首页 > 最新文献

Journal of Hepatocellular Carcinoma最新文献

英文 中文
Exploration of the Mechanism of Action of Dendrobium officinale in the Treatment of Liver Cancer Based on Network Pharmacology, Molecular Docking and in vitro Validation. 基于网络药理学、分子对接及体外验证的铁皮石斛治疗肝癌的作用机制探索。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-08-28 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S527095
Shuimeng Zhan, Xinyan Lu, Hongyan Guo, Yang Liu, Zhi Li, Wei Xu, Fang Xia, Huanjun Tang, Yi Tian, Jing Chen, Xuan Lin

Purpose: The anti-tumor effects of Dendrobium officinale, as a medicinal and dietary Chinese medicine, have long been documented. However, the mechanism of action for its therapeutic effect has not been fully elucidated.

Methods: The chemical constituents of Dendrobium officinale were screened using PubMed, CNKI, and Wanfang databases. Swiss Target Prediction was used to predict ingredient targets, while liver cancer targets were obtained from multiple databases. Venny 2.1.0 software identified intersection genes between the drug and disease, and a Protein-Protein Interaction (PPI) network was constructed. The DAVID database was used for Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis. Following this, the compound molecules were docked onto the core targets, and a visual analysis was conducted. The network pharmacology results were experimentally validated through in vitro studies with HepG2 cells.

Results: The study identified 17 core components and 374 ingredient targets, with 1,249 disease targets collected from databases, yielding 50 overlapping targets. GO analysis revealed 284 Biological Process (BP) terms, 38 Cellular Component (CC) terms, and 75 Molecular Function (MF) terms. KEGG enrichment highlighted key pathways, including Pathways in cancer, PI3K-AKT signaling, Prostate cancer, and Proteoglycans in cancer. Molecular docking showed strong activity of Butin, Skimmin, and N-p-Coumaroyltyramine with core targets AKT1, EGFR, and CCND1. In vitro experiments demonstrated that Dendrobium officinale aqueous extracts significantly inhibited HepG2 cell proliferation. Western blotting analysis further revealed that the extracts downregulated the expression levels of p-PI3K, PI3K, AKT1, EGFR, and CCND1 proteins.

Conclusion: The key active components of Dendrobium officinale in treating liver cancer include butin, skimmin, and N-p-coumaroyltyramine, etc. The specific mechanism of action may be related to the modulation of targets such as p-PI3K/PI3K, AKT1, EGFR, and CCND1, and signaling pathways such as PI3K-Akt.

目的:铁皮石斛作为一种药用和食疗中药,其抗肿瘤作用早已被证实。然而,其治疗作用的机制尚未完全阐明。方法:利用PubMed、CNKI和万方数据库对铁皮石斛的化学成分进行筛选。Swiss Target Prediction用于预测成分靶标,而肝癌靶标则来自多个数据库。Venny 2.1.0软件识别药物与疾病的交叉基因,构建蛋白-蛋白相互作用(Protein-Protein Interaction, PPI)网络。DAVID数据库用于基因本体(GO)和京都基因与基因组百科全书(KEGG)途径富集分析。在此之后,化合物分子被停靠在核心目标上,并进行了视觉分析。通过HepG2细胞体外实验验证了网络药理学结果。结果:鉴定出17个核心成分和374个成分靶点,从数据库中收集到1249个疾病靶点,产生50个重叠靶点。GO分析发现284个生物过程(BP)术语,38个细胞成分(CC)术语和75个分子功能(MF)术语。KEGG富集突出了关键通路,包括癌症通路、PI3K-AKT信号通路、前列腺癌通路和癌症中的蛋白聚糖。分子对接显示Butin、Skimmin和n -p- coumaroyylyramine与核心靶点AKT1、EGFR和CCND1具有很强的活性。体外实验表明,铁皮石斛水提物明显抑制HepG2细胞增殖。Western blotting分析进一步发现,提取物下调了p-PI3K、PI3K、AKT1、EGFR和CCND1蛋白的表达水平。结论:铁皮石斛治疗肝癌的关键有效成分有丁酮、脱脂蛋白、n -对- coumaroyyyramine等。其具体作用机制可能与调节p-PI3K/PI3K、AKT1、EGFR和CCND1等靶点以及PI3K- akt等信号通路有关。
{"title":"Exploration of the Mechanism of Action of <i>Dendrobium officinale</i> in the Treatment of Liver Cancer Based on Network Pharmacology, Molecular Docking and in vitro Validation.","authors":"Shuimeng Zhan, Xinyan Lu, Hongyan Guo, Yang Liu, Zhi Li, Wei Xu, Fang Xia, Huanjun Tang, Yi Tian, Jing Chen, Xuan Lin","doi":"10.2147/JHC.S527095","DOIUrl":"10.2147/JHC.S527095","url":null,"abstract":"<p><strong>Purpose: </strong>The anti-tumor effects of <i>Dendrobium officinale</i>, as a medicinal and dietary Chinese medicine, have long been documented. However, the mechanism of action for its therapeutic effect has not been fully elucidated.</p><p><strong>Methods: </strong>The chemical constituents of <i>Dendrobium officinale</i> were screened using PubMed, CNKI, and Wanfang databases. Swiss Target Prediction was used to predict ingredient targets, while liver cancer targets were obtained from multiple databases. Venny 2.1.0 software identified intersection genes between the drug and disease, and a Protein-Protein Interaction (PPI) network was constructed. The DAVID database was used for Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis. Following this, the compound molecules were docked onto the core targets, and a visual analysis was conducted. The network pharmacology results were experimentally validated through in vitro studies with HepG2 cells.</p><p><strong>Results: </strong>The study identified 17 core components and 374 ingredient targets, with 1,249 disease targets collected from databases, yielding 50 overlapping targets. GO analysis revealed 284 Biological Process (BP) terms, 38 Cellular Component (CC) terms, and 75 Molecular Function (MF) terms. KEGG enrichment highlighted key pathways, including Pathways in cancer, PI3K-AKT signaling, Prostate cancer, and Proteoglycans in cancer. Molecular docking showed strong activity of Butin, Skimmin, and N-p-Coumaroyltyramine with core targets AKT1, EGFR, and CCND1. In vitro experiments demonstrated that <i>Dendrobium officinale</i> aqueous extracts significantly inhibited HepG2 cell proliferation. Western blotting analysis further revealed that the extracts downregulated the expression levels of p-PI3K, PI3K, AKT1, EGFR, and CCND1 proteins.</p><p><strong>Conclusion: </strong>The key active components of <i>Dendrobium officinale</i> in treating liver cancer include butin, skimmin, and N-p-coumaroyltyramine, etc. The specific mechanism of action may be related to the modulation of targets such as p-PI3K/PI3K, AKT1, EGFR, and CCND1, and signaling pathways such as PI3K-Akt.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"1973-1990"},"PeriodicalIF":3.4,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12402425/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144992610","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multiparametric MRI-Based Machine Learning Radiomics Prognostic Models for Multifocal Hepatocellular Carcinoma Beyond Milan Criteria: A Retrospective Study. 超过米兰标准的多灶性肝细胞癌的多参数mri机器学习放射组学预后模型:一项回顾性研究。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-08-28 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S528391
Xinyue Liang, Fei Wu, Xinde Zheng, Yuyao Xiao, Chun Yang, Mengsu Zeng

Purpose: To develop machine learning radiomics models for preoperative risk stratification of multifocal hepatocellular carcinoma (MHCC) beyond Milan criteria.

