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Efficacy and Safety of Transcatheter Arterial Chemoembolization Combined with Lenvatinib Plus Anti-PD-1 Inhibitors for Hepatocellular Carcinoma Patients with Extrahepatic Metastases: A Multicenter Retrospective Study. 经导管动脉化疗栓塞联合Lenvatinib +抗pd -1抑制剂治疗肝细胞癌肝外转移的疗效和安全性:一项多中心回顾性研究
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-11-25 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S480958
De-Yi Liu, Yi-Nan Li, Jia-Yi Wu, Zhen-Xin Zeng, Yang-Kai Fu, Han Li, Xiang-Ye Ou, Zhi-Bo Zhang, Shuang-Jia Wang, Jun-Yi Wu, Mao-Lin Yan

Purpose: The prognosis of hepatocellular carcinoma (HCC) with extrahepatic metastases (EM) is poor. The efficacy and safety of transcatheter arterial chemoembolization combined with lenvatinib plus anti-programmed cell death 1 inhibitors (triple therapy) for HCC with EM remains unclear. In this study, we aimed to determine the efficacy and safety of triple therapy in HCC patients with EM.

Patients and methods: This study retrospectively reviewed HCC patients with EM who received triple therapy and analyzed their survival rate using the Kaplan-Meier method. Univariate prognostic analysis of each data point was performed using the Log rank test, and multivariate prognostic analysis was performed using the Cox proportional risk regression model.

Results: Among 60 HCC patients with EM who underwent triple therapy, the most common sites of metastasis were as follows (in descending order): the lungs (n=27), lymph nodes (n=22), and bones (n=10). After triple therapy, the median progression-free survival and median overall survival were 6 and 18.63 months, respectively. The 6-month, 1-year, and 2-year cumulative survival rates were 87.7%, 68.6%, and 26.8%, respectively. In the multivariate analysis, neutrophil-to-lymphocyte ratio (NLR) ≥4 and alpha-fetoprotein (AFP) level ≥400 ng/mL were independently associated with overall survival.

Conclusion: Our findings revealed that triple therapy is an effective, well-tolerated regimen for HCC patients with EM. AFP level and NLR are prognostic risk factors for triple therapy in this patient population.

目的:肝细胞癌合并肝外转移预后较差。经导管动脉化疗栓塞联合lenvatinib +抗程序性细胞死亡1抑制剂(三联疗法)治疗HCC合并EM的有效性和安全性尚不清楚。在本研究中,我们旨在确定三联疗法对肝癌合并EM患者的疗效和安全性。患者和方法:本研究回顾性回顾了肝癌合并EM患者接受三联疗法,并使用Kaplan-Meier法分析其生存率。采用Log rank检验对各数据点进行单因素预后分析,采用Cox比例风险回归模型进行多因素预后分析。结果:在60例接受三联治疗的EM HCC患者中,最常见的转移部位如下(按降序排列):肺(27例)、淋巴结(22例)和骨骼(10例)。三联治疗后,中位无进展生存期和中位总生存期分别为6个月和18.63个月。6个月、1年和2年的累计生存率分别为87.7%、68.6%和26.8%。在多变量分析中,中性粒细胞与淋巴细胞比值(NLR)≥4和甲胎蛋白(AFP)水平≥400 ng/mL与总生存率独立相关。结论:我们的研究结果表明,三联疗法对EM HCC患者是一种有效且耐受性良好的治疗方案。AFP水平和NLR是三联疗法的预后危险因素。
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引用次数: 0
A Transcriptomic Biomarker for Predicting the Response to TACE Correlates with the Tumor Microenvironment and Radiomics Features in Hepatocellular Carcinoma. 预测肝细胞癌TACE应答的转录组学生物标志物与肿瘤微环境和放射组学特征相关。
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-11-25 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S480540
Chendong Wang, Bin Leng, Ran You, Zeyu Yu, Ya Lu, Lingfeng Diao, Hao Jiang, Yuan Cheng, Guowen Yin, Qingyu Xu

Purpose: The response to transarterial chemoembolization (TACE) varies among individuals with hepatocellular carcinoma (HCC). This study aimed to identify a biomarker for predicting TACE response in HCC patients and to investigate its correlations with the tumor microenvironment and pre-TACE radiomics features.

Patients and methods: GSE104580 data were obtained from the Gene Expression Omnibus (GEO) database. Differentially expressed gene analysis and machine learning algorithms were used to identify genes for constructing the TACE failure signature (TFS). TFS scores were then calculated for HCC patients in The Cancer Genome Atlas (TCGA) cohort. After obtaining images from The Cancer Imaging Archive (TCIA), tumor labeling and radiomics feature extraction, the Rad-score model was generated. Correlation analysis was performed between the TFS score and the Rad-score. CIBERSORT, ssGSEA and TME analysis were performed to explore differences in the immune landscape among distinct risk groups. The immunotherapy response was compared between different groups.

Results: ADH1C, CXCL11, EMCN, SPARCL1 and LIN28B were selected and incorporated into the TFS, which demonstrated satisfactory performance in predicting TACE response. Patients in the high TFS score group had poorer overall survival (OS) than those in the low TFS score group. The Rad-score model was constructed using six radiomics features, and the Rad-score was significantly correlated with hub gene expression and the TFS score. The high-TFS group was also characterized by an immunosuppressive tumor microenvironment and exhibited unfavorable responses to immunotherapy with PD-1 and CTLA-4 checkpoint inhibitors.

Conclusion: This study established a transcriptomic biomarker for predicting the efficacy of TACE that correlates with radiomics features on pretreatment imaging, tumor immune microenvironment characteristics, and the efficacy of immunotherapy and targeted therapy in HCC patients.

