ccRCC, Clear cell renal cell carcinoma

  • 文章类型: Journal Article
    UNASSIGNED:开发基于放射组学和基因组学的模型,以预测局部透明细胞肾细胞癌(ccRCC)的组织病理学核分级,并评估宏观放射组学模型是否可以预测微观病理变化。
    未经评估:在这项多机构回顾性研究中,建立了用于核等级预测的计算机断层扫描(CT)放射学模型。利用基因组学分析队列,鉴定了核等级相关基因模块,并基于前30个hubmRNA构建基因模型来预测核等级。使用放射学发展队列,hub基因丰富了生物学途径,并创建了放射性基因组学图谱。
    UNASSIGNED:基于四特征的SVM模型预测核等级,在验证集中曲线下面积(AUC)为0.94,而在基因组学分析队列中,基于5个基因的模型预测了AUC为0.73的核级别。总共五个基因模块被鉴定为与核等级相关。放射学特征仅与五个基因模块和八个前30个中心基因中的603个基因中的271个相关。与放射学特征相关和不相关的富集途径存在差异,在mRNA模型中与五个基因标记的两个基因相关。
    UNASSIGNED:CT影像组学模型显示出比mRNA模型更高的预测性能。放射学特征和与核等级相关的mRNA之间的关联并不普遍。
    UNASSIGNED: To develop models based on radiomics and genomics for predicting the histopathologic nuclear grade with localized clear cell renal cell carcinoma (ccRCC) and to assess whether macro-radiomics models can predict the microscopic pathological changes.
    UNASSIGNED: In this multi-institutional retrospective study, a computerized tomography (CT) radiomic model for nuclear grade prediction was developed. Utilizing a genomics analysis cohort, nuclear grade-associated gene modules were identified, and a gene model was constructed based on top 30 hub mRNA to predict the nuclear grade. Using a radiogenomic development cohort, biological pathways were enriched by hub genes and a radiogenomic map was created.
    UNASSIGNED: The four-features-based SVM model predicted nuclear grade with an area under the curve (AUC) score of 0.94 in validation sets, while a five-gene-based model predicted nuclear grade with an AUC of 0.73 in the genomics analysis cohort. A total of five gene modules were identified to be associated with the nuclear grade. Radiomic features were only associated with 271 out of 603 genes in five gene modules and eight top 30 hub genes. Differences existed in the enrichment pathway between associated and un-associated with radiomic features, which were associated with two genes of five-gene signatures in the mRNA model.
    UNASSIGNED: The CT radiomics models exhibited higher predictive performance than mRNA models. The association between radiomic features and mRNA related to nuclear grade is not universal.
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  • 文章类型: Journal Article
    哺乳动物雷帕霉素靶蛋白(mTOR)在许多癌症的侵袭性和治疗抗性中起重要作用。靶向mTOR继续在癌症治疗的临床研究中。尽管mTOR抑制剂在延长包括转移性肾细胞癌(RCC)在内的某些恶性肿瘤患者的总生存期方面取得了显著的临床成功,mTOR抑制剂对癌症的总体影响通常令人失望,并归因于各种代偿性反应.在这里,我们提供了第一个报告,Notch配体Jagged-1(JAG1)的表达,这与RCC的侵略性有关,由几种mTOR(雷帕霉素(Rap),BEZ235,KU-0063794)在人透明细胞RCC(ccRCC)细胞中。使用PI3K的分子和化学抑制剂,Akt,和TGF-β信号,我们提供的证据表明,mTOR抑制剂在ccRCC细胞中诱导JAG1表达依赖于Akt的激活,并通过ALK5激酶/Smad4依赖性机制发生.此外,我们显示mTOR抑制剂激活Notch1并诱导上皮-间质转化驱动因子的表达,特别是Hic-5和Slug。用选择性shRNA沉默JAG1阻断KU-0063794和Rap在ccRCC细胞中诱导Hic-5的能力。此外,Rap增强TGF-β诱导的Hic-5和Slug的表达,两者在JAG1沉默的ccRCC细胞中均被抑制。沉默JAG1选择性降低用Rap或TGF-β1处理的ccRCC细胞的运动性。此外,用γ-分泌酶抑制剂抑制Notch信号增强或允许mTOR抑制剂抑制ccRCC细胞的运动。我们建议靶向JAG1可能增强ccRCC中mTOR抑制剂的治疗反应。
    The mammalian target of rapamycin (mTOR) plays an important role in the aggressiveness and therapeutic resistance of many cancers. Targeting mTOR continues to be under clinical investigation for cancer therapy. Despite the notable clinical success of mTOR inhibitors in extending the overall survival of patients with certain malignancies including metastatic renal cell carcinomas (RCCs), the overall impact of mTOR inhibitors on cancers has been generally disappointing and attributed to various compensatory responses. Here we provide the first report that expression of the Notch ligand Jagged-1 (JAG1), which is associated with aggressiveness of RCCs, is induced by several inhibitors of mTOR (rapamycin (Rap), BEZ235, KU-0063794) in human clear cell RCC (ccRCC) cells. Using both molecular and chemical inhibitors of PI3K, Akt, and TGF-β signaling, we provide evidence that the induction of JAG1 expression by mTOR inhibitors in ccRCC