Methods: Patients with pathologically proven MHCC beyond Milan criteria between January 2015 and January 2019 were retrospectively included. Radiomic features were extracted from tumor, peritumor, and tumor-peritumor regions using multiparametric MRI (mpMRI). An unsupervised spectral clustering algorithm was used to identify radiomics-based patient subtypes. Radiomics risk scores (RRS) for overall survival (OS) and recurrence-free survival (RFS) were generated using supervised extreme gradient boosting (XGBoost)-LASSO Cox proportional hazard regression analysis. The Concordance index (C-Index) was used to evaluate the model performance in the training and validation sets.

Results: A total of 156 patients were divided into training (n = 78) and validation (n = 78) groups. Two distinct unsupervised subtypes were identified using spectral clustering, and subtype B was associated with worse OS and poor RFS. Incorporating radiomics predictors into the conventional preoperative clinical-radiological features improved the OS prediction performance (training set: from 0.616 to 0.712; validation set: from 0.522 to 0.710), and RFS prediction (training set: from 0.653 to 0.735; validation set: from 0.574 to 0.698). The combined models showed good predictive performance for 5-year OS (AUC, 0.77) and RFS (AUC, 0.81) in the training set and for 5-year OS (AUC, 0.75) and RFS (AUC, 0.76) in the validation set.

Conclusion: Two preoperative models combining mpMRI-based clinico-radiological and radiomics predictors effectively predicted outcomes for patients with MHCC beyond the Milan criteria.

目的:建立机器学习放射组学模型,用于超出米兰标准的多灶性肝细胞癌(MHCC)的术前风险分层。方法:回顾性纳入2015年1月至2019年1月期间病理证实超出米兰标准的MHCC患者。使用多参数MRI (mpMRI)提取肿瘤、肿瘤周围和肿瘤-肿瘤周围区域的放射学特征。采用无监督谱聚类算法识别基于放射组学的患者亚型。采用监督极端梯度增强(XGBoost)-LASSO Cox比例风险回归分析生成总生存期(OS)和无复发生存期(RFS)的放射组学风险评分(RRS)。使用一致性指数(C-Index)来评估模型在训练集和验证集上的性能。结果:156例患者被分为训练组(n = 78)和验证组(n = 78)。使用谱聚类确定了两种不同的无监督亚型,亚型B与较差的OS和较差的RFS相关。将放射组学预测因子纳入常规术前临床放射学特征,提高了OS预测性能(训练集:从0.616到0.712;验证集:从0.522到0.710)和RFS预测(训练集:从0.653到0.735;验证集:从0.574到0.698)。联合模型对训练集的5年OS (AUC, 0.77)和RFS (AUC, 0.81)以及验证集的5年OS (AUC, 0.75)和RFS (AUC, 0.76)具有良好的预测性能。结论:两种术前模型结合了基于mpmri的临床放射学和放射组学预测因子,有效地预测了超出米兰标准的MHCC患者的预后。
{"title":"Multiparametric MRI-Based Machine Learning Radiomics Prognostic Models for Multifocal Hepatocellular Carcinoma Beyond Milan Criteria: A Retrospective Study.","authors":"Xinyue Liang, Fei Wu, Xinde Zheng, Yuyao Xiao, Chun Yang, Mengsu Zeng","doi":"10.2147/JHC.S528391","DOIUrl":"10.2147/JHC.S528391","url":null,"abstract":"<p><strong>Purpose: </strong>To develop machine learning radiomics models for preoperative risk stratification of multifocal hepatocellular carcinoma (MHCC) beyond Milan criteria.</p><p><strong>Methods: </strong>Patients with pathologically proven MHCC beyond Milan criteria between January 2015 and January 2019 were retrospectively included. Radiomic features were extracted from tumor, peritumor, and tumor-peritumor regions using multiparametric MRI (mpMRI). An unsupervised spectral clustering algorithm was used to identify radiomics-based patient subtypes. Radiomics risk scores (RRS) for overall survival (OS) and recurrence-free survival (RFS) were generated using supervised extreme gradient boosting (XGBoost)-LASSO Cox proportional hazard regression analysis. The Concordance index (C-Index) was used to evaluate the model performance in the training and validation sets.</p><p><strong>Results: </strong>A total of 156 patients were divided into training (n = 78) and validation (n = 78) groups. Two distinct unsupervised subtypes were identified using spectral clustering, and subtype B was associated with worse OS and poor RFS. Incorporating radiomics predictors into the conventional preoperative clinical-radiological features improved the OS prediction performance (training set: from 0.616 to 0.712; validation set: from 0.522 to 0.710), and RFS prediction (training set: from 0.653 to 0.735; validation set: from 0.574 to 0.698). The combined models showed good predictive performance for 5-year OS (AUC, 0.77) and RFS (AUC, 0.81) in the training set and for 5-year OS (AUC, 0.75) and RFS (AUC, 0.76) in the validation set.</p><p><strong>Conclusion: </strong>Two preoperative models combining mpMRI-based clinico-radiological and radiomics predictors effectively predicted outcomes for patients with MHCC beyond the Milan criteria.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"1957-1972"},"PeriodicalIF":3.4,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12401053/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144992607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy and Safety Analysis of Transarterial Chemoembolization Combined with Sintilimab Plus Bevacizumab Biosimilar in the Treatment of Unresectable Hepatocellular Carcinoma. 经动脉化疗栓塞联合辛替单抗+贝伐单抗生物类似药治疗不可切除肝癌的疗效和安全性分析。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-08-27 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S536381
Huixia Qin, Kaiwen Jiang, Chengyuan Liu, Hesheng Lin, Jing Xia, Houxiang Ya, Jing Gu, Liya Suo, Bo Li, Xin Deng, Dejie Wang, Xiaowang Huang, Shuqun Li

Background: Transarterial chemoembolization (TACE) remains a cornerstone for unresectable hepatocellular carcinoma (uHCC) but is limited by tumor progression. Combining TACE with systemic therapies may enhance efficacy. Notably, sintilimab combined with bevacizumab biosimilar has shown synergistic effects in tumor control and has been incorporated into the first-line treatment regimen in China. This study evaluates the therapeutic efficacy and safety of TACE combined with sintilimab and bevacizumab biosimilar in patients with uHCC.

Methods: This retrospective cohort study analyzed 76 uHCC patients who received TACE plus sintilimab-bevacizumab biosimilar at the First Affiliated Hospital of Guilin Medical University between September 2020 and March 2024, with follow-up continuing until March 31, 2025. The primary outcomes, overall survival (OS) and progression-free survival (PFS), were evaluated through Kaplan-Meier survival analysis. Independent risk factors for OS and PFS were evaluated using both univariate and multivariate analyses. Secondary outcomes comprised objective response rate (ORR), disease control rate (DCR), and treatment-related adverse events (tr-AEs).

Results: The study cohort comprised 76 patients meeting predefined eligibility criteria, achieving median OS of 23.2 months and median PFS of 14.5 months. Tumor response was assessed per mRECIST criteria, demonstrating an ORR of 59.2% and DCR of 81.6%. Multivariable analysis confirmed the modified albumin-bilirubin (mALBI) grade 3, alpha-fetoprotein (AFP) level, and macrovascular invasion as independent risk factors for OS and PFS (all P<0.05). All tr-AEs were manageable, with no fatal events reported.

Conclusion: TACE combined with sintilimab and bevacizumab biosimilar demonstrated favorable efficacy and manageable safety in patients with uHCC.

