Contrast-ultrasound dispersion imaging for renal cell carcinoma diagnostics
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.
Authors
- Simona Turco (ORCID: https://orcid.org/0000-0002-1520-3930)
- Jorg R. Oddens (ORCID: https://orcid.org/0000-0002-6079-5613)
- Christiaan Widdershoven (ORCID: https://orcid.org/0000-0001-5415-8442)
- Hessel Wijkstra (ORCID: https://orcid.org/0000-0002-4127-4169)
- Massimo Mischi (ORCID: https://orcid.org/0000-0002-1179-5385)
- Patricia Zondervan (ORCID: https://orcid.org/0000-0003-0812-078X)
- Peiran Chen (ORCID: https://orcid.org/0000-0001-8740-4558)
- Zhonggui Liu
Institutions
- Amsterdam University Medical Centers (NL)
- Eindhoven University of Technology (NL)
Publication Details
- Journal
- The Ultrasound Journal
- Published
- 2025-04-16
- DOI
- https://doi.org/10.1186/s13089-025-00423-7
- Citations
- 1
- Primary Topic
- Photoacoustic and Ultrasonic Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.67
Funders
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek