Abstract
Background
Biliary atresia (BA) is a severe pediatric biliary disorder characterized by the progressive obstruction of liver bile ducts. In the absence of treatment, fibrosis advances rapidly in most affected children. Despite the identification of various factors contributing to fibrosis progression, comprehensive investigations into the microenvironmental alterations within the liver are still scarce.
Methods
Single-cell RNA sequencing (scRNA-seq) was conducted on two normal tissues adjacent to liver tumors, two choledochal cyst liver tissues, and four BA liver tissues. This analysis, combined with spatial localization data, elucidated the heterogeneity of the livers affected by BA. Ultimately, a diagnostic model for BA was developed, leveraging high-resolution fibrosis-related gene signatures.
Results
We identified scar-associated macrophages (SAMs) originating from monocytes, which played a pivotal role in fibrosis progression and may be implicated in the epithelial-mesenchymal transition (EMT) of biliary epithelial cells (BECs). Furthermore, the hub genes CD96, EVL, S100A6, and S100A11 were found to be upregulated in SAMs and regulatory T cells (Tregs), aiding in the diagnosis of BA.
Conclusion
SAMs and BECs not only exhibited a pro-fibrotic phenotype but also co-localized within fibrotic regions. Their interaction may facilitate the activation of EMT, highlighting a potential therapeutic target for BA treatment.
Impact
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Analysis of the immune landscape: Through single-cell and spatial transcriptomic techniques, the paper reveals the complex immune landscape associated with BA fibrosis.
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Exploration of new therapeutic targets: This paper reveals that SAMs can promote the progression of liver fibrosis by regulating the EMT conversion of BECs, opening up a new therapeutic approach.
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Application of diagnostic markers: The paper identifies biomarkers that may improve early diagnostic accuracy and postoperative prognosis and recommends their incorporation into clinical practice.
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Data availability
The data used and analyzed during the current study are available from Gene Expression Omnibus (GEO) (https://www.ncbi.nlm.nih.gov/geo/).
References
Hartley, J. L., Davenport, M. & Kelly, D. A. Biliary atresia. Lancet 374, 1704–1713 (2009).
Lendahl, U., Lui, V. C. H., Chung, P. H. Y. & Tam, P. K. H. Biliary atresia—emerging diagnostic and therapy opportunities. EBioMedicine 74, 103689 (2021).
Shen, W. J., Chen, G., Wang, M. & Zheng, S. Liver fibrosis in biliary atresia. World J. Pediatr. 15, 117–123 (2019).
Wang, J. et al. Liver immune profiling reveals pathogenesis and therapeutics for biliary atresia. Cell 183, 1867–1883.e1826 (2020).
Ye, C. et al. Single-cell and spatial transcriptomics reveal the fibrosis-related immune landscape of biliary atresia. Clin. Transl. Med. 12, e1070 (2022).
He, L. et al. Biomarkers for the diagnosis and post-Kasai portoenterostomy prognosis of biliary atresia: a systematic review and meta-analysis. Sci. Rep. 11, 11692 (2021).
Schreiber, R. A., Harpavat, S., Hulscher, J. B. F. & Wildhaber, B. E. Biliary atresia in 2021: epidemiology, screening and public policy. J. Clin. Med. 11, https://doi.org/10.3390/jcm11040999 (2022).
Nomden, M., Beljaars, L., Verkade, H. J., Hulscher, J. B. F. & Olinga, P. Current concepts of biliary atresia and matrix metalloproteinase-7: a review of literature. Front. Med. 7, 617261 (2020).
Kong, F. et al. Progress in biomarkers related to biliary atresia. J. Clin. Transl. Hepatol. 12, 305–315 (2024).
Moyer, K. et al. Staging of biliary atresia at diagnosis by molecular profiling of the liver. Genome Med. 2, 33 (2010).
Bessho, K. et al. Gene expression signature for biliary atresia and a role for interleukin-8 in pathogenesis of experimental disease. Hepatology 60, 211–223 (2014).
Luo, Z., Shivakumar, P., Mourya, R., Gutta, S. & Bezerra, J. A. Gene expression signatures associated with survival times of pediatric patients with biliary atresia identify potential therapeutic agents. Gastroenterology 157, 1138–1152.e1114 (2019).
So, J. et al. Biliary-atresia-associated mannosidase-1-alpha-2 gene regulates biliary and ciliary morphogenesis and laterality. Front. Physiol. 11, 538701 (2020).
Taylor, S. A. et al. Transcriptional profiling of pediatric cholestatic livers identifies three distinct macrophage populations. PLoS ONE 16, e0244743 (2021).
