流式细胞术
DNA甲基化
生物
下调和上调
细胞因子
免疫学
T细胞
基因
分子生物学
遗传学
免疫系统
基因表达
作者
Meng Zhang,Xin Qi,Xingchen Zhou,Yufeng Liu,Mingqian He,Jingya Wang,Ling Wang,Ziyi Chen,Simo Li,Yu Chen,Yushi Sun,Hui Guo,Jin Yang,Bingyin Shi,Yue Wang
标识
DOI:10.1210/clinem/dgaf230
摘要
Abstract Context A preclinical state of Graves’ ophthalmopathy (pre-GO) exists during the progression from Graves’ hyperthyroidism (GH) to GO. Objective To distinguish the pre-GO state and identify key pathways of T-cell immunity. Methods 24 GH (without ophthalmopathy within 6-month follow-up), 10 pre-GO (ophthalmopathy occurred within 6-month follow-up) and 21 GO patients were enrolled, and the transcription and DNA methylation profiles of peripheral blood mononuclear cells (PBMCs) were generated. The differentially expressed genes (DEGs), differentially methylated CpG sites (DMCs) and differentially methylated genes (DMGs) were identified. Cluster analysis, functional analysis and data integration analysis using latent components (DIABLO) were performed to distinguish pre-GO and identify key pathways. Flow cytometry was performed for in vitro verification. Results In total, 731, 1214 and 372 DEGs and 1583, 277 and 555 DMCs were detected via pairwise comparisons of GH vs. GO, pre-GO vs. GO and GH vs. pre-GO, respectively. DIABLO accurately discriminated the pre-GO state via 17 DMC and 11 DEG features (ROC = 0.9975 and 0.9407, respectively). The functional analysis revealed that the DMGs and DEGs were enriched in T-cell differentiation pathways and related cytokine pathways, respectively. Further cluster analysis revealed a cluster of pre-GO-specific DEGs enriched in the hypoxia pathway. Flow cytometry confirmed that hypoxia promoted Th1, Th17 and antigen-specific CD4+ cytotoxic T-cell (CTL) differentiation. Conclusions The pre-GO state was identified from GH and GO, and characterized by upregulation of the hypoxia pathway that may promote effector CD4+ T-cells differentiation. These findings provide new insight into the pathogenesis and prevention of GO.
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