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Differential gene expression underlying epileptogenicity in patients with gliomas. 胶质瘤患者致痫基因表达的差异。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-06-21 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae103
Armin Mortazavi, Anas U Khan, Edwin Nieblas-Bedolla, Ujwal Boddeti, Muzna Bachani, Alexander Ksendzovsky, Kory Johnson, Kareem A Zaghloul

Background: Seizures are a common sequela for patients suffering from gliomas. Molecular properties are known to influence the initiation of seizures that may influence tumor growth. Different levels of gene expression with seizures related to gliomas remain unclear. We analyzed RNA sequencing of gliomas to further probe these differences.

Methods: Total RNA sequencing was obtained from The Cancer Genome Atlas-Lower-Grade Glioma project, comprised of 2021 World Health Organization classification low-grade gliomas, including IDH-mutant and IDH-wild type, to distinguish differential expression in patients who did and did not experience seizures. Utilizing QIAGEN Ingenuity Pathways Analysis, we identified canonical and functional pathways to characterize differential expression.

Results: Of 289 patients with gliomas, 83 (28.7%) had available information regarding seizure occurrence prior to intervention and other pertinent variables of interest. Of these, 50 (60.2%) were allocated to the seizure group. When comparing the level of RNA expression from these tumors between the seizure and non-seizure groups, 52 genes that were significantly differentially regulated were identified. We found canonical pathways that were altered, most significantly RhoGDI and semaphorin neuronal repulsive signaling. Functional gene analysis revealed tumors that promoted seizures had significantly increased functional gene sets involving neuronal differentiation and synaptogenesis.

Conclusions: In the setting of gliomas, differences in tumor gene expression exist between individuals with and without seizures, despite similarities in patient demographics and other tumor characteristics. There are significant differences in gene expression associated with neuron development and synaptogenesis, ultimately suggesting a mechanistic role of a tumor-neuron synapse in seizure initiation.

背景:癫痫发作是胶质瘤患者常见的后遗症。已知分子特性会影响癫痫发作,而癫痫发作可能会影响肿瘤生长。与胶质瘤相关的癫痫发作的不同基因表达水平仍不清楚。我们分析了胶质瘤的 RNA 测序,以进一步探究这些差异:总 RNA 测序来自癌症基因组图谱-低级别胶质瘤项目,该项目由 2021 个世界卫生组织分类的低级别胶质瘤组成,包括 IDH 突变型和 IDH 野生型,目的是区分癫痫发作和未发作患者的不同表达。利用QIAGEN Ingenuity Pathways Analysis,我们确定了典型通路和功能通路,以描述差异表达的特征:在289名胶质瘤患者中,有83人(28.7%)掌握了干预前癫痫发作的相关信息以及其他相关变量。其中50人(60.2%)被分配到癫痫发作组。在比较癫痫发作组和非癫痫发作组肿瘤的 RNA 表达水平时,发现了 52 个基因受到显著的差异调控。我们发现了发生改变的典型通路,其中最重要的是 RhoGDI 和 semaphorin 神经元排斥信号转导。功能基因分析显示,促进癫痫发作的肿瘤中,涉及神经元分化和突触发生的功能基因组明显增加:结论:在神经胶质瘤中,尽管患者的人口统计学和其他肿瘤特征相似,但有癫痫发作和无癫痫发作的患者在肿瘤基因表达上存在差异。与神经元发育和突触发生相关的基因表达存在明显差异,最终表明肿瘤-神经元突触在癫痫发作中的机制作用。
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引用次数: 0
Glioblastoma vulnerability to neddylation inhibition is dependent on PTEN status, and dysregulation of the cell cycle and DNA replication. 胶质母细胞瘤对内酰胺酰化抑制的易感性取决于 PTEN 状态以及细胞周期和 DNA 复制的失调。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-06-20 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae104
Brett Taylor, Nanyun Tang, Yue Hao, Matthew Lee, Sen Peng, Rita Bybee, Lauren Hartman, Krystine Garcia-Mansfield, Ritin Sharma, Patrick Pirrotte, Jianhui Ma, Alison D Parisian, Frank Furnari, Harshil D Dhruv, Michael E Berens

Background: Neddylation (NAE) inhibition, affecting posttranslational protein function and turnover, is a promising therapeutic approach to cancer. We report the cytotoxic vulnerability to NAE inhibitors in a subset of glioblastoma (GBM) preclinical models and identify genetic alterations and biological processes underlying differential response.