Xiao, M. H. et al. Integrative single-cell and spatial transcriptomic analyses identify a pathogenic cholangiocyte niche and TNFRSF12A as therapeutic target for biliary atresia. Hepatology, https://doi.org/10.1097/hep.0000000000001064 (2024).
Hafemeister, C. & Satija, R. Normalization and variance stabilization of single-cell RNA-seq data using regularized negative binomial regression. Genome Biol. 20, 296 (2019).
McGinnis, C. S., Murrow, L. M. & Gartner, Z. J. DoubletFinder: doublet detection in single-cell RNA sequencing data using artificial nearest neighbors. Cell Syst. 8, 329–337.e324 (2019).
Butler, A., Hoffman, P., Smibert, P., Papalexi, E. & Satija, R. Integrating single-cell transcriptomic data across different conditions, technologies, and species. Nat. Biotechnol. 36, 411–420 (2018).
Becht, E. et al. Dimensionality reduction for visualizing single-cell data using UMAP. Nat. Biotechnol. https://doi.org/10.1038/nbt.4314 (2018).
Ghosh, D. Incorporating the empirical null hypothesis into the Benjamini-Hochberg procedure. Stat. Appl. Genet. Mol. Biol. 11, https://doi.org/10.1515/1544-6115.1735 (2012).
Hänzelmann, S., Castelo, R. & Guinney, J. GSVA: gene set variation analysis for microarray and RNA-seq data. BMC Bioinform. 14, 7 (2013).
Tirosh, I. et al. Dissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq. Science 352, 189–196 (2016).
Chen, W. et al. Matrisome gene-based subclassification of patients with liver fibrosis identifies clinical and molecular heterogeneities. Hepatology 78, 1118–1132 (2023).
Guillot, A. & Tacke, F. Liver macrophages: old dogmas and new insights. Hepatol. Commun. 3, 730–743 (2019).
Qiu, X. et al. Reversed graph embedding resolves complex single-cell trajectories. Nat. Methods 14, 979–982 (2017).
Jin, S. et al. Inference and analysis of cell-cell communication using CellChat. Nat. Commun. 12, 1088 (2021).
Liu, S. et al. Traditional Chinese medicine for bradyarrhythmia: evidence and potential mechanisms. Front. Pharm. 9, 324 (2018).
Sun, S., Zhu, J. & Zhou, X. Statistical analysis of spatial expression patterns for spatially resolved transcriptomic studies. Nat. Methods 17, 193–200 (2020).
Livingston, M. J. et al. Autophagy activates EGR1 via MAPK/ERK to induce FGF2 in renal tubular cells for fibroblast activation and fibrosis during maladaptive kidney repair. Autophagy 20, 1032–1053 (2024).
Ko, T. et al. Cardiac fibroblasts regulate the development of heart failure via Htra3-TGF-β-IGFBP7 axis. Nat. Commun. 13, 3275 (2022).
Li, W. et al. Single-cell RNA-seq of heart reveals intercellular communication drivers of myocardial fibrosis in diabetic cardiomyopathy. Elife 12, https://doi.org/10.7554/eLife.80479 (2023).
Li, W. & Cheng, B. Knockdown of LncRNA NEAT1 inhibits myofibroblast activity in oral submucous fibrosis through miR-760/TPM1 axis. J. Dent. Sci. 17, 707–717 (2022).
Ramachandran, P. et al. Resolving the fibrotic niche of human liver cirrhosis at single-cell level. Nature 575, 512–518 (2019).
Zhang, M., Srivastava, G. & Lu, L. The pre-B cell receptor and its function during B cell development. Cell Mol. Immunol. 1, 89–94 (2004).
Wang, Q., Wang, F., Li, X., Ma, Z. & Jiang, D. Quercetin inhibits the amphiregulin/EGFR signaling-mediated renal tubular epithelial-mesenchymal transition and renal fibrosis in obstructive nephropathy. Phytother. Res. 37, 111–123 (2023).
Yang, Y. et al. LINC01133 promotes pancreatic ductal adenocarcinoma epithelial-mesenchymal transition mediated by SPP1 through binding to Arp3. Cell Death Dis. 15, 492 (2024).
Ji, J. et al. Increased expression of OPN contributes to idiopathic pulmonary fibrosis and indicates a poor prognosis. J. Transl. Med. 21, 640 (2023).
Fu, M. et al. Down-regulation of STAT3 enhanced chemokine expression and neutrophil recruitment in biliary atresia. Clin. Sci. 135, 865–884 (2021).
