GBM

GBM
  • 文章类型: Journal Article
    背景:胶质母细胞瘤(GBM)是成人神经胶质瘤中最普遍和侵袭性的形式。尽管实施了涉及手术的强化治疗方法,辐射,和化疗,胶质母细胞瘤干细胞有助于肿瘤复发和不良预后。通过操纵转录机制诱导成胶质细胞瘤干细胞分化已成为GBM治疗的有希望的策略。这里,我们通过研究在患者来源的GBM细胞(GSC)中观察到的去极化静息膜电位(RMP)的作用,探索了一种创新的方法,当它们处于细胞周期的G0期时,它们可以保持干性。
    方法:我们进行了分子生物学和电生理实验,在体外和体内,为了检查GSCs中电压门控钠通道(Nav)的功能表达,特别关注其细胞周期依赖性功能表达。导航活动是在药理学上操纵的,通过活成像细胞周期分析评估其对GSCs行为的影响,自我更新测定,和化学敏感性测定。通过体外途径分析和体内肿瘤增殖测定研究了Nav在调节GBM干性中的作用的机制见解。
    结果:我们证明了Nav主要在细胞周期的G0阶段由GSCs功能性表达,提示其在调节RMP中的关键作用。Nav的药理学阻断使GBM细胞对替莫唑胺(TMZ)更敏感,这类肿瘤的标准药物,通过诱导细胞周期从G0期重新进入G1/S过渡。此外,Nav的抑制实质上影响了GSCs的自我更新和多潜能特征,同时提高他们的分化程度。最后,我们的数据表明,Nav通过使RMP去极化和抑制ERK信号通路来正向调节GBM的干性.值得注意的是,体内增殖评估证实了药物阻断Nav后对TMZ的易感性增加。
    结论:这一见解将Nav定位为GBM患者的有希望的预后生物标志物和治疗靶点,特别是与替莫唑胺联合治疗。
    BACKGROUND: Glioblastoma (GBM) stands as the most prevalent and aggressive form of adult gliomas. Despite the implementation of intensive therapeutic approaches involving surgery, radiation, and chemotherapy, Glioblastoma Stem Cells contribute to tumor recurrence and poor prognosis. The induction of Glioblastoma Stem Cells differentiation by manipulating the transcriptional machinery has emerged as a promising strategy for GBM treatment. Here, we explored an innovative approach by investigating the role of the depolarized resting membrane potential (RMP) observed in patient-derived GBM sphereforming cell (GSCs), which allows them to maintain a stemness profile when they reside in the G0 phase of the cell cycle.
    METHODS: We conducted molecular biology and electrophysiological experiments, both in vitro and in vivo, to examine the functional expression of the voltage-gated sodium channel (Nav) in GSCs, particularly focusing on its cell cycle-dependent functional expression. Nav activity was pharmacologically manipulated, and its effects on GSCs behavior were assessed by live imaging cell cycle analysis, self-renewal assays, and chemosensitivity assays. Mechanistic insights into the role of Nav in regulating GBM stemness were investigated through pathway analysis in vitro and through tumor proliferation assay in vivo.
    RESULTS: We demonstrated that Nav is functionally expressed by GSCs mainly during the G0 phase of the cell cycle, suggesting its pivotal role in modulating the RMP. The pharmacological blockade of Nav made GBM cells more susceptible to temozolomide (TMZ), a standard drug for this type of tumor, by inducing cell cycle re-entry from G0 phase to G1/S transition. Additionally, inhibition of Nav substantially influenced the self-renewal and multipotency features of GSCs, concomitantly enhancing their degree of differentiation. Finally, our data suggested that Nav positively regulates GBM stemness by depolarizing the RMP and suppressing the ERK signaling pathway. Of note, in vivo proliferation assessment confirmed the increased susceptibility to TMZ following pharmacological blockade of Nav.
    CONCLUSIONS: This insight positions Nav as a promising prognostic biomarker and therapeutic target for GBM patients, particularly in conjunction with temozolomide treatment.
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  • 文章类型: Journal Article
    背景:多形性胶质母细胞瘤(GBM)是一种高度侵袭性的原发性恶性脑肿瘤,其特征是进展迅速,预后不良,和高死亡率。了解脑脊液(CSF)代谢产物与GBM之间的关系对于确定这种破坏性疾病的发病机理中涉及的潜在生物标志物和途径至关重要。
    方法:在本研究中,采用孟德尔随机化(MR)分析研究了338种CSF代谢物与GBM之间的因果关系。代谢物的数据来自基于291个个体的全基因组关联研究汇总数据集,GBM数据来自FinnGen,包括91例病例和174,006例欧洲血统对照。利用逆方差加权法估计因果效应。使用MR-Egger回归对CSF代谢物和GBM之间的因果效应进行补充综合评估,加权中位数,简单模式,和加权模式方法。此外,进行了异质性和多效性测试。
    结果:通过MR分析,共发现12种已鉴定的代谢物和2种化学性质未知的代谢物与GBM有因果关系.1-棕榈酰基-2-硬脂酰基-gpc(16:0/18:0),7-α-羟基-3-氧代-4-胆烯酸酯,α-生育酚,Beenoyl鞘磷脂(d18:1/22:0),半胱氨酰甘氨酸,马来酸盐,Uracil,缬氨酸,X-12,101、X-12,104和丁酸酯(4:0)与GBM的风险增加相关。N1-甲基肌苷,水苏碱和琥珀酰肉碱(c4-dc)与降低GBM风险相关。
    结论:结论:这项研究揭示了脑脊液代谢物和GBM之间复杂的相互作用,提供关于疾病机制和潜在治疗途径的新观点。通过阐明CSF代谢物在GBM发病机制中的作用,这项研究有助于提高这种侵袭性脑肿瘤的诊断能力和有针对性的治疗干预措施.对这些发现的进一步探索可能会改善GBM患者的管理策略和更好的预后。
    BACKGROUND: Glioblastoma multiforme (GBM) is a highly aggressive primary malignant brain tumor characterized by rapid progression, poor prognosis, and high mortality rates. Understanding the relationship between cerebrospinal fluid (CSF) metabolites and GBM is crucial for identifying potential biomarkers and pathways involved in the pathogenesis of this devastating disease.
    METHODS: In this study, Mendelian randomization (MR) analysis was employed to investigate the causal relationship between 338 CSF metabolites and GBM. The data for metabolites were obtained from a genome-wide association study summary dataset based on 291 individuals, and the GBM data was derived from FinnGen included 91 cases and 174,006 controls of European descent. The Inverse Variance Weighted method was utilized to estimate the causal effects. Supplementary comprehensive assessments of causal effects between CSF metabolites and GBM were conducted using MR-Egger regression, Weighted Median, Simple Mode, and Weighted Mode methods. Additionally, tests for heterogeneity and pleiotropy were performed.
    RESULTS: Through MR analysis, a total of 12 identified metabolites and 2 with unknown chemical properties were found to have a causal relationship with GBM. 1-palmitoyl-2-stearoyl-gpc (16:0/18:0), 7-alpha-hydroxy-3-oxo-4-cholestenoate, Alpha-tocopherol, Behenoyl sphingomyelin (d18:1/22:0), Cysteinylglycine, Maleate, Uracil, Valine, X-12,101, X-12,104 and Butyrate (4:0) are associated with an increased risk of GBM. N1-methylinosine, Stachydrine and Succinylcarnitine (c4-dc) are associated with decreased GBM risk.
    CONCLUSIONS: In conclusion, this study sheds light on the intricate interplay between CSF metabolites and GBM, offering novel perspectives on disease mechanisms and potential treatment avenues. By elucidating the role of CSF metabolites in GBM pathogenesis, this research contributes to the advancement of diagnostic capabilities and targeted therapeutic interventions for this aggressive brain tumor. Further exploration of these findings may lead to improved management strategies and better outcomes for patients with GBM.
