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Identification and verification of a prognostic signature based on a miRNA–mRNA interaction pattern in colon adenocarcinoma
The expression characteristics of non-coding RNA (ncRNA) in colon adenocarcinoma (COAD) are involved in regulating various biological processes. To achieve these functions, ncRNA and a member of the Argonaute protein family form an RNA-induced silencing complex (RISC). The RISC is directed by ncRNA,...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10511881/ https://www.ncbi.nlm.nih.gov/pubmed/37745305 http://dx.doi.org/10.3389/fcell.2023.1161667 |
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author | Zhao, Qiwu Li, Haosheng Li, Wenchang Guo, Zichao Jia, Wenqing Xu, Shuiyu Chen, Sixia Shen, Xiaonan Wang, Changgang |
author_facet | Zhao, Qiwu Li, Haosheng Li, Wenchang Guo, Zichao Jia, Wenqing Xu, Shuiyu Chen, Sixia Shen, Xiaonan Wang, Changgang |
author_sort | Zhao, Qiwu |
collection | PubMed |
description | The expression characteristics of non-coding RNA (ncRNA) in colon adenocarcinoma (COAD) are involved in regulating various biological processes. To achieve these functions, ncRNA and a member of the Argonaute protein family form an RNA-induced silencing complex (RISC). The RISC is directed by ncRNA, especially microRNA (miRNA), to bind the target complementary mRNAs and regulate their expression by interfering with mRNA cleavage, degradation, or translation. However, how to identify potential miRNA biomarkers and therapeutic targets remains unclear. Here, we performed differential gene screening based on The Cancer Genome Atlas dataset and annotated meaningful differential genes to enrich related biological processes and regulatory cancer pathways. According to the overlap between the screened differential mRNAs and differential miRNAs, a prognosis model based on a least absolute shrinkage and selection operator-based Cox proportional hazards regression analysis can be established to obtain better prognosis characteristics. To further explore the therapeutic potential of miRNA as a target of mRNA intervention, we conducted an immunohistochemical analysis and evaluated the expression level in the tissue microarray of 100 colorectal cancer patients. The results demonstrated that the expression level of POU4F1, DNASE1L2, and WDR72 in the signature was significantly upregulated in COAD and correlated with poor prognosis. Establishing a prognostic signature based on miRNA target genes will help elucidate the molecular pathogenesis of COAD and provide novel potential targets for RNA therapy. |
format | Online Article Text |
id | pubmed-10511881 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105118812023-09-22 Identification and verification of a prognostic signature based on a miRNA–mRNA interaction pattern in colon adenocarcinoma Zhao, Qiwu Li, Haosheng Li, Wenchang Guo, Zichao Jia, Wenqing Xu, Shuiyu Chen, Sixia Shen, Xiaonan Wang, Changgang Front Cell Dev Biol Cell and Developmental Biology The expression characteristics of non-coding RNA (ncRNA) in colon adenocarcinoma (COAD) are involved in regulating various biological processes. To achieve these functions, ncRNA and a member of the Argonaute protein family form an RNA-induced silencing complex (RISC). The RISC is directed by ncRNA, especially microRNA (miRNA), to bind the target complementary mRNAs and regulate their expression by interfering with mRNA cleavage, degradation, or translation. However, how to identify potential miRNA biomarkers and therapeutic targets remains unclear. Here, we performed differential gene screening based on The Cancer Genome Atlas dataset and annotated meaningful differential genes to enrich related biological processes and regulatory cancer pathways. According to the overlap between the screened differential mRNAs and differential miRNAs, a prognosis model based on a least absolute shrinkage and selection operator-based Cox proportional hazards regression analysis can be established to obtain better prognosis characteristics. To further explore the therapeutic potential of miRNA as a target of mRNA intervention, we conducted an immunohistochemical analysis and evaluated the expression level in the tissue microarray of 100 colorectal cancer patients. The results demonstrated that the expression level of POU4F1, DNASE1L2, and WDR72 in the signature was significantly upregulated in COAD and correlated with poor prognosis. Establishing a prognostic signature based on miRNA target genes will help elucidate the molecular pathogenesis of COAD and provide novel potential targets for RNA therapy. Frontiers Media S.A. 2023-09-06 /pmc/articles/PMC10511881/ /pubmed/37745305 http://dx.doi.org/10.3389/fcell.2023.1161667 Text en Copyright © 2023 Zhao, Li, Li, Guo, Jia, Xu, Chen, Shen and Wang. https://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 | Cell and Developmental Biology Zhao, Qiwu Li, Haosheng Li, Wenchang Guo, Zichao Jia, Wenqing Xu, Shuiyu Chen, Sixia Shen, Xiaonan Wang, Changgang Identification and verification of a prognostic signature based on a miRNA–mRNA interaction pattern in colon adenocarcinoma |
title | Identification and verification of a prognostic signature based on a miRNA–mRNA interaction pattern in colon adenocarcinoma |
title_full | Identification and verification of a prognostic signature based on a miRNA–mRNA interaction pattern in colon adenocarcinoma |
title_fullStr | Identification and verification of a prognostic signature based on a miRNA–mRNA interaction pattern in colon adenocarcinoma |
title_full_unstemmed | Identification and verification of a prognostic signature based on a miRNA–mRNA interaction pattern in colon adenocarcinoma |
title_short | Identification and verification of a prognostic signature based on a miRNA–mRNA interaction pattern in colon adenocarcinoma |
title_sort | identification and verification of a prognostic signature based on a mirna–mrna interaction pattern in colon adenocarcinoma |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10511881/ https://www.ncbi.nlm.nih.gov/pubmed/37745305 http://dx.doi.org/10.3389/fcell.2023.1161667 |
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