1. Prediction of histological grade of hepatocellular carcinoma using quantitative diffusion-weighted MRI: a retrospective multivendor study.
- Author
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Ogihara Y, Kitazume Y, Iwasa Y, Taura S, Himeno Y, Kimura T, Sawano S, Terada S, Tanabe M, Saida Y, and Tateishi U
- Subjects
- Aged, Carcinoma, Hepatocellular surgery, Contrast Media, Female, Humans, Image Interpretation, Computer-Assisted, Japan, Liver Neoplasms surgery, Male, Middle Aged, Neoplasm Grading, Prognosis, Reproducibility of Results, Retrospective Studies, Carcinoma, Hepatocellular diagnostic imaging, Carcinoma, Hepatocellular pathology, Diffusion Magnetic Resonance Imaging instrumentation, Liver Neoplasms diagnostic imaging, Liver Neoplasms pathology
- Abstract
Objective: To evaluate the usefulness of quantitative diffusion-weighted (DW) imaging acquired by multivendor magnetic resonance units for predicting grade of hepatocellular carcinoma (HCC)., Methods: 83 patients with 100 histologically diagnosed HCCs who underwent pre-operative liver DW imaging with b = 0 and1000 s mm
- 2 or b = 0 and800 s mm- 2 at any of six institutions were included. Two radiologists independently measured the apparent diffusion coefficient (ADC) of the lesion as well as non-ADC parameters, such as the relative contrast ratio and the contrast-to-noise ratio (CNR) between the lesion and the liver parenchyma on high b-value DW images. The diagnostic performance of the DW parameters in discriminating poorly-differentiated HCCs was compared using receiver operating characteristic (ROC) analysis., Results: The areas under the receiver operating characteristic curves for the CNR (86.4% [95% confidence interval (CI) (77.2-95.6] and 83.9% [95% CI 71.2-96.6] for b = 1000 and 800 s mm- 2 , respectively] and the relative contrast ratio (85.3% [95% CI 75.5-94.8] and 83.5% [95% CI 70.5-96.4]) tended to be superior to the ADC [71.1% [95% CI (56.9-85.2)] and 75.7% [95% CI (55.1-96.2)]; p < 0.05 for CNR vs ADC for b = 1000 s mm- 2 , but not significant for other parameters) for discrimination of poorly-differentiated HCCs., Conclusion: All DW parameters could discriminate HCC grade. Non-ADC parameters might be more useful than the ADC for predicting poorly-differentiated HCCs. Advances in knowledge: The utility of quantitative DW parameters for predicting HCC grade was demonstrated by using multivendor MR units.- Published
- 2018
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