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Self-supervised learning to predict intrahepatic cholangiocarcinoma transcriptomic classes on routine histology 自我监督学习预测肝内胆管癌的常规组织学转录组分类
IF 7.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-11 DOI: 10.1016/j.jhepr.2025.101675
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

Background & Aims

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.
背景和目的肝内胆管癌(iCCA)的转录组学分类最近从2类细化到5类,每一类与病理特征、可靶向的遗传改变和生存结果相关。尽管转录组分类具有潜在的预后和治疗价值,但由于技术限制,包括组织材料不足和分子分析的高成本,转录组分类在实践中并未常规使用。在这里,我们评估了一种用于预测数字化整片图像(wsi)上iCCA转录组分类的自监督学习(SSL)模型。方法根据RNA测序数据定义的转录组分类可用于所有样本。采用五重交叉验证方案,使用SSL方法(Giga-SSL)在来自246例患者的137例活检和109例手术标本的766例wsi发现集上训练我们的模型。该模型在癌症基因组图谱(TCGA)队列(n = 29)和法国外部验证集(n = 32)中进行验证,均使用来自手术样本的wsi。结果最常见的转录组分类为肝干样类(37%[90/246])。我们的模型在预测发现集中最常见的四种转录组分类(AUC为0.63-0.84)方面表现出良好到非常好的性能,特别是对于肝干样分类(AUC为0.84)。该模型在预测两个验证集的转录组分类方面表现同样良好,TCGA组的auc范围为0.76至0.80,而French external组的auc范围为0.62至0.92。我们开发并验证了一个基于ssl的模型,该模型能够从活检和手术样本的常规组织学切片中预测iCCA的转录组分类。这种方法可以促进临床实施转录组分类,改善预后评估,并指导iCCA的治疗决策。影响和启示从常规组织学切片中直接预测转录组分类有可能增强肝内胆管癌的临床管理,使更准确的预后和支持治疗决策。通过消除手动幻灯片注释、大组织样本或资源密集型分子分析的需要,我们基于自我监督的学习模型提供了一个实用且可扩展的解决方案,可应用于活检和手术标本。这种方法可以加快转录组分类在日常实践中的应用,并有助于指导肝内胆管癌患者更个性化的治疗策略。
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引用次数: 0
Evaluation and Management of Primary Sclerosing Cholangitis Patients Awaiting Liver Transplantation 原发性硬化性胆管炎患者等待肝移植的评价与处理
IF 7.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-30 DOI: 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.
原发性硬化性胆管炎(PSC)是一种罕见的进行性胆汁淤积性肝病,其特征是胆道狭窄,胆管癌风险增加,并与炎症性肠病密切相关。尽管PSC的患病率较低,但在全球所有肝移植(LT)中,PSC占17%。无移植生存期中位数为9至21年。肝移植是PSC 5年生存率超过80%的唯一确定治疗方法。然而,PSC在大约25%的个体中复发。由于缺乏疾病修饰治疗,在某些肝脏失代偿、难治性瘙痒、复发性胆管炎或某些早期恶性肿瘤的病例中,需要及时进行肝移植。然而,由于PSC的临床异质性和MELD评分等传统预后工具的不理想性能,PSC在移植前评估和时机方面面临着独特的挑战。尽管PSC特定评分提供了改进的风险分层,但它们并未集成到常规LT算法中。本文综述了PSC预后建模的现状,重点介绍了经过验证的工具及其在移植决策中的作用。我们研究了PSC的LT适应症范围,探讨了PSC与炎症性肠病之间的相互作用,并关注了恶性肿瘤监测和免疫抑制计划。我们回顾了移植的评估过程,包括肝胆影像学,内窥镜检查,以及高级别狭窄评估和肿瘤风险评估的多学科方法。通过整合当代证据和专家意见,本综述旨在指导临床医生对移植期PSC患者进行细致入微的评估和管理,强调个性化风险评估和早期转诊到具有肝胆外科和移植专业知识的移植中心的必要性。
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引用次数: 0
Interleukin-18 binding protein deficiency results in gut microbiota dysbiosis and aggravated diet-induced MASH in mice 白细胞介素-18结合蛋白缺乏导致小鼠肠道菌群失调和饮食诱导的MASH加重
IF 7.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-01 Epub Date: 2025-10-10 DOI: 10.1016/j.jhepr.2025.101629
Emmanuel Somm , Elodie Perroud , Yunju Jo , Karina Lindner , Frédérique Ino , Sophie A. Montandon , Christelle Veyrat-Durebex , Franck Bontems , Florian Visentin , Nadia Gaïa , Vladimir Lazarevic , Anne-Claude Gavin , Jacques Schrenzel , Dongryeol Ryu , Karim Gariani , Cem Gabay , François R. Jornayvaz
<div><h3>Background & Aims</h3><div>Metabolic dysfunction-associated steatotic liver disease (MASLD)/metabolic dysfunction-associated steatohepatitis (MASH) are now the most prevalent hepatic disorders worldwide. Growing evidence implicates physiological alterations in the gut–liver axis and gut microbiota dysbiosis in this process. IL-18-binding protein (IL-18BP) forms high affinity complexes with IL-18, thus blocking its interaction with IL-18 receptors.</div></div><div><h3>Methods</h3><div>We used high-fat diet (HFD) and methionine choline deficient (MCD) diet to model MASLD/MASH in wild-type (WT) male mice (n = 6–8 mice per group). We also studied antimicrobial peptides (AMPs) production, gut microbiota composition, and liver phenotype in <em>Il18bp</em><sup><em>-/-</em></sup> male mice on both HFD and MCD diets (n = 5–7 mice per group). We manipulated gut microbiota of <em>Il18bp</em><sup><em>-/-</em></sup> and WT male mice through administration of phages, antibiotics, and through co-housing experiments (n = 4–8 mice per group).</div></div><div><h3>Results</h3><div>Feeding WT mice with a HFD or an MCD diet led to a decrease in ileal AMPs expressions (respectively, by 63% and 37% for <em>Lyz1</em>; by 47% and 84% for <em>Ang4</em>; by 86% and 46% for <em>Pla2g2a</em>) and an enrichment in gut proteobacteria (respectively, by 7- and 23-fold for α-proteobacteria; by 2.1- and 1.7-fold for δ-proteobacteria; by 14- and 20-fold for γ-proteobacteria) when compared with standard chow diet (<em>p</em> <0.05). These changes were associated with a reduction in the ileal <em>Il18bp</em> expression (respectively, by 77% and 46%) in HFD and MCD diet-fed WT mice <em>vs.</em> chow diet-fed WT mice (<em>p</em> <0.05). <em>Il18bp</em><sup><em>-/-</em></sup> mice exhibited a decrease in gut AMPs expression and storage (AMP granules area/crypt respectively decreased by 57% and 62.5% in <em>Il18bp</em><sup><em>-/-</em></sup> <em>vs.</em> WT mice on HFD and MCD diets). Moreover, <em>Clostridium/Turicimonas/Escherichia</em> bacteria were constitutively over-represented in gut microbiota of <em>Il18bp</em><sup><em>-/-</em></sup> <em>vs.</em> WT mice in a diet-amplified manner. Compared with WT mice, <em>Il18bp</em><sup><em>-/-</em></sup> mice exhibited increased diet-induced hepatic damage (circulating alanine aminotransferase 84 <em>vs.</em> 41 U/L on HFD; 1,218 <em>vs.</em> 738 U/L on MCD diet, <em>p</em> <0.05), inflammation (liver tumor necrosis factor-alpha content 72 <em>vs.</em> 35 pg/g protein on HFD; 441 <em>vs.</em> 169 pg/g protein on MCD diet, <em>p</em> <0.05), and fibrosis (Sirius red 1.45 <em>vs.</em> 0.36% on HFD; 1.64 <em>vs.</em> 0.65% on MCD diet, <em>p</em> <0.01). These changes occurred independently of steatosis modification. Phages, antibiotic, and co-housing experiments revealed that specific gut microbiota featuring <em>Il18bp</em><sup><em>-/-</em></sup> mice is implicated in their exacerbated liver inflammation and fibro
