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Impact of Middle Hepatic Vein Resection During Hemihepatectomy on Surgical Outcomes and Long-Term Prognosis in Hepatocellular Carcinoma: A Retrospective Study. 半肝切除术中肝中静脉切除对肝细胞癌手术疗效和长期预后影响的回顾性研究。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-05 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S556306
Wan-Ling Luo, Qing-Bo Wang, Yu-Kai Li, Yu-Bo Liang, Jin Li, Xing-Ming Chen, Yawhan Lakang, Zi-Sheng Yang, Jin-Xiang Zuo, Wei Wang, Shuang-Xi Li, Yang Ke

Purpose: This study aimed to evaluate the impact of middle hepatic vein (MHV) resection during hemihepatectomy on short-term surgical outcomes and long-term prognosis in patients with hepatocellular carcinoma (HCC).

Patients and methods: Patients with HCC at Barcelona Clinic Liver Cancer (BCLC) stages 0-B who underwent hemihepatectomy between January 2016 and December 2022 were retrospectively screened. They were categorized into the MHV-preserved and MHV-resected groups. Intraoperative parameters, postoperative complications, liver function, overall survival (OS), and recurrence-free survival (RFS) were compared. Cox regression analyses were used to identified independent risk factors for OS and RFS.

Results: A total of 137 patients were included, of whom 107 (78.1%) had MHV preserved and 30 (21.9%) had MHV resected. Compared with MHV preservation, MHV resection was associated with a longer operative time (329.9 ± 108.0 vs 291.4 ± 88.9 min, P = 0.048), greater intraoperative blood loss (1025.0 [400.0-2075.0] vs 500.0 [300.0-800.0] mL, P = 0.002), and a higher need for intraoperative blood transfusion (43.3% vs 24.3%, P = 0.041). Postoperative serum ALT and AST levels on days 3 and 5 were significantly higher in the MHV-resected group (all P < 0.05). However, postoperative hospital stay, complication rates, and other liver function parameters (ALB, TBIL, DBIL, PT, INR) did not differ significantly between the two groups. No significant differences were found in OS or RFS (all P > 0.05).

Conclusion: MHV resection during hemihepatectomy increases operative time, blood loss, and postoperative liver enzyme levels, but does not significantly impact long-term survival in patients with HCC.

目的:本研究旨在评价半肝切除术中肝中静脉(MHV)切除对肝细胞癌(HCC)患者近期手术疗效和远期预后的影响。患者和方法:回顾性筛选2016年1月至2022年12月期间接受半肝切除术的巴塞罗那临床肝癌(BCLC) 0-B期HCC患者。他们被分为mhv保留组和mhv切除组。比较术中参数、术后并发症、肝功能、总生存期(OS)和无复发生存期(RFS)。采用Cox回归分析确定OS和RFS的独立危险因素。结果:共纳入137例患者,其中保留MHV 107例(78.1%),切除MHV 30例(21.9%)。与MHV保存组相比,MHV切除组手术时间较长(329.9±108.0 vs 291.4±88.9 min, P = 0.048),术中出血量较大(1025.0 [400.0-2075.0]vs 500.0 [300.0-800.0] mL, P = 0.002),术中输血需求量较高(43.3% vs 24.3%, P = 0.041)。mhv切除组术后第3、5天血清ALT、AST水平显著高于对照组(均P < 0.05)。然而,术后住院时间、并发症发生率和其他肝功能参数(ALB、TBIL、DBIL、PT、INR)在两组间无显著差异。OS和RFS无显著差异(P < 0.05)。结论:半肝切除术中MHV切除增加了手术时间、出血量和术后肝酶水平,但对HCC患者的长期生存无显著影响。
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引用次数: 0
Gastropleural Fistula Following Combined TACE, Immunotherapy, and Bevacizumab in HCC: A Case Report. 肝细胞癌联合TACE、免疫治疗和贝伐单抗治疗胃胸膜瘘一例报告。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-03 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S560287
Xin Xu, Jingjing Li, Lanyue Pan, Haijing Yu, Jiaquan Huang

Gastropleural fistula (GPF) is an extremely rare complication after treatment for liver cancer. We report a case of a 54-year-old man with hepatitis B virus (HBV)-related liver cancer who developed a GPF after multiple sessions of transarterial chemoembolization (TACE) combined with immunotherapy and targeted therapy. During the third treatment, because of arterial remodeling and changes in tumor vascular supply, the embolization route was changed to the left inferior phrenic artery. After the procedure, the patient presented with abdominal pain, chest pain, and fever. Metagenomic next-generation sequencing (mNGS) of the pleural effusion identified Porphyromonas endodontalis, and Pneumocystis jirovecii was also detected in the sputum. Upper gastrointestinal endoscopy and water-soluble contrast radiography confirmed a gastric fundus perforation with a fistulous communication to the pleural cavity. After multidisciplinary evaluation, the patient underwent laparoscopic fistula repair and had a favorable postoperative recovery. This case highlights that, while the combination of TACE, immunotherapy, and targeted agents may provide synergistic antitumor benefits, it also carries a potential risk of serious gastric complications.

胃胸膜瘘(GPF)是肝癌治疗后极为罕见的并发症。我们报告一例54岁男性乙型肝炎病毒(HBV)相关肝癌患者,在多次经动脉化疗栓塞(TACE)联合免疫治疗和靶向治疗后发生GPF。第三次治疗时,因动脉重构及肿瘤血管供应改变,栓塞途径改为左膈下动脉。手术后,患者出现腹痛、胸痛和发烧。胸膜积液的宏基因组新一代测序(mNGS)鉴定为牙髓卟啉单胞菌,痰中也检测到乙氏肺囊虫。上消化道内窥镜及水溶性造影证实胃底穿孔并与胸膜腔形成瘘口。经多学科评估,患者行腹腔镜瘘修补术,术后恢复良好。本病例强调,虽然TACE、免疫治疗和靶向药物联合使用可能提供协同抗肿瘤益处,但也存在严重胃并发症的潜在风险。
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引用次数: 0
Intensity-Modulated Proton Therapy for Hepatocellular Carcinoma with Portal Vein Tumor Thrombosis. 调强质子治疗肝细胞癌合并门静脉肿瘤血栓。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-01 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S551113
Chieh-Min Liu, Chia-Hsuan Lai, Yu-Ming Wang, Eng-Yen Huang, Yen-Hao Chen, Hsin-You Ou, Tsung-Hui Hu, Chao-Hung Hung, Sheng-Nan Lu, Wan-Yu Chen, Bing-Shen Huang, Jen-Yu Cheng

Background: Patients with hepatocellular carcinoma (HCC) with portal vein tumor thrombosis (PVTT) have poor outcomes and limited treatment options. Clinical data specifically evaluating the effects of intensity-modulated proton therapy (IMPT) for this population remain scarce. We reported the outcomes of patients with HCC with PVTT treated with IMPT.

