hepatocellular

肝细胞
  • 文章类型: Journal Article
    奥沙利铂目前用于肝细胞癌患者的化疗,但随着时间的推移,它对肿瘤的耐受性增加限制了它的临床应用。研究表明,PD-L1高表达促进M2巨噬细胞的极化。M2巨噬细胞浸润增加,包括HCC中的那些,与各种实体瘤的不良预后呈正相关。我们发现奥沙利铂促进肝癌细胞PD-L1的表达,这可能部分归因于肿瘤对奥沙利铂的耐受性。因此,在这项研究中,我们通过免疫印迹法探讨了携带siRNA-PD-L1的减毒沙门氏菌联合奥沙利铂的抗肿瘤作用,免疫组织化学,免疫荧光,和流式细胞术。结果表明,减毒沙门氏菌携带siRNA-PD-L1联合奥沙利铂更显著地抑制荷瘤小鼠的肿瘤生长,抑制PD-L1在肿瘤组织中的表达,增加肿瘤细胞的凋亡和肿瘤相关蛋白cleaved-caspase3的表达,并增加肿瘤组织中M1巨噬细胞和T淋巴细胞的浸润。此外,联合疗法增加了小鼠脾脏中T细胞的活化以及T淋巴细胞和NK细胞的数量,并改善了小鼠的整体抗肿瘤免疫反应。我们的研究结果证实,携带siRNA-PD-L1的减毒沙门氏菌联合奥沙利铂具有显著的抗肿瘤作用,并且没有增加毒副作用的发生率。为解决奥沙利铂治疗肝癌的耐受性提供理论参考。
    Oxaliplatin is currently used for chemotherapy in patients with hepatocellular carcinoma, but its increasing tolerance to tumours over time limits its clinical application. Studies have shown that high PD-L1 expression promotes the polarization of M2 macrophages. The increased infiltration of M2 macrophages, including those in HCC, is positively correlated with poor prognosis in various solid tumours. We found that oxaliplatin promoted the expression of PD-L1 in liver cancer cells, which might be attributed partly to the tolerance of tumours to oxaliplatin. Therefore, in this study, we explored the antitumour effect of attenuated Salmonella carrying siRNA-PD-L1 combined with oxaliplatin via Western blotting, immunohistochemistry, immunofluorescence, and flow cytometry. The results revealed that attenuated Salmonella carrying siRNA-PD-L1 combined with oxaliplatin more significantly inhibited tumour growth in tumour-bearing mice, suppressed the expression of PD-L1 in tumour tissue, increased the apoptosis of tumour cells and the expression of the tumour-related protein cleaved-caspase3, and increased the infiltration of M1 macrophages and T lymphocytes in tumour tissues. Moreover, the combination therapy increased the activation of T cells and the number of T lymphocytes and NK cells in the spleens of the mice and improved the overall antitumour immune response in the mice. Our results confirmed that attenuated Salmonella harbouring siRNA-PD-L1 combined with oxaliplatin had a significant antitumour effect and did not increase the incidence of toxic side effects, providing a theoretical reference for addressing oxaliplatin tolerance in the treatment of hepatocellular carcinoma.
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  • 文章类型: Journal Article
    背景:开发和验证基于Gd-EOB-DTPA增强MRI的列线图模型,用于区分肝细胞癌(HCC)和局灶性结节增生(FNH),在肝胆阶段(HBP)显示等强度或高强度。
    方法:共有75例49例HCC和26例FNHs患者随机分为一个训练组(n=52:34HCC;18FNH)和一个内部验证组(n=23:15HCC;8FNH)。共有37名患者(n=37:25HCC;12FNH)作为外部测试队列。比较了训练队列中HCC和FNH组之间的临床和影像学特征。有统计学意义的参数被纳入FAE软件,并使用多元逻辑回归分类器识别独立预测因子并建立列线图模型。采用受试者工作特征(ROC)曲线评价模型的预测能力,而校准曲线和决策曲线用于模型验证。亚分析用于比较HCC和FNH组之间慢性肝炎和肝硬化患者的定性和定量特征。
    结果:在培训队列中,性别,年龄,动脉期增强率(AP),局灶性摄取缺陷是HBP显示等强度或高强度的HCC的重要预测因子.在训练组中,曲线下面积(AUC),列线图模型的敏感性和特异性分别为0.989(95CI:0.967-1.000),97.1%和94.4%。在内部验证队列中,以上三项指标为0.917(95CI:0.782-1.000),93.3%和87.5%。在外部测试队列中,以上三项指标为0.960(95CI:0.905-1.000),84.0%和100.0%。亚分析结果表明,年龄是HCC和FNH组之间慢性肝炎和肝硬化患者的独立预测因素。
    结论:Gd-EOB-DTPA增强MRI列线图模型可用于区分手术前HBP显示等强度或高强度的HCC和FNH。
    BACKGROUND: To develop and validate a nomogram model based on Gd-EOB-DTPA enhanced MRI for differentiation between hepatocellular carcinoma (HCC) and focal nodular hyperplasia (FNH) showing iso- or hyperintensity in the hepatobiliary phase (HBP).
