Department of Radiology and Medical Imaging, University of Virginia Health System, Charlottesville, Virginia.
Department of Public Health, Henry Ford Health System, Detroit, Michigan.
Clin Cancer Res. 2017 Oct 15;23(20):6078-6085. doi: 10.1158/1078-0432.CCR-17-0560. Epub 2017 Jul 27.
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. .
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。