目的:肝细胞癌(HCC)患者对经动脉化疗栓塞(TACE)的反应不同。本研究旨在确定一种预测HCC患者TACE反应的生物标志物,并探讨其与肿瘤微环境和TACE前放射组学特征的相关性。患者和方法:GSE104580数据来自基因表达Omnibus (GEO)数据库。差异表达基因分析和机器学习算法用于识别构建TACE故障特征(TFS)的基因。然后计算癌症基因组图谱(TCGA)队列中HCC患者的TFS评分。从The Cancer Imaging Archive (TCIA)获取图像,进行肿瘤标记和放射组学特征提取后,生成Rad-score模型。对TFS评分与rad评分进行相关性分析。采用CIBERSORT、ssGSEA和TME分析,探讨不同风险组间免疫景观的差异。比较各组免疫治疗效果。结果:ADH1C、CXCL11、EMCN、SPARCL1和LIN28B入选TFS,预测TACE疗效满意。高TFS评分组患者的总生存期(OS)低于低TFS评分组。利用6个放射组学特征构建Rad-score模型,Rad-score与hub基因表达和TFS评分显著相关。高tfs组还具有免疫抑制肿瘤微环境的特征,并且对PD-1和CTLA-4检查点抑制剂的免疫治疗表现出不利的反应。结论:本研究建立了一种预测TACE疗效的转录组学生物标志物,该标志物与HCC患者的前处理影像学、肿瘤免疫微环境特征、免疫治疗和靶向治疗的疗效等放射组学特征相关。
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引用次数: 0
Yiqi Liangxue Jiedu Prescription Inhibited the Canonical Wnt Pathway to Prevent Hepatocellular Precancerous Lesions. 益气补血汤抑制典型Wnt通路以预防肝细胞癌前病变
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-11-20 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S485257
Yuling Liang, Yuqing Xie, Zhibo Dang, Mengge Li, Lihua Yu, Xinhui Wang, Peng Wang, Zhiyun Yang

Purpose: Yiqi Liangxue Jiedu prescription (YLJP), a Chinese medicine that is commonly used to prevent liver cancer and is authorized by a national patent (patent No. ZL202110889980.5) has a therapeutic effect on precancerous lesions; however, the underlying mechanism remains unclear. This study is aimed at determining the clinical therapeutic efficacy of YLJP in patients with precancerous liver lesions and to explore and validate its possible effector mechanism.

Patients and methods: The 1-year incidence of hepatocellular carcinoma (HCC) was retrospectively analyzed in 241 patients with cirrhosis complicated by abnormal alpha-fetoprotein precancer. Network pharmacological analysis, molecular docking, and molecular dynamics simulation were used to explore the key targets and compounds of YLJP in treating HCC. Immunohistochemical methods were used to detect the expression of key proteins in tumor and cirrhotic tissues. Finally, the mechanism underlying the effects of YLJP was verified in rats with precancerous lesions.

Results: The 1-year incidence of HCC was lower in the YLJP group than in the Western medicine group. The Wnt pathway protein, CTNNB1, is a key target of YLJP in preventing and treating HCC, and the canonical Wnt pathway is the key signaling pathway and is overexpressed in human liver tumors. In vivo experiments showed that YLJP significantly inhibited the canonical Wnt pathway and reduced the abnormal differentiation of hepatic oval cells. The binding of CTNNB1 to oleanolic acid, stigmasterol, and beta-sitosterol was found to be stable, indicating the action of these compounds in treating HCC.

Conclusion: YLJP reduces the 1-year incidence of HCC, with its mechanism likely due to oleanolic acid, beta-sitosterol, and stigmasterol inhibition of the CTNNB1 activation of the β-catenin protein, which in turn regulates the Wnt signaling pathway and prevents the abnormal differentiation of hepatic oval cells into cancer cells, thus delaying the occurrence and progression of the disease.

目的:益气凉血解毒方(YLJP)是一种预防肝癌的常用中药,已获国家专利授权(专利号:ZL202110889980.5),对肝癌前病变有一定的治疗作用,但其作用机制尚不清楚。本研究旨在确定 YLJP 对肝癌前病变患者的临床疗效,并探索和验证其可能的作用机制:回顾性分析了241例肝硬化并发异常甲胎蛋白癌前病变患者1年的肝细胞癌(HCC)发病率。通过网络药理学分析、分子对接和分子动力学模拟,探索了永利澳门线上真人博彩官网治疗HCC的关键靶点和化合物。免疫组化方法检测了关键蛋白在肿瘤和肝硬化组织中的表达。最后,在癌前病变大鼠身上验证了 YLJP 的作用机制:结果:YLJP组1年的HCC发病率低于西药组。Wnt通路蛋白CTNNB1是YLJP预防和治疗HCC的关键靶点,而典型Wnt通路是关键信号通路,在人类肝脏肿瘤中过度表达。体内实验表明,YLJP能显著抑制典型Wnt通路,减少肝卵圆细胞的异常分化。研究发现,CTNNB1与齐墩果酸、豆甾醇和β-谷甾醇的结合是稳定的,这表明这些化合物具有治疗HCC的作用:结论:YLJP可降低HCC的1年发病率,其机制可能是齐墩果酸、β-谷甾醇和豆甾醇抑制了CTNNB1激活β-catenin蛋白,进而调节Wnt信号通路,防止肝卵圆细胞异常分化为癌细胞,从而延缓了疾病的发生和发展。
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引用次数: 0
Diabetes Mellitus Negatively Impacts Outcomes of HBV-Related Hepatocellular Carcinoma Following Thermal Ablation. 糖尿病对热消融治疗 HBV 相关肝细胞癌的疗效有负面影响
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-11-19 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S488061
Kuo-Cheng Wu, I-Cheng Lee, Chien-An Liu, Nai-Chi Chiu, Shao-Jung Hsu, Pei-Chang Lee, Chi-Jung Wu, Chen-Ta Chi, Jiing-Chyuan Luo, Ming-Chih Hou, Yi-Hsiang Huang

Purpose: Diabetes mellitus (DM) negatively impacts chronic hepatitis B patients, but its role in those with HBV-related hepatocellular carcinoma (HCC) undergoing ablation remains unclear. This study aims to evaluate the influence of DM on recurrence patterns and overall survival (OS) among patients with HBV-related HCC undergoing ablation.