Methods: GBM DNA sequencing and transcriptomic data were queried for genes associated with response to NAE inhibition; candidates were validated by molecular techniques. Multi-omics and functional assays revealed processes implicated in NAE inhibition response.

Results: Transcriptomics and shotgun proteomics depict PTEN signaling, DNA replication, and DNA repair pathways as significant differentiators between sensitive and resistant models. Vulnerability to MLN4924, a NAE inhibitor, is associated with elevated S-phase populations, DNA re-replication, and DNA damage. In a panel of GBM models, loss of WT PTEN is associated with resistance to different NAE inhibitors. A NAE inhibition response gene set could segregate the GBM cell lines that are most resistant to MLN4924.

Conclusions: Loss of WT PTEN is associated with non-sensitivity to 3 different compounds that inhibit NAE in GBM. A NAE inhibition response gene set largely consisting of DNA replication genes could segregate GBM cell lines most resistant to NAEi and may be the basis for future development of NAE inhibition signatures of vulnerability and clinical trial enrollment within a precision medicine paradigm.

背景:Neddylation(NAE)抑制会影响蛋白质翻译后的功能和周转,是一种很有前景的癌症治疗方法。我们报告了一组胶质母细胞瘤(GBM)临床前模型对NAE抑制剂的细胞毒性脆弱性,并确定了导致不同反应的基因改变和生物过程:方法:对GBM的DNA测序和转录组数据进行查询,寻找与对NAE抑制剂反应相关的基因;通过分子技术验证候选基因。多组学和功能测定揭示了与NAE抑制反应相关的过程:结果:转录组学和散射蛋白质组学显示,PTEN信号转导、DNA复制和DNA修复途径是区分敏感和耐药模型的重要因素。对NAE抑制剂MLN4924的易感性与S期数量增加、DNA复制和DNA损伤有关。在一组GBM模型中,WT PTEN的缺失与对不同NAE抑制剂的耐药性有关。NAE抑制反应基因集可分离出对MLN4924耐药性最强的GBM细胞系:结论:WT PTEN的缺失与GBM细胞对3种抑制NAE的化合物不敏感有关。NAE抑制反应基因集主要由DNA复制基因组成,可分离出对NAEi最耐药的GBM细胞系,这可能是未来开发NAE抑制易感性特征和在精准医疗范例中进行临床试验的基础。
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引用次数: 0
An update on central nervous system tumors in germline replication-repair deficiency syndromes. 生殖系复制修复缺陷综合征中枢神经系统肿瘤的最新进展。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-06-19 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae102
Anirban Das, Ayse Bahar Ercan, Uri Tabori

DNA replication-repair deficiency (RRD) arises from pathogenic variants in the mismatch repair and/or polymerase-proofreading genes. Multiple germline cancer predisposition syndromes in children and young adults, including constitutional mismatch repair deficiency (CMMRD), Lynch, polymerase-proofreading deficiency, and rare digenic syndromes can lead to RRD cancers. The most frequent brain tumors in these children are high-grade gliomas. Embryonal tumors like medulloblastoma have also been described. Lower-grade tumors are reported from cancer surveillance initiatives. The latter has an extremely high rate of malignant transformation. Novel functional assays quantifying the genomic microsatellite indel load have been demonstrated to be highly sensitive and specific for the diagnosis of RRD cancers and children with germline CMMRD. Importantly, RRD brain tumors uniformly harbor high mutation and microsatellite burden. High T-cell infiltration makes these aggressive cancers amenable to immune checkpoint inhibition, irrespective of their germline genetic background. Synergistic combinations are reported to be successful in patients failing checkpoint inhibitor monotherapy. Future directions include the development of innovative approaches to improve immune surveillance for RRD brain cancers. Additionally, the use of novel tools including circulating tumor DNA and quantifying microsatellite indel load over time can be useful to monitor disease burden and treatment responses in patients.