    METHODS: A total of 75 patients with 49 HCCs and 26 FNHs randomly divided into a training cohort (n = 52: 34 HCC; 18 FNH) and an internal validation cohort (n = 23: 15 HCC; 8 FNH). A total of 37 patients (n = 37: 25 HCC; 12 FNH) acted as an external test cohort. The clinical and imaging characteristics between HCC and FNH groups in the training cohort were compared. The statistically significant parameters were included into the FAE software, and a multivariate logistic regression classifier was used to identify independent predictors and establish a nomogram model. Receiver operating characteristic (ROC) curves were used to evaluate the prediction ability of the model, while the calibration and decision curves were used for model validation. Subanalysis was used to compare qualitative and quantitative characteristics of patients with chronic hepatitis and cirrhosis between the HCC and FNH groups.
    RESULTS: In the training cohort, gender, age, enhancement rate in the arterial phase (AP), focal defects in uptake were significant predictors for HCC showing iso- or hyperintensity in the HBP. In the training cohort, area under the curve (AUC), sensitivity and specificity of the nomogram model were 0.989(95%CI: 0.967-1.000), 97.1% and 94.4%. In the internal validation cohort, the above three indicators were 0.917(95%CI: 0.782-1.000), 93.3% and 87.5%. In the external test cohort, the above three indicators were 0.960(95%CI: 0.905-1.000), 84.0% and 100.0%. The results of subanalysis showed that age was the independent predictor in the patients with chronic hepatitis and cirrhosis between HCC and FNH groups.
    CONCLUSIONS: Gd-EOB-DTPA enhanced MRI nomogram model may be useful for discriminating HCC and FNH showing iso- or hyperintensity in the HBP before surgery.
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  • 文章类型: Journal Article
    评估早期肝细胞癌(HCC)诊断的侵袭性生物学仍然具有挑战性。甲胎蛋白(AFP)是侵袭性HCC的唯一临床生物标志物。在这项研究中,法新社,眼透镜凝集素反应性AFP(AFP-L3),在移植评估和第一周期肝定向治疗(LDT)之前,在诊断时测量des-γ-羧基凝血酶原(DCP)。
    前瞻性队列包括207名患者,他们在2016年至2022年之间接受LDT作为移植或最终治疗计划的桥梁/下行阶段。血浆AFP,在诊断时测量AFP-L3和DCP水平,并与其他与治疗反应和进展时间相关的因素进行分析。
    生物标志物表型显示41%为三阴性,30%表达多种生物标志物,12%表达所有3种生物标志物。生物标志物谱与目标/总反应率和进展时间相关(P<.001)。分析非移植候选人的分层1年进展风险,在控制肿瘤负荷和分期的多变量分析中,由AFP和DCP的共表达驱动。
    诊断时的生物标志物小组确定了LDT反应和分层1年HCC进展风险的预后。法新社,AFP-L3和DCP分析在诊断时分离出侵袭性HCC生物学,可能对LDT后监测和移植等待时间具有重要意义。
    UNASSIGNED: Assessing aggressive biology at early-stage hepatocellular carcinoma (HCC) diagnosis remains challenging. Alpha-fetoprotein (AFP) is the only clinical biomarker of aggressive HCC. In this study, AFP, Lens culinaris agglutinin-reactive AFP (AFP-L3), and des-γ-carboxy prothrombin (DCP) were measured at diagnosis prior to transplant evaluation and first cycle liver-directed therapy (LDT).
