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Multisequence MRI-Based Radiomic Features Combined with Inflammatory Indices for Predicting the Overall Survival of HCC Patients After TACE. 基于多序列磁共振成像的放射组学特征与炎症指标相结合,预测TACE后HCC患者的总生存率
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-10-24 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S481301
Maoting Zhou, Peng Zhang, Qi Mao, Yue Shi, Lin Yang, Xiaoming Zhang

Objective: To develop a model for predicting the overall survival (OS) of hepatocellular carcinoma (HCC) patients after transarterial chemoembolization (TACE) on the basis of multisequence MRI radiomic features and clinical variables.

Methods: The DCE-MRI and clinical data of 116 HCC patients treated with TACE for the first time were retrospectively analyzed. The included patients were randomly divided into training and validation cohorts at a ratio of 7:3. Univariate and multivariate Cox proportional hazards regression models were used to identify independent risk factors that affect the OS of patients with HCC after TACE. Radiomic features were extracted from the sequences of FS-T2W images and arterial-phase (A) and portal venous-phase (P) axial DCE-MR images. The LASSO method was used to select the best radiomic features. Logistic regression was used to establish a radiomic model of each sequence, a joint model of MRI features (M model) combined the radiomic features of all the sequences, and a radiomic-clinical model (M-C model) that integrated the radiomic signatures and clinically independent predictors. The diagnostic performance of each model was evaluated as the area under the receiver operating characteristic (ROC) curve (AUC).

Results: The Child-Turcotte-Pugh (CTP) score and neutrophil-to-lymphocyte ratio (NLR) -platelet-to-lymphocyte ratio (PLR) were found to be independent risk factors that affect the OS of patients with HCC treated with TACE. The AUCs of the FS-T2WI, A, P, M, and M-C models for predicting the OS of HCC patients after TACE treatment were 0.779, 0.803, 0.745, 0.858 and 0.893, respectively, in the training group and 0.635, 0.651, 0.644, 0.778 and 0.803, respectively, in the validation group. The M-C model had the best predictive performance.

Conclusion: Multiparameter MRI-based radiomic features may be helpful for predicting OS after TACE treatment in HCC patients. The inclusion of clinical indicators such as inflammation scores can improve the predictive performance.

目的根据多序列磁共振成像放射学特征和临床变量,建立预测经动脉化疗栓塞术(TACE)后肝细胞癌(HCC)患者总生存期(OS)的模型:回顾性分析了116例首次接受TACE治疗的HCC患者的DCE-MRI和临床数据。将纳入的患者按 7:3 的比例随机分为训练组和验证组。采用单变量和多变量 Cox 比例危险回归模型确定影响 HCC 患者 TACE 后 OS 的独立风险因素。从FS-T2W图像序列以及动脉相(A)和门静脉相(P)轴向DCE-MR图像中提取放射学特征。采用 LASSO 方法选择最佳放射学特征。利用逻辑回归建立了每个序列的放射学模型、结合了所有序列放射学特征的 MRI 特征联合模型(M 模型)以及整合了放射学特征和临床独立预测因素的放射学-临床模型(M-C 模型)。每个模型的诊断性能以接收者操作特征曲线(ROC)下面积(AUC)进行评估:结果发现,Child-Turcotte-Pugh(CTP)评分和中性粒细胞与淋巴细胞比值(NLR)-血小板与淋巴细胞比值(PLR)是影响接受TACE治疗的HCC患者OS的独立风险因素。FS-T2WI、A、P、M和M-C模型预测TACE治疗后HCC患者OS的AUC在训练组分别为0.779、0.803、0.745、0.858和0.893,在验证组分别为0.635、0.651、0.644、0.778和0.803。M-C模型的预测效果最好:结论:基于磁共振成像的多参数放射学特征可能有助于预测HCC患者TACE治疗后的OS。结论:基于磁共振成像的多参数放射学特征有助于预测HCC患者TACE治疗后的OS,纳入炎症评分等临床指标可提高预测效果。
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引用次数: 0
Prognosis of Neoadjuvant HAIC and Lenvatinib Followed by Surgery versus Direct Resection for Resectable or Borderline Resectable Hepatocellular Carcinoma: A Real-World Study. 新辅助 HAIC 和仑伐替尼治疗可切除或边缘可切除肝细胞癌的预后:一项真实世界研究。
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-10-24 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S480852
Yuan Shi, Kai Chen, Xinlin Li, Xiaodong Li, Xu Feng, Xinhua Wu, Shiguai Qi, Zhengrong Shi

Purpose: This research aims to compare the efficacy of neoadjuvant hepatic arterial infusion chemotherapy (HAIC) combined with Lenvatinib (Len) to direct liver resection (LR) in patients with resectable or borderline resectable hepatocellular carcinoma (HCC).

Methods: This retrospective study included 154 patients with hepatocellular carcinoma (HCC) treated at the a large-scale hepatocellular carcinoma Research Center between March 2019 and June 2023. Patients were assigned to one of two groups: 63 received neoadjuvant hepatic arterial infusion chemotherapy (HAIC) combined with Lenvatinib followed by liver resection (HAIC+Len→LR), while 91 received direct liver resection (LR). The primary outcomes assessed were median overall survival (mOS), median progression-free survival (mPFS), median duration of response (mDOR), and adverse events (AEs).

Results: Patients in the HAIC+Len→LR group demonstrated significantly longer median overall survival (mOS) (40.1 months vs 35.9 months, P=0.001) and median progression-free survival (mPFS) (32.8 months vs 23.8 months, P=0.0023) compared to the LR group. Preoperative complete response (CR) to HAIC was associated with better median duration of response (mDOR) and mOS compared to partial response (PR) (not reached vs 28.9 months, P=0.006; 40.0 vs 29.1 months, P=0.037). Subgroup analysis revealed no significant difference in OS or PFS between the HAIC+Len→LR and LR groups in early Barcelona Clinic Liver Cancer (BCLC) stages. However, in late BCLC stages, the HAIC+Len→LR group exhibited significantly improved OS and PFS (HR 0.471, P=0.016; HR 0.551, P=0.022). Treatment-related grade ≥3 adverse events were comparable between the two groups.

Conclusion: For patients with resectable or marginally resectable HCC in the intermediate to advanced stages of BCLC, surgery after neoadjuvant HAIC+Len may offer improved long-term prognosis.

目的:本研究旨在比较新辅助肝动脉灌注化疗(HAIC)联合伦伐替尼(Len)与直接肝切除术(LR)对可切除或边缘可切除肝细胞癌(HCC)患者的疗效:这项回顾性研究纳入了2019年3月至2023年6月期间在大型肝细胞癌研究中心接受治疗的154例肝细胞癌(HCC)患者。患者被分配到两组中的一组:63名患者接受新辅助肝动脉灌注化疗(HAIC)联合伦伐替尼,然后进行肝切除术(HAIC+Len→LR),91名患者接受直接肝切除术(LR)。评估的主要结果包括中位总生存期(mOS)、中位无进展生存期(mPFS)、中位应答持续时间(mDOR)和不良事件(AEs):与LR组相比,HAIC+Len→LR组患者的中位总生存期(mOS)(40.1个月 vs 35.9个月,P=0.001)和中位无进展生存期(mPFS)(32.8个月 vs 23.8个月,P=0.0023)明显更长。与部分反应(PR)相比,对HAIC的术前完全反应(CR)与较好的中位反应持续时间(mDOR)和中位生存期(未达到 vs 28.9个月,P=0.006;40.0 vs 29.1个月,P=0.037)相关。亚组分析显示,在巴塞罗那临床肝癌(BCLC)早期,HAIC+Len→LR组与LR组的OS或PFS无明显差异。然而,在BCLC晚期,HAIC+Len→LR组的OS和PFS显著改善(HR 0.471,P=0.016;HR 0.551,P=0.022)。治疗相关的≥3级不良事件在两组之间不相上下:结论:对于BCLC中晚期可切除或勉强可切除的HCC患者,在新辅助HAIC+Len治疗后进行手术可改善长期预后。
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引用次数: 0
Immune Indicator Changes in Hepatocellular Carcinoma Undergoing TACE Plus ICIs and Anti-VEGF Antibodies/TKIs: A Prognostic Biomarker Analysis. 接受 TACE 加 ICIs 和抗 VEGF 抗体/TKIs 治疗的肝细胞癌的免疫指标变化:预后生物标志物分析。
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-10-22 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S487472
Xiao-Yang Xu, Ze Wang, Chen-You Liu, Hao-Dong Wu, Ze-Xin Hu, Yu-Ying Lin, Shuai Zhang, Jian Shen, Bin-Yan Zhong, Xiao-Li Zhu

Objective: To explore changing trends in circulating immune indicators of hepatocellular carcinoma (HCC) undergoing TACE plus immune checkpoint inhibitors (ICIs) and anti-VEGF antibodies/TKIs and to elucidate the relationship between immune response and tumor prognosis.

Materials: This single-center retrospective study included patients with unresectable HCC undergoing TACE plus ICIs and anti-VEGF antibodies/TKIs from March 11, 2019, to February 15, 2024. Peripheral blood samples were collected at baseline and every cycle, from which blood cell counts and immune indicators were analyzed. The primary outcome was the objective response rate (ORR) at the first evaluation. According to the first evaluation based on mRECIST, patients were classified into PD, SD, and OR groups for analysis. Further subgroup analysis was performed on the OR group based on whether experiencing progression after the first evaluation. Lymphocyte subsets were measured by flow cytometry. Immunoglobulins were measured using the immune turbidimetric method. The neutrophil-to-lymphocyte ratio (NLR) was measured by the complete blood count. Simple linear regression was employed to examine the dynamic trends.

Results: A total of 63 patients were enrolled, with an ORR of 55.6% and a disease control rate (DCR) of 87.3% at the first evaluation. The median overall survival (mOS) was 27.5 months (95% CI: 22.5-32.5 months). In the OR group (n=35), more active immune responses, expressed in a decrease in CD3-CD19+ (p=0.004), CFB (p=0.027), NLR (p<0.001) and an increase in Ig λ (p=0.010), Ig κ (p=0.037), Ig A (p=0.005), Ig G (p=0.006), were related to better prognosis, while similar patterns seen in the OR-nPD subgroup. Concurrently, no significant differences were noted in the PD group (n=8).

Conclusion: The combination therapy may modify the tumor microenvironment of HCC. Changing trends in circulating immune indicators and NLR can serve as potential biomarkers for predicting tumor response and guiding clinical treatment.

目的探讨接受TACE+免疫检查点抑制剂(ICIs)和抗VEGF抗体/TKIs治疗的肝细胞癌(HCC)患者循环免疫指标的变化趋势,并阐明免疫反应与肿瘤预后之间的关系:这项单中心回顾性研究纳入了2019年3月11日至2024年2月15日期间接受TACE+ICIs和抗VEGF抗体/TKIs治疗的不可切除HCC患者。在基线和每个周期采集外周血样本,分析其中的血细胞计数和免疫指标。主要结果是首次评估时的客观反应率(ORR)。根据基于 mRECIST 的首次评估结果,将患者分为 PD 组、SD 组和 OR 组进行分析。根据首次评估后是否出现进展,对OR组进行进一步的亚组分析。淋巴细胞亚群通过流式细胞术进行测量。免疫球蛋白采用免疫比浊法进行测量。中性粒细胞与淋巴细胞比值(NLR)通过全血细胞计数法测量。采用简单线性回归分析动态趋势:共有 63 名患者入组,首次评估时 ORR 为 55.6%,疾病控制率 (DCR) 为 87.3%。中位总生存期(mOS)为27.5个月(95% CI:22.5-32.5个月)。在 OR 组(n=35)中,更活跃的免疫反应(表现为 CD3-CD19+ (p=0.004)、CFB (p=0.027)、NLR (pp=0.010)、Ig κ (p=0.037)、Ig A (p=0.005)、Ig G (p=0.006)的下降)与更好的预后有关,而在 OR-nPD 亚组中也出现了类似的模式。同时,PD 组(n=8)无明显差异:结论:联合治疗可改变 HCC 的肿瘤微环境。循环免疫指标和 NLR 的变化趋势可作为预测肿瘤反应和指导临床治疗的潜在生物标志物。
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引用次数: 0
Transarterial Chemoembolization Combined with Microwave Ablation in Elderly Patients with Recurrent Medium or Large Hepatocellular Carcinoma. 经动脉化疗栓塞联合微波消融治疗复发性中型或大型肝细胞癌老年患者
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-10-22 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S455411
Chuxiao Zhang, Yuelan Qin, Yangguang Song, Yingying Liu, Xiaodong Zhu

Purpose: There are insufficient data about the optimal treatment for older patients with recurring medium or large hepatocellular carcinoma (HCC). The study intended to assess the effect of transcatheter arterial chemoembolization combined with microwave ablation (TACE-MWA) in an elderly cohort through a retrospective analysis.

Methods: From 2011 to 2018, a cohort of individuals (age ≥70 years) with recurrent HCC tumors ranging from 3.1 cm to 7 cm underwent either a combination treatment of TACE and MWA (n = 43) or surgical intervention (n = 33). Using the Inverse Probability of Treatment Weighting (IPTW) technique, factors of disease-free survival (DFS), overall survival (OS), and rates of major adverse events were analyzed, retrospectively.