DNA 复制修复缺陷(RRD)是由错配修复和/或聚合酶校对基因中的致病变异引起的。儿童和年轻成人的多种种系癌症易感综合征,包括体质性错配修复缺陷(CMMRD)、林奇(Lynch)、聚合酶校对缺陷和罕见的二基因综合征,都可能导致 RRD 癌症。这些儿童最常见的脑肿瘤是高级别胶质瘤。胚胎肿瘤如髓母细胞瘤也有报道。癌症监测活动报告的肿瘤级别较低。后者的恶性转化率极高。对基因组微卫星不整合负荷进行量化的新型功能测定已被证明对诊断 RRD 癌症和种系 CMMRD 儿童具有高度敏感性和特异性。重要的是,RRD脑肿瘤均具有高突变和微卫星负荷。高T细胞浸润使这些侵袭性癌症适合免疫检查点抑制剂,无论其种系遗传背景如何。据报道,在检查点抑制剂单药治疗失败的患者中,协同组合疗法取得了成功。未来的研究方向包括开发创新方法,改善对 RRD 脑癌的免疫监视。此外,使用新型工具,包括循环肿瘤DNA和量化微卫星随时间变化的不整合负荷,也有助于监测患者的疾病负担和治疗反应。
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引用次数: 0
Germline susceptibility from broad genomic profiling of pediatric brain cancers 从小儿脑癌的广泛基因组剖析中发现种系易感性
Q1 Medicine Pub Date : 2024-06-15 DOI: 10.1093/noajnl/vdae099
Elaine R. Mardis, Samara L Potter, K. Schieffer, Elizabeth A. Varga, Mariam T Mathew, Heather M Costello, G. Wheeler, B. Kelly, Katherine E Miller, Elizabeth A R Garfinkle, Richard K. Wilson, C. Cottrell
Identifying germline predisposition in CNS malignancies is of increasing clinical importance, as it contributes to diagnosis and prognosis, and determines aspects of treatment. Inclusion of germline testing has historically been limited due to challenges surrounding access to genetic counseling, complexity in acquiring a germline comparator specimen, concerns about the impact of findings, or cost considerations. These limitations were further defined by the breadth and scope of clinical testing to precisely identify complex variants as well as concerns regarding the clinical interpretation of variants including those of uncertain significance. In the course of conducting an IRB approved protocol that performed genomic, transcriptomic and methylation-based characterization of pediatric CNS malignancies, we catalogued germline predisposition to cancer based on paired exome capture sequencing, coupled with computational analyses to identify variants in known cancer predisposition genes and to interpret them relative to established clinical guidelines. In certain cases, these findings refined diagnosis or prognosis, or provided important information for treatment planning. We outline our aggregate findings on cancer predisposition within this cohort which identified 16% of individuals (27 of 168) harboring a variant predicting cancer susceptibility and contextualize the impact of these results in terms of treatment-related aspects of precision oncology.
确定中枢神经系统恶性肿瘤的种系易感性在临床上的重要性与日俱增,因为它有助于诊断和预后,并决定治疗的各个方面。由于遗传咨询方面的挑战、获取种系比较标本的复杂性、对检测结果影响的担忧或成本考虑,种系检测的纳入历来受到限制。临床检测的广度和范围进一步确定了这些局限性,以精确识别复杂的变异以及对变异(包括那些意义不确定的变异)的临床解释的担忧。 在实施一项经 IRB 批准的方案,对小儿中枢神经系统恶性肿瘤进行基因组、转录组和甲基化鉴定的过程中,我们根据成对的外显子组捕获测序对癌症的种系易感性进行了编目,并结合计算分析确定了已知癌症易感基因中的变异,并根据既定的临床指南对其进行了解释。 在某些情况下,这些发现完善了诊断或预后,或为治疗计划提供了重要信息。 我们概述了我们在该队列中关于癌症易感性的综合发现,这些发现确定了 16% 的个体(168 人中有 27 人)携带可预测癌症易感性的变异,并从精准肿瘤学治疗相关方面阐述了这些结果的影响。
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引用次数: 0
Phase I and Pharmacodynamic Study of Arsenic Trioxide plus Radiotherapy in Patients with Newly Diagnosed Glioblastoma 新诊断胶质母细胞瘤患者接受三氧化二砷加放疗的 I 期药效学研究
Q1 Medicine Pub Date : 2024-06-13 DOI: 10.1093/noajnl/vdae089
Samuel Ryu, Xiaobu Ye, Jeffrey J. Olson, T. Mikkelsen, Lev Bangiyev, Glenn J Lesser, T. Batchelor, B. Nabors, S. Desideri, T. Walbert, S. Grossman