    UNASSIGNED: The prospective cohort included 207 patients who received LDT as a bridge/downstage to transplant or definitive treatment plan between 2016 and 2022. Plasma AFP, AFP-L3, and DCP levels were measured at diagnosis and analyzed with other factors associated with treatment response and time-to-progression.
    UNASSIGNED: Biomarker phenotyping revealed 41% were triple negative, 30% expressed multiple biomarkers, and 12% express all 3 biomarkers. The biomarker profile was associated with target/overall response rate and time-to-progression (P < .001). Profiling stratified 1-year progression risk in nontransplant candidates, driven by coexpression of AFP and DCP in multivariate analysis controlling for tumor burden and staging.
    UNASSIGNED: The biomarker panel at diagnosis established prognosis for LDT response and stratified 1-year HCC progression risk. AFP, AFP-L3, and DCP profiling isolated aggressive HCC biology at diagnosis and may have important implications in post-LDT surveillance and transplant wait time.
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  • 文章类型: Journal Article
    肝细胞腺瘤(HCA)的非侵入性亚型对于几种亚型仍然具有挑战性,从而承担不同程度的风险和管理。本研究的目的是设计一种基于基本临床特征(年龄和性别)并结合MRI影像组学的多变量诊断模型,并评估其诊断性能。
    这项单中心回顾性病例对照研究包括了2003年1月至2018年4月在我们机构的病理数据库中确定的所有连续HCA患者,并进行了MRI检查(T2,T1-无注射/注射-动脉-门静脉);在腺瘤中手动描绘了感兴趣的体积,并提取了38个纹理特征(LIFEx,v5.10).定性(即,MRI视觉)和自动(计算机辅助)分析进行了比较。使用交叉验证的随机森林算法评估基于基本临床特征(年龄和性别)结合MRI影像组学(肿瘤体积和纹理特征)的多变量诊断模型的预后评分。
    通过视觉MR分析,HCA亚组可以以80.8%的平衡准确率进行分类(I-HCA或β-I-HCA,两者无法区分),81.8%(H-HCA)和74.4%(sh-HCA或β-HCA也无法区分)。使用包含年龄的模型,性别,体积和纹理变量,预测HCA亚组(多变量分类),平均平衡准确率为58.6%,最佳=73.8%(sh-HCA)和71.9%(β-HCA)。I-HCA和β-I-HCA也可以区分(二元分类),平衡准确率为73%。
    可以使用包括两个临床特征的机器学习算法来改善多种HCA亚型。即,年龄和性别,结合MRI-影像组学。未来招募更多患者的HCA研究将进一步测试该模型的有效性。
    UNASSIGNED: Non-invasive subtyping of hepatocellular adenomas (HCA) remains challenging for several subtypes, thus carrying different levels of risks and management. The goal of this study is to devise a multivariable diagnostic model based on basic clinical features (age and sex) combined with MRI-radiomics and to evaluate its diagnostic performance.
    UNASSIGNED: This single-center retrospective case-control study included all consecutive patients with HCA identified within the pathological database from our institution from January 2003 to April 2018 with MRI examination (T2, T1-no injection/injection-arterial-portal); volumes of interest were manually delineated in adenomas and 38 textural features were extracted (LIFEx, v5.10). Qualitative (i.e., visual on MRI) and automatic (computer-assisted) analysis were compared. The prognostic scores of a multivariable diagnostic model based on basic clinical features (age and sex) combined with MRI-radiomics (tumor volume and texture features) were assessed using a cross-validated Random Forest algorithm.
    UNASSIGNED: Via visual MR-analysis, HCA subgroups could be classified with balanced accuracies of 80.8 % (I-HCA or ß-I-HCA, the two being indistinguishable), 81.8 % (H-HCA) and 74.4 % (sh-HCA or ß-HCA also indistinguishable). Using a model including age, sex, volume and texture variables, HCA subgroups were predicted (multivariate classification) with an averaged balanced accuracy of 58.6 %, best=73.8 % (sh-HCA) and 71.9 % (ß-HCA). I-HCA and ß-I-HCA could be also distinguished (binary classification) with a balanced accuracy of 73 %.