背景和目的代谢功能障碍相关脂肪性肝病(MASLD)/代谢功能障碍相关脂肪性肝炎(MASH)是目前世界范围内最常见的肝脏疾病。越来越多的证据表明,在这一过程中,肠-肝轴的生理改变和肠道微生物群的失调。IL-18结合蛋白(IL-18BP)与IL-18形成高亲和力复合物,从而阻断其与IL-18受体的相互作用。方法采用高脂饲粮(HFD)和蛋氨酸胆碱缺乏(MCD)饲粮建立野生型雄性小鼠MASLD/MASH模型(每组6 ~ 8只)。我们还研究了HFD和MCD饮食中Il18bp-/-雄性小鼠的抗菌肽(AMPs)产生、肠道微生物群组成和肝脏表型(每组n = 5-7只)。我们通过给药噬菌体、抗生素和共窝实验(每组4-8只小鼠)来控制Il18bp-/-和WT雄性小鼠的肠道微生物群。结果用HFD或MCD喂养WT小鼠,与标准饲料相比,回肠AMPs表达减少(Lyz1分别减少63%和37%,Ang4分别减少47%和84%,Pla2g2a分别减少86%和46%),肠道变形菌群增加(α-变形菌群分别减少7和23倍,δ-变形菌群分别减少2.1和1.7倍,γ-变形菌群分别减少14和20倍)(p <0.05)。这些变化与HFD和MCD饮食喂养的WT小鼠的回肠Il18bp表达减少(分别减少77%和46%)有关(p <0.05)。Il18bp-/-小鼠表现出肠道AMP表达和储存的减少(与高脂饮食和低脂饮食的WT小鼠相比,Il18bp-/-小鼠的AMP颗粒面积/隐窝分别减少57%和62.5%)。此外,在Il18bp-/- vs. WT小鼠的肠道微生物群中,梭状芽孢杆菌/Turicimonas/Escherichia细菌在饮食扩增的方式下构成性地过度代表。与WT小鼠相比,Il18bp-/-小鼠表现出饮食诱导的肝损伤增加(循环丙氨酸转氨酶84,HFD组41 U/L; MCD组1218,MCD组738 U/L, p <0.05),炎症(肝脏肿瘤坏死因子- α含量72,HFD组35 pg/g, MCD组441,MCD组169 pg/g, p <0.05),纤维化(Sirius red 1.45, HFD组0.36%,MCD组1.64,MCD组0.65%,p <0.01)。这些变化与脂肪变性改变无关。噬菌体、抗生素和共壳体实验显示,以Il18bp-/-为特征的特定肠道微生物群与小鼠肝脏炎症和纤维化状态加剧有关。结论sil - 18bp通过维持肠道正常的amp生成和肠道菌群组成来限制MASLD/MASH的进展。影响和意义我们目前强调了以前未知的IL-18BP在肠-肝轴完整性中的保护作用。提高il -18结合蛋白水平(一种临床验证的治疗罕见全身性自身炎症性疾病的选择)不仅对MASLD/MASH患者,而且对出现肠道微生物群失调的患者,都代表了一种新的治疗前景。
{"title":"Interleukin-18 binding protein deficiency results in gut microbiota dysbiosis and aggravated diet-induced MASH in mice","authors":"Emmanuel Somm ,&nbsp;Elodie Perroud ,&nbsp;Yunju Jo ,&nbsp;Karina Lindner ,&nbsp;Frédérique Ino ,&nbsp;Sophie A. Montandon ,&nbsp;Christelle Veyrat-Durebex ,&nbsp;Franck Bontems ,&nbsp;Florian Visentin ,&nbsp;Nadia Gaïa ,&nbsp;Vladimir Lazarevic ,&nbsp;Anne-Claude Gavin ,&nbsp;Jacques Schrenzel ,&nbsp;Dongryeol Ryu ,&nbsp;Karim Gariani ,&nbsp;Cem Gabay ,&nbsp;François R. Jornayvaz","doi":"10.1016/j.jhepr.2025.101629","DOIUrl":"10.1016/j.jhepr.2025.101629","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;Background &amp; Aims&lt;/h3&gt;&lt;div&gt;Metabolic dysfunction-associated steatotic liver disease (MASLD)/metabolic dysfunction-associated steatohepatitis (MASH) are now the most prevalent hepatic disorders worldwide. Growing evidence implicates physiological alterations in the gut–liver axis and gut microbiota dysbiosis in this process. IL-18-binding protein (IL-18BP) forms high affinity complexes with IL-18, thus blocking its interaction with IL-18 receptors.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Methods&lt;/h3&gt;&lt;div&gt;We used high-fat diet (HFD) and methionine choline deficient (MCD) diet to model MASLD/MASH in wild-type (WT) male mice (n = 6–8 mice per group). We also studied antimicrobial peptides (AMPs) production, gut microbiota composition, and liver phenotype in &lt;em&gt;Il18bp&lt;/em&gt;&lt;sup&gt;&lt;em&gt;-/-&lt;/em&gt;&lt;/sup&gt; male mice on both HFD and MCD diets (n = 5–7 mice per group). We manipulated gut microbiota of &lt;em&gt;Il18bp&lt;/em&gt;&lt;sup&gt;&lt;em&gt;-/-&lt;/em&gt;&lt;/sup&gt; and WT male mice through administration of phages, antibiotics, and through co-housing experiments (n = 4–8 mice per group).&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;div&gt;Feeding WT mice with a HFD or an MCD diet led to a decrease in ileal AMPs expressions (respectively, by 63% and 37% for &lt;em&gt;Lyz1&lt;/em&gt;; by 47% and 84% for &lt;em&gt;Ang4&lt;/em&gt;; by 86% and 46% for &lt;em&gt;Pla2g2a&lt;/em&gt;) and an enrichment in gut proteobacteria (respectively, by 7- and 23-fold for α-proteobacteria; by 2.1- and 1.7-fold for δ-proteobacteria; by 14- and 20-fold for γ-proteobacteria) when compared with standard chow diet (&lt;em&gt;p&lt;/em&gt; &lt;0.05). These changes were associated with a reduction in the ileal &lt;em&gt;Il18bp&lt;/em&gt; expression (respectively, by 77% and 46%) in HFD and MCD diet-fed WT mice &lt;em&gt;vs.&lt;/em&gt; chow diet-fed WT mice (&lt;em&gt;p&lt;/em&gt; &lt;0.05). &lt;em&gt;Il18bp&lt;/em&gt;&lt;sup&gt;&lt;em&gt;-/-&lt;/em&gt;&lt;/sup&gt; mice exhibited a decrease in gut AMPs expression and storage (AMP granules area/crypt respectively decreased by 57% and 62.5% in &lt;em&gt;Il18bp&lt;/em&gt;&lt;sup&gt;&lt;em&gt;-/-&lt;/em&gt;&lt;/sup&gt; &lt;em&gt;vs.&lt;/em&gt; WT mice on HFD and MCD diets). Moreover, &lt;em&gt;Clostridium/Turicimonas/Escherichia&lt;/em&gt; bacteria were constitutively over-represented in gut microbiota of &lt;em&gt;Il18bp&lt;/em&gt;&lt;sup&gt;&lt;em&gt;-/-&lt;/em&gt;&lt;/sup&gt; &lt;em&gt;vs.&lt;/em&gt; WT mice in a diet-amplified manner. Compared with WT mice, &lt;em&gt;Il18bp&lt;/em&gt;&lt;sup&gt;&lt;em&gt;-/-&lt;/em&gt;&lt;/sup&gt; mice exhibited increased diet-induced hepatic damage (circulating alanine aminotransferase 84 &lt;em&gt;vs.&lt;/em&gt; 41 U/L on HFD; 1,218 &lt;em&gt;vs.&lt;/em&gt; 738 U/L on MCD diet, &lt;em&gt;p&lt;/em&gt; &lt;0.05), inflammation (liver tumor necrosis factor-alpha content 72 &lt;em&gt;vs.&lt;/em&gt; 35 pg/g protein on HFD; 441 &lt;em&gt;vs.&lt;/em&gt; 169 pg/g protein on MCD diet, &lt;em&gt;p&lt;/em&gt; &lt;0.05), and fibrosis (Sirius red 1.45 &lt;em&gt;vs.&lt;/em&gt; 0.36% on HFD; 1.64 &lt;em&gt;vs.&lt;/em&gt; 0.65% on MCD diet, &lt;em&gt;p&lt;/em&gt; &lt;0.01). These changes occurred independently of steatosis modification. Phages, antibiotic, and co-housing experiments revealed that specific gut microbiota featuring &lt;em&gt;Il18bp&lt;/em&gt;&lt;sup&gt;&lt;em&gt;-/-&lt;/em&gt;&lt;/sup&gt; mice is implicated in their exacerbated liver inflammation and fibro","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 1","pages":"Article 101629"},"PeriodicalIF":7.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145733852","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}
引用次数: 0
HBV X protein regulates cancer stemness and tumor invasiveness through SENP1 in hepatocellular carcinoma 在肝细胞癌中,HBV X蛋白通过SENP1调控肿瘤的干性和肿瘤侵袭性
IF 7.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-01 Epub Date: 2025-10-08 DOI: 10.1016/j.jhepr.2025.101620
Yu-Chih Wu , Yen-Chiao Huang , Yung-Che Kuo , Mai-Huong Thi Ngo , Kam-Fai Lee , Yen-Tseng Sung , Hsiao-Feng Wang , Shin-Lian Doong , Liang-Mou Kuo , Te-Sheng Chang , Yen-Hua Huang