Material and methods: We retrospectively reviewed the data of 83 patients with nonmetastatic HCC with PVTT treated with IMPT between March 2019 and June 2023. Survival outcomes were analyzed with Kaplan-Meier analysis, and prognostic factors were identified via multivariable Cox regression. Treatment responses were assessed with the modified Response Evaluation Criteria in Solid Tumors. Toxicities, including liver dysfunction and gastrointestinal events, were documented.

Results: The median overall survival (OS) was 32.4 months, with 1- and 2-year OS rates of 82.6% and 61.0%, respectively. The 2-year local control rate was 88.8%, and the objective response rate was 91.5%. Complete response after IMPT was independently associated with improved OS and liver control, whereas an albumin-bilirubin (ALBI) grade of 2 predicted a greater risk of liver dysfunction. Grade 3 gastrointestinal toxicities occurred in 4.8% of patients, and radiation-induced liver disease occurred in 9.3%. IMPT facilitated curative-intent surgery in 8.4% of patients after treatment.

Conclusion: IMPT offers excellent local control and a favorable safety profile in patients with HCC and PVTT, with the potential to downstage tumors for curative interventions. These findings, though limited by the retrospective design and heterogeneity of systemic therapies, support the integration of IMPT into multidisciplinary treatment strategies and highlight the need for prospective studies to clarify its role alongside systemic therapy.

背景:肝细胞癌(HCC)合并门静脉肿瘤血栓形成(PVTT)患者预后较差,治疗选择有限。专门评估调强质子治疗(IMPT)对这一人群效果的临床数据仍然很少。我们报道了肝细胞癌PVTT患者用IMPT治疗的结果。材料和方法:我们回顾性回顾了2019年3月至2023年6月间接受IMPT治疗的83例PVTT非转移性HCC患者的数据。生存结局采用Kaplan-Meier分析,预后因素采用多变量Cox回归分析。采用修改后的实体瘤反应评价标准评估治疗反应。毒性,包括肝功能障碍和胃肠道事件,被记录在案。结果:中位总生存期(OS)为32.4个月,1年和2年OS率分别为82.6%和61.0%。2年局部控制率为88.8%,客观有效率为91.5%。IMPT后的完全缓解与改善的OS和肝脏控制独立相关,而白蛋白-胆红素(ALBI)等级为2预示着肝功能障碍的风险更高。4.8%的患者发生了3级胃肠道毒性,9.3%的患者发生了辐射引起的肝脏疾病。在8.4%的患者治疗后,IMPT促进了治疗目的手术。结论:IMPT在HCC和PVTT患者中具有良好的局部控制和良好的安全性,具有降低肿瘤分期的潜力。这些发现虽然受到系统性治疗的回顾性设计和异质性的限制,但支持将IMPT纳入多学科治疗策略,并强调需要前瞻性研究来阐明其与系统性治疗的作用。
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引用次数: 0
The U-Shaped Association Between Remnant Cholesterol and Postoperative Survival in Hepatocellular Carcinoma: Development and Validation of an Interpretable Machine Learning Model. 残留胆固醇与肝细胞癌术后生存之间的u型关联:可解释机器学习模型的开发和验证。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-01 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S569292
Gao-Min Liu, Jia-Peng Liao, Ji-Wei Xu

Background and objectives: The prognostic role of remnant cholesterol (RC) in hepatocellular carcinoma (HCC) remains unexplored. This study aimed to investigate the association between RC and overall survival (OS) in HCC patients after hepatectomy and to develop a robust prognostic model.

Materials and methods: 439 HCC patients who underwent curative hepatectomy were retrospectively analyzed. RC was calculated as total cholesterol minus (HDL-c + LDL-c). To specifically evaluate the potential nonlinear relationship, the association between RC and OS was assessed using restricted cubic splines (RCS) in addition to Cox regression and subgroup analyses. A machine learning approach employing nine algorithms was used to develop a prognostic model, with model interpretability achieved using SHapley Additive exPlanations (SHAP). An online predictive tool was subsequently deployed.

Results: A significant U-shaped relationship between RC and OS (P for non-linearity = 0.013) was identified, with the lowest risk observed at approximately 1.04 mmol/L. Both too low and too high RC levels were independent predictors of worse OS. Among the machine learning models, XGBoost demonstrated superior and consistent performance for predicting 1-, 3-, and 5-year OS. SHAP analysis confirmed RC as a key predictive feature, alongside TNM stage and tumor characteristics. An interactive web-based tool was successfully implemented for clinical use.

Conclusion: RC demonstrates a novel U-shaped association with HCC postoperative survival in an Asian HBV-endemic cohort, underscoring its role as a significant biomarker reflecting metabolic imbalance. The developed machine learning model, which integrates RC, provides accurate, interpretable, and individualized risk assessment, offering a valuable tool for clinical prognostication and potential guidance for personalized management strategies.

背景和目的:残余胆固醇(RC)在肝细胞癌(HCC)中的预后作用尚未研究。本研究旨在探讨肝切除术后HCC患者RC与总生存期(OS)之间的关系,并建立一个可靠的预后模型。材料与方法:回顾性分析439例行根治性肝切除术的HCC患者。RC计算为总胆固醇减去(HDL-c + LDL-c)。为了明确评估潜在的非线性关系,除了Cox回归和亚组分析外,还使用限制性三次样条(RCS)评估了RC和OS之间的关联。采用采用九种算法的机器学习方法来开发预测模型,并使用SHapley加性解释(SHAP)实现模型可解释性。随后部署了一个在线预测工具。结果:RC与OS呈显著的u型关系(非线性P = 0.013),最低风险约为1.04 mmol/L。过低和过高的RC水平都是较差OS的独立预测因子。在机器学习模型中,XGBoost在预测1年、3年和5年OS方面表现出卓越和一致的性能。SHAP分析证实RC与TNM分期和肿瘤特征一起是关键的预测特征。一个交互式的基于网络的工具被成功地应用于临床。结论:在亚洲hbv流行队列中,RC与HCC术后生存率呈新型u型相关性,强调其作为反映代谢失衡的重要生物标志物的作用。该开发的机器学习模型集成了RC,提供了准确、可解释和个性化的风险评估,为临床预测和个性化管理策略提供了有价值的工具。
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引用次数: 0
Real-World Comparison of Lenvatinib and Sorafenib as First-Line Treatments for Hepatocellular Carcinoma: A Multicenter Study. Lenvatinib和Sorafenib作为肝细胞癌一线治疗的现实世界比较:一项多中心研究。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-25 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S548111
Mira Kang, Won Chul Cha, Dong Hyun Sinn, Woo Kyoung Jeong, Do Young Kim, Min Ji Lee, Subin Lim, DongKyu Kim, Kyu-Pyo Kim, Baek-Yeol Ryoo, Won-Mook Choi, Kang Mo Kim, Ki-Hun Kim, Doik Lee, Eui Jun Choi, Choungwon Jung, Joohyun Kim, Jung Yong Hong

