Single-Cell Analysis Identifies Factors Associated with Rheumatoid Arthritis-Related Interstitial Lung Disease in Comparison with Idiopathic Pulmonary Fibrosis
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Updated: Aug 5, 2026

Imaging Features of Systemic Sclerosis-Associated Interstitial Lung Disease
Published on: June 16, 2020
Dongjun Kim1,2, Hyun Lee3, Sang-Heon Kim3
1Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Republic of Korea.
Background:
Interstitial lung disease (ILD) is a common but serious extra-articular manifestation of rheumatoid arthritis (RA). RA-associated ILD (RA-ILD), which often presents with the usual interstitial pneumonia pattern, can resemble idiopathic pulmonary fibrosis (IPF), though the treatment and progression of these two conditions differ. However, the immunologic and molecular mechanisms associated with RA-ILD and IPF development have not been well elucidated at the single-cell level.
Methods:
To investigate the underlying mechanisms associated with RA-ILD and IPF development, we performed single-cell RNA sequencing (scRNA-seq) of peripheral blood mononuclear cells (PBMCs) from five RA-ILD patients and five patients with IPF with a matched age and sex distribution.
Results:
A high-quality scRNA-seq dataset comprising 31,416 peripheral immune cells was generated. Overall immune composition was similar between groups; however, a significant elevation of natural killer (NK) cells was seen among the RA-ILD PBMCs, with increased expression of cytotoxic and inflammation-related genes (GZMB, GZMH, PRF1) as well as interferon‑related genes (STAT1, STAT3, IRF9, IFNG). Myeloid subsets displayed distinct transcriptional programs in IPF and RA-ILD: IPF CD16+ monocytes were enriched for transforming growth factor beta (TGF‑β)-driven fibrotic signaling, whereas RA-ILD monocytes exhibited type I/II interferon pathway activation. Fibrosis‑related genes (TGFB1, SMAD3, SMAD7, TGIF1) were specifically upregulated in IPF.
Conclusion:
RA‑ILD and IPF share similar peripheral immune cell compositions, but exhibit distinct transcriptional activation patterns. RA‑ILD is characterized by increased NK‑cell-driven cytotoxic and interferon‑related responses, along with interferon‑activated monocytes. In contrast, IPF shows a TGF‑β-dominant fibrotic program, with transcriptional activation of CD16+ monocytes and upregulation of fibrosis‑related genes.
