医学
乳腺癌
乳房磁振造影
回顾性队列研究
阶段(地层学)
神经组阅片室
淋巴结
放射科
介入放射学
腋窝
逻辑回归
内科学
癌症
肿瘤科
乳腺摄影术
古生物学
神经学
精神科
生物
作者
Zeyan Xu,Yingying Ding,Ke Zhao,Chu Han,Zhenwei Shi,Yanfen Cui,Chunling Liu,Huan Lin,Xipeng Pan,Pinxiong Li,Minglei Chen,Huihui Wang,Xiaohui Deng,Changhong Liang,Yu Xie,Zaiyi Liu
出处
期刊:European Radiology
[Springer Science+Business Media]
日期:2022-06-15
卷期号:32 (12): 8213-8225
被引量:21
标识
DOI:10.1007/s00330-022-08896-z
摘要
ObjectivesTo investigate whether breast edema characteristics at preoperative T2-weighted imaging (T2WI) could help evaluate axillary lymph node (ALN) burden in patients with early-stage breast cancer.MethodsThis retrospective study included women with clinical T1 and T2 stage breast cancer and preoperative MRI examination in two independent cohorts from May 2014 to December 2020. Low (< 3 LNs+) and high (≥ 3 LNs+) pathological ALN (pALN) burden were recorded as endpoint. Breast edema score (BES) was evaluated at T2WI. Univariable and multivariable analyses were performed by the logistic regression model. The added predictive value of BES was examined utilizing the area under the curve (AUC), net reclassification improvement (NRI), and integrated discrimination improvement (IDI).ResultsA total of 1092 patients were included in this study. BES was identified as the independent predictor of pALN burden in primary (n = 677) and validation (n = 415) cohorts. The analysis using MRI-ALN status showed that BES significantly improved the predictive performance of pALN burden (AUC: 0.65 vs 0.71, p < 0.001; IDI = 0.045, p < 0.001; continuous NRI = 0.159, p = 0.050). These results were confirmed in the validation cohort (AUC: 0.64 vs 0.69, p = 0.009; IDI = 0.050, p < 0.001; continuous NRI = 0.213, p = 0.047). Furthermore, BES was positively correlated with biologically invasive clinicopathological factors (p < 0.05).ConclusionsIn individuals with early-stage breast cancer, preoperative MRI characteristics of breast edema could be a promising predictor for pALN burden, which may aid in treatment planning.Key Points• In this retrospective study of 1092 patients with early-stage breast cancer from two cohorts, the MRI characteristic of breast edema has independent and additive predictive value for assessing axillary lymph node burden. • Breast edema characteristics at T2WI positively correlated with biologically invasive clinicopathological factors, which may be useful for preoperative diagnosis and treatment planning for individual patients with breast cancer.
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