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Hepatic Arterial Infusion Chemotherapy vs Transcatheter Arterial Chemoembolization as Adjuvant Therapy Following Surgery for MVI-Positive Hepatocellular Carcinoma: A Multicenter Propensity Score Matching Analysis 肝动脉灌注化疗与经导管动脉化疗栓塞作为 MVI 阳性肝细胞癌手术后的辅助疗法:多中心倾向评分匹配分析
IF 4.1 3区 医学 Pub Date : 2024-04-04 DOI: 10.2147/jhc.s453250
Yuhua Wen, Lianghe Lu, Jie Mei, Yihong Ling, Renguo Guan, Wenping Lin, Wei Wei, Rongping Guo
Background: Microvascular invasion (MVI) is a significant pathological feature in hepatocellular carcinoma (HCC), adjuvant hepatic arterial infusion chemotherapy (a-HAIC) and adjuvant transcatheter arterial chemoembolization (a-TACE), are commonly used for HCC patients with MVI. This study aims to evaluate the efficacies of two adjuvant therapies after surgical treatment for HCC, compare them, and identify the significant factors.
Methods: Clinical data from two randomized controlled trials involving HCC patients with MVI after surgical treatment were retrospectively reviewed. Propensity score matching (PSM) analysis was performed to balance baseline differences between patients who received a-HAIC or a-TACE, and control groups who underwent hepatectomy alone. Disease-free survival (DFS) and overall survival (OS) rates were compared.
Results: In total of 549 patients were collected from two randomized controlled trials. Using the PSM and Kaplan-Meier method, the median DFS of the a-HAIC, a-TACE, and control groups was 63.2, 21.7, and 11.2 months (P< 0.05). The a-HAIC group show significantly better 1-, 3-, and 5-year OS rates compared to the a-TACE and control groups (96.3%, 80.0%, 72.8% vs 84.4%, 57.0%, 29.8% vs 84.5%, 62.8%, 53.4%, P< 0.05). But the OS rates of a-TACE and control groups showed no significant difference (P=0.279). Multivariate analysis identified a-HAIC (HR=0.449, P=0.000) and a-TACE (HR=0.633, P=0.007) as independent protective factors. For OS, a-HAIC (HR=0.388, P=0.003) was identified as an independent protective factor, too.
Conclusion: Compared to a-TACE and the control group, a-HAIC demonstrated greater benefits in preventing tumor recurrence and improving survival in HCC patients with MVI.

背景:微血管侵犯(MVI)是肝细胞癌(HCC)的一个重要病理特征,辅助肝动脉灌注化疗(a-HAIC)和辅助经导管动脉化疗栓塞(a-TACE)常用于有MVI的HCC患者。本研究旨在评估 HCC 手术治疗后两种辅助疗法的疗效,对其进行比较,并找出其中的重要因素:方法:回顾性研究了两项随机对照试验的临床数据,这些试验涉及手术治疗后伴有MVI的HCC患者。进行倾向评分匹配(PSM)分析,以平衡接受a-HAIC或a-TACE治疗的患者与仅接受肝切除术的对照组之间的基线差异。比较了无病生存率(DFS)和总生存率(OS):结果:两项随机对照试验共收集了 549 例患者。采用 PSM 和 Kaplan-Meier 法,a-HAIC 组、a-TACE 组和对照组的中位无病生存期分别为 63.2 个月、21.7 个月和 11.2 个月(P< 0.05)。与a-TACE组和对照组相比,a-HAIC组的1年、3年和5年OS率明显更高(96.3%、80.0%、72.8% vs 84.4%、57.0%、29.8% vs 84.5%、62.8%、53.4%,P< 0.05)。但a-TACE组与对照组的OS率无明显差异(P=0.279)。多变量分析发现,a-HAIC(HR=0.449,P=0.000)和a-TACE(HR=0.633,P=0.007)是独立的保护因素。对于OS,a-HAIC(HR=0.388,P=0.003)也被认为是一个独立的保护因素:结论:与 a-TACE 和对照组相比,a-HAIC 在预防肿瘤复发和改善 MVI HCC 患者的生存率方面具有更大的优势。
{"title":"Hepatic Arterial Infusion Chemotherapy vs Transcatheter Arterial Chemoembolization as Adjuvant Therapy Following Surgery for MVI-Positive Hepatocellular Carcinoma: A Multicenter Propensity Score Matching Analysis","authors":"Yuhua Wen, Lianghe Lu, Jie Mei, Yihong Ling, Renguo Guan, Wenping Lin, Wei Wei, Rongping Guo","doi":"10.2147/jhc.s453250","DOIUrl":"https://doi.org/10.2147/jhc.s453250","url":null,"abstract":"<strong>Background:</strong> Microvascular invasion (MVI) is a significant pathological feature in hepatocellular carcinoma (HCC), adjuvant hepatic arterial infusion chemotherapy (a-HAIC) and adjuvant transcatheter arterial chemoembolization (a-TACE), are commonly used for HCC patients with MVI. This study aims to evaluate the efficacies of two adjuvant therapies after surgical treatment for HCC, compare them, and identify the significant factors.<br/><strong>Methods:</strong> Clinical data from two randomized controlled trials involving HCC patients with MVI after surgical treatment were retrospectively reviewed. Propensity score matching (PSM) analysis was performed to balance baseline differences between patients who received a-HAIC or a-TACE, and control groups who underwent hepatectomy alone. Disease-free survival (DFS) and overall survival (OS) rates were compared.<br/><strong>Results:</strong> In total of 549 patients were collected from two randomized controlled trials. Using the PSM and Kaplan-Meier method, the median DFS of the a-HAIC, a-TACE, and control groups was 63.2, 21.7, and 11.2 months (<em>P&lt;</em> 0.05). The a-HAIC group show significantly better 1-, 3-, and 5-year OS rates compared to the a-TACE and control groups (96.3%, 80.0%, 72.8% vs 84.4%, 57.0%, 29.8% vs 84.5%, 62.8%, 53.4%, P&lt; 0.05). But the OS rates of a-TACE and control groups showed no significant difference (<em>P</em>=0.279). Multivariate analysis identified a-HAIC (HR=0.449, <em>P</em>=0.000) and a-TACE (HR=0.633, <em>P</em>=0.007) as independent protective factors. For OS, a-HAIC (HR=0.388, <em>P</em>=0.003) was identified as an independent protective factor, too.<br/><strong>Conclusion:</strong> Compared to a-TACE and the control group, a-HAIC demonstrated greater benefits in preventing tumor recurrence and improving survival in HCC patients with MVI.<br/><br/>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140572800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning Model Based on the Neutrophil-to-Eosinophil Ratio Predicts the Recurrence of Hepatocellular Carcinoma After Surgery 基于中性粒细胞与嗜酸性粒细胞比率的机器学习模型可预测肝细胞癌术后复发
IF 4.1 3区 医学 Pub Date : 2024-04-03 DOI: 10.2147/jhc.s455612
Guanming Shao, Yonghui Ma, Chao Qu, Ruiqian Gao, Chengzhan Zhu, Linlin Qu, Kui Liu, Na Li, Peng Sun, Jingyu Cao
Background: Circulating eosinophils are associated with tumor development. An eosinophil-related index, the neutrophil to eosinophil ratio (NER), can be used to predict the prognosis of patients with tumors. However, there is still a lack of efficient prognostic biomarkers for HCC. In this study, we aimed to investigate the predictive value of the NER and develop an optimal machine learning model for the recurrence of HCC patients. Patients and methods: A retrospective collection of 562 patients who underwent hepatectomy with a pathologic diagnosis of HCC was performed. The relationship between NER and progression-free survival (PFS) was investigated. We developed a new machine learning framework with 10 machine learning algorithms and their 101 combinations to select the best model for predicting recurrence after hepatectomy. The performance of the model was assessed by the area under the curve (AUC) of characteristics and calibration curves, and clinical utility was evaluated by decision curve analysis (DCA).
