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Updated: Jan 7, 2026

Refined Murine Model of Idiopathic Pulmonary Fibrosis
Published on: June 17, 2025
Altered AP-1, RUNX, and EGR chromatin dynamics drive human fibrotic lung disease
Eleanor Valenzi1, Minxue Jia2, Peter Gerges3
1Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Division of Rheumatology and Clinical Immunology, University of Pittsburgh, Pittsburgh, PA, USA.
This study identifies key transcription factors like AP-1, RUNX, and EGR that drive pulmonary fibrosis in systemic sclerosis-associated interstitial lung disease (SSc-ILD). These factors control profibrotic gene programs in lung fibroblasts and macrophages.
Area of Science:
- Pulmonary medicine
- Molecular biology
- Genomics
Background:
- Pulmonary fibrosis, including systemic sclerosis-associated interstitial lung disease (SSc-ILD), involves myofibroblasts and macrophages.
- Understanding the transcriptional control of profibrotic gene programs is crucial for SSc-ILD.
- Previous single-cell RNA-sequencing provided limited insight into transcriptional regulation.
Purpose of the Study:
- To determine chromatin accessibility dynamics and transcription factors driving profibrotic gene programs in human SSc-ILD.
- To elucidate transcription factor-regulatory element-gene networks in pulmonary fibrosis.
Main Methods:
- Multiomic single-nucleus assay for transposase-accessible (ATAC)/RNA-sequencing on SSc-ILD and control lungs.
- Chromatin accessibility analysis using ChromBPNet to infer transcription factor binding dynamics.
- Hierarchical causal modeling for single-cell multiomics data (HALO) to reveal regulatory networks.
Main Results:
- Increased transcription factor binding to profibrotic genes (CTHRC1, ADAM12, SPP1, CCL18) was inferred.
- SSc-ILD fibroblasts showed enhanced binding and enhancer activity by AP-1, RUNX, and EGR transcription factors.
- Macrophages displayed enhanced binding of AP-1 and basic helix-loop-helix (bHLH)-ZIP transcription factors to SPP1hi phenotype genes.
Conclusions:
- Specific AP-1, RUNX, and EGR enhancers control profibrotic gene programs in SSc-ILD fibroblasts.
- A bHLH-ZIP enhancer was identified in SPP1hi macrophages.
- These findings offer comprehensive insights into the transcriptional control of SSc-ILD gene expression.
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