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Exploring the Multifaceted Role of NRF2 in Brain Physiology and Cancer: A Comprehensive Review 探索 NRF2 在脑生理学和癌症中的多方面作用:全面回顾
Pub Date : 2023-12-23 DOI: 10.1093/noajnl/vdad160
Maya M Moubarak, Antonio C Pagano Zottola, Claire M Larrieu, Sylvain Cuvellier, T. Daubon, O. C. Martin
Chronic oxidative stress plays a critical role in the development of brain malignancies due to the high rate of brain oxygen utilization and concomitant production of reactive oxygen species (ROS). The nuclear factor-erythroid-2-related factor 2 (NRF2), a master regulator of antioxidant signaling, is a key factor in regulating brain physiology and the development of age-related neurodegenerative diseases. Also, NRF2 is known to exert a protective antioxidant effect against the onset of oxidative stress-induced diseases, including cancer, along with its pro-oncogenic activities through regulating various signaling pathways and downstream target genes. In glioblastoma (GB), grade IV glioma, tumor resistance, and recurrence are caused by the glioblastoma stem cell (GSC) population constituting a small bulk of the tumor core. The persistence and self-renewal capacity of these cell populations is enhanced by NRF2 expression in GB tissues. This review outlines NRF2's dual involvement in cancer and highlights its regulatory role in human brain physiology and diseases, in addition to the development of primary brain tumors and therapeutic potential, with a focus on GB.
慢性氧化应激在脑部恶性肿瘤的发展过程中起着至关重要的作用,因为脑部氧气利用率高,同时会产生活性氧(ROS)。核因子-红细胞-2 相关因子 2(NRF2)是抗氧化信号转导的主要调节因子,是调节大脑生理机能和与年龄相关的神经退行性疾病发展的关键因素。此外,NRF2 还通过调节各种信号通路和下游靶基因,对氧化应激诱发的疾病(包括癌症)发挥抗氧化保护作用,并具有促癌活性。在胶质母细胞瘤(GB)、IV 级胶质瘤中,肿瘤耐药性和复发是由占肿瘤核心一小部分的胶质母细胞瘤干细胞(GSC)群体引起的。GB 组织中 NRF2 的表达增强了这些细胞群的持续存在和自我更新能力。本综述概述了 NRF2 在癌症中的双重参与,强调了它在人类脑部生理和疾病中的调控作用,以及原发性脑肿瘤的发展和治疗潜力,重点关注 GB。
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引用次数: 0
TGF-β and BMP Signaling are Associated with the Transformation of Glioblastoma to Gliosarcoma and then Osteosarcoma TGF-β和BMP信号与胶质母细胞瘤向胶质肉瘤再向骨肉瘤的转化有关
Pub Date : 2023-12-19 DOI: 10.1093/noajnl/vdad164
Aiguo Li, John C Hancock, Martha Quezado, Susie Ahn, Nicole J Briceno, O. Celiku, Surabhi Ranjan, O. Aboud, Nicole Colwell, Sun A Kim, E. Nduom, Skyler Kuhn, Deric M. Park, Elizabeth Vera, Ken Aldape, Terri S. Armstrong, Mark R Gilbert
Gliosarcoma, an isocitrate dehydrogenase wildtype (IDH-WT) variant of glioblastoma, is defined by clonal biphasic differentiation into gliomatous and sarcomatous components. While the transformation from a glioblastoma to gliosarcoma is uncommon, the subsequent transformation to osteosarcoma is rare, but may provide additional insights into the biology of these typically distinct cancers. We observed a patient initially diagnosed with glioblastoma, that differentiated into gliosarcoma at recurrence, and further evolved to an osteosarcoma at second relapse. Our objective was to characterize the molecular mechanisms of tumor progression associated with this phenotypic transformation. Tumor samples were collected at all three stages of disease and RNA sequencing was performed to capture their transcriptomic profiles. Sequential clonal evolution was confirmed by maintenance of an identical PTEN mutation throughout the tumor differentiation using the TSO500 gene panel. Publicly available datasets and the Nanostring nCounter technology were used to validate the results. The glioblastoma tumor from this patient possessed mixed features of all three TCGA-defined transcriptomic subtypes of an IDH-WT glioblastoma and a proportion of osteosarcoma signatures were upregulated in the original tumor. Analysis showed that enhanced TGF-β and BMP signaling were associated with tumor transformation. Regulatory network analysis revealed that TGF-β family signaling committed the lineage tumor to osteogenesis by stimulating expression of runt-related transcription factor 2 (RUNX2), a master regulator of bone formation. This unusual clinical case provided an opportunity to explore the modulators of longitudinal sarcomatous transformation, potentially uncovering markers indicating predisposition to this change and identification of novel therapeutic targets.
