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Journal of Hepatology

Elsevier BV

Preprints posted in the last 90 days, ranked by how well they match Journal of Hepatology's content profile, based on 18 papers previously published here. The average preprint has a 0.02% match score for this journal, so anything above that is already an above-average fit.

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Clonal Hematopoiesis and the Development and Progression of Metabolic Dysfunction-Associated Steatotic Liver Disease

Xie, R.; Schöttker, B.

2026-04-17 epidemiology 10.64898/2026.04.13.26350754 medRxiv
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Background & AimsClonal hematopoiesis of indeterminate potential (CHIP) has been linked to chronic liver disease progression, yet its role across the full spectrum of metabolic dysfunction-associated steatotic liver disease (MASLD), from its initial development to end-stage complications, remains unclear. We aimed to comprehensively investigate the association of CHIP and its major subtypes with both the incidence and progression of MASLD. MethodsWe conducted a prospective cohort study of 353,218 UK Biobank participants, stratified into a healthy cohort free of MASLD at baseline (Cohort 1; n=230,270) and a prevalent MASLD cohort (Cohort 2; n=122,948). CHIP was ascertained from whole-exome sequencing data. We used multivariable Cox regression, competing risk models, and mediation analyses to assess the associations of CHIP (overall, by driver gene, and by clone size) with incident MASLD, cirrhosis, hepatocellular carcinoma (HCC), and liver-related death. ResultsIn Cohort 1, CHIP was associated with an increased risk of incident MASLD (HR 1.25, 95% CI 1.08-1.44) and cirrhosis (HR 1.57, 95% CI 1.10-2.25). These associations were driven by non-DNMT3A mutations, particularly TET2, and showed a linear dose-response relationship with clone size. In Cohort 2, non-DNMT3A CHIP was associated with progression to cirrhosis (HR 1.82, 95% CI 1.28-2.58). The associations were more pronounced in males and in individuals without obesity or diabetes. C-reactive protein partially mediated the CHIP-MASLD association. ConclusionCHIP, driven predominantly by non-DNMT3A mutations (particularly TET2) is an independent risk factor for both the development and progression of MASLD. These findings position CHIP as a novel player in the pathophysiology of MASLD and suggest potential avenues for risk stratification and targeted anti-inflammatory intervention. Impact and ImplicationsThis large-scale, prospective study establishes clonal hematopoiesis of indeterminate potential (CHIP) as a novel and independent risk factor for the entire spectrum of metabolic dysfunction-associated steatotic liver disease (MASLD), from its initial development to its progression to cirrhosis and liver-related death. For hepatologists and hematologists, these findings identify a genetically defined, high-risk subpopulation, particularly individuals with non-DNMT3A mutations, who may benefit from enhanced liver surveillance. The identification of systemic inflammation as a partial mediator of the CHIP-MASLD association suggests that anti-inflammatory therapies currently under development for liver disease could represent a targeted treatment strategy for this growing patient population.

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Cirrhosis-associated immune dysfunction presents with preserved circulating lymphocyte function and altered intestinal intraepithelial lymphocyte profile

Akkaya, C.; van Sligtenhorst, M.; Modave, E.; Shaukat, S.; Dumarey, A.; Caxali, G. H.; Verbiest, A.; de Meyere, L.; Vrancken, S.; van Meerbeeck, L.; van Melkebeke, L.; Dedoncker, N.; Humblet-Baron, S.; Burton, O. T.; Liston, A.; Vanuytsel, T.; van der Merwe, S.; Yshii, L.; Denadai-Souza, A.

2026-03-30 immunology 10.64898/2026.03.26.713594 medRxiv
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Cirrhosis, the end stage of chronic liver disease marked by fibrosis and impaired liver function, is associated with cirrhosis-associated immune dysfunction, a condition in which systemic inflammation coexists with impaired host defense and increased susceptibility to infections. However, intestinal intraepithelial lymphocytes (IELs), key mediators of epithelial immune defense, remain poorly characterized in this context. Using high-dimensional profiling of paired duodenal biopsies and peripheral blood across disease stages, we define IEL alterations in cirrhosis. Contrary to prior reports of immune exhaustion, lymphocyte effector function was preserved, while disease progression was marked by systemic inflammatory remodeling and increased tumor necrosis factor (TNF) production by circulating T cells. The IEL compartment was markedly altered, with loss of CD8{beta} IELs, expansion of natural killer (NK) IELs, and reduced CCR9CD8{beta} IELs, suggesting altered gut homing. These findings refine cirrhosis-associated immune dysfunction as inflammatory immune reprogramming coupled to impaired epithelial immune surveillance. HighlightsPeripheral lymphocytes from cirrhosis patients retain effector capacity with enhanced inflammatory activity Cirrhosis reshapes the duodenal intraepithelial lymphocyte landscape Reduced frequency of CCR9+CD8{beta} IELs indicates altered gut-homing in cirrhosis

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Time-to-event modeling with multimodal clinical and genetic features improves risk stratification of liver complications in chronic hepatitis C

Islam, H.; Arian, A.; Franses, J. W.; Ahsan, H.

