Ultrasound shear wave viscoelastography to characterize liver nodules

<i>Purpose</i>. 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.<i>Materials and methods</i>. In this prospective cross-sectional study, 70 patients with 72 nodules were enrolled. Investigational US and clinical magnetic resonance imaging (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. Analyzes included Mann-Whitney<i>U</i>test, receiver operating characteristic analysis, and computation of sensitivity and specificity at the point that maximized the Youden index.<i>Results</i>. Mean SWS was significantly higher in malignant than benign nodules (2.49 ± 0.76 m s<sup>-1</sup>vs. 1.72 ± 0.70,<i>p</i>< 0.001), whereas SWA was lower (0.56 ± 0.30 vs. 1.10 ± 0.43 Np/m/Hz,<i>p</i>< 0.001). To differentiate between malignant and benign nodules, SWS with a threshold of 2.43 m s<sup>-1</sup>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).<i>Conclusion</i>. 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.

Authors

Institutions

Publication Details

Journal
Physics in Medicine and Biology
Published
2025-03-24
DOI
https://doi.org/10.1088/1361-6560/adc4b8
Citations
1
Primary Topic
Ultrasound and Hyperthermia Applications
Type
article
Field-Weighted Citation Impact
0.67
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Ultrasound shear wave viscoelastography to characterize liver nodules

Elige Karam, Guy Cloutier, Ladan Yazdani, Iman Rafati et al.
1 citations
Physics in Medicine and Biology
Ultrasound and Hyperthermia Applications
0.67
article

Ultrasound shear wave viscoelastography to characterize liver nodules

Elige Karam, Guy Cloutier, Ladan Yazdani, Iman Rafati, An Tang, Maxime Barat, Audrey Fohlen, Hélène Castel, Bich Nguyen
article en
1 citations

Abstract

<i>Purpose</i>. 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.<i>Materials and methods</i>. In this prospective cross-sectional study, 70 patients with 72 nodules were enrolled. Investigational US and clinical magnetic resonance imaging (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. Analyzes included Mann-Whitney<i>U</i>test, receiver operating characteristic analysis, and computation of sensitivity and specificity at the point that maximized the Youden index.<i>Results</i>. Mean SWS was significantly higher in malignant than benign nodules (2.49 ± 0.76 m s<sup>-1</sup>vs. 1.72 ± 0.70,<i>p</i>< 0.001), whereas SWA was lower (0.56 ± 0.30 vs. 1.10 ± 0.43 Np/m/Hz,<i>p</i>< 0.001). To differentiate between malignant and benign nodules, SWS with a threshold of 2.43 m s<sup>-1</sup>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).<i>Conclusion</i>. 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.

Physics in Medicine and BiologyVol. 70(7)
Montreal General Hospital (CA), Université de Montréal (CA)
Reduced inequalities
Openalex Percentile: Top 34%
Ultrasound and Hyperthermia Applications
0.67
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.