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Altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: Integrated bioinformatic analysis
Systemic juvenile idiopathic arthritis (SJIA) is a severe childhood-onset inflammatory disease characterized by arthritis accompanied by systemic auto-inflammation and extra-articular symptoms. While recent advances have unraveled a range of risk factors, the pathomechanisms involved in SJIA and pot...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8977090/ https://www.ncbi.nlm.nih.gov/pubmed/34480465 http://dx.doi.org/10.17305/bjbms.2021.6016 |
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author | Ren, Yi Labinsky, Hannah Palmowski, Andriko Bäcker, Henrik Müller, Michael Kienzle, Arne |
author_facet | Ren, Yi Labinsky, Hannah Palmowski, Andriko Bäcker, Henrik Müller, Michael Kienzle, Arne |
author_sort | Ren, Yi |
collection | PubMed |
description | Systemic juvenile idiopathic arthritis (SJIA) is a severe childhood-onset inflammatory disease characterized by arthritis accompanied by systemic auto-inflammation and extra-articular symptoms. While recent advances have unraveled a range of risk factors, the pathomechanisms involved in SJIA and potential prognostic markers for treatment success remain partly unknown. In this study, we included 70 active SJIA and 55 healthy control patients from the National Center for Biotechnology Information to analyze for differentially expressed genes (DEGs) using R. Functional enrichment analysis, protein-protein interaction (PPI), and gene module construction were performed for DEGs and hub gene set. We additionally examined immune system cell composition with CIBERSORT and predicted prognostic markers and potential treatment drugs for SJIA. In total, 94 upregulated and 24 downregulated DEGs were identified. Two specific modules of interest and eight hub genes (ARG1, DEFA4, HP, MMP8, MMP9, MPO, OLFM4, and PGLYRP1) were screened out. Functional enrichment analysis suggested that complex neutrophil-related functions play a decisive role in the disease pathogenesis. CIBERSORT indicated neutrophils, M0 macrophages, CD8+ T cells, and naïve B cells to be relevant drivers of disease progression. In addition, we identified TPM2 and GZMB as potential prognostic markers for treatment response to canakinumab. Moreover, sulindac sulfide, (-)-catechin, and phenanthridinone were identified as promising treatment agents. This study provides a new insight into molecular and cellular pathogenesis of active SJIA and highlights potential targets for further research. |
format | Online Article Text |
id | pubmed-8977090 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina |
record_format | MEDLINE/PubMed |
spelling | pubmed-89770902022-04-14 Altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: Integrated bioinformatic analysis Ren, Yi Labinsky, Hannah Palmowski, Andriko Bäcker, Henrik Müller, Michael Kienzle, Arne Bosn J Basic Med Sci Research Article Systemic juvenile idiopathic arthritis (SJIA) is a severe childhood-onset inflammatory disease characterized by arthritis accompanied by systemic auto-inflammation and extra-articular symptoms. While recent advances have unraveled a range of risk factors, the pathomechanisms involved in SJIA and potential prognostic markers for treatment success remain partly unknown. In this study, we included 70 active SJIA and 55 healthy control patients from the National Center for Biotechnology Information to analyze for differentially expressed genes (DEGs) using R. Functional enrichment analysis, protein-protein interaction (PPI), and gene module construction were performed for DEGs and hub gene set. We additionally examined immune system cell composition with CIBERSORT and predicted prognostic markers and potential treatment drugs for SJIA. In total, 94 upregulated and 24 downregulated DEGs were identified. Two specific modules of interest and eight hub genes (ARG1, DEFA4, HP, MMP8, MMP9, MPO, OLFM4, and PGLYRP1) were screened out. Functional enrichment analysis suggested that complex neutrophil-related functions play a decisive role in the disease pathogenesis. CIBERSORT indicated neutrophils, M0 macrophages, CD8+ T cells, and naïve B cells to be relevant drivers of disease progression. In addition, we identified TPM2 and GZMB as potential prognostic markers for treatment response to canakinumab. Moreover, sulindac sulfide, (-)-catechin, and phenanthridinone were identified as promising treatment agents. This study provides a new insight into molecular and cellular pathogenesis of active SJIA and highlights potential targets for further research. Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina 2022-04 2021-09-03 /pmc/articles/PMC8977090/ /pubmed/34480465 http://dx.doi.org/10.17305/bjbms.2021.6016 Text en Copyright: © The Author(s) (2022) https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License |
spellingShingle | Research Article Ren, Yi Labinsky, Hannah Palmowski, Andriko Bäcker, Henrik Müller, Michael Kienzle, Arne Altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: Integrated bioinformatic analysis |
title | Altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: Integrated bioinformatic analysis |
title_full | Altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: Integrated bioinformatic analysis |
title_fullStr | Altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: Integrated bioinformatic analysis |
title_full_unstemmed | Altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: Integrated bioinformatic analysis |
title_short | Altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: Integrated bioinformatic analysis |
title_sort | altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: integrated bioinformatic analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8977090/ https://www.ncbi.nlm.nih.gov/pubmed/34480465 http://dx.doi.org/10.17305/bjbms.2021.6016 |
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