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Analysis of safety and efficacy of proton radiotherapy for optic nerve sheath meningioma. 质子放射治疗视神经鞘脑膜瘤的安全性和有效性分析。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-21 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae160
Maximilian Y Deng, Sophie Rauh, Günes Anil, Jonathan W Lischalk, Laura Hahnemann, Tanja Eichkorn, Juliane Hörner-Rieber, Angela Paul, Elisabetta Sandrini, Philipp Hoegen-Sassmannshausen, Thomas Held, Sebastian Regnery, Lukas Bauer, Felix Sahm, Andreas von Deimling, Antje Wick, Wolfgang Wick, Christine Jungk, Sandro M Krieg, Klaus Herfarth, Jürgen Debus, Laila König

Background: Primary optic nerve sheath meningiomas (ONSMs) represent a group of benign tumors originating from the optic nerve sheath, typically causing painless, gradual onset monocular visual loss, which can result in blindness if left untreated. Radiation therapy represents an important treatment option for patients with ONSM, allowing for preservation and potential improvement in visual function. In particular, proton radiotherapy may enable a reduction of the side effects due to its physical advantage of an inverted dose profile with a steep dose gradient. The study investigates the visual acuity, local tumor control, and treatment-related toxicities following proton beam radiotherapy with a single institutional cohort comprising 32 patients treated for ONSM.

Methods: Patients with primary ONSM, either histologically (16/32) or radiologically confirmed (16/32), which were treated at the Department of Radiation Oncology at the University Hospital Heidelberg (Germany) were assessed in regard to their visual outcomes, treatment toxicity, and local tumor control following radiotherapy according to response assessment in neuro-oncology criteria.

Results: After a median follow-up time of 39.5 months, the 5-year local progression-free survival was estimated at 100%, with 84.4% of patients reporting improvement or stability in visual acuity during their last follow-up. Radiation-induced optic neuropathy (RION) was encountered in 9.4%.

Conclusions: Our study demonstrates proton beam therapy as a safe and effective treatment alternative in the therapeutic management of ONSMs. RION represents a rare but dreaded complication after treatment. Future head-to-head comparisons with photon radiotherapy in a prospective setting are required to demonstrate a potential, additional clinical benefit.

背景:原发性视神经鞘脑膜瘤(ONSMs)是一组起源于视神经鞘的良性肿瘤,通常会引起无痛性、渐进性的单眼视力下降,如果不及时治疗,可能会导致失明。放射治疗是 ONSM 患者的一种重要治疗选择,可以保护和改善患者的视功能。特别是质子放射治疗,由于其具有倒剂量曲线和陡峭剂量梯度的物理优势,可以减少副作用。该研究调查了质子束放疗后的视力、局部肿瘤控制和治疗相关毒性反应,研究对象是由 32 名 ONSM 患者组成的单一机构队列:方法:根据神经肿瘤学反应评估标准,对在海德堡大学医院(德国)放射肿瘤科接受治疗的原发性ONSM患者(组织学确诊(16/32)或放射学确诊(16/32))的视力结果、治疗毒性以及放疗后的局部肿瘤控制情况进行评估:中位随访时间为 39.5 个月,5 年局部无进展生存率估计为 100%,84.4% 的患者在最后一次随访中报告视力有所改善或稳定。9.4%的患者出现了放射诱导性视神经病变(RION):我们的研究表明,质子束疗法是治疗ONSMs的一种安全有效的替代疗法。RION是治疗后一种罕见但可怕的并发症。未来需要在前瞻性环境中与光子放疗进行头对头比较,以证明其潜在的额外临床益处。
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引用次数: 0
A phase II, open-label, single-arm trial of pembrolizumab for recurrent meningioma and solitary fibrous tumor. Pembrolizumab治疗复发性脑膜瘤和单发纤维瘤的II期开放标签单臂试验。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-16 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae154
Dror Limon, Alexandra Amiel, Shaked Even Haim, Noa Gordon, Roi Tschernichovsky, Salomon Stemmer, Omer Gal, Yosef Laviv, Andrew Kanner, Tali Siegal, Shlomit Yust-Katz

Background: Atypical and anaplastic meningiomas account for 20% of all meningioma cases. Solitary fibrous tumor (SFT) is a type of soft tissue sarcoma with similar attributes to meningioma. For patients with refractory or recurrent disease after previous surgery or radiotherapy, there is no effective treatment. Pembrolizumab, an anti-programmed cell death 1 (PD-1) antibody, is an effective treatment for various solid tumors. PD-1 ligand is highly expressed in aggressive meningiomas. We aimed to assess the effectiveness of pembrolizumab in treating meningioma and SFT recurrence after surgery and radiation therapy.

Methods: This prospective single-arm phase II trial comprised 15 patients with recurrent meningioma and 3 with anaplastic SFT, treated at a single institution during 2018 to 2022. The study was terminated due to a lack of efficacy and slow accrual. The primary endpoint was 6-month progression-free survival (PFS-6).

Results: Median progression-free survival (PFS) was 2.6 months, and median overall survival (OS) was 40 months. The 6- and 12-month PFS were both 11.1%. The 6- and 12-month OS were 94.4% and 61.1%, respectively. According to the Response Assessment in Neuro-Oncology (RANO) criteria, the overall response rate was 11%, with 2 patients achieving stable disease and 2 with partial response. Three patients (16.7%) developed grade 3 toxicity.

Conclusions: Our results showed that pembrolizumab failed to improve PFS-6 in patients with aggressive meningioma or anaplastic SFT. However, two patients, one with atypical meningioma and one with anaplastic SFT, achieved a partial response. More clinical studies are needed to identify which subset of patients may benefit from this treatment.

背景:非典型和无弹性脑膜瘤占所有脑膜瘤病例的 20%。孤立性纤维瘤(SFT)是一种软组织肉瘤,其特性与脑膜瘤相似。对于既往接受过手术或放疗的难治性或复发性患者,目前尚无有效的治疗方法。抗程序性细胞死亡 1(PD-1)抗体 Pembrolizumab 是治疗各种实体瘤的有效药物。PD-1配体在侵袭性脑膜瘤中高度表达。我们旨在评估pembrolizumab治疗脑膜瘤及手术和放疗后SFT复发的有效性:这项前瞻性单臂II期试验包括15例复发脑膜瘤患者和3例无弹性SFT患者,于2018年至2022年期间在一家机构接受治疗。该研究因缺乏疗效和进展缓慢而终止。主要终点为6个月无进展生存期(PFS-6):中位无进展生存期(PFS)为2.6个月,中位总生存期(OS)为40个月。6个月和12个月的PFS均为11.1%。6个月和12个月的OS分别为94.4%和61.1%。根据神经肿瘤学反应评估(RANO)标准,总反应率为11%,其中2名患者病情稳定,2名患者部分反应。3名患者(16.7%)出现了3级毒性:我们的研究结果表明,pembrolizumab未能改善侵袭性脑膜瘤或无弹性SFT患者的PFS-6。不过,有两名患者(一名是非典型性脑膜瘤患者,另一名是无弹性SFT患者)获得了部分应答。还需要进行更多的临床研究,以确定哪些患者可能从这种治疗方法中获益。
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引用次数: 0
Approaches for prevention of tumors in patients with rhabdoid tumor predisposition syndrome. 预防横纹肌瘤易感综合征患者罹患肿瘤的方法。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-12 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae158
Anupa Geethadevi, Eric H Raabe

Patients with rhabdoid tumor predisposition syndrome (RTPS) harbor germline alterations in the epigenetic regulator genes SMARCB1 or SMARCA4. Patients usually present with atypical teratoid/rhabdoid tumor (AT/RT) of the brain or malignant rhabdoid tumor (MRT) arising outside the central nervous system. Intensive treatment can lead to remissions, however tumors frequently recur or synchronous or metachronous tumors appear. A maintenance or secondary prevention regimen may prevent these aggressive tumors. Potential maintenance regimens may include low-dose traditional chemotherapy or different epigenetic therapies designed to target the epigenetic imbalance that drives RTs. We here review several potential maintenance regimens that may be useful in RTPS.

横纹肌瘤易感综合征(RTPS)患者的表观遗传调节基因 SMARCB1 或 SMARCA4 存在种系改变。患者通常表现为脑部非典型畸胎瘤/横纹肌瘤(AT/RT)或中枢神经系统外的恶性横纹肌瘤(MRT)。强化治疗可使病情缓解,但肿瘤经常复发,或出现同步或并发肿瘤。维持或二级预防方案可预防这些侵袭性肿瘤。潜在的维持治疗方案可能包括低剂量传统化疗或不同的表观遗传学疗法,这些疗法的目的是针对导致 RTs 的表观遗传学失衡。我们在此回顾几种可能适用于 RTPS 的潜在维持治疗方案。
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引用次数: 0
Early experience and perioperative risk of GammaTile for upfront brain metastases: Report from a prospective multicenter study. GammaTile治疗前期脑转移瘤的早期经验和围手术期风险:一项前瞻性多中心研究的报告。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-10 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae156
Sabrina L Zeller, Sauson Soldozy, Shaye Busse, Clark C Chen, Andrew Venteicher, Clara Ferreira, Kathryn Dusenbery, Stuart Lee, Matthew Sean Peach, Vincent DiNapoli, Rupesh Kotecha, Manmeet S Ahluwalia, Kimberly Bojanowski-Hoang, Simon J Hanft

Background: GammaTile (GT), a form of brachytherapy utilizing cesium-131 seeds in a bioresorbable collagen tile, has gained popularity for the treatment of recurrent intracranial tumors and more recently for newly diagnosed metastases. This study reports early experience utilizing GT in upfront brain metastases with a focus on clinical applications and perioperative safety.

Methods: The STaRT Registry (NCT04427384) was queried for all patients receiving GT for upfront metastases from August 2021 to August 2023. Data regarding patient demographics, procedure details, and adverse events (AEs) were extracted and analyzed.

Results: Twenty-eight patients, median age 65 years (range 28-81), with 30 treated metastases were reported from 6 institutions. Patients had 2.8 metastases on average (range 1-15) at the time of surgery; however, most patients had a single metastasis (60.7%). The mean diameter of treated metastases was 3.4 cm (range 1.5-4.7). A median of 4.0 tiles (range 1-10) were used per tumor. The median follow-up was 3.0 months (range 1.0-11.2) with 6 attributed AEs (21.4%), including 1 grade ≥ 3 (infection). In the immediate postoperative period (<14 days), 2 patients reported pain or headache, and 1 reported facial edema. One patient developed seizures on postoperative day 8 requiring medication. At 1-month follow-up, there was 1 superficial wound infection, in a previously colonized patient, requiring surgical intervention without explantation of tiles. At 3-month follow-up, 1 patient reported facial pain not requiring treatment. There were no symptomatic hematomas.