Background & Aims

The niche in hepatocellular carcinoma (HCC) critically influences cancer stem cell (CSC)-associated properties, including stemness, early recurrence, and poor prognoses. HBV infection acts as a niche driver for tumor progression and malignancy. While the HBV X (HBx) protein has been linked to CSC-associated properties, the underlying molecular mechanisms remain unclear.

Methods

Paired tumor and peritumor tissues from 211 patients with HCC were analyzed to correlate SENP1, OCT4, SNAIL, PIN1, and TWIST expression with overall survival (OS) and disease-free survival (DFS) using a Kaplan-Meier survival analysis. Validation was performed using HCC microarray data (n = 167). HBx-SENP1’s role in regulating CSC-associated properties was examined in vitro (stemness expression, sphere formation, CD133+ cells, migration/invasion, and sorafenib sensitivity) and in vivo using an orthotopic xenograft model.

Results

Clinically, SENP1 expression was correlated with OCT4, SNAIL, and TWIST (p <0.001), and was associated with poor OS (69.2 vs. 172.8 months, p <0.001) and DFS (15.8 vs. 39.7 months, p <0.001). SENP1 expression was correlated with gene sets linked to HCC recurrence and embryonic stem cell signatures. In HBV-related HCC, elevated SENP1 (7.8 vs. 15.7 months, p = 0.003), OCT4 (7.8 vs. 16.7 months, p <0.001), SNAIL (8.6 vs. 15.7 months, p = 0.012), and TWIST (8.2 vs. 15.5 months, p = 0.028) were linked to early recurrence. Mechanistically, HBx induced CSC-associated properties through SENP1, including sphere formation, CD133+ cells, migration/invasion, and sorafenib resistance. SENP1-knockdown decreased HBx-induced pulmonary metastases and sorafenib refractoriness in vivo.

Conclusions

HBx-induced SENP1 is critical for CSC properties. SENP1 can serve as a novel biomarker for early recurrence, metastasis, and drug resistance, particularly in HBV-related HCC.

