The Application of Time-Dependent Diffusion MRI in Clinical Staging and Pathological Differentiation of Cervical Squamous Carcinoma
Motivation: Time-dependent diffusion magnetic resonance imaging (TDD-MRI) remains underexplored in the clinical staging and differentiation of cervical squamous carcinoma (CSC). Goal(s): To compare the diagnostic accuracy of TDD-MRI microstructural parameters with conventional apparent diffusion coefficient (ADC) values in the staging and differentiation of CSC. Approach: TDD-MRI derived microstructural parameters-cell diameter (d), intracellular volume frac-tion (vin), extracellular diffusion coefficient (Dex), and ADC values were measured. Early-stage and mid-to-late-stage groups, poorly differentiated and moderately to well-differentiated groups were divided and compared. Results: TDD-MRI parameters outperformed ADC in differentiating CSC. Combined TDD-MRI and ADC values achieved an AUC of 0.85, showing a significant improvement over ADC alone. Impact: TDD-MRI parameters, particularly cell diameter, demonstrate superior accuracy to ADC in differentiating pathological grades and stages in CSC, supporting their use for non-invasive cervical cancer assessment.
Authors
- Yi Zhu (ORCID: https://orcid.org/0000-0002-7689-4931)
- Kai Ai (ORCID: https://orcid.org/0000-0002-7326-0706)
- Jianxin Guo (ORCID: https://orcid.org/0000-0003-3655-8914)
- Yanhui Hao (ORCID: https://orcid.org/0000-0002-4616-0152)
- Jun Li (ORCID: https://orcid.org/0000-0002-1958-5665)
- Yi Xiao (ORCID: https://orcid.org/0000-0003-4270-3751)
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/10.58530/2025/2174
- Primary Topic
- MRI in cancer diagnosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00