背景:经动脉化疗栓塞(TACE)仍然是不可切除肝细胞癌(uHCC)的基石,但受肿瘤进展的限制。TACE联合全身治疗可提高疗效。值得注意的是,sintilimab联合贝伐单抗生物仿制药在肿瘤控制方面显示出协同效应,并已在中国纳入一线治疗方案。本研究评价TACE联合辛替单抗和贝伐单抗生物类似药治疗uHCC患者的疗效和安全性。方法:本回顾性队列研究分析了2020年9月至2024年3月在桂林医科大学第一附属医院接受TACE联合西替利单抗-贝伐单抗生物仿制药的76例uHCC患者,随访至2025年3月31日。通过Kaplan-Meier生存分析评估主要结局,总生存期(OS)和无进展生存期(PFS)。采用单因素和多因素分析评估OS和PFS的独立危险因素。次要结局包括客观缓解率(ORR)、疾病控制率(DCR)和治疗相关不良事件(tr- ae)。结果:研究队列包括76例符合预定义资格标准的患者,中位OS为23.2个月,中位PFS为14.5个月。根据mRECIST标准评估肿瘤反应,ORR为59.2%,DCR为81.6%。多变量分析证实,改良白蛋白-胆红素(mALBI) 3级、甲胎蛋白(AFP)水平和大血管侵袭是OS和PFS的独立危险因素(均为PFS)。结论:TACE联合sintilmab和贝伐单抗生物类似药在uHCC患者中具有良好的疗效和可控的安全性。
{"title":"Efficacy and Safety Analysis of Transarterial Chemoembolization Combined with Sintilimab Plus Bevacizumab Biosimilar in the Treatment of Unresectable Hepatocellular Carcinoma.","authors":"Huixia Qin, Kaiwen Jiang, Chengyuan Liu, Hesheng Lin, Jing Xia, Houxiang Ya, Jing Gu, Liya Suo, Bo Li, Xin Deng, Dejie Wang, Xiaowang Huang, Shuqun Li","doi":"10.2147/JHC.S536381","DOIUrl":"10.2147/JHC.S536381","url":null,"abstract":"<p><strong>Background: </strong>Transarterial chemoembolization (TACE) remains a cornerstone for unresectable hepatocellular carcinoma (uHCC) but is limited by tumor progression. Combining TACE with systemic therapies may enhance efficacy. Notably, sintilimab combined with bevacizumab biosimilar has shown synergistic effects in tumor control and has been incorporated into the first-line treatment regimen in China. This study evaluates the therapeutic efficacy and safety of TACE combined with sintilimab and bevacizumab biosimilar in patients with uHCC.</p><p><strong>Methods: </strong>This retrospective cohort study analyzed 76 uHCC patients who received TACE plus sintilimab-bevacizumab biosimilar at the First Affiliated Hospital of Guilin Medical University between September 2020 and March 2024, with follow-up continuing until March 31, 2025. The primary outcomes, overall survival (OS) and progression-free survival (PFS), were evaluated through Kaplan-Meier survival analysis. Independent risk factors for OS and PFS were evaluated using both univariate and multivariate analyses. Secondary outcomes comprised objective response rate (ORR), disease control rate (DCR), and treatment-related adverse events (tr-AEs).</p><p><strong>Results: </strong>The study cohort comprised 76 patients meeting predefined eligibility criteria, achieving median OS of 23.2 months and median PFS of 14.5 months. Tumor response was assessed per mRECIST criteria, demonstrating an ORR of 59.2% and DCR of 81.6%. Multivariable analysis confirmed the modified albumin-bilirubin (mALBI) grade 3, alpha-fetoprotein (AFP) level, and macrovascular invasion as independent risk factors for OS and PFS (all P<0.05). All tr-AEs were manageable, with no fatal events reported.</p><p><strong>Conclusion: </strong>TACE combined with sintilimab and bevacizumab biosimilar demonstrated favorable efficacy and manageable safety in patients with uHCC.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"1943-1955"},"PeriodicalIF":3.4,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12399853/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144992578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Screening Candidates for Conversion Therapy in Unresectable Hepatocellular Carcinoma Patients After Tyrosine Kinase Inhibitor Plus PD-1/PD-L1 Antibody Therapy: A Multicenter Retrospective Study. 筛选不可切除肝癌患者酪氨酸激酶抑制剂加PD-1/PD-L1抗体治疗后转化治疗的候选药物:一项多中心回顾性研究
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-08-25 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S523476
Zhe Jin, Xueyan Li, Ling Lv, Bin Zhang, Xiao Ma, Siqin Chen, Jingjing You, Xuewei Wu, Liaoyuan Wang, Xin Liu, Fei Wang, Xiaoming Chen, Lijuan Yu, Shuixing Zhang, Lu Zhang

Background: Conversion therapies after immune checkpoint inhibitors (ICIs) plus tyrosine-kinase inhibitors (TKIs) provide curative surgery chance and prolong survival for unresectable hepatocellular carcinoma (uHCC). However, only some patients have the opportunity to receive conversion therapies. To this end, we aimed to develop and validate a machine-learning model to identify patients who may have the chance to undergo conversion therapy.

Methods: This retrospective cohort study included 443 patients with uHCC who received ICIs and TKIs from four centers. Variables were analyzed using univariate and multivariate logistic regression to identify independent indicators of conversion therapy. The Gradient Boosting Machine (GBM) algorithm was used to develop and validate model, and the Shapley additive explanation algorithm was used to mechanically explain the prediction of the model.

Results: Overall, 84 (19%) patients underwent conversion therapy, and their prognosis were significantly longer than those did not (P < 0.05). CA125 level, pre-TKI therapy, pre-antiviral therapy, lymph node metastasis status, and number of intrahepatic lesions were identified as indicators of conversion therapy. The GBM-based combined model outperformed the BCLC classification (P < 0.05), yielding an AUC of 0.76 and 0.74 in the training and external validation cohorts, respectively. Survival analyses indicated that patients who underwent surgery as conversion therapy had a better prognosis than those who underwent ablation therapy (P < 0.05).

Conclusion: The GBM-based combined model could identify patients who may benefit from conversion therapy for uHCC treated with ICIs and TKIs. Surgical resection as curative conversion therapy may provide better survival benefits than ablation therapy.

