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Fusion transcriptome landscape in glioblastoma: Incidence and therapeutic implications. 胶质母细胞瘤的融合转录组景观:发病率和治疗意义。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-13 eCollection Date: 2026-01-01 DOI: 10.1093/noajnl/vdaf238
Sonikpreet Aulakh, Joanne Xiu, Shawn Kothari, Soma Sengupta, Negar Sadeghipour, Michael Glantz, Manmeet S Ahluwalia, Theodore Nicolaides, Mark R Gilbert

Background: Glioblastoma (GBM) lacks effective therapies for recurrent disease. Unlike cancers with successful fusion-targeted treatments (eg BCR-ABL1 in CML), the incidence and therapeutic potential of gene fusions in GBM remain unclear. We analyzed a large genomic database to define fusion frequency and molecular associations.

Methods: 4800 IDH-wildtype GBM samples (WHO 2021) underwent NextGen DNA sequencing (592-gene panel/whole exome) and Whole Transcriptome Sequencing for fusions at Caris Life Sciences. Fisher-Exact/Chi-Square tests, adjusted by Benjamini-Hochberg (q < 0.05), assessed significance.

Results: Pathogenic fusions occurred in 428 (8.9%) samples, primarily FGFR3 (37%, n = 159; FGFR3: TACC3, n = 134), MET (21%, n = 92), and EGFR (20%, n = 87). Pathogenic or likely pathogenic fusions included NTRK2 (n = 27), PDGFRA (n = 23), ROS1 (n = 14), and BRAF (n = 10). Fusion-positive tumors had higher MET (7.5% vs. 0.7%), FGFR3 (5% vs. 0.2%), CDK4 (17% vs. 11%), and MDM2 (12% vs. 7.5%) amplifications, but lower EGFR mutations (6.1% vs. 18%), amplifications (6.1% vs. 18%), and EGFRvIII (11.9% vs. 22.5%) (all q < 0.05). Median survival was 16.6 months (fusion-positive) vs. 15.5 months (fusion-negative) (P = 0.043). Tyrosine kinase inhibitor (TKI)-treated fusion-positive patients (n = 37) showed no significant survival benefit (18.4 vs. 16.5 months, P = .971).

Conclusions: Approximately 9% of GBMs harbor targetable fusions, with five genes (FGFR3, MET, EGFR, NTRK2, PDGFRA) comprising 8%. These findings support multi-arm clinical trials to evaluate targeted therapies, potentially improving outcomes for molecularly defined GBM subgroups.

背景:胶质母细胞瘤(GBM)缺乏有效的治疗复发性疾病。与成功融合靶向治疗的癌症(如CML中的BCR-ABL1)不同,基因融合在GBM中的发病率和治疗潜力尚不清楚。我们分析了一个大型基因组数据库来定义融合频率和分子关联。方法:4800份idh野生型GBM样本(WHO 2021)在Caris生命科学公司进行NextGen DNA测序(592个基因组/全外显子组)和全转录组测序进行融合。结果:致病性融合发生在428例(8.9%)样本中,主要是FGFR3 (37%, n = 159; FGFR3: TACC3, n = 134), MET (21%, n = 92)和EGFR (20%, n = 87)。致病性或可能致病性融合包括NTRK2 (n = 27)、PDGFRA (n = 23)、ROS1 (n = 14)和BRAF (n = 10)。融合阳性肿瘤具有较高的MET(7.5%比0.7%)、FGFR3(5%比0.2%)、CDK4(17%比11%)和MDM2(12%比7.5%)扩增,但较低的EGFR突变(6.1%比18%)、扩增(6.1%比18%)和EGFRvIII(11.9%比22.5%)(所有q P = 0.043)。酪氨酸激酶抑制剂(TKI)治疗的融合阳性患者(n = 37)没有显著的生存获益(18.4个月vs 16.5个月,P = .971)。结论:大约9%的GBMs含有靶向融合,其中5个基因(FGFR3、MET、EGFR、NTRK2、PDGFRA)占8%。这些发现支持多组临床试验来评估靶向治疗,可能改善分子定义的GBM亚组的预后。
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引用次数: 0
Seizure outcomes as an understudied metric in glioma clinical trials: A review of the ClinicalTrials.gov database. 在神经胶质瘤临床试验中,癫痫发作结局作为一个未充分研究的指标:对ClinicalTrials.gov数据库的回顾。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-12 eCollection Date: 2026-01-01 DOI: 10.1093/noajnl/vdaf237
Hannah Haile, Nathan A Shlobin, Arjun R Adapa, Sandra Leskinen, Peter Canoll, Catherine Schevon, Guy M McKhann, Brian J A Gill

