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Comprehensive analysis of serum exosome-derived lncRNAs and mRNAs from patients with rheumatoid arthritis
BACKGROUND: Serum exosomes play important roles in intercellular communication and are promising biomarkers of several autoimmune diseases. However, the biological functions and potential clinical importance of long non-coding RNAs (lncRNAs) and mRNAs from serum exosomes in rheumatoid arthritis (RA)...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577909/ https://www.ncbi.nlm.nih.gov/pubmed/37845777 http://dx.doi.org/10.1186/s13075-023-03174-9 |
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author | Xue, Li Wang, Biao Li, Xueyi Zhu, Jianhong Wang, Wei Huang, Fang Wang, Xiaofei Jin, Yaofeng Xiong, Chaoliang Tao, Li Xu, Ke Wang, Jing Guo, Ying Xu, Jing Yang, Xin Wang, Na Gao, Ning Wang, Yan Li, Ke Li, Ming Geng, Yan |
author_facet | Xue, Li Wang, Biao Li, Xueyi Zhu, Jianhong Wang, Wei Huang, Fang Wang, Xiaofei Jin, Yaofeng Xiong, Chaoliang Tao, Li Xu, Ke Wang, Jing Guo, Ying Xu, Jing Yang, Xin Wang, Na Gao, Ning Wang, Yan Li, Ke Li, Ming Geng, Yan |
author_sort | Xue, Li |
collection | PubMed |
description | BACKGROUND: Serum exosomes play important roles in intercellular communication and are promising biomarkers of several autoimmune diseases. However, the biological functions and potential clinical importance of long non-coding RNAs (lncRNAs) and mRNAs from serum exosomes in rheumatoid arthritis (RA) have not yet been studied. METHODS: Serum exosomal lncRNAs and mRNAs were isolated from patients with RA and osteoarthritis (OA) and healthy controls. The differentially expressed lncRNAs (DE-lncRNAs) and mRNA profiles in the serum exosomes of patients with RA were analysed using high-throughput sequencing, and their functions were predicted using Gene Ontologyenrichment, Kyoto Encyclopedia of Genes and Genomes pathway, and gene set enrichment analysis. We constructed a DE-lncRNA-mRNA network and a protein–protein interaction network of differentially expressed mRNAs (DE-mRNAs) in RA using the Cytoscape software. The expression of several candidate a DE-lncRNAs and DE-mRNAs in the serum of patients with RA, patients with OA, and healthy controls was confirmed by qRT-PCR. We assessed the diagnostic ability of DE-lncRNAs and DE-mRNAs in patients with RA using receiver operating characteristic analysis. Furthermore, we analysed the characteristics of immune cell infiltration in RA by digital cytometry using the CIBERSORT algorithm and determined the correlation between immune cells and several DE-lncRNAs or DE-mRNAs in RA. RESULTS: The profiles of serum exosomal lncRNAs and mRNAs in patients with RA were different from those in healthy controls and patients with OA. The functions of both DE-lncRNAs and DE-mRNAs in RA are associated with the immune response and cellular metabolic processes. The RT-PCR results show that NONHSAT193357.1, CCL5, and MPIG6B were downregulated in patients with RA. The combination of three DE-mRNAs, CCL5, MPIG6B, and PFKP, had an area under the curve of 0.845 for differentiating RA from OA. Digital cytometry using the CIBERSORT algorithm showed that the neutrophil counts were higher in patients with RA than those in healthy controls and patients with OA. CONCLUSIONS: These findings help to elucidate the role of serum exosomal lncRNAs and mRNAs in the specific mechanisms underlying RA. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13075-023-03174-9. |
format | Online Article Text |
