low-grade glioma

低度胶质瘤
  • 文章类型: Journal Article
    在低级别神经胶质瘤中,免疫治疗方案并不常见,尽管此类疗法可能对无法手术和侵袭性病例有益。对低度神经胶质瘤中的免疫和基质细胞的了解与此类方法高度相关,但仍需改进。收集了来自400个低级别神经胶质瘤和193个高级别神经胶质瘤的已发布基因表达数据,以使用明确为脑肿瘤设计的去卷积方法来量化10个微环境细胞群。首先,我们调查了低级别和高级别胶质瘤微环境的一般差异.低级和高级肿瘤聚集在一起,分别,并显示出这些群体之间的总体相似性和明显差异,主要差异是高级别胶质瘤中成纤维细胞和T细胞的浸润较高。在分析的实体中,神经节胶质瘤和多形性黄色星形细胞瘤表现出最高的整体免疫细胞浸润。对低级别神经胶质瘤的进一步分析显示了免疫细胞浸润的三个不同的微环境特征,可以分为T细胞/树突状/自然杀伤细胞-,嗜中性/B谱系/自然杀伤细胞-,和单核细胞/血管/基质细胞为主的免疫簇。这些簇与肿瘤位置相关,年龄,和组织学诊断,但与性别或无进展生存期无关。生存分析显示,可以从基因表达预测预后,临床资料,以及两者与支持向量机的组合,并揭示了血管标志物的负面预后相关性。总的来说,我们的工作表明,低度和高度胶质瘤可以通过其免疫细胞浸润来表征和分化。低级别神经胶质瘤聚集到三个不同的免疫肿瘤微环境中,这可能对即将到来的免疫治疗研究有进一步的兴趣。
    Immunologic treatment options are uncommon in low-grade gliomas, although such therapies might be beneficial for inoperable and aggressive cases. Knowledge of the immune and stromal cells in low-grade gliomas is highly relevant for such approaches but still needs to be improved. Published gene-expression data from 400 low-grade gliomas and 193 high-grade gliomas were gathered to quantify 10 microenvironment cell populations with a deconvolution method designed explicitly for brain tumors. First, we investigated general differences in the microenvironment of low- and high-grade gliomas. Lower-grade and high-grade tumors cluster together, respectively, and show a general similarity within and distinct differences between these groups, the main difference being a higher infiltration of fibroblasts and T cells in high-grade gliomas. Among the analyzed entities, gangliogliomas and pleomorphic xanthoastrocytomas presented the highest overall immune cell infiltration. Further analyses of the low-grade gliomas presented three distinct microenvironmental signatures of immune cell infiltration, which can be divided into T-cell/dendritic/natural killer cell-, neutrophilic/B lineage/natural killer cell-, and monocytic/vascular/stromal-cell-dominated immune clusters. These clusters correlated with tumor location, age, and histological diagnosis but not with sex or progression-free survival. A survival analysis showed that the prognosis can be predicted from gene expression, clinical data, and a combination of both with a support vector machine and revealed the negative prognostic relevance of vascular markers. Overall, our work shows that low- and high-grade gliomas can be characterized and differentiated by their immune cell infiltration. Low-grade gliomas cluster into three distinct immunologic tumor microenvironments, which may be of further interest for upcoming immunotherapeutic research.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:不可切除的小儿低度胶质瘤(LGG)通常需要辅助治疗,卡铂超敏反应(HR)通常导致标准化疗方案的过早治疗停止。在分子时代,在了解肿瘤遗传特征方面取得的进展使得针对这类肿瘤的靶向治疗得以发展;然而,治疗的成本效益评估,特别是在低收入国家,至关重要。目的是描述中等收入国家单个中心的卡铂脱敏方案的结果。
    方法:对2017年12月至2020年6月接受卡铂脱敏的LGG患儿进行前瞻性分析,随访至2024年4月。
    结果:纳入9例患者。平均年龄为11岁。5名患者为男性。七个有视神经通路和两个宫颈髓腔位置。六个进行了组织学诊断和四个分子分析。研究期间卡铂反应的发生率为39.1%。六名患者接受了皮肤点刺试验,三是积极成果。第一个HR发生了,平均而言,在第9周期的治疗。所有病人都有皮肤症状,九分之五的人有过敏反应作为第一反应。77.7%的患者完成了协议,临床获益率(疾病稳定和部分缓解)为88.8%。六名患者进一步需要其他治疗路线。每月,卡铂的总费用为409.09美元,目标疗法(达拉非尼加曲美替尼),4929.28美元至5548.57美元。
    结论:我们的研究提出了一种有趣且具有成本效益的选择,其中脱敏允许HR患儿接受一线治疗,避免停止有效的治疗。
    OBJECTIVE: Unresectable pediatric low-grade gliomas (LGG) usually need adjuvant therapy, and carboplatin hypersensitivity reaction (HR) commonly leads to premature treatment cessation of a standard chemotherapy regimen. In the molecular era, advances in understanding tumor genetic characteristics allowed the development of targeted therapies for this group of tumors; however, cost-effectiveness assessment of treatments, especially in low-income countries, is crucial. The aim is to describe the results of carboplatin desensitization protocol in a single center in a middle-income country.
