Ultrasound shear wave viscoelastography to characterize liver nodules.
Academic Article
Overview
abstract
To investigate the diagnostic performance of ultrasound (US)-based shear wave speed (SWS), shear wave attenuation (SWA), and combination of them as shear wave viscoelastography (SWVE) methods in patients undergoing US to characterize focal liver nodules.
Materials and Methods:
In this prospective cross-sectional study, 70 patients with 72 nodules were enrolled. Investigational US and clinical MRI examinations were performed in all participants. The composite reference standard included MRI or histopathology to differentiate benign and malignant nodules. A linear discriminant analysis (LDA) was used to assess the combination of SWVE methods. Analyses included Mann-Whitney U test, receiver operating characteristic analysis, and computation of sensitivity and specificity at the point that maximized the Youden index.
Results:
Mean SWS was significantly higher in malignant than benign nodules (2.49 ± 0.76 m/s vs.1.72 ± 0.70, p<0.001), whereas SWA was lower (0.56 ± 0.30 vs. 1.10 ± 0.43 Np/m/Hz, p<0.001). To differentiate between malignant and benign nodules, SWS with a threshold of 2.43 m/s achieved a sensitivity of 0.54 (95% confidence interval [CI]: 0.38-0.69) and a specificity of 0.88 (CI: 0.74-0.95). SWA with a threshold of 0.81 Np/m/Hz yielded a sensitivity of 0.81 (CI: 0.66-0.90) and a specificity of 0.74 (CI: 0.58-0.86). Combining these SWVE methods using a LDA resulted in a sensitivity of 0.81 (CI: 0.66-0.91) and a specificity of 0.86 (CI: 0.71-0.94).
Conclusion:
Malignant nodules had higher SWS and lower SWA than benign ones. The combination of SWS and SWA in a LDA classification algorithm increased the diagnostic performance.
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