Harada, K., Sato, Y., Isse, K., Ikeda, H. & Nakanuma, Y. Induction of innate immune response and absence of subsequent tolerance to dsRNA in biliary epithelial cells relate to the pathogenesis of biliary atresia. Liver Int. 28, 614–621 (2008).
Harada, K. et al. Innate immune response to double-stranded RNA in biliary epithelial cells is associated with the pathogenesis of biliary atresia. Hepatology 46, 1146–1154 (2007).
Lim, Y. Z. et al. Pkd1l1-deficiency drives biliary atresia through ciliary dysfunction in biliary epithelial cells. J. Hepatol. 81, 62–75 (2024).
Glessner, J. T. et al. Biliary atresia is associated with polygenic susceptibility in ciliogenesis and planar polarity effector genes. J. Hepatol. 79, 1385–1395 (2023).
Omenetti, A. et al. Hedgehog activity, epithelial-mesenchymal transitions, and biliary dysmorphogenesis in biliary atresia. Hepatology 53, 1246–1258 (2011).
Zheng, Q. et al. Potential therapeutic target of EGF on bile duct ligation model and biliary atresia children. Pediatr. Res. 94, 1297–1307 (2023).
Rayego-Mateos, S. et al. Role of epidermal growth factor receptor (EGFR) and its ligands in kidney inflammation and damage. Mediat. Inflamm. 2018, 8739473 (2018).
Frank, J. W., Seo, H., Burghardt, R. C., Bayless, K. J. & Johnson, G. A. ITGAV (alpha v integrins) bind SPP1 (osteopontin) to support trophoblast cell adhesion. Reproduction 153, 695–706 (2017).
Erikson, D. W., Burghardt, R. C., Bayless, K. J. & Johnson, G. A. Secreted phosphoprotein 1 (SPP1, osteopontin) binds to integrin alpha v beta 6 on porcine trophectoderm cells and integrin alpha v beta 3 on uterine luminal epithelial cells, and promotes trophectoderm cell adhesion and migration. Biol. Reprod. 81, 814–825 (2009).
Yi, X. et al. SPP1 facilitates cell migration and invasion by targeting COL11A1 in lung adenocarcinoma. Cancer Cell Int. 22, 324 (2022).
Xu, C. et al. SPP1, analyzed by bioinformatics methods, promotes the metastasis in colorectal cancer by activating EMT pathway. Biomed. Pharmacother. 91, 1167–1177 (2017).
Li, M., Yuan, Z. & Tang, Z. Areca nut-induced AREG promote oral epithelial cell proliferation, migration, and EMT. Oral Dis. https://doi.org/10.1111/odi.15065 (2024).
Schinke, H. et al. A transcriptomic map of EGFR-induced epithelial-to-mesenchymal transition identifies prognostic and therapeutic targets for head and neck cancer. Mol. Cancer 21, 178 (2022).
Tian, X. et al. Conditional depletion of macrophages ameliorates cholestatic liver injury and fibrosis via lncRNA-H19. Cell Death Dis. 12, 646 (2021).
Li, J. et al. Th2 signals induce epithelial injury in mice and are compatible with the biliary atresia phenotype. J. Clin. Investig. 121, 4244–4256 (2011).
Fabre, T. et al. Identification of a broadly fibrogenic macrophage subset induced by type 3 inflammation. Sci. Immunol. 8, eadd8945 (2023).
Lages, C. S., Simmons, J., Chougnet, C. A. & Miethke, A. G. Regulatory T cells control the CD8 adaptive immune response at the time of ductal obstruction in experimental biliary atresia. Hepatology 56, 219–227 (2012).
Brindley, S. M. et al. Cytomegalovirus-specific T-cell reactivity in biliary atresia at the time of diagnosis is associated with deficits in regulatory T cells. Hepatology 55, 1130–1138 (2012).
Taylor, A. E. et al. Interleukin 2 promotes hepatic regulatory T cell responses and protects from biliary fibrosis in murine sclerosing cholangitis. Hepatology 68, 1905–1921 (2018).
Georgiev, H., Ravens, I., Papadogianni, G. & Bernhardt, G. Coming of age: CD96 emerges as modulator of immune responses. Front. Immunol. 9, 1072 (2018).
Blake, S. J., Dougall, W. C., Miles, J. J., Teng, M. W. & Smyth, M. J. Molecular pathways: targeting CD96 and TIGIT for cancer immunotherapy. Clin. Cancer Res. 22, 5183–5188 (2016).