Results: Kaplan‒Meier curves showed that the PFS in the low NER group was significantly better than that in the high NER group. Multivariate Cox regression analysis showed that NER was an independent risk factor for recurrence after surgery. The random survival forests (RSF) model was selected as the best model that had good predictive efficacy and outperformed the TNM, BCLC, and CNLC staging systems.
Conclusion: The NER has good predictive value for postoperative recurrence in patients with hepatocellular carcinoma. Machine learning model based on NER can be used for accurate predictions.

背景:循环中的嗜酸性粒细胞与肿瘤的发展有关。嗜酸性粒细胞相关指数--中性粒细胞与嗜酸性粒细胞比值(NER)可用于预测肿瘤患者的预后。然而,目前仍缺乏有效的 HCC 预后生物标志物。在这项研究中,我们旨在调查嗜酸性粒细胞比值的预测价值,并为 HCC 患者的复发建立一个最佳的机器学习模型。患者和方法:我们回顾性地收集了562名接受肝切除术并经病理诊断为HCC的患者。我们研究了NER与无进展生存期(PFS)之间的关系。我们开发了一个新的机器学习框架,其中包含 10 种机器学习算法及其 101 种组合,以选择预测肝切除术后复发的最佳模型。通过特征曲线和校准曲线的曲线下面积(AUC)评估了模型的性能,并通过决策曲线分析(DCA)评估了临床实用性:Kaplan-Meier曲线显示,低NER组的PFS明显优于高NER组。多变量考克斯回归分析显示,NER是术后复发的独立风险因素。随机生存森林(RSF)模型被选为最佳模型,具有良好的预测效果,优于TNM、BCLC和CNLC分期系统:结论:NER 对肝细胞癌患者术后复发具有良好的预测价值。基于 NER 的机器学习模型可用于准确预测。
{"title":"Machine Learning Model Based on the Neutrophil-to-Eosinophil Ratio Predicts the Recurrence of Hepatocellular Carcinoma After Surgery","authors":"Guanming Shao, Yonghui Ma, Chao Qu, Ruiqian Gao, Chengzhan Zhu, Linlin Qu, Kui Liu, Na Li, Peng Sun, Jingyu Cao","doi":"10.2147/jhc.s455612","DOIUrl":"https://doi.org/10.2147/jhc.s455612","url":null,"abstract":"<strong>Background:</strong> Circulating eosinophils are associated with tumor development. An eosinophil-related index, the neutrophil to eosinophil ratio (NER), can be used to predict the prognosis of patients with tumors. However, there is still a lack of efficient prognostic biomarkers for HCC. In this study, we aimed to investigate the predictive value of the NER and develop an optimal machine learning model for the recurrence of HCC patients. Patients and methods: A retrospective collection of 562 patients who underwent hepatectomy with a pathologic diagnosis of HCC was performed. The relationship between NER and progression-free survival (PFS) was investigated. We developed a new machine learning framework with 10 machine learning algorithms and their 101 combinations to select the best model for predicting recurrence after hepatectomy. The performance of the model was assessed by the area under the curve (AUC) of characteristics and calibration curves, and clinical utility was evaluated by decision curve analysis (DCA).<br/><strong>Results:</strong> Kaplan‒Meier curves showed that the PFS in the low NER group was significantly better than that in the high NER group. Multivariate Cox regression analysis showed that NER was an independent risk factor for recurrence after surgery. The random survival forests (RSF) model was selected as the best model that had good predictive efficacy and outperformed the TNM, BCLC, and CNLC staging systems.<br/><strong>Conclusion:</strong> The NER has good predictive value for postoperative recurrence in patients with hepatocellular carcinoma. Machine learning model based on NER can be used for accurate predictions.<br/><br/>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140572586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical Characteristics of Non-B and Non-C Biopsy-Proven Primary Liver Cancers in an HBV- Endemic Area: A Retrospective Study HBV 流行地区经活检证实的非 B 型和非 C 型原发性肝癌的临床特征:回顾性研究
IF 4.1 3区 医学 Pub Date : 2024-04-01 DOI: 10.2147/jhc.s455741
Zhen Hu, Huaying Zhou
Objective: To explore the distribution of probable causes and clinical characteristics of non-B and non-C (NBNC) primary liver cancer (PLC) patients in the HBV-endemic region. Methods: A total of 86 individuals with biopsy-proven NBNC-PLC were enrolled. NBNC-PLC patients were defined as negative for both anti-HCV antibodies and five serum hepatitis B markers. Patients’ characteristics were collected from medical records. Results: Among them, most of the NBNC-PLC patients had intrahepatic cholangiocarcinoma (ICC) (81.4%), and 12.8% had hepatocellular carcinoma (HCC). The NBNC ICC group had more platelet count, GGT, and CA199 levels; approximately two-thirds were female, and it was more often present in patients with biliary inflammatory diseases, especially intrahepatic biliary lithiasis. The NBNC HCC group was older and had a higher proportion of dyslipidemia, obesity, cirrhosis, and AFP levels. Conclusion: Our data revealed that most of the NBNC PLC patients were ICC. Female patients with biliary inflammatory diseases and higher CA199 levels had an increased risk of ICC, and patients with metabolic risk factors and elevated AFP levels were more likely to develop HCC. Additional research should be performed to verify this finding.