Results: The group that underwent surgery had a greater history of alcohol use before treatment (P= 0.001), as well as a higher Barcelona Clinic Liver Cancer (BCLC) stage for the primary tumor before treatment (P= 0.014) and a higher primary tumor location before treatment (P= 0.045). The TACE-MWA group had DFS rates of 86.2%, 68.8%, and 60.4% at 1, 3, and 5 years, while the surgery group had rates of 53.0%, 42.2%, and 25.8% at the same time points. In the TACE-MWA treatment group, survival rates at 1 year, 3 years, and 5 years post-treatment were recorded as 93.0%, 80.8%, and 65.7%, respectively, while in the surgery group, they were 62.7%, 46.9%, and 42.6%. In the univariate analysis using IPTW, the type of treatment was found to have a significant correlation with disease progression (hazard ratio [HR] 0.41, 95% CI 0.20-0.86, P=0.017). IPTW multivariate analysis showed that treatment modality (HR, 0.35; 95% CI, 0.17 to 0.79; P= 0.011) was the only significant prognostic factor for OS.

Conclusion: In elderly patients with recurrent 3.1 cm≤ HCC ≤ 7 cm, TACE-WMA was superior to surgery in the respects of DFS and OS.

目的:关于复发的中型或大型肝细胞癌(HCC)老年患者的最佳治疗方法,目前还没有足够的数据。该研究旨在通过回顾性分析评估经导管动脉化疗栓塞联合微波消融术(TACE-MWA)在老年队列中的效果:2011年至2018年,一组复发性HCC肿瘤范围为3.1厘米至7厘米的患者(年龄≥70岁)接受了TACE和MWA联合治疗(43例)或外科干预(33例)。采用逆治疗概率加权(IPTW)技术,对无病生存期(DFS)、总生存期(OS)和主要不良事件发生率等因素进行了回顾性分析:结果:接受手术治疗的患者在治疗前有更多的饮酒史(P= 0.001),治疗前原发肿瘤的巴塞罗那肝癌诊所(BCLC)分期更高(P= 0.014),治疗前原发肿瘤位置更高(P= 0.045)。TACE-MWA组在1年、3年和5年的DFS率分别为86.2%、68.8%和60.4%,而手术组在相同时间点的DFS率分别为53.0%、42.2%和25.8%。在TACE-MWA治疗组中,治疗后1年、3年和5年的生存率分别为93.0%、80.8%和65.7%,而手术组的生存率分别为62.7%、46.9%和42.6%。在使用 IPTW 进行的单变量分析中,发现治疗类型与疾病进展有显著相关性(危险比 [HR] 0.41,95% CI 0.20-0.86,P=0.017)。IPTW多变量分析显示,治疗方式(HR,0.35;95% CI,0.17-0.79;P= 0.011)是OS的唯一重要预后因素:结论:对于复发 3.1 cm≤ HCC ≤ 7 cm 的老年患者,TACE-WMA 在 DFS 和 OS 方面优于手术治疗。
{"title":"Transarterial Chemoembolization Combined with Microwave Ablation in Elderly Patients with Recurrent Medium or Large Hepatocellular Carcinoma.","authors":"Chuxiao Zhang, Yuelan Qin, Yangguang Song, Yingying Liu, Xiaodong Zhu","doi":"10.2147/JHC.S455411","DOIUrl":"10.2147/JHC.S455411","url":null,"abstract":"<p><strong>Purpose: </strong>There are insufficient data about the optimal treatment for older patients with recurring medium or large hepatocellular carcinoma (HCC). The study intended to assess the effect of transcatheter arterial chemoembolization combined with microwave ablation (TACE-MWA) in an elderly cohort through a retrospective analysis.</p><p><strong>Methods: </strong>From 2011 to 2018, a cohort of individuals (age ≥70 years) with recurrent HCC tumors ranging from 3.1 cm to 7 cm underwent either a combination treatment of TACE and MWA (n = 43) or surgical intervention (n = 33). Using the Inverse Probability of Treatment Weighting (IPTW) technique, factors of disease-free survival (DFS), overall survival (OS), and rates of major adverse events were analyzed, retrospectively.</p><p><strong>Results: </strong>The group that underwent surgery had a greater history of alcohol use before treatment (<i>P</i>= 0.001), as well as a higher Barcelona Clinic Liver Cancer (BCLC) stage for the primary tumor before treatment (<i>P</i>= 0.014) and a higher primary tumor location before treatment (<i>P</i>= 0.045). The TACE-MWA group had DFS rates of 86.2%, 68.8%, and 60.4% at 1, 3, and 5 years, while the surgery group had rates of 53.0%, 42.2%, and 25.8% at the same time points. In the TACE-MWA treatment group, survival rates at 1 year, 3 years, and 5 years post-treatment were recorded as 93.0%, 80.8%, and 65.7%, respectively, while in the surgery group, they were 62.7%, 46.9%, and 42.6%. In the univariate analysis using IPTW, the type of treatment was found to have a significant correlation with disease progression (hazard ratio [HR] 0.41, 95% CI 0.20-0.86, <i>P</i>=0.017). IPTW multivariate analysis showed that treatment modality (HR, 0.35; 95% CI, 0.17 to 0.79; <i>P</i>= 0.011) was the only significant prognostic factor for OS.</p><p><strong>Conclusion: </strong>In elderly patients with recurrent 3.1 cm≤ HCC ≤ 7 cm, TACE-WMA was superior to surgery in the respects of DFS and OS.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"2005-2017"},"PeriodicalIF":4.2,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11512534/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501964","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
Prognosis of Patients with Hepatocellular Carcinoma Treated with TACE: A New Score Combining Alpha-Fetoprotein and Des-γ-Carboxy Prothrombin. 接受 TACE 治疗的肝细胞癌患者的预后:结合甲胎蛋白和去γ-羧基凝血酶原的新评分方法
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-10-22 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S481393
Shang-Yu Lu, Han-Yao Sun, Yan Zhou, Xi Luo, Sheng Liu, Wei-Zhong Zhou, Hai-Bin Shi, Wei Yang, Wei Tian

Purpose: Hepatocellular carcinoma (HCC) represents a significant global health problem, requiring precise prognostic tools for optimal treatment stratification. This study aimed to develop a new risk prediction score, called AD score, based on the serum markers alpha-fetoprotein (AFP) and des-γ-carboxy prothrombin (DCP), to offer an objective and accurate preoperative assessment of HCC in patients undergoing transarterial chemoembolization (TACE).

Patients and methods: This was a retrospective study that included 295 HCC patients who were subjected to TACE (training set, n=147; testing set, n=148). Serum AFP and DCP levels were log-transformed to construct the AD score. Multivariate Cox regression analysis on cirrhosis subgroups validated the objectivity of the model. Performance comparison of established models (Child Pugh, BCLC, ALBI, Up-to-seven, Six-and-twelve, Four and seven, HAP score, mHAP-II, FAIL-T score), was assessed through time-dependent receiver operating characteristic (ROC) curves and risk stratification.

Results: The AD score, incorporating lgAFP and lgDCP, demonstrated superior predictive accuracy than the existing models. Time-dependent ROC curve revealed the consistent superiority of the AD score over a 5-year period. The risk stratification into low, intermediate, and high group based on the AD score showed a significant survival difference in both training and testing set.

Conclusion: For HCC patients undergoing TACE, the AD score serves as an objective and straightforward prognostic tool, enhancing predictive accuracy and showcasing its clinical utility. It demonstrates potential significance as a crucial addition to preoperative risk assessment for TACE.

