Pub Date : 2026-02-01Epub Date: 2025-11-01DOI: 10.1016/j.jhepr.2025.101658
Grainne M. O’Kane , Aruz Mesci , Raymond W. Jang , Aisling Barry , Cynthia M. Bocaya , Giselle M. Boukhaled , Holly Acton , David Doddington , Rowena Rodrigo , Leo M.L. Chan , Babak Noamani , Harry Harvey , Andrew Elia , Rhoda Law , Rebecca Prince , Mark Doherty , Anna Dodd , David K. Wong , Lisa Wang , Ben X. Wang , Jennifer J. Knox
Background & Aims
There is strong rationale for integrated approaches combining immune checkpoint inhibitors with locoregional therapies in hepatocellular carcinoma (HCC).
Methods
The PEMRAD phase II trial investigated pembrolizumab in combination with stereotactic body radiation therapy (SBRT) in patients with advanced HCC following progression on sorafenib. Patients received pembrolizumab on Day 1, and SBRT commenced on Day 2. Up to 10 hepatic lesions (<20 cm) were treated with SBRT. Pembrolizumab was continued every 21 days until disease progression, unacceptable toxicity, or withdrawal. The primary endpoint was objective response rate (ORR) by RECIST v1.1, with a hypothesized improvement to 40% for the combination. Tissue and liquid biopsies were collected for correlative analyses, including immunohistochemistry, longitudinal blood cytometry by time-of-flight, and serum cytokine assessment.
Results
Between March 2018 and March 2023, 18 of a planned 22 patients were enrolled; 11 (61%) had macrovascular invasion (MVI) and 15 (83%) had extrahepatic metastases. Viral hepatitis was the underlying etiology in 50%. The ORR was 41% (95% CI 18–67%). Median progression-free survival was 5.4 months (2.8–9.9) and median overall survival was 12.6 months (5.7–25.8). Of 34 liver lesions treated with SBRT, only three progressed, in two patients. Among the 11 patients with MVI, 5 (45%) achieved a response, including one complete response. Treatment-related adverse events of grade ≥3 occurred in four patients (22%). One treatment-related death due to myocarditis was observed. Peripheral immunophenotyping showed that higher abundance of CD8+CD103+ T cells correlated with improved survival, whereas higher natural killer cell abundance was associated with inferior outcomes.
Conclusion
The combination of SBRT and pembrolizumab demonstrated a high response rate as second-line therapy for advanced HCC and warrants further evaluation, particularly in patients with MVI.
Impact and implications
This study demonstrates that combining stereotactic body radiotherapy with pembrolizumab is feasible and yields promising response rates in patients with advanced, previously treated hepatocellular carcinoma, including those with macrovascular invasion – a group typically associated with poor outcomes. These findings support further evaluation of this integrated approach and provide important guidance for the design of future clinical trials aimed at improving outcomes in advanced hepatocellular carcinoma.
背景和目的将免疫检查点抑制剂与局部治疗结合起来治疗肝细胞癌(HCC)有很强的理论基础。PEMRAD II期试验研究了派姆单抗联合立体定向放射治疗(SBRT)在索拉非尼进展的晚期HCC患者中的应用。患者在第1天接受派姆单抗治疗,第2天开始SBRT治疗。SBRT治疗了多达10个肝脏病变(< 20cm)。每21天继续使用派姆单抗,直到疾病进展、不可接受的毒性或停药。主要终点是RECIST v1.1的客观缓解率(ORR),假设联合用药可改善至40%。收集组织和液体活检进行相关分析,包括免疫组织化学、飞行时间纵向血液细胞术和血清细胞因子评估。结果在2018年3月至2023年3月期间,计划的22例患者中有18例入组;11例(61%)有大血管侵犯(MVI), 15例(83%)有肝外转移。病毒性肝炎是50%的潜在病因。ORR为41% (95% CI 18-67%)。中位无进展生存期为5.4个月(2.8-9.9),中位总生存期为12.6个月(5.7-25.8)。在接受SBRT治疗的34例肝脏病变中,只有2例患者的3例进展。在11例MVI患者中,5例(45%)获得缓解,其中1例完全缓解。4例患者(22%)发生≥3级治疗相关不良事件。观察到一例治疗相关的心肌炎死亡。外周免疫表型分析显示,CD8+CD103+ T细胞丰度越高,生存率越高,而自然杀伤细胞丰度越高,预后越差。结论SBRT联合派姆单抗作为晚期HCC的二线治疗有很高的反应率,值得进一步评估,特别是在MVI患者中。影响和意义本研究表明,立体定向放射治疗联合派姆单抗在晚期、先前治疗过的肝细胞癌患者中是可行的,并产生了很好的缓解率,包括那些有大血管侵袭的患者,这一群体通常与不良预后相关。这些发现支持对这种综合方法的进一步评估,并为未来旨在改善晚期肝细胞癌预后的临床试验设计提供重要指导。
{"title":"Pembrolizumab and stereotactic body radiotherapy combined in advanced hepatocellular carcinoma post sorafenib – A phase II trial (PEMRAD)","authors":"Grainne M. O’Kane , Aruz Mesci , Raymond W. Jang , Aisling Barry , Cynthia M. Bocaya , Giselle M. Boukhaled , Holly Acton , David Doddington , Rowena Rodrigo , Leo M.L. Chan , Babak Noamani , Harry Harvey , Andrew Elia , Rhoda Law , Rebecca Prince , Mark Doherty , Anna Dodd , David K. Wong , Lisa Wang , Ben X. Wang , Jennifer J. Knox","doi":"10.1016/j.jhepr.2025.101658","DOIUrl":"10.1016/j.jhepr.2025.101658","url":null,"abstract":"<div><h3>Background & Aims</h3><div>There is strong rationale for integrated approaches combining immune checkpoint inhibitors with locoregional therapies in hepatocellular carcinoma (HCC).</div></div><div><h3>Methods</h3><div>The PEMRAD phase II trial investigated pembrolizumab in combination with stereotactic body radiation therapy (SBRT) in patients with advanced HCC following progression on sorafenib. Patients received pembrolizumab on Day 1, and SBRT commenced on Day 2. Up to 10 hepatic lesions (<20 cm) were treated with SBRT. Pembrolizumab was continued every 21 days until disease progression, unacceptable toxicity, or withdrawal. The primary endpoint was objective response rate (ORR) by RECIST v1.1, with a hypothesized improvement to 40% for the combination. Tissue and liquid biopsies were collected for correlative analyses, including immunohistochemistry, longitudinal blood cytometry by time-of-flight, and serum cytokine assessment.