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A ceRNA regulatory network in systemic lupus erythematosus and its molecular interplay with cancer
BACKGROUND: Systemic lupus erythematosus (SLE) is an autoimmune disease defined by the production of autoantibodies and involves multiple organs and systems. Although there are reports on SLE, data on its pathogenesis is limited. METHODS: Using R language software, we constructed a competing endogen...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9201115/ https://www.ncbi.nlm.nih.gov/pubmed/35722400 http://dx.doi.org/10.21037/atm-22-1533 |
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author | Lin, Shunsheng Fan, Runge Li, Wenyu Hou, Wei Lin, Youkun |
author_facet | Lin, Shunsheng Fan, Runge Li, Wenyu Hou, Wei Lin, Youkun |
author_sort | Lin, Shunsheng |
collection | PubMed |
description | BACKGROUND: Systemic lupus erythematosus (SLE) is an autoimmune disease defined by the production of autoantibodies and involves multiple organs and systems. Although there are reports on SLE, data on its pathogenesis is limited. METHODS: Using R language software, we constructed a competing endogenous RNA (ceRNA) network. We then utilized the Search Tool for Recurring Instances of Neighbouring Genes (STRING) and cytoHubba databases to generate a protein-protein interaction (PPI) network, which led to the identification of hub genes. The top two hub genes with the highest Maximal Clique Centrality (MCC) score in the PPI network were further validated via quantitative real-time polymerase chain reaction (qRT-PCR) using in-house clinical samples. Also, weighted gene co-expression network analysis (WGCNA) with genes from the Gene Expression Omnibus Series (GSE)121239 dataset identified hub modules that were associated with clinical indicators. In addition, the genes contained in key modules as obtained by WGCNA were enriched and analyzed using the Database for Annotation, Visualization and Integrated Discovery (DAVID) online tool. The top hub gene, X-linked apoptosis inhibitory protein-associated factor (XAF1), was then identified by intersection of the PPI and WGCNA outcomes, and a pan-cancer analysis of this hub gene was subsequently performed. RESULTS: We comprehensively profiled the expression of Circular RNAs (circRNAs), MicroRNAs (miRNAs), and messenger RNAs (mRNAs) in SLE. We identified a hub gene, XAF1, based on evidence from the ceRNA network, WGCNA key module genes, and PPI network analyses. Moreover, qRT-PCR analysis demonstrated that the expression of XAF1 was significantly upregulated in SLE. Through the pan-cancer analysis, we demonstrated the common molecular roles of XAF1 in the pathogenesis of SLE and tumors, especially cutaneous melanoma. CONCLUSIONS: XAF1 is a key molecular biomarker in SLE. The pan-cancer analysis in this study provided shared genomic characteristics in SLE and cancers, especially for skin cutaneous melanoma (SKCM). |
format | Online Article Text |
id | pubmed-9201115 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-92011152022-06-17 A ceRNA regulatory network in systemic lupus erythematosus and its molecular interplay with cancer Lin, Shunsheng Fan, Runge Li, Wenyu Hou, Wei Lin, Youkun Ann Transl Med Original Article BACKGROUND: Systemic lupus erythematosus (SLE) is an autoimmune disease defined by the production of autoantibodies and involves multiple organs and systems. Although there are reports on SLE, data on its pathogenesis is limited. METHODS: Using R language software, we constructed a competing endogenous RNA (ceRNA) network. We then utilized the Search Tool for Recurring Instances of Neighbouring Genes (STRING) and cytoHubba databases to generate a protein-protein interaction (PPI) network, which led to the identification of hub genes. The top two hub genes with the highest Maximal Clique Centrality (MCC) score in the PPI network were further validated via quantitative real-time polymerase chain reaction (qRT-PCR) using in-house clinical samples. Also, weighted gene co-expression network analysis (WGCNA) with genes from the Gene Expression Omnibus Series (GSE)121239 dataset identified hub modules that were associated with clinical indicators. In addition, the genes contained in key modules as obtained by WGCNA were enriched and analyzed using the Database for Annotation, Visualization and Integrated Discovery (DAVID) online tool. The top hub gene, X-linked apoptosis inhibitory protein-associated factor (XAF1), was then identified by intersection of the PPI and WGCNA outcomes, and a pan-cancer analysis of this hub gene was subsequently performed. RESULTS: We comprehensively profiled the expression of Circular RNAs (circRNAs), MicroRNAs (miRNAs), and messenger RNAs (mRNAs) in SLE. We identified a hub gene, XAF1, based on evidence from the ceRNA network, WGCNA key module genes, and PPI network analyses. Moreover, qRT-PCR analysis demonstrated that the expression of XAF1 was significantly upregulated in SLE. Through the pan-cancer analysis, we demonstrated the common molecular roles of XAF1 in the pathogenesis of SLE and tumors, especially cutaneous melanoma. CONCLUSIONS: XAF1 is a key molecular biomarker in SLE. The pan-cancer analysis in this study provided shared genomic characteristics in SLE and cancers, especially for skin cutaneous melanoma (SKCM). AME Publishing Company 2022-05 /pmc/articles/PMC9201115/ /pubmed/35722400 http://dx.doi.org/10.21037/atm-22-1533 Text en 2022 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Lin, Shunsheng Fan, Runge Li, Wenyu Hou, Wei Lin, Youkun A ceRNA regulatory network in systemic lupus erythematosus and its molecular interplay with cancer |
title | A ceRNA regulatory network in systemic lupus erythematosus and its molecular interplay with cancer |
title_full | A ceRNA regulatory network in systemic lupus erythematosus and its molecular interplay with cancer |
title_fullStr | A ceRNA regulatory network in systemic lupus erythematosus and its molecular interplay with cancer |
title_full_unstemmed | A ceRNA regulatory network in systemic lupus erythematosus and its molecular interplay with cancer |
title_short | A ceRNA regulatory network in systemic lupus erythematosus and its molecular interplay with cancer |
title_sort | cerna regulatory network in systemic lupus erythematosus and its molecular interplay with cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9201115/ https://www.ncbi.nlm.nih.gov/pubmed/35722400 http://dx.doi.org/10.21037/atm-22-1533 |
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