2026-03-09 health informatics 10.64898/2026.03.06.26347819 medRxiv
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Chronic hepatitis C (CHC) remains a leading cause of cirrhosis, hepatocellular carcinoma (HCC), and premature mortality despite effective antiviral therapy, underscoring the need for individualized risk stratification beyond fibrosis stage alone. Using harmonized data from the All of Us Research Program, we developed and internally validated an interpretable multimodal survival framework to predict incident cirrhosis, HCC, and all-cause mortality, explicitly accounting for competing death. Baseline predictors within a {+/-}180-day window around CHC diagnosis included demographics, comorbidities, medications, laboratory biomarkers, socioeconomic context, and selected germline variants. Penalized Cox, ensemble, gradient-boosted, and neural survival models were compared under a consistent training and held-out testing strategy. Best-performing models achieved test C-indices of 0.67 for cirrhosis (Coxnet-LASSO), 0.71 for HCC, and 0.75 for mortality (Random Survival Forest), with stable time-dependent AUROC up to 0.81. Substantial feature compression preserved discrimination: restricting to the top 50% or 25% of predictors resulted in minimal absolute change in test performance (3.5%). Reduced models were anchored in clinically interpretable domains, including age, liver injury markers, hepatic reserve, cardiometabolic burden, deprivation index, and chromosome 19/22 loci. Feature importance reinforces existing known clinical and biological risk factors for liver complications: liver injury markers were most influential for cirrhosis and HCC, whereas hepatic reserve and cardiometabolic burden were more predictive of mortality, with age serving as a central baseline determinant across outcomes. Together, these results support a scalable and parsimonious framework for individualized CHC risk stratification that integrates multimodal determinants.

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Hepatic HIF2α modulates extra-hepatic disease-associated phenotypes during metabolic dysfunction-associated steatotic liver disease

Holzner, L. M. W.; Korpershoek, R. M.; Niu, Y.; Cochrane, A.; Darwin, P. M.; Babuta, J.; Nazeer, A.; Castro, C.; Sowton, A. P.; Knapton, A. E.; Thackray, B. D.; Griffin, J. L.; Hall, Z.; Giussani, D. A.; Wüst, R. C. I.; Murray, A. J.

2026-04-06 physiology 10.64898/2026.04.02.716074 medRxiv
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Metabolic dysfunction-associated steatotic liver disease (MASLD) afflicts more than one-third of adults globally, contributing significantly to an increased cardiovascular disease risk. Further, patients with severe liver disease experience muscle weakness (sarcopenic obesity) and fatigue. Hypoxia-inducible factor 2 (HIF2) accumulates in the livers of MASLD patients and has been implicated in disease progression. Here we sought to understand the role of hepatic HIF2 in mediating hepatic and extra-hepatic features of MASLD. Using a well-validated obese mouse model of MASLD, we investigated the impact of hepatocyte-specific HIF2 deletion (hHIF2-/-) on hepatic, cardiac and skeletal muscle metabolism, and cardiac function. Over 28 weeks, mice were exposed to a high-fat, high-fructose, high-cholesterol (GAN) diet, which induced obesity alongside hepatic steatosis, fibrosis and inflammation. In contrast to observations in lean mouse models of liver disease, hHIF2-/- did not protect against MASLD, despite greater hepatic NADH-supported mitochondrial respiration and higher intracellular sphingomyelin levels. Instead, in the hearts of GAN-fed mice, hHIF2-/- caused diacylglycerol accumulation independent of diet, accumulation of long-chain acyl-carnitines and exacerbation of ceramide accumulation. Langendorff-perfused hearts from hHIF2-/- mice showed systolic and diastolic dysfunction, including 24% lower left ventricular developed pressure and 34% lower maximal rate of relaxation (dP/dtmin). However, isolated hearts from hHIF2-/- mice were protected against MASLD-associated sympathetic dominance, determined using autonomic receptor agonist stimulation. Both GAN-feeding and hHIF2-/- were associated with lower lean mass (14% and 5.4% lower than respective controls), whilst hHIF2-/- enhanced OXPHOS-associated protein levels in gastrocnemius muscle. Overall, hHIF2-/- resulted in detrimental extra-hepatic effects, including myocardial lipid accumulation, impaired cardiac function, and loss of whole-body lean mass, with no apparent protection against MASLD disease progression.

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TLR5 drives metabolic dysfunction-associated steatohepatitis through lipid- and flagellin-induced hepatocyte injury signalling

Li, W.; Wang, N.; Kumar, R.; Gines Mir, I.; Gill, U.; Hood, G.; Brindley, J.; Mein, C.; Boot, J.; Wilcox, R.; Dufton, N.; Goldin, R.; Loy, J.; Devalia, K.; Malik, H.; Goralcyzk, A.; Jimenez Ramos, M.; Kendall, T.; Fallowfield, J. A.; Castanho Martins, M. I.; Rombouts, K.; Vacca, M.; El Abyad, D.; Anak, S.; Govaere, O.; Alazawi, W.

2026-02-07 molecular biology 10.64898/2026.02.05.703969 medRxiv
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Liver fibrosis is a strong predictor of clinical outcomes in metabolic dysfunction-associated steatohepatitis (MASH). Fibrosis is a consequence of persistent liver cell injury and inflammation in which Toll-like receptors (TLRs) play a key initiating role. Here we test the hypothesis that TLR5 is involved in the development of MASH and fibrosis using a combination of clinical data from multiple independent patient cohorts, single cell liver transcriptomics and human in vitro and ex vivo models. Hepatic TLR5 expression, but not TLR2 or TLR4, is associated with liver fibrosis and mortality. Plasma levels of TLR5s cognate ligand flagellin are increased in MASH with advanced fibrosis and fall with liver disease improvement. Mechanistically, we identify two parallel TLR5-mediated routes to hepatocyte injury: one elicited by flagellin and the other indirectly by lipid injury. Furthermore, hepatocyte TLR5 inhibition abrogates paracrine activation of hepatic stellate cells to suppress collagen production. This is also seen ex vivo in patient-derived precision-cut liver slices where TLR5 inhibition significantly reduces lipid-induced collagen deposition. These findings reveal a new role for TLR5 signalling, specifically in the development of advanced MASH fibrosis and may offer a novel disease-specific therapeutic approach.

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An Indian Diet Relevant Rat Screening Model for Hypertriglyceridemia Associated Fatty Liver

K, S.; Jadhav, P.; Mehaboob, S.; Shahapur, S.; Kadiyala, G.; Saxena, U.