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  • 文章类型: Journal Article
    背景:树突状细胞(DC)疫苗显示出治疗神经胶质瘤的前景,但最佳使用仍不确定。这项荟萃分析检查了DC疫苗对神经胶质瘤的有效性和安全性。
    方法:本系统评价和荟萃分析研究使用系统评价和荟萃分析的首选报告项目进行。从成立之日起至2023年10月23日,电子数据库PubMed,Embase,WebofScience,Scopus已经被彻底评估过了.
    结果:共纳入12项研究,共998名患者,平均年龄为40.2至56岁。在12篇文章中,DC疫苗6个月总生存期(OS)为100%[95%置信区间{95CI}:100%-100%]。分别,12个月OS报告75%[95CI:65%-85%],但24个月OS下降至32%[95CI:20%-43%]。6个月和12个月无进展生存率达到49%[95CI:21%-77%]和19%[95CI:8%-30%]。放射学研究结果显示,完全缓解和部分缓解率为13%[95CI:17%-42%],和26%[95CI:10%-42%],尽管病情稳定达到33%[95CI:15%-51%],提示主要的抗肿瘤作用。疾病进展率也为24%[95CI:9%-57%]。
    结论:在胶质瘤中,DC疫苗接种显示暂时功效;稳定性比消退更普遍。影响有利于降低对早期疾病的抵抗力。提高疗效仍然至关重要。早期治疗可以通过适当的补充治疗整合来加强。
    BACKGROUND: Dendritic cell (DC) vaccines show promise for glioma treatment, but optimal use remains uncertain. This meta-analysis examined DC vaccine efficacy and safety for gliomas.
    METHODS: This systematic review and meta-analysis study was conducted using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. From the date of inception to October 23, 2023, electronic databases PubMed, Embase, Web of Science, and Scopus have been thoroughly evaluated.
    RESULTS: A total of 12 studies with 998 patients and a mean age ranging from 40.2 to 56 years were included. Across 12 articles, DC vaccine 6-month overall survival (OS) was 100% [95% confidence interval {95%CI}: 100%-100%]. Respectively, 12-month OS reported 75% [95%CI: 65%-85%] but declined to 32% [95%CI: 20%-43%] for 24-month OS. 6- and 12-month progression-free survival reached 49% [95%CI: 21%-77%] and 19% [95%CI:8%-30%]. Studying radiological outcomes shows that complete response and partial response rates were 13% [95%CI: 17%-42%], and 26% [95%CI: 10%-42%], though stable disease reached 33% [95%CI: 15%-51%], suggesting predominant antineoplastic effects. The progressive disease rate also was 24% [95%CI: 9%-57%].
    CONCLUSIONS: In gliomas, DC vaccinations show a temporary efficacy; stability is more prevalent than regression. Impacts favor decreased resistance to early disease. Enhancing efficacy remains critical. Early therapy can be enhanced by appropriate supplementary therapy integration.
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  • 文章类型: Journal Article
    胶质母细胞瘤(GBM)是一种预后不良的脑肿瘤。右美托咪定(Dex)通过调节肿瘤细胞的生物学行为来加速或减缓肿瘤的进展。
    我们研究了Dex对迁移的影响,入侵,和GBM中的糖酵解。
    使用细胞计数试剂盒-8测定法测定Dex的浓度。用Transwell法评估Dex对GBM细胞生物学行为的影响。XF96细胞外通量分析,和westernblot.使用逆转录-定量聚合酶链反应检查c-Myc的表达。免疫沉淀或环己酰亚胺处理后,通过蛋白质印迹测量c-Myc的乳酸化或稳定性。
    我们发现Dex(200nM)抑制GBM细胞活力,迁移,入侵,和糖酵解。C-Myc在GBM细胞中高表达,并通过Dex处理降低。此外,Dex通过抑制糖酵解抑制乳酸化c-Myc水平,从而降低c-Myc的蛋白质稳定性。乳酸钠处理消除了Dex对GBM细胞生物学行为的影响。
    Dex抑制了迁移,入侵,通过抑制c-Myc的乳酸化和抑制c-Myc的稳定性,这表明Dex可能是GBM治疗的新型治疗药物。
    UNASSIGNED: Glioblastoma (GBM) is a brain tumor with poor prognosis. Dexmedetomidine (Dex) regulates the biological behaviors of tumor cells to accelerate or decelerate cancer progression.