</div></div><div><h3>Results</h3><div>Between March 2018 and March 2023, 18 of a planned 22 patients were enrolled; 11 (61%) had macrovascular invasion (MVI) and 15 (83%) had extrahepatic metastases. Viral hepatitis was the underlying etiology in 50%. The ORR was 41% (95% CI 18–67%). Median progression-free survival was 5.4 months (2.8–9.9) and median overall survival was 12.6 months (5.7–25.8). Of 34 liver lesions treated with SBRT, only three progressed, in two patients. Among the 11 patients with MVI, 5 (45%) achieved a response, including one complete response. Treatment-related adverse events of grade ≥3 occurred in four patients (22%). One treatment-related death due to myocarditis was observed. Peripheral immunophenotyping showed that higher abundance of CD8<sup>+</sup>CD103<sup>+</sup> T cells correlated with improved survival, whereas higher natural killer cell abundance was associated with inferior outcomes.</div></div><div><h3>Conclusion</h3><div>The combination of SBRT and pembrolizumab demonstrated a high response rate as second-line therapy for advanced HCC and warrants further evaluation, particularly in patients with MVI.</div></div><div><h3>Impact and implications</h3><div>This study demonstrates that combining stereotactic body radiotherapy with pembrolizumab is feasible and yields promising response rates in patients with advanced, previously treated hepatocellular carcinoma, including those with macrovascular invasion – a group typically associated with poor outcomes. These findings support further evaluation of this integrated approach and provide important guidance for the design of future clinical trials aimed at improving outcomes in advanced hepatocellular carcinoma.</div></div>","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 2","pages":"Article 101658"},"PeriodicalIF":7.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145978056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2026-01-12DOI: 10.1016/j.jhepr.2025.101674
Jeffrey V. Lazarus , Mário G. Pessoa , Debbie L. Shawcross , Peter Schwarz , Grace L. Su , Simon Barquera
{"title":"Name MASLD/MASH — and act on it","authors":"Jeffrey V. Lazarus , Mário G. Pessoa , Debbie L. Shawcross , Peter Schwarz , Grace L. Su , Simon Barquera","doi":"10.1016/j.jhepr.2025.101674","DOIUrl":"10.1016/j.jhepr.2025.101674","url":null,"abstract":"","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 2","pages":"Article 101674"},"PeriodicalIF":7.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146188946","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-10-10DOI: 10.1016/j.jhepr.2025.101626
Tennyson P. Rayginia , Chenicheri K. Keerthana , Sreekumar U. Aiswarya , Sadiq C. Shifana , S. Jannet , Sanjay Suresh Varma , P. Maria Joy , Mundanattu Swetha , Shirly James , J.S. Aparna , Yadu Vijayan , Archana Payickattu Retnakumary , Lekshmi R. Nath , Kalishwaralal Kalimuthu , Vishnu Sunil Jaikumar , Sankar Sundaram , Nikhil Ponnoor Anto , Noah Isakov , Kuzhuvelil B. Harikumar , Ravi S. Lankalapalli , Ruby John Anto
<div><h3>Background & Aims</h3><div>Metabolic dysfunction-associated steatohepatitis (MASH) is characterized by excessive accumulation of fat, accompanied by inflammation and liver injury, ultimately triggering chronic conditions, including fibrosis and cirrhosis, which may progress to hepatocellular carcinoma (HCC). Uttroside B (Utt-B), a phytosaponin isolated in our lab, has gained global recognition owing to its anti-HCC potential and is currently a United States FDA-designated ‘orphan drug’ against HCC. The present study highlights Utt-B as a propitious candidate drug against MASH and MASH-induced HCC.</div></div><div><h3>Methods</h3><div>MASH and MASH-induced HCC were developed in C57BL/6J mice using two distinct murine models: a high-fat diet model and a streptozotocin-induced steatohepatitis-derived HCC model, followed by i.p. administration of Utt-B. Protein expression analysis was performed using real-time quantitative reverse transcription-PCR and immunoblotting, while H&E, Oil Red O, Sirius Red, and Masson’s Trichrome were utilized for staining cells/tissues. Nanostring n-Counter analysis was used to investigate the mechanism underlying the antifibrotic effects of Utt-B in MASH-induced HCC. Proliferation and apoptosis markers were also evaluated. Statistical analyses were conducted using R and GraphPad-Prism with significance set at <em>p</em> <0.05.</div></div><div><h3>Results</h3><div>Utt-B ameliorated MASH-associated pathological features, including steatosis, hepatocyte ballooning, and inflammation (N = 6; non-alcoholic fatty liver disease activity score [NAS] <2, <em>p</em> <0.0001). Utt-B upregulated the expression of autophagy markers autophagy-related 7 (ATG-7), Beclin-1, and microtubule-associated protein 1A/1B-light chain (LC3-II), and downregulated the expression of α-smooth muscle actin (α-SMA), which indicates the activation of hepatic stellate cells. Utt-B also halted the progression of MASH to HCC by hindering development of fibrosis with simultaneous inhibition of proliferative signals and induction of apoptosis in murine models (N = 6; NAS <3, <em>p</em> <0.01).</div></div><div><h3>Conclusion</h3><div>Our investigation revealed effective impedance of MASH and its concomitant progression to HCC by Utt-B. Given the lack of anti-MASH drugs, these findings establish Utt-B as a potent drug for treating MASH and MASH-induced HCC.</div></div><div><h3>Impact and implications</h3><div>MASH, stage IV of non-alcoholic fatty liver disease, can lead to chronic conditions, including fibrosis and cirrhosis, elevating the risk of HCC. Impaired lipid metabolism, inflammation, inhibition of autophagy, and dysregulated collagen and extracellular matrix biosynthesis are key factors contributing to the advance of MASH to HCC. Our discovery of Utt-B, a phytosaponin that exhibits remarkable anti-HCC potential and is a United States FDA-designated orphan drug against HCC, has gained global recognition. The present study
