diffuse glioma

弥漫性神经胶质瘤
  • 文章类型: Journal Article
    胶质瘤中的细胞衰老是由衰老和复制引起的复杂过程,电离辐射,致癌应激,以及替莫唑胺的使用。然而,神经胶质瘤必须逃避衰老和实现细胞永生的逃避途径要复杂得多,其中端粒酶的表达和端粒的交替延长,以及一些原癌基因或肿瘤抑制基因的突变,参与其中。在神经胶质瘤中,这些与细胞衰老相关的分子机制可具有抑瘤或促进作用,并直接参与肿瘤的复发和进展。从这些与细胞衰老相关的细胞机制来看,有可能产生有针对性的抗衰老和抗衰老疗法,以改善对当前可用治疗的反应并提高生存率。本文就胶质瘤细胞衰老的诱导和逃避机制作一综述。并回顾了针对细胞衰老相关途径的治疗方法。
    Cellular senescence in gliomas is a complex process that is induced by aging and replication, ionizing radiation, oncogenic stress, and the use of temozolomide. However, the escape routes that gliomas must evade senescence and achieve cellular immortality are much more complex, in which the expression of telomerase and the alternative lengthening of telomeres, as well as the mutation of some proto-oncogenes or tumor suppressor genes, are involved. In gliomas, these molecular mechanisms related to cellular senescence can have a tumor-suppressing or promoting effect and are directly involved in tumor recurrence and progression. From these cellular mechanisms related to cellular senescence, it is possible to generate targeted senostatic and senolytic therapies that improve the response to currently available treatments and improve survival rates. This review aims to summarize the mechanisms of induction and evasion of cellular senescence in gliomas, as well as review possible treatments with therapies targeting pathways related to cellular senescence.
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  • 文章类型: Journal Article
    背景:基于肿瘤组织学的神经胶质瘤分类仍然是神经胶质瘤诊断和预后的金标准。然而,世界卫生组织(WHO)最近的分类包括用于诊断和预后的分子研究.免疫组织化学标志物如异柠檬酸脱氢酶1(IDH1)和α地中海贫血/智力低下综合征X连锁(ATRX)可用于大多数神经胶质瘤的诊断和预后。
    目的:我们旨在使用替代免疫组织化学标记研究弥漫性神经胶质瘤中IDH1和ATRX突变的频率,并将神经胶质瘤的组织病理学发现与免疫组织化学发现相关联。
    方法:这是一项回顾性研究,为期一年,从2022年1月到2022年12月,在病理科进行。从医疗记录中检索相关数据。收集组织病理学块并使用IDH1和ATRX的组织微阵列进行免疫组织化学研究。
    方法:定性数据以百分比和比例表示。比例差异采用卡方检验计算,p值<0.005被认为是显著的。
    结果:共51例弥漫性神经胶质瘤被纳入研究。IDH1阳性弥漫性星形细胞瘤的发生率为33例(64.7%),12例(23.5%)患者出现ATRX丢失。
    结论:免疫组织化学作为检测弥漫性神经胶质瘤分子改变的替代标记。
    BACKGROUND: Classification of gliomas based on tumor histology remains the gold standard in the diagnosis and prognosis of gliomas. However, the recent World Health Organization (WHO) classification has included molecular studies for diagnosis and prognostication. Immunohistochemical markers such as isocitrate dehydrogenase 1 (IDH1) and alpha thalassemia/mental retardation syndrome X-linked (ATRX) can be used for the diagnosis and prognosis of the majority of gliomas.
    OBJECTIVE: We aim to study the frequencies of IDH1 and ATRX mutations in diffuse gliomas using surrogate immunohistochemical markers and correlate histopathological findings of gliomas with immunohistochemical findings.
    METHODS: This was a retrospective study of one-year duration from January 2022 to December 2022, conducted in the department of pathology. Relevant data was retrieved from medical records. Histopathology blocks were collected and sent for immunohistochemical studies using tissue microarray for IDH1 and ATRX.
    METHODS: Qualitative data were expressed in percentages and proportions. The difference in proportion was calculated using the chi-square test, and a p-value of <0.005 was taken as significant.
    RESULTS: A total of 51 cases of diffuse gliomas were included in the study. The frequency of IDH1-positive diffuse astrocytomas was 33 (64.7%), and loss of ATRX was seen in 12 (23.5%) cases.