Conclusions: GT demonstrates a favorable safety profile in upfront brain metastases with a 3.6% rate of serious AEs (grade ≥ 3) within 90 days of the procedure.

背景:伽马磁砖(GT)是一种近距离放射疗法,利用生物可吸收胶原磁砖中的铯-131种子治疗复发性颅内肿瘤,最近又用于治疗新诊断的转移瘤。本研究报告了利用 GT 治疗前沿脑转移瘤的早期经验,重点关注临床应用和围手术期的安全性:方法:查询 STaRT 注册表(NCT04427384),了解 2021 年 8 月至 2023 年 8 月期间所有接受 GT 治疗前沿转移瘤的患者。提取并分析了有关患者人口统计学、手术细节和不良事件(AEs)的数据:来自 6 家机构的 28 名患者接受了治疗,中位年龄为 65 岁(28-81 岁),有 30 个转移灶。手术时,患者平均有 2.8 个转移灶(1-15 个不等);但大多数患者只有一个转移灶(60.7%)。转移瘤的平均直径为 3.4 厘米(1.5-4.7 厘米不等)。每个肿瘤使用的瓷砖中位数为 4.0 个(1-10 个不等)。中位随访时间为 3.0 个月(1.0-11.2 个月),共发生 6 起归因性 AE(21.4%),其中 1 起等级≥ 3(感染)。在术后初期(结论:GT 在术后 3 个月内显示出良好的安全性:GT对前期脑转移具有良好的安全性,术后90天内严重AEs(≥3级)发生率为3.6%。
{"title":"Early experience and perioperative risk of GammaTile for upfront brain metastases: Report from a prospective multicenter study.","authors":"Sabrina L Zeller, Sauson Soldozy, Shaye Busse, Clark C Chen, Andrew Venteicher, Clara Ferreira, Kathryn Dusenbery, Stuart Lee, Matthew Sean Peach, Vincent DiNapoli, Rupesh Kotecha, Manmeet S Ahluwalia, Kimberly Bojanowski-Hoang, Simon J Hanft","doi":"10.1093/noajnl/vdae156","DOIUrl":"10.1093/noajnl/vdae156","url":null,"abstract":"<p><strong>Background: </strong>GammaTile (GT), a form of brachytherapy utilizing cesium-131 seeds in a bioresorbable collagen tile, has gained popularity for the treatment of recurrent intracranial tumors and more recently for newly diagnosed metastases. This study reports early experience utilizing GT in upfront brain metastases with a focus on clinical applications and perioperative safety.</p><p><strong>Methods: </strong>The STaRT Registry (NCT04427384) was queried for all patients receiving GT for upfront metastases from August 2021 to August 2023. Data regarding patient demographics, procedure details, and adverse events (AEs) were extracted and analyzed.</p><p><strong>Results: </strong>Twenty-eight patients, median age 65 years (range 28-81), with 30 treated metastases were reported from 6 institutions. Patients had 2.8 metastases on average (range 1-15) at the time of surgery; however, most patients had a single metastasis (60.7%). The mean diameter of treated metastases was 3.4 cm (range 1.5-4.7). A median of 4.0 tiles (range 1-10) were used per tumor. The median follow-up was 3.0 months (range 1.0-11.2) with 6 attributed AEs (21.4%), including 1 grade ≥ 3 (infection). In the immediate postoperative period (<14 days), 2 patients reported pain or headache, and 1 reported facial edema. One patient developed seizures on postoperative day 8 requiring medication. At 1-month follow-up, there was 1 superficial wound infection, in a previously colonized patient, requiring surgical intervention without explantation of tiles. At 3-month follow-up, 1 patient reported facial pain not requiring treatment. There were no symptomatic hematomas.</p><p><strong>Conclusions: </strong>GT demonstrates a favorable safety profile in upfront brain metastases with a 3.6% rate of serious AEs (grade ≥ 3) within 90 days of the procedure.</p>","PeriodicalId":94157,"journal":{"name":"Neuro-oncology advances","volume":"6 1","pages":"vdae156"},"PeriodicalIF":3.7,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11487344/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142484590","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Treatment-related survival patterns in diffuse intrinsic pontine glioma using a historical cohort: A report from the European Society for Pediatric Oncology DIPG/DMG Registry. 利用历史队列研究弥漫性固有脑桥胶质瘤的治疗相关生存模式:欧洲儿科肿瘤学会 DIPG/DMG 登记处的报告。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-10 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae155
Joshua N Baugh, Sophie Veldhuijzen van Zanten, Marta Fiocco, Niclas Colditz, Marion Hoffmann, Geert O Janssens, Chiara Valentini, Darren Hargrave, Maria Wiese, André O von Bueren, Michael Karremann, Thomas Perwein, Gunther Nussbaumer, Martin Benesch, Dominik Sturm, Gerrit H Gielen, Mechthild Krause, Matthias Eyrich, Eelco W Hoving, Brigitte Bison, Dannis G van Vuurden, Christof M Kramm

Background: Our aim is to investigate the association of treatment with survival in patients with diffuse intrinsic pontine glioma (DIPG) by examining 6 historical treatment paths.