    METHODS: Prospective analysis of children with LGG submitted to carboplatin desensitization from December 2017 to June 2020 with follow-up until April 2024.
    RESULTS: Nine patients were included. The mean age was 11 years. Five patients were male. Seven had optic pathway and two cervicomedullary location. Six had histologic diagnosis and four molecular analyses. The incidence of carboplatin reactions during the study period was 39.1%. Six patients underwent skin prick test, three with positive results. The first HR occurred, on average, around the 9th cycle of treatment. All patients had cutaneous symptoms, and five out of nine had anaphylaxis as the first reaction. 77.7% of the patients completed the protocol, and the clinical benefit rate (stable disease and partial response) was 88.8%. Six patients further required other lines of therapy. Monthly, the total cost for carboplatin was $409.09, and for target therapies (dabrafenib plus trametinib), $4929.28 to $5548.57.
    CONCLUSIONS: Our study presented an interesting and cost-effective option where desensitization allowed children with HR to be treated with first-line therapy, avoiding the discontinuation of an effective treatment.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    弥漫性低度胶质瘤(LGG)生长的放射学随访具有挑战性。由于病理学的复杂性,近似视觉评估仍然优于客观量化。渗透的性格,弥漫性边界和手术腔的存在需要基于LGG的线性测量规则,以有效和精确地评估LGG随时间的演变。
    我们比较了优化的一维,2D,和手动体积分割的3D线性测量作为参考,以评估36例LGG患者的LGG肿瘤生长(340次磁共振成像扫描),使用临床重要的平均肿瘤直径(MTD)和速度直径扩展(VDE)。使用基于高级别神经胶质瘤的RECIST建立LGG特异性进展阈值,麦克唐纳,和RANO标准,将每种线性方法的识别进展/非进展的灵敏度与手动分割建立的地面实况进行比较。
    3D线性体积近似与手动分割体积密切相关。它还显示了进展检测的最高灵敏度。MTD显示了相当的结果,而VDE强调,在具有多个残基的小肿瘤的情况下,谨慎是必要的。新型LGG特异性进展阈值,或者估计肿瘤体积的关键变化,对于3D方法(从40%增加到52%)和2D方法(从25%减少到33%),对于1D方法(从20%减少到16%)。使用3D方法允许~5分钟的时间增益。
    虽然手动体积评估仍然是计算增长率的黄金标准,3D线性方法是常规使用的LGGs放射学评估的最佳时效性标准化替代方法。
    UNASSIGNED: Radiological follow-up of diffuse low-grade gliomas (LGGs) growth is challenging. Approximative visual assessment still predominates over objective quantification due to the complexity of the pathology. The infiltrating character, diffuse borders and presence of surgical cavities demand LGG-based linear measurement rules to efficiently and precisely assess LGG evolution over time.
    UNASSIGNED: We compared optimized 1D, 2D, and 3D linear measurements with manual volume segmentation as a reference to assess LGG tumor growth in 36 patients with LGG (340 magnetic resonance imaging scans), using the clinically important mean tumor diameter (MTD) and the velocity diameter expansion (VDE). LGG-specific progression thresholds were established using the high-grade gliomas-based RECIST, Macdonald, and RANO criteria, comparing the sensitivity to identify progression/non-progression for each linear method compared to the ground truth established by the manual segmentation.