Introduction: Lenvatinib and sorafenib remain viable first-line (1L) options for patients ineligible for newer therapies. This study uses real-world data (RWD) to compare the effectiveness and safety of lenvatinib and sorafenib, addressing gaps between clinical trials and real-world practice.

Materials and methods: This retrospective, multi-center study utilized the Liver Cancer IN Korea (LINK) database, including HCC patients diagnosed between January 2015 and June 2022 who received 1L lenvatinib or sorafenib. Effectiveness and safety were assessed with real-world overall survival (rwOS), time to treatment discontinuation (rwTTD), time to next treatment (rwTTNT), and incidence of adverse events of special interest (AESI). Propensity score matching was employed to adjust for potential bias.

Results: Post-matching, lenvatinib demonstrated a longer median rwOS of 9.56 months (95% CI: 8.25-10.78) compared to 7.13 months (95% CI: 6.44-7.82) of sorafenib, and longer medians for rwTTD (3.65 months, 95% CI: 3.09-4.07 vs 2.04 months, 95% CI: 1.87-2.30) and rwTTNT (6.51 months, 95% CI: 5.62-7.62 vs 3.71 months, 95% CI: 3.45-4.34). Regarding AESI, lenvatinib was significantly associated with lower rates of hand-foot syndrome (incidence rate ratio, IRR 0.55, 95% CI: 0.33-0.88, p = 0.013) and most hepatotoxicity-related events, but a higher rate of proteinuria (IRR 2.40, 95% CI: 1.49-3.98, p < 0.001).

Conclusion: Leveraging RWD, our study demonstrated that 1L lenvatinib may offer a survival advantage over 1L sorafenib in HCC patients, with both treatments exhibiting safety profiles consistent with clinical trials. RWD complements clinical trials by validating long-term outcomes and addressing patient populations excluded from pivotal studies, guiding therapeutic decisions in clinical practice.

Lenvatinib和sorafenib对于不适合接受新疗法的患者仍然是可行的一线(1L)选择。本研究使用真实世界数据(RWD)来比较lenvatinib和sorafenib的有效性和安全性,解决临床试验和真实世界实践之间的差距。材料和方法:这项回顾性的多中心研究利用了韩国肝癌(LINK)数据库,包括2015年1月至2022年6月期间诊断的HCC患者,他们接受了1L lenvatinib或sorafenib。有效性和安全性通过真实世界总生存期(rwOS)、停药时间(rwTTD)、下次治疗时间(rwTTNT)和特殊不良事件发生率(AESI)进行评估。采用倾向评分匹配来调整潜在偏差。结果:配对后,lenvatinib的中位rwOS为9.56个月(95% CI: 8.25-10.78),而索拉非尼为7.13个月(95% CI: 6.44-7.82), rwTTD(3.65个月,95% CI: 3.09-4.07 vs 2.04个月,95% CI: 1.87-2.30)和rwTTNT(6.51个月,95% CI: 5.62-7.62 vs 3.71个月,95% CI: 3.45-4.34)的中位rwTTNT更长。对于AESI, lenvatinib与较低的手足综合征发生率(发生率比,IRR 0.55, 95% CI: 0.33-0.88, p = 0.013)和大多数肝毒性相关事件显著相关,但与较高的蛋白尿发生率相关(IRR 2.40, 95% CI: 1.49-3.98, p < 0.001)。结论:利用RWD,我们的研究表明,1L lenvatinib可能比1L sorafenib在HCC患者中提供生存优势,两种治疗方法的安全性与临床试验一致。RWD通过验证长期结果和解决排除在关键研究之外的患者群体来补充临床试验,指导临床实践中的治疗决策。
{"title":"Real-World Comparison of Lenvatinib and Sorafenib as First-Line Treatments for Hepatocellular Carcinoma: A Multicenter Study.","authors":"Mira Kang, Won Chul Cha, Dong Hyun Sinn, Woo Kyoung Jeong, Do Young Kim, Min Ji Lee, Subin Lim, DongKyu Kim, Kyu-Pyo Kim, Baek-Yeol Ryoo, Won-Mook Choi, Kang Mo Kim, Ki-Hun Kim, Doik Lee, Eui Jun Choi, Choungwon Jung, Joohyun Kim, Jung Yong Hong","doi":"10.2147/JHC.S548111","DOIUrl":"10.2147/JHC.S548111","url":null,"abstract":"<p><strong>Introduction: </strong>Lenvatinib and sorafenib remain viable first-line (1L) options for patients ineligible for newer therapies. This study uses real-world data (RWD) to compare the effectiveness and safety of lenvatinib and sorafenib, addressing gaps between clinical trials and real-world practice.</p><p><strong>Materials and methods: </strong>This retrospective, multi-center study utilized the Liver Cancer IN Korea (LINK) database, including HCC patients diagnosed between January 2015 and June 2022 who received 1L lenvatinib or sorafenib. Effectiveness and safety were assessed with real-world overall survival (rwOS), time to treatment discontinuation (rwTTD), time to next treatment (rwTTNT), and incidence of adverse events of special interest (AESI). Propensity score matching was employed to adjust for potential bias.</p><p><strong>Results: </strong>Post-matching, lenvatinib demonstrated a longer median rwOS of 9.56 months (95% CI: 8.25-10.78) compared to 7.13 months (95% CI: 6.44-7.82) of sorafenib, and longer medians for rwTTD (3.65 months, 95% CI: 3.09-4.07 vs 2.04 months, 95% CI: 1.87-2.30) and rwTTNT (6.51 months, 95% CI: 5.62-7.62 vs 3.71 months, 95% CI: 3.45-4.34). Regarding AESI, lenvatinib was significantly associated with lower rates of hand-foot syndrome (incidence rate ratio, IRR 0.55, 95% CI: 0.33-0.88, <i>p</i> = 0.013) and most hepatotoxicity-related events, but a higher rate of proteinuria (IRR 2.40, 95% CI: 1.49-3.98, <i>p</i> < 0.001).</p><p><strong>Conclusion: </strong>Leveraging RWD, our study demonstrated that 1L lenvatinib may offer a survival advantage over 1L sorafenib in HCC patients, with both treatments exhibiting safety profiles consistent with clinical trials. RWD complements clinical trials by validating long-term outcomes and addressing patient populations excluded from pivotal studies, guiding therapeutic decisions in clinical practice.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"2611-2623"},"PeriodicalIF":3.4,"publicationDate":"2025-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12665914/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145661520","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
Machine Learning-Based Survival Analysis for Patients Receiving Lenvatinib for Unresectable Hepatocellular Carcinoma. 基于机器学习的Lenvatinib治疗不可切除肝癌患者的生存分析。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-25 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S560649
Chien-Hung Lu, Ching-Wen Chang, San-Chi Chen, Wei-Yu Kao, Wei-Yi Ting, Chia-Hsun Lu, Kai-I Chuang, Cheng-Fu Ni, Yao-Yu Hsieh, Ming-Shun Wu, Chien-Wei Su, Chun-Chao Chang, Chih-Horng Wu