    CONCLUSIONS: Immunohistochemistry serves as a surrogate marker to detect molecular alterations in diffuse gliomas.
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  • 文章类型: Journal Article
    背景:T2-FLAIR错配征是星形细胞瘤的特征性影像学生物标志物,异柠檬酸脱氢酶(IDH)-突变体。然而,研究者对这一体征的阳性/阴性提供了不同的解释,并给出了个别病例定性视觉评估的性质.此外,MR序列参数也影响T2-FLAIR失配信号的出现。为了解决这些问题,我们使用合成MR技术定量评估和区分星形细胞瘤和少突胶质细胞瘤。
    方法:本研究纳入了20例新诊断的非增强型IDH突变型弥漫性神经胶质瘤患者,这些患者在我们机构接受了术前合成MRI检查,使用涡轮自旋回波读出(QRAPMASTER)序列通过饱和恢复的多回波采集来量化松弛时间和质子密度。两名独立的审阅者评估了术前常规MR图像,以确定是否存在T2-FLAIR失配征象。使用合成MRI测量肿瘤病变中的T1,T2和质子密度(PD)值。进行受试者工作特征(ROC)曲线分析以评估诊断性能。
    结果:病理诊断包括星形细胞瘤,IDH突变体(n=12)和少突胶质细胞瘤,IDH-突变体和1p/19q-缺失(n=8)。T2-FLAIR错配征对星形细胞瘤的敏感性和特异性分别为66.7%和100%[ROC曲线下面积(AUC)=0.833],分别。星形细胞瘤的T1,T2和PD值明显高于少突胶质细胞瘤(分别为p<0.0001,<0.0001和0.0154)。截止病变T1值为1580ms,完全分化为星形细胞瘤与少突胶质细胞瘤(AUC=1.00)。
    结论:使用合成MRI对未增强的IDH突变型弥漫性神经胶质瘤进行定量评估,可以比常规的T2-FLAIR错配征更好地区分星形细胞瘤和少突胶质细胞瘤。通过合成MRI测量T1和T2值可以改善IDH突变型弥漫性胶质瘤的分化。
    BACKGROUND: The T2-FLAIR mismatch sign is a characteristic imaging biomarker for astrocytoma, isocitrate dehydrogenase (IDH)-mutant. However, investigators have provided varying interpretations of the positivity/negativity of this sign given for individual cases the nature of qualitative visual assessment. Moreover, MR sequence parameters also influence the appearance of the T2-FLAIR mismatch sign. To resolve these issues, we used synthetic MR technique to quantitatively evaluate and differentiate astrocytoma from oligodendroglioma.
    METHODS: This study included 20 patients with newly diagnosed non-enhanced IDH-mutant diffuse glioma who underwent preoperative synthetic MRI using the Quantification of Relaxation Times and Proton Density by Multiecho acquisition of a saturation-recovery using Turbo spin-Echo Readout (QRAPMASTER) sequence at our institution. Two independent reviewers evaluated preoperative conventional MR images to determine the presence or absence of the T2-FLAIR mismatch sign. Synthetic MRI was used to measure T1, T2 and proton density (PD) values in the tumor lesion. Receiver operating characteristic (ROC) curve analysis was performed to evaluate the diagnostic performance.
    RESULTS: The pathological diagnoses included astrocytoma, IDH-mutant (n = 12) and oligodendroglioma, IDH-mutant and 1p/19q-codeleted (n = 8). The sensitivity and specificity of T2-FLAIR mismatch sign for astrocytoma were 66.7% and 100% [area under the ROC curve (AUC) = 0.833], respectively. Astrocytoma had significantly higher T1, T2, and PD values than did oligodendroglioma (p < 0.0001, < 0.0001, and 0.0154, respectively). A cutoff lesion T1 value of 1580 ms completely differentiated astrocytoma from oligodendroglioma (AUC = 1.00).
    CONCLUSIONS: Quantitative evaluation of non-enhanced IDH-mutant diffuse glioma using synthetic MRI allowed for better differentiation between astrocytoma and oligodendroglioma than did conventional T2-FLAIR mismatch sign. Measurement of T1 and T2 value by synthetic MRI could improve the differentiation of IDH-mutant diffuse gliomas.