胶质肉瘤是胶质母细胞瘤的一种异柠檬酸脱氢酶野生型(IDH-WT)变体,其特征是克隆性双相分化为胶质瘤和肉瘤两种成分。虽然从胶质母细胞瘤转化为胶质肉瘤的情况并不常见,但随后转化为骨肉瘤的情况也很罕见,但这可能会让人们对这些典型的不同癌症的生物学特性有更多的了解。我们观察到一名患者最初被诊断为胶质母细胞瘤,复发时分化为胶质肉瘤,第二次复发时进一步演变为骨肉瘤。我们的目的是研究与这种表型转化相关的肿瘤进展的分子机制。 我们收集了这三个阶段的肿瘤样本,并进行了 RNA 测序,以捕捉它们的转录组特征。利用TSO500基因面板,通过在整个肿瘤分化过程中保持相同的PTEN突变,证实了克隆的连续演化。公开数据集和Nanostring nCounter技术用于验证结果。 该患者的胶质母细胞瘤具有IDH-WT胶质母细胞瘤的所有三种TCGA定义的转录组亚型的混合特征,而且原始肿瘤中有一部分骨肉瘤特征上调。分析表明,TGF-β和BMP信号的增强与肿瘤转化有关。调控网络分析显示,TGF-β家族信号通过刺激骨形成的主调控因子RUNT相关转录因子2(RUNX2)的表达,使系肿瘤发生骨形成。 这一不寻常的临床病例为探索纵向肉瘤转化的调节因子提供了机会,有可能发现表明这种变化易感性的标记物,并确定新的治疗靶点。
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引用次数: 0
Quantification perineural satellitosis in pretreatment glioblastoma with structural MRI and a diffusion tensor imaging template 利用结构磁共振成像和弥散张量成像模板量化胶质母细胞瘤治疗前的神经周围饱和度
Pub Date : 2023-12-19 DOI: 10.1093/noajnl/vdad168
Rik van den Elshout, Benthe Ariëns, Joost Blaauboer, Frederick J A Meijer, Anja G van der Kolk, Morteza Esmaeili, Tom W J Scheenen, D. Henssen
Survival outcomes for glioblastoma (GBM) patients remain unfavorable, and tumor recurrence is often observed. Understanding the radiological growth patterns of GBM could aid in improving outcome. This study aimed to examine the relationship between contrast-enhancing tumor growth direction and white matter, using an image registration and deformation strategy. In GBM patients two pretreatment scans (diagnostic and neuronavigation) were gathered retrospectively, co-registered to a template and DTI atlas. The GBM lesions were segmented and co-registered to the same space. Growth vectors were derived and divided into vector populations parallel (Φ = 0-20 degrees) and perpendicular (Φ = 70-90 degrees) to white matter. To test for statistical significance between parallel and perpendicular groups, a paired samples Students T-test was performed. O6-methylguanine-DNA methyltransferase (MGMT) methylation status and its correlation to growth rate was also tested using a one-way ANOVA test. For 78 GBM patients (mean age 61 years ± 13 SD, 32 men), the included GBM lesions showed a predominant preference of perineural satellitosis (p<0.001), with a mean percentile growth of 30.8% (95CI 29.6% – 32.0%) parallel (0° < |Φ| <20°) to white matter. Perpendicular tumor growth with respect to white matter microstructure (70° < |Φ| <90°) showed to be 22.7% (95CI 21.3% – 24.1%) of total tumor growth direction. The presented strategy showed that tumor growth direction in pretreatment GBM patients correlated with white matter architecture. Future studies with patient-specific DTI data are required to verify the accuracy of this method prospectively to identify its usefulness as a clinical metric in pre- and posttreatment setting.