背景:免疫检查点抑制剂(ICIs)联合酪氨酸激酶抑制剂(TKIs)后的转化治疗为不可切除的肝细胞癌(uHCC)提供了手术治愈的机会并延长了生存期。然而,只有部分患者有机会接受转化治疗。为此,我们旨在开发和验证一种机器学习模型,以识别可能有机会接受转化治疗的患者。方法:这项回顾性队列研究包括来自四个中心的443例接受ICIs和tki治疗的uHCC患者。采用单因素和多因素logistic回归分析变量,以确定转化治疗的独立指标。采用梯度增强机(Gradient Boosting Machine, GBM)算法对模型进行开发和验证,采用Shapley加性解释算法对模型的预测进行机械解释。结果:总的来说,84例(19%)患者接受了转换治疗,预后明显长于未接受转换治疗的患者(P < 0.05)。将CA125水平、tki治疗前、抗病毒治疗前、淋巴结转移情况、肝内病变数量作为转化治疗的指标。基于gbm的联合模型优于BCLC分类(P < 0.05),在训练组和外部验证组的AUC分别为0.76和0.74。生存分析表明,手术转换治疗患者预后优于消融治疗患者(P < 0.05)。结论:基于gbm的联合模型可以识别出可能受益于ICIs和TKIs治疗的原发性肝癌转化治疗的患者。手术切除作为治疗性转换疗法可能比消融治疗提供更好的生存效益。
{"title":"Screening Candidates for Conversion Therapy in Unresectable Hepatocellular Carcinoma Patients After Tyrosine Kinase Inhibitor Plus PD-1/PD-L1 Antibody Therapy: A Multicenter Retrospective Study.","authors":"Zhe Jin, Xueyan Li, Ling Lv, Bin Zhang, Xiao Ma, Siqin Chen, Jingjing You, Xuewei Wu, Liaoyuan Wang, Xin Liu, Fei Wang, Xiaoming Chen, Lijuan Yu, Shuixing Zhang, Lu Zhang","doi":"10.2147/JHC.S523476","DOIUrl":"10.2147/JHC.S523476","url":null,"abstract":"<p><strong>Background: </strong>Conversion therapies after immune checkpoint inhibitors (ICIs) plus tyrosine-kinase inhibitors (TKIs) provide curative surgery chance and prolong survival for unresectable hepatocellular carcinoma (uHCC). However, only some patients have the opportunity to receive conversion therapies. To this end, we aimed to develop and validate a machine-learning model to identify patients who may have the chance to undergo conversion therapy.</p><p><strong>Methods: </strong>This retrospective cohort study included 443 patients with uHCC who received ICIs and TKIs from four centers. Variables were analyzed using univariate and multivariate logistic regression to identify independent indicators of conversion therapy. The Gradient Boosting Machine (GBM) algorithm was used to develop and validate model, and the Shapley additive explanation algorithm was used to mechanically explain the prediction of the model.</p><p><strong>Results: </strong>Overall, 84 (19%) patients underwent conversion therapy, and their prognosis were significantly longer than those did not (<i>P</i> < 0.05). CA125 level, pre-TKI therapy, pre-antiviral therapy, lymph node metastasis status, and number of intrahepatic lesions were identified as indicators of conversion therapy. The GBM-based combined model outperformed the BCLC classification (<i>P</i> < 0.05), yielding an AUC of 0.76 and 0.74 in the training and external validation cohorts, respectively. Survival analyses indicated that patients who underwent surgery as conversion therapy had a better prognosis than those who underwent ablation therapy (<i>P</i> < 0.05).</p><p><strong>Conclusion: </strong>The GBM-based combined model could identify patients who may benefit from conversion therapy for uHCC treated with ICIs and TKIs. Surgical resection as curative conversion therapy may provide better survival benefits than ablation therapy.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"1921-1941"},"PeriodicalIF":3.4,"publicationDate":"2025-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12396238/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144956799","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Triple Therapy with Interventional Treatment, Donafenib, and Anti-PD-1 Antibodies in Unresectable Hepatocellular Carcinoma: A Retrospective Real-World Study in China. 介入治疗、多纳非尼和抗pd -1抗体三联疗法治疗不可切除的肝细胞癌:中国的一项回顾性现实世界研究。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-08-24 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S532120
Qiuwen Ye, Zhengrui Song, Tingdong Yu, Yong Li, Liang Ai, Guangjun Yang, Kun Su, Dong Chen, Wentao Zhao, Rong Ding, Yong Zha, Gang Li

Background: Unresectable hepatocellular carcinoma (uHCC) remains a major clinical challenge with limited effective therapeutic options. Triple therapy combining interventional treatments, donafenib, and anti-PD-1 monoclonal antibodies has shown promise in recent studies, but real-world data remain limited.

Objective: To evaluate the real-world efficacy and safety of triple therapy with interventional treatment, donafenib, and anti-PD-1 monoclonal antibodies in patients with uHCC.

Methods: This retrospective study included 89 patients with uHCC who received donafenib, anti-PD-1 monoclonal antibodies (tislelizumab or sintilimab), and interventional therapies (TACE and/or HAIC) between March 2022 and December 2023. Outcomes included objective response rate (ORR), progression-free survival (PFS), overall survival (OS), and safety. Efficacy was assessed using modified RECIST (mRECIST) criteria; prognostic factors were analyzed using Cox regression models.

Results: Among 89 patients, the ORR was 75.3% and the disease control rate was 100%. The median PFS was 18.5 months (95% CI: 15.0-NA); median OS was not reached after a median follow-up of 13.7 months. PFS rates at 6, 12, and 18 months were 87.6%, 72.4%, and 52.7%, and OS rates were 93.3%, 81.6%, and 72.4%, respectively. Conversion surgery was achieved in 15.7% of patients. Subgroup analysis indicated that ECOG PS 1, extrahepatic metastases, and high baseline AFP were associated with worse survival outcomes, while interventional modality did not significantly affect prognosis. Multivariate analysis confirmed ECOG PS 1 and extrahepatic metastases as independent predictors of shorter PFS, and ECOG PS 1 and elevated AFP as independent predictors of worse OS. Grade ≥3 treatment-related adverse events occurred in 30.3% of patients; no treatment-related deaths were reported.

Conclusion: The combination of interventional therapies, donafenib, and anti-PD-1 monoclonal antibodies demonstrated promising efficacy and manageable safety in uHCC, warranting further validation in prospective trials.

背景:不可切除的肝细胞癌(uHCC)仍然是一个主要的临床挑战,有效的治疗方案有限。在最近的研究中,联合介入治疗、多纳非尼和抗pd -1单克隆抗体的三联疗法显示出了希望,但现实世界的数据仍然有限。目的:评价介入治疗、多纳非尼和抗pd -1单克隆抗体三联疗法对uHCC患者的实际疗效和安全性。方法:这项回顾性研究纳入了89例uHCC患者,这些患者在2022年3月至2023年12月期间接受了多纳非尼、抗pd -1单克隆抗体(tislelizumab或sintilimab)和介入治疗(TACE和/或HAIC)。结果包括客观缓解率(ORR)、无进展生存期(PFS)、总生存期(OS)和安全性。采用改良的RECIST (mRECIST)标准评估疗效;采用Cox回归模型对预后因素进行分析。结果:89例患者的总有效率为75.3%,疾病控制率为100%。中位PFS为18.5个月(95% CI: 15.0-NA);中位随访13.7个月后未达到中位OS。6、12、18个月的PFS率分别为87.6%、72.4%、52.7%,OS率分别为93.3%、81.6%、72.4%。15.7%的患者完成了转换手术。亚组分析显示,ECOG ps1、肝外转移和高基线AFP与较差的生存结果相关,而介入方式对预后没有显著影响。多因素分析证实,ECOG PS 1和肝外转移是缩短PFS的独立预测因素,ECOG PS 1和AFP升高是恶化OS的独立预测因素。30.3%的患者发生≥3级治疗相关不良事件;没有与治疗相关的死亡报告。结论:介入治疗联合多纳非尼和抗pd -1单克隆抗体在uHCC中显示出良好的疗效和可管理的安全性,需要在前瞻性试验中进一步验证。
{"title":"Triple Therapy with Interventional Treatment, Donafenib, and Anti-PD-1 Antibodies in Unresectable Hepatocellular Carcinoma: A Retrospective Real-World Study in China.","authors":"Qiuwen Ye, Zhengrui Song, Tingdong Yu, Yong Li, Liang Ai, Guangjun Yang, Kun Su, Dong Chen, Wentao Zhao, Rong Ding, Yong Zha, Gang Li","doi":"10.2147/JHC.S532120","DOIUrl":"10.2147/JHC.S532120","url":null,"abstract":"<p><strong>Background: </strong>Unresectable hepatocellular carcinoma (uHCC) remains a major clinical challenge with limited effective therapeutic options. Triple therapy combining interventional treatments, donafenib, and anti-PD-1 monoclonal antibodies has shown promise in recent studies, but real-world data remain limited.</p><p><strong>Objective: </strong>To evaluate the real-world efficacy and safety of triple therapy with interventional treatment, donafenib, and anti-PD-1 monoclonal antibodies in patients with uHCC.</p><p><strong>Methods: </strong>This retrospective study included 89 patients with uHCC who received donafenib, anti-PD-1 monoclonal antibodies (tislelizumab or sintilimab), and interventional therapies (TACE and/or HAIC) between March 2022 and December 2023. Outcomes included objective response rate (ORR), progression-free survival (PFS), overall survival (OS), and safety. Efficacy was assessed using modified RECIST (mRECIST) criteria; prognostic factors were analyzed using Cox regression models.</p><p><strong>Results: </strong>Among 89 patients, the ORR was 75.3% and the disease control rate was 100%. The median PFS was 18.5 months (95% CI: 15.0-NA); median OS was not reached after a median follow-up of 13.7 months. PFS rates at 6, 12, and 18 months were 87.6%, 72.4%, and 52.7%, and OS rates were 93.3%, 81.6%, and 72.4%, respectively. Conversion surgery was achieved in 15.7% of patients. Subgroup analysis indicated that ECOG PS 1, extrahepatic metastases, and high baseline AFP were associated with worse survival outcomes, while interventional modality did not significantly affect prognosis. Multivariate analysis confirmed ECOG PS 1 and extrahepatic metastases as independent predictors of shorter PFS, and ECOG PS 1 and elevated AFP as independent predictors of worse OS. Grade ≥3 treatment-related adverse events occurred in 30.3% of patients; no treatment-related deaths were reported.</p><p><strong>Conclusion: </strong>The combination of interventional therapies, donafenib, and anti-PD-1 monoclonal antibodies demonstrated promising efficacy and manageable safety in uHCC, warranting further validation in prospective trials.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"1905-1919"},"PeriodicalIF":3.4,"publicationDate":"2025-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12393086/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144956896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Predictive Significance of Interleukin-2 Receptor in Patients with Hepatocellular Carcinoma. 白细胞介素-2受体在肝细胞癌患者中的预测意义
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-08-22 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S536877
Zhihui Tian, Yan Guo, Rong Yang, Wenhui Yang