2026-02-17 pharmacology and toxicology 10.64898/2026.02.15.705955 medRxiv
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Hypertriglyceridemia is a dominant and early metabolic abnormality underlying fatty liver disease in Indian populations, often preceding obesity, insulin resistance, or inflammatory liver injury. Many diet-induced rodent models of hepatic steatosis rely on extreme obesogenic or fructose-rich diets that poorly reflect real-world Indian dietary patterns. Here, we describe a diet-induced rat screening model designed to reflect typical Indian cereal-rich, visible-fat dietary exposure and to preferentially induce triglyceride-centric hepatic lipid accumulation. The model reproducibly induces hepatic triglyceride deposition with preserved liver architecture and minimal inflammatory features, aligning with early-stage fatty liver observed clinically in Indian patients. This work does not propose a novel disease model nor evaluate therapeutic efficacy, but establishes a translationally relevant screening tool for prioritizing lipid-modulating interventions in hypertriglyceridemia-associated fatty liver. We show that the high-fat diet increased serum triglycerides [~]1.8 -fold versus chow (normalized index 1.0 vs 1.8), with organ weights remaining within [~]0.95-1.00 of reference (normalized indices), supporting screening tolerability. Secondary changes in liver morphology and histopathology were indicative of fatty liver.

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MAIT cells derived ligands signal via VEGFR2 to promote tissue repair and liver regeneration

Sayaf, K.; Lett, M.; Powell, K.; Tasin, I.; Garner, L.; Bhandari, A.; Ramamurthy, N.; Russo, F. P.; Klenerman, P.; Hackstein, C.-P.

2026-03-25 immunology 10.64898/2026.03.23.713159 medRxiv
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MAIT are a highly versatile population of innate-like T cells that have been implicated in promoting tissue repair-associated process in a variety of tissue and diseases settings in the last years. While certain specific effector molecules responsible for MAIT-cell mediated have been identified, the mechanisms by which MAIT cells exert repair functions remain incompletely understood. Here, we show that hepatic MAIT cells express VEGFA, VEGFB and vimentin, an alternative ligand for the VEGFA-receptor VEGFR2 in both, regenerating and heathy tissue. Expression and secretion of these factors were induced in vitro by combined T cell receptor and cytokine stimulation. Supernatants of activated MAIT cells were able to promote proliferation of different epithelial and endothelial cells, including a liver sinusoidal endothelial-derived cell line in an VEGFR2-dependent manner. Together, our findings expand our understanding of MAIT cell function, especially in the liver and open new opens avenues for exploring MAIT therapeutic potential in modulating tissue repair.

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Mapping vascular plasticity in liver fibrogenesis identifies novel fibrosis-associated endothelial cells in early-stage liver disease

Gkantsinikoudi, C.; Dignam, J. P.; Kumar, R.; Jokl, E. J.; Li, W.; Samus, M.; Landi, S.; Athwal, V.; Kendall, T. J.; Rot, A.; Fallowfield, J. A.; Piper Hanley, K.; Alazawi, W.; Dufton, N. P.

2026-03-13 cell biology 10.64898/2026.03.12.710459 medRxiv
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Vascular plasticity is a crucial biological asset enabling our bodies to rapidly adapt to infections and acute inflammation. However, repeated insult during chronic disease can result in these vascular adaptations becoming irreversible, thereby driving disease progression and fibrosis. This study aimed to understand if phenotypic changes in endothelial cell (EC) identity could be indicative of progressive fibrosis and thereby offer new diagnostic and therapeutic opportunities for patients with metabolic dysfunction-associated steatotic liver disease (MASLD). Previous research has documented that a significant shift in EC transcriptomic signature occurs during liver fibrosis in both pre-clinical models and patients. However, the protein expression profile, phenotype and functional role of these new EC subpopulations that are induced during fibrogenesis is unclear. In this study, we integrate high-resolution imaging, proteomic and transcriptomic analysis which collectively highlight a central role for endothelial-to-mesenchymal transition (EndMT)-induced EC plasticity in the derivation of fibrosis-associated EC (FAEC). We demonstrate that: 1) full spectrum flow cytometry can provide new opportunities to categorize and phenotype EC subpopulations, 2) two distinct EndMT-derived FAEC subpopulations expand during fibrogenesis; THY1.2+ICAM1+ and TAGLN+MCAM+ EC that display unique immunomodulatory and metabolic phenotypes, 3) TAGLN+ FAEC are a conserved, pro-fibrotic cell type arising at early stages of MASLD, and 4) increased hepatic expression of TAGLN is significantly associated with detrimental patient outcomes at all stages of liver disease. This study will pave the way for the development of FAEC-specific diagnostic and therapeutic approaches to tackle progressive fibrotic disease.

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Ritonavir-Induced Cellular Stress Alters Viral HBs Glycoprotein Biogenesis and Production of Infectious Hepatitis D Virions

El orch, W.; Vidalain, P.-O.; Jacquemin, C.; Durantel, D.; Pastor, F.; Barnault, R.; Charriaud, F.; wuilbaut, a.; Nabaile, C.; Kadokura, H.; Gaetani, M.; BEGUE, M.; RICHARD, E.; Sureau, C.; Verrier, B.; Ramiere, C.; JANIN, Y.; Lotteau, V.; deleuze, c.; Michel, M.