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  • 文章类型: Journal Article
    背景:最近的证据表明,负责神经胶质瘤发病机理的肿瘤干细胞具有与神经干细胞相似的特性。我们已经研究了神经胶质瘤中两种表达最一致的干细胞标志物,即,CD133和Nestin,并将它们与p53表达和IDH状态进行比较。
    目的:评估Nestin和CD133的表达水平,并确定不同级别的弥漫性胶质瘤与IDH状态和p53表达之间的相关性。
    方法:对102名受试者进行横断面回顾性研究,研究成人弥漫性神经胶质瘤中肿瘤干细胞标志物、CD133和Nestin的表达及其与p53和IDH1表达的相关性。该研究是在病理学和神经外科部门进行的。在福尔马林固定的石蜡包埋切片上通过免疫组织化学评估表达。CD133和Nestin表达的评分改编自Zhang等人。p53的评分从Aruna等人采用。结果:根据WHO将弥漫性胶质瘤分级为II级(30.3%),三级(28.4%),和四级(41.3%)。在世卫组织四级中,59.4%为小学,40.4%为继发性胶质母细胞瘤。73%的弥漫性胶质瘤是IDH突变体,p53的总表达率为76.4%。CD133和Nestin的表达与弥漫性胶质瘤的分级比较,which,当绘制在ROC曲线上时,AUC分别为0.6806和0.6119。它们的表达与肿瘤的IDH状态呈正相关。
    结论:肿瘤干细胞标志物CD133和Nestin在弥漫性神经胶质瘤中表达,并随着WHO恶性程度的升高而有更高的表达。这些癌症干细胞标志物已显示与弥漫性神经胶质瘤的IDH-1突变状态显著相关。因此,可以推断,CD133和Nestin表达较高的弥漫性神经胶质瘤预后较差。Further,这些肿瘤干细胞标志物有可能作为治疗靶点。
    BACKGROUND: Recent evidence suggests that the tumor stem cells that are responsible for the pathogenesis of gliomas have similar properties to those of neural stem cells. We have studied two of the most consistently expressed stem cell markers in gliomas, i.e., CD133 and Nestin, and compared them with respect to p53 expression and IDH status.
    OBJECTIVE: To assess the level of expression of Nestin and CD133, and identify a correlation among various grades of diffuse glioma with IDH status and expression of p53.
    METHODS: A cross-sectional retrospective study with 102 subjects for the expression of cancer stem cell markers; CD133 and Nestin and the correlation of their expression with that of p53 and IDH1 status in adult diffuse glioma. The study was conducted in the Departments of Pathology and Neurosurgery. The expression was assessed by immunohistochemistry on formalin-fixed paraffin-embedded sections. The scoring of expression of CD133 and Nestin was adapted from Zhang et al. The scoring for p53 was adopted from Aruna et al. Results: The diffuse gliomas were graded based on WHO into grade II (30.3%), grade III (28.4%), and grade IV (41.3%). Among WHO grade IV, 59.4% were primary, and 40.4% were secondary glioblastomas. 73% of the diffuse gliomas were IDH mutant, and p53 showed an overall expression of 76.4%. The expression of CD133 and Nestin were compared with the increasing grades of diffuse gliomas, which, when plotted on ROC curves, had AUCs of 0.6806 and 0.6119, respectively. Their expression showed a positive correlation with the IDH status of the tumor.
    CONCLUSIONS: Cancer stem cell markers CD133 and Nestin are expressed in diffuse glioma and have a higher expression with increasing WHO grade of malignancy. These cancer stem cell markers have shown significant association with the IDH-1 mutant status of diffuse gliomas. Hence, it can be inferred that diffuse gliomas with a higher expression of CD133 and Nestin have a poorer prognosis. Further, these cancer stem cell markers may be used as therapeutic targets in the future.