    UNASSIGNED: We investigated the effects of Dex on the migration, invasion, and glycolysis in GBM.
    UNASSIGNED: The concentration of Dex was determined using the cell counting kit-8 assay. The impacts of Dex on biological behaviors of GBM cells were assessed using Transwell assay, XF96 extracellular flux analysis, and western blot. The expression of c-Myc was examined using reverse transcription-quantitative polymerase chain reaction. The lactylation or stability of c-Myc was measured by western blot after immunoprecipitation or cycloheximide treatment.
    UNASSIGNED: We found that Dex (200 nM) inhibited GBM cell viability, migration, invasion, and glycolysis. C-Myc was highly expressed in GBM cells and was decreased by Dex treatment. Moreover, Dex suppressed lactylated c-Myc levels via suppressing glycolysis, thereby reducing the protein stability of c-Myc. Sodium lactate treatment abrogated the effects of Dex on the biological behaviors of GBM cells.
    UNASSIGNED: Dex suppressed the migration, invasion, and glycolysis of GBM cells via inhibiting lactylation of c-Myc and suppressing the c-Myc stability, suggesting that Dex may be a novel therapeutic drug for GBM treatment.
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  • 文章类型: Journal Article
    背景:胶质母细胞瘤(GBM)是一种恶性星形细胞肿瘤,其进展涉及血管内皮生长因子-A(VEGFA)的调节。然而,VEGFA调节GBM进展的机制尚不清楚.
    方法:通过定量实时聚合酶链反应分析VEGFAmRNA的表达。VEGFA的蛋白表达,分化簇9(CD9),通过蛋白质印迹法检测CD81和转化生长因子-β1(TGF-β1)。进行流式细胞术测定以评估细胞增殖,细胞凋亡和髓源性抑制细胞(MDSC)分化。TUNEL细胞凋亡检测试剂盒用于分析肿瘤的细胞凋亡。通过管形成测定研究血管生成能力。Transwell测定用于评估细胞迁移和侵袭。通过异种移植小鼠模型测定测定VEGFA对肿瘤形成的影响。免疫组化法检测肿瘤组织中VEGFA的阳性表达率。采用酶联免疫吸附法检测TGF-β1水平。
    结果:VEGFA在GBM组织中表达上调,GBM细胞,来自GBM患者和GBM细胞的外泌体。VEGFA沉默导致细胞增殖减少,管形成,迁移和侵袭和增加细胞凋亡。此外,VEGFA敲低也延迟肿瘤形成。VEGFA通过包装成外泌体促进MDSC分化和MDSC分泌TGF-β1。此外,TGF-β1敲低与VEGFA沉默对GBM细胞表型的影响相似,MDSCs通过在A172和U251细胞中分泌TGF-β1来减弱VEGFA敲低诱导的作用。
    结论:VEGFA通过促进MDSC分化和MDSCs分泌TGF-β1,从而促进GBM细胞的肿瘤特性,为GBM治疗提供潜在目标。
    BACKGROUND: Glioblastoma (GBM) is a malignant astrocytic tumor and its progression involves the regulation of vascular endothelial growth factor-A (VEGFA). However, the mechanism of VEGFA in regulating GBM progression remains unclear.