2026-03-23 microbiology 10.64898/2026.03.20.713249 medRxiv
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Chronic co-infections by HBV and its satellite virus HDV are associated with a high risk of progression to cirrhosis and liver cancer, and therapeutic options for achieving a cure are still unsatisfactory. HBs is the main surface glycoprotein of both viruses, and is also massively secreted by infected hepatocytes in the form of empty subviral particles which suppress the host immune responses. This makes HBs an attractive target to develop therapeutic strategies. Here, we took advantage of the known interaction between the Large form HDV antigen (HDAg-L) and the small form of HBs (S-HBs) to develop a non-infectious, minimalistic reporter assay for the assembly and secretion of HDV particles. By screening the existing pharmacopeia for drugs that could interfere with S-HBs and HDAg-L co-secretion, we found that ritonavir and other Cytochrome P450 inhibitors affect the biogenesis of HBs and impair the production of infectious HDV virions. Mechanistically, we established that these drugs induce oxidative stress which dysregulates disulfide bond formation in the endoplasmic reticulum. As a consequence, the production of HBs, which depends on a dense network of disulfide bonds, is markedly affected as evidenced by an abnormal glycosylation profile, altered antigenic properties, and a poor expression of the largest form of HBs (L-HBs) which is essential to virus entry into target cells. This is associated with induction of the unfolded protein response, with the upregulation of CHOP/DDIT3 and key enzymes involved in the synthesis of the reducing metabolite glutathione (PHGDH, SHMT2, MTHFD2). Overall, our results indicate that alterations in redox homeostasis significantly impact HBs biogenesis, and reveal a druggable pathway that could be exploited to eliminate HDV in chronically infected patients. IMPACT AND IMPLICATIONSMore effective therapies are still needed to achieve a functional cure in patients chronically co-infected by HBV and HDV. In this study, we discovered that ritonavir, along with other cytochrome P450 inhibitors, can affect the production of infectious HDV particles in human hepatocyte cultures. Mechanistically, ritonavir induces oxidative stress and the unfolded protein response in the endoplasmic reticulum, thereby altering the biogenesis of HBs, the surface glycoprotein of both viruses. This work highlights the potential benefit and mechanism of action of ritonavir and related molecules in the treatment of co-infected patients.

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Spiperone targets HBV cccDNA via ER stress induced innate immune activation and epigenetic silencing

Jang, J.; Kim, Z.; Kim, E.; Park, J.; Choi, Y.-M.; Kim, B.-J.

2026-04-01 microbiology 10.64898/2026.03.31.715751 medRxiv
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Chronic hepatitis B persists due to the stability of nuclear covalently closed circular DNA (cccDNA), which maintains viral transcription despite prolonged antiviral therapy, highlighting the need for strategies that suppress cccDNA via host-targeted mechanisms. Here, we identify Spiperone, a clinically approved compound, as a repurposed anti-HBV candidate with strong translational potential. Spiperone robustly reduced HBsAg, HBeAg, viral DNA, and pgRNA across HepG2.2.15, HBV-infected HepG2-NTCP-C4 and HepaRG cells, and multiple in vivo models, including HBV transgenic, hydrodynamic injection, and AAV- HBV1.04x models. Notably, intrahepatic cccDNA was significantly diminished. In combination, Spiperone potentiated tenofovir activity, exhibiting synergistic effects, while both intraperitoneal and oral administration reduced antigenemia and viremia. Mechanistically, Spiperone activated the PERK-eIF2-ATF4 arm of the ER stress response, coupled with mitochondrial perturbation and cytosolic release of oxidized mitochondrial DNA, leading to activation of IFI16-STING-IRF3 signaling. This cascade induced type I interferon (IFN-I) and interferon-stimulated genes. ChIP-qPCR further demonstrated reduced enrichment of activating histone marks on cccDNA, consistent with transcriptional repression. Collectively, these findings position Spiperone as a host-directed antiviral that converges ER stress-linked innate immunity and epigenetic repression to suppress cccDNA, supporting its advancement in combination strategies toward a functional cure for chronic HBV infection.

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Semaglutide is associated with stiffness improvement and broad liver benefits with distinct dose- and weight-linked patterns

Soundararajan, V.; Venkatakrishnan, A. J.; Murugadoss, K.; K, P.; Varma, G.; Aman, A.

2026-04-16 endocrinology 10.64898/2026.04.14.26350891 medRxiv
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Semaglutide has shown benefit in metabolic dysfunction-associated steatohepatitis (MASH), but real-world evidence across longitudinal liver phenotypes remains limited, particularly regarding how liver remodeling relates to weight loss and dose exposure. Using a de-identified federated electronic health record network spanning more than 29 million patients in the United States, including 489,785 semaglutide-treated adults, we analyzed 6,734 patients with baseline liver disease burden. We find that higher attained pre-landmark (0-2 years) semaglutide dose was associated with lower post-landmark (2-4 years) risk of steatohepatitis, alcoholic liver disease, and all-cause mortality, whereas greater pre-landmark weight loss was associated with lower post-landmark risk of steatohepatitis, steatotic liver disease, and hepatorenal syndrome, indicating distinct dose- and weight-linked patterns of long-term liver benefits. These associations were notable because semaglutide prescribing was generally lower during the post-landmark period, raising the possibility of durable benefit beyond peak exposure. Towards better understanding mechanistic bases for liver protection, we performed a complementary longitudinal study of 326 adults with paired noninvasive liver elastography measurements before and after treatment initiation. Median liver stiffness decreased from 4.85 [3.02 - 7.20] to 3.9 [2.6 - 5.8] kPa after semaglutide initiation (median change = -0.38 kPa; p<0.001), with 194 of 326 patients (59.5%) showing lower follow-up stiffness. A clinically meaningful reduction of at least 20% was observed in 133 of 326 patients (40.8%), and 69 of 326 (21.2%) shifted to a lower fibrosis stage by prespecified elastography thresholds. Larger improvements were also seen in patients with higher baseline stiffness (p<0.001); notably 80% of patients with cirrhosis-range baseline stiffness ([&ge;]12.5 kPa) achieved [&ge;]20% improvement versus 29.5% with minimal baseline disease (p <0.001). The proportion achieving at least 20% stiffness improvement was similar across weight-loss strata, including patients with no weight loss or weight gain and those with at least 10% weight loss (38.0% in each group), and liver stiffness change showed negligible correlation with changes in weight, BMI, HBA1c, alanine aminotransferase, or aspartate aminotransferase. To provide biological context, single cell RNA analyses demonstrated sparse overall hepatic GLP1R expression (0.0239%), with enrichment in non-parenchymal niches including cholangiocytes, intrahepatic cholangiocytes, liver sinusoidal endothelial cells, and hepatic stellate cells implicated in fibrogenesis and vascular remodeling. Together, this real-world evidence suggests diverse liver benefits for semaglutide beyond weight-loss with intricate dose response relationships.