目的探讨 HBV 流行地区非 B 型和非 C 型(NBNC)原发性肝癌(PLC)患者的可能病因分布和临床特征。方法:对86例活检发现的原发性肝癌(PLC)患者进行分析:共招募了86名经活检证实的NBNC-PLC患者。NBNC-PLC患者的定义是抗-HCV抗体和五种血清乙型肝炎标志物均为阴性。从医疗记录中收集患者的特征。结果显示其中,大多数 NBNC-PLC 患者患有肝内胆管癌(ICC)(81.4%),12.8% 患有肝细胞癌(HCC)。NBNC ICC 组的血小板计数、谷丙转氨酶和 CA199 水平较高;约三分之二为女性,多见于胆道炎症,尤其是肝内胆管结石患者。NBNC HCC 组年龄较大,血脂异常、肥胖、肝硬化和 AFP 水平较高。结论我们的数据显示,大多数 NBNC PLC 患者为 ICC。患有胆道炎症和 CA199 水平较高的女性患者患 ICC 的风险更高,而具有代谢风险因素和 AFP 水平升高的患者更有可能发展为 HCC。应开展更多研究来验证这一发现。
{"title":"Clinical Characteristics of Non-B and Non-C Biopsy-Proven Primary Liver Cancers in an HBV- Endemic Area: A Retrospective Study","authors":"Zhen Hu, Huaying Zhou","doi":"10.2147/jhc.s455741","DOIUrl":"https://doi.org/10.2147/jhc.s455741","url":null,"abstract":"Objective: To explore the distribution of probable causes and clinical characteristics of non-B and non-C (NBNC) primary liver cancer (PLC) patients in the HBV-endemic region. Methods: A total of 86 individuals with biopsy-proven NBNC-PLC were enrolled. NBNC-PLC patients were defined as negative for both anti-HCV antibodies and five serum hepatitis B markers. Patients’ characteristics were collected from medical records. Results: Among them, most of the NBNC-PLC patients had intrahepatic cholangiocarcinoma (ICC) (81.4%), and 12.8% had hepatocellular carcinoma (HCC). The NBNC ICC group had more platelet count, GGT, and CA199 levels; approximately two-thirds were female, and it was more often present in patients with biliary inflammatory diseases, especially intrahepatic biliary lithiasis. The NBNC HCC group was older and had a higher proportion of dyslipidemia, obesity, cirrhosis, and AFP levels. Conclusion: Our data revealed that most of the NBNC PLC patients were ICC. Female patients with biliary inflammatory diseases and higher CA199 levels had an increased risk of ICC, and patients with metabolic risk factors and elevated AFP levels were more likely to develop HCC. Additional research should be performed to verify this finding.","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140772982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Four-Gene Signature Based on Nonsense-Mediated RNA Decay for Predicting Prognosis in Hepatocellular Carcinoma: Bioinformatics Analysis and Functional Validation 基于无意义 RNA 降解的新型四基因特征预测肝细胞癌预后:生物信息学分析和功能验证
IF 4.1 3区 医学 Pub Date : 2024-04-01 DOI: 10.2147/jhc.s450711
Jiaxin Zhao, Cheng Wang, Liang Zhao, Huiying Zhou, Rui Wu, Tao Zhang, Jiawei Ding, Junjie Zhou, Huilin Zheng, Lei Zhang, Tianci Kong, Jie Zhou, Zhenhua Hu
Purpose: Nonsense-mediated RNA decay (NMD), a surveillance pathway for selective degradation of aberrant mRNAs, is associated with cancer progression. Its potential as a predictor for aggressive hepatocellular carcinoma (HCC) is unclear. Here, we present an innovative NMD risk model for predicting HCC prognosis
目的:有义基因介导的 RNA 降解(NMD)是选择性降解异常 mRNA 的监控途径,与癌症进展有关。它作为侵袭性肝细胞癌(HCC)预测指标的潜力尚不明确。在此,我们提出了一种创新的 NMD 风险模型,用于预测 HCC 预后
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引用次数: 0
High-Risk Hepatocellular Carcinoma: Hepatic Arterial Infusion Chemotherapy versus Transarterial Chemoembolization 高风险肝细胞癌:肝动脉灌注化疗与经动脉化疗栓塞术比较
IF 4.1 3区 医学 Pub Date : 2024-03-27 DOI: 10.2147/jhc.s455953
Baogen Zhang, Biqing Huang, Fan Yang, Jiandong Yang, Man Kong, Jing Wang, Yaoxian Xiang, Kangjie Wang, Ruchen Peng, Kun Yang, Chao An, Dong Yan
Objective: To compare the efficacy and safety of hepatic arterial infusion chemotherapy (HAIC) with transarterial chemoembolization (TACE) for the treatment of high-risk hepatocellular carcinoma (hHCC) patients.
Methods: Between January 2014 and August 2022, a total of 1765 consecutive patients with hHCC who underwent initial intra-arterial therapies were reviewed and divided into a TACE group (n, 507) and a HAIC group (n, 426). The study used propensity score matching (PSM) to reduce selectivity bias. Overall survival (OS) and progression-free survival (PFS) were compared using Kaplan‒Meier curves with the Log rank test. The objective response rate (ORR), conversion surgery rate (CSR) adverse event (AE) comparison and subgroup analysis were performed between the two groups.
Results: After PSM 1:1, 444 patients were divided into two groups. The patients with hHCC who received HAIC had higher median PFS (6.1 vs 3.3 months, P < 0.001) and OS (10.3 vs 8.2 months, P=0.303) than TACE. Higher ORR (24.8% vs 11.7%) and CSR (15.5% vs 8.9%) were found in the HAIC group than in the TACE group (both P < 0.05). The incidence of grade 3/4 AE was 23.9% and 8.1% in the TACE and HAIC groups, respectively. The subgroup analysis suggest that HAIC appeared to particularly benefit patients with tumor diameter of more than 10 centimeters (hazard ratio [HR], 0.6; 95% CI, 0.47– 0.77; p, 0.00) and PVTT Vp4 (HR, 0.56; 95% CI, 0.39– 0.8; P, 0.01) for PFS outperforming TACE.
Conclusion: HAIC can provide better disease control for hHCC than cTACE, with a comparable long-term OS and safety.

