IVIM-MRI-Derived Robustness Index for Evaluating ADT Response and Hypoxia in Prostate Cancer
Motivation: Our previous study established a Robustness Index (Ri) that optimally combines IVIM-MRI parameters with enhanced stability for treatment response and hypoxia assessment. Goal(s): To investigate the clinical utility of Ri (≈ 2f + Dt) in assessing ADT-induced changes and hypoxic environment in prostate cancer. Approach: We compared Ri in ADT-treated and untreated prostate cancer tissues, evaluating its ability to detect treatment changes and correlate with hypoxia-related gene expression. Results: Ri showed superior discriminative power (p=0.029) compared to conventional parameters (ADC: p=0.065; Dt: p=0.26), and IQR of Ri demonstrated significant correlation with hypoxia hallmark scores, indicating potential for both treatment monitoring and hypoxia assessment. Impact: This optimized IVIM parameter Ri can be used for detection of ADT response and assessment of tumor hypoxic environment in prostate cancer prior to radiation therapy, providing a valuable tool for evaluating treatment effects on the tumor microenvironment.
Authors
- Jie Deng (ORCID: https://orcid.org/0000-0002-4040-1402)
- Yan Dai (ORCID: https://orcid.org/0000-0002-6894-6930)
- Yen‐Peng Liao (ORCID: https://orcid.org/0000-0001-5721-0357)
- Xun Jia (ORCID: https://orcid.org/0000-0001-6159-2909)
- Neil Bipinchandra Desai (ORCID: https://orcid.org/0000-0002-6287-3427)
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
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/2032
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00