Spatial single-cell interactome and niche-specific molecular signatures in alcohol-related liver disease
Oleksandr PetrenkoiD, Thomas SorziD, Martin BilbaniD, Sophia V. DerdakiD, Lukas Van MelkebekeiD, Wenxin HuangiD, Jef VerbeekiD, Van der MerweiD, Benedikt HoferiD, Benedikt SimbrunneriD, Thomas ReibergeriD, Tim HendrikxiD
Abstract
Alcohol-related liver disease (ALD) remains a major global health burden with limited therapeutic options due to an incomplete understanding of its underlying molecular mechanisms and cellular crosstalk. Here, we applied ultra-high resolution (on 2 {micro}m spots) spatial transcriptomics to a cirrhotic liver tissue obtained from an end-stage ALD patient, analyzing >265,000 spatially resolved cells with further validation on single-cell and single-nuclei datasets from patients with ALD cirrhosis. Our analysis delineated distinct cellular sub-populations and molecular landscapes across fibrotic, vascular, and parenchymal niches of ALD cirrhosis. We identified robust zonation of hepatocytes, hepatic stellate cells, and diverse immune subpopulations, including enrichment of pro-inflammatory T cells and dendritic cells in the fibrotic niche and MARCO+ tissue-resident macrophages localizing mostly in parenchymal areas. Analysis of spatial metrics assigned expression of WNT4, RCAN3, PPIAL4G, PLA2G5, and SLC6A9 to the fibrotic environment in ALD. Differential expression and ligand-receptor interactome analyses revealed niche-specific signaling, with marked CCL19-CCR7 activity in fibrotic regions and DLL4-NOTCH3 crosstalk in vascular compartments. Notably, WNT4+ fibroblasts emerged as key mediators of extracellular matrix remodeling and chemoattraction, particularly via CCL19-mediated signaling towards CD8+ T cells, which was validated on single-cell resolution within the ALD cirrhotic liver in external datasets. These spatial and single-cell findings highlight novel potential therapeutic targets for patients with ALD cirrhosis.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Spatial transcriptomics of healthy and fibrotic human liver at single-cell resolution
Brianna R. Watson, Biplab Paul, … Alan C. Mullen·Nature CommunicationsPeer-reviewed·Jan 2, 2025
- A spatial map of human liver cirrhosis reveals the patho-architecture and gene signatures associated with cell state transitions during liver disease
Nigel L. Hammond, Syed Murtuza Baker, … Karen Piper Hanley·bioRxiv·Jun 28, 2023
- Resolving the fibrotic niche of human liver cirrhosis using single-cell transcriptomics
P. Ramachandran, R. Dobie, … N. C. Henderson·NaturePeer-reviewed·Oct 9, 2019
- Spatial landscape of pretransplant liver disease and post-transplant immune outcomes in children
Chris Kang, Mylarappa Ningappa, … Rakesh K. Sindhi·bioRxiv·Oct 2, 2026
- A single-cell transcriptomic atlas characterizes liver non-parenchymal cells in healthy and diseased mice
Zheng Wang, Jingyang Qian, … Xiaohui Fan·bioRxiv·Jul 6, 2021
- Single-cell transcriptomics reveals zone-specific alterations of liver sinusoidal endothelial cells in cirrhosis
T. Su, Y. Yang, … Y. Iwakiri·bioRxiv·Mar 18, 2020