Keywords: hepatocellular carcinoma, transarterial chemoembolization, hepatic artery infusion chemotherapy, high risk
目的比较肝动脉灌注化疗(HAIC)与经动脉化疗栓塞(TACE)治疗高危肝细胞癌(hHCC)患者的有效性和安全性:2014年1月至2022年8月期间,共对1765例接受了初次动脉内治疗的连续肝细胞癌患者进行了回顾性研究,并将其分为TACE组(507例)和HAIC组(426例)。研究采用倾向评分匹配(PSM)来减少选择性偏差。总生存期(OS)和无进展生存期(PFS)采用卡普兰-梅耶曲线和对数秩检验进行比较。对两组患者的客观反应率(ORR)、手术转化率(CSR)、不良事件(AE)进行比较,并进行亚组分析:PSM 1:1 后,444 名患者被分为两组。接受 HAIC 治疗的 hHCC 患者的中位 PFS(6.1 个月 vs 3.3 个月,P < 0.001)和 OS(10.3 个月 vs 8.2 个月,P=0.303)均高于 TACE。HAIC组的ORR(24.8% vs 11.7%)和CSR(15.5% vs 8.9%)均高于TACE组(P均为0.05)。TACE组和HAIC组的3/4级AE发生率分别为23.9%和8.1%。亚组分析表明,HAIC似乎对肿瘤直径超过10厘米(危险比[HR],0.6;95% CI,0.47- 0.77;P,0.00)和PVTT Vp4(HR,0.56;95% CI,0.39- 0.8;P,0.01)的患者特别有益,PFS优于TACE:关键词:肝细胞癌;经动脉化疗栓塞;肝动脉灌注化疗;高风险
{"title":"High-Risk Hepatocellular Carcinoma: Hepatic Arterial Infusion Chemotherapy versus Transarterial Chemoembolization","authors":"Baogen Zhang, Biqing Huang, Fan Yang, Jiandong Yang, Man Kong, Jing Wang, Yaoxian Xiang, Kangjie Wang, Ruchen Peng, Kun Yang, Chao An, Dong Yan","doi":"10.2147/jhc.s455953","DOIUrl":"https://doi.org/10.2147/jhc.s455953","url":null,"abstract":"<strong>Objective:</strong> To compare the efficacy and safety of hepatic arterial infusion chemotherapy (HAIC) with transarterial chemoembolization (TACE) for the treatment of high-risk hepatocellular carcinoma (hHCC) patients.<br/><strong>Methods:</strong> Between January 2014 and August 2022, a total of 1765 consecutive patients with hHCC who underwent initial intra-arterial therapies were reviewed and divided into a TACE group (n, 507) and a HAIC group (n, 426). The study used propensity score matching (PSM) to reduce selectivity bias. Overall survival (OS) and progression-free survival (PFS) were compared using Kaplan‒Meier curves with the Log rank test. The objective response rate (ORR), conversion surgery rate (CSR) adverse event (AE) comparison and subgroup analysis were performed between the two groups.<br/><strong>Results:</strong> After PSM 1:1, 444 patients were divided into two groups. The patients with hHCC who received HAIC had higher median PFS (6.1 vs 3.3 months, <em>P</em> &lt; 0.001) and OS (10.3 vs 8.2 months, <em>P</em>=0.303) than TACE. Higher ORR (24.8% vs 11.7%) and CSR (15.5% vs 8.9%) were found in the HAIC group than in the TACE group (both <em>P</em> &lt; 0.05). The incidence of grade 3/4 AE was 23.9% and 8.1% in the TACE and HAIC groups, respectively. The subgroup analysis suggest that HAIC appeared to particularly benefit patients with tumor diameter of more than 10 centimeters (hazard ratio [HR], 0.6; 95% CI, 0.47– 0.77; p, 0.00) and PVTT Vp4 (HR, 0.56; 95% CI, 0.39– 0.8; <em>P</em>, 0.01) for PFS outperforming TACE.<br/><strong>Conclusion:</strong> HAIC can provide better disease control for hHCC than cTACE, with a comparable long-term OS and safety.<br/><br/><strong>Keywords:</strong> hepatocellular carcinoma, transarterial chemoembolization, hepatic artery infusion chemotherapy, high risk<br/>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140300501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The State of Systematic Therapies in Clinic for Hepatobiliary Cancers 肝胆癌临床系统疗法的现状
IF 4.1 3区 医学 Pub Date : 2024-03-27 DOI: 10.2147/jhc.s454666
Weixun Chen, Zhengnan Hu, Ganxun Li, Lei Zhang, Tao Li
Abstract: Hepatobiliary cancer (HBC) includes hepatocellular carcinoma and biliary tract carcinoma (cholangiocarcinoma and gallbladder carcinoma), and its morbidity and mortality are significantly correlated with disease stage. Surgery is the cornerstone of curative therapy for early stage of HBC. However, a large proportion of patients with HBC are diagnosed with advanced stage and can only receive systemic treatment. According to the results of clinical trials, the first-line and second-line treatment programs are constantly updated with the improvement of therapeutic effectiveness. In order to improve the therapeutic effect, reduce the occurrence of drug resistance, and reduce the adverse reactions of patients, the treatment of HBC has gradually developed from single-agent therapy to combination. The traditional therapeutic philosophy proposed that patients with advanced HBC are only amenable to systematic therapies. With some encouraging clinical trial results, the treatment concept has been revolutionized, and patients with advanced HBC who receive novel systemic combination therapies with multi-modality treatment (including surgery, transplant, TACE, HAIC, RT) have significantly improved survival time. This review summarizes the treatment options and the latest clinical advances of HBC in each stage and discusses future direction, in order to inform the development of more effective treatments for HBC.

Keywords: hepatobiliary cancer, systemic treatment, combination therapies
摘要:肝胆管癌(HBC)包括肝细胞癌和胆道癌(胆管癌和胆囊癌),其发病率和死亡率与疾病分期密切相关。手术是治愈早期 HBC 的基石。然而,很大一部分 HBC 患者被诊断为晚期,只能接受全身治疗。根据临床试验结果,随着疗效的提高,一线和二线治疗方案也在不断更新。为了提高疗效,减少耐药性的发生,降低患者的不良反应,HBC 的治疗逐渐从单药治疗发展到联合治疗。传统的治疗理念认为,晚期 HBC 患者只能接受系统治疗。随着一些令人鼓舞的临床试验结果的出现,治疗理念发生了革命性的变化,晚期 HBC 患者在接受新型系统性联合疗法和多模式治疗(包括手术、移植、TACE、HAIC、RT)后,生存时间明显改善。本综述总结了 HBC 各阶段的治疗方案和最新临床进展,并探讨了未来的发展方向,以期为开发更有效的 HBC 治疗方法提供参考。
{"title":"The State of Systematic Therapies in Clinic for Hepatobiliary Cancers","authors":"Weixun Chen, Zhengnan Hu, Ganxun Li, Lei Zhang, Tao Li","doi":"10.2147/jhc.s454666","DOIUrl":"https://doi.org/10.2147/jhc.s454666","url":null,"abstract":"<strong>Abstract:</strong> Hepatobiliary cancer (HBC) includes hepatocellular carcinoma and biliary tract carcinoma (cholangiocarcinoma and gallbladder carcinoma), and its morbidity and mortality are significantly correlated with disease stage. Surgery is the cornerstone of curative therapy for early stage of HBC. However, a large proportion of patients with HBC are diagnosed with advanced stage and can only receive systemic treatment. According to the results of clinical trials, the first-line and second-line treatment programs are constantly updated with the improvement of therapeutic effectiveness. In order to improve the therapeutic effect, reduce the occurrence of drug resistance, and reduce the adverse reactions of patients, the treatment of HBC has gradually developed from single-agent therapy to combination. The traditional therapeutic philosophy proposed that patients with advanced HBC are only amenable to systematic therapies. With some encouraging clinical trial results, the treatment concept has been revolutionized, and patients with advanced HBC who receive novel systemic combination therapies with multi-modality treatment (including surgery, transplant, TACE, HAIC, RT) have significantly improved survival time. This review summarizes the treatment options and the latest clinical advances of HBC in each stage and discusses future direction, in order to inform the development of more effective treatments for HBC.<br/><br/><strong>Keywords:</strong> hepatobiliary cancer, systemic treatment, combination therapies<br/>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140303302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Influence of Drug-Eluting Beads Transarterial Chemoembolization on Serum Levels of Soluble Programmed Cell Death Protein-1 in Advanced Hepatocellular Carcinoma Patients 药物洗脱珠经动脉化疗栓塞对晚期肝细胞癌患者血清可溶性程序性细胞死亡蛋白-1水平的影响
IF 4.1 3区 医学 Pub Date : 2024-03-25 DOI: 10.2147/jhc.s452409
Xiaochen Ma, Xiangyang Sun, Fubo Xie, Wencheng Jian, Qingliang Wang, Yang Xie, Caixia Li, Kai Zhang
Aim: This study aims to explore the role of soluble programmed cell death protein 1 (sPD-1) in individuals with hepatocellular carcinoma (HCC) undergoing treatment with drug-eluting beads transarterial chemoembolization (D-TACE). Additionally, we aim to assess the potential utility of sPD-1 for determining the optimal timing for combining D-TACE with immune checkpoint inhibitors (ICIs).