Methods: We retrospectively analyzed data from 409 patients with radiologically centrally reviewed DIPG, sourced from the German Society of Pediatric Oncology and Hematology HIT-HGG trial database and the SIOPE-DIPG/DMG Registry. Survival outcomes were estimated using the Kaplan-Meier method, and univariable and multivariable Cox proportional hazard models were estimated to study treatment effects.

Results: The median overall survival (OS) from diagnosis was 11.2 months (95% confidence interval [CI], 10.5-11.9). Patients who by choice received no frontline treatment had an OS of 3.0 months (95% CI, 2.0-4.0), while those treated with radiation therapy (RT) alone had a median OS of 10.4 months (95% CI, 9.1-11.8). Those receiving RT combined with chemotherapy had the longest median OS of 11.7 months (95% CI, 10.8-12.6). The median post-progression survival (PPS) was 4.1 months (95% CI, 3.5-4.7). Patients who relapsed and did not receive treatment had a PPS of 2.2 months (95% CI, 1.8-2.6), while those treated with chemotherapy alone had a PPS of 4.4 months (95% CI, 3.7-5.0), and those who underwent reirradiation, with or without chemotherapy, had the longest survival after relapse of 6.6 months (95% CI, 5.3-8.0). Treatment differences remained significant in multivariable analysis adjusted for age and symptom duration in both diagnosis and relapse setting.

Conclusions: This study shows increased survival outcomes associated with radiation and chemotherapy treatment or a combination thereof, at diagnosis and relapse, in a historical DIPG cohort.

背景:我们的目的是通过研究6种历史治疗路径,探讨弥漫性内生性桥脑胶质瘤(DIPG)患者的治疗与生存之间的关系:我们回顾性分析了409例经放射学中心复查的DIPG患者的数据,这些数据来自德国儿科肿瘤与血液学会HIT-HGG试验数据库和SIOPE-DIPG/DMG登记处。采用卡普兰-梅耶法估算生存结果,并通过单变量和多变量考克斯比例危险模型研究治疗效果:中位总生存期(OS)为 11.2 个月(95% 置信区间 [CI],10.5-11.9)。选择不接受前线治疗的患者的OS为3.0个月(95% CI,2.0-4.0),而单独接受放射治疗(RT)的患者的中位OS为10.4个月(95% CI,9.1-11.8)。接受RT联合化疗的患者的中位生存期最长,为11.7个月(95% CI,10.8-12.6)。中位进展后生存期(PPS)为4.1个月(95% CI,3.5-4.7)。复发但未接受治疗的患者的中位生存期为2.2个月(95% CI,1.8-2.6),而仅接受化疗的患者的中位生存期为4.4个月(95% CI,3.7-5.0),接受或不接受化疗的患者复发后的生存期最长,为6.6个月(95% CI,5.3-8.0)。在根据年龄和症状持续时间对诊断和复发情况进行调整的多变量分析中,治疗差异仍有意义:这项研究表明,在DIPG历史队列中,诊断和复发时放疗和化疗或两者联合治疗可提高生存率。
{"title":"Treatment-related survival patterns in diffuse intrinsic pontine glioma using a historical cohort: A report from the European Society for Pediatric Oncology DIPG/DMG Registry.","authors":"Joshua N Baugh, Sophie Veldhuijzen van Zanten, Marta Fiocco, Niclas Colditz, Marion Hoffmann, Geert O Janssens, Chiara Valentini, Darren Hargrave, Maria Wiese, André O von Bueren, Michael Karremann, Thomas Perwein, Gunther Nussbaumer, Martin Benesch, Dominik Sturm, Gerrit H Gielen, Mechthild Krause, Matthias Eyrich, Eelco W Hoving, Brigitte Bison, Dannis G van Vuurden, Christof M Kramm","doi":"10.1093/noajnl/vdae155","DOIUrl":"10.1093/noajnl/vdae155","url":null,"abstract":"<p><strong>Background: </strong>Our aim is to investigate the association of treatment with survival in patients with diffuse intrinsic pontine glioma (DIPG) by examining 6 historical treatment paths.</p><p><strong>Methods: </strong>We retrospectively analyzed data from 409 patients with radiologically centrally reviewed DIPG, sourced from the German Society of Pediatric Oncology and Hematology HIT-HGG trial database and the SIOPE-DIPG/DMG Registry. Survival outcomes were estimated using the Kaplan-Meier method, and univariable and multivariable Cox proportional hazard models were estimated to study treatment effects.</p><p><strong>Results: </strong>The median overall survival (OS) from diagnosis was 11.2 months (95% confidence interval [CI], 10.5-11.9). Patients who by choice received no frontline treatment had an OS of 3.0 months (95% CI, 2.0-4.0), while those treated with radiation therapy (RT) alone had a median OS of 10.4 months (95% CI, 9.1-11.8). Those receiving RT combined with chemotherapy had the longest median OS of 11.7 months (95% CI, 10.8-12.6). The median post-progression survival (PPS) was 4.1 months (95% CI, 3.5-4.7). Patients who relapsed and did not receive treatment had a PPS of 2.2 months (95% CI, 1.8-2.6), while those treated with chemotherapy alone had a PPS of 4.4 months (95% CI, 3.7-5.0), and those who underwent reirradiation, with or without chemotherapy, had the longest survival after relapse of 6.6 months (95% CI, 5.3-8.0). Treatment differences remained significant in multivariable analysis adjusted for age and symptom duration in both diagnosis and relapse setting.</p><p><strong>Conclusions: </strong>This study shows increased survival outcomes associated with radiation and chemotherapy treatment or a combination thereof, at diagnosis and relapse, in a historical DIPG cohort.</p>","PeriodicalId":94157,"journal":{"name":"Neuro-oncology advances","volume":"6 1","pages":"vdae155"},"PeriodicalIF":3.7,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11582646/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142712351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prediction of H3K27M alteration in midline gliomas of the brain using radiomics: A multi-institute study. 利用放射组学预测脑中线胶质瘤的 H3K27M 改变:一项多机构研究。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-10 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae153
Abhilasha Indoria, Ankit Arora, Ajay Garg, Richa S Chauhan, Aparajita Chaturvedi, Manoj Kumar, Subhas Konar, Nishanth Sadashiva, Shilpa Rao, Jitender Saini