Impact and implications

Early recurrence, tumor metastasis, and drug resistance are significant therapeutic challenges in hepatocellular carcinoma (HCC), which are closely associated with cancer stem cell (CSC)-related properties. In this study, we demonstrated that HBx-induced SENP1 expression regulates CSC-related properties and tumor metastasis, particularly in HBV-related HCC, in clinical, in vitro, and in vivo settings. Findings from this research highlight that HBx-induced SENP1 is crucial for promoting CSC-associated properties in HCC. SENP1 could serve as a novel biomarker of early tumor recurrence and metastasis, especially for HBV-related HCC.
背景和目的肝细胞癌(HCC)的生态位严重影响癌症干细胞(CSC)相关特性,包括干细胞性、早期复发和预后不良。HBV感染是肿瘤进展和恶性肿瘤的利基驱动因素。虽然HBV X (HBx)蛋白与csc相关特性有关,但其潜在的分子机制尚不清楚。方法采用Kaplan-Meier生存分析方法,分析211例HCC患者的肿瘤和肿瘤周围组织中SENP1、OCT4、SNAIL、PIN1和TWIST的表达与总生存期(OS)和无病生存期(DFS)的相关性。使用HCC微阵列数据(n = 167)进行验证。HBx-SENP1在体外(干细胞表达,球体形成,CD133+细胞,迁移/侵袭和索拉非尼敏感性)和体内使用原位异种移植模型中调节csc相关特性的作用。结果临床中,SENP1表达与OCT4、SNAIL和TWIST相关(p <0.001),与不良OS (69.2 vs. 172.8个月,p <0.001)和DFS (15.8 vs. 39.7个月,p <0.001)相关。SENP1的表达与与HCC复发和胚胎干细胞特征相关的基因集相关。在hbv相关的HCC中,SENP1 (7.8 vs. 15.7个月,p = 0.003)、OCT4 (7.8 vs. 16.7个月,p <0.001)、SNAIL (8.6 vs. 15.7个月,p = 0.012)和TWIST (8.2 vs. 15.5个月,p = 0.028)升高与早期复发有关。在机制上,HBx通过SENP1诱导csc相关特性,包括球体形成、CD133+细胞、迁移/侵袭和索拉非尼耐药性。在体内,senp1敲低降低了hbx诱导的肺转移和索拉非尼的难治性。结论shbx诱导的SENP1对CSC的性质至关重要。SENP1可以作为早期复发、转移和耐药的新型生物标志物,特别是在hbv相关的HCC中。影响和启示早期复发、肿瘤转移和耐药是肝细胞癌(HCC)治疗的重大挑战,这些与癌症干细胞(CSC)相关的特性密切相关。在这项研究中,我们证明了在临床、体外和体内环境中,hbx诱导的SENP1表达调节csc相关特性和肿瘤转移,特别是在hbv相关的HCC中。本研究结果强调,hbx诱导的SENP1对于促进HCC中csc相关特性至关重要。SENP1可以作为早期肿瘤复发和转移的一种新的生物标志物,特别是对于hbv相关的HCC。
{"title":"HBV X protein regulates cancer stemness and tumor invasiveness through SENP1 in hepatocellular carcinoma","authors":"Yu-Chih Wu ,&nbsp;Yen-Chiao Huang ,&nbsp;Yung-Che Kuo ,&nbsp;Mai-Huong Thi Ngo ,&nbsp;Kam-Fai Lee ,&nbsp;Yen-Tseng Sung ,&nbsp;Hsiao-Feng Wang ,&nbsp;Shin-Lian Doong ,&nbsp;Liang-Mou Kuo ,&nbsp;Te-Sheng Chang ,&nbsp;Yen-Hua Huang","doi":"10.1016/j.jhepr.2025.101620","DOIUrl":"10.1016/j.jhepr.2025.101620","url":null,"abstract":"<div><h3>Background &amp; Aims</h3><div>The niche in hepatocellular carcinoma (HCC) critically influences cancer stem cell (CSC)-associated properties, including stemness, early recurrence, and poor prognoses. HBV infection acts as a niche driver for tumor progression and malignancy. While the HBV X (HBx) protein has been linked to CSC-associated properties, the underlying molecular mechanisms remain unclear.</div></div><div><h3>Methods</h3><div>Paired tumor and peritumor tissues from 211 patients with HCC were analyzed to correlate <em>SENP1</em>, <em>OCT4</em>, <em>SNAIL</em>, <em>PIN1</em>, and <em>TWIST</em> expression with overall survival (OS) and disease-free survival (DFS) using a Kaplan-Meier survival analysis. Validation was performed using HCC microarray data (n = 167). HBx-SENP1’s role in regulating CSC-associated properties was examined <em>in vitro</em> (stemness expression, sphere formation, CD133<sup>+</sup> cells, migration/invasion, and sorafenib sensitivity) and <em>in vivo</em> using an orthotopic xenograft model.</div></div><div><h3>Results</h3><div>Clinically, SENP1 expression was correlated with OCT4, SNAIL, and TWIST (<em>p &lt;</em>0.001), and was associated with poor OS (69.2 <em>vs.</em> 172.8 months, <em>p</em> &lt;0.001) and DFS (15.8 <em>vs.</em> 39.7 months, <em>p &lt;</em>0.001). SENP1 expression was correlated with gene sets linked to HCC recurrence and embryonic stem cell signatures. In HBV-related HCC, elevated SENP1 (7.8 <em>vs.</em> 15.7 months, <em>p</em> = 0.003), OCT4 (7.8 <em>vs.</em> 16.7 months, <em>p</em> &lt;0.001), SNAIL (8.6 <em>vs.</em> 15.7 months, <em>p</em> = 0.012), and TWIST (8.2 <em>vs.</em> 15.5 months, <em>p</em> = 0.028) were linked to early recurrence. Mechanistically, HBx induced CSC-associated properties through SENP1, including sphere formation, CD133<sup>+</sup> cells, migration/invasion, and sorafenib resistance. SENP1-knockdown decreased HBx-induced pulmonary metastases and sorafenib refractoriness <em>in vivo</em>.</div></div><div><h3>Conclusions</h3><div>HBx-induced SENP1 is critical for CSC properties. SENP1 can serve as a novel biomarker for early recurrence, metastasis, and drug resistance, particularly in HBV-related HCC.</div></div><div><h3>Impact and implications</h3><div>Early recurrence, tumor metastasis, and drug resistance are significant therapeutic challenges in hepatocellular carcinoma (HCC), which are closely associated with cancer stem cell (CSC)-related properties. In this study, we demonstrated that HBx-induced SENP1 expression regulates CSC-related properties and tumor metastasis, particularly in HBV-related HCC, in clinical, <em>in vitro</em>, and <em>in vivo</em> settings. Findings from this research highlight that HBx-induced SENP1 is crucial for promoting CSC-associated properties in HCC. SENP1 could serve as a novel biomarker of early tumor recurrence and metastasis, especially for HBV-related HCC.</div></div>","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 1","pages":"Article 101620"},"PeriodicalIF":7.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145682323","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}
引用次数: 0
Enhanced nuclear localization of small heterodimer partner in metabolic dysfunction-associated steatohepatitis 代谢功能障碍相关脂肪性肝炎中小异二聚体伴侣核定位增强
IF 7.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-01 Epub Date: 2025-10-04 DOI: 10.1016/j.jhepr.2025.101616
Shih-Chieh Chien , Chiung-Yu Chen , Hung-Wen Tsai , Yih-Jyh Lin , Shu-Chu Shiesh , Pin-Nan Cheng , Hung-Chih Chiu , Yen-Cheng Chiu , Ya-Han Lin , Min-Shan Wu , Mei-Juan Zheng , Kung-Chia Young , Yau-Sheng Tsai

Background & Aims

The nuclear factor small heterodimer partner (SHP) plays a dual function in maintaining bile acid (BA) homeostasis and exerting anti-inflammatory effects. While SHP might be associated with metabolic dysfunction-associated steatohepatitis (MASH), its role in patients remains unclear.

