Presence of Fragmented Intratumoral Thrombosed Microvasculature in the Necrotic and Peri-Necrotic Regions on SWI Differentiates IDH Wild-Type Glioblastoma From IDH Mutant Grade 4 Astrocytoma.

IF 3.3 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Virendra Kumar Yadav, Shalini Sharma, Satyajit Maurya, Rakesh K Singh, Jitendra Saini, Preeti Jain, Rana Patir, Sunita Ahlawat, Sumanta Das, Sandeep Vaishya, Sumeet Agarwal, Anup Singh, Rakesh K Gupta
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引用次数: 0

Abstract

Background: Isocitrate dehydrogenase (IDH) wild-type (IDHwt) glioblastomas (GB) are more aggressive and have a poorer prognosis than IDH mutant (IDHmt) tumors, emphasizing the need for accurate preoperative differentiation. However, a distinct imaging biomarker for differentiation mostly lacking. Intratumoral thrombosis has been reported as a histopathological biomarker for GB.

Purpose: To evaluate the fragmented intratumoral thrombosed microvasculature (FTV) signs on susceptibility-weighted imaging (SWI) for distinguishing IDHwt and IDHmt tumors.

Study type: Retrospective.

Subjects: Ninety-seven treatment-naïve patients with histopathologically confirmed IDHwt GB (54 males, 26 females) and IDHmt grade 4 astrocytoma (13 males, 4 females).

Field strength/sequence: 3-T, SWI, fluid-attenuated-inversion-recovery (FLAIR), T1-weighted, T2-weighted, PD-weighted, post-contrast T1-weighted and dynamic-contrast-enhanced (DCE)-MRI.

Assessment: SWI data were evaluated by three experienced neuroradiologists (S.S., 11 years; J.S., 15 years; R.K.G., 40 years of experience), who assessed FTV presence in necrotic and peri-necrotic regions. FTV was identified as intratumoral susceptibility signal having minimal or no interslice connections. Quantitative DCE-MRI parameters were derived using first-pass-analysis and extended Tofts model. FLAIR abnormal, contrast-enhancing, and necrotic regions were segmented using in-house developed U-Net architecture.

Statistical tests: Fleiss' Kappa, Cohen's Kappa, Shapiro-Wilk test, t tests or Mann-Whitney U test, receiver-operating characteristic (ROC) analysis, confusion matrix. A P-value <0.05 was considered statistically significant.

Results: Fleiss' kappa test provided 91% inter-rater agreement, and Cohen's kappa provided intrarater agreement ranged from 81% to 97%. The raters' accuracy in distinguishing IDHwt from IDHmt ranged from 92% to 94%. Some of the quantitative DCE-MRI parameters (CBV, Ve, and Ktrans) provided statistically significant differences in differentiating IDHwt and IDHmt. Ktrans demonstrated 80.3% sensitivity and 81.2% specificity, with ROC analysis showing an AUC of 0.77.

Data conclusion: FTV signs in necrotic and peri-necrotic regions on SWI demonstrated a high accuracy in distinguishing IDHwt from IDHmt. Qualitative assessment of FTV signs showed almost perfect inter-rater and intrarater agreement. Quantitative DCE-MRI metrics also showed statistically significant differentiation of IDHwt and IDHmt.

Plain language summary: This study demonstrates that preoperative imaging, particularly the visualization of the fragmented thrombosed vasculature (FTV) sign on susceptibility-weighted imaging (SWI), effectively differentiates isocitrate dehydrogenase (IDH) wild-type (IDHwt) glioblastoma (GB) from IDH mutant (IDHmt) grade 4 astrocytomas. Over 90% of IDHwt GB patients displayed the FTV sign, a specific imaging biomarker absent in IDHmt cases. Perfusion parameters such as cerebral blood volume, Ve, and Ktrans were elevated in IDHwt gliomas, reflecting distinct vascular profiles. SWI offers a noninvasive and accurate diagnostic method, overcoming limitations of histopathology. Despite limitations like unequal sample sizes and retrospective analysis, this study underscores the clinical potential of SWI in improving glioma characterization and aiding treatment planning.