目的:肝细胞癌(HCC)是一个重大的全球健康问题,需要精确的预后工具来进行最佳治疗分层。本研究旨在根据血清标志物甲胎蛋白(AFP)和去γ-羧基凝血酶原(DCP)开发一种新的风险预测评分,称为AD评分,为接受经动脉化疗栓塞术(TACE)的患者提供客观准确的HCC术前评估:这是一项回顾性研究,纳入了295名接受TACE的HCC患者(训练组,147人;测试组,148人)。血清甲胎蛋白(AFP)和二氯丙醇(DCP)水平经对数转换后得出AD评分。肝硬化亚组的多变量 Cox 回归分析验证了模型的客观性。通过时间依赖性接收器操作特征曲线(ROC)和风险分层评估了已建立模型(Child Pugh、BCLC、ALBI、Up-to-7、Six-and-12、Four and Seven、HAP评分、mHAP-II、FAIL-T评分)的性能比较:结果:与现有模型相比,包含 lgAFP 和 lgDCP 的 AD 评分显示出更高的预测准确性。随时间变化的 ROC 曲线显示,AD 评分在 5 年内始终保持优势。根据 AD 评分将风险分层为低、中、高三组,在训练集和测试集中都显示出显著的生存率差异:对于接受 TACE 的 HCC 患者来说,AD 评分是一种客观、直接的预后工具,它提高了预测的准确性,展示了其临床实用性。它作为 TACE 术前风险评估的重要补充具有潜在意义。
{"title":"Prognosis of Patients with Hepatocellular Carcinoma Treated with TACE: A New Score Combining Alpha-Fetoprotein and Des-γ-Carboxy Prothrombin.","authors":"Shang-Yu Lu, Han-Yao Sun, Yan Zhou, Xi Luo, Sheng Liu, Wei-Zhong Zhou, Hai-Bin Shi, Wei Yang, Wei Tian","doi":"10.2147/JHC.S481393","DOIUrl":"10.2147/JHC.S481393","url":null,"abstract":"<p><strong>Purpose: </strong>Hepatocellular carcinoma (HCC) represents a significant global health problem, requiring precise prognostic tools for optimal treatment stratification. This study aimed to develop a new risk prediction score, called AD score, based on the serum markers alpha-fetoprotein (AFP) and des-γ-carboxy prothrombin (DCP), to offer an objective and accurate preoperative assessment of HCC in patients undergoing transarterial chemoembolization (TACE).</p><p><strong>Patients and methods: </strong>This was a retrospective study that included 295 HCC patients who were subjected to TACE (training set, n=147; testing set, n=148). Serum AFP and DCP levels were log-transformed to construct the AD score. Multivariate Cox regression analysis on cirrhosis subgroups validated the objectivity of the model. Performance comparison of established models (Child Pugh, BCLC, ALBI, Up-to-seven, Six-and-twelve, Four and seven, HAP score, mHAP-II, FAIL-T score), was assessed through time-dependent receiver operating characteristic (ROC) curves and risk stratification.</p><p><strong>Results: </strong>The AD score, incorporating lgAFP and lgDCP, demonstrated superior predictive accuracy than the existing models. Time-dependent ROC curve revealed the consistent superiority of the AD score over a 5-year period. The risk stratification into low, intermediate, and high group based on the AD score showed a significant survival difference in both training and testing set.</p><p><strong>Conclusion: </strong>For HCC patients undergoing TACE, the AD score serves as an objective and straightforward prognostic tool, enhancing predictive accuracy and showcasing its clinical utility. It demonstrates potential significance as a crucial addition to preoperative risk assessment for TACE.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"1979-1992"},"PeriodicalIF":4.2,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11512524/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501963","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 of Atezolizumab Plus Bevacizumab Combined with Transarterial Chemoembolization for Unresectable Hepatocellular Carcinoma: A Real-World Study. 阿特珠单抗加贝伐单抗联合经导管化疗栓塞治疗不可切除肝细胞癌的疗效:一项真实世界研究
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-10-21 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S478604
Xiao Shen, Jin-Xing Zhang, Jin Liu, Sheng Liu, Hai-Bin Shi, Yuan Cheng, Qing-Qiao Zhang, Guo-Wen Yin, Qing-Quan Zu

Purpose: Transarterial chemoembolization (TACE), when used in combination with immunotherapy and antiangiogenic therapy, has been shown to have synergistic anticancer effects. The aim of this study was to further assess the efficacy and safety of TACE combined with atezolizumab and bevacizumab in the treatment of unresectable hepatocellular carcinoma (HCC) in the real world.

Methods: Between August 2021 and September 2023, clinical information was collected from consecutive HCC patients who received treatment via TACE-Atezo/Bev at four tertiary institutions. This study evaluated the objective response rate (ORR), overall survival (OS), and progression-free survival (PFS) as outcomes. Predictors for OS and PFS were also analyzed. Treatment-related adverse events (TRAEs) were recorded and assessed.

Results: Ninety-two patients were enrolled in this study, with a median follow-up duration of 14.1 months. The ORRs based on the modified Response Evaluation Criteria in Solid Tumors (RECIST) and RECIST 1.1 criteria were 54.3% and 41.3%, respectively. The median OS and PFS of the patients were 15.9 months [95% confidence interval (CI), 14.5-17.2 months] and 9.1 months (95% CI, 7.4-10.8 months), respectively. Multivariate analyses revealed that the Eastern Cooperative Oncology Group score and neutrophil‒lymphocyte ratio were independent risk factors for OS, whereas tumor size and extrahepatic metastasis were independent risk factors for PFS. Grade 3/4 TRAEs occurred in 16.3% (15/92) of the patients and were controlled conservatively.

Conclusion: The combination of Atezo/Bev with TACE demonstrated acceptable synergistic therapeutic effects and manageable safety profiles in patients with unresectable HCC.