    UNASSIGNED: 3D linear volume approximation correlated strongly with manually segmented volume. It also showed the highest sensitivity for progression detection. The MTD showed a comparable result, whereas the VDE highlighted that caution is warranted in the case of small tumors with multiple residues. Novel LGG-specific progression thresholds, or the critical change in estimated tumor volume, were increased for the 3D (from 40% to 52%) and 2D methods (from 25% to 33%) and decreased for the 1D method (from 20% to 16%). Using the 3D method allowed a ~5-minute time gain.
    UNASSIGNED: While manual volumetric assessment remains the gold standard for calculating growth rate, the 3D linear method is the best time-efficient standardized alternative for radiological evaluation of LGGs in routine use.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:经脉络膜经callosal入路是一种先进的神经外科技术,可以进入位于后第三脑室和中脑内的病变。它依赖于显微外科解剖学和胚胎学的全面理解,整合现代神经外科手术技术,以最大程度地减少对正常神经元结构的收缩和损伤。
    方法:我们报告了通过这种方法进行治疗的两名患者的案例,一种表现为丘脑海绵体瘤,另一种表现为中脑囊性低度神经胶质瘤。
    结果:在这2例中,决定使用经颅入路主要是由于改进了轨迹,半球的引力收缩,改善了仅通过重力将病变输送到手术区域的情况。
    结论:通过对手术方法和解剖结构的详细描述,我们说明了经callosal经脉络膜入路进入脑深部病变的可行性。
    BACKGROUND: The transcallosal retroforniceal transchoroidal approach represents an advanced neurosurgical technique that allows access to lesions located within the posterior third ventricle and mesencephalon. It relies on a comprehensive understanding of microsurgical anatomy and embryology, integrating modern neurosurgical operative techniques to minimize retraction and injury to the normal neuronal structures.
    METHODS: We report the cases of 2 patients undergoing treatment via this approach, one presenting with a thalamic cavernoma and the other with cystic low-grade glioma of the midbrain.
    RESULTS: In these 2 cases, the decision to use the transcallosal approach was mainly due to improved trajectory, gravitational retraction of the hemisphere, and improved delivery of the lesion into the operative field by gravity alone.
    CONCLUSIONS: Through a detailed description of the surgical approach and anatomy, we illustrate the feasibility of the transcallosal retroforniceal transchoroidal approach for accessing lesions located deeply in the brain.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    低度神经胶质瘤(LGG)是各种表现出不同临床结果的脑肿瘤。GSTM5基因的甲基化在LGG的发展中已被注意到,然而,其预后重要性仍不确定.
    本研究的目的是检查诊断为LGG的个体中GSTM5DNA甲基化与临床结果之间的相关性。
    使用来自癌症基因组图谱(TCGA)和基因表达综合(GEO)数据集的数据进行LGG样品中GSTM5甲基化水平的分析。使用Kaplan-Meier曲线评估基于GSTM5甲基化状态的总生存期。使用“pheatmap”R包可视化GSTM5基因中特定CpG位点的DNA甲基化热图。
    该研究分析了LGG肿瘤的GSTM5甲基化水平高于正常组织。发现GSTM5表达与甲基化之间存在反比关系。具有GSTM5启动子高甲基化的LGG患者经历了阳性结果。年龄,grade,通过单因素和多因素Cox回归分析确定GSTM5甲基化是LGG的独立预后因素。
    GSTM5DNA的甲基化,特别是在某些CpG网站,与LGG患者的积极前景有关。利用“pheatmap”R软件包可视化GSTM5甲基化模式为识别低级别神经胶质瘤的预后标志物和治疗靶标提供了重要信息。
    UNASSIGNED: Low-grade gliomas (LGG) are a variety of brain tumors that show different clinical outcomes. The methylation of the GSTM5 gene has been noted in the development of LGG, however, its prognostic importance remains uncertain.
    UNASSIGNED: The objective of this study was to examine the correlation between GSTM5 DNA methylation and clinical outcomes in individuals diagnosed with LGG.