Purpose: Lenvatinib is an effective treatment for patients with intermediate- to advanced-stage unresectable hepatocellular carcinoma (HCC). However, tumor response and survival outcomes vary widely. Traditional machine learning (ML) models have been developed to predict treatment response or survival status at discrete time points. However, an overall prediction of overall survival (OS) and progression-free survival (PFS) incorporating censored survival data is lacking. We aimed to conduct a comprehensive survival analysis of OS and PFS by using ML-based survival models.

Patients and methods: This multicenter, retrospective study included patients with unresectable HCC receiving lenvatinib across five healthcare centers. Demographic data, laboratory results, tumor characteristics, and survival outcomes were collected. Five ML-based survival models were developed and compared using Harrell's concordance index (C-index). The predicted risk scores were used to stratify patients into low-, intermediate-, and high-risk groups and validated in the test set.

Results: 205 patients were included for training and validation. Among the five ML models, the GBM-Cox model achieved the highest C-indices for both OS (0.617) and PFS (0.645) prediction. The predicted risk scores stratified the patients into low-, intermediate-, and high-risk groups for OS (median, 18.7 vs 13.6 vs 8.8 months; p = 0.004) and PFS (median, 8.2 vs 4.0 vs 3.7; p = 0.017). The most influential prognostic factors included albumin-bilirubin (ALBI) score, alanine aminotransferase, and age for OS, and macrovascular invasion, ALBI score, and alpha-fetoprotein for PFS.

Conclusion: ML-based survival models successfully stratified patients into low-, intermediate-, and high-risk groups for OS and PFS. Key features included ALBI score and alanine aminotransferase for OS, and macrovascular invasion and ALBI score for PFS. These models have the potential to guide clinicians' treatment decisions and provide prognostic evaluations. Future prospective studies with larger cohorts, as well as integration of imaging biomarkers are warranted to optimize these predictive models.

目的:Lenvatinib是一种治疗中晚期不可切除肝癌的有效药物。然而,肿瘤反应和生存结果差异很大。传统的机器学习(ML)模型已经发展到在离散时间点预测治疗反应或生存状态。然而,目前还缺乏包含审查生存数据的总生存期(OS)和无进展生存期(PFS)的总体预测。我们的目的是通过基于ml的生存模型对OS和PFS进行全面的生存分析。患者和方法:这项多中心、回顾性研究包括5个医疗中心接受lenvatinib治疗的不可切除HCC患者。收集了人口统计学数据、实验室结果、肿瘤特征和生存结果。采用Harrell’s concordance index (C-index)对5种基于ml的生存模型进行比较。预测的风险评分用于将患者分为低、中、高风险组,并在测试集中进行验证。结果:纳入205例患者进行培训和验证。在5个ML模型中,GBM-Cox模型预测OS(0.617)和PFS(0.645)的c指数最高。预测的风险评分将患者分为低、中、高风险组,OS(中位数,18.7个月vs 13.6个月vs 8.8个月;p = 0.004)和PFS(中位数,8.2个月vs 4.0个月vs 3.7个月;p = 0.017)。对OS影响最大的预后因素包括白蛋白-胆红素(ALBI)评分、丙氨酸转氨酶和年龄,对PFS影响最大的是大血管侵袭、ALBI评分和甲胎蛋白。结论:基于ml的生存模型成功地将患者分为OS和PFS的低、中、高风险组。主要特征包括OS的ALBI评分和丙氨酸转氨酶,PFS的大血管侵袭和ALBI评分。这些模型有可能指导临床医生的治疗决策并提供预后评估。未来的前瞻性研究需要更大的队列,以及成像生物标志物的整合,以优化这些预测模型。
{"title":"Machine Learning-Based Survival Analysis for Patients Receiving Lenvatinib for Unresectable Hepatocellular Carcinoma.","authors":"Chien-Hung Lu, Ching-Wen Chang, San-Chi Chen, Wei-Yu Kao, Wei-Yi Ting, Chia-Hsun Lu, Kai-I Chuang, Cheng-Fu Ni, Yao-Yu Hsieh, Ming-Shun Wu, Chien-Wei Su, Chun-Chao Chang, Chih-Horng Wu","doi":"10.2147/JHC.S560649","DOIUrl":"10.2147/JHC.S560649","url":null,"abstract":"<p><strong>Purpose: </strong>Lenvatinib is an effective treatment for patients with intermediate- to advanced-stage unresectable hepatocellular carcinoma (HCC). However, tumor response and survival outcomes vary widely. Traditional machine learning (ML) models have been developed to predict treatment response or survival status at discrete time points. However, an overall prediction of overall survival (OS) and progression-free survival (PFS) incorporating censored survival data is lacking. We aimed to conduct a comprehensive survival analysis of OS and PFS by using ML-based survival models.</p><p><strong>Patients and methods: </strong>This multicenter, retrospective study included patients with unresectable HCC receiving lenvatinib across five healthcare centers. Demographic data, laboratory results, tumor characteristics, and survival outcomes were collected. Five ML-based survival models were developed and compared using Harrell's concordance index (C-index). The predicted risk scores were used to stratify patients into low-, intermediate-, and high-risk groups and validated in the test set.</p><p><strong>Results: </strong>205 patients were included for training and validation. Among the five ML models, the GBM-Cox model achieved the highest C-indices for both OS (0.617) and PFS (0.645) prediction. The predicted risk scores stratified the patients into low-, intermediate-, and high-risk groups for OS (median, 18.7 vs 13.6 vs 8.8 months; <i>p</i> = 0.004) and PFS (median, 8.2 vs 4.0 vs 3.7; <i>p</i> = 0.017). The most influential prognostic factors included albumin-bilirubin (ALBI) score, alanine aminotransferase, and age for OS, and macrovascular invasion, ALBI score, and alpha-fetoprotein for PFS.</p><p><strong>Conclusion: </strong>ML-based survival models successfully stratified patients into low-, intermediate-, and high-risk groups for OS and PFS. Key features included ALBI score and alanine aminotransferase for OS, and macrovascular invasion and ALBI score for PFS. These models have the potential to guide clinicians' treatment decisions and provide prognostic evaluations. Future prospective studies with larger cohorts, as well as integration of imaging biomarkers are warranted to optimize these predictive models.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"2625-2637"},"PeriodicalIF":3.4,"publicationDate":"2025-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12664578/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145648635","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
Safety and Efficacy of TACE Combined with Lenvatinib and Pembrolizumab in Advanced Hepatocellular Carcinoma (BCLC C): A Retrospective Study. TACE联合Lenvatinib和Pembrolizumab治疗晚期肝癌(BCLC C)的安全性和有效性:一项回顾性研究
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-24 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S556560
Zeran Yang, Jian Li, Long Jin

