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New HCC Subtypes Based on CD8 Tex-Related lncRNA Signature Could Predict Prognosis, Immunological and Drug Sensitivity Characteristics of Hepatocellular Carcinoma 基于 CD8 Tex 相关 lncRNA 标志的新型 HCC 亚型可预测肝细胞癌的预后、免疫学和药物敏感性特征
IF 4.1 3区 医学 Q2 ONCOLOGY Pub Date : 2024-07-05 DOI: 10.2147/jhc.s459150
Jiachen Ge, Ming Tao, Gaolei Zhang, Jianping Cai, Deyu Li, Lianyuan Tao
Purpose: Hepatocellular carcinoma has become one of the severe diseases threatening human health. T cell exhaustion is deemed as a reason for immunotherapy resistance. However, little is known about the roles of CD8 Tex-related lncRNAs in HCC.
Materials and Methods: We processed single-cell RNA sequencing to identify CD8 Tex-related genes. CD8 Tex-related lncRNAs were identified based on their correlations with mRNAs. Unsupervised clustering approach was used to identify molecular clusters of CD8 Tex-related lncRNAs. Differences in prognosis and immune infiltration between the clusters were explored. Machine learning algorithms were used to construct a prognostic signature. Samples were classified as low- and high-risk groups based on their risk scores. We identified prognosis-related lncRNAs and constructed a ceRNA network. In vitro experiments were conducted to investigate the impacts of CD8 Tex-related lncRNAs on proliferation and apoptosis of HCC cells.
Results: We clarified cell types within two HCC single-cell datasets. We identified specific markers of CD8 Tex cells and analyzed their potential functions. Twenty-eight lncRNAs were identified as CD8 Tex-related. Based on CD8 Tex-related lncRNAs, samples were categorized into two distinct clusters, which exhibited significant differences in survival rates and immune infiltration. Ninety-six algorithm combinations were employed to establish a prognostic signature. RSF emerged as the one with the highest C-index. Patients in high- and low-risk groups exhibited marked differences in prognosis, enriched pathways, mutations and drug sensitivities. MCM3AP-AS1, MAPKAPK5-AS1 and PART1 were regarded as prognosis-related lncRNAs. A ceRNA network was constructed based on CD8 Tex-related lncRNAs and mRNAs. Experiments on cell lines and organoids indicated that downregulation of MCM3AP-AS1, MAPKAPK5-AS1 and PART1 suppressed cell proliferation and induced apoptosis.
Conclusion: CD8 Tex-related lncRNAs played crucial roles in HCC progression. Our findings provided new insights into the regulatory mechanisms of CD8 Tex-related lncRNAs in HCC.

Keywords: hepatocellular carcinoma, lncRNA, T cell exhaustion, single-cell RNA-seq, machine learning, prognostic signature
目的:肝细胞癌已成为威胁人类健康的严重疾病之一。T细胞衰竭被认为是免疫治疗耐药的原因之一。然而,人们对CD8 Tex相关lncRNA在HCC中的作用知之甚少:我们通过单细胞RNA测序来鉴定CD8 Tex相关基因。根据CD8 Tex相关lncRNA与mRNA的相关性对其进行鉴定。采用无监督聚类方法确定了CD8 Tex相关lncRNA的分子聚类。探讨了不同群组之间预后和免疫浸润的差异。使用机器学习算法构建预后特征。根据风险评分将样本分为低风险组和高风险组。我们确定了与预后相关的lncRNA,并构建了一个ceRNA网络。体外实验研究了CD8 Tex相关lncRNA对HCC细胞增殖和凋亡的影响:我们明确了两个HCC单细胞数据集中的细胞类型。我们确定了 CD8 Tex 细胞的特定标记物,并分析了它们的潜在功能。28个lncRNA被鉴定为与CD8 Tex相关。根据与CD8 Tex相关的lncRNA,样本被分为两个不同的群组,这两个群组在存活率和免疫浸润方面存在显著差异。我们采用了96种算法组合来建立预后特征。其中,RSF 的 C 指数最高。高风险组和低风险组的患者在预后、富集通路、突变和药物敏感性方面存在明显差异。MCM3AP-AS1、MAPKAPK5-AS1和PART1被认为是与预后相关的lncRNA。根据与CD8 Tex相关的lncRNA和mRNA构建了ceRNA网络。细胞系和器官组织实验表明,下调MCM3AP-AS1、MAPKAPK5-AS1和PART1可抑制细胞增殖并诱导细胞凋亡:结论:CD8 Tex相关lncRNA在HCC进展中起着关键作用。我们的研究结果为CD8 Tex相关lncRNAs在HCC中的调控机制提供了新的见解。 关键词:肝细胞癌;lncRNA;T细胞衰竭;单细胞RNA-seq;机器学习;预后特征
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引用次数: 0
The Impact of Proton Pump Inhibitors on the Efficacy of Immune Checkpoint Inhibitor Combinations in Patients with HBV-Associated Advanced Hepatocellular Carcinoma 质子泵抑制剂对免疫检查点抑制剂联合疗法在 HBV 相关晚期肝细胞癌患者中疗效的影响
IF 4.1 3区 医学 Q2 ONCOLOGY Pub Date : 2024-07-04 DOI: 10.2147/jhc.s464033
Ningning Wang, Yuanyuan Xu, Guangde Yang, He Chen, Xia Wang, Juanjuan Fu, Li Li, Xiucheng Pan
Purpose: There is limited research on whether Proton Pump Inhibitors (PPIs) will affect the efficacy of immune checkpoint inhibitors (ICIs) in treating hepatocellular carcinoma (HCC).This study aimed to determine whether PPIs affect the survival outcomes of patients with HBV-associated advanced HCC receiving combination therapy based on ICIs.
Methods: We retrospectively analyzed patients with hepatitis B virus (HBV)-associated advanced HCC who underwent ICIs combination therapy from January 1, 2020, to December 30, 2022. Patients were stratified into PPI and non-PPI groups based on whether they received PPI treatment within 30 days before or after ICIs therapy. Patients’ survival and the risk of PPI-associated mortality was assessed. Adverse events were also evaluated.
Results: A total of 183 patients with HBV-associated HCC treated with ICI combination therapy were included. The median survival time (12.5 months vs 13.7 months, P = 0.285) and incidence of adverse events (P = 0.729) did not significantly differ between the PPI and non-PPI groups. Even after propensity score matching, the difference in median overall survival (OS) between the two groups was not significant (10.7 months vs 11.4 months; P = 0.596) and the patient’s OS is not significantly related to the dosage of PPI application (P > 0.05).However, according to our subgroup analysis, among HCC patients with a serum HBV DNA concentration ≥ 200 IU/mL, the use of PPIs significantly increased the risk of mortality in patients receiving ICI combination therapy (P = 0.024).
Conclusion: PPIs do not notably influence the survival prognosis of patients receiving ICI combination therapy for HBV-associated advanced HCC. However, among patients with high levels of HBV DNA, PPIs increase the risk of mortality. Therefore, antiviral therapy should be intensified in the patients with HBVDNA > 200 IU/mL. Additionally, PPIs do not impact the incidence of adverse reactions in these patients.