Abstract: BackgroundSeizures are a common and disabling symptom of adult-type diffuse gliomas, affecting quality of life and potentially influencing tumor progression. Despite their clinical significance, seizure outcomes are often underreported or heterogeneously measured in clinical trials.

Objective: To assess how seizure outcomes are reported in clinical trials for adult-type diffuse glioma.

Methods: We systematically reviewed glioma clinical trials initiated after January 1, 2010, through June 16, 2025, on ClinicalTrials.gov that included seizure-related outcomes. Each trial was manually screened to characterize how seizures were defined, measured, and categorized.

Results: Of 2,801 clinical trials identified, 65 (2.3%) included seizure-related outcomes. Among these, 20 designated seizures as a primary outcome, though many grouped them within broader safety endpoints. Seizures were often listed as secondary outcomes (n = 23), adverse events (n = 11), or within quality-of-life assessments (n = 8). Reporting was highly variable; many trials used binary metrics. As few as 9 trials systematically assessed seizures using International League Against Epilepsy (ILAE) guidelines for seizure tracking (eg seizure diaries or structured EEG evaluation), and only 7 reported outcomes with standardized scales such as the ILAE outcome classification or the Engel classification, with rare use of newer tools such as the Seizure Control Composite Index.

Conclusions: Despite their clinical significance, seizure outcomes are rarely and heterogeneously reported in clinical trials for adult-type diffuse gliomas. Incorporating standardized, seizure-specific endpoints may better align glioma research with patient-centered and disease-specific outcomes.

摘要:癫痫发作是成人型弥漫性胶质瘤常见的致残症状,影响患者的生活质量,并可能影响肿瘤进展。尽管具有临床意义,但癫痫发作的结果在临床试验中往往被低估或测量不均匀。目的:评估成人型弥漫性胶质瘤临床试验中癫痫发作结果的报告。方法:我们系统地回顾了2010年1月1日至2025年6月16日在ClinicalTrials.gov上开展的胶质瘤临床试验,包括癫痫相关的结果。每个试验都是人工筛选的,以确定癫痫发作是如何定义、测量和分类的。结果:在2801项临床试验中,65项(2.3%)包括癫痫相关结果。其中,20例癫痫发作被指定为主要结果,尽管许多人将其归为更广泛的安全终点。癫痫发作通常被列为次要结局(n = 23)、不良事件(n = 11)或生活质量评估(n = 8)。报告变化很大;许多试验使用二元指标。只有9项试验使用国际抗癫痫联盟(ILAE)癫痫发作追踪指南(如癫痫发作日记或结构化脑电图评估)系统评估癫痫发作,只有7项试验报告了标准化量表(如ILAE结果分类或Engel分类)的结果,很少使用较新的工具(如癫痫发作控制综合指数)。结论:尽管具有临床意义,但在成人型弥漫性胶质瘤的临床试验中,癫痫发作的结果很少且不均匀。纳入标准化的、癫痫特异性的终点可以更好地将胶质瘤研究与以患者为中心和疾病特异性的结果结合起来。
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引用次数: 0
Desmoplastic infantile ganglioglioma/astrocytoma: Expanding the molecular and morphological spectrum with a novel BRAF fusion. 结缔组织增生婴儿神经节胶质瘤/星形细胞瘤:用一种新的BRAF融合扩大分子和形态谱。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-09 eCollection Date: 2026-01-01 DOI: 10.1093/noajnl/vdaf224
Ibrahim Kulac, Cisel Aydin Mericoz, Berrin Babaoglu, Figen Soylemezoglu

Background: Desmoplastic infantile ganglioglioma/astrocytoma (DIG/DIA) is a rare, low-grade tumor of infants. They are usually composed of a mixed astrocytic and neuronal component with desmoplastic stroma and embryonal-looking areas. Despite some recent reports, clinical, morphological and molecular features of DIG/DIAs are still not well characterized. Here, we present a series of 8 DIG/DIA cases.

