Microcalcifications and Peritumoral Edema Predict Survival Outcome in Luminal Breast Cancer Treated with Neoadjuvant Chemotherapy

被引:42
作者
Kwon, Bo Ra [1 ]
Shin, Sung Ui [2 ]
Kim, Soo-Yeon [3 ,5 ,6 ]
Choi, Yunhee [4 ]
Cho, Nariya [3 ,5 ,6 ]
Kim, Sun Mi [2 ,3 ]
Yi, Ann [1 ]
Yun, Bo La [2 ]
Jang, Mijung [2 ]
Ha, Su Min [5 ,6 ]
Lee, Su Hyun [3 ,5 ,6 ]
Chang, Jung Min [3 ,5 ,6 ]
Moon, Woo Kyung [3 ,5 ,6 ]
机构
[1] Seoul Natl Univ Hosp, Dept Radiol, Healthcare Syst Gangnam Ctr, Seoul, South Korea
[2] Seoul Natl Univ, Bundang Hosp, Dept Radiol, Coll Med, Seongnam, South Korea
[3] Seoul Natl Univ Hosp, Dept Radiol, Seoul, South Korea
[4] Seoul Natl Univ Hosp, Med Res Collaborating Ctr, Seoul, South Korea
[5] Seoul Natl Univ, Dept Radiol, Coll Med, 101 Daehak Ro, Seoul 03080, South Korea
[6] Seoul Natl Univ, Inst Radiat Med, Med Res Ctr, Seoul 03080, South Korea
基金
新加坡国家研究基金会;
关键词
RECURRENCE SCORE; IMAGING FEATURES; STAGING SYSTEM; GUIDELINE; ASSOCIATION;
D O I
10.1148/radiol.211509
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
Background: Little is known regarding findings at imaging associated with survival in patients with luminal breast cancer treated with neoadjuvant chemotherapy (NAC). Purpose: To determine the relationship between imaging (MRI, US, and mammography) and clinical-pathologic variables in predicting distant metastasis-free survival (DMFS) and overall survival (OS) in patients with luminal breast cancer treated with NAC. Materials and Methods: In this retrospective study, consecutive women with luminal breast cancer who underwent NAC followed by surgery were identified from the breast cancer registries of two hospitals. Women from one hospital between January 2003 and July 2015 were classified into the development cohort, and women from the other hospital between January 2007 and July 2015 were classified into the validation cohort. MRI scans, US scans, and mammograms before and after NAC (hereafter, referred to as pre- and post-NAC, respectively) and clinical-pathologic data were reviewed. Peritumoral edema was defined as the water-like high signal intensity surrounding the tumor on T2-weighted MRI scans. The prediction model was developed in the development cohort by using Cox regression and then tested in the validation cohort. Results: The development cohort consisted of 318 women (68 distant metastases, 54 deaths) and the validation cohort consisted of 165 women (37 distant metastases, 14 deaths) (median age, 46 years in both cohorts). Post-NAC MRI peritumoral edema, age younger than 40 years, clinical N2 or N3, and lymphovascular invasion were associated with worse DMFS (all, P < .05). Pre-NAC mammographic microcalcifications, post-NAC MRI peritumoral edema, age older than 60 years, and clinical T3 or T4 were associated with worse OS (all, P < .05). The prediction model showed good discrimination ability (C index, 0.67-0.75 for DMFS and 0.70-0.77 for OS) and stratified prognosis into low-risk and high-risk groups (10-year DMFS rates, 79% vs 21%, respectively; and 10-year OS rates, 95%-96% vs 63%-67%, respectively) in the validation cohort. Conclusion: MRI features and clinical-pathologic variables were identified that were associated with prolonged survival of patients with luminal breast cancer treated with neoadjuvant chemotherapy. (C) RSNA, 2022
引用
收藏
页码:310 / 319
页数:10
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