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Construction of ceRNA Network to Reveal Potential Biomarkers in Crohn’s Disease and Validation in a TNBS Induced Mice Model

PURPOSE: We aimed to construct a competing endogenous RNA (ceRNA) network and explore the potential biomarkers in Crohn’s disease (CD) via bioinformatics analysis. Validation of candidate biomarkers in a 2,4,6-trinitrobenzene sulfonic acid (TNBS) induced experimental colitis model and ceRNA network...

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Autores principales: Ye, Chenglin, Zhu, Sizhe, Yuan, Jingping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8648272/
https://www.ncbi.nlm.nih.gov/pubmed/34880646
http://dx.doi.org/10.2147/JIR.S338053
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author Ye, Chenglin
Zhu, Sizhe
Yuan, Jingping
author_facet Ye, Chenglin
Zhu, Sizhe
Yuan, Jingping
author_sort Ye, Chenglin
collection PubMed
description PURPOSE: We aimed to construct a competing endogenous RNA (ceRNA) network and explore the potential biomarkers in Crohn’s disease (CD) via bioinformatics analysis. Validation of candidate biomarkers in a 2,4,6-trinitrobenzene sulfonic acid (TNBS) induced experimental colitis model and ceRNA network in an HCT116 cell line was also an aim, along with purposing to reveal the pathogenesis of CD. METHODS: GSE102134 and GSE67106 datasets were obtained and used to screen the differentially expressed genes. WCGNA was applied to identify the relative model to construct the ceRNA network. Furthermore, the relationship between candidate gene and immune infiltration was investigated. Then, the expression of potential biomarkers was validated via qRT-PCR in a TNBS induced experimental colitis model. Finally, the ceRNA network was confirmed by RNAi experiments in an HCT116 cell line. RESULTS: The ceRNA network, consisting of four lncRNAs, four miRNAs, and eight mRNAs, was constructed and the ROC analysis showed four mRNAs (PTGS2, LPL, STAT1, and TRIB2) had high diagnostic accuracy (AUC>0.9). In addition, upregulated PTGS2 was positively correlated with immune cell infiltration, including Natural killer cells, exhausted T-cells, monocytes, and Dendritic cells. The outcome of this TNBS induced experimental colitis model verified that the expression of PTGS2 and mir-429 was consistent with results of previous bioinformatics analysis. Furthermore, the predicted ceRNA network MIR3142HG/mir-429/PTGS2 were validated via RNA interference. Knockout of MIR3142HG decreased the mRNA level of PTGS2, whereas inhibition of mir-429 increased the mRNA level of PTGS2 in the HCT116 cell line. CONCLUSION: The exploration of the ceRNA network in this work might contribute to understanding the pathogenesis of CD. The constructed MIR3142HG/mir-429/PTGS2 ceRNA network may play a role in CD, and PTGS2 can be a potential immune-related biomarker in CD.
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spelling pubmed-86482722021-12-07 Construction of ceRNA Network to Reveal Potential Biomarkers in Crohn’s Disease and Validation in a TNBS Induced Mice Model Ye, Chenglin Zhu, Sizhe Yuan, Jingping J Inflamm Res Original Research PURPOSE: We aimed to construct a competing endogenous RNA (ceRNA) network and explore the potential biomarkers in Crohn’s disease (CD) via bioinformatics analysis. Validation of candidate biomarkers in a 2,4,6-trinitrobenzene sulfonic acid (TNBS) induced experimental colitis model and ceRNA network in an HCT116 cell line was also an aim, along with purposing to reveal the pathogenesis of CD. METHODS: GSE102134 and GSE67106 datasets were obtained and used to screen the differentially expressed genes. WCGNA was applied to identify the relative model to construct the ceRNA network. Furthermore, the relationship between candidate gene and immune infiltration was investigated. Then, the expression of potential biomarkers was validated via qRT-PCR in a TNBS induced experimental colitis model. Finally, the ceRNA network was confirmed by RNAi experiments in an HCT116 cell line. RESULTS: The ceRNA network, consisting of four lncRNAs, four miRNAs, and eight mRNAs, was constructed and the ROC analysis showed four mRNAs (PTGS2, LPL, STAT1, and TRIB2) had high diagnostic accuracy (AUC>0.9). In addition, upregulated PTGS2 was positively correlated with immune cell infiltration, including Natural killer cells, exhausted T-cells, monocytes, and Dendritic cells. The outcome of this TNBS induced experimental colitis model verified that the expression of PTGS2 and mir-429 was consistent with results of previous bioinformatics analysis. Furthermore, the predicted ceRNA network MIR3142HG/mir-429/PTGS2 were validated via RNA interference. Knockout of MIR3142HG decreased the mRNA level of PTGS2, whereas inhibition of mir-429 increased the mRNA level of PTGS2 in the HCT116 cell line. CONCLUSION: The exploration of the ceRNA network in this work might contribute to understanding the pathogenesis of CD. The constructed MIR3142HG/mir-429/PTGS2 ceRNA network may play a role in CD, and PTGS2 can be a potential immune-related biomarker in CD. Dove 2021-12-02 /pmc/articles/PMC8648272/ /pubmed/34880646 http://dx.doi.org/10.2147/JIR.S338053 Text en © 2021 Ye et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Ye, Chenglin
Zhu, Sizhe
Yuan, Jingping
Construction of ceRNA Network to Reveal Potential Biomarkers in Crohn’s Disease and Validation in a TNBS Induced Mice Model
title Construction of ceRNA Network to Reveal Potential Biomarkers in Crohn’s Disease and Validation in a TNBS Induced Mice Model
title_full Construction of ceRNA Network to Reveal Potential Biomarkers in Crohn’s Disease and Validation in a TNBS Induced Mice Model
title_fullStr Construction of ceRNA Network to Reveal Potential Biomarkers in Crohn’s Disease and Validation in a TNBS Induced Mice Model
title_full_unstemmed Construction of ceRNA Network to Reveal Potential Biomarkers in Crohn’s Disease and Validation in a TNBS Induced Mice Model
title_short Construction of ceRNA Network to Reveal Potential Biomarkers in Crohn’s Disease and Validation in a TNBS Induced Mice Model
title_sort construction of cerna network to reveal potential biomarkers in crohn’s disease and validation in a tnbs induced mice model
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8648272/
https://www.ncbi.nlm.nih.gov/pubmed/34880646
http://dx.doi.org/10.2147/JIR.S338053
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