Background: There is relatively scant evidence concerning the effects of Lenvatinib and Pembrolizumab together with TACE for advanced HCC Lenvatinib and pembrolizumab have been widely applied in clinical settings. PIVKA-II serving as the sensitive biomarker for evaluating liver cancer was employed by us to further assess the therapeutic effectiveness of TACE combined with Lenvatinib in the treatment of BCLC C.

Methods: In this retrospective study, 260 patients with HCC BCLC C stage were included in the present study. TACE (TL group) included 126 patients, TACE-Lenvatinib-Pembrolizumab (TPB group) consisted of 134 patients. OS and PFS were compared between the two groups. Alternatively, the impact of PIVKA-II in TPB on the PFS of BCLC C stage was also assessed.

Results: The median overall survival (OS) in the TL group was significantly prolonged compared to that in the TPB group (13.7 months versus 9.6 months). Conversely, the median progression - free survival (PFS) was extended in the TPB group as opposed to the TL group (9.3 months versus 6.2 months). The adverse events in the TPB group were controllable and tolerable. After six months of combined treatment, the change in PIVKA - II became less significant. This suggests that PIVKA-II is negatively correlated with PFS, meaning that the greater the decrease in PIVKA-II after 6 months of combined therapy, the longer the PFS time for the patient.

Conclusion: TACE combined with Lenvatinib and Pembrolizumab exhibited remarkable survival benefits for HCC BCLC C patients. Given the extremely dismal prognosis of advanced HCC, the safety and efficacy of TACE in combination with Lenvatinib and Pembrolizumab justify its clinical application.

背景:关于Lenvatinib和Pembrolizumab联合TACE治疗晚期HCC的疗效的证据相对较少,Lenvatinib和Pembrolizumab已被广泛应用于临床。我们利用PIVKA-II作为评估肝癌的敏感生物标志物,进一步评估TACE联合Lenvatinib治疗BCLC C的疗效。方法:本研究回顾性纳入260例HCC BCLC C期患者。TACE (TL组)126例,TACE- lenvatinib - pembrolizumab (TPB组)134例。比较两组患者的OS和PFS。另外,还评估了TPB中PIVKA-II对BCLC C期PFS的影响。结果:与TPB组相比,TL组的中位总生存期(OS)明显延长(13.7个月比9.6个月)。相反,与TL组相比,TPB组的中位无进展生存期(PFS)延长(9.3个月对6.2个月)。TPB组不良事件可控、可耐受。在联合治疗6个月后,PIVKA - II的变化变得不那么显著。这表明PIVKA-II与PFS呈负相关,这意味着在联合治疗6个月后,PIVKA-II的下降越大,患者的PFS时间越长。结论:TACE联合Lenvatinib和Pembrolizumab治疗HCC BCLC - C患者具有显著的生存获益。鉴于晚期HCC预后极其惨淡,TACE联合Lenvatinib和Pembrolizumab的安全性和有效性证明了其临床应用的合理性。
{"title":"Safety and Efficacy of TACE Combined with Lenvatinib and Pembrolizumab in Advanced Hepatocellular Carcinoma (BCLC C): A Retrospective Study.","authors":"Zeran Yang, Jian Li, Long Jin","doi":"10.2147/JHC.S556560","DOIUrl":"10.2147/JHC.S556560","url":null,"abstract":"<p><strong>Background: </strong>There is relatively scant evidence concerning the effects of Lenvatinib and Pembrolizumab together with TACE for advanced HCC Lenvatinib and pembrolizumab have been widely applied in clinical settings. PIVKA-II serving as the sensitive biomarker for evaluating liver cancer was employed by us to further assess the therapeutic effectiveness of TACE combined with Lenvatinib in the treatment of BCLC C.</p><p><strong>Methods: </strong>In this retrospective study, 260 patients with HCC BCLC C stage were included in the present study. TACE (TL group) included 126 patients, TACE-Lenvatinib-Pembrolizumab (TPB group) consisted of 134 patients. OS and PFS were compared between the two groups. Alternatively, the impact of PIVKA-II in TPB on the PFS of BCLC C stage was also assessed.</p><p><strong>Results: </strong>The median overall survival (OS) in the TL group was significantly prolonged compared to that in the TPB group (13.7 months versus 9.6 months). Conversely, the median progression - free survival (PFS) was extended in the TPB group as opposed to the TL group (9.3 months versus 6.2 months). The adverse events in the TPB group were controllable and tolerable. After six months of combined treatment, the change in PIVKA - II became less significant. This suggests that PIVKA-II is negatively correlated with PFS, meaning that the greater the decrease in PIVKA-II after 6 months of combined therapy, the longer the PFS time for the patient.</p><p><strong>Conclusion: </strong>TACE combined with Lenvatinib and Pembrolizumab exhibited remarkable survival benefits for HCC BCLC C patients. Given the extremely dismal prognosis of advanced HCC, the safety and efficacy of TACE in combination with Lenvatinib and Pembrolizumab justify its clinical application.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"2599-2609"},"PeriodicalIF":3.4,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12661963/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145648699","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
Integrative Multi-Omics and Functional Validation Reveal the Role of the TACE Refractoriness-Associated Gene ATP1B3 in Hepatocellular Carcinoma. 综合多组学和功能验证揭示TACE复发相关基因ATP1B3在肝细胞癌中的作用
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-19 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S537990
Cong Zhang, Qin Hu, Hui Meng, Qingqing Wu, Lulu Zeng, Liyun Zheng, Qiaoyou Weng, Rongfang Qiu, Min Xu, Minjiang Chen, Feng Chen, Zhongwei Zhao, Yang Yang, Jiansong Ji