胶质母细胞瘤(GBM)患者的生存状况仍然不容乐观,而且经常出现肿瘤复发。了解 GBM 的放射学生长模式有助于改善预后。本研究旨在利用图像注册和变形策略,研究对比度增强的肿瘤生长方向与白质之间的关系。 研究人员回顾性收集了 GBM 患者的两次预处理扫描(诊断扫描和神经导航扫描),并与模板和 DTI 图集共同注册。对 GBM 病灶进行分割,并共同登记到同一空间。得出生长矢量,并将其分为平行于白质(Φ = 0-20 度)和垂直于白质(Φ = 70-90 度)的矢量群。为检验平行组和垂直组之间的统计学意义,进行了配对样本学生 T 检验。O6-甲基鸟嘌呤-DNA 甲基转移酶(MGMT)甲基化状态及其与生长速度的相关性也通过单因素方差分析进行了检验。 78名GBM患者(平均年龄61岁±13 SD,32名男性)的GBM病变主要表现为神经周围饱和(P<0.001),与白质平行(0° < |Φ| <20°)生长的平均百分位数为30.8%(95CI 29.6% - 32.0%)。与白质微结构垂直的肿瘤生长方向(70° < |Φ| <90°)占总肿瘤生长方向的22.7%(95CI 21.3% - 24.1%)。 本文提出的策略表明,治疗前 GBM 患者的肿瘤生长方向与白质结构相关。未来需要使用患者特异性 DTI 数据进行研究,前瞻性地验证该方法的准确性,以确定其作为治疗前后临床指标的实用性。
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引用次数: 0
MGMT function determines the differential response of ATR inhibitors with DNA-damaging agents in glioma stem cells for GBM therapy MGMT 功能决定了胶质瘤干细胞中的 ATR 抑制剂与 DNA 损伤剂对 GBM 治疗的不同反应
Pub Date : 2023-12-19 DOI: 10.1093/noajnl/vdad165
Vincent W S Leong, Sabbir Khan, P. Sharma, Shaofang Wu, Riya R Thomas, Xiaolong Li, Sanjay K. Singh, Frederick F Lang, W. A. Yung, D. Koul
The most prevalent cancer treatments cause cell death through DNA damage. However, DNA damage response (DDR) repair pathways, initiated by tumor cells, can withstand the effects of anticancer drugs, providing justification for combining DDR inhibitors with DNA-damaging anticancer treatments. Cell viability assays were performed with CellTiter-Glo assay. DNA damage was evaluated using Western blotting analysis. RNA-seq and single-cell level expression was used to identify the DDR signatures. In vivo studies were conducted in mice to determine the effect of ATris with TMZ sensitization. We found a subpopulation of glioma sphere-forming cells (GSCs) with substantial synergism with temozolomide (TMZ) using a panel of 3 clinical-grade ataxia telangiectasia- and Rad3-related kinase inhibitors (ATRis), (elimusertib, berzosertib, and ceralasertib). Interestingly, most synergistic cell lines had O6-methylguanine-DNA methyltransferase (MGMT) promoter methylation, indicating that ATRi mainly benefit tumors with no MGMT repair. Further, TMZ activated the ATR-checkpoint kinase 1 (Chk1) axis in an MGMT-dependent way. TMZ caused ATR-dependent Chk1 phosphorylation and DNA double-strand breaks as shown by increased γH2AX. Increased DNA damage and decreased Chk1 phosphorylation was observed upon the addition of ATRis to TMZ in MGMT-methylated (MGMT-) GSCs.TMZ also improved sensitivity to ATRis in vivo, as shown by increased mouse survival with the TMZ and ATRi combination treatment. This research provides a rationale for selectively targeting MGMT-methylated cells using ATRis and TMZ combination. Overall, we believe that MGMT methylation status in GBM could serve as a robust biomarker for patient selection for ATRi combined with TMZ.