Feng, S., Isayev, O., Werner, J. & Bazhin, A. V. CD96 as a Potential immune regulator in cancers. Int. J. Mol. Sci. 24, https://doi.org/10.3390/ijms24021303 (2023).
Gong, J. et al. Establishment of an enzyme-linked immunosorbent assay system for determining soluble CD96 and its application in the measurement of sCD96 in patients with viral hepatitis B and hepatic cirrhosis. Clin. Exp. Immunol. 155, 207–215 (2009).
Damiano-Guercio, J. et al. Loss of Ena/VASP interferes with lamellipodium architecture, motility and integrin-dependent adhesion. Elife 9, https://doi.org/10.7554/eLife.55351 (2020).
Donhauser, N. et al. Transfer of HTLV-1 p8 and Gag to target T-cells depends on VASP, a novel interaction partner of p8. PLoS Pathog. 16, e1008879 (2020).
Xia, P. et al. Therapeutic effects of recombinant human S100A6 and soluble receptor for advanced glycation end products(sRAGE) on CCl(4)-induced liver fibrosis in mice. Eur. J. Pharm. 833, 86–93 (2018).
Krenkel, O., Hundertmark, J., Ritz, T. P., Weiskirchen, R. & Tacke, F. Single cell RNA sequencing identifies subsets of hepatic stellate cells and myofibroblasts in liver fibrosis. Cells 8, https://doi.org/10.3390/cells8050503 (2019).
Dong, X. H. et al. S100 calcium binding protein A6 and associated long noncoding ribonucleic acids as biomarkers in the diagnosis and staging of primary biliary cholangitis. World J. Gastroenterol. 27, 1973–1992 (2021).
Sobolewski, C. et al. S100A11/ANXA2 belongs to a tumour suppressor/oncogene network deregulated early with steatosis and involved in inflammation and hepatocellular carcinoma development. Gut 69, 1841–1854 (2020).
Zhu, T. et al. The S100 calcium binding protein A11 promotes liver fibrogenesis by targeting TGF-β signaling. J. Genet Genom. 49, 338–349 (2022).
Landi, C. et al. Bronchoalveolar lavage proteomic analysis in pulmonary fibrosis associated with systemic sclerosis: S100A6 and 14-3-3ε as potential biomarkers. Rheumatology 58, 165–178 (2019).
Lin, C. H. et al. S100A6 participates in initiation of autoimmune encephalitis and is under epigenetic control. Brain Behav. 13, e2897 (2023).
Yang, F. et al. S100A6 Regulates nucleus pulposus cell apoptosis via Wnt/β-catenin signaling pathway: an in vitro and in vivo study. Mol. Med. 30, 87 (2024).
Liu, C. et al. S100A11 regulates nasal epithelial cell remodeling and inflammation in CRSwNPs via the RAGE-mediated AMPK-STAT3 pathway. Mol. Immunol. 140, 35–46 (2021).
Navrátilová, A. et al. S100A11 (calgizzarin) is released via NETosis in rheumatoid arthritis (RA) and stimulates IL-6 and TNF secretion by neutrophils. Sci. Rep. 11, 6063 (2021).
Bin, L. et al. Inhibition of S100A11 gene expression impairs keratinocyte response against vaccinia virus through downregulation of the IL-10 receptor 2 chain. J. Allergy Clin. Immunol. 124, 270–277.e271 (2009).
Funding
This study was supported by grants from Tianshan Talent Training Program (Grant No. 2023TSYCJC0052), Tianjin Municipal Science& Technology Planning Project (Grant No. 21ZXGWSY00070), and Tianjin Applied Basic Research Project Planning Project (Grant No. 22JCZDJC00290).
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X.L. and T.F.L. designed the study and analyzed the data. T.F.L., S.W.L., L.G., S.J.Z., and Y.Q.C. collected the data. T.F.L., Q.H.Y., Y.M., J.Y.L., and J.M. drafted and revised the manuscript. T.F.L., Y.L.Z., and A.A. revised the images. T.F.L. and J.H.Z. revised the manuscript. All authors contributed to the article and approved the submitted version.
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The study was approved by the Ethics Committee of Tianjin Children’s Hospital (2022-SYYJCYJ-008) and informed consent was obtained from the legal guardian of each patient.
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Li, X., Li, T., Liu, S. et al. Scar-associated macrophages and biliary epithelial cells interaction exacerbates hepatic fibrosis in biliary atresia. Pediatr Res (2025). https://doi.org/10.1038/s41390-025-04100-2
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DOI: https://doi.org/10.1038/s41390-025-04100-2