id | pubmed-10577909 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105779092023-10-17 Comprehensive analysis of serum exosome-derived lncRNAs and mRNAs from patients with rheumatoid arthritis Xue, Li Wang, Biao Li, Xueyi Zhu, Jianhong Wang, Wei Huang, Fang Wang, Xiaofei Jin, Yaofeng Xiong, Chaoliang Tao, Li Xu, Ke Wang, Jing Guo, Ying Xu, Jing Yang, Xin Wang, Na Gao, Ning Wang, Yan Li, Ke Li, Ming Geng, Yan Arthritis Res Ther Research BACKGROUND: Serum exosomes play important roles in intercellular communication and are promising biomarkers of several autoimmune diseases. However, the biological functions and potential clinical importance of long non-coding RNAs (lncRNAs) and mRNAs from serum exosomes in rheumatoid arthritis (RA) have not yet been studied. METHODS: Serum exosomal lncRNAs and mRNAs were isolated from patients with RA and osteoarthritis (OA) and healthy controls. The differentially expressed lncRNAs (DE-lncRNAs) and mRNA profiles in the serum exosomes of patients with RA were analysed using high-throughput sequencing, and their functions were predicted using Gene Ontologyenrichment, Kyoto Encyclopedia of Genes and Genomes pathway, and gene set enrichment analysis. We constructed a DE-lncRNA-mRNA network and a protein–protein interaction network of differentially expressed mRNAs (DE-mRNAs) in RA using the Cytoscape software. The expression of several candidate a DE-lncRNAs and DE-mRNAs in the serum of patients with RA, patients with OA, and healthy controls was confirmed by qRT-PCR. We assessed the diagnostic ability of DE-lncRNAs and DE-mRNAs in patients with RA using receiver operating characteristic analysis. Furthermore, we analysed the characteristics of immune cell infiltration in RA by digital cytometry using the CIBERSORT algorithm and determined the correlation between immune cells and several DE-lncRNAs or DE-mRNAs in RA. RESULTS: The profiles of serum exosomal lncRNAs and mRNAs in patients with RA were different from those in healthy controls and patients with OA. The functions of both DE-lncRNAs and DE-mRNAs in RA are associated with the immune response and cellular metabolic processes. The RT-PCR results show that NONHSAT193357.1, CCL5, and MPIG6B were downregulated in patients with RA. The combination of three DE-mRNAs, CCL5, MPIG6B, and PFKP, had an area under the curve of 0.845 for differentiating RA from OA. Digital cytometry using the CIBERSORT algorithm showed that the neutrophil counts were higher in patients with RA than those in healthy controls and patients with OA. CONCLUSIONS: These findings help to elucidate the role of serum exosomal lncRNAs and mRNAs in the specific mechanisms underlying RA. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13075-023-03174-9. BioMed Central 2023-10-16 2023 /pmc/articles/PMC10577909/ /pubmed/37845777 http://dx.doi.org/10.1186/s13075-023-03174-9 Text en © The Author(s) 2023 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Xue, Li Wang, Biao Li, Xueyi Zhu, Jianhong Wang, Wei Huang, Fang Wang, Xiaofei Jin, Yaofeng Xiong, Chaoliang Tao, Li Xu, Ke Wang, Jing Guo, Ying Xu, Jing Yang, Xin Wang, Na Gao, Ning Wang, Yan Li, Ke Li, Ming Geng, Yan Comprehensive analysis of serum exosome-derived lncRNAs and mRNAs from patients with rheumatoid arthritis |
title | Comprehensive analysis of serum exosome-derived lncRNAs and mRNAs from patients with rheumatoid arthritis |
title_full | Comprehensive analysis of serum exosome-derived lncRNAs and mRNAs from patients with rheumatoid arthritis |
title_fullStr | Comprehensive analysis of serum exosome-derived lncRNAs and mRNAs from patients with rheumatoid arthritis |
title_full_unstemmed | Comprehensive analysis of serum exosome-derived lncRNAs and mRNAs from patients with rheumatoid arthritis |
title_short | Comprehensive analysis of serum exosome-derived lncRNAs and mRNAs from patients with rheumatoid arthritis |
title_sort | comprehensive analysis of serum exosome-derived lncrnas and mrnas from patients with rheumatoid arthritis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577909/ https://www.ncbi.nlm.nih.gov/pubmed/37845777 http://dx.doi.org/10.1186/s13075-023-03174-9 |
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