When Arsenic trioxide (ATO) was combined with radiation for treatment of transplanted murine gliomas in the brain, tumor response improved with disrupted tumor blood flow and survival was significantly prolonged. Total of 31 patients with newly diagnosed glioblastoma were accrued to a multi-institutional, NCI-funded, Phase I study to determine the maximum tolerated dose (MTD) of ATO administered with radiation. Secondary objectives were survival and pharmacodynamic changes in perfusion on magnetic resonance imaging (MRI). Patients (unknown MGMT and IDH status) received ATO either once or twice weekly during radiation without concurrent or adjuvant temozolomide. Median age: 54.9 years, male: 68%, KPS >90: 77%, debulking surgery: 77%. Treatments were well-tolerated: 81% of patients received all the planned ATO doses. Dose-limiting toxicities included elevated liver function tests, hypokalemia, and edema. The MTD on the weekly schedule was 0.4mg/kg and on the biweekly was 0.3mg/kg. The median survival (mOS) for all patients was 17.7 months. Survival on the biweekly schedule (22.8 months) was longer than on the weekly schedule (12.1 months) (P=0.039) as was progression free survival (p=0.004). Similarly, cerebral blood flow was significantly reduced in patients treated on the biweekly schedule (p=0.007). ATO with standard radiation is well tolerated in patients with newly diagnosed glioblastoma. Even without temozolomide or adjuvant therapy, the overall survival of all patients (17.7 months) and especially patients who received biweekly ATO (22.8 months) is surprising and accompanied by pharmacodynamic changes on MRI. Further studies of this regimen are warranted.
当三氧化二砷(ATO)与放射线联合用于治疗脑内移植的小鼠胶质瘤时,肿瘤反应会随着肿瘤血流的中断而改善,存活时间也会明显延长。 共有 31 名新确诊的胶质母细胞瘤患者参加了一项由 NCI 资助、多机构参与的 I 期研究,以确定 ATO 与放射线联合治疗的最大耐受剂量 (MTD)。次要目标是生存率和磁共振成像(MRI)灌注的药效学变化。患者(MGMT和IDH状态未知)在接受放射治疗期间接受ATO治疗,每周一次或两次,不同时使用或辅助使用替莫唑胺。 中位年龄:54.9岁,男性:68%,KPS>90:77%,接受过分期手术:77%:77%.治疗耐受性良好:81%的患者接受了所有计划的ATO剂量。剂量限制性毒性包括肝功能检测升高、低钾血症和水肿。每周一次的MTD为0.4毫克/千克,每两周一次的MTD为0.3毫克/千克。所有患者的中位生存期(mOS)为17.7个月。双周生存期(22.8 个月)长于每周生存期(12.1 个月)(P=0.039),无进展生存期也是如此(P=0.004)。同样,接受双周治疗的患者脑血流量也明显减少(P=0.007)。 新诊断的胶质母细胞瘤患者对 ATO 和标准放射治疗的耐受性良好。即使不使用替莫唑胺或辅助治疗,所有患者的总生存期(17.7 个月),尤其是接受双周 ATO 治疗的患者的总生存期(22.8 个月)也令人惊讶,并且伴随着核磁共振成像的药效学变化。有必要对这一疗法进行进一步研究。
{"title":"Phase I and Pharmacodynamic Study of Arsenic Trioxide plus Radiotherapy in Patients with Newly Diagnosed Glioblastoma","authors":"Samuel Ryu, Xiaobu Ye, Jeffrey J. Olson, T. Mikkelsen, Lev Bangiyev, Glenn J Lesser, T. Batchelor, B. Nabors, S. Desideri, T. Walbert, S. Grossman","doi":"10.1093/noajnl/vdae089","DOIUrl":"https://doi.org/10.1093/noajnl/vdae089","url":null,"abstract":"\u0000 \u0000 \u0000 When Arsenic trioxide (ATO) was combined with radiation for treatment of transplanted murine gliomas in the brain, tumor response improved with disrupted tumor blood flow and survival was significantly prolonged.\u0000 \u0000 \u0000 \u0000 Total of 31 patients with newly diagnosed glioblastoma were accrued to a multi-institutional, NCI-funded, Phase I study to determine the maximum tolerated dose (MTD) of ATO administered with radiation. Secondary objectives were survival and pharmacodynamic changes in perfusion on magnetic resonance imaging (MRI). Patients (unknown MGMT and IDH status) received ATO either once or twice weekly during radiation without concurrent or adjuvant temozolomide.