背景和目的代谢功能障碍相关脂肪性肝炎(MASH)的特征是脂肪过度积累,伴有炎症和肝损伤,最终引发慢性疾病,包括纤维化和肝硬化,并可能发展为肝细胞癌(HCC)。Uttroside B (ut -B)是我们实验室分离的一种植物皂蛋白,因其抗HCC的潜力而获得全球认可,目前是美国fda指定的治疗HCC的“孤儿药”。目前的研究强调Utt-B是抗MASH和MASH诱导的HCC的有利候选药物。方法采用两种不同的小鼠模型:高脂饮食模型和链脲霉素诱导的脂肪性肝炎源性HCC模型,在C57BL/6J小鼠中建立smash和mash诱导的HCC,然后ig Utt-B。采用实时定量逆转录- pcr和免疫印迹法分析蛋白表达,采用H&;E、Oil Red O、Sirius Red和Masson’s Trichrome染色细胞/组织。采用纳米链n-Counter分析探讨了Utt-B在mash诱导的HCC中抗纤维化作用的机制。增殖和凋亡标志物也进行了评估。采用R和GraphPad-Prism进行统计学分析,p <;0.05为显著性。结果ttt - b改善了mash相关的病理特征,包括脂肪变性、肝细胞球囊化和炎症(N = 6;非酒精性脂肪肝疾病活动评分[NAS] <;2, p <0.0001)。Utt-B上调自噬标志物autophagy-related 7 (ATG-7)、Beclin-1、微管相关蛋白1A/ 1b轻链(LC3-II)表达,下调α-平滑肌肌动蛋白(α-SMA)表达,提示肝星状细胞活化。在小鼠模型中,Utt-B还通过抑制增殖信号和诱导细胞凋亡同时阻碍纤维化的发展来阻止MASH向HCC的进展(N = 6; NAS <3, p <0.01)。结论我们的研究揭示了MASH的有效阻抗及其伴随的Utt-B向HCC的进展。鉴于缺乏抗MASH药物,这些发现证实Utt-B是治疗MASH和MASH诱导的HCC的有效药物。影响和意义smash是非酒精性脂肪性肝病的第四期,可导致慢性疾病,包括纤维化和肝硬化,增加HCC的风险。脂质代谢受损、炎症、自噬抑制、胶原蛋白和细胞外基质生物合成失调是导致MASH向HCC发展的关键因素。我们发现的Utt-B是一种植物皂蛋白,具有显著的抗HCC潜力,是美国fda指定的治疗HCC的孤儿药,已获得全球认可。本研究表明,Utt-B在高脂肪饮食小鼠模型和链脲佐菌素诱导的脂肪性肝炎源性HCC动物模型中分别是抗MASH和MASH诱导的HCC的有利候选药物。
{"title":"Orphan drug uttroside B impedes MASH progression and HCC development in experimental models","authors":"Tennyson P. Rayginia , Chenicheri K. Keerthana , Sreekumar U. Aiswarya , Sadiq C. Shifana , S. Jannet , Sanjay Suresh Varma , P. Maria Joy , Mundanattu Swetha , Shirly James , J.S. Aparna , Yadu Vijayan , Archana Payickattu Retnakumary , Lekshmi R. Nath , Kalishwaralal Kalimuthu , Vishnu Sunil Jaikumar , Sankar Sundaram , Nikhil Ponnoor Anto , Noah Isakov , Kuzhuvelil B. Harikumar , Ravi S. Lankalapalli , Ruby John Anto","doi":"10.1016/j.jhepr.2025.101626","DOIUrl":"10.1016/j.jhepr.2025.101626","url":null,"abstract":"<div><h3>Background & Aims</h3><div>Metabolic dysfunction-associated steatohepatitis (MASH) is characterized by excessive accumulation of fat, accompanied by inflammation and liver injury, ultimately triggering chronic conditions, including fibrosis and cirrhosis, which may progress to hepatocellular carcinoma (HCC). Uttroside B (Utt-B), a phytosaponin isolated in our lab, has gained global recognition owing to its anti-HCC potential and is currently a United States FDA-designated ‘orphan drug’ against HCC. The present study highlights Utt-B as a propitious candidate drug against MASH and MASH-induced HCC.</div></div><div><h3>Methods</h3><div>MASH and MASH-induced HCC were developed in C57BL/6J mice using two distinct murine models: a high-fat diet model and a streptozotocin-induced steatohepatitis-derived HCC model, followed by i.p. administration of Utt-B. Protein expression analysis was performed using real-time quantitative reverse transcription-PCR and immunoblotting, while H&E, Oil Red O, Sirius Red, and Masson’s Trichrome were utilized for staining cells/tissues. Nanostring n-Counter analysis was used to investigate the mechanism underlying the antifibrotic effects of Utt-B in MASH-induced HCC. Proliferation and apoptosis markers were also evaluated. Statistical analyses were conducted using R and GraphPad-Prism with significance set at <em>p</em> <0.05.</div></div><div><h3>Results</h3><div>Utt-B ameliorated MASH-associated pathological features, including steatosis, hepatocyte ballooning, and inflammation (N = 6; non-alcoholic fatty liver disease activity score [NAS] <2, <em>p</em> <0.0001). Utt-B upregulated the expression of autophagy markers autophagy-related 7 (ATG-7), Beclin-1, and microtubule-associated protein 1A/1B-light chain (LC3-II), and downregulated the expression of α-smooth muscle actin (α-SMA), which indicates the activation of hepatic stellate cells. Utt-B also halted the progression of MASH to HCC by hindering development of fibrosis with simultaneous inhibition of proliferative signals and induction of apoptosis in murine models (N = 6; NAS <3, <em>p</em> <0.01).</div></div><div><h3>Conclusion</h3><div>Our investigation revealed effective impedance of MASH and its concomitant progression to HCC by Utt-B. Given the lack of anti-MASH drugs, these findings establish Utt-B as a potent drug for treating MASH and MASH-induced HCC.</div></div><div><h3>Impact and implications</h3><div>MASH, stage IV of non-alcoholic fatty liver disease, can lead to chronic conditions, including fibrosis and cirrhosis, elevating the risk of HCC. Impaired lipid metabolism, inflammation, inhibition of autophagy, and dysregulated collagen and extracellular matrix biosynthesis are key factors contributing to the advance of MASH to HCC. Our discovery of Utt-B, a phytosaponin that exhibits remarkable anti-HCC potential and is a United States FDA-designated orphan drug against HCC, has gained global recognition. The present study","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 2","pages":"Article 101626"},"PeriodicalIF":7.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146034311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-11-04DOI: 10.1016/j.jhepr.2025.101657
Hani Vu , Yuliangzi Sun , Zherui Xiong , Xiao Tan , Daniel Radford-Smith , Andrew Causer , Alex M. Dickens , Tuulia Hyötyläinen , Ilia Evstafev , Matej Oresic , Christian Nefzger , Eoin D. O’Sullivan , Matthew J. Watt , Grant A. Ramm , Andrew Clouston , Katharine M. Irvine , Quan H. Nguyen , Elizabeth E. Powell
Background & Aims
Granular detail about the location and nature of liver cell interactions and the metabolic, inflammatory and fibrogenic pathways driving progressive fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD) is needed to identify novel therapeutic targets.
