Diffusion-weighted quantitative MRI to diagnose benign conditions from malignancies of the anterior mediastinum: Improvement of diagnostic accuracy by comparing perfusion-free to perfusion-sensitive measurements of the apparent diffusion coefficient
Purpose To compare perfusion‐free to perfusion‐sensitive measurements of the apparent diffusion coefficient (ADC) to diagnose benign conditions from malignancies of the anterior mediastinum. Materials and Methods Seventy‐six subjects were divided into a “benign conditions” group (A, n = 44) and a “m...
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Published in | Journal of magnetic resonance imaging Vol. 44; no. 3; pp. 758 - 769 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Blackwell Publishing Ltd
01.09.2016
Wiley Subscription Services, Inc |
Subjects | |
Online Access | Get full text |
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Summary: | Purpose
To compare perfusion‐free to perfusion‐sensitive measurements of the apparent diffusion coefficient (ADC) to diagnose benign conditions from malignancies of the anterior mediastinum.
Materials and Methods
Seventy‐six subjects were divided into a “benign conditions” group (A, n = 44) and a “malignancies” group (B, n = 32), based on histological findings. diffusion‐weighted magnetic resonance imaging (DW‐MRI) was performed at b of 0/150/800 sec/mm2. The ADCs were obtained on an ADC map by including (perfusion‐sensitive = ADCb0‐800) and excluding (perfusion‐free = ADCb150‐800) the b = 0 sec/mm2. The Mann–Whitney U‐test was used to detect differences in ADCb0‐800 compared with ADCb150‐800 values between all cases, benign conditions, and malignancies. The same test was used to evaluate differences in ADCs between the two groups for each type of measurement (ADCb0‐800 and ADCb150‐800), and receiver‐operating characteristic (ROC) curves were obtained to evaluate discrimination abilities with comparison of areas‐under‐ROC‐curves (AUROC). Optimal cutpoints for discrimination between groups were determined by the Youden‐Index with computation of accuracy.
Results
The median ADCb0‐800 was significantly greater compared with ADCb150‐800 for all cases (P = 0.0014), benign conditions (P = 0.0412), and malignancies (P = 0.0001). The median percentage of increase was 5.30% for group‐A and 22.39% for group‐B (P < 0.0001). AUROC of ADC in discriminating between groups was significantly greater for ADCb150‐800 (0.932) compared with ADCb0‐800 (0.831) (P = 0.001). The optimal cutpoint for distinction between groups was 1.52 × 10‐3mm2/sec (sensitivity = 93.7%, specificity = 88.6%, accuracy = 90.8%) for ADCb150‐800 and 1.75 × 10‐3mm2/sec (sensitivity = 75.0%, specificity = 79.5%, accuracy = 77.6%) for ADCb0‐800.
Conclusion
The use of perfusion‐free ADC measurements significantly improves diagnostic accuracy of DW‐MRI in differentiating benign conditions from malignancies of the anterior mediastinum. J. Magn. Reson. Imaging 2016;44:758–769. |
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Bibliography: | ArticleID:JMRI25203 ark:/67375/WNG-4D9L1W0L-V istex:D80D7B82B51534364F79FE591B6E4E90CD5F4CA8 ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 1053-1807 1522-2586 |
DOI: | 10.1002/jmri.25203 |