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液体衰减反转恢复序列(FLAIR)采集的反转时间对 - 突变型、非CODEL星形细胞瘤的T2-FLAIR不匹配可检测性的影响

Impact of Inversion Time for FLAIR Acquisition on the T2-FLAIR Mismatch Detectability for -Mutant, Non-CODEL Astrocytomas.

作者信息

Kinoshita Manabu, Arita Hideyuki, Takahashi Masamichi, Uda Takehiro, Fukai Junya, Ishibashi Kenichi, Kijima Noriyuki, Hirayama Ryuichi, Sakai Mio, Arisawa Atsuko, Takahashi Hiroto, Nakanishi Katsuyuki, Kagawa Naoki, Ichimura Kouichi, Kanemura Yonehiro, Narita Yoshitaka, Kishima Haruhiko

机构信息

Department of Neurosurgery, Osaka University Graduate School of Medicine, Suita, Japan.

Department of Neurosurgery, Takatsuki General Hospital, Takatsuki, Japan.

出版信息

Front Oncol. 2021 Jan 14;10:596448. doi: 10.3389/fonc.2020.596448. eCollection 2020.

Abstract

The current research tested the hypothesis that inversion time (TI) shorter than 2,400 ms under 3T for FLAIR can improve the diagnostic accuracy of the T2-FLAIR mismatch sign for identifying mt, non-CODEL astrocytomas. We prepared three different cohorts; 94 MRI from 76 mt, non-CODEL Lower-grade gliomas (LrGGs), 33 MRI from 31 LrGG under the restriction of FLAIR being acquired with TI < 2,400 ms for 3T or 2,016 ms for 1.5T, and 112 MRI from 112 patients from the TCIA/TCGA dataset for LrGG. The presence or absence of the "T2-FLAIR mismatch sign" was evaluated, and we compared diagnostic accuracies according to TI used for FLAIR acquisition. The T2-FLAIR mismatch sign was more frequently positive when TI was shorter than 2,400 ms under 3T for FLAIR acquisition ( = 0.0009, Fisher's exact test). The T2-FLAIR mismatch sign was positive only for mt, non-CODEL astrocytomas even if we confined the cohort with FLAIR acquired with shorter TI ( = 0.0001, Fisher's exact test). TCIA/TCGA dataset validated that the sensitivity, specificity, PPV, and NPV of the T2-FLAIR mismatch sign to identify mt, non-CODEL astrocytomas improved from 31, 90, 79, and 51% to 67, 94, 92, and 74%, respectively and the area under the curve of ROC improved from 0.63 to 0.87 when FLAIR was acquired with shorter TI. We revealed that TI for FLAIR impacts the T2-FLAIR mismatch sign's diagnostic accuracy and that FLAIR scanned with TI < 2,400 ms in 3T is necessary for LrGG imaging.

摘要

当前研究验证了以下假设

在3T场强下,液体衰减反转恢复序列(FLAIR)的反转时间(TI)短于2400毫秒,可提高T2-FLAIR不匹配征识别黏液性(mt)、非CODEL星形细胞瘤的诊断准确性。我们准备了三个不同的队列;来自76例mt、非CODEL低级胶质瘤(LrGG)的94份磁共振成像(MRI),31例LrGG在FLAIR采集受限条件下的33份MRI,该条件为3T时TI < 2400毫秒或1.5T时TI < 2016毫秒,以及来自TCIA/TCGA数据集的112例LrGG患者的112份MRI。评估“T2-FLAIR不匹配征”的有无,并根据用于FLAIR采集的TI比较诊断准确性。当在3T场强下FLAIR采集的TI短于2400毫秒时,T2-FLAIR不匹配征更常为阳性(P = 0.0009,Fisher精确检验)。即使我们将队列限定为FLAIR以较短TI采集,T2-FLAIR不匹配征也仅对mt、非CODEL星形细胞瘤呈阳性(P = 0.0001,Fisher精确检验)。TCIA/TCGA数据集验证,当FLAIR以较短TI采集时,T2-FLAIR不匹配征识别mt、非CODEL星形细胞瘤的敏感性、特异性、阳性预测值和阴性预测值分别从31%、90%、79%和51%提高到67%、94%、9~2%和74%,且ROC曲线下面积从0.63提高到0.87。我们发现,FLAIR的TI会影响T2-FLAIR不匹配征的诊断准确性,且在3T场强下以TI < 2400毫秒进行FLAIR扫描对LrGG成像很有必要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0b5/7841010/3b150376097d/fonc-10-596448-g001.jpg

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