Methods

Liver tissue and serum samples were collected from 69 patients with MASH and 10 healthy controls. The subcellular distribution of SHP and related proteins in liver tissue were analyzed to correlate with MASH-associated pathological characteristics. In vitro studies were conducted to elucidate the underlying mechanisms and clinical relevance of SHP nuclear translocation in MASH.

Results

Compared with controls, patients with MASH demonstrated a higher nuclear SHP ratio (51.7% vs. 1.55%, p <0.001), which correlated with the severity of hepatitis and steatosis, but not with serum BA levels. The nuclear SHP ratio increased in parallel with atypical protein kinase C zeta (PKCζ) signal intensity and showed high co-localization with nucleoporin RanBP2. In vitro experiments demonstrated that both toxic fatty acid and inflammatory cytokine could induce SHP nuclear translocation, which was blocked by PKCζ inhibition. SHP knockdown increased basal innate immune activity, accelerated intracellular lipid accumulation, and recapitulated a MASH-like gene profile that facilitates BA accumulation.

Conclusions

Nuclear SHP accumulation is a distinctive feature of MASH pathology. This PKCζ-dependent process may exert anti-inflammation and anti-cholestasis function in patients with MASH.

Impact and implications

The nuclear factor small heterodimer partner (SHP) plays a dual role in maintaining bile acid homeostasis and suppressing inflammation. In patients with metabolic dysfunction-associated steatohepatitis (MASH), we identified a pathological increase in the hepatocellular nuclear SHP ratio, likely triggered by lipid overload and inflammatory stimuli, and dependent on PKCζ activation. SHP knockdown in vitro induced cellular steatosis, innate immune responses, and leading to a cholestatic gene expression profile. These findings highlight SHP as a potential therapeutic target in MASH.
背景与目的核因子小异源二聚体(SHP)在维持胆汁酸(BA)稳态和发挥抗炎作用方面具有双重功能。虽然SHP可能与代谢功能障碍相关性脂肪性肝炎(MASH)有关,但其在患者中的作用尚不清楚。方法收集69例MASH患者和10例健康对照者的银组织和血清标本。分析肝组织中SHP及相关蛋白的亚细胞分布与mash相关病理特征的相关性。体外研究旨在阐明MASH中SHP核易位的潜在机制和临床相关性。结果与对照组相比,MASH患者表现出更高的核SHP比率(51.7% vs. 1.55%, p <0.001),这与肝炎和脂肪变性的严重程度相关,但与血清BA水平无关。核SHP比值与非典型蛋白激酶Cζ (PKCζ)信号强度平行增加,并与核孔蛋白RanBP2高度共定位。体外实验表明,毒性脂肪酸和炎性细胞因子均可诱导SHP核易位,而PKCζ抑制可阻断SHP核易位。SHP敲低增加了基础先天免疫活性,加速了细胞内脂质积累,并重现了促进BA积累的mash样基因谱。结论SHP核积累是MASH病理的显著特征。这种pkc - ζ依赖过程可能在MASH患者中发挥抗炎症和抗胆汁淤积功能。影响和意义核因子小异二聚体伴侣(SHP)在维持胆汁酸稳态和抑制炎症中起双重作用。在代谢功能障碍相关脂肪性肝炎(MASH)患者中,我们发现肝细胞核SHP比率的病理增加,可能由脂质过载和炎症刺激引发,并依赖于PKCζ激活。体外敲低SHP诱导细胞脂肪变性,先天免疫反应,并导致胆汁淤积基因表达谱。这些发现突出了SHP作为MASH的潜在治疗靶点。
{"title":"Enhanced nuclear localization of small heterodimer partner in metabolic dysfunction-associated steatohepatitis","authors":"Shih-Chieh Chien ,&nbsp;Chiung-Yu Chen ,&nbsp;Hung-Wen Tsai ,&nbsp;Yih-Jyh Lin ,&nbsp;Shu-Chu Shiesh ,&nbsp;Pin-Nan Cheng ,&nbsp;Hung-Chih Chiu ,&nbsp;Yen-Cheng Chiu ,&nbsp;Ya-Han Lin ,&nbsp;Min-Shan Wu ,&nbsp;Mei-Juan Zheng ,&nbsp;Kung-Chia Young ,&nbsp;Yau-Sheng Tsai","doi":"10.1016/j.jhepr.2025.101616","DOIUrl":"10.1016/j.jhepr.2025.101616","url":null,"abstract":"<div><h3>Background &amp; Aims</h3><div>The nuclear factor small heterodimer partner (SHP) plays a dual function in maintaining bile acid (BA) homeostasis and exerting anti-inflammatory effects. While SHP might be associated with metabolic dysfunction-associated steatohepatitis (MASH), its role in patients remains unclear.</div></div><div><h3>Methods</h3><div>Liver tissue and serum samples were collected from 69 patients with MASH and 10 healthy controls. The subcellular distribution of SHP and related proteins in liver tissue were analyzed to correlate with MASH-associated pathological characteristics. <em>In vitro</em> studies were conducted to elucidate the underlying mechanisms and clinical relevance of SHP nuclear translocation in MASH.</div></div><div><h3>Results</h3><div>Compared with controls, patients with MASH demonstrated a higher nuclear SHP ratio (51.7% <em>vs.</em> 1.55%, <em>p</em> &lt;0.001), which correlated with the severity of hepatitis and steatosis, but not with serum BA levels. The nuclear SHP ratio increased in parallel with atypical protein kinase C zeta (PKCζ) signal intensity and showed high co-localization with nucleoporin RanBP2. <em>In vitro</em> experiments demonstrated that both toxic fatty acid and inflammatory cytokine could induce SHP nuclear translocation, which was blocked by PKCζ inhibition. <em>SHP</em> knockdown increased basal innate immune activity, accelerated intracellular lipid accumulation, and recapitulated a MASH-like gene profile that facilitates BA accumulation.</div></div><div><h3>Conclusions</h3><div>Nuclear SHP accumulation is a distinctive feature of MASH pathology. This PKCζ-dependent process may exert anti-inflammation and anti-cholestasis function in patients with MASH.</div></div><div><h3>Impact and implications</h3><div>The nuclear factor small heterodimer partner (SHP) plays a dual role in maintaining bile acid homeostasis and suppressing inflammation. In patients with metabolic dysfunction-associated steatohepatitis (MASH), we identified a pathological increase in the hepatocellular nuclear SHP ratio, likely triggered by lipid overload and inflammatory stimuli, and dependent on PKCζ activation. <em>SHP</em> knockdown <em>in vitro</em> induced cellular steatosis, innate immune responses, and leading to a cholestatic gene expression profile. These findings highlight SHP as a potential therapeutic target in MASH.</div></div>","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 1","pages":"Article 101616"},"PeriodicalIF":7.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145682290","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}
引用次数: 0
Liver transplantation for hepatopulmonary syndrome: A systematic review and meta-analysis 肝肺综合征的肝移植:一项系统回顾和荟萃分析
IF 7.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-01 Epub Date: 2025-10-31 DOI: 10.1016/j.jhepr.2025.101659
Maïté Verstraeten , Mattice De Clercq , Hanne De Craemer , Xavier Verhelst , Sander Lefere , Lindsey Devisscher , Anja Geerts , Hans Van Vlierberghe , Michael B. Fallon , Sarah Raevens

Background & Aims

Hepatopulmonary syndrome (HPS) is a severe pulmonary vascular complication of liver disease. Liver transplantation (LT) is the only definitive treatment, yet a contemporary synthesis of LT outcomes in HPS, alongside persisting uncertainties, is lacking.