Background: Noninvasive prediction of H3K27M-altered Diffuse midline gliomas is important because of the involvement of deep locations and proximity to eloquent structures. We aim to predict H3K27M alteration in midline gliomas using radiomics features of T2W images.

Methods: Radiomics features extracted from 124 subjects (69 H3K27M-altered/55 H3K27M-wild type). T2W images were resampled to 1 × 1 × 1mm3 voxel size, preprocessed, and normalized for artifact correction, intensity variations. The feature set was normalized and subjected to reduction by variance thresholding, correlation coefficient thresholding, and sequential feature selector. Adaptive synthesis oversampling technique was used to oversample the training data. Random forest classifier (RFC), Decision tree classifier (DTC), and K-nearest neighbors classifier (KNN) were trained over the training dataset and the performance was assessed over the internal test dataset and external test data set (52 subjects: 33 H3K27M-altered/19-H3K27M-wild type).

Results: DTC achieved a validation score of 77.33% (5-fold cross-validation) and an accuracy of 80.64%, 75% on internal and external test datasets. RFC achieved a validation score of 80.7% (5-fold cross-validation) an accuracy of 80.6%, and 73% on internal and external test datasets. DTC achieved a validation score of 78.67% (5-fold cross-validation) an accuracy of 80.64%, and 61.53% on internal and external test datasets. The accuracy score of DTC, RFC, and KNN on the internal test dataset was approximately 80% while on the external test dataset, DTC achieved 75% accuracy, RFC achieved 73% accuracy and KNN achieved 65.1% accuracy.

Conclusions: H3K27M alteration is a potential immunotherapeutic marker and is associated with poor prognosis and radiomics features extracted from conventional T2W-images can help in identifying H3K27M-altered cases non-invasively with high precision.

