Multidisciplinary
Cellular Senescence and Immune Dysregulation in Acute-on-Chronic Liver Failure: A Case Report Integrating Single-Cell and Spatial Transcriptomic Profiling
IJMRB |
Published: September 6, 2026 |
Vol. 5
Issue 5 |
ISSN: 3108-1428
Hao Sun1✉,
Gaoyang Guo2,
Liangyu Li2,
Jinze Yu3,
Wei Wang4,
Bing Liu5,
Yuquan Li6,
Keyang Xu7
1 College of Animal Sciences, (ZJU-Xinchang Joint Innovation Centre (TianMu Laboratory)),Zhejiang University,China;Wolfson Institute for Biomedical Research, Division of Medicine,University College London,London, United Kingdom.
2 Faculty of Information Science and Technology (FTSM), University Kebangsaan Malaysia (UKM).
3 Computer Science and Communication Engineering, Global Center for Science and Engineering, Faculty of Science, Waseda University, Tokyo, Japan.
4 Center for Precision Health, School of Medical and Health Science, Edith Cowan University
5 College of Animal Sciences, Zhejiang University, Hangzhou, China.
6 College of Computer Science and Technology, Guizhou University, Guizhou, China.
7 Faculty of Chinese Medicine, State Key Laboratory of Mechanism and Quality of Chinese Medicine, Macau University of Science and Technology, Macau, China.
Abstract
Background: Acute-on-chronic liver failure (ACLF) is a clinical syndrome characterized by acute decompensation of cirrhosis, systemic inflammation, and high short-term mortality (1). The underlying mechanisms involve a complex interplay between cellular senescence, immune dysregulation, and multi-organ failure, yet the spatiotemporal dynamics within the liver tissue remain poorly understood (2).
Case presentation: We report a 58-year-old male with chronic hepatitis B-related cirrhosis who presented with acute jaundice, ascites, hepatic encephalopathy, and coagulopathy. He met the CLIF-C criteria for ACLF grade 2 (13). Liver biopsy and peripheral blood samples were obtained within 48 hours of admission. We performed single-cell RNA sequencing (scRNA-seq) on 87,046 intrahepatic cells, spatial transcriptomics (10x Visium) on liver tissue sections, and integrated these with clinical and laboratory parameters.
Methods and Results: scRNA-seq identified 17 distinct cell clusters, including a prominent population of senescent hepatocytes (p16⁺, p21⁺, γH2AX⁺) localized to fibrotic septa (14, 15). Spatial transcriptomics revealed a sharp senescence score gradient from fibrotic niches (score >0.8) to normal zones (score <0.2) (9, 10). The immune landscape was dominated by CXCR2⁺ neutrophils, CD163⁺ monocytes, and exhausted CD8⁺ T cells (PD-1⁺TIM-3⁺LAG3⁺, 65.3% of total CD8⁺) (17, 41). NicheNet and CellChat analyses identified CCL2-CCR2 and CXCL8-CXCR1/2 as the strongest communication axes between senescent hepatocytes and myeloid cells (3, 11). TREM2⁺ Kupffer cells emerged as a novel maladaptive population restricted to fibrotic areas (47). Trajectory analysis showed a directional progression from normal hepatocytes through an intermediate state to fully senescent cells, with concomitant upregulation of SASP factors (IL-6, IL-1β, TNF-α, TGF-β1) (4,5). Correlation matrix demonstrated strong positive correlations between senescence markers and MELD score (r=0.88, p<0.001) and INR (r=0.85, p<0.001) (36).
Discussion: This integrative case reveals that fibrotic niches act as pathological hotspots where senescent hepatocytes orchestrate intrahepatic inflammation via SASP-mediated recruitment of dysfunctional myeloid cells, while adaptive immunity succumbs to exhaustion (6, 7). The identification of TREM2⁺ macrophages and the dominant chemokine axes provides novel mechanistic insights and therapeutic targets, including senolytics, CXCR2 antagonists, and checkpoint modulators (48, 49, 50).
Conclusion: Spatially organized senescence–immune crosstalk drives ACLF pathogenesis. Multi-omics profiling of individual cases can uncover disease mechanisms and guide precision medicine approaches (55).
Keywords: Acute-on-chronic liver failure, cellular senescence, single-cell RNA sequencing, spatial transcriptomics, immune exhaustion, senescent-associated secretory phenotype.
References
- Moreau R, Jalan R, Gines P, et al. Acute-on-chronic liver failure is a distinct syndrome that develops in patients with acute decompensation of cirrhosis. Gastroenterology. 2013;144(7):1426-1437.
- Clària J, Stauber RE, Coenraad MJ, et al. Systemic inflammation in decompensated cirrhosis: Characterization and role in acute-on-chronic liver failure. Hepatology. 2016;64(4):1249-1264.
- MacParland SA, Liu JC, Ma XZ, et al. Single cell RNA sequencing of human liver reveals distinct intrahepatic macrophage populations. Nat Commun. 2018;9(1):483.
