Evidence map›Paper›PMID 41612506›Full record

ArticleBiomarker research2026

Multi-omics profiling reveals intrathymic triggers and novel biomarkers in thymoma-associated myasthenia gravis.

Yongqiang Ao, Jian Gao, Zhen Ying, Shuai Wang, Zheng Han, Mingyu Xia, Jiazhe Wen, Junkan Zhu, Caiying Wang, Minjie Fu and 5 more

Abstract read
In one paragraph

Article in Biomarker research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

15 authors.

Yongqiang Ao *Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, 200032, China.
Jian Gao *Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, 200032, China.
Zhen Ying *Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
Shuai Wang *Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, 200032, China.
Zheng HanDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, 200032, China.
Mingyu XiaHuashan Clinical Medical College, Fudan University, Shanghai, 200040, China.
Jiazhe WenSchool of Basic Medical Sciences, Fudan University, Shanghai, 200032, China.
Junkan ZhuZhongshan Clinical Medical College, Fudan University, Shanghai, 200032, China.
Caiying WangDepartment of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
Minjie FuDepartment of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, 200040, China.
Jiahao JiangDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, 200032, China.
Haikun WangSchool of Medicine, Tongji University, Shanghai, 200092, China. hkwang@tongji.edu.cn.
Jihong DongDepartment of Neurology, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, 200032, China. dong.jihong@zs-hospital.sh.cn.
Hong FanDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, 200032, China. fan.hong@zs-hospital.sh.cn.
Jianyong DingDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, No 180 Fenglin Rd, Shanghai, 200032, China. ding.jianyong@zs-hospital.sh.cn.

Funding

National Key Research and Development Program of China 2023YFC3402700Program of Shanghai Subject Chief Scientist 2022XD005Shanghai Pujiang Talents Program 23PJD011
6 · The paper itself

Abstract

backgroundThe pathogenic mechanisms through which thymoma induces myasthenia gravis (MG) remain incompletely understood. While MG pathogenesis involves neuromuscular junction defects and peripheral immune dysregulation, the specific contribution of thymoma microenvironment is poorly defined.

methodsWe conducted the first comparative multi-omics analysis of MG-associated thymomas (MGTH) versus non-MG thymomas, integrating single-cell transcriptomics, proteomics, and TCR/BCR repertoire sequencing. Key findings were validated across species using TCGA transcriptomic data, tissue microarrays, co-culture and antigen presentation assays, a Cd4CreSocs3fl/fl murine model and flow cytometry to delineate the underlying microenvironmental and molecular drivers.

resultsWe observed broad expression of synaptic genes in MGTH, including elevated acetylcholine receptor (AChR)-encoding gene CHRNA1, in the absence of detectable intratumoral anti-AChR antibodies. Our analysis revealed a pathogenic JUND-SOCS3 axis governing T cell differentiation, wherein pan-T cell JUND overexpression transcriptionally repressed SOCS3, driving proinflammatory Th1/Th17 polarization in both Cd4CreSocs3fl/fl mice and MGTH patients. We further identified a novel neuro-synaptic thymic epithelial cell (nsTEC) subset characterized by markedly reduced HLA-I/II expression and aberrant synaptic gene expression. Functional co-culture assays confirmed that these nsTECs exhibited impaired antigen presentation and failed to efficiently activate T cells. Clonally expanded TTN+ memory B cells were identified in both MGTH stroma and peripheral blood, and their abundance correlated positively with anti-titin antibody titers. Analysis of cellular interactomes revealed rewired stromal-immune crosstalk in MGTH, wherein nsTECs existed as immunologically inert compartments, lacking detectable cytokine responsiveness or cellular interactions. TCR/BCR profiling demonstrated antigen-driven clonal expansion and repertoire restriction in MGTH. Furthermore, we identified the CDR sequences of antigen-specific clones.

conclusionsWe demonstrate that thymoma-associated MG arises from three convergent mechanisms: disordered T-cell differentiation, defective thymic antigen presentation, and autoantigen-specific B-cell expansion. This model identifies previously unappreciated, synergistic therapeutic targets for intervention.

Indexed as

Multi-omicsMyasthenia gravis-associated thymomaNeuro-synaptic thymic epithelial cellsT cellsTTN+ memory B cells

Identifiers

PMID41612506
PMCPMC12896272

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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 Socratic graph.