\u0000 \u0000 \u0000 \u0000 Median age: 54.9 years, male: 68%, KPS >90: 77%, debulking surgery: 77%. Treatments were well-tolerated: 81% of patients received all the planned ATO doses. Dose-limiting toxicities included elevated liver function tests, hypokalemia, and edema. The MTD on the weekly schedule was 0.4mg/kg and on the biweekly was 0.3mg/kg. The median survival (mOS) for all patients was 17.7 months. Survival on the biweekly schedule (22.8 months) was longer than on the weekly schedule (12.1 months) (P=0.039) as was progression free survival (p=0.004). Similarly, cerebral blood flow was significantly reduced in patients treated on the biweekly schedule (p=0.007).\u0000 \u0000 \u0000 \u0000 ATO with standard radiation is well tolerated in patients with newly diagnosed glioblastoma. Even without temozolomide or adjuvant therapy, the overall survival of all patients (17.7 months) and especially patients who received biweekly ATO (22.8 months) is surprising and accompanied by pharmacodynamic changes on MRI. Further studies of this regimen are warranted.\u0000","PeriodicalId":94157,"journal":{"name":"Neuro-oncology advances","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141348781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A systematic review of normal tissue neurovascular unit damage following brain irradiation – factors affecting damage severity and timing of effects 脑辐照后正常组织神经血管单元损伤的系统回顾--影响损伤严重程度和影响时间的因素
Q1 Medicine Pub Date : 2024-06-13 DOI: 10.1093/noajnl/vdae098
Annet Nakkazi, Duncan Forster, Gillian A Whitfield, Douglas P Dyer, Ben R Dickie
Radiotherapy is key in the treatment of primary and secondary brain tumours. However, normal tissue is inevitably irradiated, causing toxicity and contributing to cognitive dysfunction. The relative importance of vascular damage to cognitive decline is poorly understood. Here, we systematically review the evidence for radiation-induced damage to the entire neurovascular unit (NVU), particularly focusing on establishing the factors that influence damage severity, and timing and duration of vascular effects relative to effects on neural tissue. Using PubMed and Web of Science, we searched preclinical and clinical literature published between 1st January 1970 and 1st December 2022 and evaluated factors influencing NVU damage severity and timing of NVU effects resulting from ionising radiation. Seventy-two rodent, four canine, one rabbit, and five human studies met inclusion criteria. Radiation increased blood-brain-barrier (BBB) permeability, reduced endothelial cell number and extracellular matrix proteoglycans, reduced tight junction proteins, upregulated cellular adhesion molecule expression, reduced activity of glucose and BBB efflux transporters and activated glial cells. In the brain parenchyma, increased metalloproteinases 2 and 9 levels, demyelination, cell death, and inhibited differentiation were observed. Effects on the vasculature and neural compartment were observed across acute, delayed, and late timepoints, and damage extent was higher with low linear energy transfer (LET) radiation, higher doses, lower dose-rates, broader beams, and in the presence of a tumour. Irradiation of normal brain tissue leads to widespread and varied impacts on the NVU. Data indicates that vascular damage is in most cases an early effect that does not quickly resolve. More studies are needed to confirm sequence of damages, and mechanisms that lead to cognitive dysfunction.