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  • 文章类型: Journal Article
    目的:T2-FLAIR错配征是星形细胞瘤的高度特异性诊断成像生物标志物,IDH-突变体.然而,一个确定的预后成像生物标志物尚未确定.这项研究调查了影像学预后标志物,专门分析该肿瘤的T2加权和FLAIR图像。
    方法:我们回顾性分析了31例非强化型星形细胞瘤,在我们机构治疗的IDH突变体,30例来自癌症基因组图谱(TCGA)/癌症影像档案(TCIA)。我们将“超级T2-FLAIR失配征”定义为在非囊性病变处具有与脑脊液相当的明显强的低信号,而不是像常规T2-FLAIR失配征那样仅具有苍白的FLAIR低信号肿瘤病变。囊肿被定义为圆形或椭圆形,并被排除在超级T2-FLAIR不匹配标志的标准之外。我们使用术前MRI评估了是否存在T2-FLAIR失配征和超T2-FLAIR失配征象,并通过对数秩检验分析了无进展生存期(PFS)和总生存期(OS)。
    结果:在我们的机构中有17例(55%)存在T2-FLAIR不匹配征,在TCGA-LGG数据集中有9例(30%)存在,与PFS或OS没有任何相关性。然而,在我们机构的8例(26%)和TCGA-LGG数据集中的13例(43%)中检测到了超T2-FLAIR错配征.在我们的机构,显示超级T2-FLAIR失配征的患者PFS显着延长(122.7vs.35.9个月,p=0.0491)和OS(未达到与116.7个月,p=0.0232)。同样,在TCGA-LGG数据集中,具有超级T2-FLAIR不匹配标志的用户表现出明显更长的OS(未达到与44.0个月,p=0.0177)。
    结论:超T2-FLAIR不匹配是一种有希望的非增强型星形细胞瘤的预后成像生物标志物,IDH-突变体.
    OBJECTIVE: The T2-FLAIR mismatch sign is a highly specific diagnostic imaging biomarker for astrocytoma, IDH-mutant. However, a definitive prognostic imaging biomarker has yet to be identified. This study investigated imaging prognostic markers, specifically analyzing T2-weighted and FLAIR images of this tumor.
    METHODS: We retrospectively analyzed 31 cases of non-enhancing astrocytoma, IDH-mutant treated at our institution, and 30 cases from The Cancer Genome Atlas (TCGA)/The Cancer Imaging Archive (TCIA). We defined \"super T2-FLAIR mismatch sign\" as having a significantly strong low signal comparable to cerebrospinal fluid at non-cystic lesions rather than just a pale FLAIR low-signal tumor lesion as in conventional T2-FLAIR mismatch sign. Cysts were defined as having a round or oval shape and were excluded from the criteria for the super T2-FLAIR mismatch sign. We evaluated the presence or absence of the T2-FLAIR mismatch sign and super T2-FLAIR mismatch sign using preoperative MRI and analyzed the progression-free survival (PFS) and overall survival (OS) by log-rank test.
    RESULTS: The T2-FLAIR mismatch sign was present in 17 cases (55%) in our institution and 9 cases (30%) within the TCGA-LGG dataset without any correlation with PFS or OS. However, the super T2-FLAIR mismatch sign was detected in 8 cases (26%) at our institution and 13 cases (43%) in the TCGA-LGG dataset. At our institution, patients displaying the super T2-FLAIR mismatch sign showed significantly extended PFS (122.7 vs. 35.9 months, p = 0.0491) and OS (not reached vs. 116.7 months, p = 0.0232). Similarly, in the TCGA-LGG dataset, those with the super T2-FLAIR mismatch sign exhibited notably longer OS (not reached vs. 44.0 months, p = 0.0177).
    CONCLUSIONS: The super T2-FLAIR mismatch is a promising prognostic imaging biomarker for non-enhancing astrocytoma, IDH-mutant.
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  • 文章类型: Journal Article
    “刚刚接受”的论文经过了全面的同行评审,并已被接受发表在放射学:人工智能。本文将进行文案编辑,布局,并在最终版本发布之前进行验证审查。请注意,在制作最终的文案文章期间,可能会发现可能影响内容的错误。加利福尼亚大学旧金山分校成人纵向治疗后弥漫性胶质瘤(UCSF-ALPTDG)MRI数据集是一个公开的注释数据集,其特征是在连续两次随访(共596次扫描)中采集的298例弥漫性胶质瘤患者的多模态脑MRI,具有相应的临床病史和专家体素注释。©RSNA,2024.
    Supplemental material is available for this article.
