1. Academic Validation
  2. Monocyte-driven IFN and TNF programs orchestrate inflammatory networks in antisynthetase syndrome-associated interstitial lung disease

Monocyte-driven IFN and TNF programs orchestrate inflammatory networks in antisynthetase syndrome-associated interstitial lung disease

  • Front Immunol. 2025 Oct 23:16:1652999. doi: 10.3389/fimmu.2025.1652999.
Yu Fan 1 Weijin Zhang 2 Miaotong Su 1 Shaoyu Zheng 2 Jianqun Lin 2 Kedi Zheng 2 Fengcai Shen 3 Guohong Zhang 1 Yukai Wang 2
Affiliations

Affiliations

  • 1 Department of Pathology, Shantou University Medical College, Shantou, China.
  • 2 Department of Rheumatology and Immunology, Shantou Central Hospital, Shantou, China.
  • 3 Department of Biomedical Sciences, University of Sassari, Sassari, Italy.
Abstract

Objective: Antisynthetase syndrome-associated interstitial lung disease (ASS-ILD) exhibits clinical heterogeneity and progression, with unclear immunopathogenic mechanisms. This study aimed to define the cell type-specific interferon immune signatures and transcriptional networks underlying ASS-ILD.

Methods: Single-cell RNA Sequencing (scRNA-seq) was performed on peripheral blood mononuclear cells (PBMCs) from three treatment-naive ASS-ILD patients and three healthy controls (67,421 cells). A comprehensive analysis was conducted in conjunction with an external cohort, encompassing 126,026 cells. The analytical pipelines included the following: AUCell for interferon-stimulated gene (ISG) activity scoring, Seurat for clustering, Monocle for trajectory inference, and CellChat for cell-cell communication. The inference of transcription factor activity was facilitated using decoupleR software.

Results: Monocyte-specific ISG activity was identified and validated in an integrated cohort of 126,026 cells. Among the six monocyte subsets, mono2 exhibited elevated IFNG expressions and a preferential inflammatory trajectory, marked by upregulated innate and adaptive immune pathways. Cell-cell interaction modeling revealed dysregulated type II interferon (IFN-II) and tumor necrosis factor (TNF) signaling, with mono2, NK, and CD8+ T cells as key signal transmitters. Regulatory network analysis revealed that the transcription factors ETV5, IRF5, IRF7, RORB, RORC, and SMAD1 drive inflammatory and profibrotic signatures via the IL-17, JAK-STAT, and TGF-β pathways.

Conclusions: This study identifies monocytes as central orchestrators of immune dysregulation in ASS-ILD, highlighting IFN/TNF signaling and associated transcriptional regulators as therapeutic targets.

Keywords

TNF signaling; antisynthetase syndrome; interferon-gamma; interstitial lung disease; monocytes.

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