Patients and methods: We retrospectively enrolled 372 patients receiving thermal ablation for HBV-related HCC, including 96 (25.8%) patients with DM. Factors associated with local tumor progression (LTP), distant recurrence, and OS were analyzed. The prognostic value of DM in IMbrave050-defined high-risk population was validated.

Results: DM did not correlate with LTP, whereas patients with DM had significantly higher risk of distant recurrence (median time to recurrence 23.7 versus 46.2 months, p=0.032), poorer OS (median OS 75.6 versus 106 months, p=0.011), and poorer post-recurrence survival (70.7 versus 106 months, p=0.009). In multivariate analysis, DM (hazard ratio (HR)=1.466, p=0.012), FIB-4 score, multiple tumors, and AFP level were independent predictors of distant recurrence, while DM (HR=1.424, p=0.028), ALBI score, tumor size, AFP and creatinine levels were significantly associated with OS. A DM-based risk score effectively discriminated the risk of distant recurrence. The IMbrave050 criteria could stratify the risk of LTP but not distant recurrence. DM status further discriminated the risk of distant recurrence and mortality in the IMbrave050-defined high-risk population.

Conclusion: Patients with DM had an increased risk of distant recurrence and mortality after thermal ablation for HBV-related HCC, highlighting the importance of increasing awareness of DM and implementing rigorous post-ablation monitoring for diabetic HCC patients.

目的:糖尿病(DM)对慢性乙型肝炎患者有负面影响,但其在接受消融术的HBV相关肝细胞癌(HCC)患者中的作用仍不清楚。本研究旨在评估 DM 对接受消融术的 HBV 相关 HCC 患者的复发模式和总生存率(OS)的影响:我们回顾性地纳入了372例接受HBV相关HCC热消融术的患者,其中包括96例(25.8%)DM患者。分析了与局部肿瘤进展(LTP)、远处复发和OS相关的因素。在IMbrave050定义的高危人群中验证了DM的预后价值:DM与LTP无关,而DM患者的远处复发风险明显更高(中位复发时间为23.7个月对46.2个月,P=0.032),OS更差(中位OS为75.6个月对106个月,P=0.011),复发后生存期更短(70.7个月对106个月,P=0.009)。在多变量分析中,DM(危险比(HR)=1.466,P=0.012)、FIB-4评分、多发肿瘤和AFP水平是远处复发的独立预测因素,而DM(HR=1.424,P=0.028)、ALBI评分、肿瘤大小、AFP和肌酐水平与OS显著相关。基于DM的风险评分能有效区分远处复发的风险。IMbrave050标准可以对LTP风险进行分层,但不能对远处复发风险进行分层。在IMbrave050定义的高危人群中,DM状态进一步区分了远处复发风险和死亡率:结论:DM患者在HBV相关HCC热消融术后远处复发和死亡的风险增加,这凸显了提高对DM的认识并对糖尿病HCC患者实施严格消融术后监测的重要性。
{"title":"Diabetes Mellitus Negatively Impacts Outcomes of HBV-Related Hepatocellular Carcinoma Following Thermal Ablation.","authors":"Kuo-Cheng Wu, I-Cheng Lee, Chien-An Liu, Nai-Chi Chiu, Shao-Jung Hsu, Pei-Chang Lee, Chi-Jung Wu, Chen-Ta Chi, Jiing-Chyuan Luo, Ming-Chih Hou, Yi-Hsiang Huang","doi":"10.2147/JHC.S488061","DOIUrl":"10.2147/JHC.S488061","url":null,"abstract":"<p><strong>Purpose: </strong>Diabetes mellitus (DM) negatively impacts chronic hepatitis B patients, but its role in those with HBV-related hepatocellular carcinoma (HCC) undergoing ablation remains unclear. This study aims to evaluate the influence of DM on recurrence patterns and overall survival (OS) among patients with HBV-related HCC undergoing ablation.</p><p><strong>Patients and methods: </strong>We retrospectively enrolled 372 patients receiving thermal ablation for HBV-related HCC, including 96 (25.8%) patients with DM. Factors associated with local tumor progression (LTP), distant recurrence, and OS were analyzed. The prognostic value of DM in IMbrave050-defined high-risk population was validated.</p><p><strong>Results: </strong>DM did not correlate with LTP, whereas patients with DM had significantly higher risk of distant recurrence (median time to recurrence 23.7 versus 46.2 months, p=0.032), poorer OS (median OS 75.6 versus 106 months, p=0.011), and poorer post-recurrence survival (70.7 versus 106 months, p=0.009). In multivariate analysis, DM (hazard ratio (HR)=1.466, p=0.012), FIB-4 score, multiple tumors, and AFP level were independent predictors of distant recurrence, while DM (HR=1.424, p=0.028), ALBI score, tumor size, AFP and creatinine levels were significantly associated with OS. A DM-based risk score effectively discriminated the risk of distant recurrence. The IMbrave050 criteria could stratify the risk of LTP but not distant recurrence. DM status further discriminated the risk of distant recurrence and mortality in the IMbrave050-defined high-risk population.</p><p><strong>Conclusion: </strong>Patients with DM had an increased risk of distant recurrence and mortality after thermal ablation for HBV-related HCC, highlighting the importance of increasing awareness of DM and implementing rigorous post-ablation monitoring for diabetic HCC patients.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"2257-2267"},"PeriodicalIF":4.2,"publicationDate":"2024-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11586263/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142716335","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
Sintilimab Plus Lenvatinib with or Without Radiotherapy for Advanced Hepatocellular Carcinoma with Pulmonary Metastasis. 辛替利单抗加仑伐替尼联合或不联合放疗治疗肺转移的晚期肝细胞癌
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-11-19 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S491733
Chang Liu, Weixing Jiang, Juxian Sun, Jingwei Cui, Dandan He, Shuqun Cheng, Jie Shi