    UNASSIGNED: Analysis of GSTM5 methylation levels in LGG samples was conducted using data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) datasets. The overall survival based on GSTM5 methylation status was evaluated using Kaplan-Meier curves. The DNA methylation heatmap for particular CpG sites in the GSTM5 gene was visualized using the \"pheatmap\" R package.
    UNASSIGNED: The study analyzed that LGG tumors had higher levels of GSTM5 methylation than normal tissues. There was an inverse relationship discovered between GSTM5 expression and methylation. LGG patients with hypermethylation of GSTM5 promoter experienced a positive outcome. Age, grade, and GSTM5 methylation were determined as independent prognostic factors in LGG through both univariate and multivariate Cox regression analyses.
    UNASSIGNED: Methylation of GSTM5 DNA, specifically at certain CpG sites, is linked to a positive outlook in patients with LGG. Utilizing the \"pheatmap\" R package to visualize GSTM5 methylation patterns offers important information for identifying prognostic markers and therapeutic targets in low-grade gliomas.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    低级别胶质瘤(LGG)是II-III级胶质瘤,具有独特的临床和分子特征,其预后相关研究尚不清楚。本研究的目的是探讨线粒体相关基因SLBP的参与,COMMD7,LSM4,TOMM34,RPP40,FKBP1A,ARPC1A,和TBCA用于LGG的预后。我们通过分析生物信息学数据集并将其与RT-PCR实验相结合来检测某些基因表达的差异。随后,构建了一个列线图,并验证了风险因素的临床相关性,如年龄,WHO等级,IDH突变状态,Ch.1p19q共同删除状态,和ARPC1A的高表达和低表达来预测1-,3-,ARPC1A的5年总生存率和预后相关性。对与ARPC1A表达相关的相关数据集进行基因集富集分析,以通过KEGG和GO分析阐明LGG中涉及的癌症促进途径。转染测定,CCK-8测定,和流式细胞术用于确定增殖率,HS683和SW1783细胞系的凋亡率。Western印迹用于检查ARPC1A通过MAPK信号传导的癌症促进活性的参与。在这项研究中,通过生物信息学分析结合实验方法分析发现,ARPC1A在LGG中的预后价值可能是一个显著的独立危险因素。ARPC1A促进更高的LGG增殖率,可以控制MAP激酶信号传导,并且可能是LGG的重要生物标志物。未来的研究有必要探讨其临床意义。
    Low-grade glioma (LGG) is a grade II-III glioma accompanied by distinct clinical and molecular characteristics and the studies related to its prognosis are still unclear. The objective of this study is to explore the involvement of mitochondrial-related genes SLBP, COMMD7, LSM4, TOMM34, RPP40, FKBP1A, ARPC1A, and TBCA for the prognosis of LGG. We detected differences in the expression of some of the genes by analyzing the bioinformatics dataset and combining it with RT-PCR experiments. Subsequently, a nomogram was constructed and validated for the clinical relevance of risk factors such as age, WHO grade, IDH mutation status, Ch.1p19q co-deletion status, and high and low expression of ARPC1A to predict the 1-, 3-, 5-year overall survival and prognostic relevance of ARPC1A. Gene set enrichment analysis was performed for the relevant datasets pertinent to the expression of ARPC1A to elucidate the cancer-promoting pathways involved in the LGG through KEGG and GO analysis. Transfection assays, CCK-8 assays, and flow cytometry were used to determine the proliferation rate, and apoptosis rate of the HS683 and SW1783 cell lines respectively. Western blotting was used to examine the involvement of the cancer-promoting activity of ARPC1A through MAPK signaling. In this study, the prognostic value of ARPC1A in LGG was found by bioinformatics analysis combined with experimental approach analysis and may be a significant independent risk factor. ARPC1A fosters a higher LGG proliferation rate that may control the MAP kinase signaling and could be a prominent biomarker for LGG. Future studies are warranted to explore its clinical implications.