- Ogrodnik M, Miwa S, Tchkonia T, et al. Cellular senescence drives age-dependent hepatic steatosis. Nat Commun. 2017;8:15691.
- Coppé JP, Patil CK, Rodier F, et al. Senescence-associated secretory phenotypes reveal cell-nonautonomous functions of oncogenic RAS and the p53 tumor suppressor. PLoS Biol. 2008;6(12):2853-2868.
- Engelmann C, Sheikh M, Sharma S, et al. Toll-like receptor 4 is a therapeutic target for prevention and treatment of liver failure. J Hepatol. 2020;73(1):102-112.
- Wasmuth HE, Kunz D, Yagmur E, et al. Patients with acute on chronic liver failure display "sepsis-like" immune paralysis. J Hepatol. 2005;42(2):195-201.
- Yao J, Ji Y, Liu T, et al. Single-Cell RNA Sequencing Shows T-Cell Exhaustion Landscape in the Peripheral Blood of Patients with Hepatitis B Virus-Associated Acute-on-Chronic Liver Failure. Gut Liver. 2024;18(3):520-530.
- Ramachandran P, Dobie R, Wilson-Kanamori JR, et al. Resolving the fibrotic niche of human liver cirrhosis at single-cell level. Nature. 2019;575(7783):512-518.
- Chung BK, et al. Spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis. Hepatol Commun. 2022;6(9):2538-2550.
- Andrews TS, Nakib D, Perciani CT, et al. Single-cell, single-nucleus, and spatial transcriptomics characterization of the immunological landscape in the healthy and PSC human liver. J Hepatol. 2024;80(5):730-743.
- Liang X, Zhou Q, Luo J, et al. Longitudinal single-cell transcriptomics analyses reveal distinct peripheral immune characteristics linked to ACLF progression. J Hepatol. 2025;82(Suppl 1):S1-S940.
- Jalan R, Saliba F, Pavesi M, et al. Development and validation of the CLIF-C ACLF score to predict mortality in patients with acute-on-chronic liver failure. Gut. 2014;63(5):818-826.
- Aizarani N, Saviano A, Sagar, et al. A human liver cell atlas reveals heterogeneity and epithelial progenitors. Nature. 2019;572(7768):199-204.
- Hernandez-Segura A, Nehme J, Demaria M. Hallmarks of Cellular Senescence. Trends Cell Biol. 2018;28(6):436-453.
- Denk H, Abuja PM, Zatloukal K. Mallory-Denk bodies and hepatocellular senescence: a causal relationship? Histochem Cell Biol. 2024;161(4):1-12.
- Kurachi M. CD8+ T cell exhaustion. Semin Immunopathol. 2019;41(3):327-337.
- Feio-Azevedo R, Boesch M, Radenkovic S, et al. Distinct immunometabolic signatures in circulating immune cells define disease outcome in acute-on-chronic liver failure. Hepatology. 2024;79(5):1124-1138.
- Li T, Yang Y, Song H, et al. Knockdown of CXCL1 improves ACLF by reducing neutrophil recruitment to attenuate ROS production and hepatocyte apoptosis. Hepatol Commun. 2023;7(10):e0257.
- Maheshwari D, Kumar D, Jagdish RK, et al. Bioenergetic Failure Drives Functional Exhaustion of Monocytes in Acute-on-Chronic Liver Failure. Front Immunol. 2022;13:856587.
- Zaccherini G, Weiss E, Moreau R. Acute-on-chronic liver failure: Definitions, pathophysiology and principles of treatment. JHEP Rep. 2021;3(1):100176.
- Qiang R, Liu XZ, Xu JC. The Immune Pathogenesis of Acute-On-Chronic Liver Failure and the Danger Hypothesis. Front Immunol. 2022;13:935160.
- Yao J, Liu T, Zhao Q, et al. Genetic landscape and immune mechanism of monocytes associated with the progression of acute-on-chronic liver failure. Hepatol Int. 2023;17(3):676-688.
- Kou X, et al. The Mechanisms of Systemic Inflammatory and Immunosuppressive Acute-on-Chronic Liver Failure and Application Prospect of Single-Cell Sequencing. J Immunol Res. 2022;2022:5091275.
- Trebicka J, Bork P, Krag A, Arumugam M. Utilizing the gut microbiome in decompensated cirrhosis and acute-on-chronic liver failure. Nat Rev Gastroenterol Hepatol. 2021;18(3):167-180.
- Ju C, Wen Y. New insights into liver injury and regeneration from single-cell transcriptomics. eGastroenterology. 2025;3(3):e100202.
- Borlak J, Spanel R. Diclofenac Immune-Mediated Hepatitis: Identification of Innate and Adaptive Immune Responses at Clinically Relevant Doses. Int J Mol Sci. 2025;26(12):5899.
- Schaap FG, Trauner M, Jansen PLM. Gut-liver axis: barriers and functional circuits. Nat Rev Gastroenterol Hepatol. 2023;20(8):487-503.
- Redefining senescence through hepatocyte fate changes in liver diseases. J Hepatol. 2025;83(3):602-615.