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  • 文章类型: Journal Article
    背景:原发性脊髓弥漫性胶质瘤(SpDG)是一种罕见的肿瘤,如弥漫性脑桥脑胶质瘤(DIPG),H3K27M突变。根据世界卫生组织(2021)SpDG包括在弥漫性中线H3K27改变的神经胶质瘤中,在成人中更常见,并表现出异常的临床表现,神经放射学特征,和临床行为,不同于H3G34突变型弥漫性半球胶质瘤。目前,同质的仅限成人的SpDG病例系列,有完整的数据和充分的随访,仍然缺乏。方法:我们进行了定性系统评价,专注于成人和年轻成人患者,包括所有报告原始病例的研究,具有H3K27突变的非转移性SpDG。我们分析了治疗的类型,生存,随访持续时间,和结果。结果:我们确定了1990年至2023年之间发表的30篇合格文章,共报道了62例成人和年轻的原始SpDG患者。术后结果根据随访时间进行评估,结局分为生存率或死亡率。接受手术的患者平均随访时间为17.37个月,而接受活检的患者的平均随访期为14.65个月.在还活着的病人中,平均随访时间为18.77个月.SpDG的放射学表现差异很大,表明其缺乏统一性。结论:因此,我们提出了一个描述场景,SpDG最初被怀疑是脑膜瘤,但后来发现是恶性SpDG,具有H3K27M突变。
    Background: Primary spinal cord diffuse gliomas (SpDG) are rare tumors that may harbor, like diffuse intrinsic pontine gliomas (DIPG), H3K27M mutations. According to the WHO (2021), SpDGs are included in diffuse midline H3K27-altered gliomas, which occur more frequently in adults and show unusual clinical presentation, neuroradiological features, and clinical behavior, which differ from H3 G34-mutant diffuse hemispheric glioma. Currently, homogeneous adult-only case series of SpDG, with complete data and adequate follow-up, are still lacking. Methods: We conducted a qualitative systematic review, focusing exclusively on adult and young adult patients, encompassing all studies reporting cases of primitive, non-metastatic SpDG with H3K27 mutation. We analyzed the type of treatment administered, survival, follow-up duration, and outcomes. Results: We identified 30 eligible articles published between 1990 and 2023, which collectively reported on 62 adult and young adult patients with primitive SpDG. Postoperative outcomes were assessed based on the duration of follow-up, with outcomes categorized as either survival or mortality. Patients who underwent surgery were followed up for a mean duration of 17.37 months, while those who underwent biopsy had a mean follow-up period of 14.65 months. Among patients who were still alive, the mean follow-up duration was 18.77 months. The radiological presentation of SpDG varies widely, indicating its lack of uniformity. Conclusion: Therefore, we presented a descriptive scenario where SpDG was initially suspected to be a meningioma, but was later revealed to be a malignant SpDG with H3K27M mutation.
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  • 文章类型: Journal Article
    目的:循环肿瘤细胞(CTC)检测是一种有前途的非侵入性技术,可用于诊断癌症,监控进展,并预测预后。在这项研究中,作者旨在研究CTC在弥漫性神经胶质瘤治疗中的临床应用.
    方法:将63例新诊断的弥漫性神经胶质瘤患者纳入本多中心临床队列。作者使用基于上皮肿瘤细胞大小分离(ISET)的平台来检测和分析手术前后患者外周血中的CTC和循环肿瘤微栓子(CTM)。使用最小绝对收缩和选择器操作(LASSO)和Cox回归分析来验证CTC和CTM是否是弥漫性神经胶质瘤的独立预后因素。
    结果:CTC水平与恶性程度密切相关,WHO等级,和病理亚型。受试者工作特征曲线分析显示,高CTC水平是胶质母细胞瘤的预测因子。结果还表明,CTM起源于亲本肿瘤而不是循环,并且是弥漫性神经胶质瘤的独立预后因素。术后CTC水平与外周免疫系统和患者生存有关。Cox回归分析显示,术后CTC水平和CTM状态是影响弥漫性胶质瘤预后的独立因素,基于CTC和CTM的生存模型在内部验证中具有较高的准确性。
    结论:作者揭示了CTC与临床特征之间的相关性,并证明CTC和CTM是弥漫性神经胶质瘤诊断和预后的独立预测因子。他们基于CTC和CTM的生存模型可以使临床医生评估患者对手术的反应及其结果。
    OBJECTIVE: Circulating tumor cell (CTC) detection is a promising noninvasive technique that can be used to diagnose cancer, monitor progression, and predict prognosis. In this study, the authors aimed to investigate the clinical utility of CTCs in the management of diffuse glioma.
