Cargando…

Identifying the Potential Therapeutic Targets for Atopic Dermatitis Through the Immune Infiltration Analysis and Construction of a ceRNA Network

PURPOSE: This study was meant to analyze immune infiltration and construct a ceRNA network to explore the new therapeutic targets for atopic dermatitis (AD) through bioinformatics way. PATIENTS AND METHODS: We downloaded the AD patients’ RNA expression profile datasets (GSE63741, GSE124700) from the...

Descripción completa

Detalles Bibliográficos
Autores principales: Peng, Shixiong, Chen, Mengjiao, Yin, Ming, Feng, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8112859/
https://www.ncbi.nlm.nih.gov/pubmed/33994801
http://dx.doi.org/10.2147/CCID.S310426
_version_ 1783690751816761344
author Peng, Shixiong
Chen, Mengjiao
Yin, Ming
Feng, Hao
author_facet Peng, Shixiong
Chen, Mengjiao
Yin, Ming
Feng, Hao
author_sort Peng, Shixiong
collection PubMed
description PURPOSE: This study was meant to analyze immune infiltration and construct a ceRNA network to explore the new therapeutic targets for atopic dermatitis (AD) through bioinformatics way. PATIENTS AND METHODS: We downloaded the AD patients’ RNA expression profile datasets (GSE63741, GSE124700) from the Gene Expression Omnibus (GEO) database, which were analyzed through the GEO2R. We explored the hub genes by the enrichment analysis and the protein–protein interaction (PPI) analysis. Moreover, we estimated immune cell types and their proportions by ImmucellAI. GSE121212 dataset validation was performed to verify the robustness of the hub genes. Then, a ceRNA network was constructed by the miRWalk, miRNet, miRDB, DIANA, TargetScan, and starbase database. Finally, gene expression analysis was performed by using RT-qPCR. RESULTS: In total, we detected 22 differentially expressed genes (DEGs), which contained 8 downregulated genes and 14 upregulated genes. There were 5 hub genes confirmed as key genes through PPI network analysis and the ROC curves. KEGG pathway analysis revealed that they were significantly enriched in the IL-17 signaling pathway and GO analysis showed mainly in the immune cell chemotaxis. The immune infiltration profiles were different between normal controls and AD, and each of the key genes (S100A7, S100A8, S100A9, and LCE3D) was significantly correlated with the main infiltration cell of AD. A lncRNA–miRNA–mRNA ceRNA network containing the key genes was constructed, and NEAT1 and XIST, the core of ceRNA network, were significantly overexpressing verified by RT-qPCR in AD patients. CONCLUSION: Altogether, the key genes and their ceRNA network provided a novel perspective to the immunomodulation of AD, which may be potential and new therapeutic targets for AD.
format Online
Article
Text
id pubmed-8112859
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Dove
record_format MEDLINE/PubMed
spelling pubmed-81128592021-05-13 Identifying the Potential Therapeutic Targets for Atopic Dermatitis Through the Immune Infiltration Analysis and Construction of a ceRNA Network Peng, Shixiong Chen, Mengjiao Yin, Ming Feng, Hao Clin Cosmet Investig Dermatol Original Research PURPOSE: This study was meant to analyze immune infiltration and construct a ceRNA network to explore the new therapeutic targets for atopic dermatitis (AD) through bioinformatics way. PATIENTS AND METHODS: We downloaded the AD patients’ RNA expression profile datasets (GSE63741, GSE124700) from the Gene Expression Omnibus (GEO) database, which were analyzed through the GEO2R. We explored the hub genes by the enrichment analysis and the protein–protein interaction (PPI) analysis. Moreover, we estimated immune cell types and their proportions by ImmucellAI. GSE121212 dataset validation was performed to verify the robustness of the hub genes. Then, a ceRNA network was constructed by the miRWalk, miRNet, miRDB, DIANA, TargetScan, and starbase database. Finally, gene expression analysis was performed by using RT-qPCR. RESULTS: In total, we detected 22 differentially expressed genes (DEGs), which contained 8 downregulated genes and 14 upregulated genes. There were 5 hub genes confirmed as key genes through PPI network analysis and the ROC curves. KEGG pathway analysis revealed that they were significantly enriched in the IL-17 signaling pathway and GO analysis showed mainly in the immune cell chemotaxis. The immune infiltration profiles were different between normal controls and AD, and each of the key genes (S100A7, S100A8, S100A9, and LCE3D) was significantly correlated with the main infiltration cell of AD. A lncRNA–miRNA–mRNA ceRNA network containing the key genes was constructed, and NEAT1 and XIST, the core of ceRNA network, were significantly overexpressing verified by RT-qPCR in AD patients. CONCLUSION: Altogether, the key genes and their ceRNA network provided a novel perspective to the immunomodulation of AD, which may be potential and new therapeutic targets for AD. Dove 2021-05-07 /pmc/articles/PMC8112859/ /pubmed/33994801 http://dx.doi.org/10.2147/CCID.S310426 Text en © 2021 Peng 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
Peng, Shixiong
Chen, Mengjiao
Yin, Ming
Feng, Hao
Identifying the Potential Therapeutic Targets for Atopic Dermatitis Through the Immune Infiltration Analysis and Construction of a ceRNA Network
title Identifying the Potential Therapeutic Targets for Atopic Dermatitis Through the Immune Infiltration Analysis and Construction of a ceRNA Network
title_full Identifying the Potential Therapeutic Targets for Atopic Dermatitis Through the Immune Infiltration Analysis and Construction of a ceRNA Network
title_fullStr Identifying the Potential Therapeutic Targets for Atopic Dermatitis Through the Immune Infiltration Analysis and Construction of a ceRNA Network
title_full_unstemmed Identifying the Potential Therapeutic Targets for Atopic Dermatitis Through the Immune Infiltration Analysis and Construction of a ceRNA Network
title_short Identifying the Potential Therapeutic Targets for Atopic Dermatitis Through the Immune Infiltration Analysis and Construction of a ceRNA Network
title_sort identifying the potential therapeutic targets for atopic dermatitis through the immune infiltration analysis and construction of a cerna network
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8112859/
https://www.ncbi.nlm.nih.gov/pubmed/33994801
http://dx.doi.org/10.2147/CCID.S310426
work_keys_str_mv AT pengshixiong identifyingthepotentialtherapeutictargetsforatopicdermatitisthroughtheimmuneinfiltrationanalysisandconstructionofacernanetwork
AT chenmengjiao identifyingthepotentialtherapeutictargetsforatopicdermatitisthroughtheimmuneinfiltrationanalysisandconstructionofacernanetwork
AT yinming identifyingthepotentialtherapeutictargetsforatopicdermatitisthroughtheimmuneinfiltrationanalysisandconstructionofacernanetwork
AT fenghao identifyingthepotentialtherapeutictargetsforatopicdermatitisthroughtheimmuneinfiltrationanalysisandconstructionofacernanetwork