Background: Transarterial chemoembolization (TACE) is the standard treatment for intermediate-stage hepatocellular carcinoma (HCC), but resistance to TACE is a major clinical challenge. This study aimed to identify genes associated with TACE refractoriness and their roles in HCC progression.

Methods: Gene expression profiles from 104 HCC patients treated with TACE were analyzed using unsupervised clustering to identify molecular subtypes. Key genes associated with TACE refractoriness were identified through univariate Cox regression and lasso, with ATP1B3 emerging as a candidate. Functional annotation of ATP1B3 was conducted using KEGG, GO, and GSEA analyses, while immune profiling and immunotherapy response were compared between ATP1B3-high and ATP1B3-low groups. Single-cell RNA sequencing (scRNA-seq) was employed to explore ATP1B3 expression and its cellular interactions. In vitro functional assays validated its role in migration, invasion, cell cycle, chemotherapy sensitivity, and apoptosis.

Results: Unsupervised clustering revealed two distinct molecular subtypes of HCC. Cluster 1 was associated with significantly prolonged overall and recurrence-free survival, whereas Cluster 2 exhibited aggressive tumor behavior and adverse clinical outcomes. ATP1B3 was identified as a pivotal gene linked to TACE refractoriness and poor prognosis. Elevated ATP1B3 expression was strongly correlated with metabolic dysregulation, heightened tumor aggressiveness, immune evasion, and diminished therapeutic responses to TACE, sorafenib, and immunotherapy. scRNA-seq analyses demonstrated widespread ATP1B3 expression across tumor and immune cell subsets, with ATP1B3-positive HCC cells displaying enhanced interactions with immune cells. Functional assays revealed that ATP1B3 overexpression promoted tumor migration, invasion, and chemoresistance, while its silencing induced cell cycle arrest, apoptosis, and increased sensitivity to cisplatin.

Conclusion: This study identifies TACE refractoriness-related gene ATP1B3 as a key regulator of tumor progression, immune evasion, and therapeutic resistance in HCC. These findings highlight ATP1B3 as a promising biomarker for patient stratification and a potential therapeutic target to improve clinical outcomes in HCC.

背景:经动脉化疗栓塞(TACE)是中期肝细胞癌(HCC)的标准治疗方法,但对TACE的耐药性是一个主要的临床挑战。本研究旨在确定与TACE难治性相关的基因及其在HCC进展中的作用。方法:采用无监督聚类方法对104例接受TACE治疗的HCC患者的基因表达谱进行分析,以确定分子亚型。通过单变量Cox回归和套索分析确定了与TACE难治性相关的关键基因,其中ATP1B3被认为是候选基因。使用KEGG、GO和GSEA分析对ATP1B3进行功能注释,同时比较ATP1B3高组和ATP1B3低组的免疫谱和免疫治疗反应。采用单细胞RNA测序(scRNA-seq)研究ATP1B3的表达及其细胞间相互作用。体外功能分析证实了其在迁移、侵袭、细胞周期、化疗敏感性和凋亡中的作用。结果:无监督聚类揭示了两种不同的HCC分子亚型。第1组与显著延长的总生存期和无复发生存期相关,而第2组表现出侵袭性肿瘤行为和不良的临床结果。ATP1B3被确定为与TACE难治性和不良预后相关的关键基因。ATP1B3表达升高与代谢失调、肿瘤侵袭性增强、免疫逃避以及对TACE、索拉非尼和免疫治疗的治疗反应减弱密切相关。scRNA-seq分析显示,ATP1B3在肿瘤和免疫细胞亚群中广泛表达,ATP1B3阳性的HCC细胞与免疫细胞的相互作用增强。功能分析显示,ATP1B3过表达促进肿瘤迁移、侵袭和化疗耐药,而其沉默诱导细胞周期阻滞、细胞凋亡和对顺铂的敏感性增加。结论:本研究确定TACE难治性相关基因ATP1B3是HCC中肿瘤进展、免疫逃避和治疗耐药的关键调节因子。这些发现强调了ATP1B3作为一种有希望的患者分层生物标志物和改善HCC临床结果的潜在治疗靶点。
{"title":"Integrative Multi-Omics and Functional Validation Reveal the Role of the TACE Refractoriness-Associated Gene ATP1B3 in Hepatocellular Carcinoma.","authors":"Cong Zhang, Qin Hu, Hui Meng, Qingqing Wu, Lulu Zeng, Liyun Zheng, Qiaoyou Weng, Rongfang Qiu, Min Xu, Minjiang Chen, Feng Chen, Zhongwei Zhao, Yang Yang, Jiansong Ji","doi":"10.2147/JHC.S537990","DOIUrl":"10.2147/JHC.S537990","url":null,"abstract":"<p><strong>Background: </strong>Transarterial chemoembolization (TACE) is the standard treatment for intermediate-stage hepatocellular carcinoma (HCC), but resistance to TACE is a major clinical challenge. This study aimed to identify genes associated with TACE refractoriness and their roles in HCC progression.</p><p><strong>Methods: </strong>Gene expression profiles from 104 HCC patients treated with TACE were analyzed using unsupervised clustering to identify molecular subtypes. Key genes associated with TACE refractoriness were identified through univariate Cox regression and lasso, with ATP1B3 emerging as a candidate. Functional annotation of ATP1B3 was conducted using KEGG, GO, and GSEA analyses, while immune profiling and immunotherapy response were compared between ATP1B3-high and ATP1B3-low groups. Single-cell RNA sequencing (scRNA-seq) was employed to explore ATP1B3 expression and its cellular interactions. In vitro functional assays validated its role in migration, invasion, cell cycle, chemotherapy sensitivity, and apoptosis.</p><p><strong>Results: </strong>Unsupervised clustering revealed two distinct molecular subtypes of HCC. Cluster 1 was associated with significantly prolonged overall and recurrence-free survival, whereas Cluster 2 exhibited aggressive tumor behavior and adverse clinical outcomes. ATP1B3 was identified as a pivotal gene linked to TACE refractoriness and poor prognosis. Elevated ATP1B3 expression was strongly correlated with metabolic dysregulation, heightened tumor aggressiveness, immune evasion, and diminished therapeutic responses to TACE, sorafenib, and immunotherapy. scRNA-seq analyses demonstrated widespread ATP1B3 expression across tumor and immune cell subsets, with ATP1B3-positive HCC cells displaying enhanced interactions with immune cells. Functional assays revealed that ATP1B3 overexpression promoted tumor migration, invasion, and chemoresistance, while its silencing induced cell cycle arrest, apoptosis, and increased sensitivity to cisplatin.</p><p><strong>Conclusion: </strong>This study identifies TACE refractoriness-related gene ATP1B3 as a key regulator of tumor progression, immune evasion, and therapeutic resistance in HCC. These findings highlight ATP1B3 as a promising biomarker for patient stratification and a potential therapeutic target to improve clinical outcomes in HCC.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"2565-2583"},"PeriodicalIF":3.4,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12641059/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145604396","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
ARID3A Promotes Tumor Progression by Activating TNF-α/NF-κB Signaling in Dual-Phenotype Hepatocellular Carcinoma. ARID3A通过激活双表型肝癌中TNF-α/NF-κB信号通路促进肿瘤进展。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-19 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S549213
Minjun Li, Taixin Yang, Juntao Huang, Xinyuan Wu, Jingyu Chen, Jindu Li, Binglin Shi, Jie Zhang, Bangde Xiang