最常见的癌症治疗方法会通过 DNA 损伤导致细胞死亡。然而,由肿瘤细胞启动的DNA损伤应答(DDR)修复途径可以抵御抗癌药物的作用,这为将DDR抑制剂与DNA损伤抗癌治疗相结合提供了理由。 细胞活力检测采用 CellTiter-Glo 检测法。DNA 损伤通过 Western 印迹分析进行评估。使用 RNA-seq 和单细胞水平表达来确定 DDR 特征。对小鼠进行了体内研究,以确定 ATris 对 TMZ 敏化的影响。 我们发现胶质瘤球形细胞(GSCs)亚群与替莫唑胺(TMZ)有很大的协同作用,使用了3种临床级共济失调毛细血管扩张症和Rad3相关激酶抑制剂(ATRis)(elimusertib、berzosertib和ceralasertib)。有趣的是,大多数具有协同作用的细胞系都存在 O6-甲基鸟嘌呤-DNA 甲基转移酶(MGMT)启动子甲基化,这表明 ATRi 主要有益于无 MGMT 修复的肿瘤。此外,TMZ 还以 MGMT 依赖性方式激活了 ATR-检查点激酶 1(Chk1)轴。TMZ导致ATR依赖性Chk1磷酸化和DNA双链断裂,表现为γH2AX增加。在MGMT甲基化(MGMT-)的GSCs中将ATRis加入TMZ后,可观察到DNA损伤增加和Chk1磷酸化减少。TMZ还提高了体内对ATRis的敏感性,这表现在TMZ和ATRi联合治疗后小鼠存活率增加。 这项研究为使用 ATRis 和 TMZ 联合疗法选择性地靶向 MGMT 甲基化细胞提供了理论依据。总之,我们认为 GBM 中的 MGMT 甲基化状态可以作为选择 ATRi 与 TMZ 联合治疗患者的可靠生物标志物。
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引用次数: 0
Volumetric Analysis: Rethinking Brain Metastases Response Assessment 容积分析:重新思考脑转移瘤反应评估
Pub Date : 2023-12-10 DOI: 10.1093/noajnl/vdad161
B. Ocaña-Tienda, J. Pérez-Beteta, J. A. Romero-Rosales, B. Asenjo, A. Ortiz de Mendivil, Luis Alberto Pérez Romasanta, Jose David Albillo Labarra, Fátima Nagib, María Vidal Denis, B. Luque, Estanislao Arana, Víctor M. Pérez-García
The Response Assessment in Neuro-Oncology for Brain Metastases (RANO-BM) criteria are the gold standard for assessing brain metastases (BMs) treatment response. However, they are limited by their reliance on one dimension, despite the routine use of high-resolution T1-weighted MRI scans for BMs, which allows for 3D measurements. Our study aimed to investigate whether volumetric measurements could improve the response assessment in patients with BMs. We retrospectively evaluated a dataset comprising 783 BMs and analyzed the response of 185 of them from 132 patients who underwent stereotactic radiotherapy between 2007 and 2021 at five hospitals. We used T1-weighted MRIs to compute the volume of the lesions. For the volumetric criteria, progressive disease was defined as at least a 30% increase in volume, and partial response was characterized by a 20% volume reduction. Our study showed that the proposed volumetric criteria outperformed the RANO-BM criteria in several aspects: 1) Evaluating every lesion, while RANO-BM failed to evaluate 9.2% of them. 2) Classifying response effectively in 140 lesions, compared to only 72 lesions classified by RANO-BM. 3) Identifying BM recurrences a median of 3.3 months earlier than RANO-BM criteria. Our study demonstrates the superiority of volumetric criteria in improving the response assessment of BMs compared to the RANO-BM criteria. Our proposed criteria allow for evaluation of every lesion, regardless of its size or shape, better classification, and enable earlier identification of progressive disease. Volumetric criteria provide a standardized, reliable, and objective tool for assessing treatment response.