Methods: Hacettepe University and Koc University Hospital, Departments of Pathology, databases were screened for DIG/DIA. Eight patients were identified. All the slides were reevaluated, and patients' clinical data were obtained. All cases were tested for BRAF V600 mutation and 3 BRAF V600 wild-type cases were sequenced.

Results: Median age at the diagnosis was 5.5 months (4-30 months). The female to male ratio was 6:2. Two cases recurred. Four cases showed BRAF p. V600 mutation. Of those BRAF p. V600 wild-type cases, one harbored TMEM106B::BRAF fusion, described for the first time in a DIG/DIA case.

Conclusions: DIG/DIA is a low-grade tumor seen in early childhood and characterized by an indolent clinical course. The most common molecular signature of these tumors is BRAF alterations, including rearrangements. The primary differential diagnosis is infant-type hemispheric glioma and given the similarities, pathologists must remain careful to ensure accurate diagnosis.

背景:婴儿神经胶质瘤/星形细胞瘤(DIG/DIA)是一种罕见的婴儿低级别肿瘤。它们通常由星形细胞和神经元成分混合组成,伴有结缔组织间质和胚胎样区域。尽管最近有一些报道,但DIG/DIAs的临床、形态学和分子特征仍未得到很好的表征。在这里,我们报告了8例DIG/DIA病例。方法:对Hacettepe大学和Koc大学附属医院病理科数据库进行DIG/DIA筛查。确定了8例患者。所有的切片重新评估,并获得患者的临床资料。对所有病例进行BRAF V600突变检测,并对3例BRAF V600野生型病例进行测序。结果:诊断时中位年龄为5.5个月(4-30个月)。男女比例为6:2。2例复发。4例出现BRAF p. V600突变。在这些BRAF p. V600野生型病例中,1例携带TMEM106B::BRAF融合,这是DIG/DIA病例中首次描述。结论:DIG/DIA是一种发生于儿童早期的低级别肿瘤,临床表现为惰性。这些肿瘤最常见的分子特征是BRAF改变,包括重排。主要鉴别诊断为婴儿型半球胶质瘤,鉴于其相似性,病理学家必须保持谨慎,以确保准确的诊断。
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引用次数: 0
Combination tumors of the nervous system: A single-center analysis of a rare condition and comprehensive review of the literature. 神经系统合并肿瘤:一种罕见疾病的单中心分析和文献综述。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-04 eCollection Date: 2025-01-01 DOI: 10.1093/noajnl/vdaf225
Jan Teuber, Abigail K Suwala, David Reuss, Gerhard Jungwirth, Christopher Beynon, Moritz Scherer, Andreas Unterberg, Christine Jungk

Background: With less than 650 published cases, combination tumors of the nervous system, that is, two locally intertwined but histologically distinct tumor entities, pose a rare constellation, its clinical relevance still being a matter of debate.

Methods: A consecutive cohort of 2530 patients operated on meningioma or hemangioblastoma between 2009 and 2021 was retrospectively screened for concomitant neoplastic disease to identify cases of combination tumors. Additionally, all available literature published between 1930 and 2021 was compiled in a comprehensive review.

Results: Our cohort comprised 144 cases of patients with concomitant neoplastic disease and among those 10 instances of combination tumors. Another instance occurred after our screening period. Benign entities were meningiomas, but no hemangioblastoma. Contributing tumors were adenocarcinomas, lymphoma, glioblastoma, pituitary neuroendocrine tumors, and neurinoma. Patients' age ranged from 41 to 81 years with a slight preference for females. Identification of concomitant neoplasia was first achieved due to the combination tumor in about half of our cases. For the rest, median latency until manifestation of the combination tumor was 9 years. The odds ratio for a combination tumor was 17.6 for meningioma patients with known concomitant neoplasia, but it was preoperatively suspected in 18.2% of cases only.