背景:无创预测H3K27M改变的弥漫中线胶质瘤非常重要,因为它累及深部位置,且靠近能说会道的结构。我们旨在利用 T2W 图像的放射组学特征预测中线胶质瘤的 H3K27M 改变:从124例受试者(69例H3K27M改变/55例H3K27M野生型)中提取放射组学特征。将 T2W 图像重新采样为 1 × 1 × 1mm3 象素大小,进行预处理,并对伪影校正和强度变化进行归一化处理。对特征集进行归一化处理,并通过方差阈值、相关系数阈值和顺序特征选择器进行缩减。采用自适应合成超采样技术对训练数据进行超采样。随机森林分类器(RFC)、决策树分类器(DTC)和 K 近邻分类器(KNN)在训练数据集上进行了训练,并在内部测试数据集和外部测试数据集(52 个受试者:33 个 H3K27M 改变型/19 个 H3K27M 野生型)上进行了性能评估:在内部和外部测试数据集上,DTC 的验证得分率为 77.33%(5 倍交叉验证),准确率为 80.64%(75%)。RFC 的验证得分为 80.7%(5 倍交叉验证),准确率为 80.6%,在内部和外部测试数据集上的准确率为 73%。DTC 的验证得分为 78.67%(5 倍交叉验证),准确率为 80.64%,在内部和外部测试数据集上的准确率为 61.53%。DTC、RFC 和 KNN 在内部测试数据集上的准确率约为 80%,而在外部测试数据集上,DTC 的准确率为 75%,RFC 的准确率为 73%,KNN 的准确率为 65.1%:H3K27M改变是一种潜在的免疫治疗标志物,与不良预后有关,从常规T2W图像中提取的放射组学特征有助于无创、高精度地识别H3K27M改变病例。
{"title":"Prediction of H3K27M alteration in midline gliomas of the brain using radiomics: A multi-institute study.","authors":"Abhilasha Indoria, Ankit Arora, Ajay Garg, Richa S Chauhan, Aparajita Chaturvedi, Manoj Kumar, Subhas Konar, Nishanth Sadashiva, Shilpa Rao, Jitender Saini","doi":"10.1093/noajnl/vdae153","DOIUrl":"10.1093/noajnl/vdae153","url":null,"abstract":"<p><strong>Background: </strong>Noninvasive prediction of H3K27M-altered Diffuse midline gliomas is important because of the involvement of deep locations and proximity to eloquent structures. We aim to predict H3K27M alteration in midline gliomas using radiomics features of T2W images.</p><p><strong>Methods: </strong>Radiomics features extracted from 124 subjects (69 H3K27M-altered/55 H3K27M-wild type). T2W images were resampled to 1 × 1 × 1mm<sup>3</sup> voxel size, preprocessed, and normalized for artifact correction, intensity variations. The feature set was normalized and subjected to reduction by variance thresholding, correlation coefficient thresholding, and sequential feature selector. Adaptive synthesis oversampling technique was used to oversample the training data. Random forest classifier (RFC), Decision tree classifier (DTC), and K-nearest neighbors classifier (KNN) were trained over the training dataset and the performance was assessed over the internal test dataset and external test data set (52 subjects: 33 H3K27M-altered/19-H3K27M-wild type).</p><p><strong>Results: </strong>DTC achieved a validation score of 77.33% (5-fold cross-validation) and an accuracy of 80.64%, 75% on internal and external test datasets. RFC achieved a validation score of 80.7% (5-fold cross-validation) an accuracy of 80.6%, and 73% on internal and external test datasets. DTC achieved a validation score of 78.67% (5-fold cross-validation) an accuracy of 80.64%, and 61.53% on internal and external test datasets. The accuracy score of DTC, RFC, and KNN on the internal test dataset was approximately 80% while on the external test dataset, DTC achieved 75% accuracy, RFC achieved 73% accuracy and KNN achieved 65.1% accuracy.</p><p><strong>Conclusions: </strong>H3K27M alteration is a potential immunotherapeutic marker and is associated with poor prognosis and radiomics features extracted from conventional T2W-images can help in identifying H3K27M-altered cases non-invasively with high precision.</p>","PeriodicalId":94157,"journal":{"name":"Neuro-oncology advances","volume":"6 1","pages":"vdae153"},"PeriodicalIF":3.7,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11600333/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142741794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spinal neuro-oncology-Not an appendix of neuro-oncology. 脊柱神经肿瘤学--不是神经肿瘤学的附录。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-04 eCollection Date: 2024-10-01 DOI: 10.1093/noajnl/vdae146
Suganth Suppiah, Ivo Tremont-Lukats, Manfred Westphal
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引用次数: 0
Clinical, molecular, and genetic features of spinal meningiomas. 脊髓脑膜瘤的临床、分子和遗传特征。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-08-31 eCollection Date: 2024-10-01 DOI: 10.1093/noajnl/vdae123
Dylan Deska-Gauthier, Laureen D Hachem, Justin Z Wang, Alex P Landry, Leeor Yefet, Chloe Gui, Yosef Ellengbogen, Jetan Badhiwala, Gelareh Zadeh, Farshad Nassiri

Spinal meningiomas comprise 25%-46% of all primary spinal tumors. While the majority are benign and slow-growing, when left untreated, they can result in significant neurological decline. Emerging clinical, imaging, and molecular data have begun to reveal spinal meningiomas as distinct tumor subtypes compared to their intracranial counterparts. Moreover, recent studies indicate molecular and genetic subtype heterogeneity of spinal meningiomas both within and across the classically defined WHO grades. In the current review, we focus on recent advances highlighting the epidemiological, pathological, molecular/genetic, and clinical characteristics of spinal meningiomas. Furthermore, we explore patient and tumor-specific factors that predict prognosis and postoperative outcomes. We highlight areas that require further investigation, specifically efforts aimed at linking unique molecular, genetic, and imaging characteristics to distinct clinical presentations to better predict and manage patient outcomes.

脊髓脑膜瘤占所有原发性脊髓肿瘤的 25%-46%。虽然大多数脊髓脑膜瘤是良性的,生长缓慢,但如果不及时治疗,就会导致神经功能严重衰退。新出现的临床、成像和分子数据已开始揭示脊髓脑膜瘤与其颅内同类肿瘤相比具有不同的肿瘤亚型。此外,最近的研究表明,脊髓脑膜瘤的分子和遗传亚型在WHO经典定义的分级内和分级间都存在异质性。在本综述中,我们重点介绍了脊髓脑膜瘤在流行病学、病理学、分子/遗传学和临床特征方面的最新进展。此外,我们还探讨了预测预后和术后效果的患者和肿瘤特异性因素。我们强调了需要进一步研究的领域,特别是将独特的分子、遗传和成像特征与不同的临床表现联系起来,以便更好地预测和管理患者的预后。
{"title":"Clinical, molecular, and genetic features of spinal meningiomas.","authors":"Dylan Deska-Gauthier, Laureen D Hachem, Justin Z Wang, Alex P Landry, Leeor Yefet, Chloe Gui, Yosef Ellengbogen, Jetan Badhiwala, Gelareh Zadeh, Farshad Nassiri","doi":"10.1093/noajnl/vdae123","DOIUrl":"10.1093/noajnl/vdae123","url":null,"abstract":"<p><p>Spinal meningiomas comprise 25%-46% of all primary spinal tumors. While the majority are benign and slow-growing, when left untreated, they can result in significant neurological decline. Emerging clinical, imaging, and molecular data have begun to reveal spinal meningiomas as distinct tumor subtypes compared to their intracranial counterparts. Moreover, recent studies indicate molecular and genetic subtype heterogeneity of spinal meningiomas both within and across the classically defined WHO grades. In the current review, we focus on recent advances highlighting the epidemiological, pathological, molecular/genetic, and clinical characteristics of spinal meningiomas. Furthermore, we explore patient and tumor-specific factors that predict prognosis and postoperative outcomes. We highlight areas that require further investigation, specifically efforts aimed at linking unique molecular, genetic, and imaging characteristics to distinct clinical presentations to better predict and manage patient outcomes.</p>","PeriodicalId":94157,"journal":{"name":"Neuro-oncology advances","volume":"6 Suppl 3","pages":"iii73-iii82"},"PeriodicalIF":3.7,"publicationDate":"2024-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11485713/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142484593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tumor volume features predict survival outcomes for patients diagnosed with diffuse intrinsic pontine glioma. 肿瘤体积特征可预测弥漫性固有脑桥胶质瘤患者的生存结果。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-08-30 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae151
D'Andre Spencer, Erin R Bonner, Carlos Tor-Díez, Xinyang Liu, Kristen Bougher, Rachna Prasad, Heather Gordish-Dressman, Augustine Eze, Roger J Packer, Javad Nazarian, Marius George Linguraru, Miriam Bornhorst