Keywords: hepatocellular carcinoma, immune checkpoint inhibitors, proton pump inhibitors, chronic hepatitis B virus infection
目的:关于质子泵抑制剂(PPIs)是否会影响免疫检查点抑制剂(ICIs)治疗肝细胞癌(HCC)的疗效的研究十分有限:我们对 2020 年 1 月 1 日至 2022 年 12 月 30 日期间接受 ICIs 联合治疗的乙型肝炎病毒(HBV)相关晚期 HCC 患者进行了回顾性分析。根据患者在接受 ICIs 治疗前后 30 天内是否接受过 PPI 治疗,将患者分为 PPI 组和非 PPI 组。评估了患者的存活率以及与 PPI 相关的死亡风险。此外,还对不良事件进行了评估:结果:共纳入183例接受ICI联合治疗的HBV相关HCC患者。PPI组和非PPI组的中位生存时间(12.5个月 vs 13.7个月,P = 0.285)和不良事件发生率(P = 0.729)无显著差异。即使经过倾向评分匹配,两组患者的中位总生存期(OS)差异也不显著(10.7 个月 vs 11.4 个月;P = 0.596),且患者的 OS 与 PPI 应用剂量无明显关系(P > 0.05).然而,根据我们的亚组分析,在血清 HBV DNA 浓度≥ 200 IU/mL 的 HCC 患者中,使用 PPIs 会显著增加接受 ICI 联合治疗患者的死亡风险(P = 0.024).结论:结论:PPIs不会明显影响接受ICI联合治疗的HBV相关晚期HCC患者的生存预后。然而,在 HBV DNA 水平较高的患者中,PPIs 会增加死亡风险。因此,对于 HBVDNA≥200 IU/mL 的患者,应加强抗病毒治疗。关键词:肝细胞癌;免疫检查点抑制剂;质子泵抑制剂;慢性乙型肝炎病毒感染
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引用次数: 0
Decision-Tree Models Indicative of Microvascular Invasion on MRI Predict Survival in Patients with Hepatocellular Carcinoma Following Tumor Ablation 核磁共振成像显示微血管侵犯的决策树模型预测肿瘤消融术后肝细胞癌患者的生存率
IF 4.1 3区 医学 Q2 ONCOLOGY Pub Date : 2024-07-03 DOI: 10.2147/jhc.s454487
Robin Schmidt, Charlie Alexander Hamm, Christopher Rueger, Han Xu, Yubei He, Luzie Alexandra Gottwald, Bernhard Gebauer, Lynn Jeanette Savic
Purpose: Histological microvascular invasion (MVI) is a risk factor for poor survival and early recurrence in hepatocellular carcinoma (HCC) after surgery. Its prognostic value in the setting of locoregional therapies (LRT), where no tissue samples are obtained, remains unknown. This study aims to establish CT-derived indices indicative of MVI on liver MRI with superior soft tissue contrast and evaluate their association with patient survival after ablation via interstitial brachytherapy (iBT) versus iBT combined with prior conventional transarterial chemoembolization (cTACE).
Patients and Methods: Ninety-five consecutive patients, who underwent ablation via iBT alone (n = 47) or combined with cTACE (n = 48), were retrospectively included between 01/2016 and 12/2017. All patients received contrast-enhanced MRI prior to LRT. Overall (OS), progression-free survival (PFS), and time-to-progression (TTP) were assessed. Decision-tree models to determine Radiogenomic Venous Invasion (RVI) and Two-Trait Predictor of Venous Invasion (TTPVI) on baseline MRI were established, validated on an external test set (TCGA-LIHC), and applied in the study cohorts to investigate their prognostic value for patient survival. Statistics included Fisher’s exact and t-test, Kaplan–Meier and cox-regression analysis, area under the receiver operating characteristic curve (AUC-ROC) and Pearson’s correlation.
Results: OS, PFS, and TTP were similar in both treatment groups. In the external dataset, RVI showed low sensitivity but relatively high specificity (AUC-ROC = 0.53), and TTPVI high sensitivity but only low specificity (AUC-ROC = 0.61) for histological MVI. In patients following iBT alone, positive RVI and TTPVI traits were associated with poorer OS (RVI: p < 0.01; TTPVI: p = 0.08), PFS (p = 0.04; p = 0.04), and TTP (p = 0.14; p = 0.03), respectively. However, when patients with combined cTACE and iBT were stratified by RVI or TTPVI, no differences in OS (p = 0.75; p = 0.55), PFS (p = 0.70; p = 0.43), or TTP (p = 0.33; p = 0.27) were observed.
Conclusion: The study underscores the role of non-invasive imaging biomarkers indicative of MVI to identify patients, who would potentially benefit from embolotherapy via cTACE prior to ablation rather than ablation alone.