Background: The tumor immune microenvironment (TME) plays a key role in the development of hepatocellular carcinoma (HCC). As the important components of TME, interleukin-2 (IL-2) mediates immune responses by specifically binding to the interleukin-2 receptor (IL-2R). This study aimed to explore the role of IL-2R in HCC development and provided possible clinical implications in HCC prognosis and treatment.

Methods: The IL-2R genetic data were acquired from publicly available TCGA and CCLE databases. Data processing and analysis, including construction of the prognostic model and evaluation of immune status in HCC, were performed on Xiantao platform by using statistical methods including the Wilcoxon test, Cox regression analysis, correlation analysis. GEPIA2 was used to explore the relationship between IL-2R genes expression and clinical stages, while genetic variations in IL-2R subunits in HCC were determined using cBioPortal. The IL-2Rα co-expression gene analysis was conducted on the LinkedOmics database. Enzyme-linked immunosorbent assay (ELISA), colorimetric method, and flow cytometric method were used to analyze peripheral blood samples from patients with HCC.

Results: A prognostic risk model was established by incorporating IL-2Rα, IL-2Rβ, and IL-2Rγ expression. The infiltration levels of B cell memory, T cell regulatory cells (Tregs), and immune checkpoints (PDCD1, CTLA4, CD274 and TIGIT) were significantly elevated in high-risk group of the risk model. Additionally, sIL-2Rα levels were positively correlated with tumor-specific growth factor (TSGF) and Tregs in the peripheral blood of HCC patients.

Conclusion: The prognostic risk model based on IL-2R subunits may play a role in the regulation of immune function within the HCC tumor microenvironment. Besides, IL-2Rα may act as a more important role in HCC development among the three IL-2R subunits. Further research will be needed to verify these initial findings. Overall, these results may provide important insights in clinical prognosis and therapeutic strategies for HCC.

背景:肿瘤免疫微环境(tumor immune microenvironment, TME)在肝细胞癌(HCC)的发生发展中起着关键作用。白介素-2 (IL-2)作为TME的重要组成部分,通过特异性结合白介素-2受体(IL-2R)介导免疫应答。本研究旨在探讨IL-2R在HCC发生发展中的作用,并为HCC预后和治疗提供可能的临床意义。方法:从公开的TCGA和CCLE数据库中获取IL-2R遗传数据。在仙桃平台上,采用Wilcoxon检验、Cox回归分析、相关分析等统计方法对数据进行处理和分析,包括构建肝癌预后模型、评价肝癌免疫状态。使用GEPIA2来探索IL-2R基因表达与临床分期的关系,而使用cbiopportal来确定HCC中IL-2R亚基的遗传变异。IL-2Rα共表达基因分析在LinkedOmics数据库中进行。采用酶联免疫吸附法(ELISA)、比色法和流式细胞术分析肝癌患者外周血样本。结果:结合IL-2Rα、IL-2Rβ和IL-2Rγ的表达,建立预后风险模型。风险模型高危组B细胞记忆、T细胞调节细胞(Tregs)浸润水平及免疫检查点(PDCD1、CTLA4、CD274、TIGIT)水平显著升高。此外,sIL-2Rα水平与HCC患者外周血肿瘤特异性生长因子(TSGF)和Tregs呈正相关。结论:基于IL-2R亚基的肝癌预后风险模型可能在肝癌肿瘤微环境中发挥免疫功能调控作用。此外,在三种IL-2R亚基中,IL-2Rα可能在HCC的发展中发挥更重要的作用。需要进一步的研究来验证这些初步发现。总之,这些结果可能为HCC的临床预后和治疗策略提供重要的见解。
{"title":"The Predictive Significance of Interleukin-2 Receptor in Patients with Hepatocellular Carcinoma.","authors":"Zhihui Tian, Yan Guo, Rong Yang, Wenhui Yang","doi":"10.2147/JHC.S536877","DOIUrl":"10.2147/JHC.S536877","url":null,"abstract":"<p><strong>Background: </strong>The tumor immune microenvironment (TME) plays a key role in the development of hepatocellular carcinoma (HCC). As the important components of TME, interleukin-2 (IL-2) mediates immune responses by specifically binding to the interleukin-2 receptor (IL-2R). This study aimed to explore the role of IL-2R in HCC development and provided possible clinical implications in HCC prognosis and treatment.</p><p><strong>Methods: </strong>The IL-2R genetic data were acquired from publicly available TCGA and CCLE databases. Data processing and analysis, including construction of the prognostic model and evaluation of immune status in HCC, were performed on Xiantao platform by using statistical methods including the Wilcoxon test, Cox regression analysis, correlation analysis. GEPIA2 was used to explore the relationship between IL-2R genes expression and clinical stages, while genetic variations in IL-2R subunits in HCC were determined using cBioPortal. The IL-2Rα co-expression gene analysis was conducted on the LinkedOmics database. Enzyme-linked immunosorbent assay (ELISA), colorimetric method, and flow cytometric method were used to analyze peripheral blood samples from patients with HCC.</p><p><strong>Results: </strong>A prognostic risk model was established by incorporating IL-2Rα, IL-2Rβ, and IL-2Rγ expression. The infiltration levels of B cell memory, T cell regulatory cells (Tregs), and immune checkpoints (PDCD1, CTLA4, CD274 and TIGIT) were significantly elevated in high-risk group of the risk model. Additionally, sIL-2Rα levels were positively correlated with tumor-specific growth factor (TSGF) and Tregs in the peripheral blood of HCC patients.</p><p><strong>Conclusion: </strong>The prognostic risk model based on IL-2R subunits may play a role in the regulation of immune function within the HCC tumor microenvironment. Besides, IL-2Rα may act as a more important role in HCC development among the three IL-2R subunits. Further research will be needed to verify these initial findings. Overall, these results may provide important insights in clinical prognosis and therapeutic strategies for HCC.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"1893-1904"},"PeriodicalIF":3.4,"publicationDate":"2025-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12379987/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144956977","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ZBED4: A Prognostic Biomarker and Therapeutic Target in Hepatocellular Carcinoma. ZBED4:肝细胞癌的预后生物标志物和治疗靶点。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-08-21 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S546808
Jing Ding, Xia Zou, Xuefeng Huang, Le Yu, Huangming Hong, Tongyu Lin