Conclusion: Presenting one of the largest clinical series, we provide evidence that known concomitant neoplasia in patients with suspected meningioma should make clinicians consider a combination tumor. Confirmation may lead to therapeutic consequences, largely contributing to long-term prognosis. Furthermore, we present the most extensive literature review on the matter to date.

背景:已发表病例不足650例,神经系统合并肿瘤,即两种局部交织但组织学上不同的肿瘤实体,构成了一个罕见的集群,其临床相关性仍存在争议。方法:对2009年至2021年期间接受脑膜瘤或血管母细胞瘤手术的2530例患者进行回顾性筛查,以确定合并肿瘤病例。此外,对1930年至2021年间发表的所有可用文献进行了综合综述。结果:我们的队列包括144例合并肿瘤疾病的患者,其中10例合并肿瘤。另一个案例发生在我们的筛选期之后。良性实体为脑膜瘤,未见血管母细胞瘤。主要肿瘤包括腺癌、淋巴瘤、胶质母细胞瘤、垂体神经内分泌肿瘤和神经瘤。患者年龄在41 ~ 81岁之间,以女性居多。在我们的病例中,大约一半的合并肿瘤首先被诊断为伴发性肿瘤。其余患者中位潜伏期为9年,直至合并肿瘤出现。已知合并肿瘤的脑膜瘤患者合并肿瘤的优势比为17.6,但术前仅18.2%的病例怀疑合并肿瘤。结论:通过最大的临床系列之一,我们提供的证据表明,疑似脑膜瘤患者的已知伴发瘤应使临床医生考虑合并肿瘤。确认可能导致治疗结果,在很大程度上有助于长期预后。此外,我们提出了迄今为止最广泛的文献综述。
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引用次数: 0
Time matters: The prognostic impact of diagnostic delay on survival in primary central nervous system lymphoma-a single-center, retrospective real-world study. 时间问题:诊断延迟对原发性中枢神经系统淋巴瘤生存的预后影响-一项单中心,回顾性现实世界研究。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2025-10-27 eCollection Date: 2026-01-01 DOI: 10.1093/noajnl/vdaf234
Louisa Lehner, Louisa von Baumgarten, Jonas Reis, Aamna Khan, Kim-Fabienne Degmayr, Benjamin Englert, Andreas Straube, Martin Dreyling, Veit Stöcklein, Patrick N Harter, Niklas Thon, Stefanie Quach, Katharina J Müller

Abstract: BackgroundPrimary central nervous system lymphoma (PCNSL) is a rare and aggressive malignancy that frequently mimics other central nervous system (CNS) diseases, leading to diagnostic delays. Given its often nonspecific radiological presentation, PCNSL remains a diagnostic challenge, however early diagnosis and timely initiation of treatment are critical. This study aimed to evaluate diagnostic timelines and their influencing factors, treatment patterns, and their impact on survival in patients with PCNSL.

Methods: We retrospectively analyzed 125 patients diagnosed with PCNSL at a single tertiary care referral center between 2008 and 2021. Clinical, radiological, and histopathological data were collected to assess factors influencing diagnostic delay, treatment decisions, and patient outcomes.

Results: The median age at diagnosis was 68 years (21-89) and median Karnofsky Performance Status (KPS) was 70% (10-100). The median time from initial clinical symptom to histopathologically confirmed diagnosis was 37 days (4-749). The median time from first neuroimaging to confirmed diagnosis was 12 days (2-225). A shorter diagnostic interval (≤ 12 days) was associated with significantly improved overall survival and progression-free survival (PFS) (P < .05). In a multivariate Cox proportional hazards model, predictors of OS were KPS ≥70% (P < .003), preserved renal function (GFR > 60 mL/min, P < .027), and MTX-based chemotherapy (P < .001). Further, diagnostic delay (>12 days) emerged as an independent predictor of PFS (P < .024).

Conclusion: Our study underscores the prognostic impact of diagnostic delay in PCNSL. Renal function and KPS emerged as independent OS markers. MTX-based chemotherapy remains the standard of care, with autologous hematopoietic stem cell transplantation providing best survival outcomes in eligible patients.