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The LIF-LIFR Axis Promotes Liver Regeneration via Modulation of Angiogenesis and HGF Release from LSECs

Zhou, W.; Diemer, T.; Xin, H.; Ginne, K. C.; N., N. K. R.; Mori, T.; Biswas, N.; Piermarocchi, C.; Ferrara, N.

2026-02-25 cell biology 10.64898/2026.02.24.707802 medRxiv
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Liver sinusoidal endothelial cells (LSECs) play essential roles in liver regeneration after injury, but the underlying mechanisms remain incompletely defined. Here we report that leukemia inhibitory factor (LIF), which is rapidly induced after liver injury, acts as a key regulator of LSECs-driven liver regeneration through interaction with LSECs-enriched LIF receptor (LIFR). LIF directly stimulates LSECs proliferation and induces hepatocyte growth factor (HGF) release in a dose-dependent manner via LIFR signaling in LSECs, thereby indirectly promoting hepatocyte proliferation. Systemic LIF neutralization or endothelial cells (ECs)-specific Lifr loss impairs liver regeneration, whereas low-titer AAV-mediated LIF expression increases vascular density, elevates circulating HGF, and improves early liver recovery after partial hepatectomy (PHx) in mice. Together, these findings establish LIF-LIFR as a previously unrecognized endothelial axis to promote hepatocyte proliferation and suggest potential therapeutic strategies to enhance liver repair in patients. HighlightsO_LILIF is upregulated after liver injury and LIF neutralization impairs liver recovery. C_LIO_LILIFR displays the highest expression in ECs; endothelial-specific Lifr deletion delays liver regeneration after injury. C_LIO_LILIF mediates a positive feedback loop including LSECs proliferation as well as HGF release via LIFR pathway. C_LIO_LILIF overexpression increases liver-to-body weight ratio in a dose-dependent manner and accelerates liver regeneration at early stage. C_LI Abstract Graphic O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=151 SRC="FIGDIR/small/707802v1_ufig1.gif" ALT="Figure 1"> View larger version (28K): org.highwire.dtl.DTLVardef@13b42feorg.highwire.dtl.DTLVardef@1ab6390org.highwire.dtl.DTLVardef@115c157org.highwire.dtl.DTLVardef@1486993_HPS_FORMAT_FIGEXP M_FIG C_FIG

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LLM-based reconstruction of longitudinal clinical trajectories in chronic liver disease.

Paverd, H.; Gao, Z.; Mahani, G.; Fabre, M.; Burge, S.; Hoare, M.; Crispin-Ortuzar, M.

2026-02-10 transplantation 10.64898/2026.02.10.26345124 medRxiv
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Background & AimsLiver cancer primarily develops in patients with chronic liver disease (CLD), yet most cases are diagnosed at an advanced stage with poor prognosis. While clinical surveillance of patients with CLD generates extensive longitudinal data, its unstructured free-text nature hinders large-scale research. To unlock this real-world evidence, we developed a scalable framework using open-source Large Language Models (LLMs) to transform unstructured clinical text into structured data. MethodsWe conducted a multi-stage evaluation of LLM-based extraction from multi-source clinical documentation of liver transplant recipients. A calibration set comprising 507 reports (414 radiology, 65 pathology, and 28 liver transplant assessment reports) from 30 patients was manually annotated to benchmark four open-source LLMs (Llama 3.1 8B, Llama 3.3 70B, Open-BioLLM 70B, DeepSeek R1 8B) against a regular expression baseline across 73 tasks. To ensure structured outputs, we compared constrained decoding (Guidance and Ollama packages) against unconstrained prompting across 5,590 prompt-output pairs. The finalised pipeline was then applied to the full cohort of 835 patients transplanted in our centre over the past decade. ResultsAmong the models tested, Llama 3.3 70B performed best, exceeding 90% accuracy on 59/73 tasks, outperforming both a medically fine-tuned model (OpenBioLLM 70B) and a smaller variant (Llama 3.1 8B). Constrained decoding achieved >99.9% format adherence, far surpassing unconstrained prompting (87.4%). Applied to the full cohort, the pipeline successfully analysed 22,493 reports to generate 37,125 datapoints (45 variables, 835 patients) without manual annotation. Further analysis confirmed known liver cancer risk factors (male sex, viral hepatitis, smoking, diabetes), and allowed for reconstruction of longitudinal disease timelines. ConclusionsThis work provides a scalable blueprint for transforming real-world clinical free-text into structured formats, paving the way for accelerated, data-driven research into complex pre-cancerous diseases like CLD.

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Co-repression of Yap1 and Sox9 Abrogates Established Cholangiocarcinoma by Eliminating Transcriptional Compensation

Kim, M.; Hu, S.; Park, Y.; Kwon, J.; Molina, L.; Wang, L.-J.; Liu, J.-J.; Liu, S.; Singhi, A.; Chiu, Y.-C.; Ko, S.