- Navigating the complex role of senescence in liver disease. Chin Med J (Engl). 2025;138(10):e0003439.
- The Gastrointestinal Barrier—Mechanisms of Barrier Dysfunction in Liver Cirrhosis and Spontaneous Bacterial Peritonitis. Biomedicines. 2026;14(5):1084.
- ACLF: A Tipping Point in Chronic Liver Disease. AASLD Liver Fellow Network. 2025.
- Pathological expansion of gut microbiome-associated Enterococcus in advanced cirrhosis corresponds with multilevel perturbations of the gut-liver-immune axis. medRxiv. 2025.
- Role of Gram-Negative Bacterial Infections in Acute-On-Chronic Liver Failure. Liver Int. 2024.
- Huang Y, et al. Role of Immune Dysfunction in Acute-on-Chronic Liver Failure: From Pathogenesis to Clinical Prognosis. Discov Med. 2021;31(168):21-30.
- Li X, et al. Longitudinal single-cell multiomics analysis of peripheral immune cells in HBV-related ACLF. Gut. 2025;75(2):367-382.
- Tchkonia T, Zhu Y, van Deursen J, et al. Cellular senescence and the senescent secretory phenotype: therapeutic opportunities. J Clin Invest. 2013;123(3):966-972.
- Ogrodnik M, Evans SA, Fielder E, et al. Whole-body senescent cell clearance alleviates age-related brain inflammation and cognitive impairment in mice. Aging Cell. 2021;20(2):e13296.
- Y. Tian, X. Tang, and Y. Shen, “Microbial Metabolites Bridge Environmental Stress and Male Infertility Through a Gut–Immune Axis,” Medicine Bulletin (2026): 1–3, https://doi.org/10.1002/mdb2.70051.
- Clària J, Arroyo V, Moreau R. Roles of systemic inflammatory and metabolic responses in the pathophysiology of acute-on-chronic liver failure. JHEP Rep. 2023;5(9):100807.
- Liang X, et al. Longitudinal single-cell transcriptomics analyses reveal distinct peripheral immune characteristics linked to ACLF progression. EASL 2024 Abstract.
- Immunological Mechanisms and Effects of Bacterial Infections in Acute-on-Chronic Liver Failure. Cells. 2025;14(10):718.
- Kurachi M. PD-1 immunoinhibitory receptor expression on tumor-infiltrating CD8+ T cells. Cancer Sci. 2020;111(6):1865-1872.
- Systemic Inflammation and Acute-on-Chronic Liver Failure: Too Much, Not Enough. Can J Gastroenterol Hepatol. 2018;2018:1027152.
- Sagiv A, Krizhanovsky V. Immunosurveillance of senescent cells: the bright side of the senescence program. Biogerontology. 2013;14(6):633-641.
- Yashaswini C, et al. Senescent hepatic stellate cells promote liver regeneration through IL-6 and ligands of CXCR2. Hepatology. 2022;76(4):1054-1068.
- Bonnardel J, T'Jonck W, Gaublomme D, et al. Stellate cells, hepatocytes, and endothelial cells imprint the Kupffer cell identity on monocytes colonizing the liver macrophage niche. Immunity. 2019;51(4):638-654.
- Zhu H, Sun H, Dai J, et al. Chitosan-based hydrogels in cancer therapy: Drug and gene delivery, stimuli-responsive carriers, phototherapy and immunotherapy. Int J Biol Macromol. 2024;282:137047.
- Targeting Senescent Cells to Treat MASLD Effectively. EMJ Reviews. 2025.
- Shah A, Sun H, Qiao Z, et al. Synthesis of Iron Oxide Nanoparticles and its Antimicrobial, Anticancer, Anti-inflammatory, Wound Healing, and Immunomodulatory Activities - A Review. Phytopharmacology Res J. 2025;3(3):1-28.
- Weiss E, de la Grange P, Defaye M, et al. Characterization of Blood Immune Cells in Patients With Decompensated Cirrhosis Including ACLF. Front Immunol. 2021;12:608040.
- Deng Z, Xiang Z, Zhu S, et al. Switching cathodic/anodic electrochemiluminescence of Ru(bpy)3 2+ precisely via homogeneous nickel nanoparticles crystal facets sites modulated ORR/OER. Exploration. 2025;5(5):20250036.
- Kashif M, Jawad M, Khan AA, et al. Fe/Ti-codoped strontium oxide nanoparticles for enhanced photocatalytic degradation of methyl orange. J Appl Res Water Wastewater. 2024;11(1):8-14.
- Song, S., Liu, Z., Wang, Y., & Gong, B. (2025). Human organoids and their application in tumor models, disease modeling, and tissue engineering. Medicine Bulletin, 1(1), 17–36. https://doi.org/10.1002/mdb2.70001
- Sun H, Qiao Z, Yu J, et al. Pharmacogenomics-driven precision pharmacy: Mechanisms, challenges, and translational advances. Braz J Sci. 2026;6(1):133-154.
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