摘要:原发性中枢神经系统淋巴瘤(PCNSL)是一种罕见的侵袭性恶性肿瘤,常与其他中枢神经系统(CNS)疾病相似,导致诊断延迟。鉴于其通常非特异性的放射表现,PCNSL仍然是一个诊断挑战,但早期诊断和及时开始治疗至关重要。本研究旨在评估PCNSL患者的诊断时间表及其影响因素、治疗模式及其对生存的影响。方法:我们回顾性分析了2008年至2021年间在单一三级保健转诊中心诊断为PCNSL的125例患者。收集临床、放射学和组织病理学数据,以评估影响诊断延迟、治疗决策和患者预后的因素。结果:诊断时中位年龄为68岁(21-89岁),中位Karnofsky Performance Status (KPS)为70%(10-100)。从最初的临床症状到组织病理学确诊的中位时间为37天(4-749)。从首次神经影像学到确诊的中位时间为12天(2-225)。较短的诊断间隔(≤12天)与显著改善的总生存期和无进展生存期(PFS)相关(pp60 mL/min, pp12天)成为PFS的独立预测因子(P结论:我们的研究强调了PCNSL诊断延迟的预后影响。肾功能和KPS成为独立的OS指标。基于mtx的化疗仍然是标准的治疗,自体造血干细胞移植为符合条件的患者提供了最佳的生存结果。
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引用次数: 0
Combined subtotal resection and stereotactic radiosurgery for large vestibular schwannomas: A systematic review and meta-analysis. 大前庭神经鞘瘤的次全切除和立体定向放射外科联合治疗:系统回顾和荟萃分析。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2025-10-25 eCollection Date: 2025-01-01 DOI: 10.1093/noajnl/vdaf199
Shahin Naghizadeh, Maryam Zohrabi-Fard, Amir-Ahmad Keramati, Fatemeh Jafari, Kaveh Oraii Yazdani, Alireza Zali, Saeed Oraee-Yazdani

Background: Large vestibular schwannomas (VSs), particularly Koos grade III-IV, often require a balance between tumor control and cranial nerve preservation. This meta-analysis evaluates outcomes of planned subtotal or near-total resection (STR/NTR) followed by stereotactic radiosurgery (SRS) and explores prognostic factors.

Methods: Following PRISMA guidelines, a systematic review was conducted across four databases for studies published from January 2017 to January 2025, reporting outcomes of STR/NTR followed by SRS in large VSs. Pooled proportions for tumor control, facial nerve preservation (House-Brackmann grade I-II), and hearing preservation (Gardner-Robertson class I-II) were calculated using random-effects models. Heterogeneity, publication bias, and risk of bias were assessed. Meta-regression evaluated the impact of preoperative cranial nerve function and tumor characteristics.

Results: Fourteen studies encompassing 934 patients were included. The pooled tumor control rate was 80%, with facial nerve function preserved in 85% and serviceable hearing in 43%. Meta-regression indicated that better preoperative HB and GR scores were significantly associated with superior outcomes (P < .05), while cystic tumor morphology correlated with reduced tumor control following SRS (P < .05). Compared to prior meta-analyses of gross-total resection (GTR), the combined STR/NTR plus SRS approach demonstrated superior nerve preservation and functional outcomes.

Conclusions: STR/NTR followed by SRS is an effective treatment for large VSs, optimizing tumor control while enhancing facial nerve and hearing preservation compared to GTR alone. Patients with favorable preoperative function benefit most. Cystic tumors may require closer follow-up due to increased recurrence risk.