神经肿瘤学脑转移反应评估(RANO-BM)标准是评估脑转移治疗反应的金标准。然而,尽管常规使用高分辨率t1加权MRI扫描脑转移,但它们受限于对一维的依赖,这允许三维测量。我们的研究旨在探讨体积测量是否可以改善脑转移患者的反应评估。我们回顾性评估了包含783例脑转移的数据集,并分析了2007年至2021年期间在五家医院接受立体定向放疗的132例患者中185例脑转移的反应。我们使用t1加权mri来计算病变的体积。对于体积标准,进行性疾病被定义为体积增加至少30%,部分缓解的特征是体积减少20%。我们的研究表明,所提出的体积标准在几个方面优于RANO-BM标准:1)评估每个病变,而RANO-BM未能评估9.2%的病变。2)对140个病变的反应进行了有效分类,而RANO-BM仅对72个病变进行了有效分类。3)确定脑转移复发的中位数比RANO-BM标准早3.3个月。我们的研究表明,与RANO-BM标准相比,体积标准在改善脑转移的反应评估方面具有优势。我们提出的标准允许评估每个病变,无论其大小或形状,更好的分类,并能够早期识别进行性疾病。容积标准为评估治疗反应提供了一种标准化、可靠和客观的工具。
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引用次数: 0
Network targeting combination therapy (NTCT) of synthetic lethal (SL) vulnerabilities in 9p21 deficient glioblastoma (GBM): a case report 针对 9p21 缺陷胶质母细胞瘤 (GBM) 中合成致死 (SL) 漏洞的网络靶向联合疗法 (NTCT):病例报告
Pub Date : 2023-12-10 DOI: 10.1093/noajnl/vdad162
Michael P Castro, Kristin Dittmar
Patients with relapsed or progressive glioblastoma only rarely respond to salvage therapies. Nevertheless, comprehensive genomic profiling can provide insight that can identify promising approaches. Signaling pathway analyses have revealed synthetic lethal partnerships which create the possibility of targeting vulnerabilities arising from loss of tumor suppressor genes. For synthetic lethal vulnerabilities that are not present in normal tissues, lethal cytotoxicity against cancer cells can be achieved without the necessity of causing normal tissue toxicity. This case reports describes a patient with progressive glioblastoma with homozygous deletion of chromosome 9p21. Vulnerabilities created by CDKN2A and MTAP loss were exploited with pemetrexed, bevacizumab, and candesartan (PBC) to achieve a clinically meaningful remission by targeting multiple synthetic lethal nodes. Synthetic lethality can reveal the basis for exceptional responsiveness, thus extending the utility of molecular profiling and fulfilling the promise of precision medicine.
复发或进展期胶质母细胞瘤患者很少对挽救疗法有反应。然而,全面的基因组分析可以提供洞察力,从而确定有前景的方法。信号通路分析揭示了合成致死伙伴关系,这为靶向因肿瘤抑制基因缺失而产生的薄弱环节提供了可能性。对于正常组织中不存在的合成致命弱点,可以对癌细胞产生致命的细胞毒性,而不必造成正常组织毒性。本病例报告描述了一名患有进展性胶质母细胞瘤的患者,其染色体 9p21 存在同源染色体缺失。利用CDKN2A和MTAP缺失造成的弱点,使用培美曲塞、贝伐单抗和坎地沙坦(PBC),通过靶向多个合成致死结节,实现了有临床意义的缓解。合成致死性可以揭示特殊反应性的基础,从而扩大分子剖析的效用,实现精准医疗的承诺。
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引用次数: 0
A LINE-1 Mediated Deletion Resulting in Germline Retinoblastoma Predisposition LINE-1 介导的缺失导致遗传性视网膜母细胞瘤易感性
Pub Date : 2023-12-10 DOI: 10.1093/noajnl/vdad163
Erica L Macke, Anthony R Miller, Eileen Stonerock, Randal Olshefski, Kristin N Zajo, Tracy A Bedrosian, Elaine R Mardis, Yassmine M N Akkari, C. Cottrell, K. Schieffer
Retinoblastoma is an ocular cancer associated with genomic variation in the RB1 gene. In individuals with bilateral retinoblastoma, a germline variant in RB1 is identified in virtually all cases. We describe herein an individual with bilateral retinoblastoma for whom multiple clinical lab assays performed by outside commercial laboratories failed to identify a germline RB1 variant. Paired tumor/normal exome sequencing, long-read whole genome sequencing, and long-read isoform sequencing performed on a translational research basis ultimately identified a germline likely de novo LINE-1 mediated deletion resulting in a premature stop of translation of RB1 as the underlying genetic cause of retinoblastoma in this individual. Based on these research findings, the LINE-1 mediated deletion was confirmed via Sanger sequencing in our clinical laboratory and results reported into the patient medical record to allow for appropriate genetic counseling.
