Altered molecular pathways and prognostic markers in active systemic juvenile idiopathic arthritis: integrated bioinformatic analysis.

IF 3.1 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL
Yi Ren, Hannah Labinsky, Andriko Palmowski, Henrik Bäcker, Michael Müller, Arne Kienzle
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引用次数: 6

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.

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活动性系统性幼年特发性关节炎的分子通路改变和预后标志物:综合生物信息学分析。
系统性青少年特发性关节炎(SJIA)是一种儿童期发病的严重炎症性疾病,其特征是关节炎伴有全身自身炎症和关节外症状。虽然最近的进展已经揭示了一系列的风险因素,但涉及SJIA的病理机制和治疗成功的潜在预后标志物仍然部分未知。在这项研究中,我们从国家生物技术信息中心选取了70名活跃的SJIA患者和55名健康对照患者,使用r分析了差异表达基因(deg),对deg和枢纽基因集进行了功能富集分析、蛋白-蛋白相互作用(PPI)和基因模块构建。我们还用CIBERSORT检测了免疫系统细胞组成,并预测了SJIA的预后标志物和潜在的治疗药物。共鉴定出94个上调的deg和24个下调的deg。筛选出2个感兴趣的特定模块和8个枢纽基因(ARG1、DEFA4、HP、MMP8、MMP9、MPO、OLFM4、PGLYRP1)。功能富集分析表明,复杂的中性粒细胞相关功能在疾病发病机制中起决定性作用。CIBERSORT显示中性粒细胞、M0巨噬细胞、CD8+ T细胞和naïve B细胞是疾病进展的相关驱动因素。此外,我们确定TPM2和GZMB作为canakinumab治疗反应的潜在预后标志物。此外,磺胺酸硫、(-)-儿茶素和菲蒽醌被认为是有前途的治疗药物。该研究为活性SJIA的分子和细胞发病机制提供了新的认识,并指出了进一步研究的潜在靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Bosnian journal of basic medical sciences
Bosnian journal of basic medical sciences 医学-医学:研究与实验
CiteScore
7.40
自引率
5.90%
发文量
98
审稿时长
35 days
期刊介绍: The Bosnian Journal of Basic Medical Sciences (BJBMS) is an international, English-language, peer reviewed journal, publishing original articles from different disciplines of basic medical sciences. BJBMS welcomes original research and comprehensive reviews as well as short research communications in the field of biochemistry, genetics, immunology, microbiology, pathology, pharmacology, pharmaceutical sciences and physiology.
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