清晨好,您是今天最早来到科研通的研友!由于当前在线用户较少,发布求助请尽量完整的填写文献信息,科研通机器人24小时在线,伴您科研之路漫漫前行!

Quantification of T2-FLAIR Mismatch in Nonenhancing Diffuse Gliomas Using Digital Subtraction

流体衰减反转恢复 医学 减法 核医学 体素 成像生物标志物 放射科 图像减法 磁共振成像 图像处理 数学 计算机科学 人工智能 二值图像 算术 图像(数学)
作者
Nicholas S. Cho,Francesco Sanvito,Vien Le,Sonoko Oshima,Ashley Teraishi,Jingwen Yao,Donatello Telesca,Catalina Raymond,Whitney B. Pope,Phioanh L. Nghiemphu,Albert Lai,Timothy F. Cloughesy,Noriko Salamon,Benjamin M. Ellingson
出处
期刊:American Journal of Neuroradiology [American Society of Neuroradiology]
卷期号:45 (2): 188-197 被引量:1
标识
DOI:10.3174/ajnr.a8094
摘要

BACKGROUND AND PURPOSE:

The T2-FLAIR mismatch sign on MR imaging is a highly specific imaging biomarker of isocitrate dehydrogenase (IDH)-mutant astrocytomas, which lack 1p/19q codeletion. However, most studies using the T2-FLAIR mismatch sign have used visual assessment. This study quantified the degree of T2-FLAIR mismatch using digital subtraction of fluid-nulled T2-weighted FLAIR images from non-fluid-nulled T2-weighted images in human nonenhancing diffuse gliomas and then used this information to assess improvements in diagnostic performance and investigate subregion characteristics within these lesions.

MATERIALS AND METHODS:

Two cohorts of treatment-naïve, nonenhancing gliomas with known IDH and 1p/19q status were studied (n = 71 from The Cancer Imaging Archive (TCIA) and n = 34 in the institutional cohort). 3D volumes of interest corresponding to the tumor were segmented, and digital subtraction maps of T2-weighted MR imaging minus T2-weighted FLAIR MR imaging were used to partition each volume of interest into a T2-FLAIR mismatched subregion (T2-FLAIR mismatch, corresponding to voxels with positive values on the subtraction maps) and nonmismatched subregion (T2-FLAIR nonmismatch corresponding to voxels with negative values on the subtraction maps). Tumor subregion volumes, percentage of T2-FLAIR mismatch volume, and T2-FLAIR nonmismatch subregion thickness were calculated, and 2 radiologists assessed the T2-FLAIR mismatch sign with and without the aid of T2-FLAIR subtraction maps.

RESULTS:

Thresholds of ≥42% T2-FLAIR mismatch volume classified IDH-mutant astrocytoma with a specificity/sensitivity of 100%/19.6% (TCIA) and 100%/31.6% (institutional); ≥25% T2-FLAIR mismatch volume showed 92.0%/32.6% and 100%/63.2% specificity/sensitivity, and ≥15% T2-FLAIR mismatch volume showed 88.0%/39.1% and 93.3%/79.0% specificity/sensitivity. In IDH-mutant astrocytomas with ≥15% T2-FLAIR mismatch volume, T2-FLAIR nonmismatch subregion thickness was negatively correlated with the percentage T2-FLAIR mismatch volume (P < .0001) across both cohorts. The percentage T2-FLAIR mismatch volume was higher in grades 3–4 compared with grade 2 IDH-mutant astrocytomas (P < .05), and ≥15% T2-FLAIR mismatch volume IDH-mutant astrocytomas were significantly larger than <15% T2-FLAIR mismatch volume IDH-mutant astrocytoma (P < .05) across both cohorts. When evaluated by 2 radiologists, the additional use of T2-FLAIR subtraction maps did not show a significant difference in interreader agreement, sensitivity, or specificity compared with a separate evaluation of T2-FLAIR and T2-weighted MR imaging alone.

CONCLUSIONS:

T2-FLAIR digital subtraction maps may be a useful, automated tool to obtain objective segmentations of tumor subregions based on quantitative thresholds for classifying IDH-mutant astrocytomas using the percentage T2 FLAIR mismatch volume with 100% specificity and exploring T2-FLAIR mismatch/T2-FLAIR nonmismatch subregion characteristics. Conversely, the addition of T2-FLAIR subtraction maps did not enhance the sensitivity or specificity of the visual T2-FLAIR mismatch sign assessment by experienced radiologists.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Artin发布了新的文献求助50
38秒前
bkagyin应助baixun采纳,获得30
1分钟前
Artin发布了新的文献求助50
1分钟前
Artin完成签到,获得积分10
1分钟前
2分钟前
baixun发布了新的文献求助30
2分钟前
lkk183完成签到 ,获得积分10
2分钟前
Jasen完成签到 ,获得积分10
3分钟前
妇产科医生完成签到 ,获得积分10
4分钟前
方白秋完成签到,获得积分10
6分钟前
HuiHui完成签到,获得积分10
7分钟前
沙海沉戈完成签到,获得积分0
7分钟前
1437594843完成签到 ,获得积分10
7分钟前
poki完成签到 ,获得积分10
8分钟前
紫熊完成签到,获得积分10
8分钟前
xun完成签到,获得积分10
9分钟前
司马绮山完成签到,获得积分10
9分钟前
ww完成签到,获得积分10
10分钟前
Jerry完成签到,获得积分10
11分钟前
Ava应助Jerry采纳,获得10
11分钟前
ykswz99发布了新的文献求助30
11分钟前
mzhang2完成签到 ,获得积分10
13分钟前
13分钟前
Jerry发布了新的文献求助10
13分钟前
14分钟前
王木木发布了新的文献求助10
14分钟前
xiaogang127完成签到 ,获得积分10
14分钟前
Emperor完成签到 ,获得积分0
14分钟前
英俊的铭应助Omni采纳,获得10
15分钟前
宇文非笑完成签到 ,获得积分10
16分钟前
16分钟前
Omni发布了新的文献求助10
16分钟前
枯藤老柳树完成签到,获得积分10
18分钟前
19分钟前
Shicheng发布了新的文献求助10
19分钟前
隐形曼青应助Shicheng采纳,获得10
19分钟前
小加完成签到 ,获得积分10
20分钟前
现代完成签到,获得积分10
21分钟前
22分钟前
宝字盖完成签到,获得积分20
22分钟前
高分求助中
Sustainability in Tides Chemistry 2800
The Young builders of New china : the visit of the delegation of the WFDY to the Chinese People's Republic 1000
Rechtsphilosophie 1000
Bayesian Models of Cognition:Reverse Engineering the Mind 888
Le dégorgement réflexe des Acridiens 800
Defense against predation 800
XAFS for Everyone (2nd Edition) 600
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3134005
求助须知:如何正确求助?哪些是违规求助? 2784845
关于积分的说明 7768760
捐赠科研通 2440219
什么是DOI,文献DOI怎么找? 1297308
科研通“疑难数据库(出版商)”最低求助积分说明 624920
版权声明 600792