Keywords: cancer imaging, hepatocellular carcinoma, microvascular invasion, magnetic resonance tomography, predictive imaging biomarkers
目的:组织学微血管侵犯(MVI)是肝细胞癌(HCC)术后生存率低和早期复发的风险因素。在不获取组织样本的局部区域疗法(LRT)中,MVI 的预后价值仍然未知。本研究旨在确定肝脏磁共振成像(MRI)上指示 MVI 的 CT 衍生指数,并评估这些指数与通过间质近距离放射治疗(iBT)消融与 iBT 联合先期传统经动脉化疗栓塞(cTACE)消融后患者存活率的关系:回顾性纳入2016年1月至2017年12月期间接受单独iBT消融术(47例)或联合cTACE消融术(48例)的95例连续患者。所有患者在 LRT 之前都接受了造影剂增强 MRI 检查。对总生存期(OS)、无进展生存期(PFS)和进展时间(TTP)进行了评估。建立了决策树模型来确定基线核磁共振成像上的放射基因组静脉侵犯(RVI)和静脉侵犯的双特征预测因子(TTPVI),并在外部测试集(TCGA-LIHC)上进行了验证,将其应用于研究队列,以研究其对患者生存的预后价值。统计数据包括费雪精确检验和t检验、Kaplan-Meier和cox-回归分析、接收者操作特征曲线下面积(AUC-ROC)和皮尔逊相关性:结果:两个治疗组的OS、PFS和TTP相似。在外部数据集中,RVI 对组织学 MVI 的敏感性较低,但特异性相对较高(AUC-ROC = 0.53);TTPVI 对组织学 MVI 的敏感性较高,但特异性较低(AUC-ROC = 0.61)。在单独进行 iBT 的患者中,RVI 和 TTPVI 阳性分别与较差的 OS(RVI:p < 0.01;TTPVI:p = 0.08)、PFS(p = 0.04;p = 0.04)和 TTP(p = 0.14;p = 0.03)相关。然而,当合并 cTACE 和 iBT 的患者按 RVI 或 TTPVI 分层时,观察到 OS(p = 0.75;p = 0.55)、PFS(p = 0.70;p = 0.43)或 TTP(p = 0.33;p = 0.27)无差异:该研究强调了指示微血管侵犯的非侵入性成像生物标志物在识别患者方面的作用,这些患者可能会在消融术前通过 cTACE 进行栓塞治疗,而不是仅进行消融术。 关键词:癌症成像;肝细胞癌;微血管侵犯;磁共振断层扫描;预测性成像生物标志物
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引用次数: 0
Breaking the Barriers of Therapy Resistance: Harnessing Ferroptosis for Effective Hepatocellular Carcinoma Therapy 打破抗药性障碍:利用铁蛋白沉积促进肝细胞癌的有效治疗
IF 4.1 3区 医学 Q2 ONCOLOGY Pub Date : 2024-07-02 DOI: 10.2147/jhc.s469449
Xianmei Lv, Gaochen Lan, Lujian Zhu, Qiusheng Guo
Abstract: Ferroptosis is a type of cell death that relies on iron and is distinguished by the occurrence of lipid peroxidation and the buildup of reactive oxygen species. Ferroptosis has been demonstrated to have a significant impact on the advancement and resistance to treatment of hepatocellular carcinoma (HCC), thereby highlighting its potential as a viable therapeutic target. Ferroptosis was observed in HCC tissues in contrast to normal liver tissue. The inhibition of ferroptosis has been found to increase the viability of HCC cells and decrease their susceptibility to various anticancer therapies, including chemotherapy, radiotherapy, and immune checkpoint blockade. The administration of drugs that directly modulate ferroptosis regulators or induce excessive production of lipid-reactive oxygen species has demonstrated the potential to enhance the responsiveness of drug-resistant HCC cells to treatment. However, the precise mechanism underlying this phenomenon remains ambiguous. This review presents a comprehensive overview of the crucial role played by ferroptosis in enhancing the efficacy of treatment for hepatocellular carcinoma (HCC). The main aim of this study is to examine the feasibility of utilizing ferroptosis as a therapeutic approach to improve the efficacy of HCC treatment and overcome drug resistance.

Keywords: ferroptosis, hepatocellular carcinoma, chemotherapy, tyrosine kinase inhibitor, immunosuppressive therapy, radiotherapy
摘要:铁中毒是一种依赖于铁的细胞死亡类型,其特征是发生脂质过氧化和活性氧的积累。事实证明,铁蜕变对肝细胞癌(HCC)的发展和抗药性有重大影响,因此突出了其作为可行治疗靶点的潜力。与正常肝组织相比,在 HCC 组织中观察到了铁蜕变。研究发现,抑制铁突变可提高 HCC 细胞的活力,降低其对各种抗癌疗法(包括化疗、放疗和免疫检查点阻断)的敏感性。服用直接调节铁氧化调节因子或诱导过量产生脂质活性氧的药物,已证明有可能提高耐药 HCC 细胞对治疗的反应性。然而,这一现象的确切机制仍不明确。本综述全面概述了铁氧体渗透在提高肝细胞癌(HCC)疗效方面所起的关键作用。本研究的主要目的是探讨利用高铁血症作为一种治疗方法的可行性,以提高 HCC 的疗效并克服耐药性。关键词:高铁血症、肝细胞癌、化疗、酪氨酸激酶抑制剂、免疫抑制疗法、放疗
{"title":"Breaking the Barriers of Therapy Resistance: Harnessing Ferroptosis for Effective Hepatocellular Carcinoma Therapy","authors":"Xianmei Lv, Gaochen Lan, Lujian Zhu, Qiusheng Guo","doi":"10.2147/jhc.s469449","DOIUrl":"https://doi.org/10.2147/jhc.s469449","url":null,"abstract":"<strong>Abstract:</strong> Ferroptosis is a type of cell death that relies on iron and is distinguished by the occurrence of lipid peroxidation and the buildup of reactive oxygen species. Ferroptosis has been demonstrated to have a significant impact on the advancement and resistance to treatment of hepatocellular carcinoma (HCC), thereby highlighting its potential as a viable therapeutic target. Ferroptosis was observed in HCC tissues in contrast to normal liver tissue. The inhibition of ferroptosis has been found to increase the viability of HCC cells and decrease their susceptibility to various anticancer therapies, including chemotherapy, radiotherapy, and immune checkpoint blockade. The administration of drugs that directly modulate ferroptosis regulators or induce excessive production of lipid-reactive oxygen species has demonstrated the potential to enhance the responsiveness of drug-resistant HCC cells to treatment. However, the precise mechanism underlying this phenomenon remains ambiguous. This review presents a comprehensive overview of the crucial role played by ferroptosis in enhancing the efficacy of treatment for hepatocellular carcinoma (HCC). The main aim of this study is to examine the feasibility of utilizing ferroptosis as a therapeutic approach to improve the efficacy of HCC treatment and overcome drug resistance. <br/><br/><strong>Keywords:</strong> ferroptosis, hepatocellular carcinoma, chemotherapy, tyrosine kinase inhibitor, immunosuppressive therapy, radiotherapy<br/>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"148 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141504594","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
Prognostic Value of Alpha-Fetoprotein in Unresectable Hepatocellular Carcinoma Treated with Hepatic Artery Infusion Chemotherapy Combined with Lenvatinib and Camrelizumab 甲胎蛋白在接受肝动脉灌注化疗联合来伐替尼和康瑞珠单抗治疗的不可切除肝细胞癌中的预后价值
IF 4.1 3区 医学 Q2 ONCOLOGY Pub Date : 2024-07-02 DOI: 10.2147/jhc.s460922
Yongqiang Xiao, Wanqing Chen, Wei Deng, Guoqing Zhu, Jin Xie, Laihui Luo, Liucong Lin, Jiahao Tao, Zhigao Hu, Renfeng Shan
Purpose: This study aimed to assess the prognostic significance of alpha-fetoprotein (AFP) response in patients with unresectable hepatocellular carcinoma (u-HCC) who underwent hepatic artery infusion chemotherapy (HAIC) combined with lenvatinib and camrelizumab.
Methods: A retrospective review was conducted on patients with u-HCC receiving treatment with HAIC combined with lenvatinib and camrelizumab. Early AFP response was defined as a > 20% decrease in AFP within 4 weeks, and AFP response as a > 75% decrease in AFP within 8 weeks. The correlation between early AFP response, AFP response, therapeutic response, overall survival (OS), and progression-free survival (PFS) was investigated.
Results: The study included 63 patients. AFP responders exhibited superior objective response rates compared to AFP non-responders, as determined by RECIST v1.1 or mRECIST criteria (45.5 vs. 18.2%, p=0.014, or 81.8 vs. 48.5%, p=0.013). Furthermore, early AFP responders demonstrated prolonged OS (not reached vs. 8.0 months, p< 0.001) and PFS (13.3 vs. 3.0 months, p= 0.018) relative to early AFP non-responders. Similarly, AFP responders exhibited improved OS (not reached vs. 9.0 months, p< 0.001) and PFS (19.3 vs. 5.1 months, p=0.002) compared to AFP non-responders. Multivariate analysis results indicated that both early AFP response and AFP response independently predicted OS [hazard ratio (HR) 2.963, 95% confidence interval (CI) 1.333– 6.585, p=0.008, and HR 6.182, 95% CI 1.780– 21.466, p=0.004] and PFS (HR 2.186, 95% CI 1.107– 4.318, p=0.024, and HR 3.078, 95% CI 1.407– 6.730, p=0.005), serving as significant prognostic values.
Conclusion: Early AFP response and AFP response serve as predictive biomarkers for the effectiveness of HAIC combined with lenvatinib and camrelizumab in patients with u-HCC.