目的:经动脉化疗栓塞术(TACE)与免疫疗法和抗血管生成疗法联合使用已被证明具有协同抗癌作用。本研究旨在进一步评估TACE联合阿特珠单抗和贝伐单抗治疗不可切除肝细胞癌(HCC)的疗效和安全性:在2021年8月至2023年9月期间,收集了在四家三级医院接受TACE-Atezo/Bev治疗的连续HCC患者的临床信息。本研究对客观反应率(ORR)、总生存期(OS)和无进展生存期(PFS)进行了评估。研究还分析了OS和PFS的预测因素。记录并评估了治疗相关不良事件(TRAEs):本研究共纳入 92 例患者,中位随访时间为 14.1 个月。根据改良的实体瘤反应评估标准(RECIST)和RECIST 1.1标准得出的ORR分别为54.3%和41.3%。患者的中位OS和PFS分别为15.9个月[95%置信区间(CI),14.5-17.2个月]和9.1个月(95% CI,7.4-10.8个月)。多变量分析显示,东部合作肿瘤学组评分和中性粒细胞-淋巴细胞比率是OS的独立危险因素,而肿瘤大小和肝外转移则是PFS的独立危险因素。16.3%的患者(15/92)出现了3/4级TRAE,但均得到了保守控制:结论:Atezo/Bev 与 TACE 的联合治疗在不可切除的 HCC 患者中表现出了可接受的协同治疗效果和可控的安全性。
{"title":"Efficacy of Atezolizumab Plus Bevacizumab Combined with Transarterial Chemoembolization for Unresectable Hepatocellular Carcinoma: A Real-World Study.","authors":"Xiao Shen, Jin-Xing Zhang, Jin Liu, Sheng Liu, Hai-Bin Shi, Yuan Cheng, Qing-Qiao Zhang, Guo-Wen Yin, Qing-Quan Zu","doi":"10.2147/JHC.S478604","DOIUrl":"10.2147/JHC.S478604","url":null,"abstract":"<p><strong>Purpose: </strong>Transarterial chemoembolization (TACE), when used in combination with immunotherapy and antiangiogenic therapy, has been shown to have synergistic anticancer effects. The aim of this study was to further assess the efficacy and safety of TACE combined with atezolizumab and bevacizumab in the treatment of unresectable hepatocellular carcinoma (HCC) in the real world.</p><p><strong>Methods: </strong>Between August 2021 and September 2023, clinical information was collected from consecutive HCC patients who received treatment via TACE-Atezo/Bev at four tertiary institutions. This study evaluated the objective response rate (ORR), overall survival (OS), and progression-free survival (PFS) as outcomes. Predictors for OS and PFS were also analyzed. Treatment-related adverse events (TRAEs) were recorded and assessed.</p><p><strong>Results: </strong>Ninety-two patients were enrolled in this study, with a median follow-up duration of 14.1 months. The ORRs based on the modified Response Evaluation Criteria in Solid Tumors (RECIST) and RECIST 1.1 criteria were 54.3% and 41.3%, respectively. The median OS and PFS of the patients were 15.9 months [95% confidence interval (CI), 14.5-17.2 months] and 9.1 months (95% CI, 7.4-10.8 months), respectively. Multivariate analyses revealed that the Eastern Cooperative Oncology Group score and neutrophil‒lymphocyte ratio were independent risk factors for OS, whereas tumor size and extrahepatic metastasis were independent risk factors for PFS. Grade 3/4 TRAEs occurred in 16.3% (15/92) of the patients and were controlled conservatively.</p><p><strong>Conclusion: </strong>The combination of Atezo/Bev with TACE demonstrated acceptable synergistic therapeutic effects and manageable safety profiles in patients with unresectable HCC.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"1993-2003"},"PeriodicalIF":4.2,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11505562/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy and Safety of Hepatic Arterial Infusion Chemotherapy(HAIC) Combined with PD-1 Inhibitors for Advanced Hepatocellular Carcinoma with Macrovascular Invasion: A Multicenter Propensity Score Matching Analysis. 肝动脉灌注化疗(HAIC)联合PD-1抑制剂治疗晚期大血管侵犯肝细胞癌的有效性和安全性:多中心倾向评分匹配分析》。
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S483824
Fengtao Zhang, Sheng Zhong, Qiming Wei, Haiming Zhang, Honglei Hu, Bicheng Zeng, Xiang Zheng

Aim: To investigate the efficacy and safety of HAIC combined with programmed cell death protein-1 (PD1) inhibitors in MVI-positive advanced hepatocellular carcinoma(HCC).

Methods: From September 2017 to May 2019, we retrospectively collected the clinical data from three medical centers in China pertaining to patients diagnosed with BCLC C stage HCC with MVI and receiving treatment with a combination of HAIC and PD-1 inhibitors treatment or HAIC alone, and we compared the efficacy of HAIC combined with PD-1 inhibitors and HAIC monotherapy. Propensity score matching(PSM) was utilized to adjust for baseline differences between groups. Survival outcomes and tumor response rate were used to assess survival benefits, while the incidence of adverse events was used to evaluate safety.

Results: After screening for eligibility, 489 patients diagnosed with HCC and concomitant MVI were enrolled. Of these, 173 patients received treatment combining HAIC with PD-1 inhibitors, while 316 patients underwent HAIC monotherapy. After PSM adjustment, the combination therapy group demonstrate superior survival outcomes. Median overall survival(OS) and progression free survival(PFS) were 31.8 months and 10.8 months, respectively, significantly higher than those in the monotherapy group (OS: 10.0 months; PFS: 6.1 months; both P<0.0001). Moreover, ORR and DCR remained significantly elevated in the combination therapy group (ORR: 44.3% vs 20.4%, P<0.0001; DCR: 89.8% vs 82.0%, P=0.041). Safety profiles indicated no significant differences in adverse event rates between the two treatment groups, encompassing both overall and grade-specific assessments.

Conclusion: Compared to HAIC alone, the combination of HAIC with PD-1 inhibitors represents a more promising and effective approach for patients with HCC complicated by macrovascular invasion.