2026-02-02 cancer biology 10.64898/2026.01.30.702953 medRxiv
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Background/AimsIntrahepatic cholangiocarcinoma (iCCA) represents an unmet clinical need due to its increasing incidence, aggressive biology, and limited treatment options. The extremely low-response rates to current systemic regimens and the emergence of adaptive resistance to targeted therapies underscore the urgent need for alternative therapeutic strategies. Given that the lineage-defining transcription factors SOX9 and YAP1 are central regulators of cholangiocyte and iCCA identity, we investigated their functional roles as potential therapeutic vulnerabilities across multiple preclinical models. MethodsPatient tissue-microarray (TMA) analysis, Sleeping-Beauty hydrodynamic tail vein injection-based iCCA models, and Cre-mediated inducible gene deletion systems were used to investigate the roles of Sox9 and Yap1. Deep-learning-based prediction, RNA-seq, ChIP-seq and immunohistochemistry analyses were performed to delineate transcriptional networks and downstream effectors associated with SOX9/YAP1 signaling. ResultsDual deletion of Sox9 and Yap1 effectively eradicated advanced iCCA while preserving intrahepatic bile ducts, regardless of oncogenic drivers. Mechanistically, SOX9 and YAP1 transcriptionally compensated for each other when one was absent, and ILF2, MGAT5, and WWTR1 were identified as key downstream effectors mediating this compensatory mechanism. Loss of Ilf2, Mgat5, or Taz suppressed iCCA, whereas overexpression of Ilf2 or Taz following Sox9/Yap1 co-deletion restored tumor development, indicating that ILF2 or TAZ can functionally substitute for YAP1 and SOX9 in sustaining iCCA. ConclusionsCo-targeting SOX9 and YAP1 offers a promising and safe broad-spectrum preventive/therapeutic approach for iCCA, potentially overcoming resistance to YAP1 inhibition. The adaptive resistance mechanism identified may extend to other malignancies, providing insights for addressing the advanced resistant to YAP1-TEAD-directed therapies.

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Diet-conditioned microbiota enhances fecal microbiota transplantation efficacy in alcoholic liver disease through caproic acid-PPARα signaling

Choudhary, N.; Mittal, A.; Kumar, S.; Yadav, K.; Kumari, A.; Maheshwari, D.; Maras, J. S.; Kumar, A.; Sarin, S.; Sharma, S.

2026-03-27 microbiology 10.64898/2026.03.25.714243 medRxiv
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Background and AimFecal microbiota transplantation (FMT) in Alcohol-related liver disease (ALD) has shown therapeutic potential, with variable efficacy and unclear mechanism. Because dietary protein influences gut microbiota composition, we hypothesized that donor dietary preconditioning could enhance FMT efficacy. We therefore examined in a murine ALD model if high-protein donor diet improves FMT outcome. MethodsALD was induced in C57BL/6N mice using a Lieber-DeCarli ethanol diet combined with thioacetamide administration for 12 weeks. FMT was performed using stool from diet-modulated donors, and recovery was assessed on day7 post-FMT. Multi-omics analysis using 16s rRNA and mass spectroscopy was performed for Gut microbiota composition, plasma- and stool-metabolome, and hepatic proteomes. Multi-omics outcomes were validated in ALD animal and Huh7 hepatocytes. ResultsBoth protein-based FMTs improved ALD recovery; Veg-FMT demonstrated superior efficacy, significantly reducing hepatic injury (AST 1.2-fold, p=0.002; bilirubin 1.2-fold, p=0.03; steatosis 1.7-fold,p=0.01) and restoring gut barrier integrity (occludin 1.5-fold,p=0.04; mucin 2 2.2-fold, p=002; and plasma endotoxin 1.7-fold, p=0.02). A significant 2-fold increase was observed in Lachnospiraceae NK4A136, Coriobacteriaceae UCG-002, and short-chain fatty acids, particularly caproic acid. Functional validation confirmed that caproic acid promoted hepatic fatty acid {beta}-oxidation through PPAR-dependent mechanisms, reducing triglyceride accumulation and lipogenesis in both cellular and animal models. ConclusionDonor preconditioning with a plant-protein enriched diet enhances FMT efficacy in ALD by gut microbiota modulation with increased metabolites like caproic acid. These findings highlight a microbiota-metabolite-host axis through which diet-modulated FMT improves hepatic lipid metabolism and injury, and identifies a pathway via which FMT imparts its effect. SignificanceThis study identifies a mechanistic basis for improving fecal microbiota transplantation (FMT) efficacy in alcohol-related liver disease (ALD) by demonstrating that dietary preconditioning of donor microbiota improves therapeutic outcomes. We show that plant protein-modulated donor microbiota supplements abstinence-associated recovery through increased production of the microbial metabolite caproic acid, which promotes hepatic fatty acid {beta}-oxidation via PPAR signaling. These findings highlight donor dietary conditioning and microbiota-derived metabolites, rather than microbial composition alone, as important determinants of FMT efficacy. The results suggest that microbial metabolites such as caproic acid may represent potential therapeutic targets or biomarkers to enhance and standardize microbiota-based interventions in ALD. Although the current work is based on a murine model, the identified microbiota-metabolite-host metabolic axis provides a framework for future translational studies aimed at optimizing FMT strategies in liver disease.

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NINJ1 mediates hepatic ischemia-reperfusion injury

Mossemann, J.; Martins, B.; Zhao, Y.; Aguilar, F.; Taskina, D.; Hur, C. J.; Volchuk, A.; Ye, G.; Ali, D. M.; Mirzaesmaeili, A.; Siddiqui, I.; Goodarzi, G.; Bilan, P.; Stowe, I. B.; Kayagaki, N.; MacParland, S.; Freeman, S. A.; Goldenberg, N. M.; Steinberg, B. E.; Sayed, B. A.