Keywords: unresectable hepatocellular carcinoma, alpha-fetoprotein, hepatic arterial infusion chemotherapy, lenvatinib, camrelizumab
目的:本研究旨在评估接受肝动脉灌注化疗(HAIC)联合来伐替尼和坎瑞珠单抗治疗的不可切除肝细胞癌(u-HCC)患者甲胎蛋白(AFP)反应的预后意义:对接受HAIC联合来伐替尼和坎瑞珠单抗治疗的u-HCC患者进行回顾性研究。4周内AFP下降20%为早期AFP反应,8周内AFP下降75%为AFP反应。研究调查了早期AFP反应、AFP反应、治疗反应、总生存期(OS)和无进展生存期(PFS)之间的相关性:研究共纳入 63 名患者。根据 RECIST v1.1 或 mRECIST 标准(45.5% 对 18.2%,P=0.014;81.8% 对 48.5%,P=0.013),AFP 反应者的客观反应率高于 AFP 无反应者。此外,与早期 AFP 无应答者相比,早期 AFP 有应答者的 OS(未达 8.0 个月 vs. 8.0 个月,p< 0.001)和 PFS(13.3 个月 vs. 3.0 个月,p= 0.018)均有所延长。同样,与AFP未应答者相比,AFP应答者的OS(未达到vs.9.0个月,p< 0.001)和PFS(19.3 vs. 5.1个月,p=0.002)均有所改善。多变量分析结果表明,早期 AFP 反应和 AFP 反应均可独立预测 OS [危险比(HR)2.963,95% 置信区间(CI)1.333- 6.585,p=0.008, and HR 6.182, 95% CI 1.780- 21.466, p=0.004] and PFS (HR 2.186, 95% CI 1.107- 4.318, p=0.024, and HR 3.078, 95% CI 1.407- 6.730, p=0.005),具有显著的预后价值:关键词:不可切除性肝细胞癌;甲胎蛋白;肝动脉灌注化疗;来伐替尼;康瑞珠单抗
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引用次数: 0
Limited Generalizability of Retrospective Single-Center Cohort Study in Comparison to Multicenter Cohort Study on Prognosis of Hepatocellular Carcinoma 肝细胞癌预后的回顾性单中心队列研究与多中心队列研究的有限普适性比较
IF 4.1 3区 医学 Q2 ONCOLOGY Pub Date : 2024-07-01 DOI: 10.2147/jhc.s456093
Ye Rim Kim, Sung Won Chung, Min-Ju Kim, Won-Mook Choi, Jonggi Choi, Danbi Lee, Han Chu Lee, Ju Hyun Shim
Introduction: We aimed to evaluate the generalizability of retrospective single-center cohort studies on prognosis of hepatocellular carcinoma (HCC) by comparing overall survival (OS) after various treatments between a nationwide multicenter cohort and a single-center cohort of HCC patients.
Methods: Patients newly diagnosed with HCC between January 2008 and December 2018 were analyzed using data from the Korean Primary Liver Cancer Registry (multicenter cohort, n=16,443), and the Asan Medical Center HCC registry (single-center cohort, n=15,655). The primary outcome, OS after initial treatment, was compared between the two cohorts for both the entire population and for subcohorts with Child-Pugh A liver function (n=2797 and n=5151, respectively) treated according to the Barcelona-Clinic-Liver-Cancer (BCLC) strategy, using Log rank test and Cox proportional hazard models.
Results: Patients of BCLC stages 0 and A (59.3% vs 35.2%) and patients who received curative treatment (42.1% vs 32.1%) were more frequently observed in the single-center cohort (Ps< 0.001). Multivariable analysis revealed significant differences between the two cohorts in OS according to type of treatment: the multicenter cohort was associated with higher risk of mortality among patients who received curative (adjusted hazard ratio [95% confidence interval], 1.48 [1.39– 1.59]) and non-curative (1.22 [1.17– 1.27]) treatments, whereas the risk was lower in patients treated with systemic therapy (0.83 [0.74– 0.92]) and best supportive care (0.85 [0.79– 0.91]). Subcohort analysis also demonstrated significantly different OS between the two cohorts, with a higher risk of mortality in multicenter cohort patients who received chemoembolization (1.72 [1.48– 2.00]) and ablation (1.44 [1.08– 1.92]).
Conclusion: Comparisons of single-center and multicenter cohorts of HCC patients revealed significant differences in OS according to treatment modality after adjustment for prognostic variables. Therefore, the results of retrospective single-center cohort studies of HCC treatments may not be generalizable to real-world practice.

Keywords: BCLC, UICC, liver cancer, retrospective cohort, external validation
简介我们旨在通过比较全国多中心队列和单中心队列的HCC患者接受各种治疗后的总生存率(OS),评估回顾性单中心队列研究对肝细胞癌(HCC)预后的可推广性:利用韩国原发性肝癌登记处(多中心队列,人数=16443)和牙山医疗中心HCC登记处(单中心队列,人数=15655)的数据,对2008年1月至2018年12月期间新诊断出的HCC患者进行分析。使用对数秩检验和Cox比例危险模型比较了两个队列的主要结果--初始治疗后的OS,包括整个人群和Child-Pugh A肝功能亚群(分别为2797人和5151人)按照巴塞罗那肝癌临床(BCLC)策略进行治疗的患者:单中心队列中,BCLC 0期和A期患者(59.3% vs 35.2%)以及接受根治性治疗的患者(42.1% vs 32.1%)更常见(Ps< 0.001)。多变量分析显示,根据治疗类型,两个队列的 OS 存在显著差异:多中心队列中接受根治性治疗的患者的死亡风险更高(调整后危险比 [95% 置信区间],1.48[1.39-1.59])和非根治性治疗(1.22[1.17-1.27])的患者死亡风险较高,而接受全身治疗(0.83[0.74-0.92])和最佳支持治疗(0.85[0.79-0.91])的患者死亡风险较低。子队列分析还显示,两个队列的OS有显著差异,接受化疗栓塞(1.72 [1.48- 2.00])和消融(1.44 [1.08- 1.92])的多中心队列患者的死亡风险更高:单中心和多中心HCC患者队列的比较显示,在调整预后变量后,不同治疗方式的OS存在显著差异。因此,HCC治疗的回顾性单中心队列研究结果可能无法推广到现实世界的实践中:BCLC、UICC、肝癌、回顾性队列、外部验证
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引用次数: 0
The Potential of the lncRNAs ADAMTSL4-AS1, AC067931 and SOCS2-AS1 in Peripheral Blood Mononuclear Cells as Novel Diagnostic Biomarkers for Hepatitis B Virus-Associated Hepatocellular Carcinoma. 外周血单核细胞中的 lncRNAs ADAMTSL4-AS1、AC067931 和 SOCS2-AS1 作为乙型肝炎病毒相关肝细胞癌新型诊断生物标志物的潜力
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-06-27 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S463804
Weiwei Guan, Congyue Zhang, Tongguo Miao, Chen Dong, Lu Li, Xiwei Yuan, Dandan Zhao, Rong Ai, Xiaoxiao Zhang, Mengjiao Sun, Haiyan Kang, Yuemin Nan

