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Spatial transcriptomics reveals immune-stromal crosstalk within the synovium of patients with juvenile idiopathic arthritis
Jun Inamo, Roselyn Fierkens, Michael R. Clay, Anna Helena Jonsson, Clara Lin, Kari Hayes, Nathan Rogers, Heather Leach, Kentaro Yomogida
Jun Inamo, Roselyn Fierkens, Michael R. Clay, Anna Helena Jonsson, Clara Lin, Kari Hayes, Nathan Rogers, Heather Leach, Kentaro Yomogida
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Research Article Immunology

Spatial transcriptomics reveals immune-stromal crosstalk within the synovium of patients with juvenile idiopathic arthritis

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Abstract

Juvenile idiopathic arthritis (JIA) is the most prevalent chronic inflammatory arthritis of childhood, yet the spatial organization in the synovium remains poorly understood. Here, we perform subcellular-resolution spatial transcriptomic profiling of synovial tissue from patients with active JIA. We identify diverse immune and stromal cell populations and reconstruct spatially defined cellular niches. Applying a newly developed spatial colocalization analysis pipeline, we uncover microanatomical structures, including endothelial-fibroblast interactions mediated by NOTCH signaling, and a CXCL9/CXCR3 signaling axis between inflammatory macrophages and CD8+ T cells, alongside the characterization of other resident macrophage subsets. We also detect and characterize tertiary lymphoid structures marked by CXCL13/CXCR5 and CCL19-mediated signaling from Tph cells and immunoregulatory DCs, analogous to those observed in other autoimmune diseases. Finally, comparative analysis with rheumatoid arthritis reveals JIA-enriched cell states, including NOTCH3+ and CXCL12+ sublining fibroblasts, suggesting potentially differential inflammatory programs in pediatric versus adult arthritis. These findings provide a spatially resolved molecular framework of JIA synovitis and introduce a generalizable computational pipeline for spatial colocalization analysis in tissue inflammation.

Authors

Jun Inamo, Roselyn Fierkens, Michael R. Clay, Anna Helena Jonsson, Clara Lin, Kari Hayes, Nathan Rogers, Heather Leach, Kentaro Yomogida

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Figure 6

Spatial neighborhood enrichment analysis framework characterizes niche of sublining fibroblasts and endothelial cells in JIA synovium.

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Spatial neighborhood enrichment analysis framework characterizes niche o...
(A) Spatial neighborhood enrichment using our data from samples of JIA synovium. Statistical significance is indicated as *Padj < 0.1 and **Padj < 0.05. The highlighted gray square indicates the niche of sublining fibroblasts and endothelial cells. P values were adjusted by the Benjamini-Hochberg method. (B) Characterization of the identified niche of sublining fibroblasts and endothelial cells. The heatmap displays the relationship between distances to nearest endothelial cells (purple bar above) and fibroblast gene expression. Rows represent fibroblast-associated genes, and columns represent individual cells. Fibroblast marker genes are labeled. (C) Line plots depicting binned distance to nearest endothelial cells (x axis) and normalized gene expression (y axis) of representative fibroblast genes. Statistical significance was assessed using Spearman correlation coefficients and P values. (D) Heatmap of gene expressions related to NOTCH signaling pathway components across different cell types. (E) Representative spatial coordinates of an identified niche of sublining fibroblasts and endothelial cells, matching pathological images. Cells are colored according to their cluster assignments. (F) Spatial expression patterns of fibroblast-related and NOTCH signaling-related genes within the identified niche location. Scale bar: 100 μm.

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