cells depends on the activation of Akt and occurs through an ALK5 kinase/Smad4-dependent mechanism. Furthermore, we show that mTOR inhibitors activate Notch1 and induce the expression of drivers of epithelial-mesenchymal transition, notably Hic-5 and Slug. Silencing JAG1 with selective shRNAs blocked the ability of KU-0063794 and Rap to induce Hic-5 in ccRCC cells. Moreover, Rap enhanced TGF-β-induced expression of Hic-5 and Slug, both of which were repressed in JAG1-silenced ccRCC cells. Silencing JAG1 selectively decreased the motility of ccRCC cells treated with Rap or TGF-β1. Moreover, inhibition of Notch signaling with γ-secretase inhibitors enhanced or permitted mTOR inhibitors to suppress the motility of ccRCC cells. We suggest targeting JAG1 may enhance therapeutic responses to mTOR inhibitors in ccRCCs.
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  • 文章类型: Journal Article
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  • 文章类型: Case Reports
    Crossed fused renal ectopia (CFRE) is a rare congenital renal abnormality. It is usually diagnosed incidentally by imaging. Herein we report a 53-year-old patient with renal cell carcinoma of CFRE. He was successfully treated with an open partial nephrectomy and was discharged without any complications. Furthermore, we review similar cases of CFRE to identify the clinical features and surgical technique.
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  • 文章类型: Journal Article
    环状RNA(circularRNAs,circRNAs)是一类非常令人感兴趣的保守单链RNA分子,其通过前体mRNA反向剪接衍生自外显子或内含子序列。与典型的线性RNA不同,circRNAs形成共价闭合,连续的稳定环,没有5'端盖和3'末端聚(A)尾部,因此对外切核酸酶消化有抗性。大多数circRNAs是高度丰富的,并在不同物种中保守,具有组织或发育阶段特异性表达。circRNAs已被证明作为microRNA海绵发挥重要作用,基因剪接和转录的调节因子,RNA结合蛋白海绵和蛋白/肽翻译。新的证据表明,circRNAs在各种人类疾病中起作用,特别是癌症,并可能作为癌症治疗更好的预测生物标志物和治疗靶点。考虑到它们潜在的临床相关性,circRNAs已成为肿瘤病理领域新的研究热点。在本研究中,目前对生物发生的理解,特点,数据库,研究方法,生物学功能亚细胞分布,表观遗传调控,讨论了circRNAs的细胞外运输和降解。特别是,首先总结了circRNA研究中涉及的多个数据库和方法,以及确定circRNAs在肿瘤生长中潜在作用的最新进展,移民和入侵,这使得circRNAs更好的预测生物标志物,被描述。此外,提出了circRNAs在癌症患者管理中的临床应用的未来观点,这可以为将来的circRNAs提供新的见解。
    Circular RNAs (circRNAs) are a very interesting class of conserved single-stranded RNA molecules derived from exonic or intronic sequences by precursor mRNA back-splicing. Unlike canonical linear RNAs, circRNAs form covalently closed, continuous stable loops without a 5\'end cap and 3\'end poly(A) tail, and therefore are resistant to exonuclease digestion. The majority of circRNAs are highly abundant, and conserved across different species with a tissue or developmental-stage-specific expression. circRNAs have been shown to play important roles as microRNA sponges, regulators of gene splicing and transcription, RNA-binding protein sponges and protein/peptide translators. Emerging evidence reveals that circRNAs function in various human diseases, particularly cancers, and may function as better predictive biomarkers and therapeutic targets for cancer treatment. In consideration of their potential clinical relevance, circRNAs have become a new research hotspot in the field of tumor pathology. In the present study, the current understanding of the biogenesis, characteristics, databases, research methods, biological functions subcellular distribution, epigenetic regulation, extracellular transport and degradation of circRNAs was discussed. In particular, the multiple databases and methods involved in circRNA research were first summarized, and the recent advances in determining the potential roles of circRNAs in tumor growth, migration and invasion, which render circRNAs better predictive biomarkers, were described. Furthermore, future perspectives for the clinical application of circRNAs in the management of patients with cancer were proposed, which could provide new insights into circRNAs in the future.