Purpose: Long noncoding RNAs (lncRNAs) might be closely associated with hepatocellular carcinoma (HCC) progression and could serve as diagnostic and prognostic markers. This study aimed to investigate lncRNA-based diagnostic biomarkers for hepatitis B virus (HBV)-associated HCC.

Materials and methods: High-throughput transcriptome sequencing was conducted on the liver tissues of 15 patients with HBV-associated liver diseases (5 with chronic hepatitis B [CHB], 5 with liver cirrhosis [LC], and 5 with HCC). Quantitative real-time polymerase chain reaction (qRT-PCR) was used to analyze lncRNA expressions. Potential diagnostic performance for HBV-associated HCC screening was evaluated.

Results: Through trend analysis and functional analysis, we found that 8 lncRNAs were gradually upregulated and 1 lncRNA was progressively downregulated by regulation of target mRNAs and downstream HCC-associated signaling pathways. The validation of dysregulated lncRNAs in peripheral blood mononuclear cells (PBMCs) and HCC tissues by qRT-PCR revealed that ADAMTSL4-AS1, SOCS2-AS1, and AC067931 were significantly increased in HCC compared with CHB and cirrhosis. Moreover, differentially expressed lncRNAs were aberrantly elevated in Huh7, Hep3B, HepG2, and HepG2.215 cells compared with LX2 cells. Furthermore, ADAMTSL4-AS1, SOCS2-AS1, and AC067931 were identified as novel biomarkers for HBV-associated HCC. For distinguishing HCC from CHB, ADAMTSL4-AS1, AC067931, and SOCS2-AS1 combined with alpha-fetoprotein (AFP) had an area under the curve (AUC) of 0.945 (sensitivity, 83.9%; specificity, 89.8%). Similarly, for distinguishing HCC from LC, this combination had an AUC of 0.871 (sensitivity, 91.1%; specificity, 68.2%). Furthermore, this combination showed the highest diagnostic ability to distinguish HCC from CHB and LC (AUC, 0.905; sensitivity, 91.1%; specificity, 75.3%). In particular, this combination identified AFP-negative (AFP < 20 ng/mL) (AUC = 0.814), small (AUC = 0.909), and early stage (AUC = 0.863) tumors.

Conclusion: ADAMTSL4-AS1, SOCS2-AS1, and AC067931 combined with AFP in PBMCs may serve as a noninvasive diagnostic biomarker for HBV-associated HCC, especially AFP-negative, small, and early stage HCC.

目的:长非编码RNA(lncRNA)可能与肝细胞癌(HCC)的进展密切相关,可作为诊断和预后标志物。本研究旨在探讨基于 lncRNA 的乙型肝炎病毒(HBV)相关 HCC 诊断生物标志物。材料与方法:对 15 例 HBV 相关肝病患者(5 例慢性乙型肝炎 [CHB]、5 例肝硬化 [LC] 和 5 例 HCC)的肝组织进行了高通量转录组测序。采用实时定量聚合酶链反应(qRT-PCR)分析lncRNA的表达。评估了 HBV 相关 HCC 筛查的潜在诊断性能:通过趋势分析和功能分析,我们发现8个lncRNA逐渐上调,1个lncRNA通过调控靶mRNA和下游HCC相关信号通路而逐渐下调。通过qRT-PCR对外周血单核细胞(PBMCs)和HCC组织中表达失调的lncRNAs进行验证发现,与CHB和肝硬化相比,ADAMTSL4-AS1、SOCS2-AS1和AC067931在HCC中的表达显著增加。此外,与 LX2 细胞相比,差异表达的 lncRNA 在 Huh7、Hep3B、HepG2 和 HepG2.215 细胞中异常升高。此外,ADAMTSL4-AS1、SOCS2-AS1 和 AC067931 被鉴定为 HBV 相关性 HCC 的新型生物标志物。在区分 HCC 和 CHB 时,ADAMTSL4-AS1、AC067931 和 SOCS2-AS1 与甲胎蛋白(AFP)的曲线下面积(AUC)为 0.945(灵敏度为 83.9%;特异性为 89.8%)。同样,在区分 HCC 和 LC 时,该组合的 AUC 为 0.871(灵敏度 91.1%;特异度 68.2%)。此外,该组合在区分 HCC 与 CHB 和 LC 方面显示出最高的诊断能力(AUC,0.905;灵敏度,91.1%;特异性,75.3%)。特别是,该组合能识别AFP阴性(AFP < 20 ng/mL)(AUC = 0.814)、小(AUC = 0.909)和早期(AUC = 0.863)肿瘤:结论:ADAMTSL4-AS1、SOCS2-AS1 和 AC067931 与 PBMC 中的 AFP 结合可作为 HBV 相关性 HCC(尤其是 AFP 阴性、小型和早期 HCC)的无创诊断生物标志物。
{"title":"The Potential of the lncRNAs ADAMTSL4-AS1, AC067931 and SOCS2-AS1 in Peripheral Blood Mononuclear Cells as Novel Diagnostic Biomarkers for Hepatitis B Virus-Associated Hepatocellular Carcinoma.","authors":"Weiwei Guan, Congyue Zhang, Tongguo Miao, Chen Dong, Lu Li, Xiwei Yuan, Dandan Zhao, Rong Ai, Xiaoxiao Zhang, Mengjiao Sun, Haiyan Kang, Yuemin Nan","doi":"10.2147/JHC.S463804","DOIUrl":"10.2147/JHC.S463804","url":null,"abstract":"<p><strong>Purpose: </strong>Long noncoding RNAs (lncRNAs) might be closely associated with hepatocellular carcinoma (HCC) progression and could serve as diagnostic and prognostic markers. This study aimed to investigate lncRNA-based diagnostic biomarkers for hepatitis B virus (HBV)-associated HCC.</p><p><strong>Materials and methods: </strong>High-throughput transcriptome sequencing was conducted on the liver tissues of 15 patients with HBV-associated liver diseases (5 with chronic hepatitis B [CHB], 5 with liver cirrhosis [LC], and 5 with HCC). Quantitative real-time polymerase chain reaction (qRT-PCR) was used to analyze lncRNA expressions. Potential diagnostic performance for HBV-associated HCC screening was evaluated.</p><p><strong>Results: </strong>Through trend analysis and functional analysis, we found that 8 lncRNAs were gradually upregulated and 1 lncRNA was progressively downregulated by regulation of target mRNAs and downstream HCC-associated signaling pathways. The validation of dysregulated lncRNAs in peripheral blood mononuclear cells (PBMCs) and HCC tissues by qRT-PCR revealed that ADAMTSL4-AS1, SOCS2-AS1, and AC067931 were significantly increased in HCC compared with CHB and cirrhosis. Moreover, differentially expressed lncRNAs were aberrantly elevated in Huh7, Hep3B, HepG2, and HepG2.215 cells compared with LX2 cells. Furthermore, ADAMTSL4-AS1, SOCS2-AS1, and AC067931 were identified as novel biomarkers for HBV-associated HCC. For distinguishing HCC from CHB, ADAMTSL4-AS1, AC067931, and SOCS2-AS1 combined with alpha-fetoprotein (AFP) had an area under the curve (AUC) of 0.945 (sensitivity, 83.9%; specificity, 89.8%). Similarly, for distinguishing HCC from LC, this combination had an AUC of 0.871 (sensitivity, 91.1%; specificity, 68.2%). Furthermore, this combination showed the highest diagnostic ability to distinguish HCC from CHB and LC (AUC, 0.905; sensitivity, 91.1%; specificity, 75.3%). In particular, this combination identified AFP-negative (AFP < 20 ng/mL) (AUC = 0.814), small (AUC = 0.909), and early stage (AUC = 0.863) tumors.</p><p><strong>Conclusion: </strong>ADAMTSL4-AS1, SOCS2-AS1, and AC067931 combined with AFP in PBMCs may serve as a noninvasive diagnostic biomarker for HBV-associated HCC, especially AFP-negative, small, and early stage HCC.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"1221-1233"},"PeriodicalIF":4.2,"publicationDate":"2024-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11217008/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141492243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy and Safety Analysis of Transarterial Chemoembolization Plus Donafenib With or Without Immune Checkpoint Inhibitors for Unresectable Hepatocellular Carcinoma: A Prospective, Single-Arm, Single-Center, Phase II Clinical Study. 经动脉化疗栓塞术加多纳非尼与或不加免疫检查点抑制剂治疗不可切除肝细胞癌的疗效和安全性分析:一项前瞻性、单臂、单中心、II 期临床研究。
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-06-27 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S473617
Jinpeng Li, Yan Li, Jinlong Song, Lujun Zhao