背景:大型前庭神经鞘瘤(VSs),特别是Koos III-IV级,通常需要在肿瘤控制和脑神经保护之间取得平衡。本荟萃分析评估了计划的小全切除或近全切除(STR/NTR)后立体定向放射手术(SRS)的结果,并探讨了预后因素。方法:根据PRISMA指南,对2017年1月至2025年1月期间发表的4个数据库的研究进行了系统评价,报告了大型VSs STR/NTR后SRS的结果。使用随机效应模型计算肿瘤控制、面神经保存(House-Brackmann分级I-II)和听力保存(Gardner-Robertson分级I-II)的合并比例。评估异质性、发表偏倚和偏倚风险。meta回归评估术前脑神经功能和肿瘤特征的影响。结果:纳入14项研究,共934例患者。合并肿瘤控制率为80%,面神经功能保留率为85%,听力恢复率为43%。荟萃回归显示,术前HB和GR评分较好与预后显著相关(P P)。结论:STR/NTR联合SRS是大VSs的有效治疗方法,与单独GTR相比,可优化肿瘤控制,同时增强面神经和听力保护。术前功能良好的患者获益最多。囊性肿瘤可能需要更密切的随访,因为复发风险增加。
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引用次数: 0
DIAPH3 is upregulated in high-grade gliomas and linked to chromosomal instability. 在高级别胶质瘤中,膜片3表达上调,并与染色体不稳定性有关。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2025-10-24 eCollection Date: 2025-01-01 DOI: 10.1093/noajnl/vdaf233
Caren Jabbour, Mathilde Beka, Philippe Gailly, Nicolas Tajeddine

Abstract: BackgroundDiaphanous-related formin 3 (DIAPH3) is a member of the formin family, a group of proteins that regulate actin and microtubule dynamics. During mitosis, DIAPH3 localizes specifically to the centrosome. Its loss destabilizes microtubules and disrupts mitotic spindle polarity, leading to multipolar mitoses and abnormal chromosome segregation, which ultimately causes aneuploidy in daughter cells.

Methods: We investigated DIAPH3 expression in glioma samples-including low-grade and high-grade gliomas-using publicly available datasets (The Cancer Genome Atlas and a single-cell RNA-seq study). We also explored the impact of DIAPH3 expression on aneuploidy in cultured glioblastoma cells.

Results: DIAPH3 expression was specifically increased in grade 4 gliomas. However, its prognostic value did not surpass that of the WHO CNS5 glioma classification. DIAPH3 was predominantly expressed in mitotic cells and showed strong coexpression with genes involved in cell division, particularly those regulating mitotic progression and chromosome segregation. Several transcription factors known to drive proliferation and cancer progression may regulate DIAPH3 expression. In glioblastoma cell lines, we confirmed that DIAPH3 is upregulated during mitosis and that its knockdown increases aneuploidy.

Conclusions: These findings confirm the role of DIAPH3 in chromosome segregation in clinical glioma samples and demonstrate its association with high-grade, poor-prognosis gliomas.

摘要:蝶状体相关的双胍蛋白3 (DIAPH3)是双胍蛋白家族的一员,是一组调节肌动蛋白和微管动力学的蛋白。在有丝分裂过程中,膜片特异地定位于中心体。它的缺失破坏了微管的稳定性,破坏了有丝分裂纺锤体极性,导致多极有丝分裂和染色体分离异常,最终导致子细胞的非整倍性。方法:我们使用公开的数据集(癌症基因组图谱和单细胞RNA-seq研究)研究了膜片3在胶质瘤样本中的表达,包括低级别和高级别胶质瘤。我们还探讨了膜片3表达对培养胶质母细胞瘤细胞非整倍体的影响。结果:4级胶质瘤特异性表达膜片3。然而,其预后价值并没有超过WHO CNS5胶质瘤分类。膜片3主要在有丝分裂细胞中表达,并与参与细胞分裂的基因,特别是调节有丝分裂进程和染色体分离的基因表现出强烈的共表达。一些已知的驱动增殖和癌症进展的转录因子可能调节DIAPH3的表达。在胶质母细胞瘤细胞系中,我们证实了在有丝分裂过程中,DIAPH3表达上调,其下调会增加非整倍体。结论:这些发现证实了在临床胶质瘤样本中,膜片3在染色体分离中的作用,并证明了它与高级别、预后差的胶质瘤的关联。
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引用次数: 0
Limited evidence of pseudoprogression following immune checkpoint inhibitor (ICI) therapy in glioblastoma. 免疫检查点抑制剂(ICI)治疗胶质母细胞瘤后假性进展的有限证据。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2025-10-24 eCollection Date: 2026-01-01 DOI: 10.1093/noajnl/vdaf232
John Y Rhee, Juan Pablo Ospina Botero, Thomas Nelson, Kun Wei Song, Michael W Parsons, Elizabeth R Gerstner, Jorg Dietrich

"Pseudoprogression" following immune checkpoint inhibitors (ICI) in glioblastoma is often considered in case of radiographic progression. To better characterize the frequency of this phenomenon in glioblastoma, we reviewed the imaging response characteristics of a total of 55 patients treated with ICI in the setting of recurrent (n = 45) or newly diagnosed (n = 10) disease. There was no evidence of pseudoprogression related to ICI-monotherapy in the entire cohort.

