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ResearchIn-Press PreviewGastroenterology Open Access | 10.1172/jci.insight.199226

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

Yunguan Wang,1 David Adeleke,1 Xiangfei Xie,1 Zi F. Yang,2 Xiangya Wang,3 Giulia Loi,4 Annika Yang vom Hofe,1 Manavi Singh,1 Astha Malik,1 Ramesh Kudira,1 Cyd Castro-Rojas,1 Liva Pfuhler,1 Mosab Alquraish,1 Pamela Sylvestre,5 Jonathan R. Dillman,6 Andrew T. Trout,6 Emily R. Miraldi,7 and Alexander G. Miethke1

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Wang, Y. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Adeleke, D. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Xie, X. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Yang, Z. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Wang, X. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Loi, G. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Yang vom Hofe, A. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Singh, M. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Malik, A. in: PubMed | Google Scholar |

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Kudira, R. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Castro-Rojas, C. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Pfuhler, L. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Alquraish, M. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Sylvestre, P. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Dillman, J. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Trout, A. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Miraldi, E. in: PubMed | Google Scholar

1Division of Pediatric Gastroenterology, Hepatology and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

2Divisions of Immunobiology and Biomedical Information, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

3Department of Mathematical Sciences, University of Cincinnati, Cincinnati, United States of America

4Biomedical Informatics Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

5Division of Pathology and Laboratory Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

6Department of Radiology, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, United States of America

7Divisions of Immunobiology and Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, United States of America

Find articles by Miethke, A. in: PubMed | Google Scholar

Published April 23, 2026 - More info

JCI Insight. https://doi.org/10.1172/jci.insight.199226.
Copyright © 2026, Wang et al. This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
Published April 23, 2026 - Version history
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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 multi-omics approach integrating spatial transcriptomics, RNA-seq, and proteomics to characterize fibrotic periductal regions and their cell–cell communications. Macrophages (MP) subsets, including monocyte-drived-(Mo)MP and lipid-associated-macrophage (LAM)-like, co-localized with cholangiocytes, lymphocytes, and hepatic stellate cells (HSC1). Cell niche analysis identified periductal regions with elevated fibrotic signals, where cell–cell communication analysis revealed potential MP–HSC interactions involving 17 fibrotic driver genes in MP, including ITGB2, GRN, and CCL21, and 6 fibrotic effector genes in HSC. In validation analyses, bulk RNA-seq data showed higher driver and effector gene expression in PSC with established fibrosis compared to early-stage PSC or healthy control (HC). Plasma proteins encoded by MP driver genes were elevated in PSC and in patients with elevated (≥3.29 kPa) liver stiffness on MR elastography. Furthermore, immunofluorescence and SHG imaging showed enrichment of CD68+/CD18+(ITGB2) macrophages in fibrotic regions of PSC liver biopsies. These findings revealed enrichment of MoMP and LAM-like macrophages in fibrotic regions and suggest that they likely contribute to fibrotic activation of nearby HSCs in PSC.

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