Purpose: To observe and assess the efficacy and safety of donafenib combined with transarterial chemoembolization (TACE) to treat unresectable hepatocellular carcinoma (HCC).

Patients and methods: This prospective, single-arm, single-center, phase II clinical study enrolled 36 patients with initial unresectable HCC who had not undergone any systemic treatment. The patients received donafenib plus TACE (n = 26) or donafenib plus TACE plus programmed death receptor 1 inhibitors (n = 10). The primary endpoint was short-term efficacy, with secondary endpoints including progression-free survival (PFS), time to response (TTR), disease control rate (DCR), and adverse events. The tumor feeding artery diameter was also measured.

Results: Efficacy evaluation of all 36 patients revealed 6 cases of complete response, 19 of partial response, 8 of stable disease, and 3 of progressive disease. Six (16.7%) patients successfully underwent conversion surgery, all achieving R0 resection, and 2 (5.6%) achieved a complete pathological response. The objective response rate (ORR) was 69.4% and the DCR was 91.7%. The median PFS was 10.7 months, the median overall survival was not reached, and the median TTR was 1.4 months. The median survival rates at 6, 12, and 18 months were 85.0%, 77.6%, and 71.3%, respectively. The median PFS rates at 6, 12, and 18 months were 65.3%, 45.6%, and 34.2%, respectively. Treatment-related adverse events (TRAEs) occurred in all 25 subjects, including 4 (11.3%) grade 3 TRAEs. No grade 4 or 5 TRAEs occurred. The tumor feeding artery diameter was significantly decreased following treatment (P = 0.036). Multivariable analysis revealed the sum of baseline target lesion diameters, best tumor response, and combined immunotherapy as independent predictors of PFS.

Conclusion: TACE plus donafenib reduced the tumor feeding artery diameter in patients with unresectable HCC. The safety profile was good, and a high ORR was achieved.

