Cargando…
Construction and analysis of a ceRNA network and patterns of immune infiltration in chronic rhinosinusitis with nasal polyps: based on data mining and experimental verification
Recent studies have revealed the significant role of the competing endogenous RNA (ceRNA) network in human diseases. However, systematic analysis of the ceRNA mechanism in chronic rhinosinusitis with nasal polyps (CRSwNP) is limited. In this study, we constructed a competitive endogenous RNA (ceRNA)...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9192587/ https://www.ncbi.nlm.nih.gov/pubmed/35697826 http://dx.doi.org/10.1038/s41598-022-13818-6 |
_version_ | 1784726273620180992 |
---|---|
author | Chen, Jing-cai Xing, Qi-long Yang, Hui-wen Yang, Fan Luo, Yao Kong, Wei-jia Wang, Yan-jun |
author_facet | Chen, Jing-cai Xing, Qi-long Yang, Hui-wen Yang, Fan Luo, Yao Kong, Wei-jia Wang, Yan-jun |
author_sort | Chen, Jing-cai |
collection | PubMed |
description | Recent studies have revealed the significant role of the competing endogenous RNA (ceRNA) network in human diseases. However, systematic analysis of the ceRNA mechanism in chronic rhinosinusitis with nasal polyps (CRSwNP) is limited. In this study, we constructed a competitive endogenous RNA (ceRNA) network and identified a potential regulatory axis in CRSwNP based on bioinformatics analysis and experimental verification. We obtained lncRNA, miRNA, and mRNA expression profiles from the Gene Expression Omnibus. After analysis of CRSwNP patients and the control groups, we identified 565 DE-lncRNAs, 23 DE-miRNAs, and 1799 DE-mRNAs by the DESeq2 R package or limma R package. Enrichment analysis of 1799 DE-mRNAs showed that CRSwNP was associated with inflammation and immunity. Moreover, we identified 21 lncRNAs, 8 miRNAs and 8 mRNAs to construct the lncRNA-miRNA-mRNA ceRNA network. A potential MIAT/miR-125a/IRF4 axis was determined according to the degree and positive correlation between a lncRNA and its competitive endogenous mRNAs. The GSEA results suggested that IRF4 may be involved in immune cell infiltration. The validation of another dataset confirmed that MIAT and IRF4 were differentially expressed between the CRSwNP and control groups. The area under the ROC curve (AUC) of MIAT and IRF4 was 0.944. The CIBERSORT analysis revealed that eosinophils and M2 macrophages may be involved in the CRSwNP process. MIAT was correlated with dendritic cells and M2 macrophages, and IRF4 was correlated with dendritic cells. Finally, to validate the key genes, we performed in-silico validation using another dataset and experimental validation using immunohistochemistry, immunofluorescence, and Western blot. In summary, the constructed novel MIAT/miR-125a/IRF4 axis may play a critical role in the development and progression of CRSwNP. We believe that the ceRNA network and immune cell infiltration could offer further insight into novel molecular therapeutic targets for CRSwNP. |
format | Online Article Text |
id | pubmed-9192587 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91925872022-06-15 Construction and analysis of a ceRNA network and patterns of immune infiltration in chronic rhinosinusitis with nasal polyps: based on data mining and experimental verification Chen, Jing-cai Xing, Qi-long Yang, Hui-wen Yang, Fan Luo, Yao Kong, Wei-jia Wang, Yan-jun Sci Rep Article Recent studies have revealed the significant role of the competing endogenous RNA (ceRNA) network in human diseases. However, systematic analysis of the ceRNA mechanism in chronic rhinosinusitis with nasal polyps (CRSwNP) is limited. In this study, we constructed a competitive endogenous RNA (ceRNA) network and identified a potential regulatory axis in CRSwNP based on bioinformatics analysis and experimental verification. We obtained lncRNA, miRNA, and mRNA expression profiles from the Gene Expression Omnibus. After analysis of CRSwNP patients and the control groups, we identified 565 DE-lncRNAs, 23 DE-miRNAs, and 1799 DE-mRNAs by the DESeq2 R package or limma R package. Enrichment analysis of 1799 DE-mRNAs showed that CRSwNP was associated with inflammation and