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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,...

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Autores principales: Zhao, Qiwu, Li, Haosheng, Li, Wenchang, Guo, Zichao, Jia, Wenqing, Xu, Shuiyu, Chen, Sixia, Shen, Xiaonan, Wang, Changgang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
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.
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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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