目的:探讨HAIC联合程序性细胞死亡蛋白-1(PD1)抑制剂治疗MVI阳性晚期肝细胞癌(HCC)的疗效和安全性:2017年9月至2019年5月,我们回顾性收集了国内3家医疗中心确诊为BCLC C期HCC伴MVI患者接受HAIC联合PD-1抑制剂治疗或单用HAIC治疗的临床数据,比较了HAIC联合PD-1抑制剂与HAIC单药治疗的疗效。我们采用倾向评分匹配法(PSM)来调整组间基线差异。生存结果和肿瘤反应率用于评估生存获益,不良反应发生率用于评估安全性:经过资格筛选,489 名确诊为 HCC 并伴有 MVI 的患者入选。其中173名患者接受了HAIC与PD-1抑制剂联合治疗,316名患者接受了HAIC单药治疗。经PSM调整后,联合治疗组的生存率更高。中位总生存期(OS)和无进展生存期(PFS)分别为31.8个月和10.8个月,明显高于单药治疗组(OS:10.0个月;PFS:6.1个月;均为PConclusion):与单用HAIC相比,HAIC与PD-1抑制剂联合治疗并发大血管侵犯的HCC患者是一种更有前景、更有效的方法。
{"title":"Efficacy and Safety of Hepatic Arterial Infusion Chemotherapy(HAIC) Combined with PD-1 Inhibitors for Advanced Hepatocellular Carcinoma with Macrovascular Invasion: A Multicenter Propensity Score Matching Analysis.","authors":"Fengtao Zhang, Sheng Zhong, Qiming Wei, Haiming Zhang, Honglei Hu, Bicheng Zeng, Xiang Zheng","doi":"10.2147/JHC.S483824","DOIUrl":"10.2147/JHC.S483824","url":null,"abstract":"<p><strong>Aim: </strong>To investigate the efficacy and safety of HAIC combined with programmed cell death protein-1 (PD1) inhibitors in MVI-positive advanced hepatocellular carcinoma(HCC).</p><p><strong>Methods: </strong>From September 2017 to May 2019, we retrospectively collected the clinical data from three medical centers in China pertaining to patients diagnosed with BCLC C stage HCC with MVI and receiving treatment with a combination of HAIC and PD-1 inhibitors treatment or HAIC alone, and we compared the efficacy of HAIC combined with PD-1 inhibitors and HAIC monotherapy. Propensity score matching(PSM) was utilized to adjust for baseline differences between groups. Survival outcomes and tumor response rate were used to assess survival benefits, while the incidence of adverse events was used to evaluate safety.</p><p><strong>Results: </strong>After screening for eligibility, 489 patients diagnosed with HCC and concomitant MVI were enrolled. Of these, 173 patients received treatment combining HAIC with PD-1 inhibitors, while 316 patients underwent HAIC monotherapy. After PSM adjustment, the combination therapy group demonstrate superior survival outcomes. Median overall survival(OS) and progression free survival(PFS) were 31.8 months and 10.8 months, respectively, significantly higher than those in the monotherapy group (OS: 10.0 months; PFS: 6.1 months; both P<0.0001). Moreover, ORR and DCR remained significantly elevated in the combination therapy group (ORR: 44.3% vs 20.4%, P<0.0001; DCR: 89.8% vs 82.0%, P=0.041). Safety profiles indicated no significant differences in adverse event rates between the two treatment groups, encompassing both overall and grade-specific assessments.</p><p><strong>Conclusion: </strong>Compared to HAIC alone, the combination of HAIC with PD-1 inhibitors represents a more promising and effective approach for patients with HCC complicated by macrovascular invasion.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"1961-1978"},"PeriodicalIF":4.2,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11491080/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467428","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
Incomplete Thermal Ablation-Induced FOXP4-Mediated Promotion of Malignant Progression in Liver Cancer via NDST2. 不完全热消融诱导的 FOXP4 通过 NDST2 促进肝癌恶性进展
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-10-14 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S476612
Weijun Wan, Yunjing Pan, Jinshu Pang, Xiumei Bai, Lipeng Li, Tong Kang, Jiamin Chen, Rong Wen, Dongyue Wen, Hong Yang, Yun He

Purpose: The explosive progression of residual hepatocellular carcinoma (HCC) following incomplete thermal ablation is challenging, and the underlying mechanisms require further exploration. We investigated the mechanism by which Forkhead box P4 (FOXP4) promotes the malignant transformation of residual HCC cells through N-deacetylase and N-sulfotransferase 2 (NDST2) after incomplete thermal ablation.

Methods: The clinical significance of FOXP4 and NDST2 in HCC was evaluated using big data analysis. FOXP4 expression was detected in clinical samples of HCC. The gene expression levels in an in vitro heat-stressed HCC cell model were determined using quantitative real-time PCR (RT-qPCR) and Western blotting. The effects of the genes on heat-stressed HCC cells were investigated using Cell Counting Kit-8 (CCK-8), scratch, Transwell migration, and invasion assays. Additionally, the regulatory relationship between FOXP4 and NDST2 was validated using the Cleavage Under Targets and Tagmentation (CUT&Tag) experiments and phenotypic assays.

Results: High FOXP4 expression was correlated with liver cancer occurrence and development. In the heat-stressed HCC cell model, downregulating FOXP4 inhibited cancer cell progression. Besides, there was a positive association between FOXP4 and NDST2 in liver cancer. Suppressing FOXP4 reduced NDST2 expression in the heat-stressed HCC cells. Furthermore, reducing NDST2 expression weakened the biological behavior of heat-stressed HCC cells.

Conclusion: FOXP4 and NDST2 are crucial in the incomplete thermal ablation of residual cancer. FOXP4 might regulate the biological progression of residual HCC after incomplete thermal ablation through NDST2.

目的:不完全热消融后残留肝细胞癌(HCC)的爆发性进展具有挑战性,其潜在机制需要进一步探索。我们研究了不完全热消融后叉头框P4(FOXP4)通过N-去乙酰化酶和N-磺基转移酶2(NDST2)促进残留HCC细胞恶性转化的机制:方法:利用大数据分析评估了FOXP4和NDST2在HCC中的临床意义。在 HCC 临床样本中检测了 FOXP4 的表达。使用实时定量 PCR(RT-qPCR)和 Western 印迹法测定了体外热应激 HCC 细胞模型中的基因表达水平。使用细胞计数试剂盒-8(CCK-8)、划痕、Transwell 迁移和侵袭试验研究了这些基因对热应激 HCC 细胞的影响。此外,还利用靶标下裂解和标记(CUT&Tag)实验和表型实验验证了 FOXP4 和 NDST2 之间的调控关系:结果:FOXP4的高表达与肝癌的发生和发展相关。在热应激 HCC 细胞模型中,下调 FOXP4 可抑制癌细胞进展。此外,肝癌中的 FOXP4 与 NDST2 呈正相关。抑制 FOXP4 可降低 NDST2 在热应激 HCC 细胞中的表达。此外,降低 NDST2 的表达会削弱热应激 HCC 细胞的生物学行为:结论:FOXP4和NDST2在残余癌细胞的不完全热消融中至关重要。结论:FOXP4 和 NDST2 在不完全热消融残留癌中至关重要,FOXP4 可能通过 NDST2 调节不完全热消融后残留 HCC 的生物学进展。
{"title":"Incomplete Thermal Ablation-Induced FOXP4-Mediated Promotion of Malignant Progression in Liver Cancer via NDST2.","authors":"Weijun Wan, Yunjing Pan, Jinshu Pang, Xiumei Bai, Lipeng Li, Tong Kang, Jiamin Chen, Rong Wen, Dongyue Wen, Hong Yang, Yun He","doi":"10.2147/JHC.S476612","DOIUrl":"10.2147/JHC.S476612","url":null,"abstract":"<p><strong>Purpose: </strong>The explosive progression of residual hepatocellular carcinoma (HCC) following incomplete thermal ablation is challenging, and the underlying mechanisms require further exploration. We investigated the mechanism by which Forkhead box P4 (FOXP4) promotes the malignant transformation of residual HCC cells through N-deacetylase and N-sulfotransferase 2 (NDST2) after incomplete thermal ablation.</p><p><strong>Methods: </strong>The clinical significance of FOXP4 and NDST2 in HCC was evaluated using big data analysis. FOXP4 expression was detected in clinical samples of HCC. The gene expression levels in an in vitro heat-stressed HCC cell model were determined using quantitative real-time PCR (RT-qPCR) and Western blotting. The effects of the genes on heat-stressed HCC cells were investigated using Cell Counting Kit-8 (CCK-8), scratch, Transwell migration, and invasion assays. Additionally, the regulatory relationship between FOXP4 and NDST2 was validated using the Cleavage Under Targets and Tagmentation (CUT&Tag) experiments and phenotypic assays.</p><p><strong>Results: </strong>High FOXP4 expression was correlated with liver cancer occurrence and development. In the heat-stressed HCC cell model, downregulating FOXP4 inhibited cancer cell progression. Besides, there was a positive association between FOXP4 and NDST2 in liver cancer. Suppressing FOXP4 reduced NDST2 expression in the heat-stressed HCC cells. Furthermore, reducing NDST2 expression weakened the biological behavior of heat-stressed HCC cells.</p><p><strong>Conclusion: </strong>FOXP4 and NDST2 are crucial in the incomplete thermal ablation of residual cancer. FOXP4 might regulate the biological progression of residual HCC after incomplete thermal ablation through NDST2.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"1945-1959"},"PeriodicalIF":4.2,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11488511/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467429","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
Tumor Growth Pattern and Intra- and Peritumoral Radiomics Combined for Prediction of Initial TACE Outcome in Patients with Primary Hepatocellular Carcinoma. 结合肿瘤生长模式和瘤内及瘤周放射组学预测原发性肝细胞癌患者的初始 TACE 结果
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-10-09 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S480554
Jiaying Li, Minhui Zhou, Yahan Tong, Haibo Chen, Ruisi Su, Yinghui Tao, Guodong Zhang, Zhichao Sun