视网膜母细胞瘤是一种与RB1基因基因组变异相关的眼癌。在双侧视网膜母细胞瘤患者中,RB1的种系变异几乎在所有病例中都被发现。我们在此描述了一个双侧视网膜母细胞瘤的个体,由外部商业实验室进行的多次临床实验室分析未能识别种系RB1变体。配对肿瘤/正常外显子组测序、长读全基因组测序和长读异构体测序在翻译研究的基础上最终确定了一种生殖细胞可能从头开始的LINE-1介导的缺失,导致RB1翻译过早停止,这是该个体视网膜母细胞瘤的潜在遗传原因。基于这些研究结果,我们的临床实验室通过Sanger测序证实了LINE-1介导的缺失,并将结果报告到患者病历中,以便进行适当的遗传咨询。
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引用次数: 0
Keeping a Track on Leptomeningeal Disease in Non-Small Cell Lung Cancer: A Single Institution Experience with CNSideTM 追踪非小细胞肺癌的脑膜疾病:使用 CNSideTM 的单一机构经验
Pub Date : 2023-12-09 DOI: 10.1093/noajnl/vdad150
S. Puri, R. Malani, Anna W Chalmers, K. Kerrigan, Shiven B. Patel, Kelly Monynahan, L. Cannon, Barbara Blouw, Wallace Akerley
Leptomeningeal Disease (LMD) is a devastating complication for patients with advanced cancer. Diagnosis and monitoring the response to therapy remains challenging due to limited sensitivity and specificity of standard-of-care (SOC) diagnostic modalities, including cerebrospinal fluid (CSF) cytology, MRI, and clinical evaluation. These hindrances contribute to the poor survival of LMD patients. CNSide is a CLIA-validated test that detects and characterizes CSF-derived tumor cells and cell-free (cf) DNA. We performed a retrospective analysis on the utility of CNSide to analyze CSF obtained from advanced non-small cell lung cancer (aNSCLC) patients with suspected LMD treated at the Huntsman Cancer Institute in Salt Lake City, Utah. CNSide was used to evaluate CSF from fifteen patients with aNSCLC. CSF tumor cell quantification was performed throughout treatment for five patients. CSF tumor cells and cfDNA were characterized for actionable mutations. In LMD-positive patients, CNSide detected CSF tumor cells in 88% (22/25) samples vs. 40% (10/25) for cytology (matched samples). CSF tumor cell numbers tracked response to therapy in five patients where CNSide was used to quantify tumor cells throughout treatment. In 75% (9/12) of the patients genetic alterations were detected in CSF, with majority representing gene mutations and amplifications with therapeutic potential. The median survival for LMD patients was 16.1 m (5.2- NR). We show that CNSide can supplement the management of LMD in conjunction with SOC methods for the diagnosis, monitoring response to therapy, and identifying actionable mutations unique to the CSF in patients with LMD.