Background: Hepatocellular carcinoma (HCC) with pulmonary metastasis (PM) significantly worsens prognosis, and current treatment options remain limited.

Methods: A retrospective study was conducted on HCC patients treated with sintilimab combined with lenvatinib at three hospitals in China between 2020 and 2021. Progression-free survival (PFS), overall survival (OS), and tumor response based on RECIST 1.1 were compared. Treatment safety was assessed by analyzing treatment-related adverse events (TRAEs).

Results: Among 144 patients, 105 received sintilimab combined with lenvatinib (S+L), while 39 were treated with radiotherapy combined with sintilimab and lenvatinib (RT+S+L). The RT+S+L group showed superior outcomes in OS (25 months vs 16 months, HR = 0.58, 95% CI = 0.35-0.94, P=0.025) and PFS (14 months vs 6 months, HR = 0.61, 95% CI = 0.40-0.94, P=0.022) compared to the S+L group. Similarly, the RT+S+L group exhibited significantly higher objective response rate (ORR) and disease control rate (DCR) compared to the S+L group (61.5% vs 27.6%, P<0.001; 94.9% vs 76.2%, P=0.011). The most common grade 3/4 TRAEs in the RT+S+L group were hypertension, decreased platelet count, elevated total bilirubin, and proteinuria.

Conclusion: Radiotherapy combined with sintilimab and lenvatinib is an effective strategy for treating HCC with pulmonary metastasis. These findings highlight the critical role of radiotherapy in the management of HCC.

背景:伴有肺转移(PM)的肝细胞癌(HCC)预后明显恶化,而目前的治疗方案仍然有限:伴有肺转移(PM)的肝细胞癌(HCC)会显著恶化预后,而目前的治疗方案仍然有限:一项回顾性研究针对2020年至2021年间在中国三家医院接受辛替利单抗联合来伐替尼治疗的HCC患者。比较了无进展生存期(PFS)、总生存期(OS)和基于RECIST 1.1的肿瘤反应。通过分析治疗相关不良事件(TRAEs)评估治疗安全性:144名患者中,105人接受了辛替利单抗联合来伐替尼(S+L)治疗,39人接受了辛替利单抗和来伐替尼联合放疗(RT+S+L)治疗。与S+L组相比,RT+S+L组的OS(25个月 vs 16个月,HR = 0.58,95% CI = 0.35-0.94,P=0.025)和PFS(14个月 vs 6个月,HR = 0.61,95% CI = 0.40-0.94,P=0.022)结果更优。同样,RT+S+L 组的客观反应率(ORR)和疾病控制率(DCR)也明显高于 S+L 组(61.5% vs 27.6%,P=0.022):放疗联合辛替利马和来伐替尼是治疗肺转移HCC的有效策略。这些研究结果凸显了放疗在HCC治疗中的关键作用。
{"title":"Sintilimab Plus Lenvatinib with or Without Radiotherapy for Advanced Hepatocellular Carcinoma with Pulmonary Metastasis.","authors":"Chang Liu, Weixing Jiang, Juxian Sun, Jingwei Cui, Dandan He, Shuqun Cheng, Jie Shi","doi":"10.2147/JHC.S491733","DOIUrl":"10.2147/JHC.S491733","url":null,"abstract":"<p><strong>Background: </strong>Hepatocellular carcinoma (HCC) with pulmonary metastasis (PM) significantly worsens prognosis, and current treatment options remain limited.</p><p><strong>Methods: </strong>A retrospective study was conducted on HCC patients treated with sintilimab combined with lenvatinib at three hospitals in China between 2020 and 2021. Progression-free survival (PFS), overall survival (OS), and tumor response based on RECIST 1.1 were compared. Treatment safety was assessed by analyzing treatment-related adverse events (TRAEs).</p><p><strong>Results: </strong>Among 144 patients, 105 received sintilimab combined with lenvatinib (S+L), while 39 were treated with radiotherapy combined with sintilimab and lenvatinib (RT+S+L). The RT+S+L group showed superior outcomes in OS (25 months vs 16 months, HR = 0.58, 95% CI = 0.35-0.94, P=0.025) and PFS (14 months vs 6 months, HR = 0.61, 95% CI = 0.40-0.94, P=0.022) compared to the S+L group. Similarly, the RT+S+L group exhibited significantly higher objective response rate (ORR) and disease control rate (DCR) compared to the S+L group (61.5% vs 27.6%, P<0.001; 94.9% vs 76.2%, P=0.011). The most common grade 3/4 TRAEs in the RT+S+L group were hypertension, decreased platelet count, elevated total bilirubin, and proteinuria.</p><p><strong>Conclusion: </strong>Radiotherapy combined with sintilimab and lenvatinib is an effective strategy for treating HCC with pulmonary metastasis. These findings highlight the critical role of radiotherapy in the management of HCC.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"2283-2292"},"PeriodicalIF":4.2,"publicationDate":"2024-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11586121/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142710146","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
scRNA-Seq Analysis Revealed CAFs Regulating HCC Cells via PTN Signaling. scRNA 序列分析揭示了 CAFs 通过 PTN 信号调控 HCC 细胞。
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-11-18 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S493675
Wenxian Lin, Lizhu Tang, Chenyi Zhuo, Xiuli Mao, Jiajia Shen, Shaoang Huang, Shangyang Li, Yujuan Qin, Ju Liao, Yuhong Chen, Xiamin Zhang, Yuting Li, Jian Song, Lingzhang Meng, Xiaofeng Dong, Yueyong Li