    UNASSIGNED: Multiple HCA subtyping could be improved using machine-learning algorithms including two clinical features, i.e., age and sex, combined with MRI-radiomics. Future HCA studies enrolling more patients will further test the validity of the model.
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  • 文章类型: Journal Article
    目的:原发性肝细胞癌(HCC)是一个巨大的全球健康挑战。HCC的早期诊断对于改善患者预后至关重要。这项研究的目的是评估使用11C-乙酸盐和[18F]-氟脱氧葡萄糖(FDG)检测原发性HCC的PET/CT的定性和定量诊断性能,并确定是否将11C-乙酸盐添加到[18F]-FDG缓解指南中提到的低灵敏度。
    方法:协议已在https://osf.io/2vcb9预先注册。我们搜索了PubMed,WebofScience,Embase,和Cochrane图书馆进行纳入研究。诊断准确性研究2的质量评估用于评估偏倚的风险。探索了统计异质性的可能来源。此外,评估了上述三种PET/CT检查在区分HCC和鉴别诊断方面的诊断性能。推荐等级,评估,发展,评估用于评估产生的证据的质量。
    结果:分析了24项研究。定性双示踪剂PET/CT显示每个病灶的敏感性为92.0%,与常规CT的直接敏感性差显著高于30%,44.7%至[18F]-FDG,和12.0%至11C-乙酸盐。关于分化率,在低分化病变中,[18F]-FDG优于11C-乙酸酯,而在高分化病变中,11C-乙酸酯优于11C-乙酸酯。关于尺寸,双示踪剂组合解决了1-2cm和2-5cm组HCC病变的高缺失率,但不能帮助大小<1cm。
    结论:使用11C-乙酸盐和[18F]-FDG的双示踪剂PET/CT代表了检测原发性HCC的灵敏方法。通过同时定量或鉴定11C-乙酸盐和[18F]-FDG的摄取,这种多模式方法可以精确定位肝内病变.
    OBJECTIVE: Primary hepatocellular carcinoma (HCC) represents a substantial global health challenge. Early diagnosis of HCC is crucial for improved patient outcomes. The aim of this study was to assess qualitative and quantitative diagnostic performance of PET/CT using 11C-acetate and [18F]-fluorodeoxyglucose (FDG) in detection of primary HCC and to determine if 11C-acetate added to [18F]-FDG alleviates the low sensitivity rate mentioned in guidelines.
    METHODS: Protocol was pre-registered at https://osf.io/2vcb9 . We searched PubMed, Web of Science, Embase, and the Cochrane Library for included studies. Quality Assessment of Diagnostic Accuracy Studies 2 was used to assess the risk of bias. Possible sources of statistical heterogeneity were explored. Additionally, mentioned three PET/CT tests were evaluated for their diagnostic performance in differentiating HCC from its differential diagnoses. Grades of Recommendation, Assessment, Development, and Evaluation was used to assess quality of generated evidence.
    RESULTS: Twenty-four studies were analyzed. Qualitative dual-tracer PET/CT demonstrated 92.0% per-lesion sensitivity, and a significantly higher direct sensitivity difference of 30% to conventional CT, 44.7% to [18F]-FDG, and 12.0% to 11C-acetate. Regarding differentiation rate, [18F]-FDG was superior to 11C-acetate in poorly differentiated lesions while 11C-acetate was superior in well-differentiated lesions. Regarding size, dual tracer combination solved the high missing rate of HCC lesions in 1-2 cm and 2-5 cm groups but could not help in size < 1 cm.
    CONCLUSIONS: Dual-tracer PET/CT utilizing 11C-acetate and [18F]-FDG represents a sensitive method for detecting primary HCC. By concurrently quantifying or qualifying the uptake of 11C-acetate and [18F]-FDG, this multimodal approach enables precise localization of intrahepatic lesions.
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  • 文章类型: Case Reports
    晚期肝细胞癌(HCC)患者在失代偿期肝硬化的情况下治疗选择有限。HCC发生在丙型肝炎病毒(HCV)感染和肝硬化患者中,每年1-4%。在存在HCC的情况下,直接作用抗病毒(DAA)功效降低。我们提出了一个免疫治疗可能导致HCV清除的案例,当DAA治疗无效时。我们假设针对PD-1/PD-L1途径的免疫检查点抑制剂可以逆转T细胞耗竭并有助于清除慢性HCV。
    本案例研究描述了一名40多岁的男性,该男性通过HCV的重新参与计划确定,一直不知道他的诊断。在进一步的调查中,他被发现已经补偿了肝硬化和肝癌。他接受了HCVDAA治疗(sofosbuvir/velpatasvir),然后用阿特珠单抗和贝伐单抗对HCC进行全身免疫疗法,试图降低疾病的风险。丙型肝炎治疗没有达到持续的病毒学应答,治疗结束后病毒复发。这个,加上持续的酒精使用,导致肝功能失代偿和免疫疗法在第五周期后停止。HCVRNA随后在没有进一步DAA再处理的情况下变得不可检测。
    据我们所知,这是DAA复发后的首例HCV清除病例,免疫治疗后发生这一事件的时间提示存在因果关系.我们假设这可能是由于抗病毒T细胞耗竭的逆转。因此,这将支持对产生与免疫抑制微环境相关的肿瘤的其他慢性病毒感染的进一步研究。
    UNASSIGNED: Patients with advanced hepatocellular carcinoma (HCC) have limited treatment options in the context of decompensated cirrhosis. HCC occurs in patients with hepatitis C virus (HCV) infection and cirrhosis at 1-4% per year. Direct-acting antiviral (DAA) efficacy is decreased in the presence of HCC. We present a case where immunotherapy may have resulted in HCV clearance, when DAA therapy had been ineffective. We hypothesise that immune checkpoint inhibitors targeting the PD-1/PD-L1 pathway can reverse T-cell exhaustion and aid in the clearance of chronic HCV.
    UNASSIGNED: This case study describes a male in his 40 s identified by a re-engagement initiative for HCV, who had been unaware of his diagnosis. On further investigation he was found to have compensated for liver cirrhosis and HCC. He was treated with HCV DAA therapy (sofosbuvir/velpatasvir) and then systemic immunotherapy for HCC with atezolizumab and bevacizumab, in an attempt to downstage the disease. Hepatitis C therapy did not achieve sustained virological response, with viral relapse after the end of treatment. This, combined with ongoing alcohol use, resulted in hepatic decompensation and cessation of immunotherapy after the fifth cycle. The HCV RNA subsequently became undetectable without further DAA re-treatment.
    UNASSIGNED: To our knowledge, this is the first case of HCV clearance after DAA relapse and the timing of this event after immunotherapy suggests a causal link. We hypothesise that this may be due to the reversal of antiviral T-cell exhaustion. This would therefore support further investigation into other chronic viral infections that create tumour associated with immunosuppressive microenvironments.
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  • 文章类型: Journal Article
    蛇咬伤在世界上许多热带和亚热带国家是一个被忽视的公共卫生问题。每年约有540万例蛇咬伤,导致每年180万到270万例毒液。据报道,在实验动物中注射毒液后3-6小时,肝脏标志物会升高。本研究旨在生化评估ALT,AST和GGT水平作为咬伤后6小时在JUTH综合健康中心Zamko出现的蛇咬伤受害者的Echisocellatus毒液的生物标志物,并与被无毒蛇咬伤的值进行比较。
    该研究是一项比较横断面研究,其中血清AST水平,比较研究组和对照组的ALT和GGT。
    在150名受访者中,每个研究组75人,男性90人(60.0%),女性60人(40.0%),男女比例为1.5:1。最主要的年龄组是20-29岁57(38.0%),平均年龄是39岁。最主要的职业是农业82(54.7%)。大多数82人(54.7%)具有中等教育水平。91(60.7%)已婚。123(82.0)的绝大多数人将基督教作为他们的宗教。我们发现,与AST(25.88IU/L)相比,研究组的AST(47.45IU/L)和GGT(61.62IU/L)水平显着增加,对照组的GGT(29.61IU/L)在p<0.05时,而两组的ALT水平在p>0.05时相似。
    这意味着AST和GGT的血清水平可用于诊断蛇咬伤患者的毒液。
    UNASSIGNED: Snake bite is a neglected public health issue in many tropical and subtropical countries of the world. About 5.4 million snakebites occur each year, resulting in 1.8 to 2.7 million cases of envenomation yearly. Hepatic markers have been reported to rise 3-6 hours after injection of venom in experimental animals. This study aims to biochemically assess ALT, AST and GGT levels as biomarkers of Echis ocellatus envenomation in victims of snake bite presenting at JUTH Comprehensive Health Centre Zamko 6hours post-bite and compare with values in those bitten by non-venomous snakes.