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  • 文章类型: Journal Article
    Some early-stage clear cell renal cell carcinomas (ccRCCs) of ≤7 cm are associated with a poor clinical outcome. In this study, we investigated molecular biomarkers associated with aggressive clinical T1 stage ccRCCs of ≤7 cm, which were used to develop a risk prediction tool toward guiding the decision of treatment. Among 1069 nephrectomies performed for ccRCC of ≤7 cm conducted between January 2008 and December 2014, 177 cases with available formalin-fixed paraffin-embedded tissue were evaluated. An aggressive tumor was defined as a tumor exhibiting synchronous metastasis, recurrence, or leading to cancer-specific death. Expression levels of six genes (FOXC2, CLIP4, PBRM1, BAP1, SETD2, and KDM5C) were measured by reverse-transcription polymerase chain reaction (qRT-PCR) and their relation to clinical outcomes was investigated. Immunohistochemistry was performed to validate the expression profiles of selected genes significantly associated with clinical outcomes in multivariate analysis. Using these genes, we developed a prediction model of aggressive ccRCC based on logistic regression and deep-learning methods. FOXC2, PBRM1, and BAP1 expression levels were significantly lower in aggressive ccRCC than non-aggressive ccRCC both in univariate and multivariate analysis. The immunohistochemistry result demonstrated the significant downregulation of FOXC2, PBRM1, and BAP1 expression in aggressive ccRCC. Adding immunohistochemical staining results to qRT-PCR, the aggressive ccRCC prediction models had the area under the curve (AUC) of 0.760 and 0.796 and accuracy of 0.759 and 0.852 using the logistic regression method and deep-learning method, respectively. Use of these biomarkers and the developed prediction model can help stratify patients with clinical T1 stage ccRCC.
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  • 文章类型: Journal Article
    人透明细胞肾细胞癌(ccRCC)是成人恶性肾脏肿瘤中最常见的类型之一。我们构建了一个加权基因共表达网络来识别与ccRCC临床特征相关的基因模块(n=97)。六个hub基因(CCNB2,CDC20,CEP55,KIF20A,TOP2A和UBE2C)在共表达和蛋白质-蛋白质相互作用(PPI)网络中得到鉴定,与病理分期高度相关。ccRCC中hub基因表达的重要性在所有癌症中排名前4位,并与不良预后相关。功能分析显示,hub基因在细胞周期调控和细胞分裂中显著富集。基因集富集分析表明hub基因高表达的样本与细胞周期和p53信号通路相关。一起来看,六个hub基因被鉴定为与ccRCC的进展和预后相关,它们可能通过调节p53信号通路导致预后不良。
    Human clear cell renal cell carcinoma (ccRCC) is one of the most common types of malignant adult kidney tumors. We constructed a weighted gene co-expression network to identify gene modules associated with clinical features of ccRCC (n = 97). Six hub genes (CCNB2, CDC20, CEP55, KIF20A, TOP2A and UBE2C) were identified in both co-expression and protein-protein interaction (PPI) networks, which were highly correlated with pathologic stage. The significance of expression of the hub genes in ccRCC was ranked top 4 among all cancers and correlated with poor prognosis. Functional analysis revealed that the hub genes were significantly enriched in cell cycle regulation and cell division. Gene set enrichment analysis suggested that the samples with highly expressed hub gene were correlated with cell cycle and p53 signaling pathway. Taken together, six hub genes were identified to be associated with progression and prognosis of ccRCC, and they might lead to poor prognosis by regulating p53 signaling pathway.