放疗是治疗原发性和继发性脑肿瘤的关键。然而,正常组织不可避免地会受到照射,从而产生毒性并导致认知功能障碍。人们对血管损伤对认知功能下降的相对重要性知之甚少。在此,我们系统地回顾了辐射对整个神经血管单元(NVU)造成损伤的证据,尤其侧重于确定影响损伤严重程度的因素,以及相对于对神经组织的影响而言,血管影响的时间和持续时间。 利用 PubMed 和 Web of Science,我们检索了 1970 年 1 月 1 日至 2022 年 12 月 1 日期间发表的临床前和临床文献,并评估了影响电离辐射导致的神经血管单元损伤严重程度和神经血管单元效应时间的因素。 72项啮齿动物研究、4项犬类研究、1项兔类研究和5项人类研究符合纳入标准。辐射增加了血脑屏障(BBB)的通透性,减少了内皮细胞数量和细胞外基质蛋白多糖,减少了紧密连接蛋白,上调了细胞粘附分子的表达,降低了葡萄糖和 BBB 流出转运体的活性,激活了神经胶质细胞。在脑实质中,观察到金属蛋白酶 2 和 9 水平升高、脱髓鞘、细胞死亡和分化受抑制。在急性、延迟和晚期时间点都观察到了对血管和神经区的影响,低线性能量转移(LET)辐射、高剂量、低剂量率、更宽的光束以及存在肿瘤时,损伤程度更高。 辐照正常脑组织会对无损伤单元产生广泛而多样的影响。数据显示,在大多数情况下,血管损伤是一种早期影响,不会很快消失。需要进行更多的研究,以确认损害的顺序以及导致认知功能障碍的机制。
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引用次数: 0
Clinical Utility of DNA Methylation Profiling for Choroid Plexus Tumors 脉络丛肿瘤 DNA 甲基化分析的临床实用性
Q1 Medicine Pub Date : 2024-06-12 DOI: 10.1093/noajnl/vdae097
K. Yeo, Cassie B Macrae, Bradley Gampel, Jared T Ahrendsen, H. Lidov, Karen D Wright, Susan Chi, Katie Fehnel, Lissa Baird, Jessica Clymer, Kenneth J Aldape, S. Alexandrescu
Choroid plexus tumors (CPTs) are rare, potentially aggressive CNS tumors with defined histologic criteria for grading. In recent years, several patients within our practice have demonstrated discordance between the histologic diagnosis and clinical behavior. DNA methylation profiling has emerged as a potential diagnostic adjunct for aiding the clinical approach. We reviewed the clinical and pathologic data of all CPTs diagnosed at Boston Children’s Hospital from 1995-2023. All cases with available material (38/48) underwent DNA methylation profiling at NIH/NCI, and the classifier results were correlated with the WHO histologic grade and patient outcomes. Survival information was analyzed using Kaplan Meier curves. There was good correlation (11/12, 92%) between methylation class and WHO histologic grade for choroid plexus carcinomas (CPC); one histologic CPC grouped with choroid plexus papilloma (CPP) group pediatric (P). Five CPPs grouped with methylation class CPC (5/17, 29%). In the group of atypical CPPs (n=9), there were two that grouped with methylation class CPC. Survival analysis showed utility of methylation classes in the prediction of biologic behavior. Results indicated that methylation profiling may serve as a valuable tool in the clinical decision-making process for patients with CPTs, providing additional prognostic information compared to WHO histologic grade alone. The value of methylation array analysis is particularly important given the lack of consensus on treatment regimens for CPTs.
脉络丛肿瘤(CPT)是一种罕见的、具有潜在侵袭性的中枢神经系统肿瘤,组织学上有明确的分级标准。近年来,在我们的临床实践中,有几例患者的组织学诊断与临床表现不一致。DNA 甲基化分析已成为辅助临床诊断的潜在辅助手段。 我们回顾了 1995-2023 年波士顿儿童医院诊断的所有 CPT 的临床和病理数据。所有有可用材料的病例(38/48)都在美国国立卫生研究院/国家癌症研究所进行了DNA甲基化分析,分类结果与WHO组织学分级和患者预后相关。采用卡普兰-梅耶曲线分析了生存信息。 脉络丛癌(CPC)的甲基化等级与WHO组织学分级之间存在良好的相关性(11/12,92%);1例组织学CPC与脉络丛乳头状瘤(CPP)组儿科(P)分组。5例CPP属于甲基化类CPC(5/17,29%)。在非典型 CPP 组(9 例)中,有 2 例属于甲基化类别 CPC。生存分析表明,甲基化类别在预测生物学行为方面很有用。 结果表明,甲基化分析可作为 CPT 患者临床决策过程中的一个有价值的工具,提供比单纯 WHO 组织学分级更多的预后信息。鉴于对 CPT 的治疗方案缺乏共识,甲基化阵列分析的价值尤为重要。
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引用次数: 0
NEO212, temozolomide conjugated to NEO100, exerts superior therapeutic activity over temozolomide in preclinical chemoradiation models of glioblastoma. NEO212是与NEO100共轭的替莫唑胺,在胶质母细胞瘤的临床前化学放疗模型中,NEO212的治疗活性优于替莫唑胺。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-06-11 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae095
Radu O Minea, Thu Zan Thein, Zhuoyue Yang, Mihaela Campan, Pamela M Ward, Axel H Schönthal, Thomas C Chen