目的:观察和评估多那非尼联合经动脉化疗栓塞术(TACE)治疗不可切除性肝细胞癌(HCC)的疗效和安全性:这项前瞻性、单臂、单中心、II期临床研究共招募了36例未接受过任何系统治疗的初治不可切除肝细胞癌患者。患者接受了多纳非尼加TACE治疗(26例)或多纳非尼加TACE加程序性死亡受体1抑制剂治疗(10例)。主要终点是短期疗效,次要终点包括无进展生存期(PFS)、反应时间(TTR)、疾病控制率(DCR)和不良事件。此外,还测量了肿瘤供血动脉的直径:对所有 36 例患者的疗效评估显示,完全应答 6 例,部分应答 19 例,病情稳定 8 例,病情进展 3 例。6例(16.7%)患者成功接受了转换手术,全部实现了R0切除,2例(5.6%)实现了完全病理反应。客观反应率(ORR)为 69.4%,DCR 为 91.7%。中位生存期为10.7个月,中位总生存期未达标,中位TTR为1.4个月。6、12和18个月的中位生存率分别为85.0%、77.6%和71.3%。6、12和18个月的中位生存率分别为65.3%、45.6%和34.2%。所有25名受试者均发生了治疗相关不良事件(TRAE),其中包括4例(11.3%)3级TRAE。没有出现 4 级或 5 级 TRAE。治疗后,肿瘤供血动脉直径明显缩小(P = 0.036)。多变量分析显示,基线靶病变直径之和、最佳肿瘤反应和联合免疫疗法是预测PFS的独立因素:结论:TACE加多那非尼能缩小不可切除HCC患者的肿瘤供血动脉直径。结论:TACE联合多纳非尼可减少无法切除的HCC患者的肿瘤供血动脉直径,安全性良好,并获得了较高的ORR。
{"title":"Efficacy and Safety Analysis of Transarterial Chemoembolization Plus Donafenib With or Without Immune Checkpoint Inhibitors for Unresectable Hepatocellular Carcinoma: A Prospective, Single-Arm, Single-Center, Phase II Clinical Study.","authors":"Jinpeng Li, Yan Li, Jinlong Song, Lujun Zhao","doi":"10.2147/JHC.S473617","DOIUrl":"10.2147/JHC.S473617","url":null,"abstract":"<p><strong>Purpose: </strong>To observe and assess the efficacy and safety of donafenib combined with transarterial chemoembolization (TACE) to treat unresectable hepatocellular carcinoma (HCC).</p><p><strong>Patients and methods: </strong>This prospective, single-arm, single-center, phase II clinical study enrolled 36 patients with initial unresectable HCC who had not undergone any systemic treatment. The patients received donafenib plus TACE (n = 26) or donafenib plus TACE plus programmed death receptor 1 inhibitors (n = 10). The primary endpoint was short-term efficacy, with secondary endpoints including progression-free survival (PFS), time to response (TTR), disease control rate (DCR), and adverse events. The tumor feeding artery diameter was also measured.</p><p><strong>Results: </strong>Efficacy evaluation of all 36 patients revealed 6 cases of complete response, 19 of partial response, 8 of stable disease, and 3 of progressive disease. Six (16.7%) patients successfully underwent conversion surgery, all achieving R0 resection, and 2 (5.6%) achieved a complete pathological response. The objective response rate (ORR) was 69.4% and the DCR was 91.7%. The median PFS was 10.7 months, the median overall survival was not reached, and the median TTR was 1.4 months. The median survival rates at 6, 12, and 18 months were 85.0%, 77.6%, and 71.3%, respectively. The median PFS rates at 6, 12, and 18 months were 65.3%, 45.6%, and 34.2%, respectively. Treatment-related adverse events (TRAEs) occurred in all 25 subjects, including 4 (11.3%) grade 3 TRAEs. No grade 4 or 5 TRAEs occurred. The tumor feeding artery diameter was significantly decreased following treatment (P = 0.036). Multivariable analysis revealed the sum of baseline target lesion diameters, best tumor response, and combined immunotherapy as independent predictors of PFS.</p><p><strong>Conclusion: </strong>TACE plus donafenib reduced the tumor feeding artery diameter in patients with unresectable HCC. The safety profile was good, and a high ORR was achieved.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"1207-1219"},"PeriodicalIF":4.2,"publicationDate":"2024-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11214825/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141468569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Influence of Visceral Adiposity on Overall Survival: Exploring "Obesity Paradox" Among Hepatocellular Carcinoma Patients Who Receiving Immunotherapy. 内脏脂肪对总生存期的影响:探索接受免疫疗法的肝细胞癌患者的 "肥胖悖论"。
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-06-24 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S453262
Yanzhao Zhou, Jingzhong Ouyang, Hongcai Yang, Zhengzheng Wang, Yi Yang, Qingjun Li, Haitao Zhao, Jinxue Zhou, Qiang Li

Purpose: The impact of visceral adiposity on overall survival (OS) in hepatocellular carcinoma (HCC) receiving immunotherapy was unclear. We aimed to determine how visceral adiposity affected OS and explore the interrelationships between visceral adiposity, body mass index (BMI), and other body compositions.

Patients and methods: Data from three centers were retrospectively analyzed. Skeletal muscle index (SMI), skeletal muscle density (SMD), visceral adipose tissue index (VATI), and subcutaneous adipose tissue index (SATI) were used to define each body composition. The BMI subgroups included the underweight, the normal weight, and the obesity. The Log rank test compared survival curves calculated by the Kaplan-Meier method. The relationships between body compositions and BMI with OS were examined using Cox proportional risk regression models.

Results: A total of 305 patients who met the criteria were included. Patients with low VATI had significantly worse OS (P = 0.001). The protections of VATI (P = 0.011) on OS were independent of covariates. However, after additional adjustment of SMI, the effect of VATI on OS disappeared (P = 0.146), but the effect of SMD on OS did not (P = 0.021). BMI has a significant U-shaped relationship with OS, and the effect of BMI on OS equally disappeared after additional adjustment by SMI.

Conclusion: This study first demonstrated that high VATI and mid-level BMI were protective for the survival of patients with HCC receiving immunotherapy. Skeletal muscle status (including SMI and SMD) may be the better predictor for outcomes of patients with HCC receiving immunotherapy.

目的:内脏脂肪对接受免疫疗法的肝细胞癌(HCC)患者总生存期(OS)的影响尚不清楚。我们旨在确定内脏脂肪对OS的影响,并探讨内脏脂肪、体重指数(BMI)和其他身体成分之间的相互关系:对来自三个中心的数据进行了回顾性分析。采用骨骼肌指数(SMI)、骨骼肌密度(SMD)、内脏脂肪组织指数(VATI)和皮下脂肪组织指数(SATI)来定义各种身体成分。体重指数亚组包括体重不足、体重正常和肥胖。对数秩检验比较了 Kaplan-Meier 法计算的生存曲线。使用 Cox 比例风险回归模型研究了身体成分和 BMI 与 OS 之间的关系:共纳入了 305 名符合标准的患者。低 VATI 患者的 OS 明显较差(P = 0.001)。VATI对OS的保护作用(P = 0.011)与协变量无关。然而,在对 SMI 进行额外调整后,VATI 对 OS 的影响消失了(P = 0.146),但 SMD 对 OS 的影响没有消失(P = 0.021)。BMI与OS呈明显的U形关系,BMI对OS的影响在额外调整SMI后同样消失:本研究首次证明,高 VATI 和中等水平的 BMI 对接受免疫疗法的 HCC 患者的生存具有保护作用。骨骼肌状态(包括 SMI 和 SMD)可能是预测接受免疫疗法的 HCC 患者预后的更好指标。
{"title":"The Influence of Visceral Adiposity on Overall Survival: Exploring \"Obesity Paradox\" Among Hepatocellular Carcinoma Patients Who Receiving Immunotherapy.","authors":"Yanzhao Zhou, Jingzhong Ouyang, Hongcai Yang, Zhengzheng Wang, Yi Yang, Qingjun Li, Haitao Zhao, Jinxue Zhou, Qiang Li","doi":"10.2147/JHC.S453262","DOIUrl":"10.2147/JHC.S453262","url":null,"abstract":"<p><strong>Purpose: </strong>The impact of visceral adiposity on overall survival (OS) in hepatocellular carcinoma (HCC) receiving immunotherapy was unclear. We aimed to determine how visceral adiposity affected OS and explore the interrelationships between visceral adiposity, body mass index (BMI), and other body compositions.</p><p><strong>Patients and methods: </strong>Data from three centers were retrospectively analyzed. Skeletal muscle index (SMI), skeletal muscle density (SMD), visceral adipose tissue index (VATI), and subcutaneous adipose tissue index (SATI) were used to define each body composition. The BMI subgroups included the underweight, the normal weight, and the obesity. The Log rank test compared survival curves calculated by the Kaplan-Meier method. The relationships between body compositions and BMI with OS were examined using Cox proportional risk regression models.</p><p><strong>Results: </strong>A total of 305 patients who met the criteria were included. Patients with low VATI had significantly worse OS (<i>P</i> = 0.001). The protections of VATI (<i>P</i> = 0.011) on OS were independent of covariates. However, after additional adjustment of SMI, the effect of VATI on OS disappeared (<i>P</i> = 0.146), but the effect of SMD on OS did not (<i>P</i> = 0.021). BMI has a significant U-shaped relationship with OS, and the effect of BMI on OS equally disappeared after additional adjustment by SMI.</p><p><strong>Conclusion: </strong>This study first demonstrated that high VATI and mid-level BMI were protective for the survival of patients with HCC receiving immunotherapy. Skeletal muscle status (including SMI and SMD) may be the better predictor for outcomes of patients with HCC receiving immunotherapy.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"1193-1206"},"PeriodicalIF":4.2,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11212812/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141468570","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
Radiomics-Based Prediction of Microvascular Invasion Grade in Nodular Hepatocellular Carcinoma Using Contrast-Enhanced Magnetic Resonance Imaging. 基于放射组学的结节性肝细胞癌微血管侵犯等级对比增强磁共振成像预测法
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-06-21 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S461420
Zhao Zhang, Xiu-Fen Jia, Xiao-Yu Chen, Yong-Hua Chen, Ke-Hua Pan