    METHODS: VEGFA mRNA expression was analyzed by quantitative real-time polymerase chain reaction. Protein expression of VEGFA, cluster of differentiation 9 (CD9), CD81, and transforming growth factor-β1 (TGF-β1) was detected by western blotting assay. Flow cytometry assay was conducted to assess cell proliferation, cell apoptosis and myeloid-derived suppressor cell (MDSC) differentiation. TUNEL cell apoptosis detection kit was utilized to analyze cell apoptosis of tumors. Angiogenic capacity was investigated by tube formation assay. Transwell assay was used to assess cell migration and invasion. The effect of VEGFA on tumor formation was determined by a xenograft mouse model assay. Immunohistochemistry assay was used to analyze positive expression rate of VEGFA in tumor tissues. TGF-β1 level was detected by enzyme-linked immunosorbent assay.
    RESULTS: VEGFA expression was upregulated in GBM tissues, GBM cells, and exosomes from GBM patients and GBM cells. VEGFA silencing led to decreased cell proliferation, tube formation, migration and invasion and increased cell apoptosis. Moreover, VEGFA knockdown also delayed tumor formation. VEGFA promoted MDSC differentiation and TGF-β1 secretion by MDSCs by being packaged into exosomes. In addition, TGF-β1 knockdown displayed similar effects with VEGFA silencing on GBM cell phenotypes, and MDSCs attenuated VEGFA knockdown-induced effects by secreting TGF-β1 in A172 and U251 cells.
    CONCLUSIONS: VEGFA contributed to tumor property of GBM cells by promoting MDSC differentiation and TGF-β1 secretion by MDSCs, providing potential targets for GBM treatment.
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  • 文章类型: Journal Article
    恶性胶质母细胞瘤周围的皮质微环境是去极化串扰的来源,有利于过度兴奋,肿瘤扩张,和免疫逃避。新突触发生,过量的谷氨酸,改变的固有膜电流会导致兴奋性异常,然而只有一半的病例会出现癫痫发作,表明肿瘤和宿主基因组学,随着位置,而不是质量效应,发挥关键作用。与非肿瘤成人和发育中的皮质数据集相比,我们分析了人类胶质母细胞瘤转录组中358个临床验证的人类癫痫基因的空间轮廓和表达。近一半,包括剂量敏感基因,其表达水平与单基因癫痫密切相关,在前沿被惊人地丰富和异常地调节,支持瘤周癫痫发生的复杂的上位性基础。由复杂的癫痫基因表达模式引起的环绕过度兴奋可能解释了狭窄靶向抗癫痫药物的疗效有限以及肿瘤切除后癫痫的持续存在,并阐明了为什么不是所有的脑肿瘤都会引起癫痫发作。
    The cortical microenvironment surrounding malignant glioblastoma is a source of depolarizing crosstalk favoring hyperexcitability, tumor expansion, and immune evasion. Neosynaptogenesis, excess glutamate, and altered intrinsic membrane currents contribute to excitability dyshomeostasis, yet only half of the cases develop seizures, suggesting that tumor and host genomics, along with location, rather than mass effect, play a critical role. We analyzed the spatial contours and expression of 358 clinically validated human epilepsy genes in the human glioblastoma transcriptome compared to non-tumor adult and developing cortex datasets. Nearly half, including dosage-sensitive genes whose expression levels are securely linked to monogenic epilepsy, are strikingly enriched and aberrantly regulated at the leading edge, supporting a complex epistatic basis for peritumoral epileptogenesis. Surround hyperexcitability induced by complex patterns of proepileptic gene expression may explain the limited efficacy of narrowly targeted antiseizure medicines and the persistence of epilepsy following tumor resection and clarify why not all brain tumors provoke seizures.