Background: The chemotherapeutic standard of care for patients with glioblastoma (GB) is radiation therapy (RT) combined with temozolomide (TMZ). However, during the twenty years since its introduction, this so-called Stupp protocol has revealed major drawbacks, because nearly half of all GBs harbor intrinsic treatment resistance mechanisms. Prime among these are the increased expression of the DNA repair protein O6-guanine-DNA methyltransferase (MGMT) and cellular deficiency in DNA mismatch repair (MMR). Patients with such tumors receive very little, if any, benefit from TMZ. We are developing a novel molecule, NEO212 (TMZ conjugated to NEO100), that harbors the potential to overcome these limitations.

Methods: We used mouse models that were orthotopically implanted with GB cell lines or primary, radioresistant human GB stem cells, representing different treatment resistance mechanisms. Animals received NEO212 (or TMZ for comparison) without or with RT. Overall survival was recorded, and histology studies quantified DNA damage, apoptosis, microvessel density, and impact on bone marrow.

Results: In all tumor models, replacing TMZ with NEO212 in a schedule designed to mimic the Stupp protocol achieved a strikingly superior extension of survival, especially in TMZ-resistant and RT-resistant models. While NEO212 displayed pronounced radiation-sensitizing, DNA-damaging, pro-apoptotic, and anti-angiogenic effects in tumor tissue, it did not cause bone marrow toxicity.