Background: Cancer-associated fibroblasts (CAFs) play a pivotal role in shaping the microenvironment of hepatocellular carcinoma (HCC). However, the mechanisms through which CAFs influence the progression of HCC remain incompletely understood.

Methods: Single-cell RNA sequencing datasets (GSE158723 and GSE112271) were retrieved from the Gene Expression Omnibus (GEO) database at the National Center for Biotechnology Information (NCBI) and analyzed using R software. Our analysis suggested that CAFs may promote liver cancer cell development, possibly through the interaction of pleiotrophin (PTN) and syndecan-2 (SDC2). Clinical samples from HCC patients were collected and processed into frozen sections and single-cell suspensions for Masson staining, immunofluorescence staining, and flow cytometry. Additionally, Huh7 liver cancer cells and LO2 normal liver cells were cultured and subjected to immunofluorescence assays using cell slides.

Results: The proportion of CAFs in cancerous tissues was higher than in adjacent non-cancerous tissues, and pleiotrophin (PTN) expression was elevated in cancer tissues compared to adjacent tissues. These findings aligned with the results of the single-cell RNA sequencing (scRNA-seq) analysis. Furthermore, SDC2 expression was significantly upregulated in Huh7 liver cancer cells compared to LO2 normal liver cells.

Discussion: This study suggests that CAFs may contribute to HCC progression via the PTN/SDC2 signaling pathway. Our findings provide deeper insights into the interactions between CAFs and HCC cells within the tumor microenvironment (TME).

背景:癌症相关成纤维细胞(CAFs)在形成肝细胞癌(HCC)的微环境中发挥着关键作用。然而,CAFs 影响 HCC 进展的机制仍不完全清楚:从美国国家生物技术信息中心(NCBI)的基因表达总库(GEO)数据库中检索了单细胞RNA测序数据集(GSE158723和GSE112271),并使用R软件进行了分析。我们的分析表明,CAFs可能通过多养蛋白(PTN)和辛迪加-2(SDC2)的相互作用促进肝癌细胞的发育。我们收集了 HCC 患者的临床样本,并将其处理成冰冻切片和单细胞悬浮液,用于马森染色、免疫荧光染色和流式细胞术。此外,还培养了 Huh7 肝癌细胞和 LO2 正常肝细胞,并使用细胞切片进行免疫荧光检测:结果:癌组织中 CAFs 的比例高于邻近的非癌组织,癌组织中多养蛋白(PTN)的表达高于邻近组织。这些发现与单细胞RNA测序(scRNA-seq)分析结果一致。此外,与LO2正常肝细胞相比,SDC2在Huh7肝癌细胞中的表达明显上调:本研究表明,CAFs可能通过PTN/SDC2信号通路促进HCC的进展。我们的研究结果为深入了解 CAFs 和 HCC 细胞在肿瘤微环境(TME)中的相互作用提供了新的视角。
{"title":"scRNA-Seq Analysis Revealed CAFs Regulating HCC Cells via PTN Signaling.","authors":"Wenxian Lin, Lizhu Tang, Chenyi Zhuo, Xiuli Mao, Jiajia Shen, Shaoang Huang, Shangyang Li, Yujuan Qin, Ju Liao, Yuhong Chen, Xiamin Zhang, Yuting Li, Jian Song, Lingzhang Meng, Xiaofeng Dong, Yueyong Li","doi":"10.2147/JHC.S493675","DOIUrl":"10.2147/JHC.S493675","url":null,"abstract":"<p><strong>Background: </strong>Cancer-associated fibroblasts (CAFs) play a pivotal role in shaping the microenvironment of hepatocellular carcinoma (HCC). However, the mechanisms through which CAFs influence the progression of HCC remain incompletely understood.</p><p><strong>Methods: </strong>Single-cell RNA sequencing datasets (GSE158723 and GSE112271) were retrieved from the Gene Expression Omnibus (GEO) database at the National Center for Biotechnology Information (NCBI) and analyzed using R software. Our analysis suggested that CAFs may promote liver cancer cell development, possibly through the interaction of pleiotrophin (PTN) and syndecan-2 (SDC2). Clinical samples from HCC patients were collected and processed into frozen sections and single-cell suspensions for Masson staining, immunofluorescence staining, and flow cytometry. Additionally, Huh7 liver cancer cells and LO2 normal liver cells were cultured and subjected to immunofluorescence assays using cell slides.</p><p><strong>Results: </strong>The proportion of CAFs in cancerous tissues was higher than in adjacent non-cancerous tissues, and pleiotrophin (PTN) expression was elevated in cancer tissues compared to adjacent tissues. These findings aligned with the results of the single-cell RNA sequencing (scRNA-seq) analysis. Furthermore, SDC2 expression was significantly upregulated in Huh7 liver cancer cells compared to LO2 normal liver cells.</p><p><strong>Discussion: </strong>This study suggests that CAFs may contribute to HCC progression via the PTN/SDC2 signaling pathway. Our findings provide deeper insights into the interactions between CAFs and HCC cells within the tumor microenvironment (TME).</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"2269-2281"},"PeriodicalIF":4.2,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11583788/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142710144","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
Unlocking the Potential of Phyto Nanotherapeutics in Hepatocellular Carcinoma Treatment: A Review. 释放植物纳米疗法在肝细胞癌治疗中的潜力:综述。
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-11-16 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S483619
Manjusha Bhange, Darshan R Telange

