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T2-FLAIR 错配:用于 IDH 和 1p/19q 状态检测的低级别胶质瘤影像学生物标志物:TCGA/TCIA 项目。

T2-FLAIR Mismatch, an Imaging Biomarker for IDH and 1p/19q Status in Lower-grade Gliomas: A TCGA/TCIA Project.

机构信息

Department of Radiology and Medical Imaging, University of Virginia Health System, Charlottesville, Virginia.

Department of Public Health, Henry Ford Health System, Detroit, Michigan.

出版信息

Clin Cancer Res. 2017 Oct 15;23(20):6078-6085. doi: 10.1158/1078-0432.CCR-17-0560. Epub 2017 Jul 27.

Abstract

Lower-grade gliomas (WHO grade II/III) have been classified into clinically relevant molecular subtypes based on and 1p/19q mutation status. The purpose was to investigate whether T2/FLAIR MRI features could distinguish between lower-grade glioma molecular subtypes. MRI scans from the TCGA/TCIA lower grade glioma database ( = 125) were evaluated by two independent neuroradiologists to assess (i) presence/absence of homogenous signal on T2WI; (ii) presence/absence of "T2-FLAIR mismatch" sign; (iii) sharp or indistinct lesion margins; and (iv) presence/absence of peritumoral edema. Metrics with moderate-substantial agreement underwent consensus review and were correlated with glioma molecular subtypes. Somatic mutation, DNA copy number, DNA methylation, gene expression, and protein array data from the TCGA lower-grade glioma database were analyzed for molecular-radiographic associations. A separate institutional cohort ( = 82) was analyzed to validate the T2-FLAIR mismatch sign. Among TCGA/TCIA cases, interreader agreement was calculated for lesion homogeneity [ = 0.234 (0.111-0.358)], T2-FLAIR mismatch sign [ = 0.728 (0.538-0.918)], lesion margins [ = 0.292 (0.135-0.449)], and peritumoral edema [ = 0.173 (0.096-0.250)]. All 15 cases that were positive for the T2-FLAIR mismatch sign were -mutant, 1p/19q non-codeleted tumors ( < 0.0001; PPV = 100%, NPV = 54%). Analysis of the validation cohort demonstrated substantial interreader agreement for the T2-FLAIR mismatch sign [ = 0.747 (0.536-0.958)]; all 10 cases positive for the T2-FLAIR mismatch sign were -mutant, 1p/19q non-codeleted tumors ( < 0.00001; PPV = 100%, NPV = 76%). Among lower-grade gliomas, T2-FLAIR mismatch sign represents a highly specific imaging biomarker for the -mutant, 1p/19q non-codeleted molecular subtype. .

摘要

低级别胶质瘤(WHO 分级 II/III)已根据 IDH 突变状态和 1p/19q 缺失状态被分为具有临床意义的分子亚型。本研究旨在探讨 T2/FLAIR MRI 特征是否能区分低级别胶质瘤的分子亚型。通过两名独立的神经放射科医生对 TCGA/TCIA 低级别胶质瘤数据库(=125)的 MRI 扫描进行评估,以评估(i)T2WI 上信号是否均匀;(ii)是否存在“T2-FLAIR 不匹配”征;(iii)病灶边界是否清晰或模糊;以及(iv)是否存在瘤周水肿。具有中度至显著一致性的指标进行了共识审查,并与胶质瘤的分子亚型相关联。TCGA 低级别胶质瘤数据库中的体细胞突变、DNA 拷贝数、DNA 甲基化、基因表达和蛋白质阵列数据进行了分析,以确定分子影像学之间的关联。对一个独立的机构队列(=82)进行分析以验证 T2-FLAIR 不匹配征。在 TCGA/TCIA 病例中,计算了病变均匀性[=0.234(0.111-0.358)]、T2-FLAIR 不匹配征[=0.728(0.538-0.918)]、病灶边界[=0.292(0.135-0.449)]和瘤周水肿[=0.173(0.096-0.250)]的读者间一致性。15 例 T2-FLAIR 不匹配征阳性的病例均为 IDH 突变、1p/19q 非缺失型肿瘤(<0.0001;PPV=100%,NPV=54%)。对验证队列的分析表明,T2-FLAIR 不匹配征的读者间具有高度一致性[=0.747(0.536-0.958)];所有 10 例 T2-FLAIR 不匹配征阳性的病例均为 IDH 突变、1p/19q 非缺失型肿瘤(<0.00001;PPV=100%,NPV=76%)。在低级别胶质瘤中,T2-FLAIR 不匹配征是 IDH 突变、1p/19q 非缺失型分子亚型的高度特异性影像学标志物。

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