Purpose: Non-invasive methods are urgently needed to assess the efficacy of transarterial chemoembolization (TACE) and to identify patients with hepatocellular carcinoma (HCC) who may benefit from this procedure. This study, therefore, aimed to investigate the predictive ability of tumor growth patterns and radiomics features from contrast-enhanced magnetic resonance imaging (CE-MRI) in predicting tumor response to TACE among patients with HCC.

Patients and methods: A retrospective study was conducted on 133 patients with HCC who underwent TACE at three centers between January 2015 and April 2023. Enrolled patients were divided into training, testing, and validation cohorts. Rim arterial phase hyperenhancement (Rim APHE), tumor growth patterns, nonperipheral washout, markedly low apparent diffusion coefficient (ADC) value, intratumoral arteries, and clinical baseline features were documented for all patients. Radiomics features were extracted from the intratumoral and peritumoral regions across the three phases of CE-MRI. Seven prediction models were developed, and their performances were evaluated using receiver operating characteristic (ROC) and decision curve analysis (DCA).

Results: Tumor growth patterns and albumin-bilirubin (ALBI) score were significantly correlated with tumor response. Tumor growth patterns also showed a positive correlation with tumor burden (r = 0.634, P = 0.000). The Peritumor (AUC = 0.85, 0.71, and 0.77), Clinics_Peritumor (AUC = 0.86, 0.77, and 0.81), and Tumor_Peritumor (AUC = 0.87, 0.77, and 0.80) models significantly outperformed the Clinics and Tumor models (P < 0.05), while the Clinics_Tumor_Peritumor model (AUC = 0.88, 0.81, and 0.81) outperformed the Clinics (AUC = 0.67, 0.77, and 0.75), Tumor (AUC = 0.78, 0.72, and 0.68), and Clinics_Tumor (AUC = 0.82, 0.83, and 0.78) models (P < 0.05 or 0.053, respectively). The DCA curve demonstrated better predictive performance within a specific threshold probability range for Clinics_Tumor_Peritumor.

Conclusion: Combining tumor growth patterns, intra- and peri-tumoral radiomics features, and ALBI score could be a robust tool for non-invasive and personalized prediction of treatment response to TACE in patients with HCC.

目的:评估经动脉化疗栓塞术(TACE)的疗效以及识别可能从该手术中获益的肝细胞癌(HCC)患者急需无创方法。因此,本研究旨在探讨对比增强磁共振成像(CE-MRI)的肿瘤生长模式和放射组学特征在预测HCC患者对TACE的肿瘤反应方面的预测能力:对2015年1月至2023年4月期间在三个中心接受TACE治疗的133名HCC患者进行了回顾性研究。入组患者被分为训练组、测试组和验证组。所有患者的边缘动脉期高增强(Rim APHE)、肿瘤生长模式、非外周冲刷、明显偏低的表观弥散系数(ADC)值、瘤内动脉和临床基线特征均有记录。从CE-MRI三个阶段的瘤内和瘤周区域提取放射组学特征。建立了七个预测模型,并使用接收器操作特征(ROC)和决策曲线分析(DCA)对其性能进行了评估:结果:肿瘤生长模式和白蛋白胆红素(ALBI)评分与肿瘤反应显著相关。肿瘤生长模式与肿瘤负荷也呈正相关(r = 0.634,P = 0.000)。肿瘤周围(AUC = 0.85、0.71 和 0.77)、Clinics_Peritumor(AUC = 0.86、0.77 和 0.81)和 Tumor_Peritumor(AUC = 0.87、0.77 和 0.80)模型的表现明显优于 Clinics 和 Tumor 模型(P < 0.05),而 Clinics_Tumor_Peritumor 模型(AUC = 0.88、0.81 和 0.81)则优于 Clinics(AUC = 0.67、0.77 和 0.75)、Tumor(AUC = 0.78、0.72 和 0.68)和 Clinics_Tumor(AUC = 0.82、0.83 和 0.78)模型(P < 0.05 或 0.053)。DCA曲线在特定阈值概率范围内对Clinics_Tumor_Peritumor具有更好的预测性能:结论:结合肿瘤生长模式、瘤内和瘤周放射组学特征以及 ALBI 评分,可以成为无创和个性化预测 HCC 患者对 TACE 治疗反应的有力工具。
{"title":"Tumor Growth Pattern and Intra- and Peritumoral Radiomics Combined for Prediction of Initial TACE Outcome in Patients with Primary Hepatocellular Carcinoma.","authors":"Jiaying Li, Minhui Zhou, Yahan Tong, Haibo Chen, Ruisi Su, Yinghui Tao, Guodong Zhang, Zhichao Sun","doi":"10.2147/JHC.S480554","DOIUrl":"https://doi.org/10.2147/JHC.S480554","url":null,"abstract":"<p><strong>Purpose: </strong>Non-invasive methods are urgently needed to assess the efficacy of transarterial chemoembolization (TACE) and to identify patients with hepatocellular carcinoma (HCC) who may benefit from this procedure. This study, therefore, aimed to investigate the predictive ability of tumor growth patterns and radiomics features from contrast-enhanced magnetic resonance imaging (CE-MRI) in predicting tumor response to TACE among patients with HCC.</p><p><strong>Patients and methods: </strong>A retrospective study was conducted on 133 patients with HCC who underwent TACE at three centers between January 2015 and April 2023. Enrolled patients were divided into training, testing, and validation cohorts. Rim arterial phase hyperenhancement (Rim APHE), tumor growth patterns, nonperipheral washout, markedly low apparent diffusion coefficient (ADC) value, intratumoral arteries, and clinical baseline features were documented for all patients. Radiomics features were extracted from the intratumoral and peritumoral regions across the three phases of CE-MRI. Seven prediction models were developed, and their performances were evaluated using receiver operating characteristic (ROC) and decision curve analysis (DCA).</p><p><strong>Results: </strong>Tumor growth patterns and albumin-bilirubin (ALBI) score were significantly correlated with tumor response. Tumor growth patterns also showed a positive correlation with tumor burden (r = 0.634, P = 0.000). The Peritumor (AUC = 0.85, 0.71, and 0.77), Clinics_Peritumor (AUC = 0.86, 0.77, and 0.81), and Tumor_Peritumor (AUC = 0.87, 0.77, and 0.80) models significantly outperformed the Clinics and Tumor models (P < 0.05), while the Clinics_Tumor_Peritumor model (AUC = 0.88, 0.81, and 0.81) outperformed the Clinics (AUC = 0.67, 0.77, and 0.75), Tumor (AUC = 0.78, 0.72, and 0.68), and Clinics_Tumor (AUC = 0.82, 0.83, and 0.78) models (P < 0.05 or 0.053, respectively). The DCA curve demonstrated better predictive performance within a specific threshold probability range for Clinics_Tumor_Peritumor.</p><p><strong>Conclusion: </strong>Combining tumor growth patterns, intra- and peri-tumoral radiomics features, and ALBI score could be a robust tool for non-invasive and personalized prediction of treatment response to TACE in patients with HCC.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"1927-1944"},"PeriodicalIF":4.2,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11471153/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Gluconeogenesis-Related Genes Model for Predicting Prognosis, Tumor Microenvironment Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma. 用于预测肝细胞癌预后、肿瘤微环境浸润和药物敏感性的糖元生成相关基因模型
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2024-10-05 eCollection Date: 2024-01-01 DOI: 10.2147/JHC.S483664
Xilong Tang, Jianjin Xue, Jie Zhang, Jiajia Zhou