Hepatocellular carcinoma is the fifth leading cancer in related diseases most commonly in men and women. The curative treatments of liver cancer are short-listed, associated with toxicities and therapeutically. Emerging nanotechnologies exhibited the possibility to treat or target liver cancer. Over the years, to phytosome solid lipid nanoparticles, gold, silver, liposomes, and phospholipid nanoparticles have been produced for liver cancer therapy, and some evidence of their effectiveness has been established. Ideas are limited to the laboratory scale, and in order to develop active targeting of nanomedicine for the clinical aspects, they must be extended to a larger scale. Thus, the current review focuses on previously and presently published research on the creation of phytosomal nanocarriers for the treatment of hepatocellular carcinoma. In hepatocellular carcinoma (HCC), phytosomal nanotherapeutics improve the targeted delivery and bioavailability of phytochemicals to tumor cells, thereby reducing systemic toxicity and increasing therapeutic efficacy. In order to address the intricate molecular processes implicated in HCC, this strategy is essential.

肝细胞癌是相关疾病中的第五大癌症,最常见于男性和女性。肝癌的根治性治疗方法寥寥无几,且具有毒性和治疗性。新兴的纳米技术展示了治疗或靶向肝癌的可能性。多年来,从植物固态脂质纳米粒子到金、银、脂质体和磷脂纳米粒子,都已用于肝癌治疗,并有证据证明其有效性。这些想法仅限于实验室规模,为了开发出临床方面的主动靶向纳米药物,必须将其扩展到更大的规模。因此,本综述将重点关注以前和现在发表的有关创建植物体纳米载体治疗肝细胞癌的研究。对于肝细胞癌(HCC),植物载体纳米疗法可提高植物化学物质对肿瘤细胞的靶向递送和生物利用度,从而降低全身毒性并提高疗效。为了解决 HCC 中错综复杂的分子过程,这一策略至关重要。
{"title":"Unlocking the Potential of Phyto Nanotherapeutics in Hepatocellular Carcinoma Treatment: A Review.","authors":"Manjusha Bhange, Darshan R Telange","doi":"10.2147/JHC.S483619","DOIUrl":"10.2147/JHC.S483619","url":null,"abstract":"<p><p>Hepatocellular carcinoma is the fifth leading cancer in related diseases most commonly in men and women. The curative treatments of liver cancer are short-listed, associated with toxicities and therapeutically. Emerging nanotechnologies exhibited the possibility to treat or target liver cancer. Over the years, to phytosome solid lipid nanoparticles, gold, silver, liposomes, and phospholipid nanoparticles have been produced for liver cancer therapy, and some evidence of their effectiveness has been established. Ideas are limited to the laboratory scale, and in order to develop active targeting of nanomedicine for the clinical aspects, they must be extended to a larger scale. Thus, the current review focuses on previously and presently published research on the creation of phytosomal nanocarriers for the treatment of hepatocellular carcinoma. In hepatocellular carcinoma (HCC), phytosomal nanotherapeutics improve the targeted delivery and bioavailability of phytochemicals to tumor cells, thereby reducing systemic toxicity and increasing therapeutic efficacy. In order to address the intricate molecular processes implicated in HCC, this strategy is essential.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"2241-2256"},"PeriodicalIF":4.2,"publicationDate":"2024-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11579138/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142686935","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
Construction of a 2.5D Deep Learning Model for Predicting Early Postoperative Recurrence of Hepatocellular Carcinoma Using Multi-View and Multi-Phase CT Images. 利用多视图和多期 CT 图像构建用于预测肝细胞癌术后早期复发的 2.5D 深度学习模型
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-11-16 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S493478
Yu-Bo Zhang, Zhi-Qiang Chen, Yang Bu, Peng Lei, Wei Yang, Wei Zhang

Purpose: To construct a 2.5-dimensional (2.5D) CT radiomics-based deep learning (DL) model to predict early postoperative recurrence of hepatocellular carcinoma (HCC).

Patients and methods: We retrospectively analyzed the data of patients who underwent HCC resection at 2 centers. The 232 patients from center 1 were randomly divided into the training (162 patients) and internal validation cohorts (70 patients); 91 patients from center 2 formed the external validation cohort. We developed a 2.5D DL model based on a central 2D image with the maximum tumor cross-section and adjacent slices. Multiple views (transverse, sagittal, and coronal) and phases (arterial, plain, and portal) were incorporated. Multi-instance learning techniques were applied to the extracted data; the resulting comprehensive feature set was modeled using Logistic Regression, RandomForest, ExtraTrees, XGBoost, and LightGBM, with 5-fold cross validation and hyperparameter optimization with Grid-search. Receiver operating characteristic curves, calibration curves, DeLong test, and decision curve analysis were used to evaluate model performance.

