Preoperative Prediction of Fat-Suppressed T2-Weighted Imaging-based Breast Edema Scores for Lymphovascular Invasion in Patients with Breast Cancer

INTRODUCTION: Lymphovascular invasion (LVI) is a critical prognostic factor in breast cancer, typically diagnosed via postoperative pathology. This study aimed to evaluate whether fat-suppressed T2-weighted imaging (FS T2WI)-based breast edema score (BES) combined with clinicopathological features could preoperatively predict LVI status. MATERIALS AND METHODS: This retrospective study enrolled 574 breast cancer patients who underwent MRI and surgery from January 2021 to December 2023. Patients were classified as LVI-positive (n=174) or LVI-negative (n=400) based on postoperative pathology. Breast edema on FS T2WI was scored from 1 to 4 (BES 1, no edema; BES 2, peritumoral edema; BES 3, prepectoral edema; and BES 4, subcutaneous edema). Univariate and multivariate binary logistic regression analyses were performed to identify risk factors associated with LVI. A clinicopathological model and a combined BES–clinicopathological model were constructed, and diagnostic performance was evaluated using the area under the receiver operating characteristic curve (AUC) and the DeLong test. RESULTS: Multivariate analysis revealed that BES and clinicopathological factors, including age, axillary lymph node metastasis, and tumor size, were independent predictors of LVI. Compared with BES 1, tumors with BES 2, BES 3, and BES 4 were associated with a 1.825-, 2.047-, and 4.341- fold increased LVI risk, respectively. The combined BES–clinicopathological model outperformed the clinicopathological model alone (AUC, 0.765 vs. 0.778; P