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Identification of colorectal cancer-restricted microRNAs and their target genes based on high-throughput sequencing data
To identify potential key microRNAs (miRNAs) and their target genes for colorectal cancer (CRC). High-throughput sequencing data of miRNA expression and gene expression (ID: GSE46622) were downloaded from Gene Expression Omnibus, including matched colon tumor, normal colon epithelium, and liver meta...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4818051/ https://www.ncbi.nlm.nih.gov/pubmed/27069368 http://dx.doi.org/10.2147/OTT.S93338 |
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author | Chang, Jing Huang, Liya Cao, Qing Liu, Fang |
author_facet | Chang, Jing Huang, Liya Cao, Qing Liu, Fang |
author_sort | Chang, Jing |
collection | PubMed |
description | To identify potential key microRNAs (miRNAs) and their target genes for colorectal cancer (CRC). High-throughput sequencing data of miRNA expression and gene expression (ID: GSE46622) were downloaded from Gene Expression Omnibus, including matched colon tumor, normal colon epithelium, and liver metastasis tissues from eight CRC patients. Paired t-test and NOISeq separately were utilized to identify differentially expressed miRNAs (DE-miRNAs) and genes. Then, target genes with differential expression and opposite expression trends were identified for DE-miRNAs. Combined with tumor suppressor gene, tumor-associated gene, and TRANSFAC databases, CRC-restricted miRNAs were screened out based on miRNA-target pairs. Compared with normal tissues, there were 56 up- and 37 downregulated miRNAs in metastasis tissues, as well as eight up- and 30 downregulated miRNAs in tumor tissues. miRNA-1 was downregulated in tumor and metastasis tissues, while its target oncogenes TWIST1 and GATA4 were upregulated. Besides, miRNA-let-7f-1-3p was downregulated in tumor tissues, which also targeted TWIST1. In addition, miRNA-133b and miRNA-4458 were downregulated in tumor tissues, while their common target gene DUSP9 was upregulated. Conversely, miRNA-450-b-3p was upregulated in metastasis tissues, while its target tumor suppressor gene CEACAM7 showed downregulation. The identified CRC-restricted miRNAs might be implicated in cancer progression via their target genes, suggesting their potential usage in CRC treatment. |
format | Online Article Text |
id | pubmed-4818051 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-48180512016-04-11 Identification of colorectal cancer-restricted microRNAs and their target genes based on high-throughput sequencing data Chang, Jing Huang, Liya Cao, Qing Liu, Fang Onco Targets Ther Original Research To identify potential key microRNAs (miRNAs) and their target genes for colorectal cancer (CRC). High-throughput sequencing data of miRNA expression and gene expression (ID: GSE46622) were downloaded from Gene Expression Omnibus, including matched colon tumor, normal colon epithelium, and liver metastasis tissues from eight CRC patients. Paired t-test and NOISeq separately were utilized to identify differentially expressed miRNAs (DE-miRNAs) and genes. Then, target genes with differential expression and opposite expression trends were identified for DE-miRNAs. Combined with tumor suppressor gene, tumor-associated gene, and TRANSFAC databases, CRC-restricted miRNAs were screened out based on miRNA-target pairs. Compared with normal tissues, there were 56 up- and 37 downregulated miRNAs in metastasis tissues, as well as eight up- and 30 downregulated miRNAs in tumor tissues. miRNA-1 was downregulated in tumor and metastasis tissues, while its target oncogenes TWIST1 and GATA4 were upregulated. Besides, miRNA-let-7f-1-3p was downregulated in tumor tissues, which also targeted TWIST1. In addition, miRNA-133b and miRNA-4458 were downregulated in tumor tissues, while their common target gene DUSP9 was upregulated. Conversely, miRNA-450-b-3p was upregulated in metastasis tissues, while its target tumor suppressor gene CEACAM7 showed downregulation. The identified CRC-restricted miRNAs might be implicated in cancer progression via their target genes, suggesting their potential usage in CRC treatment. Dove Medical Press 2016-03-24 /pmc/articles/PMC4818051/ /pubmed/27069368 http://dx.doi.org/10.2147/OTT.S93338 Text en © 2016 Chang et al. This work is published by Dove Medical Press Limited, and licensed under Creative Commons Attribution – Non Commercial (unported, v3.0) License The full terms of the License are available at http://creativecommons.org/licenses/by-nc/3.0/. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research Chang, Jing Huang, Liya Cao, Qing Liu, Fang Identification of colorectal cancer-restricted microRNAs and their target genes based on high-throughput sequencing data |
title | Identification of colorectal cancer-restricted microRNAs and their target genes based on high-throughput sequencing data |
title_full | Identification of colorectal cancer-restricted microRNAs and their target genes based on high-throughput sequencing data |
title_fullStr | Identification of colorectal cancer-restricted microRNAs and their target genes based on high-throughput sequencing data |
title_full_unstemmed | Identification of colorectal cancer-restricted microRNAs and their target genes based on high-throughput sequencing data |
title_short | Identification of colorectal cancer-restricted microRNAs and their target genes based on high-throughput sequencing data |
title_sort | identification of colorectal cancer-restricted micrornas and their target genes based on high-throughput sequencing data |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4818051/ https://www.ncbi.nlm.nih.gov/pubmed/27069368 http://dx.doi.org/10.2147/OTT.S93338 |
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