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  • 文章类型: Journal Article
    胶质母细胞瘤(GBM)是最具侵袭性和致死性的脑肿瘤。人工神经网络(ANN)具有做出准确预测并改善决策的潜力。这项研究的目的是创建一个ANN模型,以根据基因表达数据库预测GBM患者的15个月生存率。从CGGA下载GBM的基因组数据,TCGA,MYO,和CPTAC。采用Logistic回归(LR)和ANN模型。年龄,性别,IDH野生型/突变体和我们之前研究的31个最重要的基因,确定为建立的人工神经网络模型的输入因子。使用15个月的生存时间来评估结果。使用选择的ANN模型计算每个协变量的归一化重要性得分。受试者工作特征曲线(ROC)下面积(AUC),测量了Hosmer-Lemeshow(H-L)统计量和预测精度,以评估两种模型。使用SPSS26。共有551名患者(61%为男性,平均年龄55.5±13.3岁)患者被分为训练,测试,以及441、55和55名患者的验证数据集,分别。发现的主要候选基因是:具有ANN模型的FN1,ICAM1,MYD88,IL10和CCL2;以及具有LR模型的MMP9,MYD88和CDK4。LR的AUC为0.71,ANN分析为0.81。与LR模型相比,人工神经网络模型显示出更好的结果:准确率,83.3%;H-L统计量,6.5%;AUC,0.81%的患者。结果表明,人工神经网络可以准确预测GBM患者的15个月生存率,并有助于精确的药物治疗。
    Glioblastoma (GBM) is the most aggressive and lethal brain tumor. Artificial neural networks (ANNs) have the potential to make accurate predictions and improve decision making. The aim of this study was to create an ANN model to predict 15-month survival in GBM patients according to gene expression databases. Genomic data of GBM were downloaded from the CGGA, TCGA, MYO, and CPTAC. Logistic regression (LR) and ANN model were used. Age, gender, IDH wild-type/mutant and the 31 most important genes from our previous study, were determined as input factors for the established ANN model. 15-month survival time was used to evaluate the results. The normalized importance scores of each covariate were calculated using the selected ANN model. The area under a receiver operating characteristic (ROC) curve (AUC), Hosmer-Lemeshow (H-L) statistic and accuracy of prediction were measured to evaluate the two models. SPSS 26 was utilized. A total of 551 patients (61% male, mean age 55.5 ± 13.3 years) patients were divided into training, testing, and validation datasets of 441, 55 and 55 patients, respectively. The main candidate genes found were: FN1, ICAM1, MYD88, IL10, and CCL2 with the ANN model; and MMP9, MYD88, and CDK4 with LR model. The AUCs were 0.71 for the LR and 0.81 for the ANN analysis. Compared to the LR model, the ANN model showed better results: Accuracy rate, 83.3 %; H-L statistic, 6.5 %; and AUC, 0.81 % of patients. The findings show that ANNs can accurately predict the 15-month survival in GBM patients and contribute to precise medical treatment.
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  • 文章类型: Journal Article
    并非所有患有多形性胶质母细胞瘤(GBM)的患者在预先手术和放疗后最终都有资格接受全身化疗。从监测中检索到GBM患者的信息,流行病学,和最终结果数据库。在2010年至2019年期间接受前期手术或活检和外部束放疗的患者符合全身化疗的条件。使用多变量逻辑回归和卡方检验评估可用的患者和肿瘤特征。在符合资格的16682名患者中,92.1%接受全身化疗。与最低全身化疗利用率相关的特征包括脑干/小脑肿瘤(P=0.01),前几年的诊断(P=0.001),≥80岁(P<0.001),西班牙裔,非西班牙裔亚洲人,太平洋岛民,或黑人种族(P<0.001),非合作状态(P<0.001),家庭收入中位数较低(P=0.006)。原发肿瘤部位,诊断年份,年龄,种族,伙伴地位,家庭收入中位数与成人患者GBM未进行全身化疗相关。
    Not all patients with glioblastoma multiforme (GBM) eligible for systemic chemotherapy after upfront surgery and radiotherapy finally receive it. The information on patients with GBM was retrieved from the surveillance, epidemiology, and end results database. Patients who underwent upfront surgery or biopsy and external beam radiotherapy between 2010 and 2019 were eligible for systemic chemotherapy. The available patient and tumor characteristics were assessed using multivariable logistic regression and chi-squared test. Out of the 16,682 patients eligible, 92.1% underwent systemic chemotherapy. The characteristics linked to the lowest systemic chemotherapy utilization included tumors of the brain stem/cerebellum (P = 0.01), former years of diagnosis (P = 0.001), ≥ 80 years of age (P < 0.001), Hispanic, Non-Hispanic Asian, Pacific Islander, or Black race (P < 0.001), non-partnered status (P < 0.001), and low median household income (P = 0.006). Primary tumor site, year of diagnosis, age, race, partnered status, and median household income correlated with the omission of systemic chemotherapy in GBM in adult patients.
