TY - JOUR
T1 - Contrast-ultrasound dispersion imaging for renal cell carcinoma diagnostics
AU - Chen, Peiran
AU - Turco, Simona
AU - Liu, Zhaohan
AU - Widdershoven, Christiaan
AU - Oddens, Jorg
AU - Wijkstra, Hessel
AU - Mischi, Massimo
AU - Zondervan, Patricia
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025/4/16
Y1 - 2025/4/16
N2 - Cost-effective screening methods for Renal Cell Carcinoma (RCC) are still lacking. Angiogenesis is a recognized hallmark of cancer growth, leading to distinguishable perfusion patterns in tumors from those in normal tissue. This establishes the basis for diagnostic imaging solutions by dynamic contrast-enhanced ultrasound (DCE-US). In the past years, we have developed contrast-ultrasound dispersion imaging (CUDI) techniques to quantify prostate DCE-US acquisitions, obtaining promising results for prostate cancer localization. In this pilot study, we investigated for the first time its feasibility for RCC localization. DCE-US acquisitions of the kidney in 5 patients were used to perform CUDI analysis. With the obtained CUDI parameters and the delineated tumor and parenchyma regions, we performed pixel-based classification, from which the highest area under the receiver-operating-characteristic curve (AUC) = 0.96 was obtained for an individual patient, and an average AUC = 0.68 was obtained for the full patient dataset, showing the potential of CUDI for solid RCC localization. Further validation in a larger dataset and evaluation of the compatibility of point-of-care diagnosis are required.
AB - Cost-effective screening methods for Renal Cell Carcinoma (RCC) are still lacking. Angiogenesis is a recognized hallmark of cancer growth, leading to distinguishable perfusion patterns in tumors from those in normal tissue. This establishes the basis for diagnostic imaging solutions by dynamic contrast-enhanced ultrasound (DCE-US). In the past years, we have developed contrast-ultrasound dispersion imaging (CUDI) techniques to quantify prostate DCE-US acquisitions, obtaining promising results for prostate cancer localization. In this pilot study, we investigated for the first time its feasibility for RCC localization. DCE-US acquisitions of the kidney in 5 patients were used to perform CUDI analysis. With the obtained CUDI parameters and the delineated tumor and parenchyma regions, we performed pixel-based classification, from which the highest area under the receiver-operating-characteristic curve (AUC) = 0.96 was obtained for an individual patient, and an average AUC = 0.68 was obtained for the full patient dataset, showing the potential of CUDI for solid RCC localization. Further validation in a larger dataset and evaluation of the compatibility of point-of-care diagnosis are required.
KW - Angiogenesis
KW - Contrast-ultrasound dispersion imaging
KW - Dynamic contrast-enhanced ultrasound
KW - Renal cell carcinoma diagnostics
KW - Urology
UR - http://www.scopus.com/inward/record.url?scp=105002720837&partnerID=8YFLogxK
U2 - 10.1186/s13089-025-00423-7
DO - 10.1186/s13089-025-00423-7
M3 - Article
C2 - 40238020
AN - SCOPUS:105002720837
SN - 2524-8987
VL - 17
JO - Ultrasound Journal
JF - Ultrasound Journal
IS - 1
M1 - 23
ER -