Evidence map›Paper›PMID 40355702›Full record

ArticleCommunications biology2025

Single-cell multiomic analysis unveils the immune landscape dynamics of graves' ophthalmopathy.

Shurui Ke, Zhong Liu, Ming Zhou, Bing Xiao, Qiuling Hu, Jinshan Lin, Huijing Ye, Lixia Luo, Xianchai Lin

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Shurui Ke *State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Zhong Liu *State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Ming ZhouState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Bing XiaoState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Qiuling HuState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Jinshan LinState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Huijing YeState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China. yehuijing@qq.com.ORCID http://orcid.org/0000-0002-8091-8457
Lixia LuoState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China. luolixia@mail.sysu.edu.cn.ORCID http://orcid.org/0000-0002-9806-4074
Xianchai LinState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China. linxch7@mail.sysu.edu.cn.ORCID http://orcid.org/0000-0002-9483-4043

Funding

National Natural Science Foundation of China (National Science Foundation of China) 81721003
6 · The paper itself

Abstract

Graves' ophthalmopathy (GO) is an autoimmune disease that occurs concurrently with Graves' disease, potentially leading to facial disfigurement and irreversible vision loss. However, the molecular characteristics of cellular changes in the peripheral immune environment of GO patients remain unclear. This study presents a multi-omics single-cell analysis of peripheral blood from GO patients and healthy controls, revealing key molecular alterations in immune cell subpopulations. We identify increased chromatin accessibility and regulatory activity of pro-inflammatory factors, such as FOS and NF-κB family. Immune repertoire analysis shows enhanced diversity in GO patients. Notably, GO-specific clonal expansions are enriched in CD8 effector T (CD8 Te) cells, which exhibit signs of enhanced T cell chemotaxis and exhaustion. Multi-omics integration analysis reveals that changes in SLC35G1 and IDNK expression in CD8 Te are linked to disease phenotypes, with trends aligning with experimental results. We find that this cell cluster could infiltrate into orbital tissues and upregulate fibrosis-related pathways associated with fibroblasts in GO. These findings indicate its potential role in driving disease progression. Our study reveals the epigenetic and transcriptomic landscape in the peripheral blood of GO patients, enhancing the understanding of the pathogenic molecular mechanisms and offering potential directions for prevention and treatment.

Indexed as

Graves OphthalmopathySingle-Cell AnalysisAdultCase-Control StudiesCD8-Positive T-LymphocytesFemaleHumansMaleMiddle AgedTranscriptome

Identifiers

PMID40355702
PMCPMC12069675

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.