Mendelian randomization followed by single-cell RNA sequencing exploration identifies effector memory CD4+ T cells as

Zhaolin Ren1, Hao He2, Zhichun Cai2

  • 1Department of Neurology, Yuexi Hospital of the Sixth Affiliated Hospital, Sun Yat-sen University (Xinyi People's Hospital), Xinyi, Guangdong, China.

Medicine
|February 13, 2026
PubMed

Insights

Late-onset myasthenia gravis (LOMG) risk is linked to effector memory CD4+ T cells. These cells expand during crisis, potentially influenced by TGF-β and IL-4, suggesting new therapeutic targets for this autoimmune neuromuscular junction disease.

Area of Science:

  • Immunology
  • Genetics
  • Neurology

Background:

  • Myasthenia gravis (MG) is an autoimmune neuromuscular junction disorder with early-onset (EOMG) and late-onset (LOMG) forms.
  • The specific immune cell subsets contributing to MG pathogenesis remain incompletely understood.

Purpose of the Study:

  • To investigate the causal relationship between peripheral immunophenotypes and MG subtypes using Mendelian randomization (MR).
  • To explore the cellular mechanisms underlying LOMG pathogenesis, particularly during myasthenic crisis, using single-cell RNA sequencing (scRNA-seq).

Main Methods:

  • Two-sample Mendelian randomization (MR) analyses were performed using 731 peripheral immunophenotypes.
  • An existing scRNA-seq dataset from MG patients during and after crisis was analyzed for cellular insights.

Main Results:

  • MR analysis identified 42 immunophenotypes associated with LOMG risk and 28 with EOMG risk.
  • Effector memory CD4+ T cells were identified as a significant risk factor for LOMG.
  • scRNA-seq revealed expansion of effector memory CD4+ T cells in LOMG patients during crisis, with functional similarities to TGF-β and IL-4 activated cells.

Conclusions:

  • Effector memory CD4+ T cells are a key risk factor for LOMG, potentially playing a role in disease exacerbation.
  • The findings suggest that TGF-β and IL-4 signaling pathways may be involved in LOMG pathogenesis.
  • Further functional studies are warranted to elucidate the precise role of these T cells in LOMG.

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