Background: Diffuse intrinsic pontine glioma (DIPG) is a fatal childhood central nervous system tumor. Diagnosis and monitoring of tumor response to therapy is based on magnetic resonance imaging (MRI). MRI-based analyses of tumor volume and appearance may aid in the prediction of patient overall survival (OS).

Methods: Contrast-enhanced T1- and FLAIR/T2-weighted MR images were retrospectively collected from children with classical DIPG diagnosed by imaging (n = 43 patients). MRI features were evaluated at diagnosis (n = 43 patients) and post-radiation (n = 40 patients) to determine OS outcome predictors. Features included 3D tumor volume (Twv), contrast-enhancing tumor core volume (Tc), Tc relative to Twv (TC/Twv), and Twv relative to whole brain volume. Support vector machine (SVM) learning was used to identify feature combinations that predicted OS outcome (defined as OS shorter or longer than 12 months from diagnosis).

Results: Features associated with poor OS outcome included the presence of contrast-enhancing tumor at diagnosis, >15% Tc/Twv post-radiation therapy (RT), and >20% ∆Tc/Twv post-RT. Consistently, SVM learning identified Tc/Twv at diagnosis (prediction accuracy of 74%) and ∆Tc/Twv at <2 months post-RT (accuracy = 75%) as primary features of poor survival.

Conclusions: This study demonstrates that tumor imaging features at diagnosis and within 4 months of RT can predict differential OS outcomes in DIPG. These findings provide a framework for incorporating tumor volume-based predictive analyses into the clinical setting, with the potential for treatment customization based on tumor risk characteristics and future applications of machine-learning-based analysis.

背景:弥漫性桥脑胶质瘤(DIPG)是一种致命的儿童中枢神经系统肿瘤。诊断和监测肿瘤对治疗的反应主要依靠磁共振成像(MRI)。基于磁共振成像的肿瘤体积和外观分析有助于预测患者的总生存期(OS):方法:回顾性收集了经影像学确诊的典型DIPG患儿(43例)的对比增强T1和FLAIR/T2加权磁共振图像。对诊断时(43例)和放疗后(40例)的MRI特征进行评估,以确定OS结果预测因素。特征包括三维肿瘤体积(Twv)、对比增强肿瘤核心体积(Tc)、相对于Twv的Tc(TC/Twv)和相对于全脑体积的Twv。支持向量机(SVM)学习被用来识别预测OS结果的特征组合(OS定义为距诊断时间短于或长于12个月):结果:与不良OS结果相关的特征包括诊断时存在对比增强肿瘤、放疗(RT)后Tc/Twv>15%以及放疗后∆Tc/Twv>20%。一致的是,SVM 学习能识别诊断时的 Tc/Twv(预测准确率为 74%)和结论时的ΔTc/Twv:本研究表明,诊断时和 RT 后 4 个月内的肿瘤成像特征可预测 DIPG 的不同 OS 结果。这些发现为将基于肿瘤体积的预测分析纳入临床提供了一个框架,有可能根据肿瘤风险特征和基于机器学习分析的未来应用进行定制化治疗。
{"title":"Tumor volume features predict survival outcomes for patients diagnosed with diffuse intrinsic pontine glioma.","authors":"D'Andre Spencer, Erin R Bonner, Carlos Tor-Díez, Xinyang Liu, Kristen Bougher, Rachna Prasad, Heather Gordish-Dressman, Augustine Eze, Roger J Packer, Javad Nazarian, Marius George Linguraru, Miriam Bornhorst","doi":"10.1093/noajnl/vdae151","DOIUrl":"10.1093/noajnl/vdae151","url":null,"abstract":"<p><strong>Background: </strong>Diffuse intrinsic pontine glioma (DIPG) is a fatal childhood central nervous system tumor. Diagnosis and monitoring of tumor response to therapy is based on magnetic resonance imaging (MRI). MRI-based analyses of tumor volume and appearance may aid in the prediction of patient overall survival (OS).</p><p><strong>Methods: </strong>Contrast-enhanced T1- and FLAIR/T2-weighted MR images were retrospectively collected from children with classical DIPG diagnosed by imaging (<i>n</i> = 43 patients). MRI features were evaluated at diagnosis (<i>n</i> = 43 patients) and post-radiation (<i>n</i> = 40 patients) to determine OS outcome predictors. Features included 3D tumor volume (T<sub>wv</sub>), contrast-enhancing tumor core volume (T<sub>c</sub>), T<sub>c</sub> relative to T<sub>wv</sub> (T<sub>C</sub>/T<sub>wv</sub>), and T<sub>wv</sub> relative to whole brain volume. Support vector machine (SVM) learning was used to identify feature combinations that predicted OS outcome (defined as OS shorter or longer than 12 months from diagnosis).</p><p><strong>Results: </strong>Features associated with poor OS outcome included the presence of contrast-enhancing tumor at diagnosis, >15% T<sub>c</sub>/T<sub>wv</sub> post-radiation therapy (RT), and >20% ∆Tc/T<sub>wv</sub> post-RT. Consistently, SVM learning identified T<sub>c</sub>/T<sub>wv</sub> at diagnosis (prediction accuracy of 74%) and ∆T<sub>c</sub>/T<sub>wv</sub> at <2 months post-RT (accuracy = 75%) as primary features of poor survival.</p><p><strong>Conclusions: </strong>This study demonstrates that tumor imaging features at diagnosis and within 4 months of RT can predict differential OS outcomes in DIPG. These findings provide a framework for incorporating tumor volume-based predictive analyses into the clinical setting, with the potential for treatment customization based on tumor risk characteristics and future applications of machine-learning-based analysis.</p>","PeriodicalId":94157,"journal":{"name":"Neuro-oncology advances","volume":"6 1","pages":"vdae151"},"PeriodicalIF":3.7,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11492488/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142484591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neuroanatomical profiles of cognitive phenotypes in patients with primary brain tumors. 原发性脑肿瘤患者认知表型的神经解剖特征。
IF 3.7 Q1 CLINICAL NEUROLOGY Pub Date : 2024-08-29 eCollection Date: 2024-01-01 DOI: 10.1093/noajnl/vdae152
Jiwandeep S Kohli, Anny Reyes, Austin Hopper, Alena Stasenko, Natalia Menendez, Kathryn R Tringale, Mia Salans, Roshan Karunamuni, Jona A Hattangadi-Gluth, Carrie R McDonald