2026-02-10 immunology 10.64898/2026.02.07.704585 medRxiv
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Hepatic ischemia-reperfusion injury (IRI) results from interrupted perfusion to the liver and contributes to acute liver dysfunction such as following liver transplantation. Lytic cell death pathways are major drivers of IRI and the subsequent inflammatory response. The transmembrane protein ninjurin-1 (NINJ1) was identified as the key executor of terminal plasma membrane rupture across multiple lytic cell death pathways implicated in hepatic IRI. We hypothesized that NINJ1-mediated lytic cell death drives IRI and that its therapeutic inhibition would mitigate liver IRI. Using human liver specimens, we found that NINJ1 is highly expressed in human liver tissue and that its activation correlates with early allograft dysfunction in patients undergoing liver transplantation. Utilizing a segmental hepatic IRI model in mice and rats, Ninj1 genetic deletion or pharmacologic inhibition diminished acute liver injury. Mice with hepatocyte- or macrophage-specific Ninj1 knockout both had reduced hepatocellular injury following IRI, suggesting that NINJ1 within both populations contributes to the resulting liver injury. Mechanistically, we found that hepatocytes and Kupffer cells are highly susceptible to hypoxia-induced NINJ1-mediated plasma membrane rupture, which can be pharmacologically prevented. These data position NINJ1 as a potential new therapeutic target to limit hepatic IRI, with important implications for organ preservation during liver transplantation.

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A Translational Model of MASLD-Associated HFpEF Defines Mitochondrial Dysfunction and Cardiac Plasticity During Disease Progression and Regression

Ganguly, S.; Gunes, B.; Gu, Y.; Suarez, J.; Gupta, G.; Ishizuka, K.; Murad, R.; Kisseleva, T.; Dillmann, W.; Peterson, K.; Adler, E.; Brenner, D.; Dhar, D.

2026-02-28 physiology 10.64898/2026.02.26.708088 medRxiv
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Metabolic dysfunction-associated steatotic liver disease (MASLD) and its progressive form, metabolic dysfunction-associated steatohepatitis (MASH), are strongly linked to heart failure with preserved ejection fraction (HFpEF), yet the mechanisms underlying this association remain unclear because robust integrative preclinical models are lacking and the liver and heart are rarely studied as a coordinated system. Here we show that Alms1-/- (Foz/Foz) mice fed a Western diet develop MASH with advanced liver fibrosis accompanied by a HFpEF phenotype characterized by left ventricular hypertrophy, impaired cardiomyocyte contractility, reduced {beta}-adrenergic reserve, elevated BNP, and increased mortality despite ejection fraction >50. Liver fibrosis emerged as a strong predictor of cardiac dysfunction. Remarkably, dietary reversal restored hepatic architecture, normalized cardiac function, and improved survival, revealing marked plasticity of the liver-heart axis. Mechanistic analyses revealed coordinated mitochondrial dysfunction, altered substrate utilization, and extracellular matrix remodeling in the left ventricle, with strong concordance to human HFpEF transcriptomic signatures. Ultrastructural studies confirmed mitochondrial injury and sarcomeric disorganization, linking metabolic failure to impaired cardiomyocyte performance. Together, these findings identify mitochondrial dysfunction as a central mediator of MASLD-associated HFpEF and establish the Foz/Foz model as a powerful platform for dissecting liver-to-heart signaling pathways and testing mechanism-based therapeutic strategies. STRUCTURED ABSTRACTO_ST_ABSBackgroundC_ST_ABSMetabolic dysfunction associated steatotic liver disease (MASLD) and its advanced form, MASH, are closely linked to heart failure with preserved ejection fraction (HFpEF). However, the mechanisms driving MASLD-associated HFpEF and its reversibility remain poorly understood, largely due to the lack of robust preclinical models. Here, we established a translational model of MASLD-associated HFpEF and applied functional and transcriptomic analyses of the left ventricle (LV) to define the mechanisms underlying cardiac dysfunction and its reversibility. MethodsAlms1-/- (Foz/Foz) mice and wild-type littermates were fed normal chow (NC) or Western diet (WD) for up to 34w. Reversibility was modeled by switching WD-fed Foz/Foz mice at 12w back to NC for 12w. Cardiac assessment included echocardiography, invasive hemodynamics with dobutamine stimulation, histopathology, electron microscopy and isolated cardiomyocyte contractility. LV transcriptomes were profiled by bulk RNA sequencing and analyzed by differential expression and pathway enrichment. ResultFoz/Foz mice on WD for 24w developed metabolic syndrome and MASH with advanced liver fibrosis. Cardiac phenotyping showed LV hypertrophy, impaired cardiomyocyte contractility, reduced {beta}-adrenergic reserve, elevated plasma BNP, and increased mortality while the ejection fraction was preserved (>50%), consistent with HFpEF. Liver fibrosis was a strong predictor of HFpEF. Switching WD-fed Foz/Foz mice at 12w to normal chow diet reversed hepatic fibrosis, restored LV function, and reduced mortality, demonstrating plasticity of the liver-heart axis. LV transcriptome during disease progression and regression revealed mitochondrial dysfunction, altered substrate utilization, extracellular matrix remodeling, and metabolic stress as central drivers of HFpEF, with strong overlap to human HFpEF signatures. Cardiac electron microscopy revealed swollen mitochondria with disrupted cristae, which normalized following dietary intervention. ConclusionsMitochondrial dysfunction and fibroinflammatory remodeling are central mediators of MASLD-associated HFpEF. Reversal of hepatic and cardiac phenotypes with dietary intervention, together with elucidation of underlying pathways, establish the Foz/Foz model as a robust translational platform for mechanistic and therapeutic discovery targeting the liver-heart axis.