Methods
We generated Visium spatial transcriptomic data from 33 human liver biopsies across the spectrum of MASLD. Gene expression data were overlaid with histological annotations to integrate spatial molecular and histopathological information, enabling interrogation of disease progression. Differential gene expression, pathway, cellular deconvolution and ligand-receptor interaction analyses were conducted for each annotated anatomical category, with specific protein expression validated using immunohistochemistry staining.
Results
Unsupervised clustering based on gene expression data classified the annotated spots into two main clusters enriched for fibro-inflammatory vs. parenchymal regions. Transcriptomic cellular deconvolution aligned well with manually annotated histopathological features. Fibrotic regions were enriched for genes involved in extracellular matrix/receptor interactions and inflammatory pathways (Benjamini-Hochberg adjusted p values <0.05), underscoring known pathological mechanisms. We also identified immunoglobulin gene induction in late-stage fibrosis, which was spatially associated with a senescence signature, as has previously been reported in aging tissues. Dynamic changes in metabolic gene expression from early to late fibrosis were observed, suggesting MASLD progression is accompanied by a decline in normal liver metabolic function and reprogramming of metabolic fuel utilisation from oxidative to glycolytic metabolism, which may be both a cause and a consequence of senescence.
Conclusions
Taken together, our valuable discovery dataset highlights the complex crosstalk between metabolic perturbations and inflammation underpinning fibrosis progression in MASLD.
Impact and implications
Metabolic dysfunction-associated steatotic liver disease (MASLD) has a complex pathogenesis driven by cell and matrix interactions in inflammatory niches. In this study, we identify a senescence signature in fibroinflammatory regions, characterised by high immunoglobulin expression and associated with a shift from oxidative to glycolytic metabolism. We identify spatially co-expressed ligand-receptor pairs, including senescence-associated factors, correlated with progressive fibrosis. This discovery dataset highlights the complex crosstalk between metabolic perturbations and inflammation underpinning fibrosis progression in MASLD and lays the groundwork for future research into the role of senescence in MASLD.
{"title":"Progressive fibrosis in human MASLD is associated with spatially linked transcriptomic signatures of metabolic reprogramming and senescence","authors":"Hani Vu , Yuliangzi Sun , Zherui Xiong , Xiao Tan , Daniel Radford-Smith , Andrew Causer , Alex M. Dickens , Tuulia Hyötyläinen , Ilia Evstafev , Matej Oresic , Christian Nefzger , Eoin D. O’Sullivan , Matthew J. Watt , Grant A. Ramm , Andrew Clouston , Katharine M. Irvine , Quan H. Nguyen , Elizabeth E. Powell","doi":"10.1016/j.jhepr.2025.101657","DOIUrl":"10.1016/j.jhepr.2025.101657","url":null,"abstract":"<div><h3>Background & Aims</h3><div>Granular detail about the location and nature of liver cell interactions and the metabolic, inflammatory and fibrogenic pathways driving progressive fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD) is needed to identify novel therapeutic targets.</div></div><div><h3>Methods</h3><div>We generated Visium spatial transcriptomic data from 33 human liver biopsies across the spectrum of MASLD. Gene expression data were overlaid with histological annotations to integrate spatial molecular and histopathological information, enabling interrogation of disease progression. Differential gene expression, pathway, cellular deconvolution and ligand-receptor interaction analyses were conducted for each annotated anatomical category, with specific protein expression validated using immunohistochemistry staining.</div></div><div><h3>Results</h3><div>Unsupervised clustering based on gene expression data classified the annotated spots into two main clusters enriched for fibro-inflammatory <em>vs</em>. parenchymal regions. Transcriptomic cellular deconvolution aligned well with manually annotated histopathological features. Fibrotic regions were enriched for genes involved in extracellular matrix/receptor interactions and inflammatory pathways (Benjamini-Hochberg adjusted <em>p</em> values <0.05), underscoring known pathological mechanisms. We also identified immunoglobulin gene induction in late-stage fibrosis, which was spatially associated with a senescence signature, as has previously been reported in aging tissues. Dynamic changes in metabolic gene expression from early to late fibrosis were observed, suggesting MASLD progression is accompanied by a decline in normal liver metabolic function and reprogramming of metabolic fuel utilisation from oxidative to glycolytic metabolism, which may be both a cause and a consequence of senescence.</div></div><div><h3>Conclusions</h3><div>Taken together, our valuable discovery dataset highlights the complex crosstalk between metabolic perturbations and inflammation underpinning fibrosis progression in MASLD.</div></div><div><h3>Impact and implications</h3><div>Metabolic dysfunction-associated steatotic liver disease (MASLD) has a complex pathogenesis driven by cell and matrix interactions in inflammatory niches. In this study, we identify a senescence signature in fibroinflammatory regions, characterised by high immunoglobulin expression and associated with a shift from oxidative to glycolytic metabolism. We identify spatially co-expressed ligand-receptor pairs, including senescence-associated factors, correlated with progressive fibrosis. This discovery dataset highlights the complex crosstalk between metabolic perturbations and inflammation underpinning fibrosis progression in MASLD and lays the groundwork for future research into the role of senescence in MASLD.</div></div>","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 2","pages":"Article 101657"},"PeriodicalIF":7.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145814289","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-11-26DOI: 10.1016/j.jhepr.2025.101689