Materials and Methods: A total of 44 HCC patients eligible for D-TACE and 55 healthy volunteers were enrolled in this study. Three milliliters of peripheral venous blood from the patients were collected on the day before D-TACE and 3, 7, and 30 days after D-TACE, respectively, for the assay of sPD-1. The relationships between sPD-1 levels, clinical features, outcomes, and the fluctuation of sPD-1 during treatment were analyzed.
Results: The initial sPD-1 levels in patients were found to be significantly higher than those in the control group. Although the initial sPD-1 levels displayed a decreasing trend with an increase in BCLC stage, no significant differences were observed among patients at different BCLC stages. The sPD-1 level on day 3 after D-TACE was similar to that on day 7 after D-TACE and significantly lower than the initial level. The sPD-1 level on day 30 after D-TACE was significantly higher than that on day 3 and day 7 after D-TACE and nearly returned to the initial level before D-TACE.
Conclusion: The level of sPD-1 was found to be significantly elevated in patients with HCC. However, further research is deemed necessary to fully understand the role of sPD-1 as a potential biomarker in the initiation, progression, and prognosis of HCC. The decrease in sPD-1 following D-TACE suggests that immune effector cells might potentially be reduced, as well as immune function weakened, highlighting the need to avoid the prompt administration of ICIs after D-TACE.

Keywords: hepatocellular carcinoma, immunotherapy, soluble programmed cell death protein 1, drug-eluting beads transarterial chemoembolization
目的:本研究旨在探讨可溶性程序性细胞死亡蛋白1(sPD-1)在接受药物洗脱珠经动脉化疗栓塞(D-TACE)治疗的肝细胞癌(HCC)患者中的作用。此外,我们还旨在评估sPD-1在确定D-TACE与免疫检查点抑制剂(ICIs)联合治疗的最佳时机方面的潜在作用:本研究共招募了 44 名符合 D-TACE 治疗条件的 HCC 患者和 55 名健康志愿者。分别于 D-TACE 前一天、D-TACE 后 3 天、7 天和 30 天采集患者 3 毫升外周静脉血,用于检测 sPD-1。分析了治疗过程中 sPD-1 水平、临床特征、疗效和 sPD-1 波动之间的关系:结果:发现患者的初始 sPD-1 水平明显高于对照组。虽然随着 BCLC 分期的增加,初始 sPD-1 水平呈下降趋势,但在 BCLC 分期不同的患者之间未观察到显著差异。D-TACE 后第 3 天的 sPD-1 水平与 D-TACE 后第 7 天的水平相似,明显低于初始水平。D-TACE后第30天的sPD-1水平明显高于D-TACE后第3天和第7天的水平,并几乎恢复到D-TACE前的初始水平:结论:研究发现 HCC 患者的 sPD-1 水平明显升高。结论:研究发现,sPD-1 水平在 HCC 患者中明显升高。然而,要全面了解 sPD-1 作为潜在生物标志物在 HCC 发病、进展和预后中的作用,还需要进一步研究。D-TACE后sPD-1的下降表明,免疫效应细胞可能会减少,免疫功能也会减弱,这突出了避免在D-TACE后及时使用ICIs的必要性。
{"title":"The Influence of Drug-Eluting Beads Transarterial Chemoembolization on Serum Levels of Soluble Programmed Cell Death Protein-1 in Advanced Hepatocellular Carcinoma Patients","authors":"Xiaochen Ma, Xiangyang Sun, Fubo Xie, Wencheng Jian, Qingliang Wang, Yang Xie, Caixia Li, Kai Zhang","doi":"10.2147/jhc.s452409","DOIUrl":"https://doi.org/10.2147/jhc.s452409","url":null,"abstract":"<strong>Aim:</strong> This study aims to explore the role of soluble programmed cell death protein 1 (sPD-1) in individuals with hepatocellular carcinoma (HCC) undergoing treatment with drug-eluting beads transarterial chemoembolization (D-TACE). Additionally, we aim to assess the potential utility of sPD-1 for determining the optimal timing for combining D-TACE with immune checkpoint inhibitors (ICIs).<br/><strong>Materials and Methods:</strong> A total of 44 HCC patients eligible for D-TACE and 55 healthy volunteers were enrolled in this study. Three milliliters of peripheral venous blood from the patients were collected on the day before D-TACE and 3, 7, and 30 days after D-TACE, respectively, for the assay of sPD-1. The relationships between sPD-1 levels, clinical features, outcomes, and the fluctuation of sPD-1 during treatment were analyzed.<br/><strong>Results:</strong> The initial sPD-1 levels in patients were found to be significantly higher than those in the control group. Although the initial sPD-1 levels displayed a decreasing trend with an increase in BCLC stage, no significant differences were observed among patients at different BCLC stages. The sPD-1 level on day 3 after D-TACE was similar to that on day 7 after D-TACE and significantly lower than the initial level. The sPD-1 level on day 30 after D-TACE was significantly higher than that on day 3 and day 7 after D-TACE and nearly returned to the initial level before D-TACE.<br/><strong>Conclusion:</strong> The level of sPD-1 was found to be significantly elevated in patients with HCC. However, further research is deemed necessary to fully understand the role of sPD-1 as a potential biomarker in the initiation, progression, and prognosis of HCC. The decrease in sPD-1 following D-TACE suggests that immune effector cells might potentially be reduced, as well as immune function weakened, highlighting the need to avoid the prompt administration of ICIs after D-TACE.<br/><br/><strong>Keywords:</strong> hepatocellular carcinoma, immunotherapy, soluble programmed cell death protein 1, drug-eluting beads transarterial chemoembolization<br/>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140300508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of a Reliable GADSAH Model for Differentiating AFP-negative Hepatic Benign and Malignant Occupying Lesions 开发可靠的 GADSAH 模型以区分 AFP 阴性肝脏良性和恶性占位病变
IF 4.1 3区 医学 Pub Date : 2024-03-23 DOI: 10.2147/jhc.s452628
Xiaoling Long, Huan Zeng, Yun Zhang, Qiulong Lu, Zhao Cao, Hong Shu
Purpose: Developing a high-value, convenient, and validated differential diagnosis model to differentiate alpha-fetoprotein (AFP) negative hepatic occupying lesions and assist clinicians in early identification and intervention.