    UNASSIGNED: The study was a comparative cross-sectional study where serum levels of AST, ALT and GGT were compared between the study group and the control group.
    UNASSIGNED: Of the 150 respondents, 75 from each study group, 90(60.0%) were Male while 60(40.0%) were Female, with a Male to Female ratio of 1.5:1. The most predominant age group was 20-29 years 57(38.0%), the mean age was 39 years. The most predominant occupation was farming 82(54.7%). The majority 82(54.7%) had a secondary level of education. 91(60.7%) were married. A large majority of 123(82.0) had Christianity as their religion. We found a significant increase in the levels of AST (47.45IU/L) and GGT (61.62 IU/L) in the study group compared to AST (25.88IU/L), GGT (29.61IU/L) in the control group at p<0.05, while the level of ALT was similar in both groups at p>0.05.
    UNASSIGNED: This implies that serum levels of AST and GGT can be used to diagnose envenomation in snakebite patients.
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  • 文章类型: Journal Article
    UNASSIGNED: To compare conventional transarterial chemoembolization (cTACE) and drug-eluting bead TACE (DEB-TACE) in terms of efficacy, survival, and adverse effects in patients with hepatocellular carcinoma who are not candidates for curative therapy.
    UNASSIGNED: This was a retrospective study of patients with hepatocellular carcinoma who underwent cTACE or DEB-TACE for palliative treatment between January 2009 and December 2021. The Kaplan-Meier method was used for survival analysis. Values of p < 0.05 were considered statistically significant.
    UNASSIGNED: We evaluated 268 patients, of whom 70 underwent DEB-TACE and 198 underwent cTACE. There was no significant difference between the groups regarding sex, age, or etiology of cirrhosis. The proportion of patients achieving a complete response on imaging examinations was higher in the cTACE group (31.8% vs. 16.1%), whereas that of patients achieving a partial response was higher in the DEB-TACE group (33.9% vs.19.7%), and the differences were significant (p = 0.014). The mortality rate was similar between the groups. The survival rate in the DEB-TACE and cTACE groups, respectively, was 87.0% and 87.9% at one year, 35.1% and 32.9% at three years, and 20.5% and 18.1% at five years (p = 0.661). There was no significant difference between the DEB-TACE and cTACE groups in terms of the frequency of adverse events (7.1% vs. 17.8%; p = 0.052). The most common complication in both groups was post-embolization syndrome.
    UNASSIGNED: Although a complete response was more common among the patients who underwent cTACE, there was no difference in survival between the groups and the frequency of adverse events was similar.
    UNASSIGNED: Comparar a eficácia, sobrevida e efeitos adversos entre cTACE e DEB-TACE em pacientes com carcinoma hepatocelular não candidatos a terapia curativa.
    UNASSIGNED: Estudo retrospectivo de pacientes com carcinoma hepatocelular submetidos a cTACE ou DEB-TACE para tratamento paliativo entre janeiro de 2009 e dezembro de 2021. Foi utilizado o método Kaplan-Meier para análise de sobrevida. Valor de p < 0,05 foi considerado estatisticamente significante.
    UNASSIGNED: Foram avaliados 268 pacientes, dos quais 70 foram submetidos a DEB-TACE e 198 foram submetidos a cTACE. Não houve diferença em relação ao sexo, idade e etiologia da cirrose. O grupo cTACE apresentou maior porcentual de resposta completa em exames de imagem (31,8% vs. 16,1%) e o grupo DEB-TACE apresentou maior porcentual de resposta parcial (33,9% vs.19,7%), com valor de p = 0,014. A mortalidade foi semelhante. As taxas de sobrevivência para os grupos DEB-TACE e cTACE foram 87,0% e 87,9% em um ano, 35,1% e 32,9% em três anos e 20,5% e 18,1% em cinco anos, respectivamente (p = 0,661). Em relação à frequência de eventos adversos, não houve diferença significativa entre os grupos (7,1% na DEB-TACE vs. 17,8% na cTACE; p = 0,052). A complicação mais comum, em ambos os grupos, foi a síndrome pós-embolização.
