dc.contributor.author
Ren, Yi
dc.contributor.author
Labinsky, Hannah
dc.contributor.author
Palmowski, Andriko
dc.contributor.author
Bäcker, Henrik
dc.contributor.author
Müller, Michael
dc.contributor.author
Kienzle, Arne
dc.date.accessioned
2022-01-28T06:59:54Z
dc.date.available
2022-01-28T06:59:54Z
dc.identifier.uri
https://refubium.fu-berlin.de/handle/fub188/33727
dc.identifier.uri
http://dx.doi.org/10.17169/refubium-33447
dc.description.abstract
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, 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. Additionally, 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.
en
dc.rights.uri
https://creativecommons.org/licenses/by/4.0/
dc.subject
Systemic juvenile idiopathic arthritis
en
dc.subject
prognostic marker
en
dc.subject.ddc
600 Technik, Medizin, angewandte Wissenschaften::610 Medizin und Gesundheit::610 Medizin und Gesundheit
dc.title
Altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: integrated bioinformatic analysis
dc.type
Wissenschaftlicher Artikel
dcterms.bibliographicCitation.doi
10.17305/bjbms.2021.6016
dcterms.bibliographicCitation.journaltitle
Bosnian Journal of Basic Medical Sciences
dcterms.bibliographicCitation.originalpublishername
Association of Basic Medical Sciences of FBIH
refubium.affiliation
Charité - Universitätsmedizin Berlin
refubium.resourceType.isindependentpub
no
dcterms.accessRights.openaire
open access
dcterms.bibliographicCitation.pmid
34480465
dcterms.isPartOf.eissn
1840-4812