Patients and Methods: A total of 340 patients with AFP-negative hepatic occupying lesions who were admitted to the Guangxi Medical University Cancer Hospital between August 2021 and April 2023 were included in the final retrospective analysis. The data were randomly divided into training and validation sets in a 7:3 ratio after performing multiple interpolations. In the training set, laboratory variables and models were screened using least absolute shrinkage and selection operator regression analysis, comparison of five machine learning algorithms, and univariate, as well as multivariate logistic regression analysis. A diagnostic prediction nomogram model was developed. We evaluated and validated the model using the receiver operating characteristic (ROC) curve analysis, calibration curve analysis, and decision curve analysis (DCA).
Results: We identified six significant predictive factors from the results of multivariate logistic analysis in the training set and incorporated them into the nomogram model for diagnosing AFP-negative hepatic malignant occupying lesions (HMOL). The diagnostic nomogram, including gender, age, des-gamma-carboxy prothrombin (DCP), serum ferritin (SF), AFP, and hepatitis B surface antigen (HBsAg), achieved an area under the curve of 0.905 discriminated patients with HMOL from those with benign occupying lesions. Additionally, calibration curves demonstrated the close alignment between the nomogram predictions and the ideal curve, along with the consistency between predictions and actual results. Moreover, the DCA curves illustrated indicated benefit for all patients. These finding were confirmed by the validation set.
Conclusion: The GADSAH model specifically targets the discrimination of malignant and benign liver lesions in AFP-negative patients. It offers a noninvasive, cost-effective, and efficient approach for diagnosing such cases.

Keywords: hepatic occupying lesions, alpha-fetoprotein-negative, nomogram, diagnostic model
目的:建立一个高价值、便捷、有效的鉴别诊断模型,以鉴别甲胎蛋白(AFP)阴性肝占位性病变,协助临床医生早期识别和干预:本次回顾性分析共纳入广西医科大学附属肿瘤医院2021年8月至2023年4月期间收治的340例甲胎蛋白阴性肝占位病变患者。数据经多次插值后,按 7:3 的比例随机分为训练集和验证集。在训练集中,使用最小绝对收缩和选择算子回归分析、五种机器学习算法比较、单变量和多变量逻辑回归分析筛选实验室变量和模型。我们建立了一个诊断预测提名图模型。我们使用接收者操作特征曲线(ROC)分析、校准曲线分析和决策曲线分析(DCA)对模型进行了评估和验证:结果:我们从训练集的多变量逻辑分析结果中确定了六个重要的预测因素,并将它们纳入诊断 AFP 阴性肝恶性占位病变(HMOL)的提名图模型中。诊断提名图包括性别、年龄、去γ-羧基凝血酶原(DCP)、血清铁蛋白(SF)、AFP 和乙肝表面抗原(HBsAg),曲线下面积为 0.905,可将 HMOL 患者与良性占位性病变患者区分开来。此外,校准曲线显示了提名图预测结果与理想曲线之间的密切吻合,以及预测结果与实际结果之间的一致性。此外,DCA 曲线显示所有患者都能受益。这些发现在验证集上得到了证实:结论:GADSAH 模型专门用于鉴别 AFP 阴性患者肝脏的恶性和良性病变。关键词:肝占位性病变;甲胎蛋白阴性;提名图;诊断模型
{"title":"Development of a Reliable GADSAH Model for Differentiating AFP-negative Hepatic Benign and Malignant Occupying Lesions","authors":"Xiaoling Long, Huan Zeng, Yun Zhang, Qiulong Lu, Zhao Cao, Hong Shu","doi":"10.2147/jhc.s452628","DOIUrl":"https://doi.org/10.2147/jhc.s452628","url":null,"abstract":"<strong>Purpose:</strong> Developing a high-value, convenient, and validated differential diagnosis model to differentiate alpha-fetoprotein (AFP) negative hepatic occupying lesions and assist clinicians in early identification and intervention.<br/><strong>Patients and Methods:</strong> A total of 340 patients with AFP-negative hepatic occupying lesions who were admitted to the Guangxi Medical University Cancer Hospital between August 2021 and April 2023 were included in the final retrospective analysis. The data were randomly divided into training and validation sets in a 7:3 ratio after performing multiple interpolations. In the training set, laboratory variables and models were screened using least absolute shrinkage and selection operator regression analysis, comparison of five machine learning algorithms, and univariate, as well as multivariate logistic regression analysis. A diagnostic prediction nomogram model was developed. We evaluated and validated the model using the receiver operating characteristic (ROC) curve analysis, calibration curve analysis, and decision curve analysis (DCA).<br/><strong>Results:</strong> We identified six significant predictive factors from the results of multivariate logistic analysis in the training set and incorporated them into the nomogram model for diagnosing AFP-negative hepatic malignant occupying lesions (HMOL). The diagnostic nomogram, including gender, age, des-gamma-carboxy prothrombin (DCP), serum ferritin (SF), AFP, and hepatitis B surface antigen (HBsAg), achieved an area under the curve of 0.905 discriminated patients with HMOL from those with benign occupying lesions. Additionally, calibration curves demonstrated the close alignment between the nomogram predictions and the ideal curve, along with the consistency between predictions and actual results. Moreover, the DCA curves illustrated indicated benefit for all patients. These finding were confirmed by the validation set.<br/><strong>Conclusion:</strong> The GADSAH model specifically targets the discrimination of malignant and benign liver lesions in AFP-negative patients. It offers a noninvasive, cost-effective, and efficient approach for diagnosing such cases.<br/><br/><strong>Keywords:</strong> hepatic occupying lesions, alpha-fetoprotein-negative, nomogram, diagnostic model<br/>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140201279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancement Pattern Mapping for Early Detection of Hepatocellular Carcinoma in Patients with Cirrhosis 增强模式图用于肝硬化患者肝细胞癌的早期检测
IF 4.1 3区 医学 Pub Date : 2024-03-20 DOI: 10.2147/jhc.s449996
Newsha Nikzad, David Thomas Fuentes, Millicent Roach, Tasadduk Chowdhury, Matthew Cagley, Mohamed Badawy, Ahmed Elkhesen, Manal Hassan, Khaled Elsayes, Laura Beretta, Eugene Jon Koay, Prasun Kumar Jalal
Background and Aims: Limited methods exist to accurately characterize the risk of malignant progression of liver lesions. Enhancement pattern mapping (EPM) measures voxel-based root mean square deviation (RMSD) of parenchyma and the contrast-to-noise (CNR) ratio enhances in malignant lesions. This study investigates the utilization of EPM to differentiate between HCC versus cirrhotic parenchyma with and without benign lesions.