Methods

We conducted a systematic review and meta-analysis of 22 studies to evaluate HPS prevalence, post-LT survival, and HPS resolution.

Results

Pooled HPS prevalence was 17.2% (11.6–24.7%, n = 1,171 studied patients) among patients with cirrhosis evaluated for LT, 26.1% (18.5–35.5%, n = 629) in patients with portal hypertension evaluated for LT and 21.6% (11.2–37.4%, n = 737) in LT recipients. Under current model for end-stage liver disease (MELD) exception policies, waitlist mortality was 13.1% (0.6–78.5%, n = 1,240 studied patients). Post-LT survival in patients with HPS was comparable to that in patients without HPS and aligned with international benchmarks. Pooled 1-year post-LT survival rates were 85.5% in prospective studies from the pre- and post-MELD era (n = 240 studied patients), 93.9% in the post-MELD era (n = 99), and 83.8% in registry-based studies (n = 800). Pooled estimates for 5-year post-LT survival rates were 85% (n = 144 studied patients), 92.9% (n = 99), and 76% (n = 739), respectively. Lower pre-LT PaO2 correlated with poorer post-LT survival, especially in very severe HPS. HPS resolved after LT in 90.1% (71.7-97.0%, n = 80 studied patients) of patients at 6 months, with complete resolution within 1 year in all patients assessed. Key gaps remain regarding the influence of underlying liver disease on HPS progression, the optimal timing of LT, and factors affecting post-LT recovery.

Conclusions

LT offers substantial survival and clinical benefits for patients with HPS, with high rates of HPS resolution within a year. Patients with very severe HPS warrant closer monitoring, and further research is needed to address unresolved questions regarding disease trajectory and post-transplant outcomes.

Impact and implications

This systematic review and meta-analysis shows that liver transplantation (LT) is an effective treatment for hepatopulmonary syndrome (HPS), resulting in high rates of syndrome resolution and post-transplant survival comparable to patients without HPS. These findings support the continued use of MELD exception policies and underscore the importance of timely referral for LT. While outcomes are generally favorable, patients with very severe HPS may experience worse post-transplant outcomes, highlighting the need for more tailored clinical management. A key unmet need remains in understanding the role of underlying liver disease severity in the natural history of HPS, as well as the optimal timing for LT and factors influencing post-transplant recovery.
目的肝肺综合征(HPS)是肝脏疾病中一种严重的肺血管并发症。肝移植(LT)是唯一确定的治疗方法,但目前缺乏肝移植治疗HPS的综合结果,以及持续的不确定性。方法:我们对22项研究进行了系统回顾和荟萃分析,以评估HPS的患病率、术后生存率和HPS的缓解情况。结果肝硬化肝移植患者的HPS患病率为17.2% (11.6-24.7%,n = 1171例),门脉高压肝移植患者的HPS患病率为26.1% (18.5-35.5%,n = 629),肝移植患者的HPS患病率为21.6% (11.2-37.4%,n = 737)。在目前的终末期肝病(MELD)例外政策模型下,等待名单死亡率为13.1% (0.6-78.5%,n = 1,240例研究患者)。肝移植后HPS患者的生存率与非HPS患者相当,并符合国际基准。在meld前后的前瞻性研究(n = 240例研究患者)中,lt后1年的总生存率为85.5%,在meld后的研究中为93.9% (n = 99),在基于登记的研究中为83.8% (n = 800)。合并估计,肝移植后5年生存率分别为85% (n = 144例)、92.9% (n = 99)和76% (n = 739)。较低的肝移植前PaO2与较差的肝移植后生存相关,特别是在非常严重的HPS中。90.1% (71.7-97.0%, n = 80例研究患者)的HPS在LT后6个月消退,所有被评估患者在1年内完全消退。在潜在肝脏疾病对HPS进展的影响、肝移植的最佳时机以及肝移植后恢复的影响因素方面,仍存在关键空白。结论slt为HPS患者提供了可观的生存和临床益处,HPS在一年内有很高的缓解率。非常严重的HPS患者需要更密切的监测,并且需要进一步的研究来解决有关疾病轨迹和移植后结果的未解决问题。影响和意义本系统综述和荟萃分析表明,肝移植(LT)是肝肺综合征(HPS)的有效治疗方法,其综合征缓解率和移植后生存率与未接受肝肺综合征治疗的患者相当。这些发现支持继续使用MELD例外政策,并强调了及时转诊lt的重要性。虽然结果通常是有利的,但非常严重的HPS患者可能会经历更糟糕的移植后结果,强调需要更有针对性的临床管理。一个关键的未满足的需求仍然是了解潜在的肝脏疾病严重程度在HPS的自然史中的作用,以及肝移植的最佳时机和影响移植后恢复的因素。
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引用次数: 0
Navigating second-line therapy after immunotherapy in advanced HCC☆ 晚期HCC免疫治疗后的二线治疗导航☆
IF 7.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-01 Epub Date: 2025-10-11 DOI: 10.1016/j.jhepr.2025.101630
Arndt Vogel , Anna Saborowski , Lorenza Rimassa , Anthony El-Khoueiry
In recent years, systemic treatment options for hepatocellular carcinoma have expanded significantly, with pivotal phase III trials reporting unprecedented improvements in survival and response outcomes. However, these advances have largely focused on first-line strategies, challenging existing treatment sequences and raising questions about the optimal therapeutic approach following disease progression. Several therapeutic options are available in second and later lines — including immunotherapies, tyrosine kinase inhibitors, and local therapies — but so far comprehensive head-to-head comparisons to establish the ideal treatment sequence are lacking. Consequently, most evidence guiding second-line therapy has been derived from post hoc analyses, real-world data, and select prospective studies, primarily based on phase II designs. In clinical practice, treatment decisions integrate this evolving evidence base with patient-specific factors such as prior treatment response, liver function, and performance status, often within the constraints of regulatory and accessibility considerations. Ongoing research is investigating novel approaches, including the continuation of immunotherapy following progression, the application of CAR T cells, and targeted treatments against specific markers like fibroblast growth factor 19 and glypican-3. This review summarises the current evidence for second-line and subsequent therapies, explores key considerations in treatment sequencing, and highlights emerging strategies that may further refine the therapeutic landscape for hepatocellular carcinoma.
近年来,肝细胞癌的全身治疗选择已经显著扩大,关键的III期试验报告了生存和反应结果的前所未有的改善。然而,这些进展主要集中在一线策略上,挑战了现有的治疗顺序,并对疾病进展后的最佳治疗方法提出了疑问。在二线和二线之后,有几种治疗方案可供选择,包括免疫疗法、酪氨酸激酶抑制剂和局部疗法,但到目前为止,还缺乏全面的头对头比较来建立理想的治疗顺序。因此,指导二线治疗的大多数证据来自事后分析、真实数据和选择性前瞻性研究,主要基于II期设计。在临床实践中,治疗决策通常在监管和可及性考虑的约束下,将这些不断发展的证据基础与患者特异性因素(如既往治疗反应、肝功能和表现状态)相结合。正在进行的研究正在探索新的方法,包括进展后继续免疫治疗,CAR - T细胞的应用,以及针对特定标记物(如成纤维细胞生长因子19和glypican-3)的靶向治疗。本综述总结了目前二线和后续治疗的证据,探讨了治疗顺序的关键考虑因素,并强调了可能进一步完善肝细胞癌治疗前景的新兴策略。
{"title":"Navigating second-line therapy after immunotherapy in advanced HCC☆","authors":"Arndt Vogel ,&nbsp;Anna Saborowski ,&nbsp;Lorenza Rimassa ,&nbsp;Anthony El-Khoueiry","doi":"10.1016/j.jhepr.2025.101630","DOIUrl":"10.1016/j.jhepr.2025.101630","url":null,"abstract":"<div><div>In recent years, systemic treatment options for hepatocellular carcinoma have expanded significantly, with pivotal phase III trials reporting unprecedented improvements in survival and response outcomes. However, these advances have largely focused on first-line strategies, challenging existing treatment sequences and raising questions about the optimal therapeutic approach following disease progression. Several therapeutic options are available in second and later lines — including immunotherapies, tyrosine kinase inhibitors, and local therapies — but so far comprehensive head-to-head comparisons to establish the ideal treatment sequence are lacking. Consequently, most evidence guiding second-line therapy has been derived from <em>post hoc</em> analyses, real-world data, and select prospective studies, primarily based on phase II designs. In clinical practice, treatment decisions integrate this evolving evidence base with patient-specific factors such as prior treatment response, liver function, and performance status, often within the constraints of regulatory and accessibility considerations. Ongoing research is investigating novel approaches, including the continuation of immunotherapy following progression, the application of CAR T cells, and targeted treatments against specific markers like fibroblast growth factor 19 and glypican-3. This review summarises the current evidence for second-line and subsequent therapies, explores key considerations in treatment sequencing, and highlights emerging strategies that may further refine the therapeutic landscape for hepatocellular carcinoma.</div></div>","PeriodicalId":14764,"journal":{"name":"JHEP Reports","volume":"8 1","pages":"Article 101630"},"PeriodicalIF":7.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145786930","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}
引用次数: 0
Liver transplantation for HCC with macrovascular invasion: A systematic review and meta-analysis of observational studies 肝移植治疗肝细胞癌伴大血管侵犯:观察性研究的系统回顾和荟萃分析
IF 7.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-01 Epub Date: 2025-08-28 DOI: 10.1016/j.jhepr.2025.101566
Farah Ladak , Christian Tibor Josef Magyar , Felipe D. Gaviria , Woo Jin Choi , Anudari Zorigtbaatar , Roxana Bucur , Nadia Rukavina , Arndt Vogel , Grainne Mary O’Kane , Zhihao Li , Marina Englesakis , Gonzalo Sapisochin