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    肿瘤可能含有数十亿个细胞,包括不同的恶性克隆和非恶性细胞类型。澄清进化史,患病率,确定这些细胞的分子特征对于改善临床结果至关重要,因为肿瘤内异质性为获得对靶向治疗的抵抗提供了燃料。在这里,我们提出了一种基于统计学的策略,通过对连续肿瘤切片(MOMA)的多体和多尺度分析来解构肿瘤内异质性。通过将IDH突变型星形细胞瘤的深度采样与单核苷酸变体的整合分析相结合,拷贝数变体,和基因表达,我们重建和验证系统发育,空间分布,和不同恶性克隆的转录谱。通过对单核RNA-seq分析的核进行基因分型,我们进一步表明,从单细胞转录组识别癌细胞的常用算法可能不准确。我们还证明,将大量样品中的基因表达与肿瘤纯度相关联可以揭示恶性细胞的最佳标志物,并使用这种方法来鉴定星形细胞瘤躯干克隆一致表达的一组核心基因。包括AKR1C3,其表达与几种癌症的不良预后相关。总之,MOMA提供了一种强大而灵活的策略,可以精确地解构肿瘤内异质性,并阐明实体瘤中不同细胞群的核心分子特性。
    Tumors may contain billions of cells, including distinct malignant clones and nonmalignant cell types. Clarifying the evolutionary histories, prevalence, and defining molecular features of these cells is essential for improving clinical outcomes, since intratumoral heterogeneity provides fuel for acquired resistance to targeted therapies. Here we present a statistically motivated strategy for deconstructing intratumoral heterogeneity through multiomic and multiscale analysis of serial tumor sections (MOMA). By combining deep sampling of IDH-mutant astrocytomas with integrative analysis of single-nucleotide variants, copy-number variants, and gene expression, we reconstruct and validate the phylogenies, spatial distributions, and transcriptional profiles of distinct malignant clones. By genotyping nuclei analyzed by single-nucleus RNA-seq for truncal mutations, we further show that commonly used algorithms for identifying cancer cells from single-cell transcriptomes may be inaccurate. We also demonstrate that correlating gene expression with tumor purity in bulk samples can reveal optimal markers of malignant cells and use this approach to identify a core set of genes that are consistently expressed by astrocytoma truncal clones, including AKR1C3, whose expression is associated with poor outcomes in several types of cancer. In summary, MOMA provides a robust and flexible strategy for precisely deconstructing intratumoral heterogeneity and clarifying the core molecular properties of distinct cellular populations in solid tumors.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    制定了神经肿瘤学评估(NANO)量表,以评估与放射学标准相结合的神经功能,以评估临床环境中的神经肿瘤学患者,并使临床试验中的神经学评估标准化。本研究的目的是将诊断为胶质母细胞瘤的患者的NANO量表翻译为巴西葡萄牙语和跨文化适应,脑转移和低度胶质瘤。
    诊断为胶质母细胞瘤的患者,脑转移瘤,在2019年7月至2021年7月期间对低级别胶质瘤进行了前瞻性评估.翻译和跨文化适应NANO量表的过程包括:从英语翻译到葡萄牙语,由专家委员会进行综合和初步修订,从葡萄牙语回译为英语,专家委员会的第二次修订,和NANO尺度的应用。关于NANO量表的可靠性,Cronbach的α被用来测量所有量表项目的内部一致性,并评估项目删除的影响。此外,采用Spearman相关性检验评价NANO量表与Karnofsky绩效量表(KPS)的收敛效度。
    评估了一百七十四名患者。在KPS和NANO量表之间建立了统计学上显著的负相关关系(p<0.001)。胶质母细胞瘤的NANO量表建立的Cronbachα值为0.803,脑转移0.643,低级别胶质瘤为0.482。
    巴西葡萄牙语版本的NANO量表被证明是可重复的,并且可以有效地评估患有胶质母细胞瘤和脑转移的神经肿瘤患者,与KPS量表有很强的相关性。需要进一步的研究来评估该量表在诊断为低级别神经胶质瘤的患者中的有效性和可靠性。
    UNASSIGNED: The Neurological Assessment for Neuro-Oncology (NANO) scale was elaborated to assess neurologic function in integration with radiological criteria to evaluate neuro-oncological patients in clinical setting and enable the standardization of neurological assessment in clinical trials. The objective of this study is the translation to Brazilian Portuguese and transcultural adaptation of NANO scale in patients with the diagnosis of glioblastoma, brain metastasis and low-grade glioma.