Methods: Patients with cirrhosis undergoing MRI surveillance were studied prospectively. Cases (n=48) were defined as patients with LI-RADS 3 and 4 lesions who developed HCC during surveillance. Controls (n=99) were patients with and without LI-RADS 3 and 4 lesions who did not develop HCC. Manual and automated EPM signals of liver parenchyma between cases and controls were quantitatively validated on an independent patient set using cross validation with manual methods avoiding parenchyma with artifacts or blood vessels.
Results: With manual EPM, RMSD of 0.37 was identified as a cutoff for distinguishing lesions that progress to HCC from background parenchyma with and without lesions on pre-diagnostic scans (median time interval 6.8 months) with an area under the curve (AUC) of 0.83 (CI: 0.73– 0.94) and a sensitivity, specificity, and accuracy of 0.65, 0.97, and 0.89, respectively. At the time of diagnostic scans, a sensitivity, specificity, and accuracy of 0.79, 0.93, and 0.88 were achieved with manual EPM with an AUC of 0.89 (CI: 0.82– 0.96). EPM RMSD signals of background parenchyma that did not progress to HCC in cases and controls were similar (case EPM: 0.22 ± 0.08, control EPM: 0.22 ± 0.09, p=0.8). Automated EPM produced similar quantitative results and performance.
Conclusion: With manual EPM, a cutoff of 0.37 identifies quantifiable differences between HCC cases and controls approximately six months prior to diagnosis of HCC with an accuracy of 89%.

Plain Language Summary: Current surveillance and diagnostic methods in hepatocellular carcinoma are suboptimal. Enhancement pattern mapping is an imaging technique that quantifies lesion signals and may be useful in diagnostic and surveillance methods. Enhancement pattern mapping describes quantifiable differences between malignant and benign liver tissue on contrast-enhanced MRI. It amplifies lesion signal and distinguishes malignancy in a surveillance population. The novel imaging technique was investigated at single institution and analyzed lesions compared to cirrhotic parenchyma. Future efforts will include further risk stratification across LI-RADS group categories. The results provide evidence that enhancement pattern mapping uses available imaging data to distinguish hepatocellular carcinoma from non-cancerous parenchyma with and without benign lesions on scans six months prior to diagnosis with standard MRI. The technique introduces a prospective modality t
背景和目的:目前准确描述肝脏病变恶性进展风险的方法有限。增强模式图(EPM)测量基于体素的实质均方根偏差(RMSD),以及恶性病变中增强的对比度与噪声比(CNR)。本研究探讨了如何利用 EPM 来区分 HCC 和肝硬化实质,以及有无良性病变:方法:对接受磁共振成像监测的肝硬化患者进行前瞻性研究。病例(48 例)定义为在监测期间出现 HCC 的 LI-RADS 3 和 4 病变患者。对照组(n=99)为有或没有LI-RADS 3和4病变但未发展为HCC的患者。病例和对照组之间肝实质的手动和自动 EPM 信号通过交叉验证在独立的患者集上进行了定量验证,手动方法避免了带有伪影或血管的肝实质:通过手动 EPM,RMSD 0.37 被确定为从诊断前扫描(中位时间间隔为 6.8 个月)中有病变和无病变的背景实质中区分进展为 HCC 的病变的临界值,其曲线下面积 (AUC) 为 0.83(CI:0.73- 0.94),灵敏度、特异性和准确性分别为 0.65、0.97 和 0.89。在诊断扫描时,手动 EPM 的灵敏度、特异性和准确性分别为 0.79、0.93 和 0.88,AUC 为 0.89(CI:0.82- 0.96)。病例和对照组中未发展为 HCC 的背景实质的 EPM RMSD 信号相似(病例 EPM:0.22 ± 0.08,对照组 EPM:0.22 ± 0.09,P=0.8)。自动 EPM 的定量结果和性能相似:通过手动 EPM,以 0.37 为临界值可确定 HCC 病例和对照组在诊断 HCC 前约 6 个月的量化差异,准确率为 89%。增强模式图是一种可量化病变信号的成像技术,可用于诊断和监测方法。增强模式图描述了对比增强磁共振成像中恶性和良性肝组织之间可量化的差异。它能放大病变信号,并在监测人群中区分恶性肿瘤。该新型成像技术在单个机构进行了研究,并将病变与肝硬化实质进行了对比分析。未来的工作将包括对 LI-RADS 组别进行进一步的风险分层。研究结果证明,增强模式图利用现有的成像数据,可将肝细胞癌与标准磁共振成像诊断前六个月扫描中存在或不存在良性病变的非癌实质区分开来。该技术引入了一种前瞻性模式来提高诊断准确性和早期发现率,从而改善临床疗效:LI-RADS、核磁共振成像、放射组学、人工智能、肝癌、机器学习
{"title":"Enhancement Pattern Mapping for Early Detection of Hepatocellular Carcinoma in Patients with Cirrhosis","authors":"Newsha Nikzad, David Thomas Fuentes, Millicent Roach, Tasadduk Chowdhury, Matthew Cagley, Mohamed Badawy, Ahmed Elkhesen, Manal Hassan, Khaled Elsayes, Laura Beretta, Eugene Jon Koay, Prasun Kumar Jalal","doi":"10.2147/jhc.s449996","DOIUrl":"https://doi.org/10.2147/jhc.s449996","url":null,"abstract":"<strong>Background and Aims:</strong> Limited methods exist to accurately characterize the risk of malignant progression of liver lesions. Enhancement pattern mapping (EPM) measures voxel-based root mean square deviation (RMSD) of parenchyma and the contrast-to-noise (CNR) ratio enhances in malignant lesions. This study investigates the utilization of EPM to differentiate between HCC versus cirrhotic parenchyma with and without benign lesions.<br/><strong>Methods:</strong> Patients with cirrhosis undergoing MRI surveillance were studied prospectively. Cases (n=48) were defined as patients with LI-RADS 3 and 4 lesions who developed HCC during surveillance. Controls (n=99) were patients with and without LI-RADS 3 and 4 lesions who did not develop HCC. Manual and automated EPM signals of liver parenchyma between cases and controls were quantitatively validated on an independent patient set using cross validation with manual methods avoiding parenchyma with artifacts or blood vessels.<br/><strong>Results:</strong> With manual EPM, RMSD of 0.37 was identified as a cutoff for distinguishing lesions that progress to HCC from background parenchyma with and without lesions on pre-diagnostic scans (median time interval 6.8 months) with an area under the curve (AUC) of 0.83 (CI: 0.73– 0.94) and a sensitivity, specificity, and accuracy of 0.65, 0.97, and 0.89, respectively. At the time of diagnostic scans, a sensitivity, specificity, and accuracy of 0.79, 0.93, and 0.88 were achieved with manual EPM with an AUC of 0.89 (CI: 0.82– 0.96). EPM RMSD signals of background parenchyma that did not progress to HCC in cases and controls were similar (case EPM: 0.22 ± 0.08, control EPM: 0.22 ± 0.09, p=0.8). Automated EPM produced similar quantitative results and performance.<br/><strong>Conclusion:</strong> With manual EPM, a cutoff of 0.37 identifies quantifiable differences between HCC cases and controls approximately six months prior to diagnosis of HCC with an accuracy of 89%.<br/><br/><strong>Plain Language Summary:</strong> Current surveillance and diagnostic methods in hepatocellular carcinoma are suboptimal. Enhancement pattern mapping is an imaging technique that quantifies lesion signals and may be useful in diagnostic and surveillance methods. Enhancement pattern mapping describes quantifiable differences between malignant and benign liver tissue on contrast-enhanced MRI. It amplifies lesion signal and distinguishes malignancy in a surveillance population. The novel imaging technique was investigated at single institution and analyzed lesions compared to cirrhotic parenchyma. Future efforts will include further risk stratification across LI-RADS group categories. The results provide evidence that enhancement pattern mapping uses available imaging data to distinguish hepatocellular carcinoma from non-cancerous parenchyma with and without benign lesions on scans six months prior to diagnosis with standard MRI. The technique introduces a prospective modality t","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140165409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Plumbagin Regulates Snail to Inhibit Hepatocellular Carcinoma Epithelial-Mesenchymal Transition in vivo and in vitro Plumbagin 在体内和体外调节蜗牛以抑制肝细胞癌上皮-间质转化
IF 4.1 3区 医学 Pub Date : 2024-03-19 DOI: 10.2147/jhc.s452924
Yuan-Qin Du, Bin Yuan, Yi-Xian Ye, Feng-ling Zhou, Hong Liu, Jing-Jing Huang, Yan-Fei Wei
Background/Aims: Plumbagin (PL) has been shown to effe ctively inhibit autophagy, suppressing invasion and migration of hepatocellular carcinoma (HCC) cells. However, the specific mechanism remains unclear. This study aimed to investigate the effect of PL on tumor growth factor (TGF)-β-induced epithelial-mesenchymal transition (EMT) in HCC.