轻脑膜病(LMD)是晚期癌症患者的一种毁灭性并发症。由于标准诊断模式(包括脑脊液(CSF)细胞学、MRI和临床评估)的敏感性和特异性有限,诊断和监测对治疗的反应仍然具有挑战性。这些障碍导致LMD患者的生存率较低。CNSide是一种经过clia验证的检测方法,可检测和表征csf来源的肿瘤细胞和无细胞(cf) DNA。我们对在犹他州盐湖城亨茨曼癌症研究所(Huntsman cancer Institute)接受疑似LMD治疗的晚期非小细胞肺癌(aNSCLC)患者的脑脊液进行了回顾性分析。CNSide用于评估15例aNSCLC患者的CSF。在整个治疗过程中对5例患者进行脑脊液肿瘤细胞定量。脑脊液肿瘤细胞和cfDNA以可操作突变为特征。在lmd阳性患者中,CNSide在88%(22/25)样本中检测到脑脊液肿瘤细胞,而在细胞学(匹配样本)中检测到脑脊液肿瘤细胞的比例为40%(10/25)。脑脊液肿瘤细胞数追踪了5例患者对治疗的反应,在整个治疗过程中,CNSide用于量化肿瘤细胞。75%(9/12)的患者在脑脊液中检测到基因改变,其中大多数代表具有治疗潜力的基因突变和扩增。LMD患者的中位生存期为16.1 m (5.2- NR)。我们表明,CNSide可以与SOC方法一起补充LMD的诊断,监测对治疗的反应,并识别LMD患者CSF特有的可操作突变。
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引用次数: 0
Analysis of treatment sequence and outcomes in patients with relapsed malignant peripheral nerve sheath tumors 恶性周围神经鞘瘤复发患者的治疗顺序和疗效分析
Pub Date : 2023-12-02 DOI: 10.1093/noajnl/vdad156
Lindy Zhang, K. Lemberg, A. Calizo, Ravi Varadhan, Alan H Siegel, Christian F. Meyer, J. Blakeley, C. A. Pratilas
Malignant peripheral nerve sheath tumors (MPNST) are aggressive soft tissue sarcomas originating from cellular components within the nerve sheath. The incidence of MPNST is highest in people with neurofibromatosis type 1 (NF1), and MPNST is the leading cause of death for these individuals. Complete surgical resection is the only curative therapeutic option, but is often unfeasible due to tumor location, size, or presence of metastases. Evidence-based choices of chemotherapy for recurrent/ refractory MPNST remain elusive. To address this gap, we conducted a retrospective analysis of our institutional experience in treating patients with relapsed MPNST in order to describe patient outcomes related to salvage regimens. We conducted a retrospective electronic health record analysis of patients with MPNST who were treated at Johns Hopkins Hospital from January 2010 to June 2021. We calculated time to progression (TTP) based on salvage chemotherapy regimens. Sixty-five patients were included in the analysis. Upfront therapy included single or combined modalities of surgery, chemotherapy, or radiotherapy. Forty-eight patients received at least one line of chemotherapy, which included 23 different regimens (excluding active clinical studies). Most patients (n=42, 87.5%) received a combination of doxorubicin, ifosfamide, or etoposide as first-line chemotherapy. Salvage chemotherapy regimens and their TTP varied greatly, with irinotecan/ temozolomide-based regimens having the longest average TTP (255.5 days, among 4 patients). Patients with advanced or metastatic MPNST often succumb to their disease despite multiple lines of therapy. These data may be used as comparative information in decision-making for future patients and clinical trials.
恶性周围神经鞘肿瘤(MPNST)是一种侵袭性软组织肉瘤,起源于神经鞘内的细胞成分。MPNST在1型神经纤维瘤病(NF1)患者中的发病率最高,MPNST是这些患者死亡的主要原因。完全手术切除是唯一的治疗选择,但由于肿瘤的位置,大小或转移的存在,通常是不可行的。复发/难治性MPNST的循证化疗选择仍然难以捉摸。为了解决这一差距,我们对我们治疗复发性MPNST患者的机构经验进行了回顾性分析,以描述与挽救方案相关的患者结果。我们对2010年1月至2021年6月在约翰霍普金斯医院接受治疗的MPNST患者进行了回顾性电子健康记录分析。我们根据挽救性化疗方案计算进展时间(TTP)。65名患者被纳入分析。前期治疗包括单一或联合手术、化疗或放疗。48名患者接受了至少一种化疗,其中包括23种不同的方案(不包括正在进行的临床研究)。大多数患者(n= 42,87.5%)接受阿霉素、异环磷酰胺或依托泊苷联合一线化疗。挽救性化疗方案及其TTP差异很大,以伊立替康/替莫唑胺为基础的方案平均TTP最长(4例患者中255.5天)。晚期或转移性MPNST患者尽管接受了多种治疗,但往往还是死于疾病。这些数据可以作为未来患者和临床试验决策的比较信息。
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引用次数: 0
