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Construction of a potential microRNA, transcription factor and mRNA regulatory network in hepatocellular carcinoma

BACKGROUND: Hepatocellular carcinoma (HCC) is one of the most common malignancies worldwide and the third leading cause of cancer-related death. MicroRNAs and transcription factors (TFs) cooperate to regulate the same target gene, thus affecting the progression of HCC. METHODS: Differentially expres...

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Autores principales: Li, Ning, Jiang, Shaotao, Shi, Jiewei, Fu, Rongdang, Wu, Huijie, Lu, Minqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8799260/
https://www.ncbi.nlm.nih.gov/pubmed/35117917
http://dx.doi.org/10.21037/tcr-20-686
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author Li, Ning
Jiang, Shaotao
Shi, Jiewei
Fu, Rongdang
Wu, Huijie
Lu, Minqiang
author_facet Li, Ning
Jiang, Shaotao
Shi, Jiewei
Fu, Rongdang
Wu, Huijie
Lu, Minqiang
author_sort Li, Ning
collection PubMed
description BACKGROUND: Hepatocellular carcinoma (HCC) is one of the most common malignancies worldwide and the third leading cause of cancer-related death. MicroRNAs and transcription factors (TFs) cooperate to regulate the same target gene, thus affecting the progression of HCC. METHODS: Differentially expressed miRNAs and mRNAs were screened. Functional enrichment analysis of these HCC-related mRNAs was performed, and a protein-protein interaction network was constructed. TFs that regulate these miRNAs and hub genes were also screened. RESULTS: Ten differentially upregulated miRNAs and 5 differentially downregulated miRNAs were screened. Additionally, 183 downregulated mRNAs and 303 upregulated mRNAs that are potentially bound to these differentially expressed miRNAs were identified. The Kyoto Encyclopedia of Genes and Genomes (KEGG) results showed that the differentially expressed mRNAs were significantly enriched in pathways in cancer, the Wnt signaling pathway, and the Rap1 signaling pathway. Then, 220 TFs were identified for 5 candidate genes of the downregulated mRNAs, and 258 TFs were identified for 9 candidate genes of the upregulated mRNAs. Finally, the 9 upregulated hub genes were related to higher overall survival (OS) in the low-expression group, and 4/5 downregulated hub genes were related to higher OS in the high-expression group. CONCLUSIONS: This study constructed a potential regulatory network between candidate molecules and that need to be further verified. These regulatory relationships are expected to clarify the new molecular mechanisms of the occurrence and development of HCC.
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spelling pubmed-87992602022-02-02 Construction of a potential microRNA, transcription factor and mRNA regulatory network in hepatocellular carcinoma Li, Ning Jiang, Shaotao Shi, Jiewei Fu, Rongdang Wu, Huijie Lu, Minqiang Transl Cancer Res Original Article BACKGROUND: Hepatocellular carcinoma (HCC) is one of the most common malignancies worldwide and the third leading cause of cancer-related death. MicroRNAs and transcription factors (TFs) cooperate to regulate the same target gene, thus affecting the progression of HCC. METHODS: Differentially expressed miRNAs and mRNAs were screened. Functional enrichment analysis of these HCC-related mRNAs was performed, and a protein-protein interaction network was constructed. TFs that regulate these miRNAs and hub genes were also screened. RESULTS: Ten differentially upregulated miRNAs and 5 differentially downregulated miRNAs were screened. Additionally, 183 downregulated mRNAs and 303 upregulated mRNAs that are potentially bound to these differentially expressed miRNAs were identified. The Kyoto Encyclopedia of Genes and Genomes (KEGG) results showed that the differentially expressed mRNAs were significantly enriched in pathways in cancer, the Wnt signaling pathway, and the Rap1 signaling pathway. Then, 220 TFs were identified for 5 candidate genes of the downregulated mRNAs, and 258 TFs were identified for 9 candidate genes of the upregulated mRNAs. Finally, the 9 upregulated hub genes were related to higher overall survival (OS) in the low-expression group, and 4/5 downregulated hub genes were related to higher OS in the high-expression group. CONCLUSIONS: This study constructed a potential regulatory network between candidate molecules and that need to be further verified. These regulatory relationships are expected to clarify the new molecular mechanisms of the occurrence and development of HCC. AME Publishing Company 2020-09 /pmc/articles/PMC8799260/ /pubmed/35117917 http://dx.doi.org/10.21037/tcr-20-686 Text en 2020 Translational Cancer Research. 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/.
spellingShingle Original Article
Li, Ning
Jiang, Shaotao
Shi, Jiewei
Fu, Rongdang
Wu, Huijie
Lu, Minqiang
Construction of a potential microRNA, transcription factor and mRNA regulatory network in hepatocellular carcinoma
title Construction of a potential microRNA, transcription factor and mRNA regulatory network in hepatocellular carcinoma
title_full Construction of a potential microRNA, transcription factor and mRNA regulatory network in hepatocellular carcinoma
title_fullStr Construction of a potential microRNA, transcription factor and mRNA regulatory network in hepatocellular carcinoma
title_full_unstemmed Construction of a potential microRNA, transcription factor and mRNA regulatory network in hepatocellular carcinoma
title_short Construction of a potential microRNA, transcription factor and mRNA regulatory network in hepatocellular carcinoma
title_sort construction of a potential microrna, transcription factor and mrna regulatory network in hepatocellular carcinoma
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8799260/
https://www.ncbi.nlm.nih.gov/pubmed/35117917
http://dx.doi.org/10.21037/tcr-20-686
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