Yu Chen , Xiao Xiao , Xiong Ma
{"title":"Reply to: “Extending the Baveno VII definition of recompensation to autoimmune hepatitis: Considerations regarding treatment timing and response criteria”","authors":"Yu Chen , Xiao Xiao , Xiong Ma","doi":"10.1016/j.jhepr.2025.101689","DOIUrl":"10.1016/j.jhepr.2025.101689","url":null,"abstract":"","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 2","pages":"Article 101689"},"PeriodicalIF":7.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146184613","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-11-06DOI: 10.1016/j.jhepr.2025.101666
George N. Ioannou , Tamar H. Taddei , Beata M. Planeta , Grant D. Huang , Noel S. Weiss , Timothy R. Morgan , Jason A. Dominitz , Ghassan K. Abou-Alfa , Mustafa R. Bashir , Michael V. Beheshti , Amit G. Singal , Cynthia A. Moylan , Robin J. Boland , Lynn F. Buchwalder , Rajni L. Mehta , Kimberly S. Hoisington , Nhan V. Do , Shari S. Rogal , David E. Kaplan , Jihane N. Benhammou , Ifeyinwa Onyiuke
Abdominal ultrasound every 6 months with or without serum alpha-fetoprotein (AFP) is recommended for hepatocellular carcinoma (HCC) screening in patients with cirrhosis. However, high-quality evidence demonstrating that this screening strategy reduces HCC-related mortality in cirrhosis is lacking. Dynamic contrast-enhanced abbreviated MRI (DCE aMRI) protocols for HCC screening have nearly identical performance to full multiphasic MRI (the gold standard for HCC diagnosis) and can be completed in under 15 min. PREMIUM is a multicentre randomised controlled trial comparing HCC screening by ultrasound+AFP every 6 months vs. DCE aMRI+AFP every 6 months for up to 8 years among patients with cirrhosis. Sponsored by and executed within the Department of Veterans Affairs (VA), participant recruitment began in November 2023. Eligible participants are Veterans aged 18-75 years with cirrhosis, high HCC risk, Child-Turcotte-Pugh (CTP) score ≤9, model for end-stage liver disease (MELD) score ≤20, and no MRI contraindications or life-threatening comorbidities. The DCE aMRI protocol consists of T1-weighted axial pre-contrast and DCE sequences (arterial, portal, and 5-minute delayed) following administration of extracellular gadolinium-based contrast agent, plus a T2-weighted sequence between portal and delayed phases. PREMIUM aims to randomise 4,700 participants (2,350 in each arm), who will undergo per-protocol imaging and follow-up for up to 8 years. The primary outcome is HCC-related mortality. Secondary outcomes include HCC stage at diagnosis, receipt of potentially curative HCC treatment, and all-cause mortality. The study is powered to detect at least a 35% relative reduction in HCC-related mortality in the aMRI+AFP arm vs. the ultrasound+AFP arm. If PREMIUM demonstrates reduced HCC-related mortality in the aMRI+AFP arm, it could provide the necessary evidence to recommend aMRI+AFP for HCC screening in patients with cirrhosis (ClinicalTrials.gov identifier: NCT05486572).
The PREMIUM Study is a registered clinical trial: NCT05486572.
{"title":"Practice changing RCT design and rationale: Abbreviated MRI plus AFP vs. ultrasound plus AFP for HCC surveillance in cirrhosis (PREMIUM study)","authors":"George N. Ioannou , Tamar H. Taddei , Beata M. Planeta , Grant D. Huang , Noel S. Weiss , Timothy R. Morgan , Jason A. Dominitz , Ghassan K. Abou-Alfa , Mustafa R. Bashir , Michael V. Beheshti , Amit G. Singal , Cynthia A. Moylan , Robin J. Boland , Lynn F. Buchwalder , Rajni L. Mehta , Kimberly S. Hoisington , Nhan V. Do , Shari S. Rogal , David E. Kaplan , Jihane N. Benhammou , Ifeyinwa Onyiuke","doi":"10.1016/j.jhepr.2025.101666","DOIUrl":"10.1016/j.jhepr.2025.101666","url":null,"abstract":"<div><div>Abdominal ultrasound every 6 months with or without serum alpha-fetoprotein (AFP) is recommended for hepatocellular carcinoma (HCC) screening in patients with cirrhosis. However, high-quality evidence demonstrating that this screening strategy reduces HCC-related mortality in cirrhosis is lacking. Dynamic contrast-enhanced abbreviated MRI (DCE aMRI) protocols for HCC screening have nearly identical performance to full multiphasic MRI (the gold standard for HCC diagnosis) and can be completed in under 15 min. PREMIUM is a multicentre randomised controlled trial comparing HCC screening by ultrasound+AFP every 6 months <em>vs.</em> DCE aMRI+AFP every 6 months for up to 8 years among patients with cirrhosis. Sponsored by and executed within the Department of Veterans Affairs (VA), participant recruitment began in November 2023. Eligible participants are Veterans aged 18-75 years with cirrhosis, high HCC risk, Child-Turcotte-Pugh (CTP) score ≤9, model for end-stage liver disease (MELD) score ≤20, and no MRI contraindications or life-threatening comorbidities. The DCE aMRI protocol consists of T1-weighted axial pre-contrast and DCE sequences (arterial, portal, and 5-minute delayed) following administration of extracellular gadolinium-based contrast agent, plus a T2-weighted sequence between portal and delayed phases. PREMIUM aims to randomise 4,700 participants (2,350 in each arm), who will undergo per-protocol imaging and follow-up for up to 8 years. The primary outcome is HCC-related mortality. Secondary outcomes include HCC stage at diagnosis, receipt of potentially curative HCC treatment, and all-cause mortality. The study is powered to detect at least a 35% relative reduction in HCC-related mortality in the aMRI+AFP arm <em>vs</em>. the ultrasound+AFP arm. If PREMIUM demonstrates reduced HCC-related mortality in the aMRI+AFP arm, it could provide the necessary evidence to recommend aMRI+AFP for HCC screening in patients with cirrhosis (<span><span>ClinicalTrials.gov</span><svg><path></path></svg></span> identifier: NCT05486572).</div><div>The PREMIUM Study is a registered clinical trial: NCT05486572.</div></div>","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 2","pages":"Article 101666"},"PeriodicalIF":7.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146034431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-11-04DOI: 10.1016/j.jhepr.2025.101667