Background & Aims

Traditional guidelines discourage liver transplantation (LT) in patients with hepatocellular carcinoma (HCC) with macrovascular invasion (MVI). However, emerging evidence suggests that long-term survival is possible when LT is preceded by downstaging therapies. Thus, a pooled analysis of time-dependent risk factor effect size on overall survival (OS) is warranted to determine the effect size of MVI, estimate risk mitigation through downstaging, and design future trials.

Methods

MEDLINE, EMBASE, Cochrane Database of Systematic Reviews, and the Cochrane Register were systematically searched from their inception to 24 January 2023. Studies with comparative oncological outcome data between patients with HCC and MVI (MVI group) and HCC patients without MVI (non-MVI group) were included. Frequentist pairwise meta-analysis (random-effects model) was performed for primary outcomes of OS and recurrence-free survival (RFS) at 5 years. Only studies with adjusted effect estimates were considered for analysis.

Results

In total, 10 studies were included in this systematic review and meta-analysis, contributing 15,899 patients. Seven studies included deceased donor LT, and four studies included living donor LT. In the quantitative analysis of studies reporting adjusted effect estimates, presence of MVI was associated with lower 5-year OS (hazard ratio (HR) 2.03; 95% CI 1.60–2.57; p <0.001; I2 = 55%; p = 0.05) and 5-year RFS (HR 2.55; 95% CI 1.69–3.85; p <0.001; I2 = 87%; p <0.01). When downstaging was uniformly applied, no statistically significant difference for 5-year OS was observed between the MVI group and non-MVI group (HR 1.55; 95% CI 0.88–2.73; p =0.129; I2 = 46%; p = 0.17).

Conclusions

Effective downstaging in carefully selected patients with HCC with MVI could achieve survival outcomes approaching those of patients without MVI. Further studies are essential to validate these findings and to clarify which downstaging approaches and tumor characteristics are most likely to confer a transplant benefit.