immunity. Moreover, we identified 21 lncRNAs, 8 miRNAs and 8 mRNAs to construct the lncRNA-miRNA-mRNA ceRNA network. A potential MIAT/miR-125a/IRF4 axis was determined according to the degree and positive correlation between a lncRNA and its competitive endogenous mRNAs. The GSEA results suggested that IRF4 may be involved in immune cell infiltration. The validation of another dataset confirmed that MIAT and IRF4 were differentially expressed between the CRSwNP and control groups. The area under the ROC curve (AUC) of MIAT and IRF4 was 0.944. The CIBERSORT analysis revealed that eosinophils and M2 macrophages may be involved in the CRSwNP process. MIAT was correlated with dendritic cells and M2 macrophages, and IRF4 was correlated with dendritic cells. Finally, to validate the key genes, we performed in-silico validation using another dataset and experimental validation using immunohistochemistry, immunofluorescence, and Western blot. In summary, the constructed novel MIAT/miR-125a/IRF4 axis may play a critical role in the development and progression of CRSwNP. We believe that the ceRNA network and immune cell infiltration could offer further insight into novel molecular therapeutic targets for CRSwNP. Nature Publishing Group UK 2022-06-13 /pmc/articles/PMC9192587/ /pubmed/35697826 http://dx.doi.org/10.1038/s41598-022-13818-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Chen, Jing-cai Xing, Qi-long Yang, Hui-wen Yang, Fan Luo, Yao Kong, Wei-jia Wang, Yan-jun Construction and analysis of a ceRNA network and patterns of immune infiltration in chronic rhinosinusitis with nasal polyps: based on data mining and experimental verification |
title | Construction and analysis of a ceRNA network and patterns of immune infiltration in chronic rhinosinusitis with nasal polyps: based on data mining and experimental verification |
title_full | Construction and analysis of a ceRNA network and patterns of immune infiltration in chronic rhinosinusitis with nasal polyps: based on data mining and experimental verification |
title_fullStr | Construction and analysis of a ceRNA network and patterns of immune infiltration in chronic rhinosinusitis with nasal polyps: based on data mining and experimental verification |
title_full_unstemmed | Construction and analysis of a ceRNA network and patterns of immune infiltration in chronic rhinosinusitis with nasal polyps: based on data mining and experimental verification |
title_short | Construction and analysis of a ceRNA network and patterns of immune infiltration in chronic rhinosinusitis with nasal polyps: based on data mining and experimental verification |
title_sort | construction and analysis of a cerna network and patterns of immune infiltration in chronic rhinosinusitis with nasal polyps: based on data mining and experimental verification |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9192587/ https://www.ncbi.nlm.nih.gov/pubmed/35697826 http://dx.doi.org/10.1038/s41598-022-13818-6 |
work_keys_str_mv | AT chenjingcai constructionandanalysisofacernanetworkandpatternsofimmuneinfiltrationinchronicrhinosinusitiswithnasalpolypsbasedondataminingandexperimentalverification AT xingqilong constructionandanalysisofacernanetworkandpatternsofimmuneinfiltrationinchronicrhinosinusitiswithnasalpolypsbasedondataminingandexperimentalverification AT yanghuiwen constructionandanalysisofacernanetworkandpatternsofimmuneinfiltrationinchronicrhinosinusitiswithnasalpolypsbasedondataminingandexperimentalverification AT yangfan constructionandanalysisofacernanetworkandpatternsofimmuneinfiltrationinchronicrhinosinusitiswithnasalpolypsbasedondataminingandexperimentalverification AT luoyao constructionandanalysisofacernanetworkandpatternsofimmuneinfiltrationinchronicrhinosinusitiswithnasalpolypsbasedondataminingandexperimentalverification AT kongweijia constructionandanalysisofacernanetworkandpatternsofimmuneinfiltrationinchronicrhinosinusitiswithnasalpolypsbasedondataminingandexperimentalverification AT wangyanjun constructionandanalysisofacernanetworkandpatternsofimmuneinfiltrationinchronicrhinosinusitiswithnasalpolypsbasedondataminingandexperimentalverification |