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  • 文章类型: Journal Article
    背景:Anoikis是由细胞与细胞外基质(ECM)的粘附丧失引起的程序性细胞死亡的一种特殊形式。抗肛门凋亡的获得是癌细胞侵袭的重要标志,转移,治疗抵抗,和复发。尽管目前的研究已经确定了多种调节抗肛门凋亡的因素,胶质母细胞瘤(GBM)中失巢凋亡介导的肿瘤微环境(TME)的病理机制仍未被研究.
    方法:利用单细胞RNA测序(scRNA-seq)数据并采用非负矩阵分解(NMF),我们鉴定并表征了具有明显失巢凋亡相关基因特征的TME细胞簇.使用TCGA和CGGA数据集进行预后和治疗反应分析,以评估不同TME细胞簇的临床意义。从空间转录组RNA测序(stRNA-seq)数据推断BRMS1+小胶质细胞与肿瘤细胞之间的空间关系。模拟肿瘤免疫微环境,用小胶质细胞(HMC3)和GBM细胞(U118/U251)进行共培养实验,用BRMS1过表达慢病毒转染小胶质细胞。Westernblot或ELISA检测BRMS1、M2巨噬细胞特异性标志物,PI3K/AKT信号蛋白,和凋亡相关蛋白。用CCK-8、集落形成、和细胞凋亡试验,而肿瘤细胞的侵袭和迁移能力使用Transwell测定法进行评估。
    结果:基于NMF的分析成功鉴定出具有不同基因特征的CD8+T细胞和小胶质细胞簇。轨迹分析,细胞通讯,和基因调控网络分析共同表明,失巢凋亡介导的TME细胞簇可以通过各种机制影响肿瘤细胞的发育。值得注意的是,BRMS1+AP-Mic表现出M2巨噬细胞表型,并与恶性细胞有显著的细胞通讯。此外,BRMS1+AP-Mic在TCGA和CGGA数据集中的高表达与较差的生存结局相关,表明其对免疫疗法的有害影响。BRMS1在小胶质细胞中的上调可能导致M2巨噬细胞极化,通过SPP1/CD44介导的细胞相互作用激活PI3K/AKT信号通路,抑制肿瘤细胞凋亡,促进肿瘤的增殖和侵袭。
    结论:这项开创性的研究使用基于NMF的分析来揭示GBM中失巢凋亡调节的TME对预后和免疫治疗反应的重要预测价值。BRMS1+小胶质细胞为深入了解GBM的免疫抑制微环境提供了新的视角,并可能成为未来潜在的治疗靶点。
    BACKGROUND: Anoikis is a specialized form of programmed cell death induced by the loss of cell adhesion to the extracellular matrix (ECM). Acquisition of anoikis resistance is a significant marker for cancer cell invasion, metastasis, therapy resistance, and recurrence. Although current research has identified multiple factors that regulate anoikis resistance, the pathological mechanisms of anoikis-mediated tumor microenvironment (TME) in glioblastoma (GBM) remain largely unexplored.
