TY - JOUR
T1 - A Preclinical State of Graves' Ophthalmopathy Characterized by Hypoxia of T-cells Identified via Multiomics Analysis
AU - Zhang, Meng
AU - Qi, Xin
AU - Zhou, Xingchen
AU - Liu, Yufeng
AU - He, Mingqian
AU - Wang, Jingya
AU - Wang, Ling
AU - Chen, Ziyi
AU - Li, Simo
AU - Chen, Yu
AU - Sun, Yushi
AU - Guo, Hui
AU - Yang, Jin
AU - Shi, Bingyin
AU - Wang, Yue
N1 - Publisher Copyright:
© 2025 The Author(s). Published by Oxford University Press on behalf of the Endocrine Society.
PY - 2025/12/1
Y1 - 2025/12/1
N2 - 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 Twenty-four 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 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 (receiver operating characteristic = 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 differentiation. Conclusion 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.
AB - 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 Twenty-four 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 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 (receiver operating characteristic = 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 differentiation. Conclusion 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.
KW - Graves' ophthalmopathy
KW - T-cells
KW - hypoxia
KW - multiomics analysis
KW - preclinical state
UR - https://www.scopus.com/pages/publications/105021939855
U2 - 10.1210/clinem/dgaf230
DO - 10.1210/clinem/dgaf230
M3 - 文章
C2 - 40215267
AN - SCOPUS:105021939855
SN - 0021-972X
VL - 110
SP - 3430
EP - 3440
JO - Journal of Clinical Endocrinology and Metabolism
JF - Journal of Clinical Endocrinology and Metabolism
IS - 12
ER -