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GWAS Reveals Distinct Genetic Architecture of Schistosomiasis-Induced Hepatic Fibrosis with DGKG as a Key Mediator

Zhou, M.; Xue, C.; Zhang, L.; Hu, Y.; Ning, A.; Wang, L.; Shen, J.; Song, L.; Zhang, B.; Liu, J.; Liao, Y.; Chen, Z.; Khan, J.; Wu, Z.; Chen, C.; Sun, X.; Wu, X.; Li, M.

2026-03-24 genetic and genomic medicine 10.64898/2026.03.21.26348960 medRxiv
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Schistosomiasis is a major cause of hepatic fibrosis in endemic regions, yet the host genetic determinants of disease progression remain poorly defined. We aimed to identify genetic drivers and underlying mechanisms of schistosomiasis-induced hepatic fibrosis. We performed a genome-wide association study (GWAS) of 984 Schistosoma japonicum-infected individuals from hyperendemic areas in China followed by multi-omics integration and experimental validation to identify causal genes and fibrogenic pathways. Schistosomiasis-associated fibrosis exhibited a genetic architecture distinct from metabolic and viral liver fibrosis, supporting pathogen-specific mechanisms. Eight novel susceptibility loci were identified, including a genome-wide significant signal at 16p13 (rs73575170, P = 3.9 x 10-8). Integrative mapping linked these loci to 262 genes enriched in liver sinusoidal endothelial cells (P = 5.84 x 10-5) and sphingolipid metabolism pathways (P = 4.19 x 10-5). Notably, Diacylglycerol kinase gamma (DGKG, rs6762330, P = 4.37 x 10-6) emerged as a key candidate, with its expression in peri-granuloma and periportal hepatocytes strongly correlating with fibrosis severity (r = 0.816). In vivo, Dgkg knockout attenuated hepatic fibrosis and immunopathology while restoring cholesterol homeostasis, whereas Dgkg overexpression exacerbated fibrogenesis and increased TNF-{beta} levels tenfold. This study identifies DGKG as a key mediator linking lipid metabolism and immune signaling in schistosomiasis-induced fibrosis, uncovering a pathogen-specific genetic mechanism and providing a potential therapeutic target for infection-associated liver fibrosis.

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TERT drives liver tumorigenesis beyond telomere elongation

Geli, V.; Braud, L.; Vernerey, J.; GUILLE, A.; Cordier, P.; Egger, T.; Bernabe, M.; Churikov, D.; Da-Costa, Q.; Meghraoui, A.; Ginet, C.; Desdouets, C.; Gu, L.; Bertucci, F.; Lachaud, C.

2026-02-05 cancer biology 10.64898/2026.02.02.703327 medRxiv
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We generated two mouse models, p21/Tert and p21/TertCi, expressing either telomerase reverse transcriptase (TERT) or a catalytically inactive variant under the control of the p21 promoter. By 18-20 months of age, approximately 25% of mice from both genotypes developed liver tumors with histopathological features resembling human hepatocellular carcinoma (HCC). Whole-exome sequencing identified activating Ctnnb1 mutations and recurrent PP1 subunit alterations in p21/Tert tumors, whereas p21/TertCi tumors harbored activating HrasGln61Lys mutations associated with elevated C>A transversions. Both models exhibited chromosomal aberrations commonly observed in human HCC. Transcriptomic analyses revealed that {beta}-catenin-activated tumors recapitulated gene expression signatures of human HCC, while MAPK-mutated tumors showed profiles consistent with MAPK/ERK pathway activation. Metabolically, both genotypes demonstrated increased glycolysis and suppression of gluconeogenesis, including downregulation of FBP1, but expressed distinct NRF2 target genes. Spatial profiling further revealed reduced HNF4-positive hepatocytes across tumors, independent of Hnf4 transcription, and markedly diminished immune cell infiltration particularly in {beta}-catenin-activated tumors. Collectively, these findings uncover telomere-independent functions of TERT and identify molecular and metabolic features with potential relevance for predicting immunotherapy response.

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Pirfenidone improves adipose dysfunction and obesity-driven steatohepatitis via mTORC1 signaling

Lee, Y. S.; Bang, J. Y.; Lee, D. H.; Kim, D. Y.; Cha, S. Y.; Lee, E. J.; Han, J.; Bae, S. H.

2026-03-21 molecular biology 10.64898/2026.03.20.713092 medRxiv
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Obesity-driven metabolic dysfunction-associated steatotic liver disease (MASLD) and metabolic dysfunction-associated steatohepatitis (MASH) are shaped by depot-specific adipose tissue dysfunction, including maladaptive expansion and visceral adipose tissue (VAT) fibrosis. Pirfenidone, an anti-fibrotic agent, improves experimental liver disease. However, its actions on adipose depots and adipose-liver crosstalk remain unclear. Here, we identify pirfenidone as a modulator of mechanistic target of rapamycin complex 1 (mTORC1)-dependent adipose tissue remodeling with divergent outputs in subcutaneous and visceral fat. In diet-induced obese MASH mice, pirfenidone decreased subcutaneous adipose tissue (SAT), inhibiting mTORC1-driven lipogenesis and enhancing oxidative lipid metabolism. Pirfenidone attenuated VAT fibrosis by suppressing an mTORC1-mothers against decapentaplegic homolog 3 (SMAD3)-yes-associated protein (YAP) axis and extracellular matrix gene programs. Pirfenidone also lowered hepatic triglycerides, improved steatosis and fibrosis, reduced hepatic mTORC1 activity. Conditioned medium from fibrotic adipocytes induced lipogenic, inflammatory, and pro-fibrotic programs in AML12, which effects that were blunted by pirfenidone. These data reveal adipose tissue-centered actions of pirfenidone that link mTORC1 remodeling to improved obesity-associated liver disease.