10048-CO-2 CAN NATURAL LANGUAGE PROCESSING AI BE AN APPROPRIATE “ADVISER” FOR BRAIN TUMOR PATIENTS? CLINICAL APPLICATION AND ISSUES ON CHATGPT 10048-CO-2 自然语言处理 AI 能否成为脑肿瘤患者的合适 "顾问"?聊天技术的临床应用和问题
Pub Date : 2023-12-01 DOI: 10.1093/noajnl/vdad141.024
Taijun Hana, Satoshi Takahashi, Yuki Kawaguchi, S. Oya
Abstract INTRODUCTION Brain tumors affect approximately 20,000 individuals annually in Japan, with some cases requiring urgent treatment. However, the medical knowledge of non-medical individuals (the general public) is often limited, resulting in delays in seeking treatment even when neurological symptoms are evident. Having appropriate advisors who can encourage medical consultations could potentially improve this situation. While Natural Language Processing AI (NLP-AI) is widely used, its full integration into healthcare remains a work in progress. ChatGPT, a prominent NLP-AI, possesses extensive knowledge and is accessible 24/7 online. We explored the potential of leveraging its advanced capabilities and accessibility in the field of brain tumor management. METHODS To evaluate its ability to guide hospital visits effectively, we simulated various symptoms associated with primary brain tumors and consulted ChatGPT(GPT3.5) as patients. We also assessed how ChatGPT handled unnecessary noise information (unrelated symptoms) during symptom consultations. RESULTS ChatGPT consistently recommended hospital visits for all simulated brain tumor patients and provided appropriate advice regarding the urgency and relevant medical department. Notably, even when patients expressed hesitation and refusal hospital visits, ChatGPT persistently persuaded them to visit the hospital despite the user(patient)'s intention. Despite the introduction of noise information, ChatGPT accurately identified and emphasized the importance of relevant symptoms, prompting appropriate medical attention. However, accuracy declined when excessive noise was present. Additionally, ChatGPT generated concise summaries of medical histories for presentation during hospital visits. DISCUSSION While AI is widely utilized in medical imaging, the comprehensive integration of conversational AI in healthcare is still in progress. ChatGPT, despite not being a healthcare professional, holds potential as an "advisor" with extensive medical knowledge, accessible for consultations at any time, to support brain tumor patients. However, challenges related to accountability and expanding knowledge capabilities remain to be addressed.
在日本,每年约有2万人罹患脑肿瘤,其中一些病例需要紧急治疗。然而,非医疗人员(一般公众)的医学知识往往有限,导致即使在神经症状明显时寻求治疗的延误。拥有能够鼓励医疗咨询的适当顾问可能会改善这种情况。虽然自然语言处理人工智能(NLP-AI)得到了广泛的应用,但将其完全整合到医疗保健领域仍在进行中。ChatGPT是一个著名的NLP-AI,拥有广泛的知识,并可全天候在线访问。我们探索利用其先进的能力和可及性在脑肿瘤管理领域的潜力。方法为了评估其有效指导医院就诊的能力,我们模拟了与原发性脑肿瘤相关的各种症状,并作为患者咨询了ChatGPT(GPT3.5)。我们还评估了ChatGPT在症状咨询期间如何处理不必要的噪音信息(不相关的症状)。结果:ChatGPT一致建议所有模拟脑肿瘤患者到医院就诊,并就紧急情况和相关医疗部门提供适当的建议。值得注意的是,即使患者表现出犹豫和拒绝去医院,ChatGPT也会不顾用户(患者)的意愿,坚持说服他们去医院。尽管引入了噪声信息,ChatGPT准确地识别并强调了相关症状的重要性,提示了适当的医疗护理。然而,当存在过多的噪声时,精度下降。此外,ChatGPT还生成了简明的病史摘要,以便在医院就诊期间进行展示。虽然人工智能在医学成像领域得到了广泛的应用,但会话式人工智能在医疗保健领域的全面整合仍在进行中。ChatGPT虽然不是医疗保健专业人员,但它有潜力成为拥有丰富医学知识的“顾问”,随时为脑肿瘤患者提供咨询。然而,与问责制和扩大知识能力有关的挑战仍有待解决。
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Neuro-oncology Advances
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