Results: The 2.5D DL model performed well in the training (AUC: 0.920), internal validation (AUC: 0.825), and external validation cohorts (AUC: 0.795). The 3D DL model performed well in the training cohort and poorly in the internal and external validation cohorts (AUCs: 0.751, 0.666, and 0.567, respectively), indicating overfitting. The combined model (2.5D DL+clinical) performed well in all cohorts (AUCs: 0.921, 0.835, 0.804). The Hosmer-Lemeshow test, DeLong test, and decision curve analysis confirmed the superiority of the combined model over the other signatures.

Conclusion: The combined model integrating 2.5D DL and clinical features accurately predicts early postoperative HCC recurrence.

目的:构建基于2.5维(2.5D)CT放射组学的深度学习(DL)模型,以预测肝细胞癌(HCC)术后早期复发:我们回顾性分析了在两个中心接受肝细胞癌切除术的患者数据。第一中心的 232 名患者被随机分为训练队列(162 名)和内部验证队列(70 名);第二中心的 91 名患者组成了外部验证队列。我们根据具有最大肿瘤横截面的中央二维图像和相邻切片开发了 2.5D DL 模型。该模型包含多个视图(横断面、矢状面和冠状面)和相位(动脉、平扫面和门脉)。对提取的数据采用了多实例学习技术;使用 Logistic Regression、RandomForest、ExtraTrees、XGBoost 和 LightGBM 对由此产生的综合特征集进行建模,并进行了 5 倍交叉验证和网格搜索超参数优化。使用接收器工作特征曲线、校准曲线、DeLong 检验和决策曲线分析来评估模型性能:2.5D DL 模型在训练(AUC:0.920)、内部验证(AUC:0.825)和外部验证队列(AUC:0.795)中表现良好。三维 DL 模型在训练队列中表现良好,但在内部和外部验证队列中表现不佳(AUC 分别为 0.751、0.666 和 0.567),表明存在过度拟合现象。组合模型(2.5D DL+临床)在所有队列中均表现良好(AUC:0.921、0.835、0.804)。Hosmer-Lemeshow检验、DeLong检验和决策曲线分析证实,综合模型优于其他特征:结论:整合 2.5D DL 和临床特征的组合模型可准确预测术后早期 HCC 复发。
{"title":"Construction of a 2.5D Deep Learning Model for Predicting Early Postoperative Recurrence of Hepatocellular Carcinoma Using Multi-View and Multi-Phase CT Images.","authors":"Yu-Bo Zhang, Zhi-Qiang Chen, Yang Bu, Peng Lei, Wei Yang, Wei Zhang","doi":"10.2147/JHC.S493478","DOIUrl":"10.2147/JHC.S493478","url":null,"abstract":"<p><strong>Purpose: </strong>To construct a 2.5-dimensional (2.5D) CT radiomics-based deep learning (DL) model to predict early postoperative recurrence of hepatocellular carcinoma (HCC).</p><p><strong>Patients and methods: </strong>We retrospectively analyzed the data of patients who underwent HCC resection at 2 centers. The 232 patients from center 1 were randomly divided into the training (162 patients) and internal validation cohorts (70 patients); 91 patients from center 2 formed the external validation cohort. We developed a 2.5D DL model based on a central 2D image with the maximum tumor cross-section and adjacent slices. Multiple views (transverse, sagittal, and coronal) and phases (arterial, plain, and portal) were incorporated. Multi-instance learning techniques were applied to the extracted data; the resulting comprehensive feature set was modeled using Logistic Regression, RandomForest, ExtraTrees, XGBoost, and LightGBM, with 5-fold cross validation and hyperparameter optimization with Grid-search. Receiver operating characteristic curves, calibration curves, DeLong test, and decision curve analysis were used to evaluate model performance.</p><p><strong>Results: </strong>The 2.5D DL model performed well in the training (AUC: 0.920), internal validation (AUC: 0.825), and external validation cohorts (AUC: 0.795). The 3D DL model performed well in the training cohort and poorly in the internal and external validation cohorts (AUCs: 0.751, 0.666, and 0.567, respectively), indicating overfitting. The combined model (2.5D DL+clinical) performed well in all cohorts (AUCs: 0.921, 0.835, 0.804). The Hosmer-Lemeshow test, DeLong test, and decision curve analysis confirmed the superiority of the combined model over the other signatures.</p><p><strong>Conclusion: </strong>The combined model integrating 2.5D DL and clinical features accurately predicts early postoperative HCC recurrence.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"2223-2239"},"PeriodicalIF":4.2,"publicationDate":"2024-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11577935/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142681966","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
Preoperative Noninvasive Prediction of Recurrence-Free Survival in Hepatocellular Carcinoma Using CT-Based Radiomics Model. 利用基于 CT 的放射组学模型对肝细胞癌术前无创无复发生存期进行预测
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-11-14 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S493044
Ting Dai, Qian-Biao Gu, Ying-Jie Peng, Chuan-Lin Yu, Peng Liu, Ya-Qiong He

Purpose: This study aims to explore the value of radiomics combined with clinical parameters in predicting recurrence-free survival (RFS) after the resection of hepatocellular carcinoma (HCC).

Patients and methods: In this retrospective study, a total of 322 patients with HCC who underwent contrast-enhanced computed tomography (CT) and radical surgical resection were enrolled and randomly divided into a training group (n = 223) and a validation group (n = 97). In the training group, Univariate and multivariate Cox regression analyses were employed to obtain clinical variables related to RFS for constructing the clinical model. The least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression analyses were employed to construct the radiomics model, and the clinical-radiomics model was further constructed. Model prediction performance was subsequently assessed by the area under the time-dependent receiver operating characteristic curve (AUC) and calibration curve. Additionally, Kaplan-Meier analysis was used to evaluate the model's value in predicting RFS. Correlations between radiomics features and pathological parameters were analyzed.