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  • 文章类型: Journal Article
    透明细胞肾细胞癌(ccRCC)是最常见和最具侵袭性的肾细胞癌(RCC)形式。近年来RCC的发病率稳步上升。肾细胞癌的发病机制仍然知之甚少。许多肿瘤抑制基因,致癌基因,需要揭示ccRCC中的通路失调,以改善该疾病的整体临床前景。这里,我们开发了一种系统生物学方法来优先考虑导致ccRCC通路失调的体细胞突变基因。该方法整合了多层信息以推断致病突变和疾病基因。首先,我们通过偶联转录组和蛋白质-蛋白质相互作用鉴定了ccRCC中的差异基因模块。这些模块中的每一个都由参与类似生物过程的相互作用基因组成,它们的组合表达改变与疾病类型显着相关。然后,随后的基于基因模块的eQTL分析揭示了驱动差异基因模块表达改变的体细胞突变基因。我们的研究得出了一系列候选疾病基因,包括一些已知的ccRCC致病基因,如BAP1和PBRM1,以及新基因,如NOD2,RRM1,CSRNP1,SLC4A2,TTLL1和CNTN1。我们的研究揭示的差异基因模块及其驱动基因为理解疾病的分子机制提供了新的视角。此外,我们在独立ccRCC患者数据集中验证了结果.我们的研究为优先考虑疾病基因和通路提供了一种新的方法。
    Clear cell renal cell carcinoma (ccRCC) is the most common and most aggressive form of renal cell cancer (RCC). The incidence of RCC has increased steadily in recent years. The pathogenesis of renal cell cancer remains poorly understood. Many of the tumor suppressor genes, oncogenes, and dysregulated pathways in ccRCC need to be revealed for improvement of the overall clinical outlook of the disease. Here, we developed a systems biology approach to prioritize the somatic mutated genes that lead to dysregulation of pathways in ccRCC. The method integrated multi-layer information to infer causative mutations and disease genes. First, we identified differential gene modules in ccRCC by coupling transcriptome and protein-protein interactions. Each of these modules consisted of interacting genes that were involved in similar biological processes and their combined expression alterations were significantly associated with disease type. Then, subsequent gene module-based eQTL analysis revealed somatic mutated genes that had driven the expression alterations of differential gene modules. Our study yielded a list of candidate disease genes, including several known ccRCC causative genes such as BAP1 and PBRM1, as well as novel genes such as NOD2, RRM1, CSRNP1, SLC4A2, TTLL1 and CNTN1. The differential gene modules and their driver genes revealed by our study provided a new perspective for understanding the molecular mechanisms underlying the disease. Moreover, we validated the results in independent ccRCC patient datasets. Our study provided a new method for prioritizing disease genes and pathways.
