Dynamic contrast-enhanced magnetic resonance imaging parameters combined with diffusion-weighted imaging for discriminating malignant lesions, molecular subtypes, and pathological grades in invasive ductal carcinoma patients
Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) parameters or diffusion-weighted imaging (DWI) findings provide prognostic information on breast cancer. However, the accuracy of a single MRI technique is unsatisfactory. This study intended to explore the combination of DWI and DCE-MRI parameters in discriminating molecular subtypes in invasive ductal carcinoma (IDC) patients. Eighty-two IDC patients who underwent breast DWI and DCE-MRI examinations were retrospectively analyzed. Eighty-six patients with benign masses were retrieved as benign controls. The combination of ADC value, Ktrans, Kep, Ve, and iAUC had a good ability to discriminate IDC patients (vs. benign controls) with an area under the curve (AUC) [95% confidence interval (CI)] of 0.961 (0.935-0.987). A nomogram-based prediction model with the above combination showed a good predictive value for IDC probability. The combination of ADC value, Ktrans, Kep, and iAUC also had a certain ability to discriminate pathological grade III (vs. I or II) [AUC (95% CI): 0.698 (0.572-0.825)] in IDC patients. Notably, ADC value (P=0.010) and Kep (P=0.043) differed in IDC patients with different molecular subtypes. Besides, ADC value was increased (P<0.001), but Ktrans (P=0.037) and Kep (P=0.004) were decreased in IDC patients with Lumina A (vs. other molecular subtypes). The combination of ADC value, Ktrans, Kep, had an acceptable ability to discriminate Luminal A (vs. other molecular subtypes) [AUC (95% CI): 0.845 (0.748-0.941)] in IDC patients. DWI combined with DCE-MRI parameters discriminates IDC from benign masses; it also identifies Luminal A and pathological grade III in IDC patients.
Authors
- Yinping Dong (ORCID: https://orcid.org/0000-0003-4186-6786)
- Yun-Shan Tan
- Juan Tao (ORCID: https://orcid.org/0000-0001-6571-6649)
- Ding‐Shinn Chen (ORCID: https://orcid.org/0000-0001-7791-6154)
- Gangming Zhu (ORCID: https://orcid.org/0000-0001-9791-2919)
- Rongrong Zhu (ORCID: https://orcid.org/0000-0002-3955-5965)
- Xiao Liu (ORCID: https://orcid.org/0000-0001-6432-0378)
Institutions
- Tung Wah Hospital (CN)
- Songshan Lake Materials Laboratory (CN)
- Dongguan People’s Hospital (CN)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-04-15
- DOI
- https://doi.org/10.1371/journal.pone.0320240
- Citations
- 1
- Primary Topic
- MRI in cancer diagnosis
- Type
- article
- Field-Weighted Citation Impact
- 1.36