Department of Life Science, Dongguk University-Seoul, Seoul 04620, Korea.
Int J Mol Sci. 2021 Jan 12;22(2):712. doi: 10.3390/ijms22020712.
Systemic juvenile idiopathic arthritis (sJIA) is a rare subtype of juvenile idiopathic arthritis, whose clinical features are systemic fever and rash accompanied by painful joints and inflammation. Even though sJIA has been reported to be an autoinflammatory disorder, its exact pathogenesis remains unclear. In this study, we integrated a meta-analysis with a weighted gene co-expression network analysis (WGCNA) using 5 microarray datasets and an RNA sequencing dataset to understand the interconnection of susceptibility genes for sJIA. Using the integrative analysis, we identified a robust sJIA signature that consisted of 2 co-expressed gene sets comprising 103 up-regulated genes and 25 down-regulated genes in sJIA patients compared with healthy controls. Among the 128 sJIA signature genes, we identified an up-regulated cluster of 11 genes and a down-regulated cluster of 4 genes, which may play key roles in the pathogenesis of sJIA. We then detected 10 bioactive molecules targeting the significant gene clusters as potential novel drug candidates for sJIA using an in silico drug repositioning analysis. These findings suggest that the gene clusters may be potential genetic markers of sJIA and 10 drug candidates can contribute to the development of new therapeutic options for sJIA.
全身性幼年特发性关节炎(sJIA)是一种罕见的幼年特发性关节炎亚型,其临床特征为全身发热和皮疹,伴有疼痛关节和炎症。尽管 sJIA 已被报道为一种自身炎症性疾病,但确切的发病机制仍不清楚。在这项研究中,我们结合了荟萃分析和加权基因共表达网络分析(WGCNA),使用了 5 个微阵列数据集和一个 RNA 测序数据集,以了解 sJIA 易感性基因之间的相互联系。通过整合分析,我们确定了一个稳健的 sJIA 特征,该特征由 2 个共表达基因集组成,与健康对照组相比,sJIA 患者中包含 103 个上调基因和 25 个下调基因。在 128 个 sJIA 特征基因中,我们鉴定出一个上调基因簇的 11 个基因和一个下调基因簇的 4 个基因,它们可能在 sJIA 的发病机制中发挥关键作用。然后,我们使用计算机药物再定位分析,针对这些显著基因簇检测了 10 种靶向生物活性分子,作为 sJIA 的潜在新型药物候选物。这些发现表明,这些基因簇可能是 sJIA 的潜在遗传标志物,而 10 种候选药物可能有助于开发治疗 sJIA 的新疗法。