    METHODS: Sixty-three patients with newly diagnosed diffuse glioma were included in this multicenter clinical cohort. The authors used a platform based on isolation by size of epithelial tumor cells (ISET) to detect and analyze CTCs and circulating tumor microemboli (CTMs) in the peripheral blood of patients both before and after surgery. Least absolute shrinkage and selector operation (LASSO) and Cox regression analyses were used to verify whether CTCs and CTMs are independent prognostic factors for diffuse glioma.
    RESULTS: CTC levels were closely related to the degree of malignancy, WHO grade, and pathological subtypes. Receiver operating characteristic curve analysis revealed that a high CTC level was a predictor for glioblastoma. The results also showed that CTMs originate from the parental tumor rather than from the circulation and are an independent prognostic factor for diffuse glioma. The postoperative CTC level is related to the peripheral immune system and patient survival. Cox regression analysis showed that postoperative CTC levels and CTM status are independent prognostic factors for diffuse glioma, and CTC- and CTM-based survival models had high accuracy in internal validation.
    CONCLUSIONS: The authors revealed a correlation between CTCs and clinical characteristics and demonstrated that CTCs and CTMs are independent predictors for the diagnosis and prognosis of diffuse glioma. Their CTC- and CTM-based survival models can enable clinicians to evaluate patients\' response to surgery as well as their outcomes.
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  • 文章类型: Journal Article
    生物标志物驱动的治疗性临床试验需要实施标准化,基于证据的样本收集实践。在弥漫性神经胶质瘤中,磷脂酰肌醇3(PI3)-激酶/AKT/mTOR(PI3/AKT/mTOR)信号传导是一个有吸引力的治疗靶标,其机会窗口临床试验可以促进有前途的新药物的鉴定。然而,测量通路活性所需的相关分析前变量和最佳肿瘤采样方法未知.为了解决这个问题,我们使用了IDH野生型胶质母细胞瘤(GBM)和人类肿瘤组织的鼠模型,包括IDH野生型GBM和IDH突变型弥漫性神经胶质瘤。首先,我们确定了延迟福尔马林固定时间的影响,或冷缺血时间(CIT),对六种磷蛋白的细胞表达的定量评估,这些磷蛋白是PI3K/AK/mTOR活性(40kDa的富含脯氨酸的磷酸化Akt底物(p-PRAS40,T246),-雷帕霉素的机制靶标(p-mTOR;S2448);-AKT(p-AKT,S473);-核糖体蛋白S6(p-RPS6,S240/244和S235/236),和真核起始因子4E结合蛋白1(p-4EBP1,T37/46)。有CITs≥2小时,典型的常规临床处理,所有p-RPS6(S240/244)的表达均降低或改变,表现出相对更高的稳定性。使用来自手术室的患者肿瘤样品观察到类似的模式,其中p-4EBP1对延迟固定比p-RPS6更敏感(S240/244)。许多临床试验利用未染色的载玻片进行生物标志物评估。因此,我们评估了载玻片储存条件对p-RPS6检测的影响(S240/244),p-4EBP1和p-AKT。5个月后,需要在-80ºC储存以保持p-4EBP1和p-AKT的表达,而无论储存温度如何,p-RPS6(240/244)的表达都不稳定。生物标志物异质性影响最佳肿瘤采样。来自八名患者的多个区域不同的人类肿瘤样品中p-RPS6(240/244)表达的定量显示出明显的肿瘤内异质性。因此,PI3K/AKT/mTOR信号在弥漫性胶质瘤中的准确评估必须克服瘤内异质性和多种预分析因素,包括福尔马林固定时间,幻灯片存储条件,和感兴趣的磷蛋白。
    Biomarker-driven therapeutic clinical trials require the implementation of standardized, evidence-based practices for sample collection. In diffuse glioma, phosphatidylinositol 3 (PI3)-kinase/AKT/mTOR (PI3/AKT/mTOR) signaling is an attractive therapeutic target for which window-of-opportunity clinical trials could facilitate the identification of promising new agents. Yet, the relevant preanalytic variables and optimal tumor sampling methods necessary to measure pathway activity are unknown. To address this, we used a murine model for isocitrate dehydrogenase (IDH)-wildtype glioblastoma (GBM) and human tumor tissue, including IDH-wildtype GBM and IDH-mutant diffuse glioma. First, we determined the impact of delayed time-to-formalin fixation, or cold ischemia time (CIT), on the quantitative assessment of cellular expression of 6 phosphoproteins that are readouts of PI3K/AK/mTOR activity (phosphorylated-proline-rich Akt substrate of 40 kDa (p-PRAS40, T246), -mechanistic target of rapamycin (p-mTOR; S2448); -AKT (p-AKT, S473); -ribosomal protein S6 (p-RPS6, S240/244 and S235/236), and -eukaryotic initiation factor 4E-binding protein 1 (p-4EBP1, T37/46). With CITs ≥ 2 hours, typical of routine clinical handling, all had reduced or altered expression with p-RPS6 (S240/244) exhibiting relatively greater stability. A similar pattern was observed using patient tumor samples from the operating room with p-4EBP1 more sensitive to delayed fixation than p-RPS6 (S240/244). Many clinical trials utilize unstained slides for biomarker evaluation. Thus, we evaluated the impact of slide storage conditions on the detection of p-RPS6 (S240/244), p-4EBP1, and p-AKT. After 5 months, storage at -80°C was required to preserve the expression of p-4EBP1 and p-AKT, whereas p-RPS6 (240/244) expression was not stable regardless of storage temperature. Biomarker heterogeneity impacts optimal tumor sampling. Quantification of p-RPS6 (240/244) expression in multiple regionally distinct human tumor samples from 8 patients revealed significant intratumoral heterogeneity. Thus, the accurate assessment of PI3K/AKT/mTOR signaling in diffuse glioma must overcome intratumoral heterogeneity and multiple preanalytic factors, including time-to-formalin fixation, slide storage conditions, and phosphoprotein of interest.
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  • 文章类型: Journal Article
    目的:构建评估弥漫性胶质瘤患者预后的最佳预后模型。
    方法:回顾性收集266例经病理证实的弥漫性神经胶质瘤患者(训练队列:验证队列=7:3)的术前磁共振成像和临床资料。构建了基于影像组学特征的影像组学预后模型(R-model)。还构建了基于临床因素的预后模型(C模型)和融合模型(F模型)。基于三个模型的最优模型,列线图是构造的。最后,根据列线图构建“弥漫性胶质瘤预后计算器”。
    结果:R-的c指数,C-,验证队列中的F模型分别为0.742,0.796和0.814.在验证队列中,R-的1年AUC,C-,和F模型分别为0.749、0.806和0.836;3年AUC分别为0.896、0.966和0.963。在训练组中,验证队列,所有队列,和不同等级的神经胶质瘤队列,F模型(最优模型)可以很好地识别低风险和高风险人群。“弥漫性胶质瘤预后计算器”可在https://github.com/HDCurry/预后获得。
    结论:在三个模型中,F-model(radiomicscombinedclinicalfactors)具有最佳的预测功效,可以更准确地评估弥漫性胶质瘤的预后.基于该模型构建的“弥漫性胶质瘤预后计算器”可以帮助临床医生更轻松,更准确地评估弥漫性胶质瘤患者的预后,从而使他们能够制定更合理的治疗策略。
    To construct an optimal prognostic model to assess the prognosis of patients with diffuse glioma.
    Preoperative magnetic resonance imaging and clinical data were retrospectively collected from 266 patients (training cohort: validation cohort=7:3) with pathologically confirmed diffuse gliomas. A radiomics prognostic model (R-model) based on the radiomics features was constructed. A prognostic model based on clinical factors (C-model) and a fusion model (F-model) was also constructed. Based on the optimal model of three models, the nomogram was constructed. Finally, a \"Prognosis Calculator for Diffuse Glioma\" was constructed based on the nomogram.
    The c-index of the R-, C-, and F-models in the validation cohort was 0.742, 0.796, and 0.814, respectively. In the validation cohort, the 1-year area under the curve of the R-, C-, and F-models was 0.749, 0.806, and 0.836, respectively; the 3-year area under the curve was 0.896, 0.966, and 0.963, respectively. In the training cohort, validation cohort, all cohorts, and different grades of glioma cohorts, F-model (optimal model) could identify low- and high-risk groups well. The \"Prognosis Calculator for Diffuse Glioma\" was available at https://github.com/HDCurry/prognosis.
    Among the three models, the F-model (radiomics combined with clinical factors) had optimal predictive efficacy and could more accurately assess the prognosis of diffuse glioma. The \"Prognosis Calculator for Diffuse Glioma\" constructed based on this model could assist clinicians in more easily and accurately assessing the prognosis of patients with diffuse glioma, thus enabling them to make more reasonable treatment strategies.
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