Benedikt S. Hofer , Lukas Burghart , Thomas Reiberger , Albert F. Stättermayer
{"title":"Extending the Baveno VII definition of recompensation to autoimmune hepatitis: Considerations regarding treatment timing and response criteria","authors":"Benedikt S. Hofer , Lukas Burghart , Thomas Reiberger , Albert F. Stättermayer","doi":"10.1016/j.jhepr.2025.101667","DOIUrl":"10.1016/j.jhepr.2025.101667","url":null,"abstract":"","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 2","pages":"Article 101667"},"PeriodicalIF":7.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146034366","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-10-30DOI: 10.1016/j.jhepr.2025.101660
Tim van Zutphen , Dicky Struik , Weilin Liu , Sihao Liu , Benan Pelin Sermikli , Justina C. Wolters , Henkjan J. Verkade , Annette R. Atkins , Michael Downes , Ronald M. Evans , Johan W. Jonker
<div><h3>Background & Aims</h3><div>Metabolic dysfunction-associated steatotic liver disease (MASLD) is a serious chronic liver disease with limited therapeutic options. Fibroblast growth factor (FGF) analogs show promising therapeutic benefits for MASLD, yet the underlying mechanisms remain incompletely understood. Here, we studied the mechanism underlying the anti-steatotic properties of FGF1, the prototype member of the FGF family.</div></div><div><h3>Methods</h3><div>The effect of FGF1 was studied in human and rodent hepatocytes and in obese mouse models exhibiting acute or chronic endoplasmic reticulum (ER) stress characteristic of MASLD. Metabolic analysis and proteomics were applied to evaluate liver physiology, ER stress and signaling.</div></div><div><h3>Results</h3><div>We show that FGF1 reduces hepatic triglyceride (TG) levels in obese mice (51%, <em>p <</em>0.01, n = 8) via acute stimulation of very-low-density lipoprotein (VLDL, 3.9-fold, <em>p <</em>0.01, n = 8) secretion in an ER stress-dependent manner. This anti-steatotic effect was independent of adipose FGF receptor 1, which is required for the glucose-lowering effect of FGF1. Mechanistically, activation of the unfolded protein response (UPR), resulting in stabilization of apolipoprotein B (ApoB, 1.8-fold, <em>p <</em>0.01, n = 8), the main structural protein component of atherogenic lipoprotein particles, was identified as the key mechanism by which FGF1 drives VLDL secretion. Post-translational control of ApoB by FGF1 was potentiated by pre-existing ER stress. FGF1 stimulated major regulators of protein synthesis, and during ER stress, all three branches of the UPR were activated. In ER stress-primed lean mice, FGF1 adopted novel TG secretion activity (2.2-fold, <em>p <</em>0.05, n = 6). Conversely, alleviation of ER stress in obese mice suppressed FGF1-stimulated VLDL-TG production (49%, n = 11, <em>p <</em>0.05).</div></div><div><h3>Conclusion</h3><div>These results define ER stress-dependent modulation of VLDL secretion as a mechanism underlying the anti-steatotic activity of FGF1. Targeting the FGF-UPR pathway may thus have therapeutic potential for treating MASLD.</div></div><div><h3>Impact and implications</h3><div>Fibroblast growth factors show therapeutic potential in both preclinical models and clinical trials for treating metabolic dysfunction-associated steatotic liver disease, a highly prevalent condition with limited treatment options. Identifying the mechanisms underlying their anti-steatotic effects may accelerate clinical development. Our finding that triglyceride secretion is the major driver of the anti-steatotic action of FGF1, together with the involvement of an adaptive unfolded protein response, provides deeper insight into the therapeutic potential of this pathway. These results also highlight possible implications for liver physiology and for the circulating lipoprotein profile, with relevance for both efficacy and safety considerati
背景和目的代谢功能障碍相关脂肪变性肝病(MASLD)是一种严重的慢性肝病,治疗选择有限。成纤维细胞生长因子(FGF)类似物显示出治疗MASLD的良好效果,但其潜在机制仍不完全清楚。在这里,我们研究了FGF1 (FGF家族的原型成员)抗脂肪变性特性的机制。方法研究FGF1在人、鼠肝细胞和肥胖小鼠急性或慢性内质网应激模型中的作用。代谢分析和蛋白质组学用于评估肝脏生理、内质网应激和信号传导。研究结果表明,FGF1通过急性刺激极低密度脂蛋白(VLDL, 3.9倍,p <0.01, n = 8)分泌,以内质网络应激依赖的方式降低肥胖小鼠肝脏甘油三酯(TG)水平(51%,p <0.01, n = 8)。这种抗脂肪变性作用不依赖于脂肪FGF受体1,而脂肪FGF受体1是FGF1降血糖作用所必需的。机制上,未折叠蛋白反应(UPR)的激活,导致载脂蛋白B (ApoB, 1.8倍,p <0.01, n = 8)的稳定,这是致动脉粥样硬化脂蛋白颗粒的主要结构蛋白成分,被认为是FGF1驱动VLDL分泌的关键机制。先前存在的内质网应激增强了FGF1对ApoB的翻译后控制。FGF1刺激了蛋白质合成的主要调节因子,在内质网应激期间,UPR的所有三个分支都被激活。在内质网应激引发的瘦小鼠中,FGF1具有新的TG分泌活性(2.2倍,p <0.05, n = 6)。相反,减轻肥胖小鼠内质网应激可抑制fgf1刺激的VLDL-TG生成(49%,n = 11, p <0.05)。结论内质网应激依赖性VLDL分泌调节是FGF1抗脂肪变性活性的一种机制。因此,靶向FGF-UPR通路可能具有治疗MASLD的治疗潜力。影响和意义成纤维细胞生长因子在治疗代谢功能障碍相关的脂肪变性肝病的临床前模型和临床试验中都显示出治疗潜力,脂肪变性肝病是一种非常普遍的疾病,治疗方案有限。确定其抗脂肪变性作用的机制可能会加速临床发展。我们发现甘油三酯分泌是FGF1抗脂肪变性作用的主要驱动因素,同时还参与了适应性未折叠蛋白反应,这为该途径的治疗潜力提供了更深入的了解。这些结果还强调了可能对肝脏生理学和循环脂蛋白谱的影响,与有效性和安全性考虑相关。