Impact and implications

This meta-analysis provides the first pooled HRs for the effect of MVI on LT outcomes, emphasizing the potential for downstaging therapies to mitigate poor prognosis in HCC. The findings advocate for redefining LT eligibility criteria to incorporate successful downstaging protocols, potentially expanding treatment options for advanced HCC. These insights underline the need for standardized downstaging protocols and prospective trials to optimize patient selection and outcomes globally for LT.
背景:传统指南不鼓励肝细胞癌(HCC)伴大血管侵袭(MVI)患者进行肝移植(LT)。然而,新出现的证据表明,如果在肝移植之前进行降期治疗,长期生存是可能的。因此,有必要对与时间相关的风险因素对总生存期(OS)的效应大小进行汇总分析,以确定MVI的效应大小,通过降低分期来估计风险缓解,并设计未来的试验。方法系统检索medline、EMBASE、Cochrane系统评价数据库和Cochrane Register自成立至2023年1月24日的文献。纳入了HCC合并MVI患者(MVI组)和HCC无MVI患者(非MVI组)的比较肿瘤预后数据的研究。对主要终点OS和5年无复发生存期(RFS)进行了Frequentist成对荟萃分析(随机效应模型)。仅考虑具有调整效应估计的研究进行分析。结果本次系统评价和荟萃分析共纳入10项研究,15899例患者。7项研究纳入了已故供者LT, 4项研究纳入了活体供者LT。在报告调整效应估计的研究的定量分析中,MVI的存在与较低的5年OS相关(风险比(HR) 2.03;95% ci 1.60-2.57;p & lt; 0.001;I2 = 55%;p = 0.05)和5年RFS (HR 2.55; 95% CI 1.69-3.85; p <0.001; I2 = 87%; p <0.01)。当降低分期时,MVI组与非MVI组的5年OS无统计学差异(HR 1.55; 95% CI 0.88-2.73; p =0.129; I2 = 46%; p = 0.17)。结论在精心挑选的肝癌伴MVI患者中,有效降低分期可获得接近无MVI患者的生存结果。进一步的研究是必要的,以验证这些发现,并澄清哪种降分期方法和肿瘤特征最有可能带来移植益处。影响和意义本荟萃分析首次汇总了MVI对肝移植结果影响的hr,强调了降低肝癌分期治疗以减轻预后不良的潜力。研究结果主张重新定义肝移植的资格标准,以纳入成功的降分期方案,潜在地扩大晚期HCC的治疗选择。这些见解强调了标准化降低分期方案和前瞻性试验的必要性,以优化全球LT患者的选择和结果。
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引用次数: 0
PNPLA3 and TM6SF2 exacerbate the impact of alcohol and metabolic dysfunction on liver fibrosis PNPLA3和TM6SF2加重酒精和代谢功能障碍对肝纤维化的影响
IF 7.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-01 Epub Date: 2025-10-30 DOI: 10.1016/j.jhepr.2025.101649
Sophie Gensluckner , Helle Lindholm Schnefeld , Jan Embacher , Camilla Dalby Hansen , Lorenz Balcar , Katrine Tholstrup Bech , Paul Thöne , Nikolaj Torp , Bernhard Wernly , Laura Maarit Pikkupeura , Stephan Zandanell , Christian Datz , Michael Strasser , Mads Israelsen , Mattias Mandorfer , Torben Hansen , Aleksander Krag , Elmar Aigner , Maja Thiele , Georg Semmler

Background & Aims

Genetic predisposition (especially variants in PNPLA3 and TM6SF2), metabolic dysfunction, and alcohol consumption are established risk factors for steatotic liver disease (SLD) and progression of fibrosis. However, the clinical relevance of their interaction and its implications for patient management remain unclear.

Methods

We cross-sectionally analyzed data from two cohorts: patients referred to tertiary liver care (N = 1,554) and individuals at risk for SLD (N = 1,728). Multivariable regression models with and without interaction terms were used to assess the independent and interactive effects of genetic risk variants, metabolic dysfunction (HOMA-IR, BMI), and alcohol intake on liver fibrosis severity as assessed by liver stiffness measurement (LSM).

Results

Mean age was 52 and 56 years in the Tertiary-care cohort and the At-risk cohort, respectively. Most participants were male, 23% and 53% suffered from obesity, and 39% and 58% were categorized as insulin resistant, respectively. Median LSM was 5.5 kPa and 4.7 kPa, with 21% and 9.6% having LSM ≥8 kPa, respectively. In total, 48% and 44% carried at least one PNPLA3 G-allele (C/G or G/G), and 18% and 15% the TM6SF2 T-allele (C/T or T/T), respectively. In multivariable regression without interaction terms, LSM was associated with HOMA-IR, alcohol consumption, BMI (At-risk cohort), PNPLA3 and TM6SF2. However, when allowing for interactions, the independent effects of genetic risk variants disappeared. Instead, PNPLA3 potentiated the association of HOMA-IR (p <0.001/p = 0.016) and severe alcohol consumption (p <0.001/p = 0.093) with LSM. TM6SF2 amplified the effect of BMI (p = 0.006) and severe alcohol consumption (p <0.001) on LSM in the Tertiary-care-cohort.

Conclusions

Our findings indicate that PNPLA3 and TM6SF2 variants do not act as independent determinants of liver fibrosis once gene–environment interactions are considered. Instead, they amplify the harmful effects of metabolic dysfunction and alcohol consumption in individuals evaluated for SLD, creating a synergistic risk profile.

Impact and implications

Our findings indicate that fibrosis progression in steatotic liver disease is mediated by an interaction of environmental risk factors (obesity, insulin resistance, alcohol consumption) and genetic risk variants, such as PNPLA3 and TM6SF2, but not by genetic variants alone. This highlights the importance of acknowledging these gene–environment interactions for patient counselling and risk stratification.
背景和目的遗传易感性(尤其是PNPLA3和TM6SF2的变异)、代谢功能障碍和饮酒是脂肪变性肝病(SLD)和纤维化进展的已知危险因素。然而,它们相互作用的临床相关性及其对患者管理的影响仍不清楚。方法:我们横断面分析两组数据:接受三级肝脏护理的患者(N = 1554)和有SLD风险的个体(N = 1728)。采用有或无相互作用项的多变量回归模型来评估遗传风险变异、代谢功能障碍(HOMA-IR、BMI)和酒精摄入量对肝纤维化严重程度的独立和相互作用,肝硬度测量(LSM)评估。结果三级护理组和高危组的平均年龄分别为52岁和56岁。大多数参与者是男性,23%和53%的人患有肥胖症,39%和58%的人被归类为胰岛素抵抗。中位LSM为5.5 kPa和4.7 kPa, LSM≥8 kPa分别占21%和9.6%。总共有48%和44%的人携带至少一个PNPLA3 G等位基因(C/G或G/G), 18%和15%的人携带TM6SF2 T等位基因(C/T或T/T)。在无相互作用项的多变量回归中,LSM与HOMA-IR、饮酒、BMI(高危队列)、PNPLA3和TM6SF2相关。然而,当考虑到相互作用时,遗传风险变异的独立影响就消失了。相反,PNPLA3增强了HOMA-IR (p <0.001/p = 0.016)和重度饮酒(p <0.001/p = 0.093)与LSM的关联。TM6SF2放大了BMI (p = 0.006)和重度饮酒(p <0.001)对三级护理队列中LSM的影响。结论我们的研究结果表明,一旦考虑基因与环境的相互作用,PNPLA3和TM6SF2变异并不是肝纤维化的独立决定因素。相反,它们放大了被评估为SLD的个体中代谢功能障碍和饮酒的有害影响,形成了一个协同风险概况。研究结果表明,脂肪变性肝病的纤维化进展是由环境风险因素(肥胖、胰岛素抵抗、饮酒)和遗传风险变异(如PNPLA3和TM6SF2)的相互作用介导的,但不是由遗传变异单独介导的。这突出了承认这些基因-环境相互作用对患者咨询和风险分层的重要性。
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引用次数: 0
Acknowledging our reviewers 感谢我们的审稿人
IF 7.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-01 Epub Date: 2026-01-12 DOI: 10.1016/j.jhepr.2025.101632
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引用次数: 0
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JHEP Reports
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