19 DEmiRNAs in CIN versus normal control, and 2235 DEGs and 33 DEmiRNAs in CSCC versus CIN by integrated analysis. Our protein‐protein interaction network indicates that the common DEGs, Cyclin B/cyclin‐dependent kinase 1 (CDK1), CCND1, ESR1 and Aurora kinase A (AURKA), are the top four hub genes. P53 and prostate cancer were identified as significantly enriched signaling pathways of common DEGs and DEmiRNA targets, respectively. We validated that expression levels of three DEGs (TYMS, SASH1 and CDK1) and one DEmiRNA of hsa‐miR‐99a were altered in blood samples of patients with CSCC. In conclusion, a total of four DEGs (TYMS, SASH1, CDK1 and AURKA) and two DEmiRNAs (hsa‐miR‐21 and hsa‐miR‐99a) may be involved in the pathogenesis of CIN and the progression of CIN into CSCC. Of these, TYMS is predicted to be regulated by hsa‐miR‐99a and SASH1 to be regulated by hsa‐miR‐21. John Wiley and Sons Inc. 2019-11-17 /pmc/articles/PMC6886301/ /pubmed/31642613 http://dx.doi.org/10.1002/2211-5463.12747 Text en © 2019 The Authors. Published by FEBS Press and John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Sun, Dan
Han, Lu
Cao, Rui
Wang, Huali
Jiang, Jiyong
Deng, Yanjie
Yu, Xiaohui
Prediction of a miRNA‐mRNA functional synergistic network for cervical squamous cell carcinoma
title Prediction of a miRNA‐mRNA functional synergistic network for cervical squamous cell carcinoma
title_full Prediction of a miRNA‐mRNA functional synergistic network for cervical squamous cell carcinoma
title_fullStr Prediction of a miRNA‐mRNA functional synergistic network for cervical squamous cell carcinoma
title_full_unstemmed Prediction of a miRNA‐mRNA functional synergistic network for cervical squamous cell carcinoma
title_short Prediction of a miRNA‐mRNA functional synergistic network for cervical squamous cell carcinoma
title_sort prediction of a mirna‐mrna functional synergistic network for cervical squamous cell carcinoma
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6886301/
https://www.ncbi.nlm.nih.gov/pubmed/31642613
http://dx.doi.org/10.1002/2211-5463.12747
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