免疫检查点抑制剂(ICI)后胶质母细胞瘤的“假进展”通常被认为是放射学进展的情况。为了更好地表征这种现象在胶质母细胞瘤中的频率,我们回顾了55例复发(n = 45)或新诊断(n = 10)疾病中接受ICI治疗的患者的影像学反应特征。在整个队列中没有与ici单药治疗相关的假性进展的证据。
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引用次数: 0
Unsupervised learning of metabolic fingerprints from 3D magnetic resonance spectroscopic imaging enables glioma subtype classification. 从三维磁共振光谱成像的代谢指纹的无监督学习使胶质瘤亚型分类。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2025-10-23 eCollection Date: 2025-01-01 DOI: 10.1093/noajnl/vdaf220
Gulnur S Ungan, Paul J Weiser, Jorg Dietrich, Daniel Cahill, Ovidiu C Andronesi

Background: Accurate classification of glioma subtypes is essential for personalized treatment, yet current diagnostic approaches rely on invasive procedures to determine molecular profiles. This study aims to enhance non-invasive glioma classification by integrating metabolic imaging with advanced unsupervised learning.

Methods: Whole-brain 3D Magnetic Resonance Spectroscopic Imaging (MRSI) was performed at 3 Tesla. From 26 scanned patients, 12 gliomas (5 astrocytomas, 5 oligodendrogliomas, 2 glioblastomas) that passed strict quality-control criteria were included for analysis. Spectral decomposition was performed using Global Non-Negative Matrix Underapproximation (G-NMU), and tumor subtype classification was achieved with Uniform Manifold Approximation and Projection (UMAP) followed by K-means clustering.

Results: The proposed framework was able to classify tumor types with an accuracy of 99.65% and an AUC of 99.07. Clear subtype-specific metabolic fingerprints were validated by hierarchical clustering and UMAP embeddings, emphasizing 2HG, serine, and inositol as important classification drivers.

Conclusions: This study demonstrates that whole-brain MRSI spectral decomposition based on G-NMU is a reliable non-invasive method for classifying gliomas. In contrast to spectral fitting on prior-knowledge basis sets, G-NMU accurately separates astrocytoma, oligodendroglioma, and glioblastoma by extracting metabolic features without making assumptions about the tumor metabolic composition. These results suggest that integration of metabolic imaging and unsupervised learning into clinical workflows may improve molecular stratification for noninvasive glioma diagnosis.