{"title":"FGF1 ameliorates hepatic steatosis through acute activation of the unfolded protein response and VLDL production","authors":"Tim van Zutphen , Dicky Struik , Weilin Liu , Sihao Liu , Benan Pelin Sermikli , Justina C. Wolters , Henkjan J. Verkade , Annette R. Atkins , Michael Downes , Ronald M. Evans , Johan W. Jonker","doi":"10.1016/j.jhepr.2025.101660","DOIUrl":"10.1016/j.jhepr.2025.101660","url":null,"abstract":"<div><h3>Background & Aims</h3><div>Metabolic dysfunction-associated steatotic liver disease (MASLD) is a serious chronic liver disease with limited therapeutic options. Fibroblast growth factor (FGF) analogs show promising therapeutic benefits for MASLD, yet the underlying mechanisms remain incompletely understood. Here, we studied the mechanism underlying the anti-steatotic properties of FGF1, the prototype member of the FGF family.</div></div><div><h3>Methods</h3><div>The effect of FGF1 was studied in human and rodent hepatocytes and in obese mouse models exhibiting acute or chronic endoplasmic reticulum (ER) stress characteristic of MASLD. Metabolic analysis and proteomics were applied to evaluate liver physiology, ER stress and signaling.</div></div><div><h3>Results</h3><div>We show that FGF1 reduces hepatic triglyceride (TG) levels in obese mice (51%, <em>p <</em>0.01, n = 8) via acute stimulation of very-low-density lipoprotein (VLDL, 3.9-fold, <em>p <</em>0.01, n = 8) secretion in an ER stress-dependent manner. This anti-steatotic effect was independent of adipose FGF receptor 1, which is required for the glucose-lowering effect of FGF1. Mechanistically, activation of the unfolded protein response (UPR), resulting in stabilization of apolipoprotein B (ApoB, 1.8-fold, <em>p <</em>0.01, n = 8), the main structural protein component of atherogenic lipoprotein particles, was identified as the key mechanism by which FGF1 drives VLDL secretion. Post-translational control of ApoB by FGF1 was potentiated by pre-existing ER stress. FGF1 stimulated major regulators of protein synthesis, and during ER stress, all three branches of the UPR were activated. In ER stress-primed lean mice, FGF1 adopted novel TG secretion activity (2.2-fold, <em>p <</em>0.05, n = 6). Conversely, alleviation of ER stress in obese mice suppressed FGF1-stimulated VLDL-TG production (49%, n = 11, <em>p <</em>0.05).</div></div><div><h3>Conclusion</h3><div>These results define ER stress-dependent modulation of VLDL secretion as a mechanism underlying the anti-steatotic activity of FGF1. Targeting the FGF-UPR pathway may thus have therapeutic potential for treating MASLD.</div></div><div><h3>Impact and implications</h3><div>Fibroblast growth factors show therapeutic potential in both preclinical models and clinical trials for treating metabolic dysfunction-associated steatotic liver disease, a highly prevalent condition with limited treatment options. Identifying the mechanisms underlying their anti-steatotic effects may accelerate clinical development. Our finding that triglyceride secretion is the major driver of the anti-steatotic action of FGF1, together with the involvement of an adaptive unfolded protein response, provides deeper insight into the therapeutic potential of this pathway. These results also highlight possible implications for liver physiology and for the circulating lipoprotein profile, with relevance for both efficacy and safety considerati","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 2","pages":"Article 101660"},"PeriodicalIF":7.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145814290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The transcriptomic classification of intrahepatic cholangiocarcinoma (iCCA) has recently been refined from two to five classes, each associated with pathological features, targetable genetic alterations, and survival outcomes. Despite its potential prognostic and therapeutic value, the transcriptomic classification is not routinely used in practice because of technical limitations, including insufficient tissue material and the high cost of molecular analyses. Here, we assessed a self-supervised learning (SSL) model for predicting iCCA transcriptomic classes on digitised whole-slide images (WSIs)
Methods
Transcriptomic classes defined from RNA sequencing data were available for all samples. The SSL method (Giga-SSL) was used to train our model on a discovery set of 766 WSIs from 137 biopsies and 109 surgical specimens obtained from 246 patients, using a five-fold cross-validation scheme. The model was validated in The Cancer Genome Atlas (TCGA) cohort (n = 29) and a French external validation set (n = 32), both using WSIs from surgical samples.
Results
The most frequent transcriptomic class was the hepatic stem-like class (37% [90/246] in the discovery set). Our model showed good to very good performance in predicting the four most frequent transcriptomic classes in the discovery set (AUC 0.63-0.84), especially for the hepatic stem-like class (AUC 0.84). The model performed equally well in predicting these transcriptomic classes in the two validation sets, with AUCs ranging from 0.76 to 0.80 in the TCGA set and 0.62 to 0.92 in the French external set.
Conclusions
We developed and validated an SSL-based model capable of predicting iCCA transcriptomic classes from routine histological slides of both biopsy and surgical samples. This approach may facilitate the clinical implementation of transcriptomic classification, improve prognostic assessment, and guide therapeutic decision-making in iCCA.
Impact and implications
Predicting transcriptomic classes directly from routine histological slides has the potential to enhance the clinical management of intrahepatic cholangiocarcinoma, enabling more accurate prognostication and supporting therapeutic decision-making. By eliminating the need for manual slide annotation, large tissue samples, or resource-intensive molecular analyses, our self-supervised learning-based model offers a practical and scalable solution that can be applied to both biopsy and surgical specimens. This approach could accelerate the adoption of transcriptomic classification in everyday practice and help guide more personalized treatment strategies for patients with intrahepatic cholangiocarcinoma.