Background: Patients with brain tumors demonstrate heterogeneous patterns of cognitive impairment, likely related to multifactorial etiologies and variable tumor-specific factors. Cognitive phenotyping offers a patient-centered approach to parsing heterogeneity by classifying individuals based on patterns of impairment. The aim of this study was to investigate the neuroanatomical patterns associated with each phenotype to gain a better understanding of the mechanisms underlying impairments.

Methods: Patients with primary brain tumors were recruited for a prospective, observational study. Patients were cognitively phenotyped using latent profile analysis in a prior study, revealing 3 distinct groups: generalized, isolated verbal memory, and minimal impairment. Whole brain cortical thickness (CT), fractional anisotropy, and mean diffusivity (MD) were compared across phenotypes, and associations between imaging metrics and cognitive scores were explored.

Results: Neurocognitive, structural MRI, and diffusion MRI data were available for 82 participants at baseline. Compared to the minimal impairment group, the generalized impairment group showed a widespread, bi-hemispheric pattern of decreased CT (P-value range: .004-.049), while the verbal memory impairment group showed decreased CT (P-value range: .006-.049) and increased MD (P-value range: .015-.045) bilaterally in the temporal lobes. In the verbal memory impairment group only, increased parahippocampal MD was associated with lower verbal memory scores (P-values < .01).

Conclusions: Cognitive phenotypes in patients with brain tumors showed unique patterns of brain pathology, suggesting different underlying mechanisms of their impairment profiles. These distinct patterns highlight the biological relevance of our phenotyping approach and help to identify areas of structural and microstructural vulnerability that could inform treatment decisions.

背景:脑肿瘤患者表现出不同的认知障碍模式,这可能与多因素病因和可变的肿瘤特异性因素有关。认知表型分析提供了一种以患者为中心的方法,通过根据损伤模式对个体进行分类来解析异质性。本研究的目的是调查与每种表型相关的神经解剖模式,以更好地了解损伤的内在机制:方法:招募原发性脑肿瘤患者进行前瞻性观察研究。在之前的一项研究中,利用潜伏特征分析对患者进行了认知表型分析,发现了3个不同的组别:泛化记忆、孤立言语记忆和轻微障碍。研究人员比较了不同表型的全脑皮质厚度(CT)、分数各向异性和平均扩散率(MD),并探讨了成像指标与认知评分之间的关联:82名参与者的神经认知、结构磁共振成像和弥散磁共振成像基线数据可用。与轻度损伤组相比,广泛性损伤组显示出广泛的双半球 CT 下降模式(P 值范围:.004-.049),而言语记忆损伤组则显示出双侧颞叶 CT 下降(P 值范围:.006-.049)和 MD 增加(P 值范围:.015-.045)。仅在言语记忆障碍组中,海马旁 MD 的增加与言语记忆得分的降低有关(P 值 结论):脑肿瘤患者的认知表型显示出独特的脑部病理模式,表明其损伤特征的潜在机制各不相同。这些独特的模式凸显了我们的表型分析方法的生物学相关性,并有助于确定结构和微结构的薄弱区域,为治疗决策提供依据。
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Neuro-oncology advances
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