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Macrophage signaling associates with fibrogenic program activation in periductal fibroblasts in pediatric primary sclerosing cholangitis
Yunguan Wang, David Adeleke, Xiangfei Xie, Zi F. Yang, Xiangya Wang, Giulia Loi, Annika Yang vom Hofe, Manavi Singh, Astha Malik, Ramesh Kudira, Cyd Castro-Rojas, Liva Pfuhler, Mosab Alquraish, Pamela Sylvestre, Jonathan R. Dillman, Andrew T. Trout, Emily R. Miraldi, Alexander G. Miethke
Yunguan Wang, David Adeleke, Xiangfei Xie, Zi F. Yang, Xiangya Wang, Giulia Loi, Annika Yang vom Hofe, Manavi Singh, Astha Malik, Ramesh Kudira, Cyd Castro-Rojas, Liva Pfuhler, Mosab Alquraish, Pamela Sylvestre, Jonathan R. Dillman, Andrew T. Trout, Emily R. Miraldi, Alexander G. Miethke
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Research Article Gastroenterology

Macrophage signaling associates with fibrogenic program activation in periductal fibroblasts in pediatric primary sclerosing cholangitis

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Abstract

Primary sclerosing cholangitis (PSC) is a chronic, idiopathic cholestatic liver disease characterized by inflammation and fibrosis of the bile ducts, yet the cellular crosstalk driving periductal fibrosis remains poorly defined. This study applied a multiomics approach integrating spatial transcriptomics, RNA-Seq, and proteomics to characterize fibrotic periductal regions and their cell-cell communications. Macrophage subsets, including monocyte-derived macrophages and lipid-associated macrophage–like cells, colocalized with cholangiocytes, lymphocytes, and hepatic stellate cells (HSCs). Cell niche analysis identified periductal regions with elevated fibrotic signals, where cell-cell communication analysis revealed potential macrophage-HSC interactions involving 17 fibrotic driver genes in macrophages, including ITGB2, GRN, and CCL21, and 6 fibrotic effector genes in HSCs. In validation analyses, bulk RNA-Seq data showed higher driver and effector gene expression in PSC with established fibrosis compared with early-stage PSC or healthy controls. Plasma proteins encoded by macrophage driver genes were elevated in PSC and in patients with elevated (≥3.29 kPa) liver stiffness on MR elastography. Immunofluorescence and second harmonic generation imaging showed enrichment of CD68+/CD18+(ITGB2) macrophages in fibrotic regions of PSC liver biopsies. These findings revealed enrichment of monocyte-derived macrophages and lipid-associated macrophage–like cells in fibrotic regions and suggest that they likely contribute to fibrotic activation of nearby HSCs in PSC.

Authors

Yunguan Wang, David Adeleke, Xiangfei Xie, Zi F. Yang, Xiangya Wang, Giulia Loi, Annika Yang vom Hofe, Manavi Singh, Astha Malik, Ramesh Kudira, Cyd Castro-Rojas, Liva Pfuhler, Mosab Alquraish, Pamela Sylvestre, Jonathan R. Dillman, Andrew T. Trout, Emily R. Miraldi, Alexander G. Miethke

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Figure 4

Neighborhood analysis of PSC fibrotic cell niches.

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Neighborhood analysis of PSC fibrotic cell niches.
(A) A region with oni...
(A) A region with onion skin fibrosis on a consecutive slice from the same tissue used in scSRT profiling. (B) A reconstructed image focusing on a region with onion skin fibrosis using scSRT data. Polygons in the image represent segmented cell masks and are colored based on cell types. (C) Heatmap showing neighborhood enrichment scores (NES) between each evaluated neighboring cell type (columns) in the proximity of the reference cell type (rows). Each cell in the heatmap is colored based on the log2(NES) value. (D) Reconstructed image showing the location of each cell in the scSRT data. Cells are shown as dots on the image and colored based on their niche identity. (E) Stacked bar plot showing the fraction of each cell type among all cells in the fibrotic and nonfibrotic niches. (F) Top 5 DEGs for the fibrotic and nonfibrotic niches. Differential analysis was performed using Wilcoxon’s rank-sum test with FDR-adjusted P value cutoff at 0.05. DEGs were ranked using log fold-changes. (G) Reconstructed image of cells in scSRT data showing the location of periductal regions. (H) PCA plot calculated from the pseudo-bulk–level expression profiles from periductal regions. Pseudo-bulks are colored based on HSC1 fraction. (I) Boxplot showing the enrichment of cell types in the high-fibrosis regions compared with the low-fibrosis regions. Significance obtained from Student’s t test across the 2 groups. *P < 0.05, **P < 0.01, ***P < 0.001. (J) Violin plot of genes upregulated in the high-fibrosis periductal regions. Differential analysis was performed in each cell type using Wilcoxon’s rank-sum test. DEGs were filtered based on FDR-adjusted P value cutoff at 0.05 and minimum log fold-change of 0.6. Quartiles are shown inside each violin.

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