Methods: Huh-7 cells were cultured, and in vivo models of EMT and HCC-associated lung metastasis were developed through tail vein and in situ injections of tumor cells. In vivo imaging and hematoxylin and eosin staining were used to evaluate HCC modeling and lung metastasis. After PL intervention, the expression levels of Snail, vimentin, E-cadherin, and N-cadherin in the liver were evaluated through immunohistochemistry and Western blot. An in vitro TGF-β-induced cell EMT model was used to detect Snail, vimentin, E-cadherin, and N-cadherin mRNA levels through a polymerase chain reaction. Their protein levels were detected by immunofluorescence staining and Western blot.
Results: In vivo experiments demonstrated that PL significantly reduced the expression of Snail, vimentin, and N-cadherin, while increasing the expression of E-cadherin at the protein levels, effectively inhibiting HCC and lung metastasis. In vitro experiments confirmed that PL up-regulated epithelial cell markers, down-regulated mesenchymal cell markers, and inhibited EMT levels in HCC cells.
Conclusion: PL inhibits Snail expression, up-regulates E-cadherin expression, and down-regulates N-cadherin and vimentin expression, preventing EMT in HCC cells and reducing lung metastasis.

Keywords: plumbagin, hepatocellular carcinoma, epithelial-mesenchymal transition, pulmonary metastasis, Snail
背景/目的:研究表明,Plumbagin(PL)能有效抑制自噬,抑制肝细胞癌(HCC)细胞的侵袭和迁移。然而,其具体机制仍不清楚。本研究旨在探讨PL对肿瘤生长因子(TGF)-β诱导的HCC上皮-间质转化(EMT)的影响。体内成像和苏木精及伊红染色用于评估HCC建模和肺转移。PL干预后,通过免疫组化和Western印迹评估了肝脏中Snail、波形蛋白、E-cadherin和N-cadherin的表达水平。利用体外 TGF-β 诱导的细胞 EMT 模型,通过聚合酶链反应检测 Snail、波形蛋白、E-cadherin 和 N-cadherin mRNA 水平。通过免疫荧光染色和 Western 印迹检测它们的蛋白质水平:体内实验表明,PL能显著降低Snail、波形蛋白和N-cadherin的表达,同时在蛋白水平上增加E-cadherin的表达,从而有效抑制HCC和肺转移。体外实验证实,PL能上调上皮细胞标志物,下调间质细胞标志物,抑制HCC细胞的EMT水平:结论:PL可抑制Snail的表达,上调E-cadherin的表达,下调N-cadherin和vimentin的表达,从而防止HCC细胞的EMT,减少肺转移。
{"title":"Plumbagin Regulates Snail to Inhibit Hepatocellular Carcinoma Epithelial-Mesenchymal Transition in vivo and in vitro","authors":"Yuan-Qin Du, Bin Yuan, Yi-Xian Ye, Feng-ling Zhou, Hong Liu, Jing-Jing Huang, Yan-Fei Wei","doi":"10.2147/jhc.s452924","DOIUrl":"https://doi.org/10.2147/jhc.s452924","url":null,"abstract":"<strong>Background/Aims:</strong> Plumbagin (PL) has been shown to effe ctively inhibit autophagy, suppressing invasion and migration of hepatocellular carcinoma (HCC) cells. However, the specific mechanism remains unclear. This study aimed to investigate the effect of PL on tumor growth factor (TGF)-β-induced epithelial-mesenchymal transition (EMT) in HCC.<br/><strong>Methods:</strong> Huh-7 cells were cultured, and in vivo models of EMT and HCC-associated lung metastasis were developed through tail vein and in situ injections of tumor cells. In vivo imaging and hematoxylin and eosin staining were used to evaluate HCC modeling and lung metastasis. After PL intervention, the expression levels of Snail, vimentin, E-cadherin, and N-cadherin in the liver were evaluated through immunohistochemistry and Western blot. An in vitro TGF-β-induced cell EMT model was used to detect Snail, vimentin, E-cadherin, and N-cadherin mRNA levels through a polymerase chain reaction. Their protein levels were detected by immunofluorescence staining and Western blot.<br/><strong>Results:</strong> In vivo experiments demonstrated that PL significantly reduced the expression of Snail, vimentin, and N-cadherin, while increasing the expression of E-cadherin at the protein levels, effectively inhibiting HCC and lung metastasis. In vitro experiments confirmed that PL up-regulated epithelial cell markers, down-regulated mesenchymal cell markers, and inhibited EMT levels in HCC cells.<br/><strong>Conclusion:</strong> PL inhibits Snail expression, up-regulates E-cadherin expression, and down-regulates N-cadherin and vimentin expression, preventing EMT in HCC cells and reducing lung metastasis.<br/><br/><strong>Keywords:</strong> plumbagin, hepatocellular carcinoma, epithelial-mesenchymal transition, pulmonary metastasis, Snail<br/>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140170383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Hepatocellular Carcinoma
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