    UNASSIGNED: Embora tenha sido observada maior frequência de resposta completa em pacientes submetidos a cTACE, não houve diferença na sobrevida dos pacientes entre os grupos. A taxa de eventos adversos também foi semelhante.
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  • 文章类型: Journal Article
    开发基于对比增强磁共振成像(MRI)数据的深度学习模型,以预测肝细胞癌(HCC)患者的术后总生存期(OS)。
    这项双中心回顾性研究包括564例经手术切除的HCC患者,并将其分为训练(326),测试(143),和外部验证(95)队列。本研究使用三维卷积神经网络(3D-CNN)ResNet从预处理MR图像(T1WIPre,晚期动脉期,和门静脉期)并获得深度学习评分(DL评分)。使用DL评分(3D-CNN模型)分别建立三个cox回归模型,临床特征(临床模型),以及上述的组合(组合模型)。一致性指数(C指数)用于评估模型性能。
    我们训练了3D-CNN模型以从样本中获得DL得分。3D-CNN模型在预测训练5年操作系统中的C指数,测试,和外部验证队列分别为0.746、0.714和0.698,高于临床模型,分别为0.675、0.674和0.631(分别为P=0.009、P=0.204和P=0.092)。测试和外部验证队列的组合模型的C指数分别为0.750和0.723,显著高于临床模型(P=0.017,P=0.016)和3D-CNN模型(P=0.029,P=0.036)。
    结合DL评分和临床因素的联合模型显示出比临床和3D-CNN模型更高的预测价值,并且可能在指导临床治疗决策以改善患者预后方面更有用肝癌。
    UNASSIGNED: To develop a deep learning model based on contrast-enhanced magnetic resonance imaging (MRI) data to predict post-surgical overall survival (OS) in patients with hepatocellular carcinoma (HCC).
    UNASSIGNED: This bi-center retrospective study included 564 surgically resected patients with HCC and divided them into training (326), testing (143), and external validation (95) cohorts. This study used a three-dimensional convolutional neural network (3D-CNN) ResNet to learn features from the pretreatment MR images (T1WIpre, late arterial phase, and portal venous phase) and got the deep learning score (DL score). Three cox regression models were established separately using the DL score (3D-CNN model), clinical features (clinical model), and a combination of above (combined model). The concordance index (C-index) was used to evaluate model performance.
    UNASSIGNED: We trained a 3D-CNN model to get DL score from samples. The C-index of the 3D-CNN model in predicting 5-year OS for the training, testing, and external validation cohorts were 0.746, 0.714, and 0.698, respectively, and were higher than those of the clinical model, which were 0.675, 0.674, and 0.631, respectively (P = 0.009, P = 0.204, and P = 0.092, respectively). The C-index of the combined model for testing and external validation cohorts was 0.750 and 0.723, respectively, significantly higher than the clinical model (P = 0.017, P = 0.016) and the 3D-CNN model (P = 0.029, P = 0.036).
    UNASSIGNED: The combined model integrating the DL score and clinical factors showed a higher predictive value than the clinical and 3D-CNN models and may be more useful in guiding clinical treatment decisions to improve the prognosis of patients with HCC.
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  • 文章类型: Case Reports
    纤维层癌是一种罕见的肝脏肿瘤,大多数病例出现在40岁以下的人群中。我们介绍了一系列病例,包括5例组织学证实为纤维板层癌的患者,这些患者以肝脏切除术为主要治疗方法。在其他健康患者中,诊断的中位年龄为24岁,临床表现无特异性。甲胎蛋白水平变化很大。患者有经典影像学检查,宏观,和微观发现。我们的大多数患者接受了半肝切除术,第一年后有60%复发。
    Fibrolamellar carcinoma is a rare liver tumor, with most cases arising in people younger than 40 years of age. We present a case series of five patients with histological confirmation of fibrolamellar carcinoma who had liver resection as the primary treatment. The median age of diagnosis was 24 years with nonspecific clinical manifestations in otherwise healthy patients. Alpha-fetoprotein levels were widely variable. Patients had classical imaging, macroscopic, and microscopic findings. Most of our patients underwent a hemihepatectomy and 60% recurred after the first year.
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