Background: Hepatocellular carcinoma (HCC) is a prevalent lethal cancer that remains challenging to treat. Therefore, investigation of novel targets and therapeutic strategies is essential. The role of ZBED4 in cancer remains unclear.

Methods: Data were sourced from The Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO), International Cancer Genome Consortium (ICGC), and Genomics of Drug Sensitivity in Cancer (GDSC) databases. Various web platforms and R software, have been utilized. Multiplex immunofluorescence was performed on a human HCC tissue microarray.

Results: High ZBED4 expression correlates with poor prognosis and immune cell infiltration in multiple cancers. ZBED4 is potentially involved in the regulation of the tumor environment by T cells, with a focus on CD8⁺ T cells. In HCC, tissues with elevated ZBED4 expression exhibit a higher prevalence of Tregs and neutrophils, whereas those with reduced ZBED4 expression show an increased abundance of CD8⁺ T cells, activated CD4⁺ T cells, gamma/delta T cells, and activated natural killer (NK) cells. Elevated ZBED4 expression in HCC patients is associated with a reduced response to immune checkpoint blockade but an improved response to chemotherapy and most targeted therapies. A multi-gene prognostic signature has been developed and confirmed across various HCC cohorts. Multiplex immunofluorescence study demonstrated that ZBED4 was linked to poor prognosis and negatively correlated with CD8⁺ T cell infiltration.

Conclusion: Our research elucidates the role of ZBED4, its strong link to immune infiltration, and its potential as a prognostic and therapeutic biomarker for HCC.

背景:肝细胞癌(HCC)是一种常见的致死性癌症,治疗仍然具有挑战性。因此,研究新的靶点和治疗策略是必不可少的。ZBED4在癌症中的作用尚不清楚。方法:数据来源于癌症基因组图谱(TCGA)、基因表达图谱(GEO)、国际癌症基因组联盟(ICGC)和癌症药物敏感性基因组学(GDSC)数据库。使用了各种web平台和R软件。多重免疫荧光在人肝癌组织微阵列上进行。结果:ZBED4高表达与多种肿瘤预后不良及免疫细胞浸润相关。ZBED4可能参与T细胞对肿瘤环境的调节,重点是CD8 + T细胞。在HCC中,ZBED4表达升高的组织中treg和中性粒细胞的患病率更高,而ZBED4表达降低的组织中CD8 + T细胞、活化CD4 + T细胞、γ / δ T细胞和活化的自然杀伤(NK)细胞的丰度增加。HCC患者中ZBED4表达升高与免疫检查点阻断反应降低有关,但与化疗和大多数靶向治疗的反应改善有关。一种多基因预后特征已经在不同的HCC队列中得到发展和证实。多重免疫荧光研究表明,ZBED4与预后不良相关,且与CD8 + T细胞浸润呈负相关。结论:我们的研究阐明了ZBED4的作用,它与免疫浸润的紧密联系,以及它作为HCC预后和治疗生物标志物的潜力。
{"title":"ZBED4: A Prognostic Biomarker and Therapeutic Target in Hepatocellular Carcinoma.","authors":"Jing Ding, Xia Zou, Xuefeng Huang, Le Yu, Huangming Hong, Tongyu Lin","doi":"10.2147/JHC.S546808","DOIUrl":"10.2147/JHC.S546808","url":null,"abstract":"<p><strong>Background: </strong>Hepatocellular carcinoma (HCC) is a prevalent lethal cancer that remains challenging to treat. Therefore, investigation of novel targets and therapeutic strategies is essential. The role of ZBED4 in cancer remains unclear.</p><p><strong>Methods: </strong>Data were sourced from The Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO), International Cancer Genome Consortium (ICGC), and Genomics of Drug Sensitivity in Cancer (GDSC) databases. Various web platforms and R software, have been utilized. Multiplex immunofluorescence was performed on a human HCC tissue microarray.</p><p><strong>Results: </strong>High ZBED4 expression correlates with poor prognosis and immune cell infiltration in multiple cancers. ZBED4 is potentially involved in the regulation of the tumor environment by T cells, with a focus on CD8⁺ T cells. In HCC, tissues with elevated ZBED4 expression exhibit a higher prevalence of Tregs and neutrophils, whereas those with reduced ZBED4 expression show an increased abundance of CD8⁺ T cells, activated CD4⁺ T cells, gamma/delta T cells, and activated natural killer (NK) cells. Elevated ZBED4 expression in HCC patients is associated with a reduced response to immune checkpoint blockade but an improved response to chemotherapy and most targeted therapies. A multi-gene prognostic signature has been developed and confirmed across various HCC cohorts. Multiplex immunofluorescence study demonstrated that ZBED4 was linked to poor prognosis and negatively correlated with CD8⁺ T cell infiltration.</p><p><strong>Conclusion: </strong>Our research elucidates the role of ZBED4, its strong link to immune infiltration, and its potential as a prognostic and therapeutic biomarker for HCC.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"1873-1892"},"PeriodicalIF":3.4,"publicationDate":"2025-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12379359/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144956923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Patient Charter to Improve Care for Hepatocellular Carcinoma. 改善肝细胞癌护理的病人章程。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-08-20 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S526170
Yasmine Hassan, Achim Kautz, Cary James, Dee Lee, Diane Langenbacher, Eric Bouffet, Jade Chakowa, Jessica Hicks, John W Ward, Lili Anna Kuschnereit, Manon Allaire, Tingting Zhang, Zeena Huang Chi

Purpose: To establish a patient charter that articulates the principles of quality care for individuals living with hepatocellular carcinoma (HCC), aiming to improve patient outcomes and survival rates globally.

Methods: A multidisciplinary group comprising healthcare professionals, patient advocacy representatives, and policymakers convened to identify the critical areas of unmet need in HCC care. The group shared patient experiences, barriers, and insights - particularly with input from Patient Advocacy Groups (PAGs) - to better understand the challenges faced by patients. They reviewed existing literature, current care practices, and patient experiences to formulate a patient charter that outlines the principles of quality care for HCC.

Results: The patient charter identifies the seven principles of quality care that people with HCC or at risk of developing HCC should expect to receive in order to benefit from improved outcomes and increased survival. These principles address the need for policy prioritization, early diagnosis, multidisciplinary care, personalized treatment, shared decision-making, stigma-free access to services and increased research funding.

Conclusion: The patient charter serves as a call to action for stakeholders to unite in enhancing the care and treatment of HCC, with the ultimate goal of improving health outcomes for patients.