Background: Hepatocellular carcinoma (HCC) is a prevalent malignancy within the digestive system, known for its poor prognosis. Gluconeogenesis, a critical metabolic pathway, is responsible for the synthesis of glucose in the normal liver. This study aimed to examine the role of gluconeogenesis-related genes (GRGs) in HCC and evaluate their impact on the tumor microenvironment infiltration and drug sensitivity in HCC.

Methods: We retrieved gene expression and clinical pathological data of HCC from The Cancer Genome Atlas (TCGA) database. This dataset was utilized to develop a prognosis model. The data from The International Cancer Genome Consortium (ICGC) served as an independent validation cohort. A least absolute shrinkage and selection operator (LASSO) regression analysis was applied to a curated panel of GRGs to construct and validate the predictive model. Furthermore, unsupervised consensus clustering, based on the expression levels of GRGs, categorized HCC patients into distinct subgroups.

Results: A four-gene prognostic model, referred to as GRGs, has been successfully developed with high accuracy and stability for the prediction of HCC patient prognosis. This model enables the stratification of patients into high or low risk groups based on individual risk scores, revealing significant differences in immune infiltration patterns and anti-tumor drug responses. Unsupervised consensus clustering analysis delineated four distinct subgroups of patients, each characterized by a unique prognosis and tumor immune microenvironment (TIME).

Conclusion: This study is the first to develop a prognostic model incorporating 4-GRGs that effectively predicts the prognosis, tumor microenvironment infiltration, and drug sensitivity in HCC patients. The model based on 4 GRGs may contribute to predict the prognosis, immunotherapy and chemotherapy response of HCC patients.

背景:肝细胞癌(HCC)是消化系统中一种常见的恶性肿瘤,以预后不良而闻名。糖元生成是一条重要的代谢途径,负责在正常肝脏中合成葡萄糖。本研究旨在探讨糖元生成相关基因(GRGs)在 HCC 中的作用,并评估其对 HCC 中肿瘤微环境浸润和药物敏感性的影响:我们从癌症基因组图谱(TCGA)数据库中检索了HCC的基因表达和临床病理数据。我们利用该数据集建立了一个预后模型。国际癌症基因组联盟(ICGC)的数据作为独立验证队列。我们将最小绝对收缩和选择算子(LASSO)回归分析应用于经过策划的GRGs面板,以构建和验证预测模型。此外,基于GRGs表达水平的无监督共识聚类将HCC患者分为不同的亚组:结果:我们成功建立了一个四基因预后模型(简称 GRGs),该模型在预测 HCC 患者预后方面具有较高的准确性和稳定性。该模型可根据个体风险评分将患者分为高风险组和低风险组,揭示了免疫浸润模式和抗肿瘤药物反应的显著差异。无监督共识聚类分析划分出四个不同的患者亚组,每个亚组都有独特的预后和肿瘤免疫微环境(TIME):本研究首次建立了一个包含 4 个 GRGs 的预后模型,该模型能有效预测 HCC 患者的预后、肿瘤微环境浸润和药物敏感性。基于4个GRGs的模型可能有助于预测HCC患者的预后、免疫治疗和化疗反应。
{"title":"A Gluconeogenesis-Related Genes Model for Predicting Prognosis, Tumor Microenvironment Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma.","authors":"Xilong Tang, Jianjin Xue, Jie Zhang, Jiajia Zhou","doi":"10.2147/JHC.S483664","DOIUrl":"10.2147/JHC.S483664","url":null,"abstract":"<p><strong>Background: </strong>Hepatocellular carcinoma (HCC) is a prevalent malignancy within the digestive system, known for its poor prognosis. Gluconeogenesis, a critical metabolic pathway, is responsible for the synthesis of glucose in the normal liver. This study aimed to examine the role of gluconeogenesis-related genes (GRGs) in HCC and evaluate their impact on the tumor microenvironment infiltration and drug sensitivity in HCC.</p><p><strong>Methods: </strong>We retrieved gene expression and clinical pathological data of HCC from The Cancer Genome Atlas (TCGA) database. This dataset was utilized to develop a prognosis model. The data from The International Cancer Genome Consortium (ICGC) served as an independent validation cohort. A least absolute shrinkage and selection operator (LASSO) regression analysis was applied to a curated panel of GRGs to construct and validate the predictive model. Furthermore, unsupervised consensus clustering, based on the expression levels of GRGs, categorized HCC patients into distinct subgroups.</p><p><strong>Results: </strong>A four-gene prognostic model, referred to as GRGs, has been successfully developed with high accuracy and stability for the prediction of HCC patient prognosis. This model enables the stratification of patients into high or low risk groups based on individual risk scores, revealing significant differences in immune infiltration patterns and anti-tumor drug responses. Unsupervised consensus clustering analysis delineated four distinct subgroups of patients, each characterized by a unique prognosis and tumor immune microenvironment (TIME).</p><p><strong>Conclusion: </strong>This study is the first to develop a prognostic model incorporating 4-GRGs that effectively predicts the prognosis, tumor microenvironment infiltration, and drug sensitivity in HCC patients. The model based on 4 GRGs may contribute to predict the prognosis, immunotherapy and chemotherapy response of HCC patients.</p>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":"11 ","pages":"1907-1926"},"PeriodicalIF":4.2,"publicationDate":"2024-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11463187/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142391044","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
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Journal of Hepatocellular Carcinoma
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