High Fidelity Imaging of Tissue Heterogeneity, Micro-Anisotropy and Diffusion-Time Effects in Prostate Cancer
Motivation: Clinical diffusion MRI for prostate cancer diagnosis has limited sensitivity and specificity to heterogenous microstructural changes. Goal(s): Quantify time-dependent diffusion and diffusional variance at a high spatial resolution in human prostate in vivo. Approach: The diffusion encoding waveforms were tailored to probe micro-anisotropy and diffusion time effects at high b-values. Ultra-strong gradients and spiral readout enabled high-resolution and high image fidelity at a high SNR. Results: Significant time-dependent diffusion was observed in all diffusion parameters in three volunteers, including prostate cancer patients. Impact: The proposed methodology enables evaluation of microscopic anisotropy and time-dependent diffusion in the prostate and provides insights into how dMRI should be interpreted at low and high b-values. The produced diffusion parameters may serve as biomarker candidates in future studies.
Authors
- Derek Kenton Jones (ORCID: https://orcid.org/0000-0003-4409-8049)
- Malwina Molendowska (ORCID: https://orcid.org/0000-0001-8540-8424)
- Samo Lasič (ORCID: https://orcid.org/0000-0002-9284-7182)
- Filip Szczepankiewicz (ORCID: https://orcid.org/0000-0002-5251-587X)
- Maria Engel (ORCID: https://orcid.org/0000-0002-0143-1908)
- Chantal M. W. Tax (ORCID: https://orcid.org/0000-0002-7480-8817)
- Lars Müller
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/1355
- Citations
- 1
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.40