Imaging Microstructural Parameters of Breast Tumor in Patient Using Time-Dependent Diffusion: A Feasibility Study
<b>Objectives</b>: To explore the feasibility of time-dependent diffusion in clinical applications of breast MRI, as well as the capacity of quantitative microstructural mapping for characterizing the cellular properties in malignant and benign breast tumors. <b>Methods</b>: 38 patients with 45 lesions were enrolled. Diffusion MRI acquisition was conducted with a combination of pulsed gradient spin-echo sequences (PGSE) and oscillating gradient spin-echo (OGSE) on a 3T MRI scanner. The microstructural parameters including cellularity extracellular diffusivity (D<sub>ex</sub>), mean cell size, intracellular volume fraction (ν<sub>in</sub>), and the apparent diffusion coefficient (ADC) values were calculated. Each parameter was compared using the unpaired <i>t</i>-test between malignant and benign tumors. The area under the receiver operating characteristic curve (AUC) values was used to evaluate the diagnostic performance of different indices. <b>Results</b>: The mean diameter, D<sub>ex</sub>, ADC<sub>0Hz</sub>, ADC<sub>25Hz</sub>, and ADC<sub>50Hz</sub> were significantly lower in the malignant group than in the benign group (<i>p</i> < 0.001), while ν<sub>in</sub> and cellularity were significantly higher in the malignant group (<i>p</i> < 0.001). All the microstructural parameters and time-dependent ADC values achieved high accuracy in differentiating between malignant and benign tumors of the breast. For microstructural parameters, the AUC of the cellularity was greater than others (AUC = 0.936). In an immunohistochemical subgroup comparison, the PR-positive group had significantly lower ν<sub>in</sub> and cellularity, and significantly elevated D<sub>ex</sub> and ADC<sub>0Hz</sub> compared to the negative groups (<i>p</i> < 0.05). When combining diffusion parameters (cellularity, diameter, and ADC<sub>25Hz</sub>), the highest diagnostic performance was obtained with an AUC of 0.969. <b>Conclusions</b>: DWI with a short diffusion time is capable of providing additional microstructural parameters in differentiating between benign and malignant breast tumors. The time-dependent diffusion MRI parameters have the potential to serve as a non-invasive tool to probe the differences in the internal structures of breast lesions.
Authors
- Wenying Zhu (ORCID: https://orcid.org/0000-0002-0150-3377)
- Shuyi Peng (ORCID: https://orcid.org/0000-0002-4467-6614)
- Fan Yang (ORCID: https://orcid.org/0000-0001-5718-9420)
- Jie Liu (ORCID: https://orcid.org/0000-0002-0750-1030)
- Peng Sun (ORCID: https://orcid.org/0000-0003-3868-4180)
- Juan Tao (ORCID: https://orcid.org/0000-0002-6456-0889)
Institutions
- Philips (China) (CN)
- State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing (CN)
- Union Hospital (CN)
- Huazhong University of Science and Technology (CN)
Publication Details
- Journal
- Diagnostics
- Published
- 2025-03-24
- DOI
- https://doi.org/10.3390/diagnostics15070823
- Citations
- 3
- Primary Topic
- MRI in cancer diagnosis
- Type
- article
- Field-Weighted Citation Impact
- 4.08