目的:建立一份患者章程,阐明肝细胞癌患者的优质护理原则,旨在改善全球患者的预后和生存率。方法:由医疗保健专业人员、患者权益代表和政策制定者组成的多学科小组召开会议,确定HCC治疗中未满足需求的关键领域。该小组分享了患者的经验、障碍和见解,特别是来自患者倡导组织(PAGs)的意见,以更好地了解患者面临的挑战。他们回顾了现有文献、当前护理实践和患者经验,制定了一份患者章程,概述了HCC的质量护理原则。结果:患者章程确定了HCC患者或有发生HCC风险的患者应该期望接受的优质护理的七项原则,以便从改善的结果和增加的生存率中获益。这些原则涉及政策优先、早期诊断、多学科护理、个性化治疗、共同决策、无耻辱感地获得服务和增加研究经费等方面的需要。结论:患者章程呼吁利益相关者联合起来加强HCC的护理和治疗,最终目标是改善患者的健康结果。
{"title":"A Patient Charter to Improve Care for Hepatocellular Carcinoma.","authors":"Yasmine Hassan, Achim Kautz, Cary James, Dee Lee, Diane Langenbacher, Eric Bouffet, Jade Chakowa, Jessica Hicks, John W Ward, Lili Anna Kuschnereit, Manon Allaire, Tingting Zhang, Zeena Huang Chi","doi":"10.2147/JHC.S526170","DOIUrl":"10.2147/JHC.S526170","url":null,"abstract":"<p><strong>Purpose: </strong>To establish a patient charter that articulates the principles of quality care for individuals living with hepatocellular carcinoma (HCC), aiming to improve patient outcomes and survival rates globally.</p><p><strong>Methods: </strong>A multidisciplinary group comprising healthcare professionals, patient advocacy representatives, and policymakers convened to identify the critical areas of unmet need in HCC care. The group shared patient experiences, barriers, and insights - particularly with input from Patient Advocacy Groups (PAGs) - to better understand the challenges faced by patients. They reviewed existing literature, current care practices, and patient experiences to formulate a patient charter that outlines the principles of quality care for HCC.</p><p><strong>Results: </strong>The patient charter identifies the seven principles of quality care that people with HCC or at risk of developing HCC should expect to receive in order to benefit from improved outcomes and increased survival. These principles address the need for policy prioritization, early diagnosis, multidisciplinary care, personalized treatment, shared decision-making, stigma-free access to services and increased research funding.</p><p><strong>Conclusion: </strong>The patient charter serves as a call to action for stakeholders to unite in enhancing the care and treatment of HCC, with the ultimate goal of improving health outcomes for patients.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"1849-1859"},"PeriodicalIF":3.4,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12375318/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144956854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Comparative Study of Five Large Language Models' Response for Liver Cancer Comprehensive Treatment. 五种大型语言模型在肝癌综合治疗中的疗效比较研究。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-08-20 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S531642
Deyuan Zhong, Yuxin Liang, Hong-Tao Yan, Xinpei Chen, Qinyan Yang, Shuoshuo Ma, Yuhao Su, YaHui Chen, Xiaolun Huang, Ming Wang

Introduction: Large language models (LLMs) are increasingly used in healthcare, yet their reliability in specialized clinical fields remains uncertain. Liver cancer, as a complex and high-burden disease, poses unique challenges for AI-based tools. This study aimed to evaluate the comprehensibility and clinical applicability of five mainstream LLMs in addressing liver cancer-related clinical questions.

Methods: We developed 90 standardized questions covering multiple aspects of liver cancer management. Five LLMs-GPT-4, Gemini, Copilot, Kimi, and Ernie Bot-were evaluated in a blinded fashion by three independent hepatobiliary experts. Responses were scored using predefined criteria for comprehensibility and clinical applicability. Overall group comparisons were conducted using the Fisher-Freeman-Halton test (for categorical data) and the Kruskal-Wallis test (for ordinal scores), followed by Dunn's post-hoc test or Fisher's exact test with Bonferroni correction. Inter-rater reliability was assessed using Fleiss' kappa.

Results: Kimi and GPT-4 achieved the highest proportions of fully applicable responses (68% and 62%, respectively), while Ernie Bot and Copilot showed the lowest. Comprehensibility was generally high, with Kimi and Ernie Bot scoring over 98%. However, none of the LLMs consistently provided guideline-concordant answers to all questions. Performance on professional-level questions was significantly lower than on common-sense ones, highlighting deficiencies in complex clinical reasoning.

Conclusion: LLMs demonstrate varied performance in liver cancer-related queries. While GPT-4 and Kimi show promise in clinical applicability, limitations in accuracy and consistency-particularly for complex medical decisions-underscore the need for domain-specific optimization before clinical integration.

Trial registration: Not applicable.

大型语言模型(llm)越来越多地用于医疗保健,但其在专业临床领域的可靠性仍然不确定。肝癌作为一种复杂的高负担疾病,对基于人工智能的工具提出了独特的挑战。本研究旨在评估五个主流法学硕士在解决肝癌相关临床问题中的可理解性和临床适用性。方法:我们制定了90个标准化问题,涵盖肝癌管理的多个方面。五位LLMs-GPT-4, Gemini, Copilot, Kimi和Ernie bot -由三位独立的肝胆专家以盲法评估。使用预先定义的可理解性和临床适用性标准对反应进行评分。总体组间比较采用Fisher- freeman - halton检验(分类数据)和Kruskal-Wallis检验(序数分数),随后采用Dunn事后检验或Fisher精确检验(Bonferroni校正)。评估信度采用Fleiss’kappa法。结果:Kimi和GPT-4的完全适用反应比例最高(分别为68%和62%),而Ernie Bot和Copilot的完全适用反应比例最低。可理解性普遍较高,基米和厄尼·博特得分超过98%。然而,没有一个法学硕士始终如一地为所有问题提供与指南一致的答案。他们在专业水平问题上的表现明显低于常识性问题,这突出了他们在复杂临床推理方面的不足。结论:法学硕士在肝癌相关查询中表现出不同的性能。虽然GPT-4和Kimi在临床应用方面表现出了希望,但在准确性和一致性方面的局限性——特别是在复杂的医疗决策方面——强调了在临床整合之前对特定领域进行优化的必要性。试验注册:不适用。
{"title":"A Comparative Study of Five Large Language Models' Response for Liver Cancer Comprehensive Treatment.","authors":"Deyuan Zhong, Yuxin Liang, Hong-Tao Yan, Xinpei Chen, Qinyan Yang, Shuoshuo Ma, Yuhao Su, YaHui Chen, Xiaolun Huang, Ming Wang","doi":"10.2147/JHC.S531642","DOIUrl":"10.2147/JHC.S531642","url":null,"abstract":"<p><strong>Introduction: </strong>Large language models (LLMs) are increasingly used in healthcare, yet their reliability in specialized clinical fields remains uncertain. Liver cancer, as a complex and high-burden disease, poses unique challenges for AI-based tools. This study aimed to evaluate the comprehensibility and clinical applicability of five mainstream LLMs in addressing liver cancer-related clinical questions.</p><p><strong>Methods: </strong>We developed 90 standardized questions covering multiple aspects of liver cancer management. Five LLMs-GPT-4, Gemini, Copilot, Kimi, and Ernie Bot-were evaluated in a blinded fashion by three independent hepatobiliary experts. Responses were scored using predefined criteria for comprehensibility and clinical applicability. Overall group comparisons were conducted using the Fisher-Freeman-Halton test (for categorical data) and the Kruskal-Wallis test (for ordinal scores), followed by Dunn's post-hoc test or Fisher's exact test with Bonferroni correction. Inter-rater reliability was assessed using Fleiss' kappa.</p><p><strong>Results: </strong>Kimi and GPT-4 achieved the highest proportions of fully applicable responses (68% and 62%, respectively), while Ernie Bot and Copilot showed the lowest. Comprehensibility was generally high, with Kimi and Ernie Bot scoring over 98%. However, none of the LLMs consistently provided guideline-concordant answers to all questions. Performance on professional-level questions was significantly lower than on common-sense ones, highlighting deficiencies in complex clinical reasoning.</p><p><strong>Conclusion: </strong>LLMs demonstrate varied performance in liver cancer-related queries. While GPT-4 and Kimi show promise in clinical applicability, limitations in accuracy and consistency-particularly for complex medical decisions-underscore the need for domain-specific optimization before clinical integration.</p><p><strong>Trial registration: </strong>Not applicable.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"1861-1871"},"PeriodicalIF":3.4,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12375359/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144956864","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy and Safety of the Multi-Level Comprehensive Collateral Artery Embolism Sequential Hepatic Arterial Infusion Chemotherapy, Combined with TKI and ICI, for Unresectable Huge Hepatocellular Carcinoma (>10cm): A Propensity Score Matching Cohort Study. 多层次综合侧支动脉栓塞序贯肝动脉输注化疗联合TKI和ICI治疗不可切除的巨大肝癌(bbb10 - 10cm)的疗效和安全性:一项倾向评分匹配队列研究
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-08-19 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S546588
Hao-Yang Tan, Shuang-Quan Liu, Yan-Han Liu, Jiu-Ling Zheng, Hua-Guo Feng