Results: The clinical-radiomics model predicted RFS at 1, 2, and 3 years more accurately than the clinical or radiomics model alone (training group, AUC = 0.834, 0.765 and 0.831, respectively; validation group, AUC = 0.715, 0.710 and 0.793, respectively). The predicted high-risk subgroup based on the clinical-radiomics nomogram had shorter RFS than predicted low-risk subgroup in data sets, enabling risk stratification of various clinical subgroups. Correlation analysis revealed that the rad-score was positively related to microvascular invasion (MVI) and Edmondson-Steiner grade.

Conclusion: The clinical-radiomics model effectively predicts RFS in HCC patients and identifies high-risk individuals for recurrence.

目的:本研究旨在探讨放射组学与临床参数相结合在预测肝细胞癌(HCC)切除术后无复发生存率(RFS)方面的价值:在这项回顾性研究中,共纳入了322名接受对比增强计算机断层扫描(CT)和根治性手术切除的HCC患者,并将其随机分为训练组(n = 223)和验证组(n = 97)。在训练组中,采用单变量和多变量 Cox 回归分析获得与 RFS 相关的临床变量,以构建临床模型。采用最小绝对收缩和选择算子(LASSO)和多变量 Cox 回归分析构建放射组学模型,并进一步构建临床-放射组学模型。随后,通过与时间相关的接收者操作特征曲线(AUC)和校准曲线下的面积评估了模型的预测性能。此外,Kaplan-Meier分析还用于评估模型在预测RFS方面的价值。分析了放射组学特征与病理参数之间的相关性:临床-放射组学模型预测1年、2年和3年的RFS比单独使用临床或放射组学模型更准确(训练组,AUC分别为0.834、0.765和0.831;验证组,AUC分别为0.715、0.710和0.793)。根据临床放射组学提名图预测的高风险亚组的RFS短于数据集中预测的低风险亚组,从而实现了对不同临床亚组的风险分层。相关分析表明,rad-score与微血管侵犯(MVI)和Edmondson-Steiner分级呈正相关:结论:临床放射组学模型能有效预测 HCC 患者的 RFS,并能识别复发的高危人群。
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引用次数: 0
Radiofrequency Ablation Therapy versus Stereotactic Body Radiation Therapy for Naive Hepatocellular Carcinoma (≤5cm): A Retrospective Multi-Center Study. 射频消融治疗与立体定向体外放射治疗用于治疗≤5 厘米的无症状肝细胞癌:一项回顾性多中心研究。
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-11-13 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S488138
Jing Sun, Wengang Li, Weiping He, Yanping Yang, Lewei Duan, Tingshi Su, Aimin Zhang, Tao Zhang, Xiaofang Zhao, Xiaoyun Chang, Xuezhang Duan

Purpose: Radiofrequency ablation (RFA) is a micro-invasive treatment for early-stage HCC patients. Stereotactic body radiation therapy (SBRT) has also been proven an effective and safe treatment for HCC patients. This multi-center study is to compare the efficacy of computed tomography (CT)-guided RFA and CT-based SBRT in naïve HCC patients with tumor diameters ≤5 cm.

Patients and methods: This retrospective cohort study included 1001 treatment-naïve HCC patients from three hospitals or medical centers. The patients received RFA (n = 481) or SBRT (n = 520) treatment between December 2011 and May 2019. Furthermore, subgroup analyses of all patients were conducted based on Couinaud's classification of liver segments.

Results: After matching, the local control (LC) rates of the SBRT group were better than those of the RFA group (p=0.024*), which mainly referred to the patients whose tumors were located in the S7/S8 (p=0.006*). Among patients with tumors located in S1, nineteen patients (19/21) underwent SBRT. The 1-, 3- and 5-year LC rates were 100%, 87.8% and 87.8% in the SBRT group, and the 1-, 3- and 5-year OS rates were 100%, 69.8% and 69.8%, respectively. Moreover, the OS rates in S5/S6 group in RFA were higher than those in SBRT group.

Conclusion: The LC rates were better in the SBRT group than in the RFA group for the patients with lesions localized in S7/S8, and SBRT could also be a therapeutic option for patients with lesions in S1. Moreover, patients with tumors located in S5/S6 were better candidates for RFA treatment than SBRT.

目的:射频消融(RFA)是一种针对早期 HCC 患者的微创治疗方法。立体定向体放射治疗(SBRT)也已被证明是一种有效、安全的治疗方法。这项多中心研究旨在比较计算机断层扫描(CT)引导的RFA和基于CT的SBRT对肿瘤直径≤5厘米的新发HCC患者的疗效:这项回顾性队列研究纳入了来自三家医院或医疗中心的1001名未经治疗的HCC患者。患者在2011年12月至2019年5月期间接受了RFA(481人)或SBRT(520人)治疗。此外,还根据Couinaud的肝段分类对所有患者进行了亚组分析:匹配后,SBRT组的局部控制率(LC)优于RFA组(P=0.024*),这主要是指肿瘤位于S7/S8的患者(P=0.006*)。在肿瘤位于S1的患者中,19名患者(19/21)接受了SBRT治疗。SBRT组的1年、3年和5年LC率分别为100%、87.8%和87.8%,1年、3年和5年OS率分别为100%、69.8%和69.8%。此外,RFA 中 S5/S6 组的 OS 率高于 SBRT 组:结论:对于病灶位于S7/S8的患者,SBRT组的LC率优于RFA组。此外,肿瘤位于 S5/S6 的患者比 SBRT 更适合接受 RFA 治疗。
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引用次数: 0
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Journal of Hepatocellular Carcinoma
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