Evidence map›Paper›PMID 41686610›Full record

ArticleMedicine2026

Mendelian randomization followed by single-cell RNA sequencing exploration identifies effector memory CD4+ T cells as a risk factor for myasthenia gravis.

Zhaolin Ren, Hao He, Zhichun Cai, Peijun Li, Zhou Liu, Haihong Zhou

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Article in Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Zhaolin RenDepartment of Neurology, Yuexi Hospital of the Sixth Affiliated Hospital, Sun Yat-sen University (Xinyi People's Hospital), Xinyi, Guangdong, China.ORCID 0009-0001-4608-4727
Hao HeGuangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Institute of Neurology, Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China.
Zhichun CaiGuangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Institute of Neurology, Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China.
Peijun LiGuangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Institute of Neurology, Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China.
Zhou LiuGuangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Institute of Neurology, Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China.
Haihong ZhouGuangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Institute of Neurology, Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China.ORCID 0000-0002-0060-6534

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Myasthenia gravis (MG) is an autoimmune neuromuscular junction disease classified as early onset MG (EOMG), which typically occurs before the age of 50 years, and late-onset MG (LOMG), which occurs after the age of 50 years. The contribution of different immune cell subsets to MG pathogenesis is not fully understood. To address this, we conducted 2-sample Mendelian randomization (MR) analyses incorporating 731 peripheral immunophenotypes associated with MG. To further explore cellular mechanisms, we analyzed an existing single-cell RNA sequencing (scRNA-seq) dataset derived from the peripheral blood of patients with MG during and after the myasthenic crisis phase. In MR analyses, IVW results suggested that 42 immunophenotypes were risk or protective factors for LOMG, whereas 28 immunophenotypes were involved in EOMG. Comprehensive sensitivity analyses confirmed the absence of heterogeneity and horizontal pleiotropy. Among these, the proportion of effector memory CD4 + T cells emerged as the most significant factor associated with an increased risk of LOMG. Single-cell analyses revealed an expansion of these cells in patients with LOMG during the myasthenic crisis stage compared with the stable stage, with functional annotations showing strong similarities to activated CD4 + T cells treated with TGF-β and IL-4. This study identified effector memory CD4 + T cells as a significant risk factor for LOMG through MR analyses and further explored an existing scRNA-seq dataset. The role of effector memory CD4 + T cells, potentially mediated by TGF-β and IL-4, in LOMG pathogenesis and disease exacerbation, highlighting the need for further functional studies.

Indexed as

CD4-Positive T-LymphocytesMyasthenia GravisFemaleHumansImmunologic MemoryImmunophenotypingMendelian Randomization AnalysisRisk FactorsSequence Analysis, RNASingle-Cell AnalysisSingle-Cell Gene Expression Analysiseffector memory CD4+ T cellsMendelian randomizationmyasthenia gravissingle-cell RNA sequencing

Identifiers

PMID41686610
PMCPMC12908807

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