Identification of BHLHE40-Expressing CD4+ T Cells Producing GM-CSF in Rheumatoid Arthritis

Int J Rheum Dis. 2025 Apr;28(4):e70219. doi: 10.1111/1756-185X.70219.

Abstract

Background: Granulocyte-macrophage colony-stimulating factor (GM-CSF: CSF2) plays a crucial role in the pathogenesis of autoimmune diseases. The basic helix-loop-helix family member e40 (BHLHE40) gene is important for GM-CSF production in CD4+ T cells. However, the relationship between the expression of these genes and rheumatoid arthritis (RA) remains unclear, particularly in interleukin-1 (IL-1)-enriched inflammatory sites. Therefore, we investigated the expression of BHLHE40 and CSF2 in CD4+ T cells in RA.

Methods: We analyzed gene expression using previously deposited and publicly available databases containing peripheral blood (PB) and synovial fluid (SF) from patients with RA and healthy controls (HC). Comprehensive datasets, including single-cell RNA-sequencing (scRNA-seq), RNA-seq, and microarray data, were used for this analysis.

Results: BHLHE40 expression in PB CD4+ T cells from HC was higher in central memory, effector memory, Th17, and Th1/17 cells than in naive CD4+ T cells. Furthermore, BHLHE40 and CSF2 expression in the CD45RA-CCR7+ /-CD4+ T cell subset was significantly higher in the SF of patients with RA than in those with PB. scRNA-seq revealed that BHLHE40-expressing cells showed higher CSF2 expression than those that did not. Additionally, scRNA-seq showed higher BHLHE40 expression in PB CD4+ T cells from RA patients than in those from HC.

Conclusion: We analyzed the gene expressions of BHLHE40, which is crucial for GM-CSF production, IL1R1, which regulates BHLHE40 induction, and CSF2, its resulting product, in CD4+ T cells. Their expression levels were compared across RA SF, PB, and HC. Notably, increased expression of these genes was identified in SF.

Keywords: BHLHE40; GM‐CSF; RNA‐seq; T cells; cytokines.

MeSH terms

  • Adult
  • Aged
  • Arthritis, Rheumatoid* / diagnosis
  • Arthritis, Rheumatoid* / genetics
  • Arthritis, Rheumatoid* / immunology
  • Arthritis, Rheumatoid* / metabolism
  • Basic Helix-Loop-Helix Transcription Factors* / genetics
  • Basic Helix-Loop-Helix Transcription Factors* / metabolism
  • CD4-Positive T-Lymphocytes* / immunology
  • CD4-Positive T-Lymphocytes* / metabolism
  • Case-Control Studies
  • Female
  • Granulocyte-Macrophage Colony-Stimulating Factor* / genetics
  • Granulocyte-Macrophage Colony-Stimulating Factor* / metabolism
  • Humans
  • Male
  • Middle Aged
  • Synovial Fluid / immunology
  • Synovial Fluid / metabolism

Substances

  • Granulocyte-Macrophage Colony-Stimulating Factor
  • Basic Helix-Loop-Helix Transcription Factors
  • CSF2 protein, human