    UNASSIGNED: Patients with diagnosis of glioblastoma, brain metastasis, and low-grade glioma were prospectively evaluated between July 2019 and July 2021. The process of translating and cross-culturally adapting the NANO scale included: translation from English to Portuguese, synthesis and initial revision by an expert committee, back-translation from Portuguese to English, a second revision by the expert committee, and the application of the NANO scale. Regarding the reliability of the NANO scale, Cronbach\'s alpha was employed to measure the internal consistency of all scale items and assess the impact of item deletion. Additionally, Spearman\'s correlation test was used to evaluate the convergent validity between the NANO scale and Karnofsky Performance Scale (KPS).
    UNASSIGNED: One hundred and seventy-four patients were evaluated. A statistically significant inverse relation (p < 0.001) between KPS and NANO scale was founded. The Cronbach\'s alpha values founded for NANO scale were 0.803 for glioblastoma, 0.643 for brain metastasis, and 0.482 for low grade glioma.
    UNASSIGNED: The NANO scale Brazilian Portuguese version proves to be reproducible and valid to evaluate neuro-oncological patients with glioblastoma and brain metastasis, presenting a strong correlation with KPS scale. Further studies are warranted to assess the validity and reliability of the scale in patients diagnosed with low-grade glioma.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:回顾关于小儿低度胶质瘤(LGG)二次手术的文献,以期提出重新探索的两面。
    方法:从最近关于小儿LGG的文献中收集材料。这是对这些出版物的回顾性审查。
    结果:有许多出版物建议在某些情况下进行二次手术,前提是第二次手术的发病率最低,事实上,一些在第二次切除后神经缺陷有所改善。
    结论:在推荐和劝阻二次手术的文章中似乎有相当的平衡,但在我们有限的经验中,我们发现它对选定的患者有用。
    OBJECTIVE: To review the literature on second-look surgery in pediatric low-grade gliomas (LGG) with a view to presenting both sides of the picture of re-exploration.
    METHODS: Collection of material from recent literature on pediatric LGG. This was a retrospective review of these publications.
    RESULTS: There are a number of publications recommending second-look surgery in selected cases, provided morbidity of the second surgery is minimum, and indeed some in which there is improvement in the neurodeficit after the second resection.
    CONCLUSIONS: There seems a fair balance of articles recommending and dissuading the practice of second-look surgery, but in our limited experience we have found it useful in selected patients.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    胶质瘤是脑部最常见的原发性恶性肿瘤,以高致残率和高复发率为特征。尽管低度胶质瘤(LGG)具有相对良性的生物学行为,LGG患者的预后差异仍然很大。胶质瘤干细胞(GSC)被认为是胶质瘤细胞增殖的主要罪犯,入侵和抵抗治疗。我们的研究基于mDNAsi和WCGNA筛选了一系列神经胶质瘤干细胞相关基因(GSCRG),通过10种机器学习方法的101种组合,建立了可靠的单基因预测模型。我们的结果表明TNFAIP6的表达水平与LGG患者的预后呈负相关。这可能是前癌症信号通路激活和免疫抑制的结果。总的来说,这项研究表明,TNFAIP6是LGG的一个强大而有价值的预后因素,并可能成为LGG治疗的新靶点。
    Glioma is the most common primary malignant tumor in the brain, characterizing by high disability rate and high recurrence rate. Although low-grade glioma (LGG) has a relative benign biological behavior, the prognosis of LGG patients still varies greatly. Glioma stem cells (GSCs) are considered as the chief offenders of glioma cell proliferation, invasion and resistance to therapies. Our study screened a series of glioma stem cell-related genes (GSCRG) based on mDNAsi and WCGNA, and finally established a reliable single-gene prognostic model through 101 combinations of 10 machine learning methods. Our result suggested that the expression level of TNFAIP6 is negatively correlated with the prognosis of LGG patients, which may be the result of pro-cancer signaling pathways activation and immunosuppression. In general, this study revealed that TNFAIP6 is a robust and valuable prognostic factor in LGG, and may be a new target for LGG treatment.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号