Response Assessment in Long-Term Glioblastoma Survivors Using a Multiparametric MRI-Based Prediction Model.

IF 2.8 3区 医学 Q3 NEUROSCIENCES Brain Sciences Pub Date : 2025-01-31 DOI:10.3390/brainsci15020146
Laiz Laura de Godoy, Archith Rajan, Amir Banihashemi, Thara Patel, Arati Desai, Stephen Bagley, Steven Brem, Sanjeev Chawla, Suyash Mohan
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Abstract

Purpose: Early treatment response assessments are crucial, and the results are known to better correlate with prognosis and survival outcomes. The present study was conducted to differentiate true progression (TP) from pseudoprogression (PsP) in long-term-surviving glioblastoma patients using our previously established multiparametric MRI-based predictive model, as well as to identify clinical factors impacting survival outcomes in these patients. Methods: We report six patients with glioblastoma that had an overall survival longer than 5 years. When tumor specimens were available from second-stage surgery, histopathological analyses were used to classify between TP (>25% characteristics of malignant neoplasms; n = 2) and PsP (<25% characteristics of malignant neoplasms; n = 2). In the absence of histopathology, modified RANO criteria were assessed to determine the presence of TP (n = 1) or PsP (n = 1). The predictive probabilities (PPs) of tumor progression were measured from contrast-enhancing regions of neoplasms using a multiparametric MRI-based prediction model. Subsequently, these PP values were used to define each lesion as TP (PP ≥ 50%) or PsP (PP < 50%). Additionally, detailed clinical information was collected. Results: Our predictive model correctly identified all patients with TP (n = 3) and PsP (n = 3) cases, reflecting a significant concordance between histopathology/modified RANO criteria and PP values. The overall survival varied from 5.1 to 12.3 years. Five of the six glioblastoma patients were MGMT promoter methylated. All patients were female, with a median age of 56 years. Moreover, all six patients had a good functional status (KPS ≥ 70), underwent near-total/complete resection, and received alternative therapies. Conclusions: Multiparametric MRI can aid in assessing treatment response in long-term-surviving glioblastoma patients.

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使用基于多参数mri的预测模型评估长期胶质母细胞瘤幸存者的反应。
目的:早期治疗反应评估是至关重要的,并且已知结果与预后和生存结果更好地相关。本研究旨在利用我们之前建立的基于多参数mri的预测模型,区分长期存活的胶质母细胞瘤患者的真进展(TP)和假进展(PsP),并确定影响这些患者生存结果的临床因素。方法:我们报告了6例总生存期超过5年的胶质母细胞瘤患者。当二期手术获得肿瘤标本时,采用组织病理学分析对TP(> - 25%)恶性肿瘤特征进行分类;n = 2)和PsP (n = 2)。在没有组织病理学的情况下,评估改进的RANO标准以确定TP (n = 1)或PsP (n = 1)的存在。使用基于多参数mri的预测模型,从肿瘤的对比增强区域测量肿瘤进展的预测概率(PPs)。随后,使用这些PP值将每个病变定义为TP (PP≥50%)或PsP (PP < 50%)。此外,还收集了详细的临床资料。结果:我们的预测模型正确识别了所有TP (n = 3)和PsP (n = 3)病例,反映了组织病理学/修改RANO标准与PP值之间的显著一致性。总生存期从5.1年到12.3年不等。6例胶质母细胞瘤患者中有5例MGMT启动子甲基化。所有患者均为女性,中位年龄56岁。此外,所有6例患者均具有良好的功能状态(KPS≥70),接受了近全/完全切除,并接受了替代治疗。结论:多参数MRI可以帮助评估长期存活的胶质母细胞瘤患者的治疗反应。
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来源期刊
Brain Sciences
Brain Sciences Neuroscience-General Neuroscience
CiteScore
4.80
自引率
9.10%
发文量
1472
审稿时长
18.71 days
期刊介绍: Brain Sciences (ISSN 2076-3425) is a peer-reviewed scientific journal that publishes original articles, critical reviews, research notes and short communications in the areas of cognitive neuroscience, developmental neuroscience, molecular and cellular neuroscience, neural engineering, neuroimaging, neurolinguistics, neuropathy, systems neuroscience, and theoretical and computational neuroscience. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files or software regarding the full details of the calculation and experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.
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