Institute of Bioinformatics and Applied Biotechnology, Bangalore 560100, Karnataka, India.
Manipal Academy of Higher Education, Manipal 576104, Karnataka, India.
Genes (Basel). 2022 Jul 7;13(7):1216. doi: 10.3390/genes13071216.
Peripheral T lymphocytes of rheumatoid arthritis (RA) patients show pathological changes in their metabolic pathways, especially glycolysis. These changes may drive the increased proliferation and tissue invasiveness of RA T cells. In order to study the transcriptional regulation underlying these alterations, we analysed publicly available RNA sequencing data from circulating T lymphocyte subsets of healthy individuals, untreated RA patients, and patients undergoing treatment for RA. Differential co-expression networks were created using sample-wise edge weights from an analysis called "linear interpolation to obtain network estimates for single sample" (lionessR), and annotated using the Gene Transcription Regulation Database (GTRD). Genes with high centrality scores were identified. CD8 effector memory cells (Tem) and CD8CD45RA effector memory cells (Temra) showed large changes in the transcriptional regulation of glycolysis in untreated RA. and were differentially regulated and had high centrality scores in CD8 Tem cells. downregulation may be due to post transcriptional inhibition. Tocilizumab treatment partially reversed the RA-associated differential expression of several metabolic and regulatory genes. was upregulated and had high centrality scores in RA CD8 Temra cells; however, its glycolysis targets were unaltered. The upregulation of the PI3K-AKT and mTOR pathways may explain upregulation.
类风湿关节炎 (RA) 患者的外周 T 淋巴细胞代谢途径发生病理性改变,尤其是糖酵解途径。这些变化可能导致 RA T 细胞的过度增殖和组织侵袭性增加。为了研究这些改变的转录调控机制,我们分析了来自健康个体、未经治疗的 RA 患者和接受 RA 治疗的患者循环 T 淋巴细胞亚群的公开 RNA 测序数据。使用名为“线性内插获得单个样本的网络估计”(lionessR)的分析中的样本边缘权重创建差异共表达网络,并使用基因转录调控数据库(GTRD)进行注释。确定了具有高中心度评分的基因。在未经治疗的 RA 中,CD8 效应记忆细胞(Tem)和 CD8CD45RA 效应记忆细胞(Temra)的糖酵解转录调控发生了巨大变化。和在 CD8 Tem 细胞中差异调节且具有高中心度评分。下调可能是由于转录后抑制。托珠单抗治疗部分逆转了几种代谢和调节基因与 RA 相关的差异表达。在 RA CD8 Temra 细胞中上调且具有高中心度评分;然而,其糖酵解靶点没有改变。PI3K-AKT 和 mTOR 通路的上调可能解释了的上调。