Related Experiment Video
Updated: Jun 23, 2026

Isolation and Culture of Primary Synovial Macrophages and Fibroblasts from Murine Arthritis Tissue
Published on: February 24, 2023
Comparative Transcriptional Profiling of Key Macrophage and Fibroblast Subpopulations in Rheumatoid
Tracy Tabib1, Ogechukwu Ezenwa2, Joshua Sciurba3
1Center for Systems Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania.
Objective:
Rheumatoid arthritis (RA) often involves extra-articular complications, including interstitial lung disease (ILD) and/or pulmonary nodules. Transcriptomic profiling of lung tissue provides the opportunity to directly assess cell-specific gene expression and corresponding pathway activation in different types of rheumatoid lung disease.
Methods:
We used probe-based, Flex single-cell RNA sequencing (scRNA-seq) of fixed lung tissue specimens to compare gene expression profiles in macrophage and fibroblast populations contributing to tissue remodeling in RA-associated ILD (RA-ILD) versus RA lung nodules. Additional comparison of differentially expressed genes (DEGs) in lung tissue explants from patients with idiopathic pulmonary fibrosis (IPF) elucidated the degree of overlap with RA-ILD.
Results:
Flex scRNA-seq of lung specimens from controls without disease (n = 4) and patients with RA-ILD (n = 9) or RA nodules (n = 3) yielded clustering profiles mirroring uniform manifold approximation and projection distributions from conventional poly(A) capture-based scRNA-seq of RA-ILD, IPF, and control lung tissue. Comparative transcriptional profiling of macrophage and fibroblast subpopulations in RA-ILD and RA lung nodules revealed only partial overlap, with differential up-regulation of immunoregulatory, angioregulatory, and matrix assembly pathways in RA-ILD fibroblasts that contrasted with selective up-regulation of pathways promoting innate and adaptive immunity in macrophage populations comprising RA lung nodules. Comparison of DEGs between RA-ILD and IPF lung-derived macrophage and fibroblast populations demonstrated significant enhancement of profibrotic gene expression in both disease states.
Conclusion:
Flex scRNA-seq of pulmonary macrophage and fibroblast subpopulations reveals key differences in transcriptional profile, distinguishing RA-ILD from RA lung nodules. Parallel comparison of cell type-specific gene expression profiles between RA-ILD and IPF demonstrates significant overlap in profibrotic transcriptional programs.