Level of evidence: 4 TECHNICAL EFFICACY: Stage 2.

在SWI上坏死和坏死周围区域存在碎片化的瘤内血栓形成的微血管是IDH野生型胶质母细胞瘤和IDH突变型4级星形细胞瘤的区别。
背景:异柠檬酸脱氢酶(IDH)野生型(IDHwt)胶质母细胞瘤(GB)比IDH突变型(IDHmt)肿瘤更具侵袭性,预后更差,强调了术前准确鉴别的必要性。然而,缺乏一种明确的分化成像生物标志物。肿瘤内血栓形成已被报道为GB的组织病理学生物标志物。目的:探讨肿瘤内碎片化血栓形成的微血管(FTV)征象在敏感性加权成像(SWI)上对IDHwt和IDHmt肿瘤的鉴别价值。研究类型:回顾性。研究对象:97例经组织病理学证实的IDHwt GB(男54例,女26例)和IDHmt 4级星形细胞瘤(男13例,女4例)treatment-naïve患者。场强/序列:3-T、SWI、流体衰减反转恢复(FLAIR)、t1加权、t2加权、pd加权、对比后t1加权和动态对比增强(DCE) mri。评估:SWI数据由3名经验丰富的神经放射学家(s.s., 11岁;j.s., 15年;r.k.g., 40年的经验),他评估了坏死和坏死周围区域FTV的存在。FTV被确定为肿瘤内易感信号,具有极少或没有层间连接。定量DCE-MRI参数采用首通分析和扩展Tofts模型推导。使用内部开发的U-Net架构对FLAIR异常、对比度增强和坏死区域进行分割。统计检验:Fleiss’Kappa, Cohen’Kappa, Shapiro-Wilk检验,t检验或Mann-Whitney U检验,受试者工作特征(ROC)分析,混淆矩阵。p值结果:Fleiss kappa检验提供91%的内部一致性,Cohen的kappa检验提供81%至97%的内部一致性。评分者区分IDHwt和IDHmt的准确率在92% ~ 94%之间。一些定量的DCE-MRI参数(CBV、Ve和Ktrans)在鉴别IDHwt和IDHmt方面提供了统计学上的显著差异。Ktrans的敏感性为80.3%,特异性为81.2%,ROC分析显示AUC为0.77。数据结论:SWI坏死和坏死周围区域的FTV征象在区分IDHwt和IDHmt方面具有很高的准确性。定性评价FTV体征显示出几乎完美的评分间和评分内一致性。定量DCE-MRI指标也显示IDHwt和IDHmt的差异有统计学意义。摘要:本研究表明术前影像学,特别是敏感性加权成像(SWI)上碎片化血栓血管(FTV)征象的可视化,可以有效地区分异柠檬酸脱氢酶(IDH)野生型(IDHwt)胶质母细胞瘤(GB)和IDH突变型(IDHmt) 4级星形细胞瘤。超过90%的IDHwt GB患者显示FTV征象,这是IDHmt病例中缺乏的一种特异性成像生物标志物。灌注参数如脑血容量、Ve和Ktrans在IDHwt胶质瘤中升高,反映了不同的血管特征。SWI提供了一种无创和准确的诊断方法,克服了组织病理学的局限性。尽管存在样本量不均和回顾性分析等局限性,但本研究强调了SWI在改善胶质瘤特征和辅助治疗计划方面的临床潜力。证据水平:4技术功效:第2阶段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.70
自引率
6.80%
发文量
494
审稿时长
2 months
期刊介绍: The Journal of Magnetic Resonance Imaging (JMRI) is an international journal devoted to the timely publication of basic and clinical research, educational and review articles, and other information related to the diagnostic applications of magnetic resonance.
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