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Modeling Transcriptional Rewiring in Neutrophils Through the Course of Treated Juvenile Idiopathic Arthritis
Zihua Hu1,2,3, Kaiyu Jiang4, Mark Barton Frank5
1Center for Computational Research, New York State Center of Excellence in Bioinformatics & Life Sciences, State University of New York at Buffalo, Buffalo, NY, 14260, USA. zihuahu@ccr.buffalo.edu.
Insights
Juvenile idiopathic arthritis (JIA) neutrophils show altered gene expression. Therapy significantly reshapes these networks, with inactive disease resembling healthy controls more closely.
Area of Science:
- Immunology
- Genetics
- Pediatrics
Background:
- Neutrophils in polyarticular juvenile idiopathic arthritis (JIA) exhibit abnormal transcriptional patterns linked to metabolic issues.
- Understanding therapy's impact on gene expression in JIA is crucial.
Purpose of the Study:
- To investigate the effects of therapy on mRNA and miRNA expression networks in polyarticular JIA.
- To compare transcriptional profiles across untreated active JIA, treated active JIA, and inactive JIA states.
Main Methods:
- Utilized exon and miRNA microarrays to analyze gene expression in children with JIA and healthy controls.
- Compared gene expression profiles in untreated active JIA (ADU), treated active JIA (ADT), and inactive disease (ID) groups against healthy controls (HC).
Main Results:
- Therapy induced significant re-ordering of mRNA and miRNA expression networks.
- Each disease state (ADU, ADT, ID) had a distinct transcriptional profile, with ADT differing most from HC.
- Inactive disease (ID) profiles more closely resembled healthy controls (HC) than active disease states.
- mRNA and miRNA expression changes were mirrored, indicating coordinated regulation.
- Therapeutic response is complex, not a simple linear gene correction process.
Conclusions:
- Therapy substantially alters gene expression networks in polyarticular JIA.
- Combinatorial regulation by miRNA and transcription factors (TFs) may drive dynamic transcriptome changes during treatment.
- Distinct transcriptional states exist for untreated active, treated active, and inactive JIA.
Abstract:
Neutrophils in children with the polyarticular form of juvenile idiopathic arthritis (JIA) display abnormal transcriptional patterns linked to fundamental metabolic derangements. In this study, we sought to determine the effects of therapy on mRNA and miRNA expression networks in polyarticular JIA. Using exon and miRNA microarrays, we studied children with untreated active JIA (ADU, n = 35), children with active disease on therapy with methotrexate ± etanercept (ADT, n = 26), and children with inactive disease also on therapy (ID, n = 14). We compared the results to findings from healthy control children (HC, n = 35). We found substantial re-ordering of mRNA and miRNA expression networks after the initiation of therapy. Each disease state was associated with a distinct transcriptional profile, with the ADT state differing the most from HC, and ID more strongly resembling HC. Changes at the mRNA level were mirrored in changes in miRNA expression patterns. The analysis of the expression dynamics from differentially expressed genes across three disease states indicated that therapeutic response is a complex process. This process does not simply involve genes slowly correcting in a linear fashion over time. Computational modeling of miRNA and transcription factor (TF) co-regulatory networks demonstrated that combinational regulation of miRNA and TF might play an important role in dynamic transcriptome changes.
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