Objective: The aim of this study is to develop and verify a magnetic resonance imaging (MRI)-based radiomics model for predicting the microvascular invasion grade (MVI) before surgery in individuals diagnosed with nodular hepatocellular carcinoma (HCC).

Methods: A total of 198 patients were included in the study and were randomly stratified into two groups: a training group consisting of 139 patients and a test group comprising 59 patients. The tumor lesion was manually segmented on the largest cross-sectional slice using ITK SNAP, with agreement reached between two radiologists. The selection of radiomics features was carried out using the LASSO (Least Absolute Shrinkage and Selection Operator) algorithm. Radiomics models were then developed through maximum correlation, minimum redundancy, and logistic regression analyses. The performance of the models in predicting MVI grade was assessed using the area under the receiver operating characteristic curve (AUC) and metrics derived from the confusion matrix.

Results: There were no notable statistical differences in sex, age, BMI (body mass index), tumor size, and location between the training and test groups. The AP and PP radiomic model constructed for predicting MVI grade demonstrated an AUC of 0.83 (0.75-0.88) and 0.73 (0.64-0.80) in the training group and an AUC of 0.74 (0.61-0.85) and 0.62 (0.48-0.74) in test group, respectively. The combined model consists of imaging data and clinical data (age and AFP), achieved an AUC of 0.85 (0.78-0.91) and 0.77 (0.64-0.87) in the training and test groups, respectively.

Conclusion: A radiomics model utilizing-contrast-enhanced MRI demonstrates strong predictive capability for differentiating MVI grades in individuals with nodular HCC. This model could potentially function as a dependable and resilient tool to support hepatologists and radiologists in their preoperative decision-making processes.

研究目的本研究旨在开发和验证一种基于磁共振成像(MRI)的放射组学模型,用于在确诊为结节性肝细胞癌(HCC)患者手术前预测微血管侵犯等级(MVI):研究共纳入 198 名患者,并将其随机分为两组:由 139 名患者组成的训练组和由 59 名患者组成的测试组。使用 ITK SNAP 对最大横截面切片上的肿瘤病灶进行人工分割,并由两名放射科医生达成一致意见。放射组学特征的选择采用 LASSO(最小绝对收缩和选择操作器)算法。然后通过最大相关性分析、最小冗余分析和逻辑回归分析建立放射组学模型。使用接收者操作特征曲线下面积(AUC)和混淆矩阵得出的指标评估了模型在预测MVI分级方面的性能:结果:训练组和测试组在性别、年龄、BMI(体重指数)、肿瘤大小和位置方面没有明显的统计学差异。为预测MVI分级而构建的AP和PP放射学模型在训练组的AUC分别为0.83(0.75-0.88)和0.73(0.64-0.80),在测试组的AUC分别为0.74(0.61-0.85)和0.62(0.48-0.74)。综合模型由成像数据和临床数据(年龄和甲胎蛋白)组成,训练组和测试组的AUC分别为0.85(0.78-0.91)和0.77(0.64-0.87):结论:利用对比度增强 MRI 的放射组学模型对结节性 HCC 患者的 MVI 分级具有很强的预测能力。该模型有可能成为一种可靠、灵活的工具,为肝病专家和放射科专家的术前决策过程提供支持。
{"title":"Radiomics-Based Prediction of Microvascular Invasion Grade in Nodular Hepatocellular Carcinoma Using Contrast-Enhanced Magnetic Resonance Imaging.","authors":"Zhao Zhang, Xiu-Fen Jia, Xiao-Yu Chen, Yong-Hua Chen, Ke-Hua Pan","doi":"10.2147/JHC.S461420","DOIUrl":"10.2147/JHC.S461420","url":null,"abstract":"<p><strong>Objective: </strong>The aim of this study is to develop and verify a magnetic resonance imaging (MRI)-based radiomics model for predicting the microvascular invasion grade (MVI) before surgery in individuals diagnosed with nodular hepatocellular carcinoma (HCC).</p><p><strong>Methods: </strong>A total of 198 patients were included in the study and were randomly stratified into two groups: a training group consisting of 139 patients and a test group comprising 59 patients. The tumor lesion was manually segmented on the largest cross-sectional slice using ITK SNAP, with agreement reached between two radiologists. The selection of radiomics features was carried out using the LASSO (Least Absolute Shrinkage and Selection Operator) algorithm. Radiomics models were then developed through maximum correlation, minimum redundancy, and logistic regression analyses. The performance of the models in predicting MVI grade was assessed using the area under the receiver operating characteristic curve (AUC) and metrics derived from the confusion matrix.</p><p><strong>Results: </strong>There were no notable statistical differences in sex, age, BMI (body mass index), tumor size, and location between the training and test groups. The AP and PP radiomic model constructed for predicting MVI grade demonstrated an AUC of 0.83 (0.75-0.88) and 0.73 (0.64-0.80) in the training group and an AUC of 0.74 (0.61-0.85) and 0.62 (0.48-0.74) in test group, respectively. The combined model consists of imaging data and clinical data (age and AFP), achieved an AUC of 0.85 (0.78-0.91) and 0.77 (0.64-0.87) in the training and test groups, respectively.</p><p><strong>Conclusion: </strong>A radiomics model utilizing-contrast-enhanced MRI demonstrates strong predictive capability for differentiating MVI grades in individuals with nodular HCC. This model could potentially function as a dependable and resilient tool to support hepatologists and radiologists in their preoperative decision-making processes.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"1185-1192"},"PeriodicalIF":4.2,"publicationDate":"2024-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11199320/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141457366","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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