{"title":"Self-supervised learning to predict intrahepatic cholangiocarcinoma transcriptomic classes on routine histology","authors":"Aurélie Beaufrère , Tristan Lazard , Rémy Nicolle , Gwladys Lubuela , Jérémy Augustin , Miguel Albuquerque , Baptiste Pichon , Camille Pignolet , Victoria Priori , Nathalie Théou-Anton , Mickael Lesurtel , Mohamed Bouattour , Kévin Mondet , Jérôme Cros , Julien Calderaro , Thomas Walter , Valérie Paradis","doi":"10.1016/j.jhepr.2025.101675","DOIUrl":"10.1016/j.jhepr.2025.101675","url":null,"abstract":"<div><h3>Background & Aims</h3><div>The transcriptomic classification of intrahepatic cholangiocarcinoma (iCCA) has recently been refined from two to five classes, each associated with pathological features, targetable genetic alterations, and survival outcomes. Despite its potential prognostic and therapeutic value, the transcriptomic classification is not routinely used in practice because of technical limitations, including insufficient tissue material and the high cost of molecular analyses. Here, we assessed a self-supervised learning (SSL) model for predicting iCCA transcriptomic classes on digitised whole-slide images (WSIs)</div></div><div><h3>Methods</h3><div>Transcriptomic classes defined from RNA sequencing data were available for all samples. The SSL method (Giga-SSL) was used to train our model on a discovery set of 766 WSIs from 137 biopsies and 109 surgical specimens obtained from 246 patients, using a five-fold cross-validation scheme. The model was validated in The Cancer Genome Atlas (TCGA) cohort (n = 29) and a French external validation set (n = 32), both using WSIs from surgical samples.</div></div><div><h3>Results</h3><div>The most frequent transcriptomic class was the hepatic stem-like class (37% [90/246] in the discovery set). Our model showed good to very good performance in predicting the four most frequent transcriptomic classes in the discovery set (AUC 0.63-0.84), especially for the hepatic stem-like class (AUC 0.84). The model performed equally well in predicting these transcriptomic classes in the two validation sets, with AUCs ranging from 0.76 to 0.80 in the TCGA set and 0.62 to 0.92 in the French external set.</div></div><div><h3>Conclusions</h3><div>We developed and validated an SSL-based model capable of predicting iCCA transcriptomic classes from routine histological slides of both biopsy and surgical samples. This approach may facilitate the clinical implementation of transcriptomic classification, improve prognostic assessment, and guide therapeutic decision-making in iCCA.</div></div><div><h3>Impact and implications</h3><div>Predicting transcriptomic classes directly from routine histological slides has the potential to enhance the clinical management of intrahepatic cholangiocarcinoma, enabling more accurate prognostication and supporting therapeutic decision-making. By eliminating the need for manual slide annotation, large tissue samples, or resource-intensive molecular analyses, our self-supervised learning-based model offers a practical and scalable solution that can be applied to both biopsy and surgical specimens. This approach could accelerate the adoption of transcriptomic classification in everyday practice and help guide more personalized treatment strategies for patients with intrahepatic cholangiocarcinoma.</div></div>","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 2","pages":"Article 101675"},"PeriodicalIF":7.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145814291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1016/j.jhepr.2026.101748
A.D. Frolkis , J.S. Nayagam , A. Parente , M. Seager , M.D. Sadler , A.J. Montano-Loza , D. Joshi
Primary sclerosing cholangitis (PSC) is a rare, progressive cholestatic liver disease characterized by biliary strictures, increased risk of cholangiocarcinoma, and a strong association with inflammatory bowel disease. Despite its low prevalence, PSC accounts for up to 17% of all liver transplants (LT) performed globally. Transplant-free survival ranges from a median of 9 to 21 years from diagnosis. LT is the only definitive treatment with post-LT survival in PSC exceeding 80% at 5 years. However, PSC recurs in approximately 25% of individuals. The absence of disease modifying therapy necessitates timely LT in select cases of hepatic decompensation, refractory pruritus, recurrent cholangitis, or selected early-stage malignancies. However, PSC poses unique challenges in pre-transplant assessment and timing due to its clinical heterogeneity and the suboptimal performance of conventional prognostic tools such as the MELD score. Although PSC specific scores offer improved risk stratification, they are not integrated into routine LT algorithms.
This review synthesizes current landscape of prognostic modeling in PSC, focusing on validated tools and their role in transplant decision making. We examine the range of LT indications in PSC, explore the interplay between PSC and inflammatory bowel disease with attention to malignancy surveillance and immunosuppression planning. We review the transplant evaluation process, including hepatobiliary imaging, endoscopy, and multidisciplinary approaches to high grade stricture evaluation and oncologic risk assessment.
By integrating contemporary evidence and expert opinion, this review aims to guide clinicians in the nuanced assessment and management of PSC patients in the peri-transplant period, emphasizing the need for individualized risk assessment and early referral to transplantation centres with hepatobiliary surgery and transplant expertise.
{"title":"Evaluation and Management of Primary Sclerosing Cholangitis Patients Awaiting Liver Transplantation","authors":"A.D. Frolkis , J.S. Nayagam , A. Parente , M. Seager , M.D. Sadler , A.J. Montano-Loza , D. Joshi","doi":"10.1016/j.jhepr.2026.101748","DOIUrl":"10.1016/j.jhepr.2026.101748","url":null,"abstract":"<div><div>Primary sclerosing cholangitis (PSC) is a rare, progressive cholestatic liver disease characterized by biliary strictures, increased risk of cholangiocarcinoma, and a strong association with inflammatory bowel disease. Despite its low prevalence, PSC accounts for up to 17% of all liver transplants (LT) performed globally. Transplant-free survival ranges from a median of 9 to 21 years from diagnosis. LT is the only definitive treatment with post-LT survival in PSC exceeding 80% at 5 years. However, PSC recurs in approximately 25% of individuals. The absence of disease modifying therapy necessitates timely LT in select cases of hepatic decompensation, refractory pruritus, recurrent cholangitis, or selected early-stage malignancies. However, PSC poses unique challenges in pre-transplant assessment and timing due to its clinical heterogeneity and the suboptimal performance of conventional prognostic tools such as the MELD score. Although PSC specific scores offer improved risk stratification, they are not integrated into routine LT algorithms.</div><div>This review synthesizes current landscape of prognostic modeling in PSC, focusing on validated tools and their role in transplant decision making. We examine the range of LT indications in PSC, explore the interplay between PSC and inflammatory bowel disease with attention to malignancy surveillance and immunosuppression planning. We review the transplant evaluation process, including hepatobiliary imaging, endoscopy, and multidisciplinary approaches to high grade stricture evaluation and oncologic risk assessment.</div><div>By integrating contemporary evidence and expert opinion, this review aims to guide clinicians in the nuanced assessment and management of PSC patients in the peri-transplant period, emphasizing the need for individualized risk assessment and early referral to transplantation centres with hepatobiliary surgery and transplant expertise.</div></div>","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 4","pages":"Article 101748"},"PeriodicalIF":7.5,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147449983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}