Objective: This retrospective study was conducted to evaluate the effectiveness and safety of a new combination therapy of the multi-level comprehensive collateral artery embolism (CAE) sequential hepatic arterial infusion chemotherapy (HAIC), tyrosine kinase inhibitors (TKI) and immune checkpoint inhibitors (ICI) for unresectable huge hepatocellular carcinoma (>10cm) patients.

Methods: A propensity score-matching (PSM) cohort study was conducted. The initial tumor response, treatment-related adverse events, and survival outcomes were compared. The Forestplot package was used to visualize and interpret forest plots of overall survival subgroup analyses. Univariate and multivariate analyses were conducted to explore the risk factors of overall survival.

Results: Thirty-one pairs of patients were evaluated after PSM. There were statistically significant differences in the initial tumor response and objective response rate (ORR) between the two groups (74.2% vs 48.4%, P=0.037). Compared with the "HAIC" group, the incidence of abdominal pain was higher in the "CAE+HAIC" group (71.0% vs 41.9%, P=0.021). The OS and progression-free survival (PFS) of the "CAE+HAIC" group were longer than those of the "HAIC" group (OS: HR=0.439, 95% CI: 0.199-0.970, P=0.042; PFS: HR=0.475; 95% CI: 0.252-0.895; P=0.021). The CAE (HR=0.403, 95% CI: 0.213-0.762; P=0.005), prealbumin levels <170 mg/L (HR=2.195, 95% CI: 1.226-3.929; P=0.008), and lactic dehydrogenase levels >245 U/L (HR=2.136, 95% CI: 1.215-3.757; P=0.008) were independent risk factors of OS.

Conclusions: The multi-level comprehensive CAE sequential HAIC, combined with TKI and ICI, can improve tumor response and prolong survival time in unresectable huge HCC patients while remaining safe and tolerable.

目的:回顾性研究多层次综合侧支动脉栓塞(CAE)序贯肝动脉输注化疗(HAIC)、酪氨酸激酶抑制剂(TKI)和免疫检查点抑制剂(ICI)联合治疗不可切除的巨大肝癌(bbb10 cm)的有效性和安全性。方法:采用倾向得分匹配(PSM)队列研究。比较初始肿瘤反应、治疗相关不良事件和生存结局。使用Forestplot软件包可视化和解释总体生存亚组分析的森林图。进行单因素和多因素分析,探讨影响总生存的危险因素。结果:31对患者经PSM后进行评价。两组患者肿瘤初始缓解率和客观缓解率(ORR)比较,差异有统计学意义(74.2% vs 48.4%, P=0.037)。与“HAIC”组相比,“CAE+HAIC”组腹痛发生率更高(71.0% vs 41.9%, P=0.021)。CAE+HAIC组的OS和无进展生存期(PFS)均长于HAIC组(OS: HR=0.439, 95% CI: 0.199 ~ 0.970, P=0.042; PFS: HR=0.475, 95% CI: 0.252 ~ 0.895, P=0.021)。CAE (HR=0.403, 95% CI: 0.213 ~ 0.762; P=0.005)、白蛋白前水平245 U/L (HR=2.136, 95% CI: 1.215 ~ 3.757; P=0.008)是OS的独立危险因素。结论:多级综合CAE序贯HAIC联合TKI、ICI可改善不可切除的巨大HCC患者的肿瘤反应,延长生存时间,且安全耐受。
{"title":"Efficacy and Safety of the Multi-Level Comprehensive Collateral Artery Embolism Sequential Hepatic Arterial Infusion Chemotherapy, Combined with TKI and ICI, for Unresectable Huge Hepatocellular Carcinoma (>10cm): A Propensity Score Matching Cohort Study.","authors":"Hao-Yang Tan, Shuang-Quan Liu, Yan-Han Liu, Jiu-Ling Zheng, Hua-Guo Feng","doi":"10.2147/JHC.S546588","DOIUrl":"10.2147/JHC.S546588","url":null,"abstract":"<p><strong>Objective: </strong>This retrospective study was conducted to evaluate the effectiveness and safety of a new combination therapy of the multi-level comprehensive collateral artery embolism (CAE) sequential hepatic arterial infusion chemotherapy (HAIC), tyrosine kinase inhibitors (TKI) and immune checkpoint inhibitors (ICI) for unresectable huge hepatocellular carcinoma (>10cm) patients.</p><p><strong>Methods: </strong>A propensity score-matching (PSM) cohort study was conducted. The initial tumor response, treatment-related adverse events, and survival outcomes were compared. The Forestplot package was used to visualize and interpret forest plots of overall survival subgroup analyses. Univariate and multivariate analyses were conducted to explore the risk factors of overall survival.</p><p><strong>Results: </strong>Thirty-one pairs of patients were evaluated after PSM. There were statistically significant differences in the initial tumor response and objective response rate (ORR) between the two groups (74.2% vs 48.4%, P=0.037). Compared with the \"HAIC\" group, the incidence of abdominal pain was higher in the \"CAE+HAIC\" group (71.0% vs 41.9%, P=0.021). The OS and progression-free survival (PFS) of the \"CAE+HAIC\" group were longer than those of the \"HAIC\" group (OS: HR=0.439, 95% CI: 0.199-0.970, P=0.042; PFS: HR=0.475; 95% CI: 0.252-0.895; P=0.021). The CAE (HR=0.403, 95% CI: 0.213-0.762; P=0.005), prealbumin levels <170 mg/L (HR=2.195, 95% CI: 1.226-3.929; P=0.008), and lactic dehydrogenase levels >245 U/L (HR=2.136, 95% CI: 1.215-3.757; P=0.008) were independent risk factors of OS.</p><p><strong>Conclusions: </strong>The multi-level comprehensive CAE sequential HAIC, combined with TKI and ICI, can improve tumor response and prolong survival time in unresectable huge HCC patients while remaining safe and tolerable.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"1821-1834"},"PeriodicalIF":3.4,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12374706/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144956829","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Hepatocellular Carcinoma
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1