MRI characteristics of breast edema for assessing axillary lymph node burden in early-stage breast cancer: a retrospective bicentric study (June, 10.1007/s00330-022-08896-z, 2022)

被引:0
|
作者
Xu, Zeyan [1 ,2 ,3 ]
Ding, Yingying [4 ]
Zhao, Ke [2 ,3 ,5 ]
Han, Chu [2 ,3 ,5 ]
Shi, Zhenwei [2 ,3 ,5 ]
Cui, Yanfen [2 ,3 ,5 ]
Liu, Chunling [2 ]
Lin, Huan [1 ,2 ,3 ]
Pan, Xipeng [2 ,3 ,5 ]
Li, Pinxiong [2 ,3 ,6 ]
Chen, Minglei [2 ,3 ,7 ]
Wang, Huihui [2 ,3 ,7 ]
Deng, Xiaohui [8 ]
Liang, Changhong [2 ,3 ]
Xie, Yu [4 ]
Liu, Zaiyi [1 ,2 ,3 ]
机构
[1] South China Univ Technol, Sch Med, Guangzhou 510006, Peoples R China
[2] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, 106 Zhongshan Er Rd, Guangzhou, Guangdong, Peoples R China
[3] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Prov Key Lab Artificial Intelligence Me, 106 Zhongshan Er Rd, Guangzhou 510080, Peoples R China
[4] Kunming Med Univ, Yunnan Canc Hosp, Yunnan Canc Ctr, Affiliated Hosp 3,Dept Radiol, Kunzhou Rd, Kunming 650118, Yunnan, Peoples R China
[5] Guangdong Cardiovasc Inst, Guangzhou 510080, Peoples R China
[6] Southern Med Univ, Sch Clin Med 2, Guangzhou 510515, Peoples R China
[7] Shantou Univ, Med Coll, Shantou 515063, Peoples R China
[8] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Informat Management, Guangzhou 510080, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Breast neoplasms; Edema; Lymph nodes; Magnetic resonance imaging;
D O I
10.1007/s00330-022-09076-9
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Objectives: To 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. Methods: This 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). Results: A 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). Conclusions: In 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. © 2022, The Author(s), under exclusive licence to European Society of Radiology.
引用
收藏
页码:8778 / 8778
页数:1
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