Objective: Dual-phenotype hepatocellular carcinoma (DPHCC) is a unique subtype of hepatocellular carcinoma (HCC) characterized by strong tumor stemness and invasive capabilities. ARID3A is identified as a potential regulator of tumor stemness in DPHCC by applying transcriptomic analysis. The precise mechanisms of ARID3A on the aggressive behavior of DPHCC remain to be further explored.

Materials and methods: In vitro functional experiments and in vivo tumorigenesis assays were used to validate the malignant behaviors of ARID3A. RNA sequencing was performed on ARID3A-transfected cells to identify ARID3A-mediated regulatory mechanisms. Finally, the impact of ARID3A-TNF-α/NF-κB axis on HCC malignant behavior was analyzed through in vitro blocking or stimulation experiments.

Results: The expression of ARID3A was upregulated in DPHCC and was associated with poor prognosis among these patients (p = 0.006, HR = 3.77, 95% CI:1.762-8.069). In vitro and in vivo experiments indicated that ARID3A facilitated stemness features and tumor progression. Findings from RNA-seq suggested that ARID3A enhanced tumor stemness and activated epithelial-mesenchymal transition through the activation of TNF-α-mediated NF-κB signaling. In vitro stimulation of ARID3A-transfected cells lines with recombinant TNF-α protein or inhibition of TNF-α-mediated NF-κB signaling regulated the ARID3A-mediated invasiveness.

Conclusion: Our study reveals that ARID3A acts as an oncogene and promotes aggressive features of stem-like cells in DPHCC via the ARID3A-TNF-α/NF-κB axis. Thus, it may facilitate the development therapeutic strategy for DPHCC.

目的:双表型肝细胞癌(Dual-phenotype hepatocellular carcinoma, DPHCC)是一种独特的肝细胞癌(HCC)亚型,具有很强的肿瘤干性和侵袭能力。通过转录组学分析,ARID3A被鉴定为DPHCC中肿瘤干性的潜在调节因子。ARID3A影响DPHCC侵袭行为的确切机制有待进一步探讨。材料与方法:采用体外功能实验和体内肿瘤发生实验验证ARID3A的恶性行为。对转染arid3a的细胞进行RNA测序,以确定arid3a介导的调控机制。最后,通过体外阻断或刺激实验,分析ARID3A-TNF-α/NF-κB轴对HCC恶性行为的影响。结果:ARID3A在DPHCC中表达上调,与预后不良相关(p = 0.006, HR = 3.77, 95% CI:1.762 ~ 8.069)。体外和体内实验表明,ARID3A促进了干细胞特征和肿瘤进展。RNA-seq结果表明,ARID3A通过激活TNF-α-介导的NF-κB信号通路,增强肿瘤干性,激活上皮-间质转化。用重组TNF-α蛋白体外刺激arid3a转染细胞系或抑制TNF-α-介导的NF-κB信号可调节arid3a介导的侵袭性。结论:我们的研究表明,ARID3A作为癌基因,通过ARID3A- tnf -α/NF-κB轴促进DPHCC中干细胞样细胞的侵袭性特征。因此,它可能促进DPHCC治疗策略的发展。
{"title":"ARID3A Promotes Tumor Progression by Activating TNF-α/NF-κB Signaling in Dual-Phenotype Hepatocellular Carcinoma.","authors":"Minjun Li, Taixin Yang, Juntao Huang, Xinyuan Wu, Jingyu Chen, Jindu Li, Binglin Shi, Jie Zhang, Bangde Xiang","doi":"10.2147/JHC.S549213","DOIUrl":"10.2147/JHC.S549213","url":null,"abstract":"<p><strong>Objective: </strong>Dual-phenotype hepatocellular carcinoma (DPHCC) is a unique subtype of hepatocellular carcinoma (HCC) characterized by strong tumor stemness and invasive capabilities. ARID3A is identified as a potential regulator of tumor stemness in DPHCC by applying transcriptomic analysis. The precise mechanisms of ARID3A on the aggressive behavior of DPHCC remain to be further explored.</p><p><strong>Materials and methods: </strong>In vitro functional experiments and in vivo tumorigenesis assays were used to validate the malignant behaviors of ARID3A. RNA sequencing was performed on ARID3A-transfected cells to identify ARID3A-mediated regulatory mechanisms. Finally, the impact of ARID3A-TNF-α/NF-κB axis on HCC malignant behavior was analyzed through in vitro blocking or stimulation experiments.</p><p><strong>Results: </strong>The expression of ARID3A was upregulated in DPHCC and was associated with poor prognosis among these patients (p = 0.006, HR = 3.77, 95% CI:1.762-8.069). In vitro and in vivo experiments indicated that ARID3A facilitated stemness features and tumor progression. Findings from RNA-seq suggested that ARID3A enhanced tumor stemness and activated epithelial-mesenchymal transition through the activation of TNF-α-mediated NF-κB signaling. In vitro stimulation of ARID3A-transfected cells lines with recombinant TNF-α protein or inhibition of TNF-α-mediated NF-κB signaling regulated the ARID3A-mediated invasiveness.</p><p><strong>Conclusion: </strong>Our study reveals that ARID3A acts as an oncogene and promotes aggressive features of stem-like cells in DPHCC via the ARID3A-TNF-α/NF-κB axis. Thus, it may facilitate the development therapeutic strategy for DPHCC.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"2553-2564"},"PeriodicalIF":3.4,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12640687/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145595950","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
CT-Based Radiomics-Clinical Model for Predicting Recurrence in VETC-Positive HCC Patients After Hepatectomy. 基于ct的放射学-临床模型预测vetc阳性HCC患者肝切除术后复发。
IF 3.4 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-19 eCollection Date: 2025-01-01 DOI: 10.2147/JHC.S549825
Yu Lei, Yaowei Bai, Yang Su, Xiatong Bai, Yingliang Wang, Chuansheng Zheng