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  • 文章类型: Journal Article
    树突状细胞(DC)基本上有助于先天性和适应性免疫的诱导和调节。基于这些重要的性质,DCs可深刻影响患者的肿瘤进展。然而,关于不同的人DC亚群在原发性肿瘤中的作用及其对临床结局的影响知之甚少.在本研究中,我们研究了透明细胞肾细胞癌(ccRCC)中人6-磺基LacNAc(slan)DC的特征。已显示slanDC显示出各种针对肿瘤的特性,并积聚在患者的肿瘤引流淋巴结中。当评估263个ccRCC和227个无肿瘤组织样本时,我们发现与无瘤组织相比,ccRCC组织中的slanDCs频率增加。在ccRCC患者的24个转移性淋巴结和67个远处转移中的大多数也可检测到slanDC。值得注意的是,较高密度的slanDCs与无进展减少显著相关,ccRCC患者的肿瘤特异性或总体生存率。肿瘤浸润的slanDC表现出表达白介素10的未成熟表型。ccRCC细胞有效地损害slanDC诱导的T细胞增殖和编程以及自然杀伤(NK)细胞活化。总之,这些发现表明ccRCC组织中较高的slanDC数量与不良预后相关。在slanDC中诱导致耐受性表型,导致先天性和适应性抗肿瘤免疫的激活不足,可能代表了ccRCC的一种新型免疫逃逸机制。这些观察结果可能对利用DC针对ccRCC的肿瘤定向功能特性的治疗策略的设计具有影响。
    Dendritic cells (DCs) essentially contribute to the induction and regulation of innate and adaptive immunity. Based on these important properties, DCs may profoundly influence tumor progression in patients. However, little is known about the role of distinct human DC subsets in primary tumors and their impact on clinical outcome. In the present study, we investigated the characteristics of human 6-sulfo LacNAc (slan) DCs in clear cell renal cell carcinoma (ccRCC). slanDCs have been shown to display various tumor-directed properties and to accumulate in tumor-draining lymph nodes from patients. When evaluating 263 ccRCC and 227 tumor-free tissue samples, we found increased frequencies of slanDCs in ccRCC tissues compared to tumor-free tissues. slanDCs were also detectable in the majority of 24 metastatic lymph nodes and 67 distant metastases from ccRCC patients. Remarkably, a higher density of slanDCs was significantly associated with a reduced progression-free, tumor-specific or overall survival of ccRCC patients. Tumor-infiltrating slanDCs displayed an immature phenotype expressing interleukin-10. ccRCC cells efficiently impaired slanDC-induced T-cell proliferation and programming as well as natural killer (NK) cell activation. In conclusion, these findings indicate that higher slanDC numbers in ccRCC tissues are associated with poor prognosis. The induction of a tolerogenic phenotype in slanDCs leading to an insufficient activation of innate and adaptive antitumor immunity may represent a novel immune escape mechanism of ccRCC. These observations may have implications for the design of therapeutic strategies that harness tumor-directed functional properties of DCs against ccRCC.
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  • 文章类型: Journal Article
    尽管通过最近引入靶向药物如多激酶抑制剂在晚期肾癌的治疗方面取得了重大改善,这种疾病的长期获益仍然有限,且仍有大量未满足的医疗需求.通过在一小部分患者中诱导持久的反应,癌症免疫疗法显示了其潜力。然而,迄今为止使用的非特异性免疫干预(高剂量)细胞因子与显著的副作用相关.特异性癌症免疫疗法可以通过攻击肿瘤细胞同时保留正常组织来规避这些问题,其中使用多肽疫苗接种是最有前途的策略之一。我们在这里总结了研究IMA901的I期和II期试验的临床和翻译数据。临床获益与针对IMA901肽的可检测T细胞反应的显着关联,以及在治疗患者中令人鼓舞的生存数据,促使开始了一项随机研究,一线晚期RCC的III期对照试验,预计到2015年底生存结果。还讨论了与最近发现的所谓检查点抑制剂的潜在组合策略。
    Despite a major improvement in the treatment of advanced kidney cancer by the recent introduction of targeted agents such as multi-kinase inhibitors, long-term benefits are still limited and a significant unmet medical need remains for this disease. Cancer immunotherapy has shown its potential by the induction of long-lasting responses in a small subset of patients, however, the unspecific immune interventions with (high dose) cytokines used so far are associated with significant side effects. Specific cancer immunotherapy may circumvent these problems by attacking tumor cells while sparing normal tissue with the use of multi-peptide vaccination being one of the most promising strategies. We here summarize the clinical and translational data from phase I and II trials investigating IMA901. Significant associations of clinical benefit with detectable T cell responses against the IMA901 peptides and encouraging survival data in treated patients has prompted the start of a randomized, controlled phase III trial in 1st line advanced RCC with survival results expected toward the end of 2015. Potential combination strategies with the recently discovered so-called checkpoint inhibitors are also discussed.
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