Conclusions: NEO212 is a candidate drug to potentially replace TMZ within the standard Stupp protocol. It has the potential to become the first chemotherapeutic agent to significantly extend overall survival in TMZ-resistant patients when combined with radiation.

背景:胶质母细胞瘤(GB)患者的化疗标准是放疗(RT)联合替莫唑胺(TMZ)。然而,这种所谓的 "Stupp 方案 "自问世以来的二十年间已暴露出重大缺陷,因为近一半的胶质母细胞瘤存在内在的治疗耐药机制。其中最主要的是 DNA 修复蛋白 O6-鸟嘌呤-DNA 甲基转移酶(MGMT)的表达增加和细胞缺乏 DNA 错配修复(MMR)。此类肿瘤患者从 TMZ 中获益甚微。我们正在开发一种新型分子NEO212(TMZ与NEO100共轭),它有可能克服这些局限性:方法:我们使用小鼠模型,将代表不同耐药机制的GB细胞系或原代放射耐药人类GB干细胞进行正位植入。动物在不接受或接受 RT 的情况下接受 NEO212(或 TMZ 作为对比)治疗。记录总存活率,组织学研究对DNA损伤、细胞凋亡、微血管密度和对骨髓的影响进行量化:结果:在所有肿瘤模型中,用NEO212替代TMZ,并按照模仿Stupp方案设计的时间表延长生存期,效果显著,尤其是在TMZ耐药和RT耐药模型中。虽然NEO212在肿瘤组织中显示出明显的辐射敏感性、DNA损伤、促凋亡和抗血管生成作用,但它不会引起骨髓毒性:NEO212是一种候选药物,有可能取代标准Stupp方案中的TMZ。结论:NEO212是一种候选药物,有可能取代标准Stupp方案中的TMZ,它有可能成为第一种化疗药物,在与放射治疗联合使用时,可显著延长TMZ耐药患者的总生存期。
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引用次数: 0
Advancing Precision Prognostication in Neuro-Oncology: Machine Learning Models for Data-Driven Personalized Survival Predictions in IDH-Wildtype Glioblastoma 推进神经肿瘤学的精准诊断:用于 IDH 野生型胶质母细胞瘤数据驱动的个性化生存预测的机器学习模型
Q1 Medicine Pub Date : 2024-06-11 DOI: 10.1093/noajnl/vdae096
Mert Karabacak, Pemla Jagtiani, L. Di, Ashish H Shah, Ricardo J Komotar, Konstantinos Margetis
Glioblastoma (GBM) remains associated with a dismal prognosis despite standard therapies. While population-level survival statistics are established, generating individualized prognosis remains challenging. We aim to develop machine learning (ML) models that generate personalized survival predictions for GBM patients to enhance prognostication. Adult patients with histologically confirmed IDH-wildtype GBM from the National Cancer Database (NCDB) were analyzed. ML models were developed with TabPFN, TabNet, XGBoost, LightGBM, and Random Forest algorithms to predict mortality at 6, 12, 18, and 24 months post-diagnosis. SHapley Additive exPlanations (SHAP) were employed to enhance the interpretability of the models. Models were primarily evaluated using the area under the receiver operating characteristic (AUROC) values, and the top-performing models indicated by the highest AUROCs for each outcome were deployed in a web application that was created for individualized predictions. A total of 7,537 patients were retrieved from the NCDB. Performance evaluation revealed the top-performing models for each outcome were built using the TabPFN algorithm. The TabPFN models yielded mean AUROCs of 0.836, 0.78, 0.732, and 0.724 in predicting 6-, 12-, 18-, and 24-month mortality, respectively. This study establishes ML models tailored to individual patients to enhance GBM prognostication. Future work should focus on external validation and dynamic updating as new data emerge.
尽管采用了标准疗法,但胶质母细胞瘤(GBM)的预后仍然不容乐观。虽然已建立了人群生存统计数据,但生成个体化预后仍具有挑战性。我们的目标是开发机器学习(ML)模型,为 GBM 患者生成个性化的生存预测,以提高预后效果。 我们分析了国家癌症数据库(NCDB)中组织学确诊的IDH-野生型GBM成人患者。使用 TabPFN、TabNet、XGBoost、LightGBM 和随机森林算法开发了 ML 模型,用于预测诊断后 6、12、18 和 24 个月的死亡率。为了提高模型的可解释性,采用了 SHapley Additive exPlanations (SHAP) 算法。模型主要使用接收者操作特征下面积(AUROC)值进行评估,每个结果的 AUROC 值最高的表现最佳的模型将被部署到为个性化预测而创建的网络应用程序中。 从 NCDB 共检索到 7537 名患者。性能评估显示,每个结果的最高性能模型都是使用 TabPFN 算法建立的。TabPFN 模型预测 6 个月、12 个月、18 个月和 24 个月死亡率的平均 AUROC 分别为 0.836、0.78、0.732 和 0.724。 本研究建立了针对个体患者的 ML 模型,以加强对 GBM 预后的预测。未来的工作应侧重于外部验证和新数据出现时的动态更新。
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引用次数: 0
Advanced diffusion imaging reveals microstructural characteristics of primary CNS lymphoma, allowing differentiation from glioblastoma 先进的弥散成像技术揭示了原发性中枢神经系统淋巴瘤的微观结构特征,可将其与胶质母细胞瘤区分开来
Q1 Medicine Pub Date : 2024-06-08 DOI: 10.1093/noajnl/vdae093
U. Würtemberger, M. Diebold, A. Rau, Veysel Akgün, L. Becker, J. Beck, P. Reinacher, Christian A Taschner, Marco Reisert, Luca Fehrenbacher, D. Erny, Florian Scherer, M. Hohenhaus, H. Urbach, T. Demerath
Primary CNS lymphoma (PCNSL) and glioblastoma (GBM) both represent frequent intracranial malignancies with differing clinical management. However, distinguishing PCNSL from GBM with conventional MRI can be challenging when atypical imaging features are present. We employed advanced dMRI for non-invasive characterization of the microstructure of PCNSL and differentiation from GBM as the most frequent primary brain malignancy. Multiple dMRI metrics including DTI, NODDI and DMI were extracted from the contrast-enhancing tumor component in 10 PCNSL and 10 age-matched GBM on 3T MRI. Imaging findings were correlated with cell density and axonal markers obtained from histopathology. We found significantly increased intraaxonal volume fractions (V-intra, ICVF) and microFA in PCNSL compared to GBM (all p<0.001). In contrast, mean (MD) and axial diffusivity (aD), and microADC (all p<0.001), and also free water fractions (V-CSF, V-ISO) were significantly lower in PCNSL (all p<0.01). ROC analysis revealed high predictive values regarding the presence of a PCNSL for MD, aD, microADC, V-intra, ICVF, microFA, V-CSF and V-ISO (AUC in all >0.840, highest for MD and ICVF with an AUC of 0.960). Comparative histopathology between PCNSL and GBM revealed a significantly increased cell density in PCNSL and the presence of axonal remnants in a higher proportion of samples. Advanced diffusion imaging enables the characterization of the microstructure of PCNSL and reliably distinguishes PCNSL from GBM. Both imaging and histopathology revealed a relatively increased cell density and a preserved axonal microstructure in PCNSL.
原发性中枢神经系统淋巴瘤(PCNSL)和胶质母细胞瘤(GBM)都是常见的颅内恶性肿瘤,临床治疗方法各不相同。然而,当出现非典型成像特征时,用传统磁共振成像技术将 PCNSL 与 GBM 区分开来可能具有挑战性。我们采用先进的 dMRI 对 PCNSL 的微观结构进行无创鉴定,并将其与最常见的原发性脑恶性肿瘤 GBM 区分开来。 在 3T 磁共振成像上,我们从 10 个 PCNSL 和 10 个年龄匹配的 GBM 的对比增强肿瘤成分中提取了多种 dMRI 指标,包括 DTI、NODDI 和 DMI。成像结果与组织病理学获得的细胞密度和轴突标记相关。 我们发现,与 GBM 相比,PCNSL 的轴突内体积分数(V-intra,ICVF)和微FA 明显增加(均 p0.840,MD 和 ICVF 最高,AUC 为 0.960)。PCNSL 和 GBM 的组织病理学比较显示,PCNSL 的细胞密度明显增加,且更高比例的样本中存在轴突残余。 先进的弥散成像技术可确定 PCNSL 的微观结构特征,并可靠地区分 PCNSL 和 GBM。成像和组织病理学均显示 PCNSL 的细胞密度相对增高,轴突微结构保留。
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引用次数: 0
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Neuro-oncology advances
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