Objective: To construct a radiomics-based model for predicting postoperative recurrence in hepatocellular carcinoma (HCC) patients with vessels encapsulating tumor clusters (VETC) positive based on CT scan.

Methods: This retrospective study enrolled patients who underwent surgical resection between January 2016 and January 2024 at Union Hospital, with pathologic confirmation of HCC and VETC status. An external test set was drawn from Chegu Hospital, covering January 2018 to January 2022. Tumor segmentation was performed on portal venous phase CT scan, and then radiomics features were extracted. These features were further analyzed using the LASSO algorithm and combined with clinical features to construct a radiomics-clinical combination model. Model performance was evaluated using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). Patients were divided into high- and low-risk groups based on model scores, and Kaplan-Meier (KM) curves were compared.

Results: A total of 243 patients were included (median age 56.7 years, 211 males). Nine radiomics features and two clinical features were selected to construct the combined model. The area under the ROC curve (AUC) for predicting 1-year recurrence was 0.898 (95% CI: 0.797-0.999) in the internal test set and 0.804 (95% CI: 0.641-0.967) in the external test set. Calibration curves and DCA demonstrated high net clinical benefit of the combined model. The median recurrence-free survival (RFS) of patients in the high-risk group was significantly lower than that in the low-risk group (internal test set: 13.5 vs 30.0 months, respectively. P=0.004; external test set: 13.0 vs 31.0 months, respectively. P< 0.0001).

Conclusion: The radiomics-clinical combination model showed high accuracy for preoperatively predicting recurrence in patients with VETC-positive HCC receiving hepatectomy.

目的:建立基于放射组学的预测CT扫描血管包覆肿瘤(VETC)阳性肝细胞癌(HCC)术后复发的模型。方法:本回顾性研究纳入2016年1月至2024年1月在联合医院接受手术切除,病理证实HCC和VETC状态的患者。从车古医院抽取外部检测组,时间为2018年1月至2022年1月。门静脉期CT扫描进行肿瘤分割,提取放射组学特征。利用LASSO算法对这些特征进行进一步分析,并结合临床特征构建放射组学-临床联合模型。采用受试者工作特征(ROC)曲线、校正曲线和决策曲线分析(DCA)评价模型的性能。根据模型评分将患者分为高危组和低危组,比较Kaplan-Meier (KM)曲线。结果:共纳入243例患者(中位年龄56.7岁,男性211例)。选择9个放射组学特征和2个临床特征构建联合模型。预测1年复发的ROC曲线下面积(AUC)在内部测试集中为0.898 (95% CI: 0.797-0.999),在外部测试集中为0.804 (95% CI: 0.641-0.967)。校正曲线和DCA显示联合模型具有较高的净临床效益。高危组患者的中位无复发生存期(RFS)显著低于低危组(内测组:13.5个月vs 30.0个月)。P = 0.004;外部测试集:分别为13.0和31.0个月。P < 0.0001)。结论:放射学-临床联合模型对vetc阳性HCC行肝切除术患者术前预测复发具有较高的准确性。
{"title":"CT-Based Radiomics-Clinical Model for Predicting Recurrence in VETC-Positive HCC Patients After Hepatectomy.","authors":"Yu Lei, Yaowei Bai, Yang Su, Xiatong Bai, Yingliang Wang, Chuansheng Zheng","doi":"10.2147/JHC.S549825","DOIUrl":"10.2147/JHC.S549825","url":null,"abstract":"<p><strong>Objective: </strong>To construct a radiomics-based model for predicting postoperative recurrence in hepatocellular carcinoma (HCC) patients with vessels encapsulating tumor clusters (VETC) positive based on CT scan.</p><p><strong>Methods: </strong>This retrospective study enrolled patients who underwent surgical resection between January 2016 and January 2024 at Union Hospital, with pathologic confirmation of HCC and VETC status. An external test set was drawn from Chegu Hospital, covering January 2018 to January 2022. Tumor segmentation was performed on portal venous phase CT scan, and then radiomics features were extracted. These features were further analyzed using the LASSO algorithm and combined with clinical features to construct a radiomics-clinical combination model. Model performance was evaluated using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). Patients were divided into high- and low-risk groups based on model scores, and Kaplan-Meier (KM) curves were compared.</p><p><strong>Results: </strong>A total of 243 patients were included (median age 56.7 years, 211 males). Nine radiomics features and two clinical features were selected to construct the combined model. The area under the ROC curve (AUC) for predicting 1-year recurrence was 0.898 (95% CI: 0.797-0.999) in the internal test set and 0.804 (95% CI: 0.641-0.967) in the external test set. Calibration curves and DCA demonstrated high net clinical benefit of the combined model. The median recurrence-free survival (RFS) of patients in the high-risk group was significantly lower than that in the low-risk group (internal test set: 13.5 vs 30.0 months, respectively. P=0.004; external test set: 13.0 vs 31.0 months, respectively. P< 0.0001).</p><p><strong>Conclusion: </strong>The radiomics-clinical combination model showed high accuracy for preoperatively predicting recurrence in patients with VETC-positive HCC receiving hepatectomy.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"12 ","pages":"2585-2598"},"PeriodicalIF":3.4,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12641055/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145604415","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
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