    METHODS: Utilizing single-cell RNA sequencing (scRNA-seq) data and employing non-negative matrix factorization (NMF), we identified and characterized TME cell clusters with distinct anoikis-associated gene signatures. Prognostic and therapeutic response analyses were conducted using TCGA and CGGA datasets to assess the clinical significance of different TME cell clusters. The spatial relationship between BRMS1 + microglia and tumor cells was inferred from spatial transcriptome RNA sequencing (stRNA-seq) data. To simulate the tumor immune microenvironment, co-culture experiments were performed with microglia (HMC3) and GBM cells (U118/U251), and microglia were transfected with a BRMS1 overexpression lentivirus. Western blot or ELISA were used to detect BRMS1, M2 macrophage-specific markers, PI3K/AKT signaling proteins, and apoptosis-related proteins. The proliferation and apoptosis capabilities of tumor cells were evaluated using CCK-8, colony formation, and apoptosis assays, while the invasive and migratory abilities of tumor cells were assessed using Transwell assays.
    RESULTS: NMF-based analysis successfully identified CD8 + T cell and microglia cell clusters with distinct gene signature characteristics. Trajectory analysis, cell communication, and gene regulatory network analyses collectively indicated that anoikis-mediated TME cell clusters can influence tumor cell development through various mechanisms. Notably, BRMS1 + AP-Mic exhibited an M2 macrophage phenotype and had significant cell communication with malignant cells. Moreover, high expression of BRMS1 + AP-Mic in TCGA and CGGA datasets was associated with poorer survival outcomes, indicating its detrimental impact on immunotherapy. Upregulation of BRMS1 in microglia may lead to M2 macrophage polarization, activate the PI3K/AKT signaling pathway through SPP1/CD44-mediated cell interactions, inhibit tumor cell apoptosis, and promote tumor proliferation and invasion.
    CONCLUSIONS: This pioneering study used NMF-based analysis to reveal the important predictive value of anoikis-regulated TME in GBM for prognosis and immunotherapeutic response. BRMS1 + microglial cells provide a new perspective for a deeper understanding of the immunosuppressive microenvironment of GBM and could serve as a potential therapeutic target in the future.
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  • 文章类型: Journal Article
    胶质母细胞瘤(GBM)是一种侵袭性脑癌,治疗选择有限。自然杀伤(NK)细胞是先天性免疫细胞,具有很强的抗肿瘤活性,可能为GBM提供有希望的治疗策略。我们比较了经工程改造以表达白介素(IL)-15或IL-21的NK细胞的抗GBM活性。使用多个体内模型,IL-21NK细胞在安全性和长期抗肿瘤活性方面均优于IL-15NK细胞,局部给药的IL-15NK细胞在肿瘤控制中证明毒性和无效。IL-21NK细胞表现出独特的染色质可及性特征,与CCAAT/增强子结合蛋白(C/EBP),尤其是CEBPD,作为调节其增强功能的关键转录因子。CEBPD的缺失导致IL-21NK细胞效力的丧失,而其过度表达增加NK细胞的长期细胞毒性和代谢适应性。这些结果表明,IL-21通过C/EBP转录因子,驱动NK细胞的表观遗传重编程,增强它们对GBM的抗肿瘤功效。
    Glioblastoma (GBM) is an aggressive brain cancer with limited therapeutic options. Natural killer (NK) cells are innate immune cells with strong anti-tumor activity and may offer a promising treatment strategy for GBM. We compared the anti-GBM activity of NK cells engineered to express interleukin (IL)-15 or IL-21. Using multiple in vivo models, IL-21 NK cells were superior to IL-15 NK cells both in terms of safety and long-term anti-tumor activity, with locoregionally administered IL-15 NK cells proving toxic and ineffective at tumor control. IL-21 NK cells displayed a unique chromatin accessibility signature, with CCAAT/enhancer-binding proteins (C/EBP), especially CEBPD, serving as key transcription factors regulating their enhanced function. Deletion of CEBPD resulted in loss of IL-21 NK cell potency while its overexpression increased NK cell long-term cytotoxicity and metabolic fitness. These results suggest that IL-21, through C/EBP transcription factors, drives epigenetic reprogramming of NK cells, enhancing their anti-tumor efficacy against GBM.
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