背景:胶质瘤亚型的准确分类对于个性化治疗至关重要,但目前的诊断方法依赖于侵入性手术来确定分子谱。本研究旨在通过结合代谢成像和高级无监督学习来增强非侵入性胶质瘤的分类。方法:采用3特斯拉全脑三维磁共振波谱成像(MRSI)。从26例扫描患者中,通过严格质量控制标准的12例胶质瘤(5例星形细胞瘤,5例少突胶质细胞瘤,2例胶质母细胞瘤)纳入分析。使用全局非负矩阵欠逼近(G-NMU)进行谱分解,使用均匀流形逼近和投影(UMAP)和k均值聚类实现肿瘤亚型分类。结果:提出的框架能够以99.65%的准确率和99.07的AUC对肿瘤类型进行分类。通过分层聚类和UMAP嵌入验证了清晰的亚型特异性代谢指纹图谱,强调2HG、丝氨酸和肌醇是重要的分类驱动因素。结论:本研究表明基于G-NMU的全脑MRSI光谱分解是一种可靠的非侵入性脑胶质瘤分类方法。与基于先验知识集的光谱拟合相比,G-NMU通过提取代谢特征来准确分离星形细胞瘤、少突胶质细胞瘤和胶质母细胞瘤,而无需对肿瘤代谢组成进行假设。这些结果表明,将代谢成像和无监督学习整合到临床工作流程中可能会改善分子分层,以进行非侵入性胶质瘤诊断。
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引用次数: 0
An innovative virtual fellowship leveraging global and regional mentorship to foster pediatric neuro-oncologists in low/middle-income countries. 一个创新的虚拟奖学金,利用全球和区域指导,培养中低收入国家的儿科神经肿瘤学家。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2025-10-23 eCollection Date: 2025-01-01 DOI: 10.1093/noajnl/vdaf229
Zeena Salman, Daniel C Moreira, Rahat Ul Ain, Julieta Hoveyan, Alma Edith Benito Resendiz, Ludi Dhyani Rahmartani, Anan Zhang, Nisreen Amayiri, Simon Bailey, Eric Bouffet, Godfrey Chi-Fung Chan, Anthony Pak-Yin Liu, Andres Morales La Madrid, Naureen Mushtaq, Karen Tsui, Thandeka Vuyiswa Zamansundu Ngcana, Mauricio Sanchez Salazar, Vasudeva Bhat K, Ramona Cirt, Mahendra Somathilaka, Peiyi Yang, Girish Chinnaswamy, Girish Dhall, Tejpal Gupta, Rakesh Jalali, Alvaro Lassaletta, Diana S Osorio, Margaret Shatara, Santhosh A Upadhyaya, Ramya Uppuluri, Stefan Pfister, Susan Ybarra, Elizabeth DiNovis, Carlos Rodriguez-Galindo, Ibrahim Qaddoumi

Abstract: BackgroundMost children with central nervous system (CNS) tumors reside in low- and middle-income countries (LMICs), with limited availability of trained pediatric neuro-oncologists.

Methods: Using a series of structured interviews of physicians who had served as global mentors or mentees in pediatric oncology, we identified mentorship, leadership, and clinical training as key components necessary to virtually train pediatric oncologists in LMICs to become leading pediatric neuro-oncologists while they remain in their home countries. Thus, the St Jude Global Virtual Pediatric Neuro-oncology Fellowship (VPNOF) was designed to incorporate mentorship with global and loco-regional mentors to aid in each fellow's career and institutional goal setting and clinical training involving virtual tumor boards and didactics and ad-hoc case discussions, enabling fellows to manage patients at their home institution. Fellows traveled to their mentors' institutions twice for four-week clinical rotations.

Results: In 2022 and 2023, eleven fellows were selected, representing 10 LMICs. The 2-year fellowship led to the establishment of multi-disciplinary approaches, increased patient volume, increased use of evidence-based practices, 33 abstract presentations, and publication of four journal articles.

Conclusions: The VPNOF is an innovative approach leveraging global mentorship to train pediatric oncologists in resource-limited settings to become pediatric neuro-oncologists, which has led to the successful implementation of new practice paradigms to improve the quality of care for children with CNS tumors in LMICs.

背景:大多数患有中枢神经系统(CNS)肿瘤的儿童居住在低收入和中等收入国家(LMICs),训练有素的儿科神经肿瘤学家的可用性有限。方法:通过对曾担任儿科肿瘤学全球导师或学员的医生进行一系列结构化访谈,我们确定了导师、领导力和临床培训是虚拟培训中低收入国家的儿科肿瘤学家成为领先儿科神经肿瘤学家所必需的关键组成部分。因此,圣犹达全球虚拟儿科神经肿瘤学奖学金(VPNOF)旨在与全球和本地区域导师结合指导,以帮助每位研究员的职业和机构目标设定,以及包括虚拟肿瘤委员会和教学以及特别病例讨论在内的临床培训,使研究员能够在其本国机构管理患者。研究员们前往导师所在的机构进行两次为期四周的临床轮岗。结果:2022年和2023年共入选11人,代表10个中低收入国家。在为期两年的研究中,建立了多学科方法,增加了患者数量,增加了循证实践的使用,发表了33篇摘要报告,并发表了4篇期刊文章。结论:VPNOF是一种创新的方法,利用全球指导来培训资源有限的儿科肿瘤学家成为儿科神经肿瘤学家,这导致了新的实践范例的成功实施,以提高中低收入国家中枢神经系统肿瘤儿童的护理质量。
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引用次数: 0
期刊
Neuro-oncology advances
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